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.
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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
Registry
Cites
Statistics
Claims the paper makes
129 of 272 cited sources checked · 50 supported · 4 flagged · accuracy not yet measured
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
GLP-1 RAs and dual GIP and GLP-1 RA in these trials had a lower risk of hypoglycemia compared with insulin.
“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.”
Quote in the paperSubstantial claim3 of 8 sources checked- cites [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
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [125] Levin, 2017, Glucagon-like peptide-1 receptor agonists: a systematic review of comparative effectiveness research, Diabetes Metab Syndr Obes source
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)
Experimental — accuracy not yet measured - cites [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
- cites [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
- cites [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
- cites [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 source
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.
Experimental — accuracy not yet measured - cites [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
- Premisecitation§ Alternative Insulin Routes
Inhaled insulin produces clinically meaningful A1C reductions compared with insulin aspart over 24 weeks.
“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).”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [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 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.
Experimental — accuracy not yet measured - cites [187] Hoogwerf, 2021, Results of a 24-week trial of technosphere insulin versus insulin aspart in type 2 diabetes, Endocr Pract source
- cites [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 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)
Experimental — accuracy not yet measured
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
In individuals intensified to insulin therapy, combination therapy with a GLP-1 RA or dual GIP and GLP-1 RA has hypoglycemia benefits compared with insulin alone.
“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).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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 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.
Experimental — accuracy not yet measured
- Premisecitation§ S182 Pharmacologic Approaches to Glycemic Treatment
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.
“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).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [34] Brown, 2019, Six-month randomized, multicenter trial of closed-loop control in type 1 diabetes, N Engl J Med source
- cites [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
- Premisecitation§ S182 Pharmacologic Approaches to Glycemic Treatment
In general, individuals with type 1 diabetes require approximately 30-50% of their daily insulin as basal and the remainder as prandial.
“In general, individuals with type 1 diabetes require approximately 30-50% of their daily insulin as basal and the remainder as prandial (43).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [43] Lal, 2019, Optimizing basal insulin dosing, J Pediatr source
- Premisecitation§ S182 Pharmacologic Approaches to Glycemic Treatment
There is no consensus to guide the choice of injection or pump therapy in a given individual.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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 “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)
Experimental — accuracy not yet measured
- Premisecitation§ Noninsulin Treatments for Type 1 Diabetes
The studies that led to the approved indication for heart failure (HF) excluded individuals with type 1 diabetes or a history of DKA.
“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).”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [82] Bhatt, 2021, Sotagliflozin in patients with diabetes and recent worsening heart failure, N Engl J Med source
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)
Experimental — accuracy not yet measured - cites [83] Bhatt, 2021, Sotagliflozin in patients with diabetes and chronic kidney disease, N Engl J Med source
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)
Experimental — accuracy not yet measured
- Premisecitation§ PHARMACOLOGIC THERAPY FOR ADULTS WITH TYPE 1 DIABETES
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.
“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).”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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 source
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)
Experimental — accuracy not yet measured
- Premisecitation§ S182 Pharmacologic Approaches to Glycemic Treatment
With some AID systems, use of a simplified meal announcement method may be an alternative for prandial insulin dosing.
“With some AID systems, use of a simplified meal announcement method may be an alternative for prandial insulin dosing (31,63).”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [31] Russell, 2022, Multicenter, randomized trial of a bionic pancreas in type 1 diabetes, N Engl J Med source
- cites [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
- Premisecitation§ S182 Pharmacologic Approaches to Glycemic Treatment
CGM use is now considered standard of care for most people with type 1 diabetes.
“Its use is now considered standard of care for most people with type 1 diabetes (4) (see Section 7,”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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
- Premisecitation§ TIVE INSULIN ROUTES IN PHARMACOLOGIC THERAPY FOR
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.
“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).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [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
- cites [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
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
In trials analyzing addition of 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.
“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).”
Quote in the paperSubstantial claim3 of 8 sources checked- cites [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
- cites [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 source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [125] Levin, 2017, Glucagon-like peptide-1 receptor agonists: a systematic review of comparative effectiveness research, Diabetes Metab Syndr Obes source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [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
- cites [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
- cites [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
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Metformin is more effective than DPP-4 inhibitors in lowering weight when used as monotherapy.
“Metformin is also more effective than dipeptidyl peptidase 4 (DPP-4) inhibitors in lowering A1C and weight when used as monotherapy (97).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
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).
“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).”
Quote in the paperSubstantial claim2 of 4 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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 source
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)
Experimental — accuracy not yet measured - cites [10] Bode, 2015, Inhaled technosphere insulin compared with injected prandial insulin in type 1 diabetes: a randomized 24-week trial, Diabetes Care source
- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Metformin reduces risk of cardiovascular events.
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [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
- cites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
In GRADE, severe hypoglycemia was significantly more common in those prescribed glargine or glimepiride.
“Severe hypoglycemia was significantly more common in those prescribed glargine or glimepiride.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [108] Nathan, 2022, Glycemia reduction in type 2 diabetes–glycemic outcomes, N Engl J Med source
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)
Experimental — accuracy not yet measured
- Findingcitation§ Choice of Glucose-Lowering Therapy
In clinical trials, benefits of shared decision-making were limited to face-to-face discussions, not online encounters.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
There is no added glucose-lowering benefit of using GLP-1 RAs (or dual GIP and GLP-1 RA) together with a DPP-4 inhibitor beyond that of the GLP-1 RA alone.
“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).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [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) source
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)
Experimental — accuracy not yet measured - cites [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
- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Metformin reduces risk of microvascular complications.
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [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
- cites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- cites [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 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)
Experimental — accuracy not yet measured
- Findingcitation§ Choice of Glucose-Lowering Therapy
In clinical trials, benefits of shared decision-making were limited to individuals with elevated A1C (>8%).
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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; 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)
Experimental — accuracy not yet measured
- Interpretationcitation§ Choice of Glucose-Lowering Therapy
When A1C is ≥1.5% above the individualized glycemic goal, many individuals will require dual-combination therapy or a more potent glucose-lowering agent to achieve and maintain their goal A1C level.
“When A1C is $1.5% above the individualized glycemic goal (see Section 6,”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured
- Findingcitation§ Choice of Glucose-Lowering Therapy
Lactic acidosis with metformin primarily occurs when eGFR is <30 mL/min/1.73 m2.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [101] Lipska, 2011, Use of metformin in the setting of mild-to-moderate renal insufficiency, Diabetes Care source
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)
Experimental — accuracy not yet measured
- Findingcitation§ Choice of Glucose-Lowering Therapy
Metformin reduces risk of death.
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [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
- cites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- cites [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
- Findingcitation§ Combination Therapy
Some data support initial combination therapy for more rapid attainment of glycemic goals.
“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).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [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
- cites [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
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
Addition of GLP-1 RAs or the dual GIP and GLP-1 RA to metformin usually results in 1 to ≥2% lowering of A1C.
“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).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [104] Frías, 2021, Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes, N Engl J Med source
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
GLP-1 RAs and dual GIP and GLP-1 RA in these trials had beneficial effects on body weight compared with insulin.
“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.”
Quote in the paperSubstantial claim3 of 8 sources checked- cites [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
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [125] Levin, 2017, Glucagon-like peptide-1 receptor agonists: a systematic review of comparative effectiveness research, Diabetes Metab Syndr Obes source
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)
Experimental — accuracy not yet measured - cites [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
- cites [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
- cites [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
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Use of decision aids in shared decision-making improves A1C in adults with type 2 diabetes.
“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”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Metformin is more effective than DPP-4 inhibitors in lowering A1C when used as monotherapy.
“Metformin is also more effective than dipeptidyl peptidase 4 (DPP-4) inhibitors in lowering A1C and weight when used as monotherapy (97).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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
- Premisecitation§ Concentrated Insulins
The U-200 formulations of insulin degludec, insulin lispro, and insulin lispro-aabc have pharmacokinetics similar to those of their U-100 counterparts.
“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).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [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
- cites [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
- cites [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
- Premisecitation§ Combination Injectable Therapy and Prandial Insulin
GLP-1 RAs or dual GIP and GLP-1 RAs lower the risks of hypoglycemia and weight gain associated with insulin therapy.
“to lower the risks of hypoglycemia and weight gain associated with insulin therapy (131,172).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [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 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)
Experimental — accuracy not yet measured - cites [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
- Findingcitation§ Glucose-Lowering Therapy for People With Cardiovascular Disease or Risk Factors for Cardiovascular Disease
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.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
GLP-1 RAs and dual GIP and GLP-1 RA in these trials had greater gastrointestinal side effects compared with insulin.
“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.”
Quote in the paperSubstantial claim3 of 8 sources checked- cites [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
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [125] Levin, 2017, Glucagon-like peptide-1 receptor agonists: a systematic review of comparative effectiveness research, Diabetes Metab Syndr Obes source
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)
Experimental — accuracy not yet measured - cites [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
- cites [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
- cites [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
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
- Findingcitation§ Glucose-Lowering Therapy for People With Cardiovascular Disease or Risk Factors for Cardiovascular Disease
SGLT2 inhibitors and GLP-1 RAs are associated with lower risk of hypoglycemia.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured
- Premisecitation§ Combination Injectable Therapy and Prandial Insulin
Individuals with type 2 diabetes require higher daily insulin doses (≥1 unit/kg).
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [174] McCall, 2012, Insulin therapy and hypoglycemia, Endocrinol Metab Clin North Am source
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)
Experimental — accuracy not yet measured
- Findingcitation§ Glucose-Lowering Therapy for People With Chronic Kidney Disease
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.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [145] Wexler, 2023, Comparative effects of glucose-lowering medications on kidney outcomes in type 2 diabetes: the GRADE randomized clinical trial, JAMA Intern Med source
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)
Experimental — accuracy not yet measured
- Premisecitation§ Combination Injectable Therapy and Prandial Insulin
Individuals with type 2 diabetes are generally more insulin resistant than those with type 1 diabetes.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [174] McCall, 2012, Insulin therapy and hypoglycemia, Endocrinol Metab Clin North Am source
- Premisecitation§ Basal Insulin
An initial dose reduction of 10-20% is typically needed when switching from insulin detemir or U-300 glargine to another insulin.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [169] Mehta, 2021, Practical guidance on the initiation, titration, and switching of basal insulins: a narrative review for primary care, Ann Med source
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)
Experimental — accuracy not yet measured
- Premisecitation§ Combination Injectable Therapy and Prandial Insulin
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.
“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).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [175] Mannucci, 2009, Short-acting insulin analogues vs. regular human insulin in type 2 diabetes: a meta-analysis, Diabetes Obes Metab source
- cites [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 source
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)
Experimental — accuracy not yet measured
- Findingcitation§ Glucose-Lowering Therapy for People With Chronic Kidney Disease
Individuals with CKD, particularly advanced CKD and kidney failure, are at high risk for hypoglycemia.
“Individuals with CKD, particularly advanced CKD and kidney failure, are at high risk for hypoglycemia (132).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured
- Interpretationreasoning§ Concentrated Insulins
U-500 regular insulin has characteristics more like a premixed intermediate-acting (NPH) and regular insulin product.
“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).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
- Premisecitation§ Combination Injectable Therapy and Prandial Insulin
Individuals with type 2 diabetes have lower rates of hypoglycemia than those with type 1 diabetes.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [174] McCall, 2012, Insulin therapy and hypoglycemia, Endocrinol Metab Clin North Am source
- Premisecitation§ Basal Insulin
The principal action of basal insulin is to restrain hepatic glucose production and limit hyperglycemia overnight and between meals.
“The principal action of basal insulin is to restrain hepatic glucose production and limit hyperglycemia overnight and between meals (164,165).”
Quote in the paperNot a substantial claim1 of 2 sources checked - Findingcitation§ If injectable therapy is needed to reduce A1C 1
In individuals intensified to insulin therapy, combination therapy with a GLP-1 RA or dual GIP and GLP-1 RA has weight benefits compared with insulin alone.
“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).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
- Findingcitation§ Glucose-Lowering Therapy for People With Metabolic Comorbidities
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.
“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).”
Quote in the paperSubstantial claim3 of 8 sources checked- cites [146] Belfort, 2006, A placebo-controlled trial of pioglitazone in subjects with nonalcoholic steatohepatitis, N Engl J Med source
- cites [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
- cites [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
- cites [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 source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [150] Newsome, 2021, A placebo-controlled trial of subcutaneous semaglutide in nonalcoholic steatohepatitis, N Engl J Med source
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)
Experimental — accuracy not yet measured - cites [151] Loomba, 2024, Tirzepatide for metabolic dysfunction-associated steatohepatitis with liver fibrosis, N Engl J Med source
- cites [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
- cites [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
- Findingcitation§ Glucose-Lowering Therapy for People With Chronic Kidney Disease
The ability of SGLT2 inhibitors to lower glucose levels declines when the eGFR falls below 45 mL/min/1.73 m2.
“However, their ability to lower glucose levels declines when the eGFR falls below 45 mL/min/1.73m 2 (142-144).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [142] Perkovic, 2019, Canagliflozin and renal outcomes in type 2 diabetes and nephropathy, N Engl J Med source
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)
Experimental — accuracy not yet measured - cites [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
- cites [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
- Findingcitation§ Glucose-Lowering Therapy for People With Chronic Kidney Disease
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.
“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).”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [139] McGuire, 2021, Association of SGLT2 inhibitors with cardiovascular and kidney outcomes in patients with type 2 diabetes: a meta-analysis, JAMA Cardiol source
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)
Experimental — accuracy not yet measured - cites [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
- cites [141] Herrington, 2023, Empagliflozin in patients with chronic kidney disease, N Engl J Med source
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)
Experimental — accuracy not yet measured
- Findingcitation§ Glucose-Lowering Therapy for People With Cardiovascular Disease or Risk Factors for Cardiovascular Disease
Individuals with ASCVD, HF, and CKD have higher hypoglycemia risk than individuals without these conditions.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured
- Findingcitation§ If injectable therapy is needed to reduce A1C 1
In individuals who are intensified to insulin therapy, combination therapy with a GLP-1 RA or a dual GIP and GLP-1 RA has greater efficacy and durability of glycemic treatment effects than treatment intensification with insulin alone.
“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).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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 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)
Experimental — accuracy not yet measured
- Premisecitation§ Basal Insulin
In clinical trials, long-acting basal analogs (U-100 glargine and detemir) reduce the risk of level 2 hypoglycemia and nocturnal hypoglycemia compared with NPH insulin.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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
- Premisecitation§ SGLT Inhibition and Risk of Ketosis
Risk factors for DKA in individuals with 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.
“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).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [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
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)
Experimental — accuracy not yet measured - cites [236] Umpierrez, 2024, Hyperglycemic crises in adults with diabetes: a consensus report, Diabetes Care source
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)
Experimental — accuracy not yet measured
- Premisecitation§ Medication Costs and Affordability
Cost-reducing strategies may improve medication-taking behavior in some cases.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured
- Premisecitation§ Care Considerations for Individuals of Childbearing Potential
The impact on gastric emptying with GLP-1 RAs and dual GIP and GLP-1 RA is highest at initiation and with dosage increases and then diminishes with continued administration.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured
- Premisecitation§ Medication Costs and Affordability
Medication costs contribute to worse medication-taking behavior.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [197] Kang, 2018, Cost-related medication non-adherence among U.S. adults with diabetes, Diabetes Res Clin Pract source
- Premisecitation§ Therapeutic Strategies With Medication Unavailability
A significant number of concerning reports regarding safety and efficacy of compounded incretin products have emerged, including use of unproven salt forms, untested additional ingredients, nonstandard concentrations and doses, and counterfeit products.
“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”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [206] Ashraf, 2024, Safety and risk assessment of no-prescription online semaglutide purchases, JAMA Netw Open source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [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 in the free run.
- cites [208] Lambson, 2023, Administration errors of compounded semaglutide reported to a poison control center-case series, J Am Pharm Assoc source
- Premisecitation§ Therapeutic Strategies for Individuals With Other Types of Diabetes
Metformin use may be associated with lower all-cause, malignancy-related, and infection-related mortality after kidney transplantation.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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
- Premisecitation§ Therapeutic Strategies for Individuals Receiving Cancer Treatment
Metformin is the first-line oral agent to treat alpelisib-induced hyperglycemia.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [223] Gallagher, 2024, Managing hyperglycemia and rash associated with alpelisib: expert consensus recommendations using the Delphi technique, NPJ Breast Cancer source
- Premisecitation§ Medication Costs and Affordability
Medication costs can be a major source of stress for people with diabetes.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [197] Kang, 2018, Cost-related medication non-adherence among U.S. adults with diabetes, Diabetes Res Clin Pract source
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)
Experimental — accuracy not yet measured
- Premisecitation§ Therapeutic Strategies for Individuals With Other Types of Diabetes
Studies have not found evidence of drug interaction between GLP-1 RAs and immunosuppression, including no changes in dosing or toxicity.
“Studies have not found evidence of drug interaction with immunosuppression, including finding no changes in dosing or toxicity (231-233).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [231] Thangavelu, 2020, A retrospective study of glucagon-like peptide 1 receptor agonists for the management of diabetes after transplantation, Diabetes Ther source
- cites [232] Kukla, 2020, The use of GLP1R agonists for the treatment of type 2 diabetes in kidney transplant recipients, Transplant Direct source
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)
Experimental — accuracy not yet measured - cites [233] Singh, 2019, Largest single-centre experience of dulaglutide for management of diabetes mellitus in solid organ transplant recipients, Diabetes Obes Metab source
- Premisecitation§ Therapeutic Strategies for Individuals With Other Types of Diabetes
For individuals with HNF1A mutations, addition of a DPP-4 inhibitor to sulfonylurea may help improve glycemic variability and attainment of glycemic goals.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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
- Premisecitation§ Alternative Insulin Routes
Inhaled insulin produces weight reductions compared with insulin aspart over 24 weeks.
“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).”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [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 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)
Experimental — accuracy not yet measured - cites [187] Hoogwerf, 2021, Results of a 24-week trial of technosphere insulin versus insulin aspart in type 2 diabetes, Endocr Pract source
- cites [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 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)
Experimental — accuracy not yet measured
- Premisecitation§ Glucagon
Appropriate glucagon prescribing is low.
“Clinicians should routinely review the individual's access to glucagon, as appropriate glucagon prescribing is low (191)(192)(193).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [191] Herges, 2023, Glucagon prescribing and costs among U.S. adults with diabetes, 2011-2021, Diabetes Care source
- cites [192] Kahn, 2021, Glucagon use by U.S. adults with type 1 and type 2 diabetes, J Diabetes Complications source
- cites [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
- Premisecitation§ Therapeutic Strategies for Individuals Receiving Cancer Treatment
Insulin can reactivate the PI3K pathway, negating the effects of alpelisib.
“Insulin and sulfonylureas should be considered last-line agents, as insulin can reactivate the PI3K pathway, negating the effects of alpelisib (223,224).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [223] Gallagher, 2024, Managing hyperglycemia and rash associated with alpelisib: expert consensus recommendations using the Delphi technique, NPJ Breast Cancer source
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)
Experimental — accuracy not yet measured - cites [224] Goncalves, 2022, Management of phosphatidylinositol-3-kinase inhibitor-associated hyperglycemia, Integr Cancer Ther source
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)
Experimental — accuracy not yet measured
- Premisecitation§ SGLT Inhibition and Risk of Ketosis
In one study, 71% of people treated with SGLT2 inhibitors who developed DKA presented with glucose levels ≤250 mg/dL.
“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)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [240] Blau, 2017, Ketoacidosis associated with SGLT2 inhibitor treatment: analysis of FAERS data, Diabetes Metab Res Rev source
- Premisecitation§ Therapeutic Strategies for Individuals With Other Types of Diabetes
Metformin use may be associated with lower risk of cardiac allograft vasculopathy after heart transplantation.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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
- Findingcitation§ Combination Therapy
Some data support later combination therapy for longer durability of glycemic effect.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
In general, the largest reductions in A1C levels are achieved by treatment plans that include insulin, select GLP-1 RAs (particularly semaglutide), and tirzepatide.
“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).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [104] Frías, 2021, Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes, N Engl J Med source
- cites [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
- cites [106] Tsapas, 2020, Comparative effectiveness of glucose-lowering drugs for type 2 diabetes: a systematic review and network meta-analysis, Ann Intern Med source
- Findingcitation§ Choice of Glucose-Lowering Therapy
DPP-4 inhibitors result in the smallest reductions in A1C.
“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).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [104] Frías, 2021, Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes, N Engl J Med source
- cites [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
- cites [106] Tsapas, 2020, Comparative effectiveness of glucose-lowering drugs for type 2 diabetes: a systematic review and network meta-analysis, Ann Intern Med source
- Findingcitation§ Choice of Glucose-Lowering Therapy
The occurrence of lactic acidosis with metformin is very rare.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [100] Salpeter, 2010, Risk of fatal and nonfatal lactic acidosis with metformin use in type 2 diabetes mellitus, Cochrane Database Syst Rev source
- Findingcitation§ Choice of Glucose-Lowering Therapy
Compared with sulfonylureas, metformin as first-line therapy is weight neutral.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Compared with sulfonylureas, metformin as first-line therapy does not cause hypoglycemia.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
In ADOPT, glyburide was least effective.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [107] Kahn, 2006, Glycemic durability of rosiglitazone, metformin, or glyburide monotherapy, N Engl J Med source
- Findingcitation§ Choice of Glucose-Lowering Therapy
In 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).
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [107] Kahn, 2006, Glycemic durability of rosiglitazone, metformin, or glyburide monotherapy, N Engl J Med source
- Findingcitation§ Choice of Glucose-Lowering Therapy
Compared with sulfonylureas, metformin as first-line therapy reduces cardiovascular mortality.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Compared with sulfonylureas, metformin as first-line therapy has beneficial effects on A1C.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Very high circulating metformin levels, such as from overdose or acute kidney injury, have been associated with lactic acidosis.
“Very high circulating levels (e.g., as a result of overdose or acute kidney injury) have been associated with lactic acidosis (99).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [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
- Findingcitation§ Choice of Glucose-Lowering Therapy
Metformin use is associated with increased risk of vitamin B12 deficiency.
“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”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [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
- cites [103] Aroda, 2016, Long-term metformin use and vitamin B12 deficiency in the Diabetes Prevention Program Outcomes Study, J Clin Endocrinol Metab source
- Findingcitation§ Choice of Glucose-Lowering Therapy
Metformin use is associated with worsening of symptoms of neuropathy.
“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”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [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
- cites [103] Aroda, 2016, Long-term metformin use and vitamin B12 deficiency in the Diabetes Prevention Program Outcomes Study, J Clin Endocrinol Metab source
- Findingcitation§ Glucose-Lowering Therapy for People With Chronic Kidney Disease
GLP-1 RAs are effective in lowering glucose levels regardless of kidney function.
“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).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [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
- cites [138] Perkovic, 2024, Effects of semaglutide on chronic kidney disease in patients with type 2 diabetes, N Engl J Med source
- Findingcitation§ Insulin Therapy
Instruction of individuals with type 2 diabetes initiating insulin on self-titration of insulin doses based on glucose monitoring improves glycemic management.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
- Findingcitation§ Glucose-Lowering Therapy for People With Chronic Kidney Disease
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.
“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).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [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
- cites [138] Perkovic, 2024, Effects of semaglutide on chronic kidney disease in patients with type 2 diabetes, N Engl J Med source
- Findingcitation§ Glucose-Lowering Therapy for People With Chronic Kidney Disease
GLP-1 RAs have a low risk for hypoglycemia.
“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).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [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
- cites [138] Perkovic, 2024, Effects of semaglutide on chronic kidney disease in patients with type 2 diabetes, N Engl J Med source
- Premisecitation§ PHARMACOLOGIC THERAPY FOR ADULTS WITH TYPE 1 DIABETES
In the DCCT, lower A1C with intensive management (7%) led to ≥50% reductions in microvascular complications over 6 years of treatment.
“In this landmark trial, lower A1C with intensive management (7%) led to $50% reductions in microvascular complications over 6 years of treatment.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
- Premisecitation§ S182 Pharmacologic Approaches to Glycemic Treatment
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.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (53)(54)(55)(56)(57)(58)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation§ Insulin Administration Technique
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.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [67] Bergenstal, 2015, Safety and efficacy of insulin therapy delivered via a 4mm pen needle in obese patients with diabetes, Mayo Clin Proc source
- Premisecitation§ S182 Pharmacologic Approaches to Glycemic Treatment
The proportion of basal to prandial insulin depends on several factors, including carbohydrate consumption, age, pregnancy status, and puberty stage.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites (4,(44)(45)(46)(47)(48)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation§ Noninsulin Treatments for Type 1 Diabetes
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.
“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).”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation§ PHARMACOLOGIC THERAPY FOR ADULTS WITH TYPE 1 DIABETES
Achieving intensive glycemic goals during the active treatment period of the DCCT had a persistent beneficial impact over the 20 years after the active treatment component of the study ended.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (1)(2)(3)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisereasoning§ Abstract
Insulin treatment is essential for individuals with type 1 diabetes.
“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.”
Quote in the paperSubstantial claim- Rests on an assumption: The hallmark of type 1 diabetes is absent or near-absent b-cell function.
- Premisecitation§ PHARMACOLOGIC THERAPY FOR ADULTS WITH TYPE 1 DIABETES
Follow-up of participants from the DCCT demonstrated fewer macrovascular and microvascular complications in the group that received intensive treatment.
“Followup of participants from the DCCT demonstrated fewer macrovascular and microvascular complications in the group that received intensive treatment.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (1)(2)(3)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation§ PHARMACOLOGIC THERAPY FOR ADULTS WITH TYPE 1 DIABETES
In the DCCT, 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).
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
- Interpretationreasoning§ Choice of Glucose-Lowering Therapy
GLP-1 RAs have additional cardiovascular and kidney benefits over insulin and sulfonylureas.
“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.”
Quote in the paperSubstantial claim - Interpretationreasoning§ Combination Therapy
Maintenance of glycemic goals often requires combination therapy in type 2 diabetes.
“Because type 2 diabetes is a progressive disease, maintenance of glycemic goals often requires combination therapy.”
Quote in the paperSubstantial claim- Rests on an assumption: Type 2 diabetes is a progressive disease.
- Premisecitation§ Choice of Glucose-Lowering Therapy
Metformin may be safely used in people with estimated glomerular filtration rate ≥30 mL/min/1.73 m2.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
Not checked in the free run.
- Interpretationcitation§ Choice of Glucose-Lowering Therapy
GLP-1 RAs and tirzepatide have additional liver benefits over insulin and sulfonylureas.
“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.”
Quote in the paperSubstantial claim - Premisecitation§ SURGICAL TREATMENT OF TYPE 1 DIABETES Pancreas and Islet Transplantation
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.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [87] U.S. Food & Drug Administration . Lantidra. Accessed 15 September 2024. Available from https://www.fda.gov/vaccines-blood-biologics/lantidra
Not checked in the free run.
- Interpretationnone given§ Insulin Therapy
Many adults with type 2 diabetes eventually require and benefit from insulin therapy.
“Many adults with type 2 diabetes eventually require and benefit from insulin therapy (Fig. 9.4).”
Quote in the paperSubstantial claim - Premisecitation§ Basal Insulin
Longer-acting basal analogs (U-300 glargine or degludec) convey a lower nocturnal hypoglycemia risk than U-100 glargine.
“Longer-acting basal analogs (U-300 glargine or degludec) convey a lower nocturnal hypoglycemia risk than U-100 glargine (167,168).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [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
- cites [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
- Interpretationreasoning§ If injectable therapy is needed to reduce A1C 1
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.
“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).”
Quote in the paperSubstantial claim - Premisecitation§ Alternative Insulin Routes
In individuals with type 1 diabetes, inhaled insulin has pharmacokinetics similar to those of rapid-acting insulin analogs.
“studies in individuals with type 1 diabetes suggest that inhaled insulin has pharmacokinetics similar to those of RAA (185).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [185] DeWitt, 2003, Outpatient insulin therapy in type 1 and type 2 diabetes mellitus: scientific review, JAMA source
- Premisecitation§ SGLT Inhibition and Risk of Ketosis
DKA is uncommon in people with type 2 diabetes treated with SGLT inhibitors, with an estimated incidence of 0.6-4.9 events per 1,000 person-years.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [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
- Premisecitation§ Therapeutic Strategies for Individuals With Other Types of Diabetes
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.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [228] Munoz Pena, 2023, Posttransplant diabetes mellitus: recent developments in pharmacological management of hyperglycemia, J Clin Endocrinol Metab source
- Premisecitation§ Therapeutic Strategies With Medication Unavailability
GLP-1 RA and dual GIP and GLP-1 RA products were determined by the FDA to be in shortage due to increased demand.
“The latter circumstance led to such a low level of availability that products were determined by the FDA to be in shortage ( 204).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
Not checked in the free run.
- Premisecitation§ Therapeutic Strategies With Medication Unavailability
During FDA-declared shortages, compounding pharmacies and outsourcing compounding facilities are allowed to make copies or essentially duplicate marketed FDA-approved products.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [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
Not checked in the free run.
- Premisecitation§ Medication Costs and Affordability
Costs for noninsulin and insulin diabetes medications have increased dramatically over the past two decades.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [194] Riddle, 2018, The cost of diabetes care-an elephant in the room, Diabetes Care source
- Premisecitation§ Therapeutic Strategies for Individuals With Other Types of Diabetes
Studies of metformin, DPP-4 inhibitors, SGLT2 inhibitors, GLP-1 RAs, and pioglitazone in transplant recipients are limited by small sample sizes, short follow-up, and risk of bias due to retrospective or single-arm prospective designs.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [228] Munoz Pena, 2023, Posttransplant diabetes mellitus: recent developments in pharmacological management of hyperglycemia, J Clin Endocrinol Metab source
- Premisecitation§ Therapeutic Strategies for Individuals Receiving Cancer Treatment
Alpelisib frequently results in hyperglycemia by inhibiting PI3Kα, which systemically blocks the intracellular action of insulin, resulting in a transient state of insulin resistance and hyperglycemia.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [219] Goncalves, 2018, Phosphatidylinositol 3-kinase, growth disorders, and cancer, N Engl J Med source
- Premisecitation§ SGLT Inhibition and Risk of Ketosis
Up to a third of people treated with SGLT2 inhibitors who developed DKA present with glucose levels <200 mg/dL.
“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)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [239] Bonora, 2018, Sodium-glucose co-transporter-2 inhibitors and diabetic ketoacidosis: an updated review of the literature, Diabetes Obes Metab source
- Premisecitation§ Medication Costs and Affordability
An increasing proportion of diabetes medication costs is now passed on to people with diabetes and their families.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [194] Riddle, 2018, The cost of diabetes care-an elephant in the room, Diabetes Care source
- Premisereasoning§ Care Considerations for Individuals of Childbearing Potential
Evidence for the safe use of noninsulin glucose-lowering medications during pregnancy is limited.
“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,”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Section 15
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation§ Medication Costs and Affordability
Three major insulin manufacturers have capped insulin costs at $35 per month per insulin.
“three major insulin manufacturers have capped costs at $35 per month per insulin (199-202)”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [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 in the free run.
- cites [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 in the free run.
- cites [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 in the free run.
- cites [202] Suran, 2023, All 3 major insulin manufacturers are cutting their prices-here's what the news means for patients with diabetes, JAMA source
- Premisecitation§ Therapeutic Strategies for Individuals Receiving Cancer Treatment
Metformin is the first-line treatment of hyperglycemia secondary to mTOR inhibitor treatment.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [225] Cheung, 2022, A targeted approach to phosphoinositide-3-kinase/Akt/mammalian target of rapamycin-induced hyperglycemia, Curr Probl Cancer source
- 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.
- Premisecitation§ Therapeutic Strategies for Individuals With Other Types of Diabetes
There are limited data to inform the optimal pharmacologic management of posttransplant diabetes.
“There are limited data to inform the optimal pharmacologic management of posttransplant diabetes (227)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [227] Lo, 2020, Glucose-lowering agents for treating pre-existing and new-onset diabetes in kidney transplant recipients, Cochrane Database Syst Rev source
- May combine two claims. 38
- Classified as probably not a substantial claim. 2
May combine two claims.
Findingcitation§ Choice of Glucose-Lowering TherapyIn an observational study emulating GRADE, liraglutide was more effective at achieving and maintaining A1C below 7% than sitagliptin, canagliflozin, or glimepiride, which all had comparable effectiveness.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [108] Nathan, 2022, Glycemia reduction in type 2 diabetes–glycemic outcomes, N Engl J Med source
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.
Experimental — accuracy not yet measured
May combine two claims.
Premisecitation§ S182 Pharmacologic Approaches to Glycemic TreatmentIntegration 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.
“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).”
Quote in the paperSubstantial claim1 of 6 sources checked- cites [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
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
- cites [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
- cites [22] Tamborlane, 2008, Continuous glucose monitoring and intensive treatment of type 1 diabetes, N Engl J Med source
- cites [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
May combine two claims.
Premisecitation§ Noninsulin Treatments for Type 1 DiabetesSGLT2 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; however, SGLT2 inhibitor use in type 1 diabetes was associated with an increased rate of DKA.
“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).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [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
- cites [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
May combine two claims.
Premisecitation§ Noninsulin Treatments for Type 1 DiabetesThe 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.
“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).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [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
- cites [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
May combine two claims.
Premisecitation§ Noninsulin Treatments for Type 1 DiabetesThe 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; however, sotagliflozin use was associated with an eightfold increase in DKA compared with placebo.
“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).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [80] Chen, 2020, Efficacy and safety of sotagliflozin adjuvant therapy for type 1 diabetes mellitus: a systematic review and meta-analysis, Medicine (Baltimore) source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [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
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ S182 Pharmacologic Approaches to Glycemic TreatmentFurther adjustment of prandial insulin doses for nutritional intake of protein and fat, in addition to carbohydrates, may be more feasible for individuals using CSII than for those using multiple daily injections.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured
May combine two claims.
Findingcitation§ Choice of Glucose-Lowering TherapyMetformin is inexpensive and widely available.
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [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
- cites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- cites [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 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)
Experimental — accuracy not yet measured
May combine two claims.
Findingcitation§ Choice of Glucose-Lowering TherapyIn GRADE, 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.
“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.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [108] Nathan, 2022, Glycemia reduction in type 2 diabetes–glycemic outcomes, N Engl J Med source
May combine two claims.
Premisecitation§ Noninsulin Treatments for Type 1 DiabetesHigher C-peptide levels have been associated with better A1C, lower risk of retinopathy, lower risk of nephropathy, and lower risk of severe hypoglycemia.
“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).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [85] Lachin, 2014, Impact of C-peptide preservation on metabolic and clinical outcomes in the Diabetes Control and Complications Trial, Diabetes source
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)
Experimental — accuracy not yet measured
May combine two claims.
Findingcitation§ Choice of Glucose-Lowering TherapyThere 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%.
“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).”
Quote in the paperSubstantial claim1 of 4 sources checked- cites [104] Frías, 2021, Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes, N Engl J Med source
- cites [109] Babu, 2009, Safe and simple emergency department discharge therapy for patients with type 2 diabetes mellitus and severe hyperglycemia, Endocr Pract source
- cites [110] Buse, 2015, Is insulin the most effective injectable antihyperglycaemic therapy?, Diabetes Obes Metab source
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)
Experimental — accuracy not yet measured - cites [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
May combine two claims.
Findingcitation§ Choice of Glucose-Lowering TherapyMetformin is effective and safe.
“Metformin is effective and safe, is inexpensive and widely available, and reduces risks of microvascular complications, cardiovascular events, and death (92,94,95).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [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
- cites [94] Holman, 2008, 10-year follow-up of intensive glucose control in type 2 diabetes, N Engl J Med source
- cites [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 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)
Experimental — accuracy not yet measured
May combine two claims.
Premisecitation§ Concentrated InsulinsU-300 glargine has a longer duration of action than U-100 glargine but modestly lower efficacy per unit administered.
“U-300 glargine has a longer duration of action than U-100 glargine but modestly lower efficacy per unit administered (179-181).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [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
- cites [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
- cites [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
May combine two claims.
Findingcitation§ Glucose-Lowering Therapy for People With Metabolic ComorbiditiesMetabolic 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.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [162] Schauer, 2017, Bariatric surgery versus intensive medical therapy for diabetes–5-year outcomes, N Engl J Med source
May combine two claims.
Findingcitation§ Glucose-Lowering Therapy for People With Metabolic ComorbiditiesOf 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 extended-release exenatide.
“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).”
Quote in the paperSubstantial claim3 of 5 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
- cites [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 source
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)
Experimental — accuracy not yet measured - cites [160] Davies, 2015, Efficacy of liraglutide for weight loss among patients with type 2 diabetes: the SCALE diabetes randomized clinical trial, JAMA source
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)
Experimental — accuracy not yet measured - cites [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
May combine two claims.
Findingcitation§ Glucose-Lowering Therapy for People With Cardiovascular Disease or Risk Factors for Cardiovascular DiseaseIn GRADE, no significant differences were found for major adverse cardiovascular events, hospitalization for HF, or cardiovascular death.
“although no significant differences were found for major adverse cardiovascular events, hospitalization for HF, or cardiovascular death (133).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [133] Nathan, 2022, Glycemia reduction in type 2 diabetes–microvascular and cardiovascular outcomes, N Engl J Med source
May combine two claims.
Premisecitation§ Alternative Insulin RoutesInhaled insulin has faster onset and shorter duration compared with the rapid-acting insulin analog lispro.
“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).”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites [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
- cites [187] Hoogwerf, 2021, Results of a 24-week trial of technosphere insulin versus insulin aspart in type 2 diabetes, Endocr Pract source
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)
Experimental — accuracy not yet measured - cites [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
May combine two claims.
Premisecitation§ Concentrated InsulinsU-500 regular insulin has similar onset but a delayed, blunted, and prolonged peak effect and longer duration of action compared with U-100 regular insulin.
“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).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [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 source
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)
Experimental — accuracy not yet measured - cites [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
May combine two claims.
Findingcitation§ Glucose-Lowering Therapy for People With Cardiovascular Disease or Risk Factors for Cardiovascular DiseaseWhile 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.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [135] Berg, 2019, Heart failure risk stratification and efficacy of sodium-glucose cotransporter-2 inhibitors in patients with type 2 diabetes mellitus, Circulation source
May combine two claims.
Premisecitation§ Therapeutic Strategies for Individuals With Other Types of DiabetesIndividuals 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.
“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).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [234] Greeley, 2022, ISPAD Clinical Practice Consensus Guidelines 2022: the diagnosis and management of monogenic diabetes in children and adolescents, Pediatr Diabetes source
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)
Experimental — accuracy not yet measured
May combine two claims.
Premisecitation§ Therapeutic Strategies for Individuals Receiving Cancer TreatmentICI-diabetes is an insulin-deficient phenotype that presents as acute severe hyperglycemia or DKA and appears to occur more abruptly than type 1 diabetes.
“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).”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites [216] Byun, 2020, Immune checkpoint inhibitor-associated diabetes: a single-institution experience, Diabetes Care source
- cites [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 '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)
Experimental — accuracy not yet measured - cites [218] Liu, 2020, Reporting of immune checkpoint inhibitor therapy-associated diabetes, 2015-2019, Diabetes Care source
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)
Experimental — accuracy not yet measured
May combine two claims.
Premisecitation§ SGLT Inhibition and Risk of KetosisIndividuals with type 1 diabetes and insulin-deficient type 2 diabetes are at increased risk for DKA with SGLT inhibitor therapy.
“Individuals with type 1 diabetes (84,236) and insulin-deficient type 2 diabetes are at increased risk for DKA with SGLT inhibitor therapy.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [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
- cites [236] Umpierrez, 2024, Hyperglycemic crises in adults with diabetes: a consensus report, Diabetes Care source
May combine two claims.
Premisecitation§ Therapeutic Strategies for Individuals With Other Types of DiabetesIndividuals 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.
“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)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [234] Greeley, 2022, ISPAD Clinical Practice Consensus Guidelines 2022: the diagnosis and management of monogenic diabetes in children and adolescents, Pediatr Diabetes source
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)
Experimental — accuracy not yet measured
May combine two claims.
Premisecitation§ Therapeutic Strategies for Individuals Receiving Cancer TreatmentImmune checkpoint inhibitors suppress physiologic blocks on immune responses, which can result in autoimmune toxicities, including autoimmune diabetes, with an incidence approximately ≤1%.
“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%).”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites [216] Byun, 2020, Immune checkpoint inhibitor-associated diabetes: a single-institution experience, Diabetes Care source
- cites [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
- cites [218] Liu, 2020, Reporting of immune checkpoint inhibitor therapy-associated diabetes, 2015-2019, Diabetes Care source
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)
Experimental — accuracy not yet measured
May combine two claims.
Premisecitation§ Therapeutic Strategies for Individuals Receiving Cancer TreatmentHyperglycemia occurs early during alpelisib therapy, with a median time of onset of about 2 weeks from initiation, an incidence of ≥60% overall, and typically resolves upon treatment cessation.
“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).”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [220] André, 2019, Alpelisib for PIK3CA-mutated, hormone receptor-positive advanced breast cancer, N Engl J Med source
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)
Experimental — accuracy not yet measured - cites [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 source
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)
Experimental — accuracy not yet measured - cites [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 source
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)
Experimental — accuracy not yet measured
May combine two claims.
Findingcitation§ Glucose-Lowering Therapy for People With Metabolic ComorbiditiesCombination therapy with pioglitazone plus GLP-1 RA is safe and effective and has been shown to reduce hepatic steatosis in adults with type 2 diabetes with biopsy-proven MASH or those at higher risk of clinically significant liver fibrosis identified with noninvasive tests.
“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).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [154] Sathyanarayana, 2011, Effects of combined exenatide and pioglitazone therapy on hepatic fat content in type 2 diabetes, Obesity (Silver Spring) source
- cites [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
- cites [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
May combine two claims.
Premisecitation§ Noninsulin Treatments for Type 1 DiabetesLiraglutide treatment had no impact on C-peptide in individuals with type 1 diabetes and residual b-cell function, and with liraglutide discontinuation there was worsening of C-peptide loss compared with placebo.
“During treatment there was no impact, and with liraglutide discontinuation there was worsening of Cpeptide loss compared with placebo (73).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [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
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ S182 Pharmacologic Approaches to Glycemic TreatmentThe 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 and the remaining portion as basal insulin.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [49] Peters, 2013
Not checked in the free run.
May combine two claims.
Premisecitation§ S182 Pharmacologic Approaches to Glycemic TreatmentRandomized controlled trials and real-world studies have demonstrated the ability of commercially available AID systems to improve achievement of glycemic goals while reducing the risk of hypoglycemia.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (26)(27)(28)(29)(30)(31)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisecitation§ PHARMACOLOGIC THERAPY FOR ADULTS WITH TYPE 1 DIABETESIn 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.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (5)(6)(7)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisecitation§ S182 Pharmacologic Approaches to Glycemic TreatmentStarting insulin 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.
“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”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites (49)(50)(51)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisecitation§ TIVE INSULIN ROUTES IN PHARMACOLOGIC THERAPY FORA 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.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [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
May combine two claims.
Premisecitation§ TIVE INSULIN ROUTES IN PHARMACOLOGIC THERAPY FORNewer insulin formulations may cause less hypoglycemia while improving postprandial glucose excursions and administration flexibility compared with RAA.
“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).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites (10)(11)(12)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisecitation§ Noninsulin Treatments for Type 1 DiabetesThe largest clinical trials of 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.
“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).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [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
- cites [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
May combine two claims.
Premisecitation§ S182 Pharmacologic Approaches to Glycemic TreatmentReduction 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.
“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).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [24] Bergenstal, 2013, Threshold-based insulin-pump interruption for reduction of hypoglycemia, N Engl J Med source
- cites [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
May combine two claims.
Premisecitation§ PHARMACOLOGIC THERAPY FOR ADULTS WITH TYPE 1 DIABETESThe 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.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (1)(2)(3)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisecitation§ Noninsulin Treatments for Type 1 DiabetesClinical trials have demonstrated a modest reduction in A1C (0.3-0.4%) and modest weight loss (≥1 kg) with pramlintide in adults with type 1 diabetes.
“Clinical trials have demonstrated a modest reduction in A1C (0.3-0.4%) and modest weight loss ($1 kg) with pramlintide (68).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [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
May combine two claims.
Interpretationcitation§ S182 Pharmacologic Approaches to Glycemic TreatmentAutomated insulin delivery (AID) systems are safe and effective for people with type 1 diabetes.
“Automated insulin delivery (AID) systems are safe and effective for people with type 1 diabetes.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (26)(27)(28)(29)(30)(31)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationreasoning§ Choice of Glucose-Lowering TherapyGLP-1 RAs and tirzepatide have additional benefits over insulin and sulfonylureas, including lower risks for hypoglycemia and favorable weight effects.
“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.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ SGLT Inhibition and Risk of KetosisSGLT inhibitor-associated DKA occurs in approximately 4% of people with type 1 diabetes; the risk can be 5-17 times higher than in people with type 1 diabetes not treated with SGLT inhibitors.
“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).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [237] Wolfsdorf, 2019, SGLT inhibitors for type 1 diabetes: proceed with extreme caution, Diabetes Care source
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.”
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“In clinical practice, SGLT2 inhibitors are often initiated first due to their oral administration and broader reimbursement, with GLP-1 receptor agonists subsequently added to address persistent hyperglycemia, excess body weight, or residual albuminuria [84,85].”
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SGLT2 inhibitor use in the management of feline diabetes mellitus
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Early combination therapy with SGLT2i and GLP ‐1 RA or dual GIP / GLP ‐1 RA in type 2 diabetes
Vale, C., Lourenço, I. M., Jordan, G., Golovaty, I., Torres, H., Moin, T., Buysschaert, M., Neves, J. S., & Bergman, M. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16077 · Cited by 29 · see citing works
Advance Insulin Injection Technique and Education With FITTER Forward Expert Recommendations
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Cardiovascular, kidney, and metabolic health: an actionable vision for heart failure prevention
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“While contemporary guidelines support the use of SGLT2i and GLP-1RA agents in patients with overlapping cardiometabolic risk profiles [6–8], uptake of dual therapy remains limited in clinical practice [9], due in part to uncertainty regarding its incremental benefit over monotherapy.”
Ostrominski, J. W., Ortega-Montiel, J., Tesfaye, H., ALIX, C., DiCesare, E., CROMER, S. J., Wexler, D. J., Paik, J. M., & Patorno, E. (2025) · Annals of Internal Medicine · doi:10.7326/annals-24-02870 · Cited by 24 · see citing works
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Diabetic cardiomyopathy: insights into pathophysiology, diagnosis and clinical management
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“Perhaps consequently, glycaemic control levels in study participants were close to guideline-recommended levels (mean HbA1c of 7.1% and ≈ 45% with an HbA1c 7%), despite long ( ≈ 15 years) T2D duration [42 , 43 ].”
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Gut–Adipose Tissue Axis and Metabolic Health
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Rethinking the Diabetes–Cardiovascular Disease Continuum: Toward Integrated Care
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“Metformin remains the first-line pharmacological treatment for T2D [43].”
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“While a de fi nitive causal relationship has not been established, the occurrence of acute pancreatitis necessitates immediate drug withdrawal, as recommended by the American Diabetes Association and the American College of Cardiology (37, 51).”
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The Expanding Scope of GLP-1 Receptor Agonists: Six Uses Beyond Diabetes
Sheth, K., Kim, S., Porterfield, L. R., Virani, S. S., Wadhwani, S., & Vaughan, E. M. (2025) · Current Atherosclerosis Reports · doi:10.1007/s11883-025-01319-6 · Cited by 19 · see citing works
GLP-1-based therapeutics for cardiorenal protection in metabolic diseases
Apperloo, E. M., Heerspink, H. J. L., van Raalte, D. H., & Muskiet, M. H. A. (2025) · Nephrology Dialysis Transplantation · doi:10.1093/ndt/gfaf110 · Cited by 18 · see citing works
“The 2025 American Diabetes Association Standards of Care [63 ] emphasize prioritizing drugs that reduce CV/CKD risk in patients with T2D and established ASCVD, HF or CKD, with emphasis on SGLT2is and GLP-1RAs for their proven benefits.”
Kałas, M., Stępniewska, E., Gniedziejko, M., Leszczyński-Czeczatka, J., & Siemiński, M. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14093122 · Cited by 19 · see citing works
Wong, H. J., Lin, N., Teo, Y. H., Yeo, B. S. Y., Toh, K. Z. X., Teo, Y. N., Chan, M. Y., Yeo, L. L. L., Poh, K. K., Kong, W. K. F., et al. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16136 · Cited by 16 · see citing works
Antioxidant Effects of SGLT2 Inhibitors on Cardiovascular–Kidney–Metabolic (CKM) Syndrome
Guerrero‐Mauvecin, J., Villar-Gómez, N., Miño-Izquierdo, L., Povo‐Retana, A., Ramos, A. M., Ruiz‐Hurtado, G., Sánchez-Niño, M. D., Ortíz, A., & Sanz, A. B. (2025) · Antioxidants · doi:10.3390/antiox14060701 · Cited by 15 · see citing works
“The current consensus is that CKM protection by SGLT2i represents a class effect [5,21,22].”
Kim, M. J., Cho, Y. K., Kim, S. H., et al. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16550 · Cited by 15 · see citing works
The possible effect of anti-diabetic agents GLP-1RA and SGLT-2i on the respiratory system function
Kantreva, K., Katsaounou, P. A., Saltiki, K., Trakada, G., Ntali, G., Stratigou, T., Tzanela, M., Ψαλτοπούλου, Θ., & Paschou, S. Α. (2024) · Endocrine · doi:10.1007/s12020-024-04033-6 · Cited by 15 · see citing works
Bazzazzadehgan, S., Shariat‐Madar, Z., & Mahdi, F. (2025) · Biomolecules · doi:10.3390/biom15030414 · Cited by 18 · see citing works
Managing the side effects of sodium-glucose cotransporter-2 inhibitors
Kodur, N., Sharew, B., Lansang, M. C., & Tang, W. H. W. (2025) · Cleveland Clinic Journal of Medicine · doi:10.3949/ccjm.92a.24071 · Cited by 19 · see citing works
“19,21,22 AUGUST 2025 507”
Evolving strategies for early diagnosis, proactive prevention and treatment of CKD
Ortíz, A., Yanagita, M., Yokoi, H., & Torrá, R. (2025) · Nephrology Dialysis Transplantation · doi:10.1093/ndt/gfaf151 · Cited by 15 · see citing works
Hsu, Y.-H., Liang, Y.-C., Chan, K.-C., Chou, Y.-H., Wu, H., & Ou, H. (2025) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2025.112995 · Cited by 15 · see citing works
A narrative review of metformin in pregnancy: Navigating benefit and uncertainty
McEvoy, R. P., Newman, C., Egan, A. M., & Dunne, F. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16361 · Cited by 13 · see citing works
Hasebe, M., Su, C., Keidai, Y., Minamino, H., Yabe, D., Inagaki, N., & Yoshiji, S. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.70121 · Cited by 16 · see citing works
XU, Y., Malek, N. D., Chang, A. R., Echouffo-Tcheugui, J. B., Selvin, E., Grams, M. E., Fang, M., & Shin, J. (2026) · Nature Medicine · doi:10.1038/s41591-026-04274-0 · Cited by 15 · see citing works
Self-citationCannarella, R., Rubulotta, M., Cannarella, V., Vignera, S. L., & Calogero, A. E. (2025) · European Journal of Internal Medicine · doi:10.1016/j.ejim.2025.06.010 · Cited by 13 · see citing works
Ceron, E. L., Reddy, S. D., Kattamuri, L. P. V., Muvva, D. M., Chozet, L. E., & Bright, T. M. (2025) · Journal of Brown Hospital Medicine · doi:10.56305/001c.132255 · Cited by 12 · see citing works
Llach, C.-D., Badulescu, S., Tabassum, A., Shah, H., Gill, H., Le, G. H., Vieta, E., McIntyre, R. S., Rosenblat, J. D., & Mansur, R. B. (2025) · Molecular Psychiatry · doi:10.1038/s41380-025-03261-0 · Cited by 15 · see citing works
Tuccinardi, D., Zilich, R., Ponzani, P., Musacchio, N., Manicardi, V., Rocca, A., Pontremoli, R., Fioretto, P., Muscarà, A., Cianni, G. D., et al. (2025) · Cardiovascular Diabetology – Endocrinology Reports · doi:10.1186/s40842-025-00251-7 · Cited by 12 · see citing works
“Subjects ( n = 139,202) were stratified into four clinical cohorts based on American Diabetes Association (ADA) guidelines, considering CV and renal risk factors [7].”
Kim, N. H., Moon, J. S., Lee, Y., Cho, H., Kwak, S. H., Lim, S. K., Moon, M. K., Kim, D., Kim, T. H., Ko, E., et al. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15705 · Cited by 12 · see citing works
Insulin Management for Gestational and Type 2 Diabetes in Pregnancy
Valent, A. M., & Barbour, L. A. (2024) · Obstetrics and Gynecology · doi:10.1097/aog.0000000000005640 · Cited by 13 · see citing works
Adipocentric Strategy for the Treatment of Type 2 Diabetes Mellitus
Martínez, J. J. G. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14030678 · Cited by 12 · see citing works
Li, S., Wang, J., Chen, Y., Cheng, Y., Wang, Y., Xu, N., Wang, H., Wang, L., Chi, Y.-F., Ye, X., et al. (2025) · Inflammation · doi:10.1007/s10753-025-02258-9 · Cited by 12 · see citing works
Ibrahim, M. A., Ba-Essa, E. M., Ahmed, A., Ahmad, E., Annabi, F. A., Chaabane, H., Tuccinardi, D., Davies, M. J., Domenico, F. D., Eckel, R. H., et al. (2025) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.70057 · Cited by 15 · see citing works
“Figure 2 summarises the differences and similarities between different types of fasting [54].”
Metformin—mechanisms of its glycemia-reducing effect
Drewe, J., Foretz, M., & Krähenbühl, S. (2025) · Pharmacological Reviews · doi:10.1016/j.pharmr.2025.100106 · Cited by 15 · see citing works
Molecular pathways and emerging therapeutic targets in the pathogenesis of diabetic kidney disease
Al-Masri, S., Coelho, J. N., & Thomas, L. (2026) · Frontiers in Physiology · doi:10.3389/fphys.2026.1747053 · Cited by 11 · see citing works
“…for most patients with DKD, with glucagon-like peptide-1 receptor agonists (GLP-1RA, e.g., semaglutide, dulaglutide) as adjuncts to improve glycemic and renal outcomes (Michel et al., 2022; Diabetes Care, 2025; Alicic et al., 2025; Mima, 2022; Georgianos et al., 2023; Khurana et al., 2022).”
Abutaima, R., Barakat, M. M., Sawan, H. M., Omari, S. M. A., & Mhaidat, N. M. (2024) · PLoS ONE · doi:10.1371/journal.pone.0314407 · Cited by 12 · see citing works
Zhu, T., Wang, Y., Liu, J., Zhang, L., Dai, Y., Xu, D., & Zhang, Z. (2024) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2024.139059 · Cited by 11 · see citing works
Cardiovascular-Kidney-Metabolic (CKM) Syndrome: A Case-Based Narrative Review
Javaid, A., Hariri, E. H., Özkan, B., Lang, K., Khan, S. S., Rangaswami, J., Stone, N. J., Blumenthal, R. S., & Ndumele, C. E. (2025) · American Journal of Medicine Open · doi:10.1016/j.ajmo.2025.100089 · Cited by 12 · see citing works
The potential role of finerenone in patients with type 1 diabetes and chronic kidney disease
Vasco, M. A. E., Fantaye, S. H., Raghunathan, S., & Solis‐Herrera, C. (2024) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15773 · Cited by 11 · see citing works
Tsai, Y., Huang, J., Yu, P.-S., Kuo, M., Wu, L., Chang, W., Hwang, S., & Hsu, Y. (2025) · Redox Report · doi:10.1080/13510002.2025.2528334 · Cited by 10 · see citing works
Concepción‐Zavaleta, M. J., Fuentes‐Mendoza, J. M., Yovera, J. G. G., Ruvalcaba-Barbosa, G. Y., Cura-Rodríguez, L. D., González-Rodríguez, J. S., Urteaga, L. A. C., Pérez-Reyes, A. I., Aldave, J. E. Q., & Paz‐Ibarra, J. (2025) · World Journal of Gastroenterology · doi:10.3748/wjg.v31.i37.111435 · Cited by 10 · see citing works
Allamreddy, S. R., Arora, M., Ganugula, R., Friend, R., Basu, R., & Kumar, M. N. V. R. (2024) · Pharmacological Reviews · doi:10.1124/pharmrev.124.001074 · Cited by 10 · see citing works
Refaie, A. F. A., Baldassini, L., Mondillo, C., Gonnelli, S., Ceccarelli, E., Tarquini, R., Gonnelli, S., Gennari, L., & Caffarelli, C. (2025) · Endocrine · doi:10.1007/s12020-025-04253-4 · Cited by 10 · see citing works
Alhomoud, I. S., Wheeler, S. E., & Dixon, D. L. (2025) · Canadian Journal of Physiology and Pharmacology · doi:10.1139/cjpp-2025-0038 · Cited by 11 · see citing works
Fully automated insulin delivery systems in type 1 diabetes: A systematic review and meta‐analysis
Fan, W., Deng, C., Xu, R., Liu, Z., He, Y., Zhou, Z., & Li, X. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16499 · Cited by 10 · see citing works
Metformin: Old Drug, New Therapeutic Potential in the Skin? A Brief Narrative Review
Pantazopoulos, D., Papachristou, S., Gouveri, E., Papi, M., Papazoglou, D., & Παπάνας, Ν. (2025) · Advances in Therapy · doi:10.1007/s12325-025-03256-x · Cited by 10 · see citing works
Khalil, I., Islam, M. R., Kamrul-Hasan, A. B. M., Nagendra, L., Promi, S. A., Sayed, M. A., Rahman, M. A., Sultana, N., Tasmi, N. A., Das, M., et al. (2025) · Endocrine Practice · doi:10.1016/j.eprac.2025.06.005 · Cited by 10 · see citing works
Costa, E. G., Bitetto, D., Fornasiere, E., Fumolo, E., Ferrarese, A., & Toniutto, P. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14134619 · Cited by 10 · see citing works
“The choice between GLP-1RAs and/or SGLT-2Is was not made on the basis of a uniform criterion or following the updated clinical guidelines, which have been designed for the general population [38,39].”
Assessment of thyroid cancer risk associated with glucagon‐like peptide 1 receptor agonist use
Vilsbøll, T., Stellfeld, M., Aroda, V. R., Dandanell, S., David, J., Kristiansen, C. T. P., Rasmussen, S., Roberts, F. L., & Hegedűs, L. D. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.70291 · Cited by 11 · see citing works
Xu, L., Wu, Y., Li, J., Ding, Y., Chow, J., Li, L., Liu, H., Wang, Z., Gong, T., Li, Y., et al. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-088687 · Cited by 9 · see citing works
“69 Based on the results of the present study, for patients at a high risk of GI, 300 mg of ipragliflozin may be a more suitable choice.”
NLRP3 inflammasomes pathway: a key target for Metformin
Hosseini, Y., Niknejad, A., Kashani, A. S., Gholami, M., Roustaei, M., Mohammadi, M. K., Momtaz, S., Atkin, S. L., Jamialahmadi, T., Abdolghaffari, A. H., et al. (2025) · Inflammopharmacology · doi:10.1007/s10787-025-01702-4 · Cited by 10 · see citing works
Ratzki‐Leewing, A. A., Harris, S. B., RABASA-LHORET, R. P. R., & Poon, Y. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16266 · Cited by 9 · see citing works
da Silva, W. S. (2025) · Diabetes Technology and Obesity Medicine · doi:10.1089/dtom.2025.0015 · Cited by 8 · see citing works
“Taking T2D as a model: recent guidelines 42,43 recommend speci fi c interventions for people with T2D considering the presence or absence of cardiorenal complications, such as ASCVD, heart failure, or chronic kidney disease, based on the actions of antidiabetic agents beyond glycemic control.”
Addressing the Shortage of GLP-1 RA and Dual GIP/GLP-1 RA-Based Therapies—A Systematic Review
Altabas, V., Orlović, Z., & Baretić, M. (2025) · Diabetology · doi:10.3390/diabetology6060052 · Cited by 10 · see citing works
Epigenetics Plays a Role in the Pathogenesis and Treatment of Diabetes
Kiełbowski, K., Bakinowska, E., & Pawlik, A. (2025) · Genes · doi:10.3390/genes16070769 · Cited by 9 · see citing works
“For instance, metformin, GLP-1 analogs, SGLT-2 inhibitors, and DDP-4 inhibitors can be used in patients with T2DM [3].”
Horváth, L., Novodvorský, P., & Haluzı́k, M. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16645 · Cited by 9 · see citing works
“16,17 Fixed-ratio combinations of basal insulin analogues and GLP-1 RA (FRC) benefit from complementary mechanisms of action of their two components that cumulatively influence most of the aforementioned processes in the pathogenesis of T2DM.”
Homoródi, N., Varga, É., Szabó, Z., Sztanek, F., & Harangi, M. (2025) · Biomedicines · doi:10.3390/biomedicines13112595 · Cited by 9 · see citing works
New kidneys, old risks: cardiovascular challenges after transplantation
Craenenbroeck, A. V. V., Chinnappa, S., Dounousi, E., Fernández-Fernández, B., Iatridi, F., Mark, P. B., Piko, N., Stegbauer, J., Torino, C., Vogt, L., et al. (2025) · Nephrology, Dialysis and Transplantation · doi:10.1093/ndt/gfaf239 · Cited by 9 · see citing works
Ingrasciotta, Y., Vitturi, G., & Trifirò, G. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13072113 · Cited by 9 · see citing works
- 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 · 2023: 11
- 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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-27.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-27.
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