The DOI matches its Crossref record; 241 of the 241 references it cites were found in a registry or an index; 129 of the 272 sources its claims cite were checked for support.
9. Pharmacologic Approaches to Glycemic Treatment: Standards of Care in Diabetes—2025
Open accessAbstract
The American Diabetes Association (ADA) “Standards of Care in Diabetes” includes the ADA’s current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, an interprofessional expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA’s clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
This is Section 9 of the American Diabetes Association's 2025 Standards of Care, an annually updated, evidence-graded clinical practice guideline covering pharmacologic treatment of type 1 and type 2 diabetes. It issues recommendations on insulin regimens and delivery technologies, noninsulin adjuncts, and person-centered selection of glucose-lowering medications based on comorbidities, weight, hypoglycemia risk, and cost.
Key findings
- In type 1 diabetes, the DCCT showed intensive therapy achieving A1C of 7% produced ~50% reductions in microvascular complications over 6 years, but with more severe hypoglycemia (62 vs. 19 episodes per 100 person-years); benefits persisted over 20 years of follow-up. A meta-analysis found CSII lowered A1C modestly (−0.30% [95% CI −0.58 to −0.02]) and reduced severe hypoglycemia.
- Adjunctive noninsulin agents in type 1 diabetes give modest benefit: pramlintide reduced A1C 0.3–0.4% with ~1 kg weight loss; liraglutide 1.8 mg reduced A1C ~0.4% and weight ~5 kg; metformin did not sustainably improve A1C. SGLT inhibitors improved A1C and weight but increased DKA (sotagliflozin: eightfold increase vs. placebo; SGLT inhibitor–associated DKA occurs in ~4% of people with type 1 diabetes, 5–17 times higher than untreated).
- In type 2 diabetes, each new oral noninsulin class added to metformin lowers A1C ~0.7–1.0%, while GLP-1 RAs or the dual GIP/GLP-1 RA lower A1C by 1 to >2%. In GRADE, glargine and liraglutide were modestly more effective at maintaining A1C <7% than sitagliptin (least effective) or glimepiride, with more severe hypoglycemia on glargine/glimepiride; liraglutide showed lower cardiovascular disease risk (HR 0.7 [95% CI 0.6–0.9]).
- For type 2 diabetes with ASCVD, HF, or CKD, SGLT2 inhibitors and/or GLP-1 RAs with demonstrated benefit are recommended irrespective of A1C; SGLT2 inhibitor glucose-lowering declines below eGFR 45 mL/min/1.73 m², and metformin should be stopped below eGFR 30 mL/min/1.73 m².
Methods
- Guideline document produced by the ADA Professional Practice Committee (an interprofessional expert committee), updated annually or more frequently, using ADA's evidence-grading system (grades A, B, C, E) applied to numbered recommendations.
- Evidence base is a narrative synthesis of randomized controlled trials, systematic reviews and meta-analyses, cardiovascular and kidney outcome trials, and real-world studies, supplemented by consensus reports (e.g., 2021 ADA/EASD type 1 diabetes consensus).
- Content is organized by population and topic: insulin therapy and delivery in type 1 diabetes, noninsulin and surgical treatments, glucose-lowering therapy selection in type 2 diabetes (including combination therapy, insulin initiation/intensification, concentrated insulins, alternative routes), plus glucagon, medication costs, and special populations.
Limitations
- Stated in the paper: most studies comparing multiple daily injections with CSII were relatively small and of short duration, and there is no consensus to guide choice of injection versus pump therapy; evidence for MASH benefits rests on phase 2 trials awaiting phase 3 confirmation; posttransplant diabetes data are limited by small sample sizes, short follow-up, and risk of bias from retrospective or single-arm designs; evidence is scarce for treating type 2 diabetes with baseline A1C above 10–12%.
- Evident from the text: many recommendations carry the lowest evidence grade (E, expert consensus) rather than trial evidence; several cited comparisons are network meta-analyses rather than head-to-head trials; and drug cost tables use AWP/NADAC list prices that the authors note do not reflect actual patient costs.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Cites
Statistics
Verification
Claims the paper makes
129 of 272 cited sources checked · 50 supported · 4 flagged · accuracy not yet measured
Some cited sources support this claim and some don’t — read each source’s verdict below.
In the paper
“GLP-1 RAs and dual GIP and GLP-1 RA in these trials also had a lower risk of hypoglycemia and beneficial effects on body weight compared with insulin, albeit with greater gastrointestinal side effects.”
What the sources say
- Not checked — no full text of the sourcecites [123] Del Prato, 2021, Tirzepatide versus insulin glargine in type 2 diabetes and increased cardiovascular risk (SURPASS-4): a randomised, open-label, parallel-group, multicentre, phase 3 trial, Lancet source
- Partly supportedcites [124] Singh, 2017, Glucagon-like peptide-1 receptor agonists compared with basal insulins for the treatment of type 2 diabetes mellitus: a systematic review and meta-analysis, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The Results (Safety outcomes; page unavailable) report lower odds of hypoglycaemia with two GLP-1 receptor agonists than with insulin glargine. The Discussion cautions that differing definitions limit interpretation. This paper does not study dual GIP/GLP-1 receptor agonists, so it cannot support that part of the claim. (LLM, conf=0.90)
- Partly supportedcites [125] Levin, 2017, Glucagon-like peptide-1 receptor agonists: a systematic review of comparative effectiveness research, Diabetes Metab Syndr Obes sourceExperimental — accuracy not yet measured
In “GLP-1RAs versus insulin products,” the review reports that hypoglycemia rates were generally lower with GLP-1RAs than with insulin, though some studies found similar rates. The cited review does not report the claimed comparison for dual GIP/GLP-1 receptor agonists, so it supports only the GLP-1RA portion. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [126] Abd El Aziz, 2017, A meta-analysis comparing clinical effects of short- or long-acting GLP-1 receptor agonists versus insulin treatment from head-to-head studies in type 2 diabetic patients, Diabetes Obes Metab source
- Not checked — no full text of the sourcecites [127] Giorgino, 2015, Efficacy and safety of once-weekly dulaglutide versus insulin glargine in patients with type 2 diabetes on metformin and glimepiride (AWARD-2), Diabetes Care source
- Not checked — no full text of the sourcecites [128] Aroda, 2017, Efficacy and safety of once-weekly semaglutide versus once-daily insulin glargine as add-on to metformin (with or without sulfonylureas) in insulin-naive patients with type 2 diabetes (SUSTAIN 4): a randomised, open-label, parallel-group, multicentre, multinational, phase 3a trial, Lancet Diabetes Endocrinol source
- Disputedcites [129] Davies, 2013, Once-weekly exenatide versus once- or twice-daily insulin detemir: randomized, open-label, clinical trial of efficacy and safety in patients with type 2 diabetes treated with metformin alone or in combination with sulfonylureas, Diabetes Care sourceExperimental — accuracy not yet measured
The Results (Safety and tolerability; page not provided) state that hypoglycemia incidence did not differ between once-weekly exenatide and insulin detemir. The Conclusions likewise report no difference in this trial and caution that the small number of events limits inference. (LLM, conf=0.90)
Checked by a reasoning model — may be wrong.
- Not checked — no full text of the sourcecites [130] Diamant, 2010, Once weekly exenatide compared with insulin glargine titrated to target in patients with type 2 diabetes (DURATION-3): an open-label randomised trial, Lancet source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesSome cited sources support this claim and some don’t — read each source’s verdict below.
In the paper
“Studies comparing inhaled insulin with injectable insulin have demonstrated its faster onset and shorter duration compared with the RAA insulin lispro as well as clinically meaningful A1C reductions and weight reductions compared with the RAA insulin aspart over 24 weeks (186-188).”
What the sources say
- Disputedcites [186] Akturk, 2018, Improved postprandial glucose with inhaled technosphere insulin compared with insulin aspart in patients with type 1 diabetes on multiple daily injections: the STAT study, Diabetes Technol Ther sourceExperimental — accuracy not yet measured
The Results report that this was a four-week trial, not a 24-week trial. Over those four weeks, the aspart group had a significantly greater HbA1c decrease than the inhaled-insulin group—the opposite of the claimed comparative reduction. (LLM, conf=0.90)
Checked by a reasoning model — may be wrong.
- Supportedcites [187] Hoogwerf, 2021, Results of a 24-week trial of technosphere insulin versus insulin aspart in type 2 diabetes, Endocr Pract source
The Results report a clinically meaningful HbA1C reduction with inhaled Technosphere insulin over 24 weeks in a head-to-head trial with insulin aspart. Both groups improved; the claim is supported as a comparison, not as evidence that inhaled insulin lowered HbA1C more than aspart. (LLM, conf=0.90)
- Could not verifycites [188] Grant, 2022, Comparison of pharmacokinetics and pharmacodynamics of inhaled technosphere insulin and subcutaneous insulin lispro in the treatment of type 1 diabetes mellitus, Clin Pharmacokinet sourceExperimental — accuracy not yet measured
The Results (Patient Demographics; page unavailable) report baseline glycated hemoglobin, not a change in A1C. The Discussion (Clinical Use; page unavailable) discusses glucose control compared with insulin aspart, and the References list a 24-week trial, but our copy does not report whether inhaled insulin produced clinically meaningful A1C reductions over 24 weeks. (LLM, conf=0.74)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Disputed
Some cited sources support this claim and some don’t — read each source’s verdict below.
In the paper
“In individuals who are intensified to insulin therapy, combination therapy with a GLP-1 RA or a dual GIP and GLP-1 RA has been shown to have greater efficacy and durability of glycemic treatment effects, as well as weight and hypoglycemia benefits, than treatment intensification with insulin alone (89,131).”
What the sources say
- Partly supportedcites [89] Davies, 2022, Management of hyperglycemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD), Diabetes Care sourceExperimental — accuracy not yet measured
The Other Glucose-Lowering Medications section reports lower hypoglycemia rates with basal insulin plus a GLP-1 RA than with intensified insulin regimens, including fewer events in studies comparing the combination with basal insulin alone. Its discussion of the dual GIP and GLP-1 RA tirzepatide does not establish a hypoglycemia benefit when it is combined with insulin; that part of the claim is unsupported by the passages found. (LLM, conf=0.86)
- Disputedcites [131] Dahl, 2022, Effect of subcutaneous tirzepatide vs placebo added to titrated insulin glargine on glycemic control in patients with type 2 diabetes: the SURPASS-5 randomized clinical trial, JAMA sourceExperimental — accuracy not yet measured
The paper's safety results (section labeled “Downloaded From,” page not provided) do not show a hypoglycemia benefit from adding tirzepatide to insulin glargine. Hypoglycemia incidence was 14.2%–19.3% in the combination groups versus 12.5% with insulin glargine plus placebo; all three severe episodes occurred in the tirzepatide groups. (LLM, conf=0.87)
Checked by a reasoning model — may be wrong.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Evidence suggests that an AID hybrid closed-loop system is superior to AID sensor-augmented pump therapy for increased percentage of time in range and reduction of hypoglycemia (34,35).”
What the sources say
- Supportedcites [34] Brown, 2019, Six-month randomized, multicenter trial of closed-loop control in type 1 diabetes, N Engl J Med source
The Discussion (p. 9) concludes that, over six months, the closed-loop system produced more time in the target glucose range and less hypoglycemia than a sensor-augmented pump. The Methods (p. 1) confirm that these were the two treatment groups compared in the randomized trial. (LLM, conf=0.93)
- Supportedcites [35] Collyns, 2021, Improved glycemic outcomes with Medtronic MiniMed advanced hybrid closed-loop delivery: results from a randomized crossover trial comparing automated insulin delivery with predictive low glucose suspend in people with type 1 diabetes, Diabetes Care source
The Results report that the advanced hybrid closed-loop system increased time in range by 12.5 percentage points compared with sensor-augmented pump therapy with predictive low glucose management. They also report 0.4 percentage points less time below 3.9 mmol/L, supporting the claim of reduced hypoglycemia in this trial of people with type 1 diabetes. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“In general, individuals with type 1 diabetes require approximately 30-50% of their daily insulin as basal and the remainder as prandial (43).”
What the sources say
- Supportedcites [43] Lal, 2019, Optimizing basal insulin dosing, J Pediatr source
In “Optimizing Basal Insulin Dosing,” the authors state that professional organizations recommend basal insulin at 30%–50% of the total daily dose. The same section distinguishes basal insulin from bolus insulin used for meals, supporting the remainder as prandial insulin. (LLM, conf=0.91)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“However, there is no consensus to guide the choice of injection or pump therapy in a given individual, and research to guide this decision-making is needed (4).”
What the sources say
- Partly supportedcites [4] Holt, 2021, The management of type 1 diabetes in adults. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD), Diabetes Care sourceExperimental — accuracy not yet measured
The “Choice of Regimen” section presents both injections and pump therapy as options, and “Mode of Delivery” says the choice should be individualized. The report does not say there is no consensus to guide that choice; it offers comparative considerations. The passages reviewed also do not specifically call for research to guide the injection-versus-pump decision (pages unavailable in our copy). (LLM, conf=0.80)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The studies that led to the approved indication for heart failure (HF) excluded individuals with type 1 diabetes or a history of DKA (82,83).”
What the sources say
- Partly supportedcites [82] Bhatt, 2021, Sotagliflozin in patients with diabetes and recent worsening heart failure, N Engl J Med sourceExperimental — accuracy not yet measured
The Eligibility section (p. 3) requires a diagnosis of type 2 diabetes, supporting the point that this trial did not enroll people with type 1 diabetes. It does not list a history of DKA as an exclusion; the Safety End Points section (p. 9) mentions diabetic ketoacidosis only as an adverse event. The paper also does not establish the eligibility rules for all studies behind an approved heart-failure indication. (LLM, conf=0.85)
- Partly supportedcites [83] Bhatt, 2021, Sotagliflozin in patients with diabetes and chronic kidney disease, N Engl J Med sourceExperimental — accuracy not yet measured
The Patients section (p. 4) says this trial enrolled people with type 2 diabetes, supporting the claim that it did not include people with type 1 diabetes. It does not state that a history of DKA was an exclusion criterion; the Adverse Events section (p. 9) reports DKA occurring during the trial, not participants' prior history. The copy also does not establish which studies led to an approved heart-failure indication. (LLM, conf=0.84)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Two injectable ultra-rapid-acting analog (URAA) insulin formulations are available that contain excipients that accelerate absorption and provide more activity in the first portion of their profile compared with the other RAA (8,9).”
What the sources say
- Partly supportedcites [8] Aronson, 2023, Ultra rapid lispro showed greater reduction in postprandial glucose versus Humalog in children, adolescents and adults with type 1 diabetes mellitus, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The Introduction says ultra rapid lispro (Lyumjev) contains excipients that accelerate absorption, and the Pharmacokinetics section reports greater early insulin exposure than with Humalog. The paper does not establish that two such injectable formulations are available or describe the excipients and early activity of a second formulation. Page numbers are not available in our copy. (LLM, conf=0.86)
- Partly supportedcites [9] Heise, 2017, A pooled analysis of clinical pharmacology trials investigating the pharmacokinetic and pharmacodynamic characteristics of fast-acting insulin aspart in adults with type 1 diabetes, Clin Pharmacokinet sourceExperimental — accuracy not yet measured
The Introduction describes one injectable formulation, faster aspart, and says its added niacinamide accelerates initial absorption. The Results report greater early glucose-lowering activity than insulin aspart in adults with type 1 diabetes. This paper does not establish that two such formulations are available or compare faster aspart with other rapid-acting analogs beyond insulin aspart. Page numbers were not supplied for these passages. (LLM, conf=0.88)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“With some AID systems, use of a simplified meal announcement method may be an alternative for prandial insulin dosing (31,63).”
What the sources say
- Supportedcites [31] Russell, 2022, Multicenter, randomized trial of a bionic pancreas in type 1 diabetes, N Engl J Med source
The Methods describe the bionic pancreas delivering meal insulin in response to qualitative meal announcements. The Discussion says the trial suggests good glycemic control can be achieved with those announcements, without carbohydrate counting or user-adjusted doses. This supports the hedged claim for some AID systems. (LLM, conf=0.93)
- Supportedcites [63] Petrovski, 2023, Simplified meal announcement versus precise carbohydrate counting in adolescents with type 1 diabetes using the MiniMed 780G advanced hybrid closed loop system: a randomized controlled trial comparing glucose control, Diabetes Care source
The Conclusions state that preset meal announcements may be a valuable alternative to precise carbohydrate counting for adolescents using the MiniMed 780G system. This supports the citing sentence’s qualified reference to some AID systems, although the paper also says precise counting further improves outcomes. (LLM, conf=0.93)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Its use is now considered standard of care for most people with type 1 diabetes (4) (see Section 7,”
What the sources say
- Supportedcites [4] Holt, 2021, The management of type 1 diabetes in adults. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD), Diabetes Care source
The Continuous Glucose Monitoring section states that CGM is the standard for glucose monitoring for most adults with type 1 diabetes. That directly supports the claim in the context of this adult-management consensus report. (LLM, conf=0.94)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“In addition, longer-acting basal analogs (U-300 glargine or degludec) may confer a lower hypoglycemia risk compared with U-100 glargine in individuals with type 1 diabetes (13,14).”
What the sources say
- Supportedcites [13] Lane, 2017, Effect of insulin degludec vs insulin glargine U100 on hypoglycemia in patients with type 1 diabetes: the SWITCH 1 randomized clinical trial, JAMA source
The Results report lower rates of overall and nocturnal symptomatic hypoglycemia with degludec than with glargine U100 in patients with type 1 diabetes. This supports the degludec comparison for which this trial is cited; the trial did not compare glargine U300 with glargine U100. (LLM, conf=0.93)
- Not checked — no full text of the sourcecites [14] Home, 2015, New insulin glargine 300 units/mL versus glargine 100 units/mL in people with type 1 diabetes: a randomized, phase 3a, open-label clinical trial (EDITION 4), Diabetes Care source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In trials analyzing the addition of an injectable GLP-1 RA, dual GIP and GLP-1 RA, or insulin in people needing further glucose lowering, glycemic efficacies of GLP-1 RAs and the dual GIP and GLP-1 RA were similar to or greater than that of basal insulin (123-130).”
What the sources say
- Not checked — no full text of the sourcecites [123] Del Prato, 2021, Tirzepatide versus insulin glargine in type 2 diabetes and increased cardiovascular risk (SURPASS-4): a randomised, open-label, parallel-group, multicentre, phase 3 trial, Lancet source
- Partly supportedcites [124] Singh, 2017, Glucagon-like peptide-1 receptor agonists compared with basal insulins for the treatment of type 2 diabetes mellitus: a systematic review and meta-analysis, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites [125] Levin, 2017, Glucagon-like peptide-1 receptor agonists: a systematic review of comparative effectiveness research, Diabetes Metab Syndr Obes sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not checked — no full text of the sourcecites [126] Abd El Aziz, 2017, A meta-analysis comparing clinical effects of short- or long-acting GLP-1 receptor agonists versus insulin treatment from head-to-head studies in type 2 diabetic patients, Diabetes Obes Metab source
- Not checked — no full text of the sourcecites [127] Giorgino, 2015, Efficacy and safety of once-weekly dulaglutide versus insulin glargine in patients with type 2 diabetes on metformin and glimepiride (AWARD-2), Diabetes Care source
- Not checked — no full text of the sourcecites [128] Aroda, 2017, Efficacy and safety of once-weekly semaglutide versus once-daily insulin glargine as add-on to metformin (with or without sulfonylureas) in insulin-naive patients with type 2 diabetes (SUSTAIN 4): a randomised, open-label, parallel-group, multicentre, multinational, phase 3a trial, Lancet Diabetes Endocrinol source
- Partly supportedcites [129] Davies, 2013, Once-weekly exenatide versus once- or twice-daily insulin detemir: randomized, open-label, clinical trial of efficacy and safety in patients with type 2 diabetes treated with metformin alone or in combination with sulfonylureas, Diabetes Care sourceExperimental — accuracy not yet measured
The Results (Secondary outcomes; page unavailable) report a significantly greater A1C reduction with once-weekly exenatide, a GLP-1 receptor agonist, than with basal insulin detemir in patients with type 2 diabetes inadequately controlled by oral drugs. This supports the GLP-1 RA comparison, but this trial did not evaluate a dual GIP/GLP-1 receptor agonist, so it cannot support that part of the sentence. (LLM, conf=0.86)
- Not checked — no full text of the sourcecites [130] Diamant, 2010, Once weekly exenatide compared with insulin glargine titrated to target in patients with type 2 diabetes (DURATION-3): an open-label randomised trial, Lancet source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesEvery source the paper cites for this claim was checked and supports it.
In the paper
“Metformin is also more effective than dipeptidyl peptidase 4 (DPP-4) inhibitors in lowering A1C and weight when used as monotherapy (97).”
What the sources say
- Supportedcites [97] Karagiannis, 2012, Dipeptidyl peptidase-4 inhibitors for treatment of type 2 diabetes mellitus in the clinical setting: systematic review and meta-analysis, BMJ source
The Body weight section reports that, as monotherapy, DPP-4 inhibitors were less effective than metformin in decreasing body weight. The What this study adds section also states that metformin is superior to DPP-4 inhibitors in reducing both HbA1c and body weight as monotherapy. (LLM, conf=0.95)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources that could be checked couldn’t confirm or dispute this claim.
In the paper
“Results from comparative effectiveness meta-analyses suggest that each new class of oral noninsulin agents when added to metformin generally lowers A1C by approximately 0.7-1.0%(8-11 mmol/mol).”
What the sources say
- Could not verifycites [8] Aronson, 2023, Ultra rapid lispro showed greater reduction in postprandial glucose versus Humalog in children, adolescents and adults with type 1 diabetes mellitus, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The Statistical analysis section describes a comparison of ultra-rapid lispro with Humalog, and the Safety and tolerability results discuss postmeal glucose in people with type 1 diabetes. Searches for metformin, oral noninsulin agents, comparative-effectiveness meta-analyses, and the claimed A1C reduction found no passage addressing that claim. The retrieved passages have no page numbers. (LLM, conf=0.76)
- Could not verifycites [9] Heise, 2017, A pooled analysis of clinical pharmacology trials investigating the pharmacokinetic and pharmacodynamic characteristics of fast-acting insulin aspart in adults with type 1 diabetes, Clin Pharmacokinet sourceExperimental — accuracy not yet measured
The Results section compares the glucose-lowering effects of two insulin aspart formulations in adults with type 1 diabetes. Searches for oral noninsulin agents added to metformin, comparative-effectiveness meta-analyses, and the stated A1C reduction found no passage addressing the claim. Page numbers are not available in our copy. (LLM, conf=0.78)
- Not checked — no full text of the sourcecites [10] Bode, 2015, Inhaled technosphere insulin compared with injected prandial insulin in type 1 diabetes: a randomized 24-week trial, Diabetes Care source
- Not checked — no full text of the sourcecites [11] Russell-Jones, 2017, Fast-acting insulin aspart improves glycemic control in basal-bolus treatment for type 1 diabetes: results of a 26-week multicenter, active-controlled, treat-to-target, randomized, parallel-group trial (onset 1), Diabetes Care source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Could not verify
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
What the sources say
- Not checked — no full text of the sourcecites [92] Adler, 2024, Post-trial monitoring of a randomised controlled trial of intensive glycaemic control in type 2 diabetes extended from 10 years to 24 years (UKPDS 91), Lancet source
- Not checked — no full text of the sourcecites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- Supportedcites [95] Bahardoust, 2024, Effect of metformin (vs. placebo or sulfonylurea) on all-cause and cardiovascular mortality and incident cardiovascular events in patients with diabetes: an umbrella review of systematic reviews with meta-analysis, J Diabetes Metab Disord source
The Incident total CVD section reports lower odds of cardiovascular events among patients with diabetes taking metformin than among those taking sulfonylurea or placebo/no drug. The Overlapping and consistency section also states that CVD incidence was significantly lower in the metformin group. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Severe hypoglycemia was significantly more common in those prescribed glargine or glimepiride.”
What the sources say
- Partly supportedcites [108] Nathan, 2022, Glycemia reduction in type 2 diabetes–glycemic outcomes, N Engl J Med sourceExperimental — accuracy not yet measured
The Results section reports significantly more severe hypoglycemia with glimepiride than with each of the other three treatments. Glargine had the second-highest incidence, but the passage does not report a significant difference between glargine and liraglutide or sitagliptin. The claim therefore overstates the evidence for glargine. (LLM, conf=0.87)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“though in clinical trials the benefits of shared decision-making were limited to face-to-face discussions (not online encounters) and to individuals with elevated A1C (>8%) (88).”
What the sources say
- Supportedcites [88] Geta, 2024, Effectiveness of shared decision-making for glycaemic control among type 2 diabetes mellitus adult patients: a systematic review and meta-analysis, PLoS One source
The Results > Subgroup analysis reports a significant HbA1c reduction for face-to-face shared decision-making, but no statistically significant reduction for web- or telephone-based delivery. The same section reports a significant reduction in the elevated-baseline-HbA1c subgroup, although the paper defines its cutoff as ≥8%, rather than the citing sentence’s >8%. (LLM, conf=0.94)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“We do not recommend using GLP-1 RAs (or the dual GIP and GLP-1 RA) together with a DPP-4 inhibitor as there is no added glucose-lowering benefit beyond that of the GLP-1 RA alone (119-121).”
What the sources say
- Partly supportedcites [119] Lajthia, 2019, Combination therapy with once-weekly glucagon like peptide-1 receptor agonists and dipeptidyl peptidase-4 inhibitors in type 2 diabetes: a case series, Pharm Pract (Granada) sourceExperimental — accuracy not yet measured
The Conclusions say the improvements with once-weekly GLP-1 RA plus DPP-4 inhibitor were not potentiated by the combination, supporting the claim for the regimen studied. The paper does not address dual GIP/GLP-1 RAs, and its Introduction reports a trial with a slightly larger HbA1c reduction from combination therapy, so it does not establish an absolute absence of added benefit. (LLM, conf=0.87)
- Not checked — no full text of the sourcecites [120] Violante, 2012, A randomized non-inferiority study comparing the addition of exenatide twice daily to sitagliptin or switching from sitagliptin to exenatide twice daily in patients with type 2 diabetes experiencing inadequate glycaemic control on metformin and sitagliptin, Diabet Med source
- Not checked — no full text of the sourcecites [121] Nauck, 2017, Addition of a dipeptidyl peptidase-4 inhibitor, sitagliptin, to ongoing therapy with the glucagon-like peptide-1 receptor agonist liraglutide: a randomized controlled trial in patients with type 2 diabetes, Diabetes Obes Metab source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
What the sources say
- Not checked — no full text of the sourcecites [92] Adler, 2024, Post-trial monitoring of a randomised controlled trial of intensive glycaemic control in type 2 diabetes extended from 10 years to 24 years (UKPDS 91), Lancet source
- Not checked — no full text of the sourcecites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- Partly supportedcites [95] Bahardoust, 2024, Effect of metformin (vs. placebo or sulfonylurea) on all-cause and cardiovascular mortality and incident cardiovascular events in patients with diabetes: an umbrella review of systematic reviews with meta-analysis, J Diabetes Metab Disord sourceExperimental — accuracy not yet measured
The Introduction (page unavailable) reports that metformin may provide renal protection and decrease the risk of diabetes complications compared with conventional treatment. Renal complications are one type of microvascular complication, but the paper does not establish a reduction in microvascular complications generally; its own analysis addresses cardiovascular events and mortality. (LLM, conf=0.76)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“though in clinical trials the benefits of shared decision-making were limited to face-to-face discussions (not online encounters) and to individuals with elevated A1C (>8%) (88).”
What the sources say
- Partly supportedcites [88] Geta, 2024, Effectiveness of shared decision-making for glycaemic control among type 2 diabetes mellitus adult patients: a systematic review and meta-analysis, PLoS One sourceExperimental — accuracy not yet measured
The Results (Subgroup analysis; page unavailable) report a significant HbA1c reduction in studies of patients with baseline HbA1c ≥8%, but not in studies of patients below 8%. This supports the general pattern, but the paper uses a ≥8% threshold rather than >8%, and the study-level subgroup result does not establish that benefits were limited to particular individuals. (LLM, conf=0.84)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“When A1C is $1.5% above the individualized glycemic goal (see Section 6,”
What the sources say
- Partly supportedcites [89] Davies, 2022, Management of hyperglycemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD), Diabetes Care sourceExperimental — accuracy not yet measured
The Combination Therapy section says combination approaches can improve the durability of glycemic control, and the treatment-rationale section says glycemic goals should be individualized (page numbers unavailable). Our copy does not state the ≥1.5% threshold or say that many people above it will require combination therapy or a more potent agent to reach their goal. (LLM, conf=0.82)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“However, the occurrence of this complication is very rare (100) and primarily occurs when the estimated glomerular filtration rate (eGFR) is <30 mL/ min/1.73 m 2 (101).”
What the sources say
- Partly supportedcites [101] Lipska, 2011, Use of metformin in the setting of mild-to-moderate renal insufficiency, Diabetes Care sourceExperimental — accuracy not yet measured
In Conclusions and Recommendations (page unavailable), the paper recommends stopping metformin at eGFR <30 mL/min/1.73 m² and cautions about lactic acidosis in more advanced CKD. It does not report that lactic acidosis primarily occurs below that threshold; the cutoff is a prescribing recommendation, not an observed distribution of cases. (LLM, conf=0.83)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
What the sources say
- Not checked — no full text of the sourcecites [92] Adler, 2024, Post-trial monitoring of a randomised controlled trial of intensive glycaemic control in type 2 diabetes extended from 10 years to 24 years (UKPDS 91), Lancet source
- Not checked — no full text of the sourcecites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- Supportedcites [95] Bahardoust, 2024, Effect of metformin (vs. placebo or sulfonylurea) on all-cause and cardiovascular mortality and incident cardiovascular events in patients with diabetes: an umbrella review of systematic reviews with meta-analysis, J Diabetes Metab Disord source
The CVD mortality section reports lower pooled all-cause mortality among patients with diabetes taking metformin than among those taking sulfonylurea or placebo/no drug. This supports the attributed claim that metformin reduces the risk of death in that population. (LLM, conf=0.93)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesEvery source the paper cites for this claim was checked and supports it.
In the paper
“However, some data support initial combination therapy for more rapid attainment of glycemic goals (113,114) and later combination therapy for longer durability of glycemic effect (115).”
What the sources say
- Supportedcites [113] Abdul-Ghani, 2015, Initial combination therapy with metformin, pioglitazone and exenatide is more effective than sequential add-on therapy in subjects with new-onset diabetes. Results from the Efficacy and Durability of Initial Combination Therapy for Type 2 Diabetes (EDICT): a randomized trial, Diabetes Obes Metab source
The Results (page not available in our copy) report that HbA1c fell in both groups during the first six months, but was significantly lower with initial triple therapy than with sequential conventional therapy at six months (6.0% versus 6.2%). This supports the citing sentence’s hedged point that initial combination therapy may help patients attain glycemic goals more rapidly; the later-durability clause is attributed to a different citation. (LLM, conf=0.85)
- Supportedcites [114] Cai, 2018, Efficacy and safety of initial combination therapy in treatment-naïve type 2 diabetes patients: a systematic review and meta-analysis, Diabetes Ther source
The Discussion says initial combination therapy may produce early, robust HbA1c lowering and reports that most combinations provided better glucose control than monotherapy. It also says greater initial HbA1c reduction could enable more people to achieve glycemic goals. This supports the citing sentence’s qualified claim about more rapid attainment; no page number is provided in our copy. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Addition of GLP-1 RAs or the dual GIP and GLP-1 RA to metformin usually results in 1 to $2% lowering of A1C (104,117,118) (Fig. 9.3 and Table 9.2).”
What the sources say
- Not checked — no full text of the sourcecites [104] Frías, 2021, Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes, N Engl J Med source
- Partly supportedcites [117] Bennett, 2011, Comparative effectiveness and safety of medications for type 2 diabetes: an update including new drugs and 2-drug combinations, Ann Intern Med sourceExperimental — accuracy not yet measured
The Results section (Comparative Effectiveness for Intermediate Outcomes; page not provided) reports that two-drug combinations lowered HbA1c by about one percentage point more than monotherapy and that, on low-strength evidence, metformin plus a GLP-1 agonist lowered HbA1c more than metformin plus a DPP-4 inhibitor. It does not establish a usual 1 to ≥2 percentage-point reduction specifically for GLP-1 add-on therapy, and the passages do not address dual GIP/GLP-1 agonists. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [118] Maloney, 2019, A model-based meta-analysis of 24 antihyperglycemic drugs for type 2 diabetes: comparison of treatment effects at therapeutic doses, Clin Pharmacol Ther source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“GLP-1 RAs and dual GIP and GLP-1 RA in these trials also had a lower risk of hypoglycemia and beneficial effects on body weight compared with insulin, albeit with greater gastrointestinal side effects.”
What the sources say
- Not checked — no full text of the sourcecites [123] Del Prato, 2021, Tirzepatide versus insulin glargine in type 2 diabetes and increased cardiovascular risk (SURPASS-4): a randomised, open-label, parallel-group, multicentre, phase 3 trial, Lancet source
- Partly supportedcites [124] Singh, 2017, Glucagon-like peptide-1 receptor agonists compared with basal insulins for the treatment of type 2 diabetes mellitus: a systematic review and meta-analysis, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The Discussion reports significant weight loss with all GLP-1 RAs studied, compared with weight gain on basal insulin. The Methods describe trials of GLP-1 RAs versus basal insulin; the paper does not address dual GIP and GLP-1 receptor agonists, so it does not support that part of the claim. Page numbers were not provided in the passages. (LLM, conf=0.90)
- Partly supportedcites [125] Levin, 2017, Glucagon-like peptide-1 receptor agonists: a systematic review of comparative effectiveness research, Diabetes Metab Syndr Obes sourceExperimental — accuracy not yet measured
The “GLP-1RAs versus insulin products” section (page not provided) reports weight loss with GLP-1 receptor agonists versus weight gain with insulin, supporting that part of the claim. The review does not report weight outcomes for dual GIP/GLP-1 receptor agonists, so it does not support extending the comparison to them. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [126] Abd El Aziz, 2017, A meta-analysis comparing clinical effects of short- or long-acting GLP-1 receptor agonists versus insulin treatment from head-to-head studies in type 2 diabetic patients, Diabetes Obes Metab source
- Not checked — no full text of the sourcecites [127] Giorgino, 2015, Efficacy and safety of once-weekly dulaglutide versus insulin glargine in patients with type 2 diabetes on metformin and glimepiride (AWARD-2), Diabetes Care source
- Not checked — no full text of the sourcecites [128] Aroda, 2017, Efficacy and safety of once-weekly semaglutide versus once-daily insulin glargine as add-on to metformin (with or without sulfonylureas) in insulin-naive patients with type 2 diabetes (SUSTAIN 4): a randomised, open-label, parallel-group, multicentre, multinational, phase 3a trial, Lancet Diabetes Endocrinol source
- Partly supportedcites [129] Davies, 2013, Once-weekly exenatide versus once- or twice-daily insulin detemir: randomized, open-label, clinical trial of efficacy and safety in patients with type 2 diabetes treated with metformin alone or in combination with sulfonylureas, Diabetes Care sourceExperimental — accuracy not yet measured
The Results (Secondary outcomes) report that once-weekly exenatide reduced body weight while insulin detemir increased it, supporting the weight comparison for a GLP-1 receptor agonist. This trial does not study a dual GIP/GLP-1 receptor agonist, so it cannot support that part of the attributed claim. (LLM, conf=0.85)
- Not checked — no full text of the sourcecites [130] Diamant, 2010, Once weekly exenatide compared with insulin glargine titrated to target in patients with type 2 diabetes (DURATION-3): an open-label randomised trial, Lancet source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesEvery source the paper cites for this claim was checked and supports it.
In the paper
“Shared decisionmaking can be facilitated during clinical encounters through use of decision aides and has been shown to improve A1C in adults with type 2 diabetes”
What the sources say
- Supportedcites [88] Geta, 2024, Effectiveness of shared decision-making for glycaemic control among type 2 diabetes mellitus adult patients: a systematic review and meta-analysis, PLoS One source
The Introduction describes decision aids as tools that promote shared decision-making during clinical encounters. The Results report that, across 17 trials of adults with type 2 diabetes, shared decision-making lowered HbA1c by a small but statistically significant 0.14 percentage points compared with usual care. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Metformin is also more effective than dipeptidyl peptidase 4 (DPP-4) inhibitors in lowering A1C and weight when used as monotherapy (97).”
What the sources say
- Supportedcites [97] Karagiannis, 2012, Dipeptidyl peptidase-4 inhibitors for treatment of type 2 diabetes mellitus in the clinical setting: systematic review and meta-analysis, BMJ source
The Glycaemic efficacy section reports that DPP-4 inhibitors produced a smaller decline in HbA1c than metformin when each was used as monotherapy. The What this study adds section likewise states that metformin is superior for reducing HbA1c. Page numbers are not provided in the supplied copy. (LLM, conf=0.95)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“The U-200 formulations of insulin degludec, insulin lispro, and insulin lispro-aabc have pharmacokinetics similar to those of their U-100 counterparts (182-184).”
What the sources say
- Not checked — no full text of the sourcecites [182] Korsatko, 2013, A comparison of the steady-state pharmacokinetic and pharmacodynamic profiles of 100 and 200 U/mL formulations of ultra-long-acting insulin degludec, Clin Drug Investig source
- Supportedcites [183] de la Peña, 2016, Bioequivalence and comparative pharmacodynamics of insulin lispro 200 U/mL relative to insulin lispro (Humalog) 100 U/mL, Clin Pharmacol Drug Dev source
The Abstract reports similar pharmacokinetic responses for insulin lispro 200 U/mL and 100 U/mL, and the Discussion states that the formulations were bioequivalent. This paper supports the insulin lispro portion of the multi-citation sentence; it does not address insulin degludec or insulin lispro-aabc. (LLM, conf=0.92)
- Not checked — no full text of the sourcecites [184] Gentile, 2018, A randomized, open-label, comparative, crossover trial on preference, efficacy, and safety profiles of lispro insulin U-100 versus concentrated lispro insulin U-200 in patients with type 2 diabetes mellitus: a possible contribution to greater treatment adherence, Expert Opin Drug Saf source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“to lower the risks of hypoglycemia and weight gain associated with insulin therapy (131,172).”
What the sources say
- Partly supportedcites [131] Dahl, 2022, Effect of subcutaneous tirzepatide vs placebo added to titrated insulin glargine on glycemic control in patients with type 2 diabetes: the SURPASS-5 randomized clinical trial, JAMA sourceExperimental — accuracy not yet measured
The Introduction says that GLP-1 receptor agonists added to basal insulin improve body weight without increasing hypoglycemia risk, and the Discussion reports weight reduction with tirzepatide. But the Adverse Events results do not show that tirzepatide lowered hypoglycemia risk versus placebo: hypoglycemia occurred in 14.2%–19.3% of tirzepatide recipients versus 12.5% of placebo recipients. The claim is supported for weight gain, but not for a reduction in hypoglycemia risk. (LLM, conf=0.90)
- Not checked — no full text of the sourcecites [172] Castellana, 2019, GLP-1 receptor agonist added to insulin versus basal-plus or basal-bolus insulin therapy in type 2 diabetes: a systematic review and meta-analysis, Diabetes Metab Res Rev source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Individuals with type 2 diabetes and moderate levels of CVD risk appear to derive cardiovascular and mortality benefits with preferential use of GLP-1 RA and SGLT2 inhibitors compared with sulfonylurea or DPP-4 inhibitors (134).”
What the sources say
- Supportedcites [134] McCoy, 2024, Effectiveness of glucose-lowering medications on cardiovascular outcomes in patients with type 2 diabetes at moderate cardiovascular risk, Nat Cardiovasc Res source
The study’s results passage [3] reports lower risks of major adverse cardiovascular events and all-cause mortality with GLP-1RA and SGLT2i than with DPP4i, and higher risks with sulfonylureas than with either class. Its concluding passage [4] explicitly favors GLP-1RA and SGLT2i for adults with type 2 diabetes at moderate baseline CVD risk. The claim’s tentative wording is consistent with the observational study’s conclusion. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“GLP-1 RAs and dual GIP and GLP-1 RA in these trials also had a lower risk of hypoglycemia and beneficial effects on body weight compared with insulin, albeit with greater gastrointestinal side effects.”
What the sources say
- Not checked — no full text of the sourcecites [123] Del Prato, 2021, Tirzepatide versus insulin glargine in type 2 diabetes and increased cardiovascular risk (SURPASS-4): a randomised, open-label, parallel-group, multicentre, phase 3 trial, Lancet source
- Could not verifycites [124] Singh, 2017, Glucagon-like peptide-1 receptor agonists compared with basal insulins for the treatment of type 2 diabetes mellitus: a systematic review and meta-analysis, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The Results, under Safety outcomes (page unavailable), say gastrointestinal-event reporting was insufficient for a meaningful analysis; they do not state whether GLP-1 RAs caused more gastrointestinal side effects than insulin. The Results list GLP-1 RAs compared with basal insulins, but no dual GIP/GLP-1 agonist. I searched the copy for gastrointestinal-event comparisons and dual-agonist trials. (LLM, conf=0.77)
- Partly supportedcites [125] Levin, 2017, Glucagon-like peptide-1 receptor agonists: a systematic review of comparative effectiveness research, Diabetes Metab Syndr Obes sourceExperimental — accuracy not yet measured
The “GLP-1RAs versus insulin products” section states that gastrointestinal adverse events were generally more frequent with GLP-1RAs than with insulin. The supplied passage does not address dual GIP/GLP-1 receptor agonists, so it supports only the GLP-1RA portion of the claim. No page number was provided. (LLM, conf=0.87)
- Not checked — no full text of the sourcecites [126] Abd El Aziz, 2017, A meta-analysis comparing clinical effects of short- or long-acting GLP-1 receptor agonists versus insulin treatment from head-to-head studies in type 2 diabetic patients, Diabetes Obes Metab source
- Not checked — no full text of the sourcecites [127] Giorgino, 2015, Efficacy and safety of once-weekly dulaglutide versus insulin glargine in patients with type 2 diabetes on metformin and glimepiride (AWARD-2), Diabetes Care source
- Not checked — no full text of the sourcecites [128] Aroda, 2017, Efficacy and safety of once-weekly semaglutide versus once-daily insulin glargine as add-on to metformin (with or without sulfonylureas) in insulin-naive patients with type 2 diabetes (SUSTAIN 4): a randomised, open-label, parallel-group, multicentre, multinational, phase 3a trial, Lancet Diabetes Endocrinol source
- Partly supportedcites [129] Davies, 2013, Once-weekly exenatide versus once- or twice-daily insulin detemir: randomized, open-label, clinical trial of efficacy and safety in patients with type 2 diabetes treated with metformin alone or in combination with sulfonylureas, Diabetes Care sourceExperimental — accuracy not yet measured
The Results (Safety and tolerability; page unavailable) report more nausea, vomiting, and diarrhea with once-weekly exenatide than with insulin detemir. This supports the gastrointestinal-side-effect comparison for that GLP-1 receptor agonist, but the paper does not study a dual GIP/GLP-1 receptor agonist or establish the comparison across all the trials mentioned. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [130] Diamant, 2010, Once weekly exenatide compared with insulin glargine titrated to target in patients with type 2 diabetes (DURATION-3): an open-label randomised trial, Lancet source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“This is particularly important because SGLT2 inhibitors and GLP-1 RAs are associated with lower risk of hypoglycemia and individuals with ASCVD, HF, and CKD have higher hypoglycemia risk than individuals without these conditions (132).”
What the sources say
- Partly supportedcites [132] McCoy, 2020, Association of cumulative multimorbidity, glycemic control, and medication use with hypoglycemia-related emergency department visits and hospitalizations among adults with diabetes, JAMA Netw Open sourceExperimental — accuracy not yet measured
The Methods (Independent Variables; page not provided) place SGLT2 inhibitors and GLP-1 receptor agonists in a combined “other medications” group. The Results (Independent Risk Factors; page not provided) find lower hypoglycemia-related emergency-care risk for that group than for patients using sulfonylureas or insulin. The paper does not report separate risk estimates for SGLT2 inhibitors or GLP-1 receptor agonists, so it cannot establish the claimed association for each class individually. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources that could be checked couldn’t confirm or dispute this claim.
In the paper
“Individuals with type 2 diabetes are generally more insulin resistant than those with type 1 diabetes, require higher daily doses ($1 unit/kg), and have lower rates of hypoglycemia (174).”
What the sources say
- Could not verifycites [174] McCall, 2012, Insulin therapy and hypoglycemia, Endocrinol Metab Clin North Am sourceExperimental — accuracy not yet measured
The “Hypoglycemia in Type 2 DM” section describes relative insulin resistance in type 2 diabetes, but gives no daily insulin requirement. The “Bolus Insulin Strategies” section discusses dose calculations without stating that people with type 2 diabetes generally require ≥1 unit/kg per day or higher daily doses than those with type 1 diabetes (searched: 1 unit/kg, units/kg, and comparative insulin requirements). (LLM, conf=0.76)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Could not verify
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“A secondary analysis of the GRADE trial found that insulin glargine, liraglutide, sitagliptin, and glimepiride did not prevent the development of CKD when added to metformin monotherapy in individuals without underlying CKD (145).”
What the sources say
- Partly supportedcites [145] Wexler, 2023, Comparative effects of glucose-lowering medications on kidney outcomes in type 2 diabetes: the GRADE randomized clinical trial, JAMA Intern Med sourceExperimental — accuracy not yet measured
The Discussion (page unavailable) says the four drug classes had no significant differences in kidney outcomes and no substantial comparative advantage for preventing diabetic kidney disease in a cohort predominantly without kidney disease at baseline. It does not establish that none prevented CKD: the trial compared the four add-on medications with one another, not with metformin alone, and not every participant was free of kidney disease at baseline. (LLM, conf=0.88)
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Individuals with type 2 diabetes are generally more insulin resistant than those with type 1 diabetes, require higher daily doses ($1 unit/kg), and have lower rates of hypoglycemia (174).”
What the sources say
- Supportedcites [174] McCall, 2012, Insulin therapy and hypoglycemia, Endocrinol Metab Clin North Am source
The “Hypoglycemia in Type 2 DM” section (page unavailable) describes a relative resistance to insulin action in type 2 diabetes while comparing it with type 1 diabetes. That supports the quoted claim that people with type 2 diabetes are generally more insulin resistant. (LLM, conf=0.88)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“an initial dose reduction of 10-20% can be used for individuals in very tight management or at high risk for hypoglycemia and is typically needed when switching from insulin detemir or U-300 glargine to another insulin (169).”
What the sources say
- Partly supportedcites [169] Mehta, 2021, Practical guidance on the initiation, titration, and switching of basal insulins: a narrative review for primary care, Ann Med sourceExperimental — accuracy not yet measured
The ‘How to switch between basal insulins’ section recommends using 80% of the prior dose when switching from U-300 to U-100 glargine, supporting a 20% reduction for that specific switch. It says switching from detemir to another intermediate- or long-acting insulin is generally unit-for-unit, though adjustment may be needed when switching to U-100 glargine. It does not give a general 10–20% reduction for detemir switches or the cited recommendation for people with very tight management or high hypoglycemia risk; page numbers were not provided in our copy. (LLM, conf=0.90)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Meta-analyses of trials comparing rapid-acting insulin analogs with human regular insulin in type 2 diabetes have not reported meaningful differences in A1C or hypoglycemia (175,176).”
What the sources say
- Not checked — no full text of the sourcecites [175] Mannucci, 2009, Short-acting insulin analogues vs. regular human insulin in type 2 diabetes: a meta-analysis, Diabetes Obes Metab source
- Partly supportedcites [176] Heller, 2013, Meta-analysis of insulin aspart versus regular human insulin used in a basal-bolus regimen for the treatment of diabetes mellitus, J Diabetes sourceExperimental — accuracy not yet measured
The Discussion (page not available in our copy) calls the A1C improvement with insulin aspart small and clinically of marginal benefit. The Results report comparable overall hypoglycemia rates, but significantly fewer nocturnal episodes with insulin aspart; the paper says this reduction may have important clinical implications. The analysis also includes both type 1 and type 2 diabetes, rather than establishing these findings specifically for type 2 diabetes. (LLM, conf=0.88)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Individuals with CKD, particularly advanced CKD and kidney failure, are at high risk for hypoglycemia (132).”
What the sources say
- Partly supportedcites [132] McCoy, 2020, Association of cumulative multimorbidity, glycemic control, and medication use with hypoglycemia-related emergency department visits and hospitalizations among adults with diabetes, JAMA Netw Open sourceExperimental — accuracy not yet measured
The Results section identifies CKD stages 3–4 and end-stage renal disease among the conditions most strongly associated with hypoglycemia-related emergency visits and hospitalizations. The study concerns adults with diabetes and events requiring emergency or hospital care; it does not establish the same risk for all individuals with CKD or for hypoglycemia of any severity. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“U-500 regular insulin has distinct pharmacokinetics with similar onset but a delayed, blunted, and prolonged peak effect and longer duration of action compared with U-100 regular insulin; thus, it has characteristics more like a premixed intermediate-acting (NPH) and regular insulin product and can be used as two or three daily injections (177,178).”
What the sources say
- Partly supportedcites [177] de la Peña, 2011, Pharmacokinetics and pharmacodynamics of high-dose human regular U-500 insulin versus human regular U-100 insulin in healthy obese subjects, Diabetes Care sourceExperimental — accuracy not yet measured
The Conclusions (page unavailable) report a similar onset to U-100 regular insulin and a longer duration of action, which the authors say may permit multiple daily injections without basal insulin. Those findings support the short- and longer-acting aspects of the analogy, but the paper does not compare U-500 with an NPH/regular premix or state that their characteristics are alike. (LLM, conf=0.82)
- Not checked — no full text of the sourcecites [178] Wysham, 2016, Effect of total daily dose on efficacy, dosing, and safety of 2 dose titration regimens of human regular U500 insulin in severely insulin-resistant patients with type 2 diabetes, Endocr Pract source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Individuals with type 2 diabetes are generally more insulin resistant than those with type 1 diabetes, require higher daily doses ($1 unit/kg), and have lower rates of hypoglycemia (174).”
What the sources say
- Supportedcites [174] McCall, 2012, Insulin therapy and hypoglycemia, Endocrinol Metab Clin North Am source
The “Hypoglycemia in Type 2 DM” section states that hypoglycemia is generally less frequent in type 2 than in type 1 diabetes and that studies show much higher rates of severe hypoglycemia in type 1. The paper notes that rates can overlap, which is consistent with the citing sentence’s general comparison. (LLM, conf=0.94)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“The principal action of basal insulin is to restrain hepatic glucose production and limit hyperglycemia overnight and between meals (164,165).”
What the sources say
- Not checked — no full text of the sourcecites [164] Porcellati, 2015, Pharmacokinetics and pharmacodynamics of insulin glargine given in the evening as compared with in the morning in type 2 diabetes, Diabetes Care source
- Supportedcites [165] Wang, 2010, Dose-response effects of insulin glargine in type 2 diabetes, Diabetes Care source
The Conclusions (page unavailable) state that glargine lowers plasma glucose predominantly by inhibiting endogenous glucose production, and that endogenous basal insulin has a relatively hepatospecific effect. The paper also reports glucose-lowering action lasting at least 24 hours in fasting participants, consistent with the claim’s overnight and between-meal framing. (LLM, conf=0.87)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In individuals who are intensified to insulin therapy, combination therapy with a GLP-1 RA or a dual GIP and GLP-1 RA has been shown to have greater efficacy and durability of glycemic treatment effects, as well as weight and hypoglycemia benefits, than treatment intensification with insulin alone (89,131).”
What the sources say
- Partly supportedcites [89] Davies, 2022, Management of hyperglycemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD), Diabetes Care sourceExperimental — accuracy not yet measured
The “Combination GLP-1–Insulin Therapy” passage in Other Glucose-Lowering Medications (page not provided) says basal insulin plus a GLP-1 RA causes less weight gain than intensified insulin regimens. The paper also reports weight reductions with the dual GIP/GLP-1 RA tirzepatide, but the passages do not establish a weight benefit for tirzepatide combined with insulin versus insulin intensification alone. (LLM, conf=0.85)
- Supportedcites [131] Dahl, 2022, Effect of subcutaneous tirzepatide vs placebo added to titrated insulin glargine on glycemic control in patients with type 2 diabetes: the SURPASS-5 randomized clinical trial, JAMA source
The Discussion reports significantly greater body-weight reduction when tirzepatide, a dual GIP/GLP-1 receptor agonist, was added to insulin glargine than when placebo was added to glargine. The introductory passage also reports body-weight loss when GLP-1 receptor agonists are added to basal insulin. The trial itself studied adults already receiving insulin glargine, rather than people newly starting insulin. (LLM, conf=0.92)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Accruing randomized clinical trial data suggest that pioglitazone, GLP-1 RA, and a dual GIP and GLP-1 RA have potential benefits in terms of decreasing hepatic steatosis and in the resolution of MASH without worsening of fibrosis in individuals with biopsy-proven MASH or those at higher risk of clinically significant liver fibrosis identified with noninvasive tests (146-153).”
What the sources say
- Not checked — no full text of the sourcecites [146] Belfort, 2006, A placebo-controlled trial of pioglitazone in subjects with nonalcoholic steatohepatitis, N Engl J Med source
- Not checked — no full text of the sourcecites [147] Cusi, 2020, Liraglutide or insulin glargine treatments improves hepatic fat in obese patients with type 2 diabetes and nonalcoholic fatty liver disease in twenty-six weeks: a randomized placebo-controlled trial, Diabetes Res Clin Pract source
- Not checked — no full text of the sourcecites [148] Flint, 2021, Randomised clinical trial: semaglutide versus placebo reduced liver steatosis but not liver stiffness in subjects with non-alcoholic fatty liver disease assessed by magnetic resonance imaging, Aliment Pharmacol Ther source
- Partly supportedcites [149] Bizino, 2020, Placebo-controlled randomised trial with liraglutide on magnetic resonance endpoints in individuals with type 2 diabetes: a pre-specified secondary study on ectopic fat accumulation, Diabetologia sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Partly supportedcites [150] Newsome, 2021, A placebo-controlled trial of subcutaneous semaglutide in nonalcoholic steatohepatitis, N Engl J Med sourceExperimental — accuracy not yet measured
The Efficacy section (p. 5) reports that, among patients with biopsy-confirmed NASH and F2–F3 fibrosis, semaglutide—a GLP-1 receptor agonist—achieved NASH resolution without worsening fibrosis more often than placebo. This paper does not establish the claimed benefits of pioglitazone or a dual GIP/GLP-1 receptor agonist, or extend its trial finding to people selected by noninvasive tests. Its reported NASH-resolution result also does not, by itself, establish a decrease in hepatic steatosis. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [151] Loomba, 2024, Tirzepatide for metabolic dysfunction-associated steatohepatitis with liver fibrosis, N Engl J Med source
- Not checked — no full text of the sourcecites [152] Gastaldelli, 2022, Effect of tirzepatide versus insulin degludec on liver fat content and abdominal adipose tissue in people with type 2 diabetes (SURPASS-3 MRI): a substudy of the randomised, open-label, parallel-group, phase 3 SURPASS-3 trial, Lancet Diabetes Endocrinol source
- Supportedcites [153] Armstrong, 2016, Liraglutide safety and efficacy in patients with non-alcoholic steatohepatitis (LEAN): a multicentre, double-blind, randomised, placebo-controlled phase 2 study, Lancet source
The Results (page not specified in our copy) report that, among patients with biopsy-confirmed NASH, liraglutide produced more resolution without worsening fibrosis than placebo. They also report more improvements in steatosis. This trial supports the GLP-1 receptor agonist component of the multi-citation sentence. (LLM, conf=0.92)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“However, their ability to lower glucose levels declines when the eGFR falls below 45 mL/min/1.73m 2 (142-144).”
What the sources say
- Partly supportedcites [142] Perkovic, 2019, Canagliflozin and renal outcomes in type 2 diabetes and nephropathy, N Engl J Med sourceExperimental — accuracy not yet measured
The Effect on Intermediate Outcomes section reports that canagliflozin modestly lowered glycated hemoglobin compared with placebo. The paper uses 45 mL/min/1.73 m² as an eGFR subgroup boundary for renal outcomes, but the passages found do not show that glucose-lowering ability declines below that threshold. (LLM, conf=0.78)
- Supportedcites [143] Dagogo-Jack, 2021, Glycemic efficacy and safety of the SGLT2 inhibitor ertugliflozin in patients with type 2 diabetes and stage 3 chronic kidney disease: an analysis from the VERTIS CV randomized trial, BMJ Open Diabetes Res Care source
The Introduction says SGLT2 inhibitors’ glycemic efficacy depends on filtration and is attenuated in CKD stage 3. The Discussion reports smaller HbA1c reductions for two other SGLT2 inhibitors in stage 3B (eGFR 30–<45) than in stage 3A (45–<60), supporting a decline below 45—not a complete loss of glucose-lowering effect. Our copy provides no page numbers for these passages. (LLM, conf=0.86)
- Not checked — no full text of the sourcecites [144] Cherney, 2018, Pooled analysis of phase III trials indicate contrasting influences of renal function on blood pressure, body weight, and HbA1c reductions with empagliflozin, Kidney Int source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Dedicated kidney outcomes trials in people with CKD and type 2 diabetes have shown that the SGLT2 inhibitors empagliflozin, canagliflozin, and dapagliflozin have beneficial effects on slowing progression of CKD and CV outcomes in this population (139-141).”
What the sources say
- Partly supportedcites [139] McGuire, 2021, Association of SGLT2 inhibitors with cardiovascular and kidney outcomes in patients with type 2 diabetes: a meta-analysis, JAMA Cardiol sourceExperimental — accuracy not yet measured
The Methods (Outcomes; page not provided) identify CREDENCE, the canagliflozin trial, as the only included trial with a primary kidney outcome; the paper also reports favorable cardiovascular and kidney outcomes for SGLT2 inhibitors. But the Discussion (page not provided) says dedicated CKD trials of dapagliflozin and empagliflozin were still under way, with DAPA-CKD results not yet published. It therefore does not support the claim that completed dedicated kidney trials had shown these effects for all three drugs in people with CKD and type 2 diabetes. (LLM, conf=0.90)
- Supportedcites [140] Reyes-Farias, 2023, The effect of sodium-glucose cotransporter 2 inhibitors in patients with chronic kidney disease with or without type 2 diabetes mellitus on cardiovascular and renal outcomes: a systematic review and meta-analysis, PLoS One source
The Results (Baseline characteristics and Subgroup analysis) include trials of empagliflozin, canagliflozin, and dapagliflozin in patients with CKD and report a significant reduction in the primary renal outcome among those with type 2 diabetes. The Discussion concludes that SGLT2 inhibitors protect against cardiovascular and renal outcomes in CKD patients regardless of diabetes status; this review reports the trial findings rather than being a trial itself. (LLM, conf=0.86)
- Partly supportedcites [141] Herrington, 2023, Empagliflozin in patients with chronic kidney disease, N Engl J Med sourceExperimental — accuracy not yet measured
The Discussion (page not provided) reports that empagliflozin reduced the composite risk of kidney disease progression or cardiovascular death, with benefit irrespective of diabetes status; it also compares this result with CKD trials of canagliflozin and dapagliflozin. But the Results, Primary and Secondary Outcomes (page not provided), found no statistically significant benefit for cardiovascular death separately or for hospitalization for heart failure or cardiovascular death. The claim overstates the evidence for beneficial cardiovascular outcomes from the empagliflozin trial. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“This is particularly important because SGLT2 inhibitors and GLP-1 RAs are associated with lower risk of hypoglycemia and individuals with ASCVD, HF, and CKD have higher hypoglycemia risk than individuals without these conditions (132).”
What the sources say
- Partly supportedcites [132] McCoy, 2020, Association of cumulative multimorbidity, glycemic control, and medication use with hypoglycemia-related emergency department visits and hospitalizations among adults with diabetes, JAMA Netw Open sourceExperimental — accuracy not yet measured
The Results (Independent Risk Factors) associate CKD, myocardial infarction, and cerebrovascular disease with increased risk of hypoglycemia-related ED visits or hospitalizations, but report that heart failure was not independently associated with that outcome. The Crude Rates section reports higher rates among patients with any examined condition than among patients with none; that unadjusted comparison does not establish the claim for heart failure after adjustment. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In individuals who are intensified to insulin therapy, combination therapy with a GLP-1 RA or a dual GIP and GLP-1 RA has been shown to have greater efficacy and durability of glycemic treatment effects, as well as weight and hypoglycemia benefits, than treatment intensification with insulin alone (89,131).”
What the sources say
- Partly supportedcites [89] Davies, 2022, Management of hyperglycemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD), Diabetes Care sourceExperimental — accuracy not yet measured
The Other Glucose-Lowering Medications section reports greater glycemic-lowering efficacy for basal insulin combined with a GLP-1 RA than for either component alone. It does not establish greater durability, and its discussion of the dual GIP/GLP-1 RA compares tirzepatide with insulin drugs rather than evaluating tirzepatide combined with insulin. (LLM, conf=0.86)
- Partly supportedcites [131] Dahl, 2022, Effect of subcutaneous tirzepatide vs placebo added to titrated insulin glargine on glycemic control in patients with type 2 diabetes: the SURPASS-5 randomized clinical trial, JAMA sourceExperimental — accuracy not yet measured
The Primary Outcome section reports significantly greater HbA1c reductions at week 40 with tirzepatide plus titrated insulin glargine than with placebo plus titrated glargine. The paper also discusses improved glycemic control when GLP-1 receptor agonists are added to basal insulin, but this trial tested the dual GIP/GLP-1 agonist specifically and does not establish greater durability of glycemic effects than insulin intensification alone. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“In clinical trials, long-acting basal analogs (U-100 glargine and detemir) have been demonstrated to reduce the risk of level 2 hypoglycemia and nocturnal hypoglycemia compared with NPH insulin (166).”
What the sources say
- Supportedcites [166] Semlitsch, 2020, (Ultra-)long-acting insulin analogues versus NPH insulin (human isophane insulin) for adults with type 2 diabetes mellitus, Cochrane Database Syst Rev source
The review’s results report lower rates of confirmed hypoglycaemia below 55 mg/dL and confirmed nocturnal hypoglycaemia for both glargine and detemir versus NPH insulin. The Authors’ Conclusions likewise report reductions in both outcomes among adults with type 2 diabetes, while noting that the evidence is limited and the trials used low blood-glucose targets. No page number is provided in our copy. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Risk factors for DKA in individuals with either type 1 or type 2 diabetes treated with SGLT inhibitors include very-low-carbohydrate diets, prolonged fasting, dehydration, excessive alcohol intake, and other common precipitating factors (84,236).”
What the sources say
- Partly supportedcites [84] Danne, 2019, International consensus on risk management of diabetic ketoacidosis in patients with type 1 diabetes treated with sodium-glucose cotransporter (SGLT) inhibitors, Diabetes Care sourceExperimental — accuracy not yet measured
In Patient Selection (Table 2; page not provided), the paper lists reduced carbohydrate intake, excessive alcohol use, dehydration, and other DKA risk factors during SGLT inhibitor therapy. The Background section also links prolonged fasting to ketosis. The consensus addresses patients with type 1 diabetes, however, so it does not establish this risk-factor list for patients with type 2 diabetes. (LLM, conf=0.86)
- Partly supportedcites [236] Umpierrez, 2024, Hyperglycemic crises in adults with diabetes: a consensus report, Diabetes Care sourceExperimental — accuracy not yet measured
The Risk Factors section lists very-low-carbohydrate diets, prolonged fasting, dehydration, excessive alcohol intake, and typical precipitating factors for people with T2D taking SGLT2 inhibitors. It also reports increased DKA risk with SGLT2 inhibitors in T1D, but does not attribute that specific list of risk factors to people with T1D. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Medication costs can be a major source of stress for people with diabetes and contribute to worse medication-taking behavior (197); cost-reducing strategies may improve medication-taking behavior in some cases (198).”
What the sources say
- Partly supportedcites [198] Patel, 2016, Social determinants of health, cost-related nonadherence, and cost-reducing behaviors among adults with diabetes: findings from the National Health Interview Survey, Med Care sourceExperimental — accuracy not yet measured
The Results (page unavailable) associate asking a doctor for a lower-cost medication with less cost-related nonadherence among adults with diabetes. But the Discussion (page unavailable) says the cross-sectional data cannot establish whether cost-reducing strategies improve adherence; other strategies were associated with more nonadherence. (LLM, conf=0.85)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The impact on gastric emptying with GLP-1 RAs and the dual GIP and GLP-1 RA is highest at initiation and with dosage increases and then diminishes with continued administration (212).”
What the sources say
- Partly supportedcites [212] Urva, 2020, The novel dual glucose-dependent insulinotropic polypeptide and glucagon-like peptide-1 (GLP-1) receptor agonist tirzepatide transiently delays gastric emptying similarly to selective long-acting GLP-1 receptor agonists, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The Results (section 3.3; page unavailable) report that gastric-emptying delay after a single tirzepatide dose diminished after multiple doses. The Discussion (section 4; page unavailable) reports tachyphylaxis with tirzepatide and semaglutide, but it does not establish that the effect is highest with each dosage increase; delay remained detectable after escalation to 10 or 15 mg. (LLM, conf=0.83)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Medication costs can be a major source of stress for people with diabetes and contribute to worse medication-taking behavior (197); cost-reducing strategies may improve medication-taking behavior in some cases (198).”
What the sources say
- Supportedcites [197] Kang, 2018, Cost-related medication non-adherence among U.S. adults with diabetes, Diabetes Res Clin Pract source
The Introduction states that the high cost of diabetes care is associated with medication non-adherence and that the cost burden of acquiring prescriptions can reduce adherence. It also defines cost-related non-adherence as taking medication less than prescribed because of cost. (LLM, conf=0.92)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“A significant number of concerning reports regarding safety and efficacy of compounded incretin products have emerged, however, including using salt forms of the FDA-approved product's active ingredient that are not proven safe or effective for use in humans, incorporation of additional ingredients not clinically tested when mixed with incretin products (e.g., vitamin B12 and vitamin B6), products”
What the sources say
- Partly supportedcites [206] Ashraf, 2024, Safety and risk assessment of no-prescription online semaglutide purchases, JAMA Netw Open sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not checked yetcites [207] U.S. Food & Drug Administration . FDA alerts health care providers, compounders and patients of dosing errors associated with compounded injectable semaglutide products. Accessed 29 July 2024. Available from https://www.fda.gov/drugs/human-drug-compounding/fda-alerts-health-care-providers-compounders-and-patients-dosing-errors-associated-compounded
- Not checked — no full text of the sourcecites [208] Lambson, 2023, Administration errors of compounded semaglutide reported to a poison control center-case series, J Am Pharm Assoc source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Metformin use may be associated with lower risks of cardiac allograph vasculopathy after heart transplantation (229) and all-cause, malignancy-related, and infection-related mortality after kidney transplantation (230).”
What the sources say
- Supportedcites [230] Vest, 2018, Metformin use in the first year after kidney transplant, correlates, and associated outcomes in diabetic transplant recipients: a retrospective analysis of integrated registry and pharmacy claims data, Clin Transplant source
The Results section (associations with outcomes 1–2 years posttransplant) reports lower all-cause mortality associated with metformin-based treatment and statistically significant associations with lower malignancy-related and infection-related mortality. The Discussion states the same findings; the claim’s cautious “may be associated” reflects the observational study. (LLM, conf=0.94)
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Metformin is the first-line oral agent to treat alpelsib-induced hyperglycemia, and prophylactic initiation of metformin has been recommended for people with prediabetes receiving alpelsib (223).”
What the sources say
- Supportedcites [223] Gallagher, 2024, Managing hyperglycemia and rash associated with alpelisib: expert consensus recommendations using the Delphi technique, NPJ Breast Cancer source
In Results, under hyperglycemia treatment and management, the panel identifies metformin as the preferred first-line agent for patients who develop hyperglycemia on alpelisib. The same section recommends prophylactic metformin for patients with baseline HbA1c of 5.7–6.4%, the prediabetes range. (LLM, conf=0.95)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Medication costs can be a major source of stress for people with diabetes and contribute to worse medication-taking behavior (197); cost-reducing strategies may improve medication-taking behavior in some cases (198).”
What the sources say
- Partly supportedcites [197] Kang, 2018, Cost-related medication non-adherence among U.S. adults with diabetes, Diabetes Res Clin Pract sourceExperimental — accuracy not yet measured
The Introduction says medication costs can burden people with diabetes and reduce adherence; the Discussion reports cost-related non-adherence among U.S. adults with diabetes. The paper does not establish that medication costs are a major source of stress, so that part of the claim is unsupported. (LLM, conf=0.85)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Studies have not found evidence of drug interaction with immunosuppression, including finding no changes in dosing or toxicity (231-233).”
What the sources say
- Supportedcites [231] Thangavelu, 2020, A retrospective study of glucagon-like peptide 1 receptor agonists for the management of diabetes after transplantation, Diabetes Ther source
The Results report no significant change in tacrolimus levels, no unexpected immunosuppressant dose changes, and no significant changes in renal or liver measures during follow-up. The Discussion also reports no other serious adverse effects, while noting that the authors could not determine whether one rejection episode was related to GLP-1RA. (LLM, conf=0.88)
- Partly supportedcites [232] Kukla, 2020, The use of GLP1R agonists for the treatment of type 2 diabetes in kidney transplant recipients, Transplant Direct sourceExperimental — accuracy not yet measured
The Results and Discussion (page unavailable) report no significant change in tacrolimus dosing and no acute rejection after GLP-1RA initiation; the authors infer no clinically significant effect on tacrolimus absorption. The paper does not establish an absence of interactions or toxicity across immunosuppressive drugs, and it notes that gastrointestinal side effects of mycophenolate and GLP-1RAs may be cumulative. (LLM, conf=0.84)
- Not checked — no full text of the sourcecites [233] Singh, 2019, Largest single-centre experience of dulaglutide for management of diabetes mellitus in solid organ transplant recipients, Diabetes Obes Metab source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“For those with HNF1A mutations, addition of a DPP-4 inhibitor to the sulfonylurea may help improve glycemic variability and attainment of glycemic goals (235).”
What the sources say
- Supportedcites [235] Christensen, 2020, Efficacy and safety of glimepiride with or without linagliptin treatment in patients with HNF1A diabetes (maturity-onset diabetes of the young type 3): a randomized, double-blinded, placebo-controlled, crossover trial (GLIMLINA), Diabetes Care source
The Conclusions (page not supplied) report that adding linagliptin to glimepiride in patients with HNF1A diabetes reduced glycemic variability by CV and SD, though not MAGE, and reduced HbA1c. This supports the citing sentence’s hedged claim about variability and glycemic goals; the study included adults only. (LLM, conf=0.92)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Studies comparing inhaled insulin with injectable insulin have demonstrated its faster onset and shorter duration compared with the RAA insulin lispro as well as clinically meaningful A1C reductions and weight reductions compared with the RAA insulin aspart over 24 weeks (186-188).”
What the sources say
- Partly supportedcites [186] Akturk, 2018, Improved postprandial glucose with inhaled technosphere insulin compared with insulin aspart in patients with type 1 diabetes on multiple daily injections: the STAT study, Diabetes Technol Ther sourceExperimental — accuracy not yet measured
The Results report a small, nonsignificant weight loss with inhaled Technosphere insulin (−0.22 kg) versus weight gain with aspart (+0.76 kg), with a significant between-group difference. But the Methods and Results describe a four-week trial, not 24 weeks; the cited paper does not establish weight reduction over the claimed duration. (LLM, conf=0.91)
- Supportedcites [187] Hoogwerf, 2021, Results of a 24-week trial of technosphere insulin versus insulin aspart in type 2 diabetes, Endocr Pract source
The Introduction identifies this as a 24-week comparison of inhaled Technosphere insulin and insulin aspart in people with type 2 diabetes. The Body Weight section reports a 0.78 kg decrease with inhaled insulin versus a 0.23 kg increase with insulin aspart, with a statistically significant between-group difference. Page numbers are not supplied in our copy. (LLM, conf=0.93)
- Could not verifycites [188] Grant, 2022, Comparison of pharmacokinetics and pharmacodynamics of inhaled technosphere insulin and subcutaneous insulin lispro in the treatment of type 1 diabetes mellitus, Clin Pharmacokinet sourceExperimental — accuracy not yet measured
The Discussion > Clinical Use compares inhaled insulin with insulin aspart for time in glucose range and hypoglycemia, but does not report weight changes. The References list a 24-week inhaled-insulin trial; our copy does not state whether that trial found weight reductions compared with aspart. Searched for weight reduction, insulin aspart, and 24-week outcomes. (LLM, conf=0.74)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Clinicians should routinely review the individual's access to glucagon, as appropriate glucagon prescribing is low (191)(192)(193).”
What the sources say
- Supportedcites [191] Herges, 2023, Glucagon prescribing and costs among U.S. adults with diabetes, 2011-2021, Diabetes Care source
The Conclusions state that glucagon remains underutilized even among patients at high risk of severe hypoglycemia and call for interventions to increase prescribing. The study measured prescription fills rather than prescriptions issued, but its conclusion supports the broad claim that appropriate prescribing is insufficient. (LLM, conf=0.86)
- Supportedcites [192] Kahn, 2021, Glucagon use by U.S. adults with type 1 and type 2 diabetes, J Diabetes Complications source
The Introduction says patients at risk for hypoglycemia should be prescribed glucagon. The Abstract says prescription rates are lower than expected, and the Discussion reports that glucagon was rarely filled, even among patients with prior severe hypoglycemia, while calling for better prescribing practices. The study measured prescription fills rather than prescriptions issued. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [193] Benning, 2023, Glucagon fill rates and cost among children and adolescents with type 1 diabetes in the United States, 2011-2021, Diabetes Res Clin Pract source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Insulin and sulfonylureas should be considered last-line agents, as insulin can reactivate the PI3K pathway, negating the effects of alpelisib (223,224).”
What the sources say
- Partly supportedcites [223] Gallagher, 2024, Managing hyperglycemia and rash associated with alpelisib: expert consensus recommendations using the Delphi technique, NPJ Breast Cancer sourceExperimental — accuracy not yet measured
The Introduction says preclinical data suggest that compensatory hyperinsulinemia can partially reactivate the PI3K pathway; the Results also warn that insulin carries a potential risk of pathway stimulation. The paper does not say insulin negates alpelisib’s effects. Its Results generally advise against insulin and sulfonylureas as first- or second-line agents, but allow insulin in some circumstances. (LLM, conf=0.88)
- Partly supportedcites [224] Goncalves, 2022, Management of phosphatidylinositol-3-kinase inhibitor-associated hyperglycemia, Integr Cancer Ther sourceExperimental — accuracy not yet measured
The “Insulin as Last Line of Therapy” section says insulin can partially reactivate the PI3K pathway despite PI3K-inhibitor treatment. The Concluding Remarks say insulin may theoretically curb antitumor activity; the paper does not say it negates alpelisib’s effects. Page numbers were not available in our copy. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Up to a third of people treated with SGLT2 inhibitors who developed DKA present with glucose levels <200 mg/dL (11.1 mmol/L) (239), and in one study 71% presented with glucose levels #250 mg/dL (13.9 mmol/L) (240)”
What the sources say
- Supportedcites [240] Blau, 2017, Ketoacidosis associated with SGLT2 inhibitor treatment: analysis of FAERS data, Diabetes Metab Res Rev source
The Methods (page unavailable) define euglycemic DKA as plasma glucose ≤250 mg/dL. The Results (page unavailable) report that 29 of 41 SGLT2 inhibitor-associated ketoacidosis reports with sufficient glucose information (71%) met the criteria or explicitly described euglycemic DKA. The percentage applies to those 41 reports, not all reported cases. (LLM, conf=0.90)
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Metformin use may be associated with lower risks of cardiac allograph vasculopathy after heart transplantation (229) and all-cause, malignancy-related, and infection-related mortality after kidney transplantation (230).”
What the sources say
- Supportedcites [229] Ram, 2019, Metformin therapy in patients with diabetes mellitus is associated with a reduced risk of vasculopathy and cardiovascular mortality after heart transplantation, Cardiovasc Diabetol source
The Results section (“Risk for CAV”) reports higher CAV-free survival among heart-transplant recipients treated with metformin and an adjusted association with lower CAV risk. The citing sentence appropriately says “may be associated” and attributes only the heart-transplant claim to this source. (LLM, conf=0.93)
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
In the paper
“However, some data support initial combination therapy for more rapid attainment of glycemic goals (113,114) and later combination therapy for longer durability of glycemic effect (115).”
What the sources say
- Not checked — no full text of the sourcecites [115] Aroda, 2019, Durability of insulin degludec plus liraglutide versus insulin glargine U100 as initial injectable therapy in type 2 diabetes (DUAL VIII): a multicentre, open-label, phase 3b, randomised controlled trial, Lancet Diabetes Endocrinol source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“In general, the largest reductions in A1C levels are achieved by treatment plans that include insulin, select GLP-1 RAs (particularly semaglutide), and tirzepatide, while DPP-4 inhibitors resulted in the smallest reductions in A1C (104-106).”
What the sources say
- Not checked — no full text of the sourcecites [104] Frías, 2021, Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes, N Engl J Med source
- Not checked — no full text of the sourcecites [105] Sorli, 2017, Efficacy and safety of once-weekly semaglutide monotherapy versus placebo in patients with type 2 diabetes (SUSTAIN 1): a double-blind, randomised, placebo-controlled, parallel-group, multinational, multicentre phase 3a trial, Lancet Diabetes Endocrinol source
- Not checked — no full text of the sourcecites [106] Tsapas, 2020, Comparative effectiveness of glucose-lowering drugs for type 2 diabetes: a systematic review and network meta-analysis, Ann Intern Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“In general, the largest reductions in A1C levels are achieved by treatment plans that include insulin, select GLP-1 RAs (particularly semaglutide), and tirzepatide, while DPP-4 inhibitors resulted in the smallest reductions in A1C (104-106).”
What the sources say
- Not checked — no full text of the sourcecites [104] Frías, 2021, Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes, N Engl J Med source
- Not checked — no full text of the sourcecites [105] Sorli, 2017, Efficacy and safety of once-weekly semaglutide monotherapy versus placebo in patients with type 2 diabetes (SUSTAIN 1): a double-blind, randomised, placebo-controlled, parallel-group, multinational, multicentre phase 3a trial, Lancet Diabetes Endocrinol source
- Not checked — no full text of the sourcecites [106] Tsapas, 2020, Comparative effectiveness of glucose-lowering drugs for type 2 diabetes: a systematic review and network meta-analysis, Ann Intern Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“However, the occurrence of this complication is very rare (100) and primarily occurs when the estimated glomerular filtration rate (eGFR) is <30 mL/ min/1.73 m 2 (101).”
What the sources say
- Not checked — no full text of the sourcecites [100] Salpeter, 2010, Risk of fatal and nonfatal lactic acidosis with metformin use in type 2 diabetes mellitus, Cochrane Database Syst Rev source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Compared with sulfonylureas, metformin as first-line therapy has beneficial effects on A1C, is weight neutral, does not cause hypoglycemia, and reduces cardiovascular mortality (96).”
What the sources say
- Not checked — no full text of the sourcecites [96] Maruthur, 2016, Diabetes medications as monotherapy or metformin-based combination therapy for type 2 diabetes: a systematic review and meta-analysis, Ann Intern Med source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Compared with sulfonylureas, metformin as first-line therapy has beneficial effects on A1C, is weight neutral, does not cause hypoglycemia, and reduces cardiovascular mortality (96).”
What the sources say
- Not checked — no full text of the sourcecites [96] Maruthur, 2016, Diabetes medications as monotherapy or metformin-based combination therapy for type 2 diabetes: a systematic review and meta-analysis, Ann Intern Med source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“In A Diabetes Outcome Progression Trial (ADOPT), rosiglitazone monotherapy was more effective than metformin and glyburide monotherapies in achieving and maintaining fasting plasma glucose below 180 mg/dL (10 mmol/L) among recently diagnosed individuals with type 2 diabetes whose baseline fasting plasma glucose was 126-180 mg/dL (7-10 mmol/L), while glyburide was least effective (107).”
What the sources say
- Not checked — no full text of the sourcecites [107] Kahn, 2006, Glycemic durability of rosiglitazone, metformin, or glyburide monotherapy, N Engl J Med source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“In A Diabetes Outcome Progression Trial (ADOPT), rosiglitazone monotherapy was more effective than metformin and glyburide monotherapies in achieving and maintaining fasting plasma glucose below 180 mg/dL (10 mmol/L) among recently diagnosed individuals with type 2 diabetes whose baseline fasting plasma glucose was 126-180 mg/dL (7-10 mmol/L), while glyburide was least effective (107).”
What the sources say
- Not checked — no full text of the sourcecites [107] Kahn, 2006, Glycemic durability of rosiglitazone, metformin, or glyburide monotherapy, N Engl J Med source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Compared with sulfonylureas, metformin as first-line therapy has beneficial effects on A1C, is weight neutral, does not cause hypoglycemia, and reduces cardiovascular mortality (96).”
What the sources say
- Not checked — no full text of the sourcecites [96] Maruthur, 2016, Diabetes medications as monotherapy or metformin-based combination therapy for type 2 diabetes: a systematic review and meta-analysis, Ann Intern Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Compared with sulfonylureas, metformin as first-line therapy has beneficial effects on A1C, is weight neutral, does not cause hypoglycemia, and reduces cardiovascular mortality (96).”
What the sources say
- Not checked — no full text of the sourcecites [96] Maruthur, 2016, Diabetes medications as monotherapy or metformin-based combination therapy for type 2 diabetes: a systematic review and meta-analysis, Ann Intern Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Very high circulating levels (e.g., as a result of overdose or acute kidney injury) have been associated with lactic acidosis (99).”
What the sources say
- Not checked — no full text of the sourcecites [99] Salpeter, 2003, Risk of fatal and nonfatal lactic acidosis with metformin use in type 2 diabetes mellitus: systematic review and meta-analysis, Arch Intern Med source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Metformin use is also associated with increased risk of vitamin B12 deficiency and worsening of symptoms of neuropathy (102,103), suggesting periodic testing of vitamin B12 levels”
What the sources say
- Not checked — no full text of the sourcecites [102] Out, 2018, Long-term treatment with metformin in type 2 diabetes and methylmalonic acid: post hoc analysis of a randomized controlled 4.3year trial, J Diabetes Complications source
- Not checked — no full text of the sourcecites [103] Aroda, 2016, Long-term metformin use and vitamin B12 deficiency in the Diabetes Prevention Program Outcomes Study, J Clin Endocrinol Metab source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Metformin use is also associated with increased risk of vitamin B12 deficiency and worsening of symptoms of neuropathy (102,103), suggesting periodic testing of vitamin B12 levels”
What the sources say
- Not checked — no full text of the sourcecites [102] Out, 2018, Long-term treatment with metformin in type 2 diabetes and methylmalonic acid: post hoc analysis of a randomized controlled 4.3year trial, J Diabetes Complications source
- Not checked — no full text of the sourcecites [103] Aroda, 2016, Long-term metformin use and vitamin B12 deficiency in the Diabetes Prevention Program Outcomes Study, J Clin Endocrinol Metab source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“GLP-1 RAs are effective in lowering glucose levels, regardless of kidney function, with a low risk for hypoglycemia, and a recent clinical trial suggests that the GLP-1 RA semaglutide has a beneficial effect on CVD, mortality, and kidney outcomes among people with CKD, leading to the recommendation that semaglutide can be used as another first-line agent for people with CKD (137,138).”
What the sources say
- Not checked — no full text of the sourcecites [137] Kristensen, 2019, Cardiovascular, mortality, and kidney outcomes with GLP-1 receptor agonists in patients with type 2 diabetes: a systematic review and meta-analysis of cardiovascular outcome trials, Lancet Diabetes Endocrinol source
- Not checked — no full text of the sourcecites [138] Perkovic, 2024, Effects of semaglutide on chronic kidney disease in patients with type 2 diabetes, N Engl J Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“For example, instruction of individuals with type 2 diabetes initiating insulin on self-titration of insulin doses based on glucose monitoring improves glycemic management (163).”
What the sources say
- Not checked — no full text of the sourcecites [163] Blonde, 2009, Patient-directed titration for achieving glycaemic goals using a once-daily basal insulin analogue: an assessment of two different fasting plasma glucose targets–the TITRATE study, Diabetes Obes Metab source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“GLP-1 RAs are effective in lowering glucose levels, regardless of kidney function, with a low risk for hypoglycemia, and a recent clinical trial suggests that the GLP-1 RA semaglutide has a beneficial effect on CVD, mortality, and kidney outcomes among people with CKD, leading to the recommendation that semaglutide can be used as another first-line agent for people with CKD (137,138).”
What the sources say
- Not checked — no full text of the sourcecites [137] Kristensen, 2019, Cardiovascular, mortality, and kidney outcomes with GLP-1 receptor agonists in patients with type 2 diabetes: a systematic review and meta-analysis of cardiovascular outcome trials, Lancet Diabetes Endocrinol source
- Not checked — no full text of the sourcecites [138] Perkovic, 2024, Effects of semaglutide on chronic kidney disease in patients with type 2 diabetes, N Engl J Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“GLP-1 RAs are effective in lowering glucose levels, regardless of kidney function, with a low risk for hypoglycemia, and a recent clinical trial suggests that the GLP-1 RA semaglutide has a beneficial effect on CVD, mortality, and kidney outcomes among people with CKD, leading to the recommendation that semaglutide can be used as another first-line agent for people with CKD (137,138).”
What the sources say
- Not checked — no full text of the sourcecites [137] Kristensen, 2019, Cardiovascular, mortality, and kidney outcomes with GLP-1 receptor agonists in patients with type 2 diabetes: a systematic review and meta-analysis of cardiovascular outcome trials, Lancet Diabetes Endocrinol source
- Not checked — no full text of the sourcecites [138] Perkovic, 2024, Effects of semaglutide on chronic kidney disease in patients with type 2 diabetes, N Engl J Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“In this landmark trial, lower A1C with intensive management (7%) led to $50% reductions in microvascular complications over 6 years of treatment.”
What the sources say
- Not checked — no full text of the sourcecites [1] Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) Study Research Group, 2016, Mortality in type 1 diabetes in the DCCT/EDIC versus the general population, Diabetes Care source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Thus, education on how to adjust prandial insulin to account for nutritional intake and the correction dose based on premeal glucose levels, anticipated activity, and sick-day management can be effective and should be offered to most individuals (53)(54)(55)(56)(57)(58).”
What the sources say
- Not matchedcites (53)(54)(55)(56)(57)(58)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
In the paper
“Recent evidence supports the use of short needles (e.g., 4-mm pen needles) as effective and well tolerated compared with longer needles, including a study performed in adults with obesity (67).”
What the sources say
- Not checked — no full text of the sourcecites [67] Bergenstal, 2015, Safety and efficacy of insulin therapy delivered via a 4mm pen needle in obese patients with diabetes, Mayo Clin Proc source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“This proportion depends on several factors, including but not limited to carbohydrate consumption, age, pregnancy status, and puberty stage (4,(44)(45)(46)(47)(48).”
What the sources say
- Not matchedcites (4,(44)(45)(46)(47)(48)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Not matched
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Retrospective case series have revealed potential benefits on body weight and glycemic metrics with addition of semaglutide or tirzepatide for individuals with type 1 diabetes and obesity (74,75).”
What the sources say
- Not checked — no full text of the sourcecites [74] Garg, 2024, Efficacy of semaglutide in overweight and obese patients with type 1 diabetes, Diabetes Technol Ther source
- Not checked — no full text of the sourcecites [75] Garg, 2024, Efficacy and safety of tirzepatide in overweight and obese adult patients with type 1 diabetes, Diabetes Technol Ther source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Achieving intensive glycemic goals during the active treatment period of the study had a persistent beneficial impact over the 20 years after the active treatment component of the study ended (1)(2)(3).”
What the sources say
- Not matchedcites (1)(2)(3)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Insulin treatment is essential for individuals with type 1 diabetes because the hallmark of type 1 diabetes is absent or near-absent b-cell function.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: The hallmark of type 1 diabetes is absent or near-absent b-cell function.
In the paper
“Followup of participants from the DCCT demonstrated fewer macrovascular and microvascular complications in the group that received intensive treatment.”
What the sources say
- Not matchedcites (1)(2)(3)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
In the paper
“However, intensive therapy was associated with a higher rate of severe hypoglycemia than conventional treatment (62 compared with 19 episodes per 100 person-years of therapy) (1).”
What the sources say
- Not checked — no full text of the sourcecites [1] Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) Study Research Group, 2016, Mortality in type 1 diabetes in the DCCT/EDIC versus the general population, Diabetes Care source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“GLP-1 RAs and tirzepatide have additional benefits over insulin and sulfonylureas, specifically lower risks for hypoglycemia (both) and favorable weight (both), cardiovascular (GLP-1 RAs), kidney (GLP-1 RAs), and liver (both) end points.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Because type 2 diabetes is a progressive disease, maintenance of glycemic goals often requires combination therapy.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: Type 2 diabetes is a progressive disease.
In the paper
“The drug is cleared by kidney filtration, and metformin may be safely used in people with estimated glomerular filtration rate $30 mL/min/ 1. 73 m 2 (98).”
What the sources say
- Not checked yetcites [98] U.S. Food & Drug Administration . FDA drug safety communication: FDA revises warnings regarding use of the diabetes medicine metformin in certain patients with reduced kidney function. Accessed 23 August 2024. Available from https://www.fda.gov/drugs/drug-safety-and-availability/fda-drug-safety-communication-fda-revises-warnings-regarding-use-diabetes-medicine-metformin-certain
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“GLP-1 RAs and tirzepatide have additional benefits over insulin and sulfonylureas, specifically lower risks for hypoglycemia (both) and favorable weight (both), cardiovascular (GLP-1 RAs), kidney (GLP-1 RAs), and liver (both) end points.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Donislecel is indicated for the treatment of adults with type 1 diabetes who are unable to reach their A1C goals because of repeated episodes of severe hypoglycemia despite intensive diabetes management and education (87).”
What the sources say
- Not checked yetcites [87] U.S. Food & Drug Administration . Lantidra. Accessed 15 September 2024. Available from https://www.fda.gov/vaccines-blood-biologics/lantidra
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Many adults with type 2 diabetes eventually require and benefit from insulin therapy (Fig. 9.4).”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Longer-acting basal analogs (U-300 glargine or degludec) convey a lower nocturnal hypoglycemia risk than U-100 glargine (167,168).”
What the sources say
- Not checked — no full text of the sourcecites [167] Mannucci, 2021, Efficacy and safety of different basal and prandial insulin analogues for the treatment of type 2 diabetes: a network meta-analysis of randomized controlled trials, Endocrine source
- Not checked — no full text of the sourcecites [168] Russell-Jones, 2015, Insulin degludec results in lower rates of nocturnal hypoglycaemia and fasting plasma glucose vs. insulin glargine: a meta-analysis of seven clinical trials, Nutr Metab Cardiovasc Dis source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, trial results support high-potency GLP-1 RAs and dual GIP and GLP-1 RA as the preferred options for individuals requiring more intensive glucose management (Fig. 9.4).”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“studies in individuals with type 1 diabetes suggest that inhaled insulin has pharmacokinetics similar to those of RAA (185).”
What the sources say
- Not checked — no full text of the sourcecites [185] DeWitt, 2003, Outpatient insulin therapy in type 1 and type 2 diabetes mellitus: scientific review, JAMA source
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“In contrast, DKA is uncommon in people with type 2 diabetes treated with SGLT inhibitors, with an estimated incidence of 0.6-4.9events per 1,000 person-years (238).”
What the sources say
- Not checked — no full text of the sourcecites [238] Colacci, 2022, Sodium-glucose cotransporter-2 inhibitors and risk of diabetic ketoacidosis among adults with type 2 diabetes: a systematic review and meta-analysis, Can J Diabetes source
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Studies of metformin, DPP-4 inhibitors, SGLT2 inhibitors, GLP-1 RAs, and pioglitazone in individuals who have undergone kidney, heart, or liver transplantation have demonstrated effectiveness and safety but are limited by small sample sizes, short follow-up, and risk of bias due to retrospective or single-arm prospective designs (228).”
What the sources say
- Not checked — no full text of the sourcecites [228] Munoz Pena, 2023, Posttransplant diabetes mellitus: recent developments in pharmacological management of hyperglycemia, J Clin Endocrinol Metab source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“The latter circumstance led to such a low level of availability that products were determined by the FDA to be in shortage ( 204).”
What the sources say
- Not checked yetcites [204] U.S. Food & Drug Administration . FDA Drug Shortages. Current and Resolved Drug Shortages and Discontinuations Reported to FDA. Accessed 19 August 2024. Available from https://www.accessdata.fda.gov/scripts/drugshortages/default.cfm
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“To assist with supply of medications during the time they are in shortage (as signaled by their inclusion on the FDA Drug Shortages Database), compounding pharmacies and outsourcing compounding facilities are allowed to make copies, or products that are essentially duplicates of the marketed FDA-approved product (205).”
What the sources say
- Not checked yetcites [205] U.S. Food & Drug Administration . Drug Compounding and Drug Shortages. Accessed 6 June 2024. Available from https://www.fda.gov/drugs/human-drug-compounding/drug-compounding-and-drug-shortages
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Costs for noninsulin and insulin diabetes medications have increased dramatically over the past two decades, and an increasing proportion of cost is now passed on to people with diabetes and their families (194).”
What the sources say
- Not checked — no full text of the sourcecites [194] Riddle, 2018, The cost of diabetes care-an elephant in the room, Diabetes Care source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Studies of metformin, DPP-4 inhibitors, SGLT2 inhibitors, GLP-1 RAs, and pioglitazone in individuals who have undergone kidney, heart, or liver transplantation have demonstrated effectiveness and safety but are limited by small sample sizes, short follow-up, and risk of bias due to retrospective or single-arm prospective designs (228).”
What the sources say
- Not checked — no full text of the sourcecites [228] Munoz Pena, 2023, Posttransplant diabetes mellitus: recent developments in pharmacological management of hyperglycemia, J Clin Endocrinol Metab source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Alpelisib, a phosphatidylinositol-3-kinase (PI3K) inhibitor, frequently results in hyperglycemia by inhibiting PI3Ka, which systemically blocks the intracellular action of insulin, resulting in a transient state of insulin resistance and hyperglycemia (219).”
What the sources say
- Not checked — no full text of the sourcecites [219] Goncalves, 2018, Phosphatidylinositol 3-kinase, growth disorders, and cancer, N Engl J Med source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Up to a third of people treated with SGLT2 inhibitors who developed DKA present with glucose levels <200 mg/dL (11.1 mmol/L) (239), and in one study 71% presented with glucose levels #250 mg/dL (13.9 mmol/L) (240)”
What the sources say
- Not checked — no full text of the sourcecites [239] Bonora, 2018, Sodium-glucose co-transporter-2 inhibitors and diabetic ketoacidosis: an updated review of the literature, Diabetes Obes Metab source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Costs for noninsulin and insulin diabetes medications have increased dramatically over the past two decades, and an increasing proportion of cost is now passed on to people with diabetes and their families (194).”
What the sources say
- Not checked — no full text of the sourcecites [194] Riddle, 2018, The cost of diabetes care-an elephant in the room, Diabetes Care source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“The impact of glycemia during pregnancy is well understood; however, evidence for the safe use of noninsulin glucose-lowering medications is limited (see Section 15,”
What the sources say
- Not matchedcites Section 15
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
None of the sources cited for this claim have been checked yet.
In the paper
“three major insulin manufacturers have capped costs at $35 per month per insulin (199-202)”
What the sources say
- Not checked yetcites [199] Centers for Medicare & Medicaid Services . Part D Senior Savings Model. Accessed 23 August 2024. Available from https://www.cms.gov/priorities/innovation/innovation-models/part-d-savings-model
- Not checked yetcites [200] Library of Congress . H.R.5376–Inflation Reduction Act of 2022. Accessed 23 August 2024. Available from https://www.congress.gov/bill/117th-congress/house-bill/5376
- Not checked yetcites [201] American Diabetes Association . State Insulin Copay Caps. Accessed 23 August 2024. Available from https://diabetes.org/tools-resources/affordable-insulin/state-insulin-copay-caps
- Not checked — no full text of the sourcecites [202] Suran, 2023, All 3 major insulin manufacturers are cutting their prices-here's what the news means for patients with diabetes, JAMA source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Metformin is the first-line treatment of hyperglycemia secondary to mTOR inhibitor treatment, with insulin and other noninsulin treatments added in a stepwise fashion dependent on glucose level (225).”
What the sources say
- Not checked — no full text of the sourcecites [225] Cheung, 2022, A targeted approach to phosphoinositide-3-kinase/Akt/mammalian target of rapamycin-induced hyperglycemia, Curr Probl Cancer source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: mTOR kinase inhibitors, including everolimus, cause hyperglycemia by interfering with insulin signaling, leading to impaired insulin secretion and increased insulin resistance.
In the paper
“There are limited data to inform the optimal pharmacologic management of posttransplant diabetes (227)”
What the sources say
- Not checked — no full text of the sourcecites [227] Lo, 2020, Glucose-lowering agents for treating pre-existing and new-onset diabetes in kidney transplant recipients, Cochrane Database Syst Rev source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes
- It may state two separate claims as one. 38
- Probably not a substantial claim. 2
At least one cited source doesn’t support this claim or points to a different paper, and none confirmed it — see the verdicts below.
In the paper
“An observational study that emulated many of GRADE's design features and included canagliflozin as a comparator arm, but did not include insulin glargine, found that liraglutide was more effective at achieving and maintaining A1C below 7% than sitagliptin, canagliflozin, or glimepiride, which all had comparable effectiveness (108).”
What the sources say
- Disputedcites [108] Nathan, 2022, Glycemia reduction in type 2 diabetes–glycemic outcomes, N Engl J Med sourceExperimental — accuracy not yet measured
The Methods (Treatments) and Results (Participant Retention and Adherence) describe randomly assigned treatments, including insulin glargine, rather than an observational emulation that excluded it; the Methods also say SGLT2 inhibitors were not included. The Results (Efficacy) report significantly different outcomes for sitagliptin and glimepiride, not comparable effectiveness. Although liraglutide performed better than both, this paper does not report the study described in the claim. (LLM, conf=0.91)
Checked by a reasoning model — may be wrong.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Disputed
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Integration of continuous glucose monitoring (CGM) into the treatment plan soon after diagnosis improves glycemic outcomes, decreases hypoglycemic events, and improves quality of life for individuals with type 1 diabetes (18-23).”
What the sources say
- Not checked — no full text of the sourcecites [18] Mulinacci, 2019, Glycemic outcomes with early initiation of continuous glucose monitoring system in recently diagnosed patients with type 1 diabetes, Diabetes Technol Ther source
- Partly supportedcites [19] Elbalshy, 2022, Effect of divergent continuous glucose monitoring technologies on glycaemic control in type 1 diabetes mellitus: a systematic review and meta-analysis of randomised controlled trials, Diabet Med sourceExperimental — accuracy not yet measured
The Abstract Conclusions report improved glycaemic outcomes, including HbA1c, time in range, and time below range; the Discussion links CGM to minimising hypoglycaemia. The paper does not establish that starting CGM soon after diagnosis produces these benefits or report an improvement in quality of life. The supplied passages have no page numbers. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [20] Champakanath, 2022, Continuous glucose monitoring initiation within first year of type 1 diabetes diagnosis is associated with improved glycemic outcomes: 7-year follow-up study, Diabetes Care source
- Not checked — no full text of the sourcecites [21] Weinstock, 2013, Severe hypoglycemia and diabetic ketoacidosis in adults with type 1 diabetes: results from the T1D Exchange clinic registry, J Clin Endocrinol Metab source
- Not checked — no full text of the sourcecites [22] Tamborlane, 2008, Continuous glucose monitoring and intensive treatment of type 1 diabetes, N Engl J Med source
- Not checked — no full text of the sourcecites [23] Polonsky, 2017, The impact of continuous glucose monitoring on markers of quality of life in adults with type 1 diabetes: further findings from the DIAMOND randomized clinical trial, Diabetes Care source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Sodium-glucose cotransporter 2 (SGLT2) inhibitors have been studied in clinical trials in people with type 1 diabetes, and results showed improvements in A1C, reduced body weight, and improved blood pressure (78); however, SGLT2 inhibitor use in type 1 diabetes was associated with an increased rate of DKA (79).”
What the sources say
- Supportedcites [78] Rao, 2021, Sodium-glucose cotransporter 2 inhibitors as an add-on therapy to insulin for type 1 diabetes mellitus: meta-analysis of randomized controlled trials, Acta Diabetol source
Split into 2 atoms — 2 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not checked — no full text of the sourcecites [79] Li, 2023, The effect of sodium-glucose cotransporter 2 inhibitors as an adjunct to insulin in patients with type 1 diabetes assessed by continuous glucose monitoring: a systematic review and meta-analysis, J Diabetes Complications source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“The addition of metformin in adults with type 1 diabetes was associated with small reductions in body weight, insulin dose, and lipid levels but did not sustainably improve A1C (69,70).”
What the sources say
- Not checked — no full text of the sourcecites [69] Meng, 2018, Effect of metformin on glycaemic control in patients with type 1 diabetes: a meta-analysis of randomized controlled trials, Diabetes Metab Res Rev source
- Supportedcites [70] Petrie, 2017, Cardiovascular and metabolic effects of metformin in patients with type 1 diabetes (REMOVAL): a double-blind, randomised, placebo-controlled trial, Lancet Diabetes Endocrinol source
The Results report small reductions in bodyweight and LDL cholesterol, along with a small insulin-dose reduction after the first six months, although the average insulin-dose difference over three years was not significant. They also report that the early HbA1c reduction was not sustained. The Discussion summarizes these findings in the same terms; the claim's reference to lipid levels is supported specifically for LDL cholesterol. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The SGLT1/2 inhibitor sotagliflozin has been studied in clinical trials in people with type 1 diabetes, and results showed improvements in A1C and body weight (80); however, sotagliflozin use was associated with an eightfold increase in DKA compared with placebo (81).”
What the sources say
- Partly supportedcites [80] Chen, 2020, Efficacy and safety of sotagliflozin adjuvant therapy for type 1 diabetes mellitus: a systematic review and meta-analysis, Medicine (Baltimore) sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
- Not checked yetcites [81] U.S. Food and Drug Administration . FDA Introductory Remarks: January 17, 2019: Endocrinologic and Metabolic Drugs Advisory Committee Meeting. 2019. Accessed 23 August 2024. Available from https://wayback.archive-it.org/7993/20190207212714/https://www.fda.gov/downloads/AdvisoryCommittees/CommitteesMeetingMaterials/Drugs/EndocrinologicandMetabolicDrugsAdvisoryCommittee/UCM629782.pdf
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Further adjustment of prandial insulin doses for nutritional intake of protein and fat, in addition to carbohydrates, is recommended but may be more feasible for individuals using CSII than for those using multiple daily injections (55).”
What the sources say
- Partly supportedcites [55] Al Balwi, 2022, Efficacy of insulin dosing algorithms for high-fat high-protein mixed meals to control postprandial glycemic excursions in people living with type 1 diabetes: A systematic review and meta-analysis, Pediatr Diabetes sourceExperimental — accuracy not yet measured
The Introduction recommends fat-and-protein counting for high-fat, high-protein meals, and the Abstract reports that adding fat and protein to carbohydrate counting improves postprandial glucose control. The Abstract also calls for further research on dosing equations particularly for people using multiple daily injections. Neither passage establishes that adjusting doses is more feasible with CSII than with multiple daily injections; page numbers are unavailable in our copy. (LLM, conf=0.82)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
What the sources say
- Not checked — no full text of the sourcecites [92] Adler, 2024, Post-trial monitoring of a randomised controlled trial of intensive glycaemic control in type 2 diabetes extended from 10 years to 24 years (UKPDS 91), Lancet source
- Not checked — no full text of the sourcecites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- Partly supportedcites [95] Bahardoust, 2024, Effect of metformin (vs. placebo or sulfonylurea) on all-cause and cardiovascular mortality and incident cardiovascular events in patients with diabetes: an umbrella review of systematic reviews with meta-analysis, J Diabetes Metab Disord sourceExperimental — accuracy not yet measured
The Introduction describes metformin as low cost, supporting “inexpensive.” It also calls metformin widely used and a first-line treatment, but does not establish that it is widely available. Page numbers were not provided in our copy. (LLM, conf=0.83)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
Every source the paper cites for this claim was checked and supports it.
In the paper
“It found that at 5 years, all therapies decreased A1C levels but glargine and liraglutide were modestly more effective in achieving and maintaining A1C below 7%, while sitagliptin was least effective.”
What the sources say
- Supportedcites [108] Nathan, 2022, Glycemia reduction in type 2 diabetes–glycemic outcomes, N Engl J Med source
The Abstract Conclusions state that all four medications lowered glycated hemoglobin when added to metformin, while glargine and liraglutide were modestly more effective at achieving and maintaining the target level. The Results report a mean follow-up of 5 years, and the Discussion identifies sitagliptin as least effective at maintaining glycated hemoglobin below 7.0%. The paper describes a mean 5-year follow-up, rather than a measurement specifically at year 5; page numbers were not provided. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Higher C-peptide levels have been associated with better A1C, lower risk of retinopathy, lower risk of nephropathy, and lower risk of severe hypoglycemia (85).”
What the sources say
- Partly supportedcites [85] Lachin, 2014, Impact of C-peptide preservation on metabolic and clinical outcomes in the Diabetes Control and Complications Trial, Diabetes sourceExperimental — accuracy not yet measured
The Discussion reports that higher C-peptide was associated with lower HbA1c, less severe hypoglycemia, and less risk of retinopathy. The Results (Intensive Therapy, 1–5-Year Duration) report a lower observed risk of nephropathy, but the reduction was not statistically significant, so that part of the claim needs qualification. (LLM, conf=0.88)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Additionally, there is evidence that people with type 2 diabetes and severe hyperglycemia can also be effectively treated with a sulfonylurea, a GLP-1 RA, or dual GIP and GLP-1 RA, though evidence is scarce for individuals with baseline A1C above 10-12% (104,109-111).”
What the sources say
- Not checked — no full text of the sourcecites [104] Frías, 2021, Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes, N Engl J Med source
- Not checked — no full text of the sourcecites [109] Babu, 2009, Safe and simple emergency department discharge therapy for patients with type 2 diabetes mellitus and severe hyperglycemia, Endocr Pract source
- Partly supportedcites [110] Buse, 2015, Is insulin the most effective injectable antihyperglycaemic therapy?, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The Conclusion (p. 6) supports GLP-1 receptor agonists as a possible treatment for selected people with type 2 diabetes and HbA1c above 9%. The limitations discussion (p. 5) cautions that results may differ above 11%, consistent with limited evidence at very high baseline HbA1c. The paper treats sulphonylurea as background therapy, not as an alternative tested here, and does not address dual GIP/GLP-1 receptor agonists. (LLM, conf=0.90)
- Not checked — no full text of the sourcecites [111] D’Alessio, 2015, Comparison of insulin glargine and liraglutide added to oral agents in patients with poorly controlled type 2 diabetes, Diabetes Obes Metab source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
What the sources say
- Not checked — no full text of the sourcecites [92] Adler, 2024, Post-trial monitoring of a randomised controlled trial of intensive glycaemic control in type 2 diabetes extended from 10 years to 24 years (UKPDS 91), Lancet source
- Not checked — no full text of the sourcecites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- Partly supportedcites [95] Bahardoust, 2024, Effect of metformin (vs. placebo or sulfonylurea) on all-cause and cardiovascular mortality and incident cardiovascular events in patients with diabetes: an umbrella review of systematic reviews with meta-analysis, J Diabetes Metab Disord sourceExperimental — accuracy not yet measured
The Introduction describes metformin as glucose-lowering and having a low risk of hypoglycemia, supporting effectiveness and one aspect of safety. It does not establish the broader, unqualified claim that metformin is safe. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“U-300 glargine has a longer duration of action than U-100 glargine but modestly lower efficacy per unit administered (179-181).”
What the sources say
- Not checked — no full text of the sourcecites [179] Becker, 2015, New insulin glargine 300 units · mL-1 provides a more even activity profile and prolonged glycemic control at steady state compared with insulin glargine 100 units · mL-1, Diabetes Care source
- Supportedcites [180] Riddle, 2015, One-year sustained glycaemic control and less hypoglycaemia with new insulin glargine 300 U/ml compared with 100 U/ml in people with type 2 diabetes using basal plus meal-time insulin: the EDITION 1 12-month randomized trial, including 6-month extension, Diabetes Obes Metab source
The Discussion describes Gla-300 as having a more prolonged pharmacokinetic and pharmacodynamic profile. It also reports that a 14% higher basal dose of Gla-300 was required to maintain glycaemic control, supporting modestly lower efficacy per unit in the population studied. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [181] Yki-Järvinen, 2014, New insulin glargine 300 units/mL versus glargine 100 units/mL in people with type 2 diabetes using oral agents and basal insulin: glucose control and hypoglycemia in a 6-month randomized controlled trial (EDITION 2), Diabetes Care source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
Every source the paper cites for this claim was checked and supports it.
In the paper
“Metabolic surgery, especially Roux-en-Y gastric bypass and sleeve gastrectomy, are very effective interventions to achieve both weight and glycemic goals and have additional health benefits beyond improving metabolism (162).”
What the sources say
- Supportedcites [162] Schauer, 2017, Bariatric surgery versus intensive medical therapy for diabetes–5-year outcomes, N Engl J Med source
The Discussion reports that gastric bypass and sleeve gastrectomy improved glycemic control and weight reduction compared with intensive medical therapy in patients with type 2 diabetes, and also reports better quality of life and reduced medication use at five years. The Results > Weight Loss section confirms greater weight loss with both procedures. These findings support the broad paraphrase, within the trial’s population and follow-up period. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Of the currently available agents, tirzepatide and semaglutide have the highest efficacy in terms of glucose lowering as well as weight loss, followed by dulaglutide, liraglutide, and extendedrelease exenatide (157-161).”
What the sources say
- Partly supportedcites [157] Garvey, 2023, Tirzepatide once weekly for the treatment of obesity in people with type 2 diabetes (SURMOUNT-2): a double-blind, randomised, multicentre, placebo-controlled, phase 3 trial, Lancet sourceExperimental — accuracy not yet measured
The Discussion (page unavailable) reports that tirzepatide produced greater weight loss than reported for semaglutide and liraglutide in trials involving people with obesity and type 2 diabetes. The Results (page unavailable) also report improved HbA1c with tirzepatide versus placebo. The paper does not establish the claimed ranking of all five agents for both glucose lowering and weight loss; in particular, it does not compare dulaglutide or extended-release exenatide. (LLM, conf=0.87)
- Not checked — no full text of the sourcecites [158] Davies, 2021, Semaglutide 2.4 mg once a week in adults with overweight or obesity, and type 2 diabetes (STEP 2): a randomised, double-blind, double-dummy, placebo-controlled, phase 3 trial, Lancet source
- Partly supportedcites [159] Bonora, 2021, Effect of dulaglutide 3.0 and 4.5 mg on weight in patients with type 2 diabetes: exploratory analyses of AWARD-11, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The Introduction and Discussion (page not specified) state that dulaglutide lowers glucose and is associated with weight loss in people with type 2 diabetes. The paper compares dulaglutide doses, but does not establish the claimed efficacy ranking against tirzepatide, semaglutide, liraglutide, or extended-release exenatide. (LLM, conf=0.87)
- Partly supportedcites [160] Davies, 2015, Efficacy of liraglutide for weight loss among patients with type 2 diabetes: the SCALE diabetes randomized clinical trial, JAMA sourceExperimental — accuracy not yet measured
The Results and Discussion (page not supplied) show that liraglutide reduced weight and improved glycemic measures in adults with type 2 diabetes compared with placebo. This trial does not establish the claimed efficacy ranking among tirzepatide, semaglutide, dulaglutide, liraglutide, and extended-release exenatide. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [161] Ahmann, 2018, Efficacy and safety of once-weekly semaglutide versus exenatide ER in subjects with type 2 diabetes (SUSTAIN 3): a 56-week, open-label, randomized clinical trial, Diabetes Care source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“although no significant differences were found for major adverse cardiovascular events, hospitalization for HF, or cardiovascular death (133).”
What the sources say
- Supportedcites [133] Nathan, 2022, Glycemia reduction in type 2 diabetes–microvascular and cardiovascular outcomes, N Engl J Med source
The Results (Cardiovascular Outcomes) report no material differences in MACE, similar cardiovascular-death incidence across treatment groups, and too few heart-failure hospitalizations for a definitive assessment despite nominal differences. This supports the claim that no significant between-group differences were found for these outcomes; it does not establish that the treatments are equivalent. (LLM, conf=0.92)
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Studies comparing inhaled insulin with injectable insulin have demonstrated its faster onset and shorter duration compared with the RAA insulin lispro as well as clinically meaningful A1C reductions and weight reductions compared with the RAA insulin aspart over 24 weeks (186-188).”
What the sources say
- Supportedcites [186] Akturk, 2018, Improved postprandial glucose with inhaled technosphere insulin compared with insulin aspart in patients with type 1 diabetes on multiple daily injections: the STAT study, Diabetes Technol Ther source
The Introduction states that inhaled Technosphere Insulin has a faster onset and shorter duration than rapid-acting insulin analogs, explicitly including lispro. The paper reports this comparison even though the STAT study itself compared Technosphere Insulin with aspart. (LLM, conf=0.93)
- Partly supportedcites [187] Hoogwerf, 2021, Results of a 24-week trial of technosphere insulin versus insulin aspart in type 2 diabetes, Endocr Pract sourceExperimental — accuracy not yet measured
The Introduction says Technosphere inhaled insulin has a faster onset and shorter duration than subcutaneously injected rapid-acting insulin analogs. The paper does not identify lispro as the comparator; its 24-week trial compares Technosphere insulin with insulin aspart. Thus it supports the general pharmacologic comparison, but not the lispro-specific attribution. (LLM, conf=0.83)
- Supportedcites [188] Grant, 2022, Comparison of pharmacokinetics and pharmacodynamics of inhaled technosphere insulin and subcutaneous insulin lispro in the treatment of type 1 diabetes mellitus, Clin Pharmacokinet source
The Abstract Conclusions state that inhaled Technosphere Insulin has a considerably faster onset and shorter duration of action than lispro. The Abstract Results also report earlier onset and an earlier end of effect for Technosphere Insulin than for lispro. This verdict concerns the lispro comparison, not the separate aspart claim in the citing sentence. (LLM, conf=0.95)
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“U-500 regular insulin has distinct pharmacokinetics with similar onset but a delayed, blunted, and prolonged peak effect and longer duration of action compared with U-100 regular insulin; thus, it has characteristics more like a premixed intermediate-acting (NPH) and regular insulin product and can be used as two or three daily injections (177,178).”
What the sources say
- Partly supportedcites [177] de la Peña, 2011, Pharmacokinetics and pharmacodynamics of high-dose human regular U-500 insulin versus human regular U-100 insulin in healthy obese subjects, Diabetes Care sourceExperimental — accuracy not yet measured
The Results report similar onset, lower peak effect, and prolonged duration for U-500R versus U-100R. However, the Abstract Results and Conclusions specify that time to maximum effect was significantly delayed only at the 100-unit dose; the claim presents that delay without the dose qualification. (LLM, conf=0.88)
- Not checked — no full text of the sourcecites [178] Wysham, 2016, Effect of total daily dose on efficacy, dosing, and safety of 2 dose titration regimens of human regular U500 insulin in severely insulin-resistant patients with type 2 diabetes, Endocr Pract source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Similarly, while greater reductions in HF hospitalization risk are observed with SGLT2 inhibitor therapy in individuals with higher baseline HF risk, some benefit is observed across the full range of HF risk (135).”
What the sources say
- Supportedcites [135] Berg, 2019, Heart failure risk stratification and efficacy of sodium-glucose cotransporter-2 inhibitors in patients with type 2 diabetes mellitus, Circulation source
The Discussion reports similar relative reductions in heart-failure hospitalization across baseline-risk categories, but greater absolute reductions in higher-risk patients with type 2 diabetes. That supports benefit across the risk range and greater absolute benefit at higher risk; the citing sentence does not specify that the greater reductions are absolute. (LLM, conf=0.92)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Individuals with neonatal diabetes due to KCNJ22 and ABCC8 mutations can be treated with high-dose sulfonylureas, while those with INS, GATA6, EIF2AK3, and FOXP3 mutations require insulin therapy (234).”
What the sources say
- Partly supportedcites [234] Greeley, 2022, ISPAD Clinical Practice Consensus Guidelines 2022: the diagnosis and management of monogenic diabetes in children and adolescents, Pediatr Diabetes sourceExperimental — accuracy not yet measured
The section on KATP-channel neonatal diabetes identifies KCNJ11—not the claim’s KCNJ22—and ABCC8, and says about 90% of affected children can switch from insulin to sulfonylureas, often at doses higher than those used for adults with type 2 diabetes (page unavailable). The INS subsection says affected individuals are insulin dependent. Our copy links GATA6, EIF2AK3, and FOXP3 to neonatal diabetes but does not establish the claimed insulin-therapy requirement for all three; its IPEX section discusses other treatment for FOXP3-related disease. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“ICI-diabetes is an insulin-deficient phenotype that presents as acute severe hyperglycemia or DKA and appears to occur more abruptly than type 1 diabetes (216-218).”
What the sources say
- Supportedcites [216] Byun, 2020, Immune checkpoint inhibitor-associated diabetes: a single-institution experience, Diabetes Care source
The Introduction describes ICI-associated diabetes as insulin-dependent, presenting with DKA or severe hyperglycemia, and appearing more abrupt than type 1 diabetes. The Conclusions also report acute marked hyperglycemia and low C-peptide levels, supporting the insulin-deficient characterization. Page numbers were not supplied. (LLM, conf=0.95)
- Partly supportedcites [217] Barroso-Sousa, 2018, Incidence of endocrine dysfunction following the use of different immune checkpoint inhibitor regimens: a systematic review and meta-analysis, JAMA Oncol sourceExperimental — accuracy not yet measured
The 'Incidence of Primary Adrenal Insufficiency and Insulin Deficient Diabetes' section identifies insulin-deficient diabetes following ICI treatment and reports its incidence. It does not describe acute severe hyperglycemia or DKA, or compare the abruptness of onset with type 1 diabetes; searches for those clinical features found no supporting passage in our copy. No page number was provided for the indexed passage. (LLM, conf=0.86)
- Partly supportedcites [218] Liu, 2020, Reporting of immune checkpoint inhibitor therapy-associated diabetes, 2015-2019, Diabetes Care sourceExperimental — accuracy not yet measured
In the paper’s main text (page unavailable), 338 of 735 ICI-diabetes cases presented with DKA or diabetic ketosis, supporting that part of the claim. The paper does not establish an insulin-deficient phenotype, document acute severe hyperglycemia, or compare onset speed with type 1 diabetes; it says clinical-course and C-peptide data were unavailable. (LLM, conf=0.88)
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Individuals with type 1 diabetes (84,236) and insulin-deficient type 2 diabetes are at increased risk for DKA with SGLT inhibitor therapy.”
What the sources say
- Supportedcites [84] Danne, 2019, International consensus on risk management of diabetic ketoacidosis in patients with type 1 diabetes treated with sodium-glucose cotransporter (SGLT) inhibitors, Diabetes Care source
The citation follows the type 1 diabetes portion of the sentence. The Introduction reports a significant increase in DKA risk with SGLT inhibitor therapy in type 1 diabetes trials, and the Conclusions report higher DKA risk than with placebo. (LLM, conf=0.92)
- Supportedcites [236] Umpierrez, 2024, Hyperglycemic crises in adults with diabetes: a consensus report, Diabetes Care source
The Risk Factors section explicitly states that SGLT2 inhibitors increase DKA risk in adults with type 1 diabetes and insulin-deficient type 2 diabetes. This directly supports the attributed claim. (LLM, conf=0.95)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Individuals with maturity-onset diabetes of the young due to HNF1A and HNF4A mutations can be treated with low-dose sulfonylurea therapy but may ultimately require insulin therapy (234)”
What the sources say
- Partly supportedcites [234] Greeley, 2022, ISPAD Clinical Practice Consensus Guidelines 2022: the diagnosis and management of monogenic diabetes in children and adolescents, Pediatr Diabetes sourceExperimental — accuracy not yet measured
The section on HNF1A-MODY and HNF4A-MODY (page unavailable) recommends a low initial sulfonylurea dose and says patients can remain on low doses for decades. It does not say they may ultimately require insulin therapy; instead, it says sulfonylureas usually provide better glycemic management than insulin. (LLM, conf=0.88)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Immune checkpoint inhibitors (ICIs) (agents that block programmed cell death protein 1 [PD-1] and programmed cell death protein ligand 1 [PD-L1]) suppress physiologic blocks on immune responses, which can result in autoimmune toxicities, including autoimmune diabetes (incidence approximately #1%).”
What the sources say
- Supportedcites [216] Byun, 2020, Immune checkpoint inhibitor-associated diabetes: a single-institution experience, Diabetes Care source
The Introduction says ICIs suppress physiologic blocks on immune responses and that autoimmune toxicities follow ICI use, including new-onset insulin-dependent diabetes associated with anti-PD-1/PD-L1 agents. The Conclusions estimate ICI-associated diabetes incidence at 0.37% in the institution’s treated population, consistent with approximately 1% or less. (LLM, conf=0.92)
- Supportedcites [217] Barroso-Sousa, 2018, Incidence of endocrine dysfunction following the use of different immune checkpoint inhibitor regimens: a systematic review and meta-analysis, JAMA Oncol source
The Abstract explains that checkpoint molecules regulate immune responses and that inhibiting them can trigger autoimmune-like adverse events, including insulin-deficient diabetes. The section “Incidence of Primary Adrenal Insufficiency and Insulin Deficient Diabetes” reports 13 cases of any-grade insulin-deficient diabetes (0.2%), consistent with the claimed incidence of approximately 1% or less. Page numbers are not provided in our copy. (LLM, conf=0.91)
- Partly supportedcites [218] Liu, 2020, Reporting of immune checkpoint inhibitor therapy-associated diabetes, 2015-2019, Diabetes Care sourceExperimental — accuracy not yet measured
The paper’s opening section identifies PD-1 and PD-L1 inhibitors and says ICI therapy can cause immune-related adverse effects, including diabetes. It does not explain the effect as suppression of physiologic blocks on immune responses, and its reported overall ICI-associated diabetes incidence is approximately 1.27% (735 of 57,683), rather than ≤1%. (LLM, conf=0.88)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Hyperglycemia occurs early during therapy (median time of onset of about 2 weeks from initiation of alpelisib) with an incidence of $60% overall and typically resolves upon treatment cessation (220-222).”
What the sources say
- Partly supportedcites [220] André, 2019, Alpelisib for PIK3CA-mutated, hormone receptor-positive advanced breast cancer, N Engl J Med sourceExperimental — accuracy not yet measured
The Safety section (page not available in our copy) reports hyperglycemia in 63.7% of alpelisib-treated patients, supporting the incidence claim. The End Points section describes early glucose monitoring but gives no median time to onset. The Discussion says adverse events were generally reversible, but does not establish that hyperglycemia typically resolves upon treatment cessation. (LLM, conf=0.86)
- Partly supportedcites [221] André, 2021, Alpelisib plus fulvestrant for PIK3CA-mutated, hormone receptor-positive, human epidermal growth factor receptor-2-negative advanced breast cancer: final overall survival results from SOLAR-1, Ann Oncol sourceExperimental — accuracy not yet measured
Table 3 reports hyperglycemia in 64.8% of patients receiving alpelisib plus fulvestrant, supporting the stated incidence. The Discussion says adverse events were reversible and manageable, but neither it nor the Safety section gives a median onset of about two weeks or establishes that hyperglycemia typically resolves specifically upon treatment cessation. Page numbers are unavailable in our copy. (LLM, conf=0.86)
- Partly supportedcites [222] Rugo, 2020, Time course and management of key adverse events during the randomized phase III SOLAR-1 study of PI3K inhibitor alpelisib plus fulvestrant in patients with HR-positive advanced breast cancer, Ann Oncol sourceExperimental — accuracy not yet measured
The ‘Time to onset and improvement of AESIs’ section reports a median onset of 15 days for grade ≥3 hyperglycemia, not for hyperglycemia of all grades. The ‘Supportive medications to manage hyperglycemia’ section reports 187 affected patients in the alpelisib cohort, consistent with an overall incidence above 60%, and ‘Hyperglycemia by baseline diabetic status’ reports that all affected patients had grade 0 or 1 hyperglycemia after discontinuation. The omitted grade qualifier limits support for the claimed median onset. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Combination therapy with pioglitazone plus GLP-1 RA should also be considered for treatment of hyperglycemia in adults with type 2 diabetes with biopsyproven MASH or those at higher risk of clinically significant liver fibrosis identified with noninvasive tests, as such therapy is safe and effective and has been shown to reduce hepatic steatosis (154-156).”
What the sources say
- Not checked — no full text of the sourcecites [154] Sathyanarayana, 2011, Effects of combined exenatide and pioglitazone therapy on hepatic fat content in type 2 diabetes, Obesity (Silver Spring) source
- Not checked — no full text of the sourcecites [155] Abdul-Ghani, 2020, Combination therapy with pioglitazone/exenatide improves beta-cell function and produces superior glycaemic control compared with basal/bolus insulin in poorly controlled type 2 diabetes: a 3-year follow-up of the Qatar study, Diabetes Obes Metab source
- Not checked — no full text of the sourcecites [156] Lavynenko, 2022, Combination therapy with pioglitazone/exenatide/metformin reduces the prevalence of hepatic fibrosis and steatosis: the efficacy and durability of initial combination therapy for type 2 diabetes (EDICT), Diabetes Obes Metab source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“During treatment there was no impact, and with liraglutide discontinuation there was worsening of Cpeptide loss compared with placebo (73).”
What the sources say
- Not checked — no full text of the sourcecites [73] von Herrath, 2021, Anti-interleukin-21 antibody and liraglutide for the preservation of β-cell function in adults with recent-onset type 1 diabetes: a randomised, double-blind, placebo-controlled, phase 2 trial, Lancet Diabetes Endocrinol source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“The American Diabetes Association/ JDRF Type 1 Diabetes Sourcebook notes 0.5 units/kg/day as a typical starting dose in adults with type 1 diabetes who are metabolically stable, with approximately one-half administered as prandial insulin given to manage blood glucose after meals and the remaining portion as basal insulin to manage glycemia in the periods between meal absorption (49).”
What the sources say
- Not checked yetcites [49] Peters, 2013
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“Randomized controlled trials and real-world studies have demonstrated the ability of commercially available systems to improve achievement of glycemic goals while reducing the risk of hypoglycemia (26)(27)(28)(29)(30)(31).”
What the sources say
- Not matchedcites (26)(27)(28)(29)(30)(31)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“In people with type 1 diabetes, treatment with analog insulins is associated with less hypoglycemia and weight gain and lower A1C compared with injectable human insulins (5)(6)(7).”
What the sources say
- Not matchedcites (5)(6)(7)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“Starting doses and those soon after diagnosis may be higher, if an individual presents with ketoacidosis, or lower (0.2-0.6 units/kg), particularly in young children and those with continued endogenous insulin production (during the partial remission phase or”
What the sources say
- Not matchedcites (49)(50)(51)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“A systematic review and meta-analysis concluded that CSII via pump therapy has modest advantages for lowering A1C (À0.30% [95% CI À0.58 to À0.02]) and for reducing severe hypoglycemia rates in children and adults (15).”
What the sources say
- Not checked — no full text of the sourcecites [15] Yeh, 2012, Comparative effectiveness and safety of methods of insulin delivery and glucose monitoring for diabetes mellitus: a systematic review and meta-analysis, Ann Intern Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“These newer formulations may cause less hypoglycemia while improving postprandial glucose excursions and administration flexibility (in relation to prandial intake) compared with RAA (10)(11)(12).”
What the sources say
- Not matchedcites (10)(11)(12)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“The largest clinical trials of glucagon-like peptide 1 receptor agonists (GLP-1 RAs) in type 1 diabetes have been conducted with liraglutide 1.8 mg daily, and results showed modest A1C reductions ($0.4%), decreases in weight ($5 kg), and reductions in insulin doses (71,72).”
What the sources say
- Not checked — no full text of the sourcecites [71] Mathieu, 2016, Efficacy and safety of liraglutide added to insulin treatment in type 1 diabetes: the ADJUNCT ONE treat-to-target randomized trial, Diabetes Care source
- Not checked — no full text of the sourcecites [72] Ahrén, 2016, Efficacy and safety of liraglutide added to capped insulin treatment in subjects with type 1 diabetes: the ADJUNCT TWO randomized trial, Diabetes Care source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Reduction of nocturnal hypoglycemia in individuals with type 1 diabetes using insulin pumps with CGM is improved by automatic suspension of insulin delivery at a preset glucose level, with further improvements when using devices with predictive low-glucose insulin delivery suspension (24,25).”
What the sources say
- Not checked — no full text of the sourcecites [24] Bergenstal, 2013, Threshold-based insulin-pump interruption for reduction of hypoglycemia, N Engl J Med source
- Not checked — no full text of the sourcecites [25] Forlenza, 2018, Predictive low-glucose suspend reduces hypoglycemia in adults, adolescents, and children with type 1 diabetes in an at-home randomized crossover study: results of the PROLOG trial, Diabetes Care source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“The Diabetes Control and Complications Trial (DCCT) demonstrated that intensive therapy with multiple daily injections or continuous subcutaneous insulin infusion (CSII) reduced A1C and was associated with improved long-term outcomes (1)(2)(3).”
What the sources say
- Not matchedcites (1)(2)(3)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“Clinical trials have demonstrated a modest reduction in A1C (0.3-0.4%) and modest weight loss ($1 kg) with pramlintide (68).”
What the sources say
- Not checked — no full text of the sourcecites [68] Qiao, 2017, Efficacy and safety of pramlintide injection adjunct to insulin therapy in patients with type 1 diabetes mellitus: a systematic review and meta-analysis, Oncotarget source
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Automated insulin delivery (AID) systems are safe and effective for people with type 1 diabetes.”
What the sources say
- Not matchedcites (26)(27)(28)(29)(30)(31)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“GLP-1 RAs and tirzepatide have additional benefits over insulin and sulfonylureas, specifically lower risks for hypoglycemia (both) and favorable weight (both), cardiovascular (GLP-1 RAs), kidney (GLP-1 RAs), and liver (both) end points.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“SGLT inhibitor-associated DKA occurs in approximately 4% of people with type 1 diabetes; the risk can be 5-17 times higher than that in people with T1D not treated with SGLT inhibitors (237).”
What the sources say
- Not checked — no full text of the sourcecites [237] Wolfsdorf, 2019, SGLT inhibitors for type 1 diabetes: proceed with extreme caution, Diabetes Care source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper relies on this without support.
The hallmark of type 1 diabetes is absent or near-absent b-cell function.
“Insulin treatment is essential for individuals with type 1 diabetes because the hallmark of type 1 diabetes is absent or near-absent b-cell function.”
The paper relies on this without support.
Basal insulin analogs have longer duration of action with flatter, more constant and consistent plasma concentrations and activity profiles than NPH insulin; rapid-acting analogs (RAA) have a quicker onset and peak and shorter duration of action than regular human insulin.
“Basal insulin analogs have longer duration of action with flatter, more constant and consistent plasma concentrations and activity profiles than NPH insulin; rapidacting analogs (RAA) have a quicker onset and peak and shorter duration of action than regular human insulin.”
The paper relies on this without support.
Most studies comparing multiple daily injections with CSII have been relatively small and of short duration.
“Most studies comparing multiple daily injections with CSII have been relatively small and of short duration.”
The paper relies on this without support.
Total daily insulin requirements can be estimated based on weight, with typical doses ranging from 0.4 to 1 unit/kg/day.
“Total daily insulin requirements can be estimated based on weight, with typical doses ranging from 0.4 to 1 unit/ kg/day.”
The paper relies on this without support.
Higher insulin amounts may be required during puberty, menses, and medical illness.
“Higher amounts may be required during puberty, menses, and medical illness.”
The paper relies on this without support.
Typical multidose treatment plans for individuals with type 1 diabetes combine premeal use of prandial insulins with a longer-acting formulation.
“Typical multidose treatment plans for individuals with type 1 diabetes combine premeal use of prandial insulins with a longer-acting formulation.”
The paper relies on this without support.
The long-acting basal dose is titrated to regulate overnight and fasting glucose.
“The long-acting basal dose is titrated to regulate overnight and fasting glucose.”
The paper relies on this without support.
Postprandial glucose excursions are best managed by a well-timed injection or inhalation of prandial insulin.
“Postprandial glucose excursions are best managed by a well-timed injection or inhalation of prandial insulin.”
The paper relies on this without support.
The optimal time to administer prandial insulin varies based on the pharmacokinetics of the formulation, the premeal blood glucose level, and carbohydrate consumption.
“Prandial insulin should ideally be administered prior to meal consumption; however, the optimal time to administer varies based on the pharmacokinetics of the formulation (regular, RAA, or inhaled), the premeal blood glucose level, and carbohydrate consumption.”
The paper relies on this without support.
Physiologic insulin secretion varies with glycemia, meal size, meal composition, and tissue demand for glucose.
“Physiologic insulin secretion varies with glycemia, meal size, meal composition, and tissue demand for glucose.”
The paper relies on this without support.
Strategies have evolved to adjust prandial doses based on predicted needs to address variability in people treated with insulin.
“To address this variability in people treated with insulin, strategies have evolved to adjust prandial doses based on predicted needs.”
The paper relies on this without support.
Ensuring that individuals and/or caregivers understand correct insulin administration technique is important to optimize glycemic management and insulin use safety.
“Ensuring that individuals and/or caregivers understand correct insulin administration technique is important to optimize glycemic management and insulin use safety.”
The paper relies on this without support.
Exogenously delivered insulin should be injected or infused into subcutaneous tissue, not intramuscularly.
“Exogenously delivered insulin should be injected or infused into subcutaneous tissue, not intramuscularly.”
The paper relies on this without support.
Insulin absorption from IM sites differs from that in subcutaneous sites and is also influenced by the activity of the muscle.
“Insulin absorption from IM sites differs from that in subcutaneous sites and is also influenced by the activity of the muscle.”
The paper relies on this without support.
Inadvertent IM injection can lead to unpredictable insulin absorption and variable effects on glucose and is associated with frequent and unexplained hypoglycemia.
“Inadvertent IM injection can lead to unpredictable insulin absorption and variable effects on glucose and is associated with frequent and unexplained hypoglycemia.”
The paper relies on this without support.
Risk for IM insulin delivery is increased in younger, leaner individuals when injecting into the limbs rather than truncal sites and when using longer needles.
“Risk for IM insulin delivery is increased in younger, leaner individuals when injecting into the limbs rather than truncal sites (abdomen and buttocks) and when using longer needles.”
The paper relies on this without support.
Injection or infusion site rotation is necessary to avoid lipohypertrophy.
“Injection or infusion site rotation is additionally necessary to avoid lipohypertrophy, an accumulation of subcutaneous fat in response to the adipogenic actions of insulin at a site of multiple injections.”
The paper relies on this without support.
Lipohypertrophy can contribute to erratic insulin absorption, increased glycemic variability, and unexplained hypoglycemic episodes.
“Lipohypertrophy appears as soft, smooth raised areas several centimeters in breadth and can contribute to erratic insulin absorption, increased glycemic variability, and unexplained hypoglycemic episodes.”
The paper relies on this without support.
Proper insulin injection, infusion, or inhalation technique may lead to more effective use of this therapy and holds the potential for improved clinical outcomes.
“Proper insulin injection, infusion, or inhalation technique may lead to more effective use of this therapy and, as such, holds the potential for improved clinical outcomes.”
The paper relies on this without support.
Injectable and oral noninsulin glucose-lowering medications have been studied for their efficacy as adjuncts to insulin treatment of type 1 diabetes.
“Injectable and oral noninsulin glucoselowering medications have been studied for their efficacy as adjuncts to insulin treatment of type 1 diabetes.”
The paper relies on this without support.
Pramlintide is based on the naturally occurring b-cell peptide amylin and is approved for use in adults with type 1 diabetes.
“Pramlintide is based on the naturally occurring b-cell peptide amylin and is approved for use in adults with type 1 diabetes.”
The paper relies on this without support.
Similar results (modest A1C reduction and weight loss) have been reported for several agents currently approved only for the treatment of type 2 diabetes.
“Similar results have been reported for several agents currently approved only for the treatment of type 2 diabetes.”
The paper relies on this without support.
There are currently no approved therapies for preservation of C-peptide or delaying the progression of symptomatic type 1 diabetes.
“There are currently no approved therapies for preservation of C-peptide or delaying the progression of symptomatic type 1 diabetes.”
The paper relies on this without support.
Various therapies, including verapamil, menin inhibitors, Janus kinase inhibitors, antithymocyte globulin, several monoclonal antibodies including teplizumab, and cell therapies, are currently under active investigation.
“Various therapies, including verapamil, menin inhibitors, Janus kinase inhibitors, antithymocyte globulin, several monoclonal antibodies including teplizumab, and cell therapies, are currently under active investigation.”
The paper relies on this without support.
Successful pancreas and islet transplantation can normalize glucose levels and mitigate microvascular complications of type 1 diabetes.
“Successful pancreas and islet transplantation can normalize glucose levels and mitigate microvascular complications of type 1 diabetes.”
The paper relies on this without support.
People receiving pancreas or islet transplantation require lifelong immunosuppression to prevent graft rejection and/or recurrence of autoimmune islet destruction.
“However, people receiving these treatments require lifelong immunosuppression to prevent graft rejection and/or recurrence of autoimmune islet destruction.”
The paper relies on this without support.
Person-specific factors that affect choice of treatment include individualized glycemic goals, individualized weight goals, the individual's risk for hypoglycemia, and the individual's history of or risk factors for cardiovascular, kidney, liver, and other comorbidities and complications of diabetes.
“Person-specific factors that affect choice of treatment include individualized glycemic goals (see Section 6,”
The paper relies on this without support.
Type 2 diabetes is a progressive disease.
“Because type 2 diabetes is a progressive disease, maintenance of glycemic goals often requires combination therapy.”
The paper relies on this without support.
The principal side effects of metformin are gastrointestinal intolerance due to bloating, abdominal discomfort, and diarrhea.
“The principal side effects of metformin are gastrointestinal intolerance due to bloating, abdominal discomfort, and diarrhea; these can be mitigated by gradual dose titration and/or using extendedrelease formulation.”
The paper relies on this without support.
For people with an eGFR of 30-45 mL/min/1.73m2, there is an increased risk for periodic decreases of eGFR to ≤30 mL/min/1.73m2 which heightens the risk of lactic acidosis.
“For people with an eGFR of 30-45 mL/min/1.73m 2 , there is an increased risk for periodic decreases of eGFR to #30 mL/min/1.73m 2 which heightens the risk of lactic acidosis.”
The paper relies on this without support.
Obesity is present in over 90% of people with type 2 diabetes.
“Obesity is present in over 90% of people with type 2 diabetes, and in these individuals weight management is a key treatment goal, along with glucose lowering.”
The paper relies on this without support.
Insulins, sulfonylureas, and thiazolidinediones can promote weight gain.
“Insulins, sulfonylureas, and thiazolidinediones can promote weight gain and should be used judiciously and at the lowest possible dose.”
The paper relies on this without support.
Other glucose-lowering medications (metformin, SGLT2 inhibitors, DPP-4 inhibitors, dopamine agonists, bile acid sequestrants, and alpha-glucosidase inhibitors) are weight neutral or have a modest beneficial effect on weight.
“Other glucoselowering medications (metformin, SGLT2 inhibitors, DPP-4 inhibitors, dopamine agonists, bile acid sequestrants, and aglucosidase inhibitors) are weight neutral or have a modest beneficial effect on weight.”
The paper relies on this without support.
Sulfonylureas, meglitinides, and DPP-4 inhibitors do not have additional beneficial effects on cardiovascular, kidney, weight, or liver outcomes.
“Use of sulfonylureas, meglitinides, and DPP-4 inhibitors should be limited or discontinued, as these medications do not have additional beneficial effects on cardiovascular, kidney, weight, or liver outcomes and (for sulfonylureas and meglitinides) increase risk of hypoglycemia and weight gain.”
The paper relies on this without support.
Sulfonylureas and meglitinides increase risk of hypoglycemia and weight gain.
“Use of sulfonylureas, meglitinides, and DPP-4 inhibitors should be limited or discontinued, as these medications do not have additional beneficial effects on cardiovascular, kidney, weight, or liver outcomes and (for sulfonylureas and meglitinides) increase risk of hypoglycemia and weight gain.”
The paper relies on this without support.
Pioglitazone may help improve glycemia and reduce the amount of insulin needed.
“Adjunctive use of pioglitazone may help to improve glycemia and reduce the amount of insulin needed, although potential side effects should be considered.”
The paper relies on this without support.
Human insulins are often less costly alternatives to insulin analogs.
“Moreover, human insulins, separately, self-mixed, or as premixed NPH/regular (for example, 70/30) formulations, are often less costly alternatives to insulin analogs.”
The paper relies on this without support.
Use of inhaled insulin may result in a decline in lung function (reduced FEV1).
“Use of inhaled insulin may result in a decline in lung function (reduced forced expiratory volume in 1 s [FEV 1 ]).”
The paper relies on this without support.
Individuals with high-deductible health plans and those without insurance coverage can incur very high out-of-pocket expenses for glucose-lowering therapies.
“individuals with high-deductible health plans and those without insurance coverage can incur very high out-of-pocket expenses for glucoselowering therapies.”
The paper relies on this without support.
No caps exist for diabetes durable medical equipment or for noninsulin medications.
“Moreover, no such caps exist for diabetes durable medical equipment (i.e., equipment for glucose monitoring and insulin administration) or for noninsulin medications.”
The paper relies on this without support.
mTOR kinase inhibitors, including everolimus, cause hyperglycemia by interfering with insulin signaling, leading to impaired insulin secretion and increased insulin resistance.
“mTOR kinase inhibitors, including everilomus, cause hyperglycemia by interfering with insulin signaling, leading to impaired insulin secretion and increased insulin resistance.”
The paper relies on this without support.
SGLT2 inhibitors appear to be safe and effective in posttransplantation diabetes.
“SGLT2 inhibitors may be similarly preferred for individuals with ASCVD, HF, and CKD and appear to be safe and effective in posttransplantation diabetes.”
The paper relies on this without support.
There is increased risk of genitourinary tract infection with SGLT2 inhibitors, which is a concern in individuals receiving immunosuppression and in those who have undergone kidney transplantation.
“However, there is increased risk of genitourinary tract infection, which is a concern in individuals receiving immunosuppression and in those who have undergone kidney transplantation.”
The paper relies on this without support.
SGLT2 inhibitors are not approved for use in people with type 1 diabetes.
“It is important to note that SGLT2 inhibitors are not approved for use in people with type 1 diabetes.”
The paper relies on this without support.
Medications that impact gastrointestinal emptying time (e.g., GLP-1 RAs or dual GIP and GLP-1 RA) may affect the absorption of orally administered medications, including oral contraception.
“Medications that impact gastrointestinal emptying time (e.g., GLP-1 RAs or dual GIP and GLP-1 RA) may affect the absorption of orally administered medications, including oral contraception.”
The paper relies on this without support.
Studies on the efficacy and safety of glucose-lowering medications exclude individuals who are pregnant and require individuals of childbearing potential to use one or two forms of contraception.
“Studies on the efficacy and safety of glucose-lowering medications exclude individuals who are pregnant and require individuals of childbearing potential to use one or two forms of contraception.”
The paper relies on this without support.
Hyperglycemia due to chemotherapy may either be transient or represent permanent diabetes.
“Hyperglycemia due to chemotherapy may either be transient (improving upon treatment cessation) or represent permanent diabetes.”
The paper relies on this without support.
Individuals with pancreatogenic diabetes may require early insulin initiation to achieve and maintain glycemic goals.
“Individuals with pancreatogenic diabetes may require early insulin initiation to achieve and maintain glycemic goals.”
The paper relies on this without support.
While immediately posttransplant many individuals require insulin therapy, noninsulin therapies can be used for long-term management.
“While immediately posttransplant many individuals require insulin therapy, noninsulin therapies can be used for long-term management.”
The paper relies on this without support.
GLP-1 RAs have demonstrated benefit on cardiovascular, kidney, weight, and liver outcomes.
“GLP-1 RA therapy may be preferred for many individuals due to the demonstrated benefit of GLP-1 RAs on cardiovascular, kidney, weight, and liver outcomes.”
Citations
Cites
10-year follow-up of intensive glucose control in type 2 diabetes
Holman, R. R., Paul, S. K., Bethel, M. A., Matthews, D. R., & Neil, H. A. W. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa0806470 · Cited by 7,751
Canagliflozin and Renal Outcomes in Type 2 Diabetes and Nephropathy
Perkovic, V., Jardine, M. J., Neal, B., Bompoint, S., Heerspink, H. J. L., Charytan, D. M., Edwards, R., Agarwal, R., Bakris, G., Bull, S., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1811744 · Cited by 6,189
Davies, M. J., D’Alessio, D. A., Fradkin, J., Kernan, W. N., Mathieu, C., Mingrone, G., Rossing, P., Tsapas, A., Wexler, D. J., & Buse, J. B. (2018) · Diabetes Care · doi:10.2337/dci18-0033 · Cited by 3,518
Glycemic durability of rosiglitazone, metformin, or glyburide monotherapy
Kahn, S. E., Haffner, S. M., Heise, M. A., Herman, W. H., Holman, R. R., Jones, N. P., Kravitz, B. G., Lachin, J. M., O'Neill, M. C., Zinman, B., et al. (2006) · New England Journal of Medicine · doi:10.1056/nejmoa066224 · Cited by 2,962
Bariatric Surgery versus Intensive Medical Therapy for Diabetes — 5-Year Outcomes
Schauer, P. R., Bhatt, D. L., Kirwan, J. P., Wolski, K., Aminian, A., Brethauer, S. A., Navaneethan, S. D., Singh, R. P., Pothier, C. E., Nissen, S. E., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1600869 · Cited by 2,934
Empagliflozin in Patients with Chronic Kidney Disease
The EMPA-KIDNEY Collaborative Group (2023) · New England Journal of Medicine · doi:10.1056/nejmoa2204233 · Cited by 2,754
Alpelisib for PIK3CA -Mutated, Hormone Receptor–Positive Advanced Breast Cancer
André, F., Ciruelos, E., Rubovszky, G., Campone, M., Loibl, S., Rugo, H. S., Iwata, H., Conte, P., Mayer, I. A., Kaufman, B., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1813904 · Cited by 2,622
Armstrong, M. J., Gaunt, P., Aithal, G. P., Barton, D., Hull, D., Parker, R., Hazlehurst, J. M., Guo, K., Abouda, G., Aldersley, M. A., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(15)00803-x · Cited by 2,203
Davies, M. J., Aroda, V. R., Collins, B. S., Gabbay, R. A., Green, J., Maruthur, N. M., Rosas, S. E., Del Prato, S., Mathieu, C., Mingrone, G., et al. (2022) · Diabetes Care · doi:10.2337/dci22-0034 · Cited by 2,104
Effects of Semaglutide on Chronic Kidney Disease in Patients with Type 2 Diabetes.
Perkovic, V., Tuttle, K. R., Rossing, P., Mahaffey, K. W., Mann, J. F. E., Bakris, G., Baeres, F. M. M., Idorn, T., Bosch-Traberg, H., Lausvig, N. L., et al. (2024) · New England Journal of Medicine · doi:10.1056/nejmoa2403347 · Cited by 2,099
Flagged first, then by citations
Research works printed but not linked: 1
- Peters, 2013, The American Diabetes Association/JDRF Type 1 Diabetes Sourcebook.
Cited by
Sorted by citations
Zhou, B., Rayner, A. W., Gregg, E. W., Sheffer, K. E., Carrillo-Larco, R. M., Bennett, J. E., Shaw, J. E., Paciorek, C. J., Singleton, R. K., Barradas Pires, A., et al. (2024) · The Lancet · doi:10.1016/s0140-6736(24)02317-1 · Cited by 1,013
Cusi, K. J., Abdelmalek, M. F., Apovian, C. M., Balapattabi, K., Bannuru, R. R., Barb, D., Bardsley, J. K., Beverly, E. A., Corbin, K. D., ElSayed, N. A., et al. (2025) · Diabetes Care · doi:10.2337/dci24-0094 · Cited by 417
Self-citationMechanisms of action and therapeutic applications of GLP-1 and dual GIP/GLP-1 receptor agonists
Liu, Q. K. (2024) · Frontiers in Endocrinology · doi:10.3389/fendo.2024.1431292 · Cited by 265
A Randomized Trial of Automated Insulin Delivery in Type 2 Diabetes.
Kudva, Y. C., Raghinaru, D., Lum, J. W., Graham, T. E., Liljenquist, D., Spanakis, E. K., Pasquel, F. J., Ahmann, A., Ahn, D. T., Aleppo, G., et al. (2025) · New England Journal of Medicine · doi:10.1056/nejmoa2415948 · Cited by 83
Self-citationNdumele, C. E., Rodríguez, F., Dixon, D. L., Khan, S. S., Mukherjee, D., Bajaj, M. S., Bangalore, S., Bozkurt, B., Breathett, K. K., Clarke, S. L., et al. (2026) · Circulation · doi:10.1161/cir.0000000000001453 · Cited by 101
Self-citation
Metadata
- Authors
- American Diabetes Association Professional Practice Committee, ElSayed, N. A., McCoy, R. G., Aleppo, G., Bajaj, M., Balapattabi, K., Beverly, E. A., Briggs Early, K., Bruemmer, D., Echouffo-Tcheugui, J. B., Ekhlaspour, L., Gaglia, J. L., Garg, R., Girotra, M., Khunti, K., Lal, R., Lingvay, I., Matfin, G., Neumiller, J. J., Pandya, N., Pekas, E. J., Pilla, S. J., Polsky, S., Segal, A. R., Seley, J. J., Stanton, R. C., & Bannuru, R. R.
- ORCID
- ElSayed, Nuha A.
- McCoy, Rozalina G.
- Aleppo, Grazia
- Bajaj, Mandeep
- Balapattabi, Kirthikaa
- Beverly, Elizabeth A.
- Briggs Early, Kathaleen
- Bruemmer, Dennis
- Echouffo-Tcheugui, Justin B.
- Ekhlaspour, Laya
- Gaglia, Jason L.
- Garg, Rajesh
- Girotra, Monica
- Khunti, Kamlesh
- Lal, Rayhan
- Lingvay, Ildiko
- Neumiller, Joshua J.
- Pandya, Naushira
- Pekas, Elizabeth J.
- Pilla, Scott J.
- Polsky, Sarit
- Segal, Alissa R.
- Seley, Jane Jeffrie
- Stanton, Robert C.
- Bannuru, Raveendhara R.
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2024-12-09
- Volume
- 48
- Issue
- Supplement_1
- Pages
- S181-S206
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- PMC
- PMC11635045
- OpenAlex
- W4405187712
- Semantic Scholar
- 36383ae6e317f20a2223b5702a4f60004fe2727f
- Cited by
- 728
- References
- 229
- Citations by year
- 2026: 280 · 2025: 375 · 2024: 61
- FWCI
- 42.74
- Type
- journal article
- Language
- en
- Open access
- green
- pmc.ncbi.nlm.nih.gov
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion)
- Funders
- National Institutes of Health (5k23dk121942-05)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- glycemic control, pharmacotherapy, diabetes mellitus, antidiabetic drugs, clinical guidelines, treatment goals, quality of care
- MeSH terms
- Glycemic Control, Blood Glucose, Diabetes Mellitus, Humans, Hypoglycemic Agents, Practice Guidelines as Topic, Standard of Care
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
A language model drew the claims from the paper on 2026-10-27, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-27 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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