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
- 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
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Research works printed but not linked: 1
- Peters, 2013, The American Diabetes Association/JDRF Type 1 Diabetes Sourcebook.
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Medical Management of Peripheral Arterial Disease
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GLP-1 Receptor Agonists: Emerging Indications, Limitations, and Future Directions
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To Determine Vitamin B12 Deficiency in Type 2 Diabetes Mellitus Patients on Metformin Therapy
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NEW FORMS AND TECHNOLOGIES OF INSULIN THERAPY IN TYPE 1 DIABETES - A SYSTEMATIC LITERATURE REVIEW
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Who Should CaRe? Me! The Role of the CDCES in the Cardio Renal and Metabolic (CaRe Me) Continuum
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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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