Cited by 33Diabetes Treatment and ManagementChronic Kidney Disease and DiabetesDiabetes Management and Research

Disparities in SGLT2 Inhibitor or Glucagon-Like Peptide 1 Receptor Agonist Initiation Among Medicare-Insured Adults With CKD in the United States

Open access
Zhao, Julie Z., Weinhandl, Eric D., Carlson, Angeline M., St. Peter, Wendy L.·2023·Kidney Medicine

Abstract

Rationale & Objective: Information regarding disparities in initiating sodium/glucose cotransporter 2 inhibitors (SGLT2i) and glucagon-like peptide 1 receptor agonists (GLP-1RA) in patients with chronic kidney disease (CKD) is limited. We examined sociodemographic and clinical factors associated with the initiation of SGLT2i, GLP-1RA, or second-generation sulfonylureas in a Medicare Fee-For-Service patient population with CKD and type 2 diabetes. Study Design: Retrospective cohort study. Setting & Participants: The 20% random sample of Medicare Fee-For-Service claims, 2012-2018. Exposures: Patients' sociodemographic and clinical factors. Outcomes: Use of SGLT2i, GLP-1RA, or sulfonylureas. Analytical Approach: Patients with a newly initiated prescription of SGLT2i, GLP-1RA, or second-generation sulfonylureas from January 1, 2013, to December 31, 2018, were identified. Multinomial logistic regression model was used to evaluate demographic and clinical factors associated with the initiation of SGLT2i, GLP-1RA, or second-generation sulfonylureas. Results: The study cohort comprised 53,029 adults (aged greater than or equal to 18 years) with CKD and type 2 diabetes, of whom 10.0%, 17.4%, and 72.6% had a first prescription for SGLT2i, GLP-1RA, and sulfonylurea, respectively. Patients aged greater than or equal to 75 years versus those aged 65-74 years had lower odds to start SGLT2i or GLP-1RA compared with sulfonylureas. Black patients were associated with lower odds of initiation of SGLT2i (OR, 0.67; 95% CI, 0.61-0.74) and GLP-1RA (OR, 0.73; 95% CI, 0.68-0.79), compared with White patients. Hispanic and Asian patients had lower odds of initiation of GLP-1RA. Patients with cardiovascular disease or hyperlipidemia had higher odds to start SGLT2i or GLP-1RA. Limitations: CKD and type 2 diabetes diagnosis; CKD stage; and patient clinical status were identified with diagnosis or procedure codes. There is potential for residual confounding with the use of retrospective data. Conclusions: The results of this study identified disparities in the use of SGLT2i and GLP-1RA in patients with CKD. Black and older patients were significantly less likely to be initiated on SGLT2i or GLP-1RA than on second-generation sulfonylureas.

AI snapshot

Written from the paper’s full text.

TL;DR

In a retrospective Medicare Fee-For-Service cohort of 53,029 adults with CKD and type 2 diabetes, most new glucose-lowering prescriptions were for sulfonylureas, while SGLT2i and GLP-1RA initiation was less common. Black and older patients had significantly lower odds of initiating SGLT2i or GLP-1RA versus sulfonylureas.

Key findings

  • Among 53,029 adults with CKD and type 2 diabetes, 10.0% initiated SGLT2i, 17.4% initiated GLP-1RA, and 72.6% initiated second-generation sulfonylureas.
  • Black patients had lower odds of initiating SGLT2i (OR, 0.67; 95% CI, 0.61-0.74) and GLP-1RA (OR, 0.73; 95% CI, 0.68-0.79) than White patients; Hispanic and Asian patients had lower odds of GLP-1RA initiation.
  • Patients aged ≥75 years had lower odds of initiating SGLT2i or GLP-1RA than those aged 65-74 years; for age ≥85, SGLT2i OR was 0.39 (95% CI, 0.34-0.45) and GLP-1RA OR was 0.21 (95% CI, 0.18-0.24).
  • CKD stage 4-5 versus stage 3 was associated with lower odds of SGLT2i initiation (OR, 0.46; 95% CI, 0.37-0.57) and GLP-1RA initiation (OR, 0.75; 95% CI, 0.67-0.85); higher Elixhauser Comorbidity Index score was associated with lower odds of both (OR, 0.96 for each).

Methods

  • Retrospective cohort study using a 20% random sample of Medicare Fee-For-Service claims from 2012-2018; adults ≥18 years with CKD and type 2 diabetes were identified from 2013-2018, and new users of SGLT2i, GLP-1RA, or second-generation sulfonylureas were selected.
  • Multinomial logistic regression evaluated demographic and clinical factors associated with initiation of SGLT2i or GLP-1RA compared with sulfonylureas, reporting adjusted odds ratios with 95% CIs.
  • Subgroup analyses were conducted among patients with low-income subsidy and by median income level (<$60,000 and ≥$60,000); a sensitivity analysis excluded patients with CKD stages 4-5 and kidney failure.

Limitations

  • The paper states that CKD and type 2 diabetes diagnoses, CKD stage, and clinical status were identified with diagnosis or procedure codes and could not be verified through medical record review or laboratory values; approximately 49% of CKD stage codes were unknown or unspecified.
  • The paper states potential residual confounding from retrospective data, assessment of only the first prescription filled by new users, and limited generalizability to non-Part D, Medicare Advantage, other insurance, or younger patients; race/ethnicity misclassification is possible, especially for Hispanic and Asian patients, and zip code-level income was used as a proxy for personal income.
  • Evident from the text: the observational claims design cannot establish causality, and the authors could not capture prescriptions paid outside Medicare Part D benefits, such as via discount cards or coupons.

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Crossref · 10.1016/j.xkme.2022.100564

Cites

33 of 33 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

43 of 71 cited sources checked · 12 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Large clinical trials have shown benefits of newer glucose-lowering medications on cardiovascular and kidney outcomes in patients with CKD with type 2 diabetes.

    “Large clinical trials have shown benefits of newer glucose-lowering medications on cardiovascular and kidney outcomes in patients with CKD with type 2 diabetes.5, 6, 7, 8, 9, 10, 11, 12, 13, 14”
    Quote in the paperSubstantial claim8 of 10 sources checked
    • cites [5] Neal B. Perkovic V. Mahaffey K.W. Canagliflozin and cardiovascular and renal events in type 2 diabetes N Engl J Med 377 2017 644 657 10.1056/NEJMoa1611925 28605608 source
    • cites [6] Mahaffey K.W. Jardine M.J. Bompoint S. Canagliflozin and cardiovascular and renal outcomes in type 2 diabetes mellitus and chronic kidney disease in primary and secondary cardiovascular prevention groups Circulation 140 2019 739 750 10.1161/CIRCULATIONAHA.119.042007 31291786 PMC6727954 source
    • cites [7] Wiviott S.D. Raz I. Bonaca M.P. Dapagliflozin and cardiovascular outcomes in type 2 diabetes N Engl J Med 380 2019 347 357 10.1056/NEJMoa1812389 30415602 source
    • cites [8] Heerspink H.J.L. Stefánsson B.V. Correa-Rotter R. Dapagliflozin in patients with chronic kidney disease N Engl J Med 383 2020 1436 1446 10.1056/NEJMoa2024816 32970396 source
    • cites [9] Gerstein H.C. Colhoun H.M. Dagenais G.R. Dulaglutide and cardiovascular outcomes in type 2 diabetes (REWIND): a double-blind, randomised placebo-controlled trial Lancet 394 2019 121 130 10.1016/S0140-6736(19)31149-3 31189511 source

      The Renal Outcomes section reports fewer kidney events with empagliflozin than placebo, with consistent benefit across subgroups; the Discussion says this included patients with prevalent kidney disease. The Cardiovascular Outcomes section reports a cardiovascular benefit for the overall type 2 diabetes trial population, but does not establish that benefit specifically for patients with CKD. This paper also evaluates one medication, rather than newer glucose-lowering medications as a group. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [10] Gerstein H.C. Colhoun H.M. Dagenais G.R. Dulaglutide and renal outcomes in type 2 diabetes: an exploratory analysis of the REWIND randomised, placebo-controlled trial Lancet 394 2019 131 138 10.1016/S0140-6736(19)31150-X 31189509 source

      The Cardiovascular Outcomes section (p. 4) reports fewer cardiovascular events with empagliflozin than with placebo in patients with type 2 diabetes. The Study Patients section (p. 2) shows that patients with reduced kidney function could be included, and the discussion (p. 11) says renal function was maintained with empagliflozin. The paper does not establish both cardiovascular and kidney outcome benefits specifically in patients with CKD; its primary results concern a broader population with established cardiovascular disease. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [11] Wanner C. Inzucchi S.E. Lachin J.M. Empagliflozin and progression of kidney disease in type 2 diabetes N Engl J Med 375 2016 323 334 10.1056/NEJMoa1515920 27299675 source

      The Results (Cardiovascular Outcomes and Microvascular Outcomes; page numbers unavailable) report cardiovascular benefit in the lower-eGFR subgroup and fewer nephropathy events with liraglutide overall. The trial included patients with CKD, but the reported kidney-outcome benefit is not established specifically for patients with CKD; this paper also tests one medication, not newer medications as a class. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [12] Zinman B. Wanner C. Lachin J.M. Empagliflozin, cardiovascular outcomes, and mortality in type 2 diabetes N Engl J Med 373 2015 2117 2128 10.1056/NEJMoa1504720 26378978 source

      The Results report fewer cardiovascular events and less new or worsening nephropathy with semaglutide than with placebo. The Patients section shows that people with CKD were included, but most participants did not have CKD; the reported benefits are for the overall trial population, not specifically for patients with CKD and type 2 diabetes. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [13] Marso S.P. Daniels G.H. Brown-Frandsen K. Liraglutide and cardiovascular outcomes in type 2 diabetes N Engl J Med 375 2016 311 322 10.1056/NEJMoa1603827 27295427 PMC4985288 source

      The Discussion and Results report that liraglutide reduced cardiovascular events and nephropathy events in a trial of people with type 2 diabetes; the Methods confirm that patients with CKD could be enrolled. The cardiovascular subgroup analysis suggests benefit at lower eGFR, but the reported kidney-outcome benefit is for the trial population overall, not specifically for patients with CKD. This paper also tests one medication rather than establishing the claim for newer medications generally. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [14] Marso S.P. Bain S.C. Consoli A. Semaglutide and cardiovascular outcomes in patients with type 2 diabetes N Engl J Med 375 2016 1834 1844 10.1056/NEJMoa1607141 27633186 source

      The Discussion (page unavailable) reports that trials of empagliflozin and canagliflozin found cardiovascular and kidney benefits in patients with type 2 diabetes, and that a dulaglutide trial found kidney benefits in patients with type 2 diabetes and CKD. It does not clearly report both cardiovascular and kidney benefits specifically in the CKD trial populations, so the claim’s population-specific wording is broader than the reported findings. (LLM, conf=0.82)

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  • Premisecitation

    The 2 clinical trials, CREDENCE and DAPA-CKD, showed that risk of UTIs with SGLT2i was similar to that with placebo.

    “The 2 clinical trials, CREDENCE and DAPA-CKD, which specifically focused on patients with CKD, showed that risk of UTIs with SGLT2i was similar to that with placebo.6,8”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [6] Mahaffey K.W. Jardine M.J. Bompoint S. Canagliflozin and cardiovascular and renal outcomes in type 2 diabetes mellitus and chronic kidney disease in primary and secondary cardiovascular prevention groups Circulation 140 2019 739 750 10.1161/CIRCULATIONAHA.119.042007 31291786 PMC6727954 source

      The Safety Outcomes and Adverse Events section says overall adverse-event incidence was similar with dapagliflozin and placebo, but it does not report urinary tract infection (UTI) risk. Table 2 lists selected adverse events without a UTI result. Searches for “urinary tract infection” and “UTI” found no passage establishing the claimed comparison for DAPA-CKD; this copy also does not report CREDENCE UTI results. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [8] Heerspink H.J.L. Stefánsson B.V. Correa-Rotter R. Dapagliflozin in patients with chronic kidney disease N Engl J Med 383 2020 1436 1446 10.1056/NEJMoa2024816 32970396 source
  • Premisecitation

    Five large randomized clinical trials demonstrated cardiovascular benefits and kidney protective benefits of SGLT2i.

    “Five large randomized clinical trials (the EMPA-REG OUTCOME, the Canagliflozin Cardiovascular Assessment Study [CANVAS], the Dapagliflozin Effect on Cardiovascular Events–Thrombolysis in Myocardial Infarction 58 [DECLARE–TIMI 58], CREDENCE, and DAPA-CKD) demonstrated cardiovascular benefits, and kidney protective benefits of SGLT2i.5, 6, 7, 8,11,12,34”
    Quote in the paperSubstantial claim5 of 7 sources checked
    • cites [5] Neal B. Perkovic V. Mahaffey K.W. Canagliflozin and cardiovascular and renal events in type 2 diabetes N Engl J Med 377 2017 644 657 10.1056/NEJMoa1611925 28605608 source
    • cites [6] Mahaffey K.W. Jardine M.J. Bompoint S. Canagliflozin and cardiovascular and renal outcomes in type 2 diabetes mellitus and chronic kidney disease in primary and secondary cardiovascular prevention groups Circulation 140 2019 739 750 10.1161/CIRCULATIONAHA.119.042007 31291786 PMC6727954 source
    • cites [7] Wiviott S.D. Raz I. Bonaca M.P. Dapagliflozin and cardiovascular outcomes in type 2 diabetes N Engl J Med 380 2019 347 357 10.1056/NEJMoa1812389 30415602 source
    • cites [8] Heerspink H.J.L. Stefánsson B.V. Correa-Rotter R. Dapagliflozin in patients with chronic kidney disease N Engl J Med 383 2020 1436 1446 10.1056/NEJMoa2024816 32970396 source
    • cites [11] Wanner C. Inzucchi S.E. Lachin J.M. Empagliflozin and progression of kidney disease in type 2 diabetes N Engl J Med 375 2016 323 334 10.1056/NEJMoa1515920 27299675 source

      The Discussion mentions cardiovascular benefits in the EMPA-REG OUTCOME trial of the SGLT2 inhibitor empagliflozin. It does not report benefits from the other four named SGLT2-inhibitor trials or kidney protection from SGLT2 inhibitors; its reported renal benefit concerns liraglutide (Results, Microvascular Outcomes). (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [12] Zinman B. Wanner C. Lachin J.M. Empagliflozin, cardiovascular outcomes, and mortality in type 2 diabetes N Engl J Med 373 2015 2117 2128 10.1056/NEJMoa1504720 26378978 source

      The introduction reports that a trial of the SGLT2 inhibitor empagliflozin showed improved cardiovascular outcomes. It does not report results from all five named trials or establish kidney benefits of SGLT2 inhibitors; its own cardiovascular and nephropathy results concern semaglutide, a GLP-1 analogue. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [34] Mosenzon O. Wiviott S.D. Cahn A. Effects of dapagliflozin on development and progression of kidney disease in patients with type 2 diabetes: an analysis from the DECLARE-TIMI 58 randomised trial Lancet Diabetes Endocrinol 7 2019 606 617 10.1016/S2213-8587(19)30180-9 31196815 source
  • Findingown data

    CKD stage 4-5 was associated with lower odds of initiating SGLT2i or GLP-1RA than sulfonylureas.

    “We found that Black and older patients and those with CKD stage 4-5 and a higher Elixhauser Comorbidity Index score were associated with lower odds of initiating SGLT2i or GLP-1RA than sulfonylureas.”
    Quote in the paperSubstantial claim
  • Findingown data

    There was no significant difference between regions in the initiation of GLP-1RA.

    “There was no significant difference between regions in the initiation of GLP-1RA.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. 35
  • May combine two claims. 20
  • The quote only partly states this claim. 1
  • Classified as probably not a substantial claim.

    Premisecitation

    SGLT2i and GLP-1RA are recommended in patients with CKD with type 2 diabetes by the American Diabetes Association and KDIGO clinical guidelines.

    “Sodium/glucose cotransporter 2 inhibitors (SGLT2i) and glucagon-like peptide 1 receptor agonists (GLP-1RA) are recommended in patients with CKD with type 2 diabetes by the American Diabetes Association and KDIGO (Kidney Disease: Improving Global Outcomes) clinical guidelines.15,16”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [15] American Diabetes Association Professional Practice Committee 11. Chronic Kidney Disease and Risk Management: Standards of Medical Care in Diabetes—2022 Diabetes Care 45 suppl 1 2022 S175 S184 34964873 source

      The Introduction (page unavailable) says the American Diabetes Association recommends SGLT2 inhibitors for patients with diabetes and CKD. It does not state that GLP-1 receptor agonists are recommended for these patients or attribute either recommendation to KDIGO; it names an American College of Cardiology statement instead. (LLM, conf=0.88)

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    • cites [16] Diabetes in CKD KDIGO https://kdigo.org/guidelines/diabetes-ckd/ source

      The annual report passage describing its scope (section titled “US Renal Data System 2020 Annual Data Report,” page unavailable) concerns CKD surveillance, not treatment recommendations. Searches for SGLT2 inhibitors, GLP-1 receptor agonists, and ADA or KDIGO guidelines found no passage in our copy addressing the claimed recommendations. (LLM, conf=0.76)

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The Elixhauser Comorbidity Index includes 30 comorbid condition measures and has been used to assess prevalent comorbid conditions in health research for examining medication use.

    “The Elixhauser Comorbidity Index includes a comprehensive set of 30 comorbid condition measures (covering acute and chronic conditions) and has been used to assess prevalent comorbid conditions in health research for examining medication use.18,22”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
    • cites [22] Nathan A.S. Geng Z. Dayoub E.J. Racial, ethnic, and socioeconomic inequities in the prescription of direct oral anticoagulants in patients with venous thromboembolism in the United States Circ Cardiovasc Qual Outcomes 12 2019 e005600 10.1161/CIRCOUTCOMES.119.005600 PMC9119738 30950652 source

      The Introduction describes assessing comorbidities in a study of glucose-lowering medication choice, but names the Diabetes Complications Severity Index and selected individual conditions, not the Elixhauser Comorbidity Index. Searches for “Elixhauser” and “30 comorbid condition measures” found no passage addressing the index’s composition or its use for this purpose. (LLM, conf=0.73)

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Studies have shown that racial disparity persists at all levels of social economic status.

    “Similar to our finding, studies have shown that racial disparity persists at all levels of social economic status.26,27”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [26] Williams D.R. Mohammed S.A. Leavell J. Collins C. Race, socioeconomic status, and health: complexities, ongoing challenges, and research opportunities Ann N Y Acad Sci 1186 2010 69 101 10.1111/j.1749-6632.2009.05339.x 20201869 PMC3442603 source

      The report’s introductory section describes racial and ethnic disparities in kidney-disease care and outcomes and says a chapter examines social determinants of health. Neither that passage nor the Notes About Race and Ethnicity establishes that disparities persist at all socioeconomic levels; searches for socioeconomic status, income, and education found no such comparison in our copy. Page numbers are unavailable. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [27] Braveman P.A. Cubbin C. Egerter S. Williams D.R. Pamuk E. Socioeconomic disparities in health in the United States: what the patterns tell us Am J Public Health 100 suppl 1 2010 S186 S196 10.2105/AJPH.2009.166082 20147693 PMC2837459 source

      The Results (Table 4; page unavailable) report higher hypoglycemia risk for Black than White patients and include low-income subsidy status as a socioeconomic measure. That adjusted finding supports a racial disparity, but the paper does not show that it persists at all socioeconomic levels. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    A published study in the non-CKD population reported that women were more likely to start a GLP-1RA than men but were less likely to start SGLT2i.

    “A published study in the non-CKD population reported a similar finding that women were more likely to start a GLP-1RA than men but were less likely to start SGLT2i.25”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [25] McCoy R.G. Van Houten H.K. Karaca-Mandic P. Ross J.S. Montori V.M. Shah N.D. Second-line therapy for type 2 diabetes management: the treatment/benefit paradox of cardiovascular and kidney comorbidities Diabetes Care 44 2021 2302 2311 10.2337/dc20-2977 34348996 PMC8929191 source

      The Results (Cohort Characteristics; page unavailable) and Discussion address kidney-function decline, not initiation of diabetes medications. A search for GLP-1RA, SGLT2i, and sex differences in their initiation found no passage addressing the claim. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Several prior studies in patients without CKD have demonstrated lower use of these agents among Black patients.

    “Several prior studies in patients without CKD have demonstrated lower use of these agents among Black patients.18,24,25”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
    • cites [24] McCoy R.G. Dykhoff H.J. Sangaralingham L. Adoption of new glucose-lowering medications in the U.S. - the case of SGLT2 inhibitors: nationwide cohort study Diabetes Technol Ther 21 2019 702 712 10.1089/dia.2019.0213 31418588 PMC7207017 source
    • cites [25] McCoy R.G. Van Houten H.K. Karaca-Mandic P. Ross J.S. Montori V.M. Shah N.D. Second-line therapy for type 2 diabetes management: the treatment/benefit paradox of cardiovascular and kidney comorbidities Diabetes Care 44 2021 2302 2311 10.2337/dc20-2977 34348996 PMC8929191 source

      The Results and Discussion (pages not provided) compare kidney-function decline in Black and White adults with largely preserved kidney function, but do not report lower use of the agents among Black patients. Searches for racial differences in medication use, including ACE inhibitors and antihypertensive treatment, found no passage addressing the claim. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Clinical studies have demonstrated the cardiovascular and kidney benefits of SGLT2i and GLP-1RA, especially the CREDENCE and DAPA-CKD trials, which were specially designed to focus on patients with CKD.

    “Clinical studies have demonstrated the cardiovascular and kidney benefits of SGLT2i and GLP-1RA, especially the Canagliflozin and Renal Events in Diabetes with Established Nephropathy Clinical Evaluation (CREDENCE) and the Dapagliflozin and Prevention of Adverse Outcomes in Chronic Kidney Disease (DAPA-CKD) trials, which were specially designed to focus on patients with CKD.6,8”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [6] Mahaffey K.W. Jardine M.J. Bompoint S. Canagliflozin and cardiovascular and renal outcomes in type 2 diabetes mellitus and chronic kidney disease in primary and secondary cardiovascular prevention groups Circulation 140 2019 739 750 10.1161/CIRCULATIONAHA.119.042007 31291786 PMC6727954 source

      The Abstract (p. 1437) identifies DAPA-CKD as a trial designed for patients with chronic kidney disease and reports kidney and cardiovascular benefits of the SGLT2 inhibitor dapagliflozin. The Discussion also reports kidney-protective effects from CREDENCE. This paper does not address GLP-1 receptor agonist benefits, so it does not support that part of the sentence. (LLM, conf=0.86)

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    • cites [8] Heerspink H.J.L. Stefánsson B.V. Correa-Rotter R. Dapagliflozin in patients with chronic kidney disease N Engl J Med 383 2020 1436 1446 10.1056/NEJMoa2024816 32970396 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Our research team showed that Medicare-enrolled Black patients with CKD had a higher risk of developing hypoglycemia than White patients.

    “Our research team showed that Medicare-enrolled Black patients with CKD had a higher risk of developing hypoglycemia than White patients.30”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [30] Zhao J.Z. Weinhandl E.D. Carlson A.M. St. Peter W.L. Hypoglycemia risk with SGLT2 inhibitors or glucagon-like peptide 1 receptor agonists versus sulfonylureas among medicare insured adults with CKD in the United States Kidney Med 4 2022 100510 10.1016/j.xkme.2022.100510 PMC9310119 35898692 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The US Renal Data System annual data reported that Black patients had the highest prevalence of end-stage kidney disease in racial and ethnic groups from 2000 to 2019.

    “The US Renal Data System annual data reported that Black patients had the highest prevalence of end-stage kidney disease in racial and ethnic groups from 2000 to 2019.29”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [29] Johansen K.L. Chertow G.M. Gilbertson D.T. US Renal Data System 2021 Annual Data Report: epidemiology of kidney disease in the United States Am J Kidney Dis 79 4 suppl 1 2022 A8 A12 10.1053/j.ajkd.2022.02.001 35331382 PMC8935019 source

      The Methods and Results describe a 2019 analysis of Medicare Part D drug coverage and costs, not end-stage kidney disease prevalence. Searches for the US Renal Data System and for racial differences in kidney disease prevalence found no relevant passage in our copy. (LLM, conf=0.78)

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Health disparities in Black patients with diabetes and CKD have been well documented.

    “Health disparities in Black patients with diabetes and CKD have been well documented.”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [28] Peralta C.A. Vittinghoff E. Bansal N. Trajectories of kidney function decline in young black and white adults with preserved GFR: results from the Coronary Artery Risk Development in Young Adults (CARDIA) study Am J Kidney Dis 62 2013 261 266 10.1053/j.ajkd.2013.01.012 23473985 PMC3714331 source

      The paper’s Abstract discusses diabetes, CKD, and SGLT2 inhibitors, but not health disparities in Black patients. Searches for Black patients, African Americans, and racial disparities found no passage addressing the claim; no page numbers are available in our copy. (LLM, conf=0.76)

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    • cites [29] Johansen K.L. Chertow G.M. Gilbertson D.T. US Renal Data System 2021 Annual Data Report: epidemiology of kidney disease in the United States Am J Kidney Dis 79 4 suppl 1 2022 A8 A12 10.1053/j.ajkd.2022.02.001 35331382 PMC8935019 source

      The Methods and Discussion address Medicare Part D coverage and out-of-pocket costs for diabetes medications, not disparities among Black patients with diabetes and CKD. Searches for Black patients, racial disparities, and CKD found no passage in our copy addressing the claim. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [30] Zhao J.Z. Weinhandl E.D. Carlson A.M. St. Peter W.L. Hypoglycemia risk with SGLT2 inhibitors or glucagon-like peptide 1 receptor agonists versus sulfonylureas among medicare insured adults with CKD in the United States Kidney Med 4 2022 100510 10.1016/j.xkme.2022.100510 PMC9310119 35898692 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The Coronary Artery Risk Development in Young Adults study found that Black patients had significantly faster annualized estimated glomerular filtration rates of decline.

    “The Coronary Artery Risk Development in Young Adults study found that Black patients had significantly faster annualized estimated glomerular filtration rates of decline.28”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [28] Peralta C.A. Vittinghoff E. Bansal N. Trajectories of kidney function decline in young black and white adults with preserved GFR: results from the Coronary Artery Risk Development in Young Adults (CARDIA) study Am J Kidney Dis 62 2013 261 266 10.1053/j.ajkd.2013.01.012 23473985 PMC3714331 source

      The paper’s Abstract discusses SGLT2 inhibitors, urinary tract infections, and kidney protection, but does not report findings from the Coronary Artery Risk Development in Young Adults study. Searches for that study and for racial differences in annualized eGFR decline found no relevant passage in our copy. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Canagliflozin was included on <75% of Part D plan formularies in 2019 and 2020, but coverage without prior authorization and without step therapy requirements was only 53.2% in 2019 Part D plans.

    “Canagliflozin was included on <75% of Part D plan formularies in 2019 and 2020,32,33 but coverage without prior authorization and without step therapy requirements was only 53.2% (95% CI, 49.1%-57.4%) in 2019 Part D plans.32”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [32] Luo J. Feldman R. Rothenberger S.D. Hernandez I. Gellad W.F. Coverage, formulary restrictions, and out-of-pocket costs for sodium-glucose cotransporter 2 inhibitors and glucagon-like peptide 1 receptor agonists in the Medicare Part D program JAMA Netw Open 3 2020 e2020969 10.1001/jamanetworkopen.2020.20969 PMC7563069 33057641 source
    • cites [33] Part D plans generally include drugs commonly used by dual eligibles: 2020. US Department of Health and Human Services Office of Inspector General. Accessed May 11, 2022. https://oig.hhs.gov/oei/reports/oei-05-20-00190.asp source

      The Discussion addresses disparities in Medicare home health care, not prescription-drug coverage. Searches of our copy for canagliflozin, Part D formularies, prior authorization, step therapy, and the 53.2% figure found no passage addressing the claim. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The concern that SGLT2i increase risk of UTIs has been refuted in a recent meta-analysis.

    “but this has been refuted in a recent meta-analysis.31”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [31] Sarafidis P.A. Ortiz A. The risk for urinary tract infections with sodium-glucose cotransporter 2 inhibitors: no longer a cause of concern? Clin Kidney J 13 2020 24 26 10.1093/ckj/sfz170 32082549 PMC7025347 source

      The Discussion addresses acute kidney injury, not urinary tract infections, and the Methods describe an analysis of the DECLARE–TIMI 58 randomised trial rather than a meta-analysis. Searches for urinary tract infection, UTI, and meta-analysis found no passage in our copy addressing whether SGLT2 inhibitors increase UTI risk. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Medicare claims data sources of race/ethnicity information are commonly used in reports and studies of health disparities.

    “Further, although Medicare claims that data sources of race/ethnicity information are commonly used in reports and studies of health disparities,35,36 Jarrín et al37 suggested high validity for Black patients and low sensitivity for Hispanic and Asian patients in Medicare beneficiary data files.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [35] Figueroa J.F. Zhou X. Jha A.K. Characteristics and spending patterns of persistently high-cost medicare patients Health Aff (Millwood) 38 2019 107 114 10.1377/hlthaff.2018.05160 30615516 source
    • cites [36] Joynt Maddox K.E. Chen L.M. Zuckerman R. Epstein A.M. Association between race, neighborhood, and Medicaid enrollment and outcomes in Medicare home health care J Am Geriatr Soc 66 2018 239 246 10.1111/jgs.15082 28975604 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Significant benefits of SGLT2i were shown among the subgroup patients (aged ≥65 years) in the study of EMPAREG, CANVAS, DECLARE, and DAPA-CKD.

    “However, significant benefits of SGLT2i were shown among the subgroup patients (aged greater than or equal to 65 years) in the study of EMPAREG, CANVAS, DECLARE, and DAPA-CKD.6, 7, 8,11,12,34”
    Quote in the paperNot a substantial claim4 of 6 sources checked
    • cites [6] Mahaffey K.W. Jardine M.J. Bompoint S. Canagliflozin and cardiovascular and renal outcomes in type 2 diabetes mellitus and chronic kidney disease in primary and secondary cardiovascular prevention groups Circulation 140 2019 739 750 10.1161/CIRCULATIONAHA.119.042007 31291786 PMC6727954 source
    • cites [7] Wiviott S.D. Raz I. Bonaca M.P. Dapagliflozin and cardiovascular outcomes in type 2 diabetes N Engl J Med 380 2019 347 357 10.1056/NEJMoa1812389 30415602 source
    • cites [8] Heerspink H.J.L. Stefánsson B.V. Correa-Rotter R. Dapagliflozin in patients with chronic kidney disease N Engl J Med 383 2020 1436 1446 10.1056/NEJMoa2024816 32970396 source
    • cites [11] Wanner C. Inzucchi S.E. Lachin J.M. Empagliflozin and progression of kidney disease in type 2 diabetes N Engl J Med 375 2016 323 334 10.1056/NEJMoa1515920 27299675 source

      The Discussion describes cardiovascular benefits in the EMPA-REG OUTCOME trial of the SGLT2 inhibitor empagliflozin. It does not report whether those benefits were significant among patients aged 65 or older, or address the claimed subgroup findings in CANVAS, DECLARE, or DAPA-CKD. No page number is available in our copy. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [12] Zinman B. Wanner C. Lachin J.M. Empagliflozin, cardiovascular outcomes, and mortality in type 2 diabetes N Engl J Med 373 2015 2117 2128 10.1056/NEJMoa1504720 26378978 source

      The Conclusions mention improved cardiovascular outcomes in a trial of the SGLT2 inhibitor empagliflozin among high-risk patients with type 2 diabetes. They do not report benefits specifically for patients aged ≥65 or findings from CANVAS, DECLARE, or DAPA-CKD; this paper’s own trial tested semaglutide. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [34] Mosenzon O. Wiviott S.D. Cahn A. Effects of dapagliflozin on development and progression of kidney disease in patients with type 2 diabetes: an analysis from the DECLARE-TIMI 58 randomised trial Lancet Diabetes Endocrinol 7 2019 606 617 10.1016/S2213-8587(19)30180-9 31196815 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Approximately 75% of Medicare beneficiaries with CKD were enrolled in Medicare Part D in 2019.

    “However, approximately 75% of Medicare beneficiaries with CKD were enrolled in Medicare Part D in 2019.29”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [29] Johansen K.L. Chertow G.M. Gilbertson D.T. US Renal Data System 2021 Annual Data Report: epidemiology of kidney disease in the United States Am J Kidney Dis 79 4 suppl 1 2022 A8 A12 10.1053/j.ajkd.2022.02.001 35331382 PMC8935019 source

      The Methods describe a 2019 analysis of Medicare Part D drug plans, weighted by plan enrollment, but do not report the proportion of beneficiaries with CKD enrolled in Part D. Searches for CKD, chronic kidney disease, and approximately 75% found no passage addressing that statistic; page numbers were not available in our copy. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Zip code-level household data are commonly used in Medicare studies.

    “Zip code–level household data are commonly used in Medicare studies.18,22”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
    • cites [22] Nathan A.S. Geng Z. Dayoub E.J. Racial, ethnic, and socioeconomic inequities in the prescription of direct oral anticoagulants in patients with venous thromboembolism in the United States Circ Cardiovasc Qual Outcomes 12 2019 e005600 10.1161/CIRCOUTCOMES.119.005600 PMC9119738 30950652 source

      The Introduction describes claims data for commercial and Medicare Advantage enrollees and lists patient demographics, but does not mention ZIP code–level household data. Searches for ZIP code, household income, and census data found no passage addressing whether such data are commonly used in Medicare studies. (LLM, conf=0.73)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Jarrín et al suggested high validity for Black patients and low sensitivity for Hispanic and Asian patients in Medicare beneficiary data files.

    “Further, although Medicare claims that data sources of race/ethnicity information are commonly used in reports and studies of health disparities,35,36 Jarrín et al37 suggested high validity for Black patients and low sensitivity for Hispanic and Asian patients in Medicare beneficiary data files.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [37] Jarrín O.F. Nyandege A.N. Grafova I.B. Dong X. Lin H. Validity of race and ethnicity codes in Medicare administrative data compared with gold-standard self-reported race collected during routine home health care visits Med Care 58 2020 e1 e8 10.1097/MLR.0000000000001216 31688554 PMC6904433 source

      The Results (page not provided) report high sensitivity and specificity for identifying Black beneficiaries with both Medicare race variables. They report low Hispanic sensitivity for the EDB variable (36.2), but good sensitivity for the RTI variable (90.8); sensitivity for Asian/Pacific Islander beneficiaries is 62.6 and 74.7, respectively. The claim omits these differences between the data files, particularly for Hispanic beneficiaries. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    The clinical trials that may have impacted our results were CANVAS, EMPA-REG OUTCOME, SUSTAIN-6, and LEADER, all of which demonstrated significant cardiovascular and kidney benefits of SGLT-2i and GLP-1RA.

    “The clinical trials that may have impacted our results were the CANVAS (canagliflozin, published 2017), EMPA-REG OUTCOME (empagliflozin, 2015), the Trial to Evaluate Cardiovascular and Other Long-term Outcomes with Semaglutide in Subjects with Type 2 Diabetes (SUSTAIN-6) trial (semaglutide, 2016), and the Liraglutide Effect and Action in Diabetes: Evaluation of Cardiovascular Outcome Results (LEAD”
    Quote in the paperNot a substantial claim5 of 5 sources checked
    • cites [5] Neal B. Perkovic V. Mahaffey K.W. Canagliflozin and cardiovascular and renal events in type 2 diabetes N Engl J Med 377 2017 644 657 10.1056/NEJMoa1611925 28605608 source

      The Trial Design and Oversight section says EMPA-REG OUTCOME findings prompted a change to this paper’s trial protocol. The Discussion describes cardiovascular and renal benefits in prior SGLT2-inhibitor trials, including trials with empagliflozin and canagliflozin. Our copy does not establish the claimed benefits for SUSTAIN-6 or LEADER, or say that all four trials affected the citing authors’ results. Page numbers were not available in the indexed passages. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [11] Wanner C. Inzucchi S.E. Lachin J.M. Empagliflozin and progression of kidney disease in type 2 diabetes N Engl J Med 375 2016 323 334 10.1056/NEJMoa1515920 27299675 source
    • cites [12] Zinman B. Wanner C. Lachin J.M. Empagliflozin, cardiovascular outcomes, and mortality in type 2 diabetes N Engl J Med 373 2015 2117 2128 10.1056/NEJMoa1504720 26378978 source

      The Conclusions identify this paper as SUSTAIN-6 and report a significantly lower composite cardiovascular-event rate with semaglutide. The results also report significantly less new or worsening nephropathy. The paper does not establish kidney benefits for all four named trials or whether those trials affected the citing authors’ results. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [13] Marso S.P. Daniels G.H. Brown-Frandsen K. Liraglutide and cardiovascular outcomes in type 2 diabetes N Engl J Med 375 2016 311 322 10.1056/NEJMoa1603827 27295427 PMC4985288 source
    • cites [14] Marso S.P. Bain S.C. Consoli A. Semaglutide and cardiovascular outcomes in patients with type 2 diabetes N Engl J Med 375 2016 1834 1844 10.1056/NEJMoa1607141 27633186 source

      The Discussion (page not provided) reports cardiovascular and kidney benefits from EMPA-REG OUTCOME, CANVAS, and LEADER. It does not discuss SUSTAIN-6 trial outcomes or establish that these trials affected the citing authors’ results; its mention of semaglutide concerns FDA approval in 2019. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    Among the cohort, 10.0% had an initiating prescription for SGLT2i, 17.4% for GLP-1RA, and 72.6% for sulfonylureas.

    “of whom 10.0% (n = 5,277) had an initiating prescription for SGLT2i, 17.4% (n = 9,252) for GLP-1RA, and 72.6% (n = 38,500) for sulfonylureas.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The overall mean age was 71.4 ± 10.9 years.

    “The overall mean ± SD age was 71.4 ± 10.9 years”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Patients with cardiovascular disease had higher odds to start SGLT2i or GLP-1RA.

    “Patients with cardiovascular disease or hyperlipidemia had higher odds to start SGLT2i or GLP-1RA.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Asian patients were associated with lower odds of initiation of GLP-1RA but not SGLT2i.

    “Hispanic and Asian patients were also associated with lower odds of initiation of GLP-1RA but not SGLT2i.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There were significant differences in age, sex, race/ethnicity, socioeconomic groups, and clinical status between patients initiating SGLT2i or GLP-1RA and those initiating second-generation sulfonylureas.

    “There were significant differences in age, sex, race/ethnicity racial/ethnical, socioeconomic groups, and clinical status of patients initiating SGLT2i and GLP-1RA, compared with second-generation sulfonylureas.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Sensitivity analysis findings were similar to the main analysis.

    “The findings from the sensitivity analysis were similar to those from the main analysis (Table S7).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Hispanic patients were associated with lower odds of initiation of GLP-1RA but not SGLT2i.

    “Hispanic and Asian patients were also associated with lower odds of initiation of GLP-1RA but not SGLT2i.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    A recent retrospective analysis using 2015-2019 Optum data suggested low SGLT2i prescription in commercially insured patients with type 2 diabetes and showed racial/ethnic, sex, and socioeconomic disparities in SGLT2i receipt versus other glucose-lowering medications.

    “A recent retrospective analysis using 2015-2019 data from the Optum Clinformatics Data Mart suggested that the prescription of SGLT2i was low in commercially insured patients with type 2 diabetes and showed racial/ethnic, sex, and socioeconomic disparities in the receipt of SGLT2i therapy versus other glucose-lowering medications.18”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    There is potential for residual confounding with the use of retrospective data.

    “There is potential for residual confounding with the use of retrospective data.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    A sensitivity analysis was conducted excluding patients with CKD stages 4 and 5 and kidney failure because SGLT2i initiation was not recommended in advanced CKD during the study timeframe.

    “We also conducted a sensitivity analysis to exclude patients with CKD stages 4 and 5 and kidney failure because the initiation of SGLT2i was not recommended in patients with advanced CKD stages and kidney failure during the study timeframe.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Prescription of SGLT2i and GLP-1RA is low in both type 2 diabetes and patients with CKD.

    “prescription of these newer glucose-lowering medications is low in both type 2 diabetes and patients with CKD.17,18”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [17] Zhao J.Z. Weinhandl E.D. Carlson A.M. St. Peter W.L. Glucose-lowering medication use in CKD: analysis of US Medicare beneficiaries between 2007 and 2016 Kidney Med 3 2021 173 182.e1 10.1016/j.xkme.2020.09.016 33851113 PMC8039422 source
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    CKD and type 2 diabetes diagnosis, CKD stage, and patient clinical status were identified with diagnosis or procedure codes.

    “CKD and type 2 diabetes diagnosis; CKD stage; and patient clinical status were identified with diagnosis or procedure codes.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    Some patients in the Optum study may have had a relatively short baseline evaluation period, which could introduce bias in terms of number or type of comorbid conditions.

    “Further, Optum investigators evaluated comorbid conditions from the earliest date of available data to the date of cohort entry. Some patients may have had a relatively short baseline evaluation period, which could introduce bias in terms of number or type of comorbid conditions.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The subgroup analysis reported factors associated with SGLT2i use among patients with CKD and found that Black patients and female patients were associated with lower rates of adoption of SGLT2i; patients with metformin and insulin use were associated with high rates.

    “The subgroup analysis reported factors associated with SGLT2i use among patients with CKD and found, similar to our study, that Black patients and female patients were associated with lower rates of adoption of SGLT2i; patients with metformin and insulin use were associated with high rates.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The significant benefit of dapagliflozin on primary kidney outcomes was also shown in the Black subgroup.

    “The significant benefit of dapagliflozin on primary kidney outcomes was also shown in the Black subgroup.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The study reported that higher median household income (≥$100,000 vs <$50,000) was associated with a higher rate of adoption of SGLT2i.

    “The study reported that higher median household income (≥$100,000 vs <$50, 000) was associated with a higher rate of adoption of SGLT2i.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    The observed disparities represent a health disparity and a pharmacoequity issue that needs to be addressed to slow kidney disease progression in a population at higher risk of progressing to kidney failure.

    “This represents a health disparity and a pharmacoequity issue that needs to be addressed to slow kidney disease progression in a population that is at higher risk of progressing to kidney failure.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Sulfonylureas have not shown cardiovascular or kidney benefits and are more likely to cause hypoglycemia.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    They also showed that SGLT2i users were younger, and SGLT2i were prescribed less frequently to women than men and Black versus White patients.

    “They also showed that SGLT2i users were younger, and SGLT2i were prescribed less frequently to women than men and Black versus White patients.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] McCoy R.G. Dykhoff H.J. Sangaralingham L. Adoption of new glucose-lowering medications in the U.S. - the case of SGLT2 inhibitors: nationwide cohort study Diabetes Technol Ther 21 2019 702 712 10.1089/dia.2019.0213 31418588 PMC7207017 source
  • May combine two claims.

    Premisecitation

    Two recent studies analyzed the use of SGLT2i based on sociodemographic and clinical factors, but both focused on commercially insured and Medicare Advantage patients without CKD.

    “Two recent studies analyzed the use of SGLT2i based on sociodemographic and clinical factors. Both studies, however, focused on commercially insured and Medicare Advantage patients without CKD.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [18] Eberly L.A. Yang L. Eneanya N.D. Association of race/ethnicity, gender, and socioeconomic status with sodium-glucose cotransporter 2 inhibitor use among patients with diabetes in the US JAMA Netw Open 4 2021 e216139 10.1001/jamanetworkopen.2021.6139 PMC8050743 33856475 source
    • cites [24] McCoy R.G. Dykhoff H.J. Sangaralingham L. Adoption of new glucose-lowering medications in the U.S. - the case of SGLT2 inhibitors: nationwide cohort study Diabetes Technol Ther 21 2019 702 712 10.1089/dia.2019.0213 31418588 PMC7207017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    Zip code-level household median income was used to approximate personal income level, which is not included in Medicare claims data.

    “Finally, zip code–level household median income was used to approximate personal income level, which is not included in Medicare claims data.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    The Medicare data set does not include patients aged younger than 65 years, except for people with disabilities.

    “The Medicare data set does not include patients aged younger than 65 years, except for people with disabilities.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Usage patterns may differ for patients enrolled in non-Part D prescription plans, Medicare Advantage plans, or other types of health insurance.

    “Our analysis cohort consisted of patients with CKD enrolled in Medicare Part D coverage; thus, usage patterns may differ for patients enrolled in the non-Part D prescription plans, Medicare Advantage plans, or other types of health insurance.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    Approximately 49% of the CKD stage codes were CKD stage unknown or unspecified in the study cohort; thus, findings applied to patients with specific CKD stages known or determined.

    “Approximately 49% of the CKD stage codes were CKD stage unknown or unspecified in our study cohort; thus, our findings applied to patients with specific CKD stages known or determined.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Clinical characteristics were measured based on administrative claims.

    “Clinical characteristics were measured based on administrative claims.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    The Medicare claims database provides comprehensive information on patient demographic characteristics, inpatient and outpatient diagnoses and procedures, and prescriptions.

    “It provides comprehensive information on patient demographic characteristics, inpatient and outpatient diagnoses and procedures, and prescriptions.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    The Medicare claims database is large enough to create a population for >53,000 patients meeting study criteria.

    “The Medicare claims database is large enough to create a population for >53,000 patients meeting study criteria.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The study only assessed the first prescription filled by new users after the diagnosis index date.

    “The study only assessed the first prescription filled by new users after the diagnosis index date.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Medicare Part D beneficiaries may have chosen to use drug discount cards or coupons in lieu of their Medicare Part D prescription benefits, and we could not capture that information.

    “In addition, Medicare Part D beneficiaries may have chosen to use drug discount cards or coupons in lieu of their Medicare Part D prescription benefits, and we could not capture that information.”
    Quote in the paperNot a substantial claim
46 of 46
  • The paper relies on this without support.

    Information on disparities in SGLT2i/GLP-1RA initiation among patients with CKD and type 2 diabetes in the Medicare population is limited.

    “Information regarding disparities in initiating sodium/glucose cotransporter 2 inhibitors (SGLT2i) and glucagon-like peptide 1 receptor agonists (GLP-1RA) in patients with chronic kidney disease (CKD) is limited.”
    “There is limited information examining the use of SGLT2i or GLP-1RA among patients with CKD with type 2 diabetes in the Medicare population perspective across different age, sex, race/ethnicity, or socioeconomic groups.”
  • The paper relies on this without support.

    SGLT2i and GLP-1RA are high-cost brand medications compared with generic sulfonylureas.

    “SGLT2i and GLP-1RA are high-cost brand medications compared with generic sulfonylureas.”
  • The paper relies on this without support.

    LIS enrollees have limited assets and income, but they also have lower premium and copayment because of cost-sharing requirements.

    “Although LIS enrollees have limited assets and income, they also have lower premium and copayment because of cost-sharing requirements.”
  • The paper relies on this without support.

    Sulfonylureas have not shown cardiovascular or kidney benefits and are more likely to cause hypoglycemia.

    “which have not showed cardiovascular or kidney benefits and are more likely to cause hypoglycemia.”
4 of 4

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Cites

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Cited by

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Authors
Zhao, J. Z., Weinhandl, E. D., Carlson, A. M., & St. Peter, W. L.
Affiliations
University of Minnesota (US)
Corresponding author
Zhao, Julie Z.
Venue
Kidney Medicine
Publisher
Elsevier BV
Published
2023-01
Volume
5
Issue
1
Pages
100564
ISSN
2590-0595 (ISSN-L)
OpenAlex
W4307893953
Cited by
33
References
33
Citations by year
2026: 8 · 2025: 10 · 2024: 9 · 2023: 5 · 2022: 1
FWCI
3.76
Type
journal article
Language
en
Open access
Locations
  • Kidney Medicine (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion, cc-by-nc-nd)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • Government of South Australia
  • Centers for Medicare and Medicaid Services
  • University of Minnesota
Topics
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
  • Health Sciences › Medicine › Nephrology › Chronic Kidney Disease and Diabetes
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
Keywords
SGLT2 inhibitors, GLP-1 receptor agonists, second-generation sulfonylureas, chronic kidney disease, type 2 diabetes, fee-for-service Medicare, racial and ethnic disparities, socioeconomic disparities, older adults, cardiovascular disease, hyperlipidemia, glycemic control, antidiabetic drug utilization, quality 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 2026-10-16.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-16.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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