Disparities in SGLT2 Inhibitor or Glucagon-Like Peptide 1 Receptor Agonist Initiation Among Medicare-Insured Adults With CKD in the United States
Open accessAbstract
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.
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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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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)
Experimental — accuracy not yet measured
- 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
- Findingown data
Hispanic patients had lower odds of initiation of GLP-1RA.
“Hispanic and Asian patients had lower odds of initiation of GLP-1RA.”
Quote in the paperSubstantial claim - Findingown data
The study cohort comprised 53,029 adults aged ≥18 years with CKD and type 2 diabetes.
“The study cohort comprised 53,029 adults (aged greater than or equal to 18 years) with CKD and type 2 diabetes”
Quote in the paperSubstantial claim - Findingown data
Baseline metformin use was associated with higher odds of initiating SGLT2i compared with sulfonylureas (OR, 1.15; 95% CI, 1.07-1.23).
“Baseline metformin use was associated with higher odds of initiating SGLT2i (OR, 1.15; 95% CI, 1.07-1.23) but lower odds of initiating GLP-1RA (OR, 0.85; 95% CI, 0.80- 0.90).”
Quote in the paperNot a substantial claim - Findingown data
A median household zip code income of ≥$100,000 was associated with higher odds of initiation of GLP-1RA than income of $60,000-$99,999 (OR 1.21; 95% CI 1.10-1.35).
“A median household zip code income of ≥$100,000 was associated with higher odds of initiation of GLP-1RA than income of $60,000-$99,999 (OR, 1.21; 95% CI, 1.10-1.35).”
Quote in the paperSubstantial claim - Findingown data
Black patients had lower odds of initiation of SGLT2i (OR 0.67; 95% CI 0.61-0.74) than White patients.
“Black patients were associated with lower odds of initiation of SGLT2i (OR, 0.67; 95% CI, 0.61-0.74) or GLP-1RA (OR, 0.73; 95% CI, 0.68-0.79) than White patients.”
Quote in the paperSubstantial claim - Findingown data
Compared with patients living in the Midwest, people living in the Northeast had higher odds to start SGLT2i.
“Compared with patients living in the Midwest region, people living in the Northeast, South, or West had higher odds to start SGLT2i.”
Quote in the paperSubstantial claim - Findingown data
Asian patients had lower odds of initiation of GLP-1RA.
“Hispanic and Asian patients had lower odds of initiation of GLP-1RA.”
Quote in the paperSubstantial claim - Findingown data
Compared with patients living in the Midwest, people living in the West had higher odds to start SGLT2i.
“Compared with patients living in the Midwest region, people living in the Northeast, South, or West had higher odds to start SGLT2i.”
Quote in the paperSubstantial claim - Findingown data
Baseline insulin use was 47.5%, 69.7%, and 21.0% among users of SGLT2i, GLP-1RA, and sulfonylureas, respectively.
“Baseline insulin use was 47.5%, 69.7%, and 21.0% among users of SGLT2i, GLP-1RA, and sulfonylureas, respectively.”
Quote in the paperNot a substantial claim - Findingown data
LIS status was not associated with the initiation of either SGLT2i or GLP-1RA.
“LIS status was not associated with the initiation of either SGLT-2i or GLP-1RA.”
Quote in the paperSubstantial claim - Findingown data
Females had lower odds to initiate SGLT2i (OR 0.88; 95% CI 0.83-0.94) than males.
“but lower odds to initiate SGLT2i (OR, 0.88; 95% CI, 0.83-0.94).”
Quote in the paperSubstantial claim - Findingown data
SGLT2i and GLP-1RA users were younger than sulfonylurea users.
“SGLT2i and GLP-1RA users were younger than sulfonylurea users.”
Quote in the paperNot a substantial claim - Findingown data
Baseline insulin use was associated with higher odds of initiating GLP-1RA compared with sulfonylureas (OR, 8.58; 95% CI, 8.11-9.07).
“Patients with baseline insulin use had higher odds to initiate SGLT2i (OR, 3.78; 95% CI, 3.54- 4.04) or GLP-1RA (OR, 8.58; 95% CI, 8.11-9.07), compared with sulfonylureas.”
Quote in the paperSubstantial claim - Findingown data
A higher Elixhauser Comorbidity Index score 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
Baseline insulin use was associated with higher odds of initiating SGLT2i compared with sulfonylureas (OR, 3.78; 95% CI, 3.54-4.04).
“Patients with baseline insulin use had higher odds to initiate SGLT2i (OR, 3.78; 95% CI, 3.54- 4.04) or GLP-1RA (OR, 8.58; 95% CI, 8.11-9.07), compared with sulfonylureas.”
Quote in the paperNot a substantial claim - Findingown data
Females had higher odds to initiate GLP-1RA (OR 1.2; 95% CI 1.13-1.26) than males.
“Females had higher odds to initiate GLP-1RA (OR, 1.2; 95% CI, 1.13-1.26) than did males”
Quote in the paperSubstantial claim - Findingown data
Baseline metformin use was associated with lower odds of initiating GLP-1RA compared with sulfonylureas (OR, 0.85; 95% CI, 0.80-0.90).
“Baseline metformin use was associated with higher odds of initiating SGLT2i (OR, 1.15; 95% CI, 1.07-1.23) but lower odds of initiating GLP-1RA (OR, 0.85; 95% CI, 0.80- 0.90).”
Quote in the paperNot a substantial claim - Findingown data
Black patients had lower odds of initiation of GLP-1RA (OR 0.73; 95% CI 0.68-0.79) than White patients.
“Black patients were associated with lower odds of initiation of SGLT2i (OR, 0.67; 95% CI, 0.61-0.74) or GLP-1RA (OR, 0.73; 95% CI, 0.68-0.79) than White patients.”
Quote in the paperSubstantial claim - Findingown data
Compared with CKD stage 3, CKD stages 4-5 were associated with lower odds of starting GLP-1RA than sulfonylureas (OR, 0.75; 95% CI, 0.67-0.85).
“Compared with patients with CKD stage 3, patients with stages 4-5 had lower odds of starting SGLT2i (OR, 0.46; 95% CI, 0.37-0.57) or GLP-1RA (OR, 0.75; 95% CI, 0.67-0.85) than sulfonylureas; however, patients with CKD stage 1-2 were associated with higher odds of starting SGLT2i (OR, 1.80; 95% CI, 1.62-2.01).”
Quote in the paperSubstantial claim - Findingown data
Patients aged ≥75 years had lower odds to start SGLT2i or GLP-1RA than those aged 65-74 years, compared with sulfonylureas.
“patients aged greater than or equal to 75 years had lower odds to start SGLT2i or GLP-1RA than those aged 65-74 years, compared with sulfonylureas.”
Quote in the paperSubstantial claim - Findingown data
Compared with CKD stage 3, CKD stages 4-5 were associated with lower odds of starting SGLT2i than sulfonylureas (OR, 0.46; 95% CI, 0.37-0.57).
“Compared with patients with CKD stage 3, patients with stages 4-5 had lower odds of starting SGLT2i (OR, 0.46; 95% CI, 0.37-0.57) or GLP-1RA (OR, 0.75; 95% CI, 0.67-0.85) than sulfonylureas; however, patients with CKD stage 1-2 were associated with higher odds of starting SGLT2i (OR, 1.80; 95% CI, 1.62-2.01).”
Quote in the paperSubstantial claim - Findingown data
Patients with hyperlipidemia 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 - Findingown data
Compared with patients living in the Midwest, people living in the South had higher odds to start SGLT2i.
“Compared with patients living in the Midwest region, people living in the Northeast, South, or West had higher odds to start SGLT2i.”
Quote in the paperSubstantial claim - Findingown data
We did not observe a significant difference in starting SGLT2i based on zip code-level median household income.
“This is different from our finding; we did not observe a significant difference in starting SGLT2i based on the zip code–level median household income.”
Quote in the paperSubstantial claim - Findingown data
Compared with median income $60,000-$99,999, median income <$60,000 was associated with lower likelihood of receiving GLP-1RA.
“Compared with those with a median household income ranging from $60,000 to $99,999, those with a median income of ≥$100,000 were more likely and those with a median income <$60,000 were less likely to receive GLP-1RA.”
Quote in the paperSubstantial claim - Findingown data
Black patients were significantly less likely to start SGLT2i or GLP-1RA compared with White patients, even after adjustment for community socioeconomic status and clinical factors.
“We observed racial/ethnic differences in the initiation of SGLT2i and GLP-1RA, with Black patients significantly less likely to start SGLT2i or GLP-1RA, compared with White patients, even after adjustment for community socioeconomic status and clinical factors.”
- Also stated in: § Subgroup and Sensitivity Analyses · plain
“Patients who were aged greater than or equal to 75 years, were Black, had CKD stage 4-5, and had a higher Elixhauser Comorbidity Index score were associated with lower odds of initiation of SGLT2i or GLP-1RA.”
- Also stated in: § Discussion · plain
“Of particular concern, Black patients were significantly less likely to be initiated on SGLT2i or GLP-1RA and were more likely to receive sulfonylureas, which have not showed cardiovascular or kidney benefits and are more likely to cause hypoglycemia.”
Quote in the paperSubstantial claim - Also stated in: § Subgroup and Sensitivity Analyses · plain
- Findingown data
In subgroup analysis by median income <$60,000, Black patients had lower odds of initiating SGLT2i than White patients (OR, 0.66).
“The subgroup analysis performed according to the median income level showed that Black patients were associated with a significantly lower rate of initiating SGLT2i and GLP-1RA than White patients at both income levels: <$60,000 (OR, 0.66 for SLGT2i; OR, 0.71 for GLP-1RA) and ≥$60,000 (OR, 0.65 for SLGT2i; OR, 0.74 for GLP-1RA) (Tables S5 and S6).”
Quote in the paperSubstantial claim - Findingown data
CKD stage 4-5 was associated with lower odds of initiation of SGLT2i or GLP-1RA.
“Patients who were aged greater than or equal to 75 years, were Black, had CKD stage 4-5, and had a higher Elixhauser Comorbidity Index score were associated with lower odds of initiation of SGLT2i or GLP-1RA.”
Quote in the paperSubstantial claim - Findingown data
Compared with CKD stage 3, CKD stage 1-2 was associated with higher odds of starting SGLT2i than sulfonylureas (OR, 1.80; 95% CI, 1.62-2.01).
“Compared with patients with CKD stage 3, patients with stages 4-5 had lower odds of starting SGLT2i (OR, 0.46; 95% CI, 0.37-0.57) or GLP-1RA (OR, 0.75; 95% CI, 0.67-0.85) than sulfonylureas; however, patients with CKD stage 1-2 were associated with higher odds of starting SGLT2i (OR, 1.80; 95% CI, 1.62-2.01).”
Quote in the paperSubstantial claim - Findingown data
History of cardiovascular disease was associated with higher odds of starting SGLT2i or GLP-1RA compared with sulfonylureas.
“Patients with a history of cardiovascular disease or hyperlipidemia had higher odds to start SGLT2i or GLP-1RA.”
- Also stated in: § Discussion · boosted
“We observed that patients with CKD with cardiovascular disease had significantly higher initiation of SGLT2i or GLP-1RA than sulfonylureas.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · boosted
- Findingown data
We did not observe a significant difference in starting SGLT2i or GLP-1RA based on LIS status.
“However, we did not observe a significant difference in starting SGLT2i or GLP-1RA based on LIS status.”
Quote in the paperSubstantial claim - Findingown data
Higher Elixhauser Comorbidity Index score was associated with lower odds of starting SGLT2i (OR, 0.96; P < 0.001).
“For the Elixhauser Comorbidity Index score, a higher value (greater comorbid condition burden) was associated with lower odds of starting SGLT2i (OR, 0.96; P < 0.001) or GLP-1RA (OR, 0.96; P < 0.001).”
Quote in the paperNot a substantial claim - Findingown data
In subgroup analysis by median income <$60,000, Black patients had lower odds of initiating GLP-1RA than White patients (OR, 0.71).
“The subgroup analysis performed according to the median income level showed that Black patients were associated with a significantly lower rate of initiating SGLT2i and GLP-1RA than White patients at both income levels: <$60,000 (OR, 0.66 for SLGT2i; OR, 0.71 for GLP-1RA) and ≥$60,000 (OR, 0.65 for SLGT2i; OR, 0.74 for GLP-1RA) (Tables S5 and S6).”
Quote in the paperSubstantial claim - Findingown data
Higher Elixhauser Comorbidity Index score was associated with lower odds of initiation of SGLT2i or GLP-1RA.
“Patients who were aged greater than or equal to 75 years, were Black, had CKD stage 4-5, and had a higher Elixhauser Comorbidity Index score were associated with lower odds of initiation of SGLT2i or GLP-1RA.”
Quote in the paperSubstantial claim - Findingown data
Older patients were significantly less likely to start SGLT2i or GLP-1RA than sulfonylureas compared with younger patients.
“Consistent with other studies, we noted that older patients were significantly less likely to start SGLT2i or GLP-1RA than sulfonylureas, compared with younger patients.”
Quote in the paperSubstantial claim - Findingown data
Compared with median income $60,000-$99,999, median income ≥$100,000 was associated with higher likelihood of receiving GLP-1RA.
“Compared with those with a median household income ranging from $60,000 to $99,999, those with a median income of ≥$100,000 were more likely and those with a median income <$60,000 were less likely to receive GLP-1RA.”
Quote in the paperSubstantial claim - Findingown data
History of hyperlipidemia was associated with higher odds of starting SGLT2i or GLP-1RA compared with sulfonylureas.
“Patients with a history of cardiovascular disease or hyperlipidemia had higher odds to start SGLT2i or GLP-1RA.”
Quote in the paperNot a substantial claim - Findingown data
In subgroup analyses among patients with LIS, results were similar to the main analysis.
“Results were similar in the subgroup analyses among patients with LIS (Table S4).”
Quote in the paperNot a substantial claim - Findingown data
Black patients were more likely to receive sulfonylureas.
“Of particular concern, Black patients were significantly less likely to be initiated on SGLT2i or GLP-1RA and were more likely to receive sulfonylureas, which have not showed cardiovascular or kidney benefits and are more likely to cause hypoglycemia.”
Quote in the paperSubstantial claim - Findingown data
In subgroup analysis by median income ≥$60,000, Black patients had lower odds of initiating GLP-1RA than White patients (OR, 0.74).
“The subgroup analysis performed according to the median income level showed that Black patients were associated with a significantly lower rate of initiating SGLT2i and GLP-1RA than White patients at both income levels: <$60,000 (OR, 0.66 for SLGT2i; OR, 0.71 for GLP-1RA) and ≥$60,000 (OR, 0.65 for SLGT2i; OR, 0.74 for GLP-1RA) (Tables S5 and S6).”
Quote in the paperSubstantial claim - Findingown data
Female patients were less likely to start SGLT2i compared with male patients.
“Interestingly, female patients were less likely to start SGLT2i but were more likely to start GLP-1RA, compared with male patients.”
Quote in the paperSubstantial claim - Findingown data
Higher Elixhauser Comorbidity Index score was associated with lower odds of starting GLP-1RA (OR, 0.96; P < 0.001).
“For the Elixhauser Comorbidity Index score, a higher value (greater comorbid condition burden) was associated with lower odds of starting SGLT2i (OR, 0.96; P < 0.001) or GLP-1RA (OR, 0.96; P < 0.001).”
Quote in the paperNot a substantial claim - Findingown data
In subgroup analysis among patients with LIS, Black patients had significantly lower rate of initiating SGLT2i and GLP-1RA.
“Significantly lower rate of initiating SGLT2i and GLP-1RA in Black patients was also shown in the subgroup analysis among patients with LIS and in the subgroup analysis by the median income level (<$60,000 and ≥$60,000); Black patients were less likely to initiate the new agents regardless of income groups.”
Quote in the paperSubstantial claim - Findingown data
We identified several race-, sex-, and age-related disparities in use of SGLT2i and GLP-1RA among Medicare-insured adults diagnosed with type 2 diabetes and CKD.
“In conclusion, we identified several race-, sex-, and age-related disparities in use of SGLT2i and GLP-1RA among Medicare-insured adults diagnosed with type 2 diabetes and CKD.”
Quote in the paperSubstantial claim - Findingown data
In subgroup analysis by median income ≥$60,000, Black patients had lower odds of initiating SGLT2i than White patients (OR, 0.65).
“The subgroup analysis performed according to the median income level showed that Black patients were associated with a significantly lower rate of initiating SGLT2i and GLP-1RA than White patients at both income levels: <$60,000 (OR, 0.66 for SLGT2i; OR, 0.71 for GLP-1RA) and ≥$60,000 (OR, 0.65 for SLGT2i; OR, 0.74 for GLP-1RA) (Tables S5 and S6).”
Quote in the paperSubstantial claim - Findingown data
Female patients were more likely to start GLP-1RA compared with male patients.
“Interestingly, female patients were less likely to start SGLT2i but were more likely to start GLP-1RA, compared with male patients.”
Quote in the paperSubstantial claim - Findingown data
Age ≥75 years was associated with lower odds of initiation of SGLT2i or GLP-1RA.
“Patients who were aged greater than or equal to 75 years, were Black, had CKD stage 4-5, and had a higher Elixhauser Comorbidity Index score were associated with lower odds of initiation of SGLT2i or GLP-1RA.”
Quote in the paperSubstantial claim - Interpretationown data
The study identified disparities in the use of SGLT2i and GLP-1RA in patients with CKD.
“The results of this study identified disparities in the use of SGLT2i and GLP-1RA in patients with CKD.”
Quote in the paperSubstantial claim - Premisecitation
Second-generation sulfonylureas are widely used.
“there is no evidence showing cardiovascular and kidney benefits of older glucose-lowering medications like sulfonylureas in this population; however, second-generation sulfonylureas (glyburide, glipizide, and glimepiride) are widely used.17”
Quote in the paperNot a substantial claim0 of 1 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
- Premisecitation
There is no evidence showing cardiovascular and kidney benefits of older glucose-lowering medications like sulfonylureas in patients with type 2 diabetes and CKD.
“there is no evidence showing cardiovascular and kidney benefits of older glucose-lowering medications like sulfonylureas in this population; however, second-generation sulfonylureas (glyburide, glipizide, and glimepiride) are widely used.17”
Quote in the paperSubstantial claim0 of 1 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
- Study design and conductcitation
The method of identifying CKD and type 2 diabetes using ≥1 inpatient or ≥2 outpatient claims increases sensitivity and specificity relative to using only 1 claim.
“This method has been shown to increase sensitivity and specificity relative to when only 1 claim is used.20”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [20] Hebert P.L. Geiss L.S. Tierney E.F. Engelgau M.M. Yawn B.P. McBean A.M. Identifying persons with diabetes using Medicare claims data Am J Med Qual 14 1999 270 277 10.1177/106286069901400607 10624032 source
- Interpretationown data
Black patients were less likely to initiate SGLT2i or GLP-1RA regardless of income group.
“Significantly lower rate of initiating SGLT2i and GLP-1RA in Black patients was also shown in the subgroup analysis among patients with LIS and in the subgroup analysis by the median income level (<$60,000 and ≥$60,000); Black patients were less likely to initiate the new agents regardless of income groups.”
Quote in the paperSubstantial claim - Premisecitation
The median retail prices for a 30-day supply ranged from $300 for ertugliflozin to $942 for liraglutide for Medicare beneficiaries in 2019 Part D plans.
“The median retail prices for a 30-day supply ranged from $300 (interquartile range, $285-$303) for ertugliflozin to $942 (interquartile range, $931-$969) for liraglutide for Medicare beneficiaries in 2019 Part D plans.”
Quote in the paperNot a substantial claim0 of 1 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
- Study design and conductreasoning
The study used a new user design, which reduces the risk of selection bias that can occur when patients have been exposed to a drug class in the past.
“Also, we used a new user design, which reduces the risk of selection bias that can occur when patients have been exposed to a drug class in the past.”
Quote in the paperSubstantial claim - Interpretationcitation
There is a potential for misclassification in race/ethnicity groups.
“Thus, there is a potential for misclassification in these race/ethnicity groups.”
Quote in the paperNot a substantial claim - Study design and conductcitation
The study used ≥1 inpatient claim or ≥2 physician/outpatient claims to increase sensitivity and specificity.
“We used ≥1 inpatient claim or ≥2 physician/outpatient claims to increase sensitivity and specificity.20”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [20] Hebert P.L. Geiss L.S. Tierney E.F. Engelgau M.M. Yawn B.P. McBean A.M. Identifying persons with diabetes using Medicare claims data Am J Med Qual 14 1999 270 277 10.1177/106286069901400607 10624032 source
- Study design and conductown data
CKD stage and evidence of patients with CKD and type 2 diabetes were identified using diagnosis codes and could not be verified through medical record review or laboratory values.
“In our study, CKD stage and evidence of patients with CKD and type 2 diabetes were identified using diagnosis codes and could not be verified through medical record review or laboratory values.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The generalizability of findings may not apply to younger patients with CKD and diabetes.
“The generalizability of our findings may not apply to younger patients with CKD and diabetes.”
Quote in the paperNot a substantial claim - Study design and conductown data
The study provided a comparison between initiations of novel, tradename SGLT2i and GLP-1RA versus generic sulfonylureas with a nationally representative sample of Medicare beneficiaries with CKD and type 2 diabetes enrolled in Medicare Part D plans.
“We provide a comparison between initiations of novel, tradename SGLT2i and GLP-1RA versus generic sulfonylureas with a nationally representative sample of Medicare beneficiaries with CKD and type 2 diabetes enrolled in Medicare Part D plans.”
Quote in the paperSubstantial claim - Study design and conductown data
The study used actual medication claims dispensing records rather than other data sources that might measure only prescribing patterns.
“Finally, we used actual medication claims dispensing records rather than other data sources that might measure only prescribing patterns.”
Quote in the paperSubstantial 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.
PremisecitationSGLT2i 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)
Experimental — accuracy not yet measured - 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)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationThe 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)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationStudies 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.
PremisecitationA 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).
PremisecitationSeveral 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.
PremisecitationClinical 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)
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
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOur 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).
PremisecitationThe 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)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHealth 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)
Experimental — accuracy not yet measured - 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).
PremisecitationThe 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.
PremisecitationCanagliflozin 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).
PremisecitationThe 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).
PremisecitationMedicare 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).
PremisecitationSignificant 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).
PremisecitationApproximately 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).
PremisecitationZip 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.
PremisecitationJarrín 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.
PremisecitationThe 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 dataAmong 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe 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 claimThe quote only partly states this claim.
Findingown dataPatients 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 claimMay combine two claims.
Findingown dataAsian 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 claimMay combine two claims.
Findingown dataThere 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataSensitivity 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 claimMay combine two claims.
Findingown dataHispanic 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationA 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 conductreasoningThere 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningA 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 claimMay combine two claims.
PremisecitationPrescription 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 givenCKD 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningSome 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.
PremisecitationThe 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).
PremisecitationThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe 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.
InterpretationreasoningThe 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.
PremisecitationThey 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.
PremisecitationTwo 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 conductreasoningZip 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 claimClassified as probably not a substantial claim.
Study design and conductnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningUsage 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 claimMay combine two claims.
Study design and conductown dataApproximately 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenClinical characteristics were measured based on administrative claims.
“Clinical characteristics were measured based on administrative claims.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenThe 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 claimClassified as probably not a substantial claim.
Study design and conductnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenMedicare 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
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.”
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?
Previous research has highlighted a pattern of treatment disparities that is consistent across various data sources.
“Previous research has highlighted a pattern of treatment disparities that is consistent across various data sources [12–17].”
Our findings generally align with existing literature on the diffusion of newer glucose-lowering therapies and racial and ethnic disparities.
“Although data on SGLT2i and GLP-1RA disparities in older Medicare patients with type 2 diabetes and comorbid HF, ASCVD and CKD are lacking, our findings generally align with existing literature on the diffusion of newer glucose-lowering therapies and racial and ethnic disparities [11–13, 16, 29].”
Cites
Empagliflozin, Cardiovascular Outcomes, and Mortality in Type 2 Diabetes
Zinman, B., Wanner, C., Lachin, J. M., Fitchett, D., Bluhmki, E., Hantel, S., Mattheus, M., Devins, T., Johansen, O. E., Woerle, H. J., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1504720 · Cited by 12,315 · see citing works
Comorbidity measures for use with administrative data.
Elixhauser, A., Steiner, C., Harris, D. R., & Coffey, R. M. (1998) · Medical Care · doi:10.1097/00005650-199801000-00004 · Cited by 9,921 · see citing works
Canagliflozin and Cardiovascular and Renal Events in Type 2 Diabetes
Neal, B., Perkovic, V., Mahaffey, K. W., de Zeeuw, D., Fulcher, G., Erondu, N., Shaw, W., Law, G., Desai, M., & Matthews, D. R. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1611925 · Cited by 7,830 · see citing works
Liraglutide and Cardiovascular Outcomes in Type 2 Diabetes
Marso, S. P., Daniels, G. H., Brown-Frandsen, K., Kristensen, P., Mann, J. F. E., Nauck, M. A., Nissen, S. E., Pocock, S., Poulter, N. R., Ravn, L. S., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1603827 · Cited by 7,629 · see citing works
Semaglutide and Cardiovascular Outcomes in Patients with Type 2 Diabetes
Marso, S. P., Bain, S. C., Consoli, A., Eliaschewitz, F. G., Jódar, E., Leiter, L. A., Lingvay, I., Rosenstock, J., Seufert, J., Warren, M. L., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1607141 · Cited by 6,900 · see citing works
Dapagliflozin and Cardiovascular Outcomes in Type 2 Diabetes
Wiviott, S. D., Raz, I., Bonaca, M. P., Mosenzon, O., Kato, E. T., Cahn, A., Silverman, M. G., Zelniker, T. A., Kuder, J. F., Murphy, S. A., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1812389 · Cited by 6,382 · see citing works
Dapagliflozin in Patients with Chronic Kidney Disease
Heerspink, H. J. L., Stefánsson, B. V., Correa-Rotter, R., Chertow, G. M., Greene, T., Hou, F.-F., Mann, J. F. E., McMurray, J. J. V., Lindberg, M., Rossing, P., et al. (2020) · New England Journal of Medicine · doi:10.1056/nejmoa2024816 · Cited by 5,618 · cited 9× · see citing works
“An estimated 15% of US adults (aged greater than orequal to 18 years) (37 million people) have chronic kidney disease (CKD).1 Diabetes is the leading cause.2 Diabetes has long been known to be associated with the development of cardiovascular and kidney disease.3,4 Large clinical trials have shown benefits of newer gl…”
BackgroundResultInfluentialEmpagliflozin and Progression of Kidney Disease in Type 2 Diabetes
Wanner, C., Inzucchi, S. E., Lachin, J. M., Fitchett, D., von Eynatten, M., Mattheus, M., Johansen, O. E., Woerle, H. J., Broedl, U. C., & Zinman, B. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1515920 · Cited by 3,655 · cited 8× · see citing works
“Compared with patients living in the Midwest region, people living in the Northeast, South, or West had higher odds to start SGLT2i.”
BackgroundInfluentialGerstein, H. C., Colhoun, H. M., Dagenais, G. R., Diaz, R., Lakshmanan, M., Pais, P., Probstfield, J., Riesmeyer, J. S., Riddle, M. C., Rydén, L., et al. (2019) · The Lancet · doi:10.1016/s0140-6736(19)31149-3 · Cited by 3,163 · see citing works
Beckman, J. A., Creager, M. A., & Libby, P. (2002) · JAMA · doi:10.1001/jama.287.19.2570 · Cited by 2,723 · cited 1× · see citing works
“Diabetes has long been known to be associated with the development of cardiovascular and kidney disease.(3,4)”
Backgroundvan Walraven, C., Austin, P. C., Jennings, A., Quan, H., & Forster, A. J. (2009) · Medical Care · doi:10.1097/mlr.0b013e31819432e5 · Cited by 2,200 · cited 1× · see citing works
“The Van Walraven method was used to calculate a comorbid condition index score.(23) Because laboratory-based information was not available in our data”
MethodSocioeconomic Disparities in Health in the United States: What the Patterns Tell Us
Braveman, P. A., Cubbin, C., Egerter, S., Williams, D. R., & Pamuk, E. (2010) · American Journal of Public Health · doi:10.2105/ajph.2009.166082 · Cited by 1,548 · cited 1× · see citing works
“Similar to our finding, studies have shown that racial disparity persists at all levels of social economic status.(26,27)”
ResultRace, Socioeconomic Status and Health: Complexities, Ongoing Challenges and Research Opportunities
Williams, D. R., Mohammed, S., Leavell, J. P., & Collins, C. A. (2010) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2009.05339.x · Cited by 1,407 · cited 1× · see citing works
“Similar to our finding, studies have shown that racial disparity persists at all levels of social economic status.(26,27)”
ResultPredictors of New-Onset Kidney Disease in a Community-Based Population
Fox, C. S. (2004) · JAMA · doi:10.1001/jama.291.7.844 · Cited by 1,241 · cited 1× · see citing works
“Diabetes has long been known to be associated with the development of cardiovascular and kidney disease.(3,4)”
BackgroundUS Renal Data System 2020 annual data report: epidemiology of kidney disease in the United States
Johansen, K. L., Chertow, G. M., Foley, R. N., Gilbertson, D. T., Herzog, C. A., Ishani, A., Israni, A. K., Ku, E., Kurella Tamura, M., Li, S., et al. (2021) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2021.01.002 · Cited by 724 · cited 2× · see citing works
“Clinical Modification diagnosis codes provided by the US Renal Data System.(19) We excluded diagnoses related to type 1 diabetes (International Classification of Diseases, Ninth Revision, Clinical Modification: 250.”
Self-citationMosenzon, O., Wiviott, S. D., Cahn, A., Rozenberg, A., Yanuv, I., Goodrich, E. L., Murphy, S. A., Heerspink, H. J. L., Zelniker, T. A., Dwyer, J. P., et al. (2019) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(19)30180-9 · Cited by 684 · cited 8× · see citing works
“Compared with patients living in the Midwest region, people living in the Northeast, South, or West had higher odds to start SGLT2i.”
BackgroundInfluentialGerstein, H. C., Colhoun, H. M., Dagenais, G. R., Diaz, R., Lakshmanan, M., Pais, P., Probstfield, J., Botros, F. T., Riddle, M. C., Rydén, L., et al. (2019) · The Lancet · doi:10.1016/s0140-6736(19)31150-x · Cited by 638 · see citing works
Identifying Persons with Diabetes Using Medicare Claims Data
Hebert, P. L., Geiss, L. S., Tierney, E. F., Engelgau, M. M., Yawn, B. P., & McBean, A. M. (1999) · American Journal of Medical Quality · doi:10.1177/106286069901400607 · Cited by 403 · cited 2× · see citing works
“Thismethod has been shown to increase sensitivity and specificity relative to when only 1 claim is used.(20) The first claim date was”
BackgroundMethodEberly, L. A., Yang, L., Eneanya, N. D., Essien, U., Julien, H., Nathan, A. S., Khatana, S. A. M., Dayoub, E. J., Fanaroff, A. C., Giri, J., et al. (2021) · JAMA Network Open · doi:10.1001/jamanetworkopen.2021.6139 · Cited by 350 · cited 12× · see citing works
“An estimated 15% of US adults (aged greater than orequal to 18 years) (37 million people) have chronic kidney disease (CKD).1 Diabetes is the leading cause.2 Diabetes has long been known to be associated with the development of cardiovascular and kidney disease.3,4 Large clinical trials have shown benefits of newer gl…”
BackgroundMethodResultInfluentialJarrín, O. F., Nyandege, A. N., Grafova, I. B., Dong, X., & Lin, H. (2020) · Medical Care · doi:10.1097/mlr.0000000000001216 · Cited by 347 · see citing works
11. Chronic Kidney Disease and Risk Management: <i>Standards of Medical Care in Diabetes—2022</i>
American Diabetes Association Professional Practice Committee (2022) · Diabetes Care · doi:10.2337/dc22-s011 · Cited by 344 · see citing works
US Renal Data System 2021 Annual Data Report: Epidemiology of Kidney Disease in the United States
Johansen, K. L., Chertow, G. M., Gilbertson, D. T., Herzog, C. A., Ishani, A., Israni, A. K., Ku, E., Li, S., Li, S., Liu, J., et al. (2022) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2022.02.001 · Cited by 294 · cited 2× · see citing works
“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) Our research team showed that Medicare-enrolled Black patients with CKD had a higher risk of developing hypoglycemia than White patients.”
BackgroundSelf-citationMahaffey, K. W., Jardine, M. J., Bompoint, S., Cannon, C. P., Neal, B., Heerspink, H. J. L., Charytan, D. M., Edwards, R., Agarwal, R., Bakris, G., et al. (2019) · Circulation · doi:10.1161/circulationaha.119.042007 · Cited by 291 · see citing works
McCoy, R. G., Dykhoff, H. J., Sangaralingham, L., Ross, J. S., Karaca-Mandic, P., Montori, V. M., & Shah, N. D. (2019) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2019.0213 · Cited by 122 · cited 1× · see citing works
“Several prior studies in patients without CKD have demonstrated lower use of these agents among Black patients.(18,24,25) Similar to our finding, studies have shown that racial disparity persists at all levels of social economic status.”
ResultLuo, J., Feldman, R., Rothenberger, S. D., Hernandez, I., & Gellad, W. F. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.20969 · Cited by 100 · cited 2× · see citing works
“4%) in 2019 Part D plans.(32) However, we did not observe a significant difference in starting SGLT2i or GLP1RA based on LIS status.”
BackgroundPeralta, C. A., Vittinghoff, E., Bansal, N., Jacobs, D., Muntner, P., Kestenbaum, B., Lewis, C., Siscovick, D., Kramer, H., Shlipak, M., et al. (2013) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2013.01.012 · Cited by 74 · cited 1× · see citing works
“The Coronary Artery Risk Development in Young Adults study found that Black patients had significantly faster annualized estimated glomerular filtration rates of decline.(28) The US Renal Data System annual data reported that Black patients had the highest prevalence of end-stage kidney disease in racial and ethnic gr…”
BackgroundCharacteristics And Spending Patterns Of Persistently High-Cost Medicare Patients
Figueroa, J. F., Zhou, X., & Jha, A. K. (2019) · Health Affairs · doi:10.1377/hlthaff.2018.05160 · Cited by 67 · see citing works
Nathan, A. S., Geng, Z., Dayoub, E. J., Khatana, S. A. M., Eberly, L. A., Kobayashi, T., Pugliese, S. C., Adusumalli, S., Giri, J., & Groeneveld, P. W. (2019) · Circulation: Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.119.005600 · Cited by 67 · cited 2× · see citing works
“Zip code–level household data are commonly used in Medicare studies.(18,22) In conclusion, we identified several race-, sex-, and agerelated disparities in use of SGLT2i and GLP-1RA among Medicare-insured adults diagnosed with type 2 diabetes and CKD.”
MethodJoynt Maddox, K. E., Chen, L. M., Zuckerman, R., & Epstein, A. M. (2018) · Journal of the American Geriatrics Society · doi:10.1111/jgs.15082 · Cited by 66 · see citing works
McCoy, R. G., Van Houten, H. K., Karaca-Mandic, P., Ross, J. S., Montori, V. M., & Shah, N. D. (2021) · Diabetes Care · doi:10.2337/dc20-2977 · Cited by 57 · cited 7× · see citing works
“Compared with patients living in the Midwest region, people living in the Northeast, South, or West had higher odds to start SGLT2i.”
ResultInfluentialSarafidis, P. A., & Ortiz, A. (2020) · Clinical Kidney Journal · doi:10.1093/ckj/sfz170 · Cited by 37 · cited 1× · see citing works
“It may be that physicians are reluctant to start SGLT2i in women because of concern of increased risk of urinary tract infections (UTIs), but this has been refuted in a recent meta-analysis.(31) The 2 clinical”
ResultZhao, J. Z., Weinhandl, E. D., Carlson, A. M., & St. Peter, W. L. (2022) · Kidney Medicine · doi:10.1016/j.xkme.2022.100510 · Cited by 26 · cited 1× · see citing works
“Our research team showed that Medicare-enrolled Black patients with CKD had a higher risk of developing hypoglycemia than White patients.(30) Clinical studies have demonstrated the cardiovascular and kidney benefits of SGLT2i and GLP1RA, especially the Canagliflozin and Renal Events in Diabetes with Established Nephro…”
BackgroundSelf-citationGlucose-Lowering Medication Use in CKD: Analysis of US Medicare Beneficiaries Between 2007 and 2016
Zhao, J. Z., Weinhandl, E. D., Carlson, A. M., & St. Peter, W. L. (2021) · Kidney Medicine · doi:10.1016/j.xkme.2020.09.016 · Cited by 9 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Tang, H., Shao, H., Shaaban, C. E., Yang, K., Brown, J., Anton, S., Wu, Y., Bress, A., Donahoo, W. T., DeKosky, S. T., et al. (2023) · Journal of the American Geriatrics Society · doi:10.1111/jgs.18306 · Cited by 106 · see citing works
Forbes, A., Hinton, W., Feher, M. D., Elson, W. H. D., Joy, M., Ordóñez-Mena, J. M., Fan, X., Cole, N. I., Banerjee, D., Suckling, R., et al. (2024) · EClinicalMedicine · doi:10.1016/j.eclinm.2024.102426 · Cited by 57 · see citing works
Kelepouris, E., Peter, W. L. S., Neumiller, J. J., & Wright, E. E. (2023) · Diabetes Therapy · doi:10.1007/s13300-023-01416-2 · Cited by 37 · see citing works
“Disparities in the initiation and use of guidelinerecommended treatments, such as SGLT2is and GLP-1 RAs, in patients with CKD and T2DM have been observed [81, 82].”
BackgroundMittman, B. G., Le, P., Payne, J. Y., Ayers, G. T., & Rothberg, M. B. (2024) · Current Medical Research and Opinion · doi:10.1080/03007995.2024.2303413 · Cited by 24 · see citing works
“Sociodemographic disparities, especially along race/ethnicity, have been documented in multiple subpopulations including Medicare patients 13,14 , veterans 15,16 , older adults 13,17,18 , and patients with comorbid cardiovascular disease (CVD) 13,18 and chronic kidney disease (CKD) 13 .”
BackgroundNovel Cardiometabolic Medications in the Cardiovascular-Kidney-Metabolic Syndrome Era
Pohlman, N., Patel, P. N., Essien, U. R., Tang, J., & Joseph, J. J. (2025) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgaf295 · Cited by 23 · see citing works
Mottl, A. K., & Nicholas, S. B. (2023) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2023.09.003 · Cited by 26 · see citing works
Lessons From Insulin: Policy Prescriptions for Affordable Diabetes and Obesity Medications
Nagel, K. E., Ramachandran, R., & Lipska, K. J. (2024) · Diabetes Care · doi:10.2337/dci23-0042 · Cited by 17 · see citing works
Retaining Race in Chronic Kidney Disease Diagnosis and Treatment
Williams, P. (2023) · Cureus · doi:10.7759/cureus.45054 · Cited by 12 · see citing works
“2%) to have started using SGLT2i and glucagon-like peptide 1 receptor agonists (GLP-1RA), another newer glucoselowering medication with demonstrated cardiovascular and kidney protective benefits [217,218].”
BackgroundWang, E., Patorno, E., Khosrow-Khavar, F., Crystal, S., & Dave, C. V. (2025) · Diabetologia · doi:10.1007/s00125-024-06321-2 · Cited by 14 · see citing works
Type 2 Diabetes and Chronic Kidney Disease: An Opportunity for Pharmacists to Improve Outcomes
Neumiller, J. J., Peter, W. L. S., & Shubrook, J. H. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13051367 · Cited by 10 · see citing works
“Similar trends have been shown in real-word studies of patients with diabetes and CKD, where African American race was associated with lower use of SGLT-2is and GLP-1 RAs, higher use of sulfonylureas, and higher rates of hypoglycemia [73,74].”
ResultMoore, J. A., Iheme, N., Rebold, N., Kusi, H., Mere, C., Nwaogwugwu, U., Ettienne, E. B., Chaijamorn, W., & Rungkitwattanakul, D. “. (2025) · Pharmacy · doi:10.3390/pharmacy13020046 · Cited by 8 · see citing works
Šedová, P., Vrablı́k, M., Kala, P., Ošťádal, P., Tichopád, A., Tomek, A., Mikulík, R., Donin, G., Littnerová, S., Kent, J. A., et al. (2026) · European Journal of Preventive Cardiology · doi:10.1093/eurjpc/zwag002 · Cited by 8 · see citing works
Gregg, L. P., Worsley, M. L., Ramsey, D. J., Segar, M. W., Matheny, M. E., Virani, S. S., & Navaneethan, S. D. (2023) · Clinical Journal of the American Society of Nephrology · doi:10.2215/cjn.0000000000000266 · Cited by 8 · see citing works
Paving a Path to Equity in Cardiorenal Care
Mohottige, D. (2024) · Seminars in Nephrology · doi:10.1016/j.semnephrol.2024.151519 · Cited by 7 · see citing works
Pharmacoequity measurement framework: A tool to reduce health disparities
Patel, P. M., Essien, U. R., & Happe, L. E. (2025) · Journal of Managed Care & Specialty Pharmacy · doi:10.18553/jmcp.2025.31.2.214 · Cited by 6 · see citing works
Lentine, K. L., Miyata, K. N., Lam, N. N., Joseph, C., McAdams‐DeMarco, M., Bae, S., Chen, Y., Çalışkan, Y., Sarabu, N., Dhindsa, S., et al. (2024) · Clinical Transplantation · doi:10.1111/ctr.15257 · Cited by 6 · see citing works
“26,27 Ithasbeensuggested that thismaybe relatedtophysicians’ fear ofthe urinary tract infection complications with SGLT2 inhibitors, or female patients’ interest in weight loss with glucagon-like peptide 1 receptor agonists.”
BackgroundNicholas, S. B., Alicic, R. Z., & Shen, J. I. (2022) · Kidney Medicine · doi:10.1016/j.xkme.2022.100590 · Cited by 4 · see citing works
Mayhand, K. N., Alicic, R. Z., Kornowske, L. M., Jones, C. R., Daratha, K. B., Reynolds, C. L., Nicholas, S. B., Thorpe, R. J., Bui, A. A. T., Norris, K. C., et al. (2025) · BMC Nephrology · doi:10.1186/s12882-025-04263-4 · Cited by 2 · see citing works
Petrosyan, R., Caballero, A. E., Henry, T. L., & Puchalski, A. R. (2025) · The Nephron journals/Nephron journals · doi:10.1159/000548904 · Cited by 2 · see citing works
“Similarly, Hispanic patients were 24% less likely to receive SGLT2i and 33% less likely to receive GLP-1RA than non-Hispanic White patients [11–14].”
Decker, S. R. D. R., Chaudhary, R. S., Inoue, K., Song, Y., Ndumele, C. E., Khan, S. S., & Kazi, D. S. (2025) · Diabetes Care · doi:10.2337/dc25-1619 · Cited by 2 · see citing works
Haidar, L., Crane, H. M., Nance, R. M., Doupe, M. B., Leong, C., Bamford, L. P., Burkholder, G., Cachay, E. R., Christopoulos, K., Commanday, A., et al. (2026) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/qai.0000000000003854 · Cited by 2 · see citing works
Umaru, O., Pestka, D. L., Sorge, L. A., CHENG, C.-H., Dryden, K., Rangaswami, J., Tuttle, K. R., Brummel, A. R., Neumiller, J. J., & Peter, W. L. S. (2026) · JACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY · doi:10.1002/jac5.70253 · Cited by 2 · see citing works
Care of Diabetes and the Sacrifice of Evidence-Based Medicine and Health Equity
Goldberg, D. N. (2024) · Journal of General Internal Medicine · doi:10.1007/s11606-024-08907-3 · Cited by 2 · see citing works
“For GLP-1 s and SGLT2s, robust evidence supports their use among patients with diabetes and ASCVD, HF, or CKD.”
InfluentialHudson, J. Q., Chang, A., Condon, A. J., Maxson, R., Meaney, C. J., & Peter, W. L. S. (2025) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2025.09.024 · Cited by 1 · see citing works
German, J., Huang, W. A., Brucker, A., Daniel, K., Halpern, D. J., Bhavsar, N. A., Hinz, E. M., Shannon, R., Pignone, M. P., Crowley, M. J., et al. (2026) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2025-005546 · Cited by 1 · see citing works
“25–29 34–36 We focused specifically on patients with above-target HbA1c and compelling indications, allowing us to isolate prescribing patterns that reflect therapeutic inertia rather than patient ineligibility.”
Pharmacoequity measurement framework: A tool to reduce health disparities
Patel, P. M., Essien, U. R., & Happe, L. E. (2024) · Journal of Managed Care & Specialty Pharmacy · doi:10.18553/jmcp.2025.24298 · Cited by 1 · see citing works
Hillman, L. A., Warfield, C., & Peter, W. L. S. (2025) · American Journal of Health-System Pharmacy · doi:10.1093/ajhp/zxaf043
Lavenburg, L.-M. U., Mosslemi, M., Han, Z., Weltman, M. R., Alghwiri, A. A., Fischer, G. S., Rollman, B. L., Yabes, J. G., & Jhamb, M. (2025) · Diabetes Spectrum · doi:10.2337/ds25-0046
“Zhao et al. (24) used Medicare fee-for-service claims data from 2012 to 2018 and found lower odds of SGLT2 inhibitor or GLP-1 receptor agonist initiation versus sulfonylurea initiation in adults ≥ 75 years of age compared with those 65 – 74 years of age.”
D’Oro, A., D’Costa, Z., Tang, J., Min, S., Jackson, L. R., & Essien, U. R. (2025) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2025.101361
“Minoritized groups consistently have lower rates of SGLT2 inhibitors and GLP-1RA therapy receipt[117,118].”
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SGLT2 Inhibitors and Outcomes in Elderly Patients With Chronic Kidney Disease: A Narrative Review
Zhang, F., Dong, S., Zhong, Y., et al. (2026) · Diabetes Obesity and Metabolism · doi:10.1111/dom.71174
Innovative holistic treatment for CKM: what lies ahead?
Balfanz, P., & Marx, N. (2026) · European Journal of Internal Medicine · doi:10.1016/j.ejim.2026.107222
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“Prescribing patterns varied by drug class, indication, study period, and healthcare setting, suggesting that geographic differences reflect evolving prac - tice patterns, insurance coverage, and market adoption rather than fixed regional disparities [ 6–8, 11, 22, 72, 83, 84, 92, 109].”
Influential
- Authors
- Zhao, J. Z., Weinhandl, E. D., Carlson, A. M., & St. Peter, W. L.
- Affiliations
- University of Minnesota (US)
- Corresponding author
- Zhao, Julie Z.
- ORCID
- Weinhandl, Eric D.
- Venue
- Kidney Medicine
- Publisher
- Elsevier BV
- Published
- 2023-01
- Volume
- 5
- Issue
- 1
- Pages
- 100564
- ISSN
- 2590-0595 (ISSN-L)
- PMC
- PMC9803841
- OpenAlex
- W4307893953
- Semantic Scholar
- 1717351e7ea42628045d3f5dc53e9b7f2c788697
- 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
- gold
- doi.org
- Licence
- 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
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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.
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