Racial and regional differences in efficacy of sodium-glucose cotransporter 2 inhibitors on cardiorenal outcomes: a systematic review and meta-analysis
Abstract
Background To investigate the efficacy of SGLT2 inhibitors on multiple cardiorenal outcomes across different racial/ethnic groups and regions.Methods We searched PubMed, Cochrane Library, Web of Science, and Embase databases in April 2024 for a systematic review and meta-analysis. Owing to inconsistencies in the reporting of the racial/ethnic and regional demographics, participants were grouped into three racial groups (Asian, Black, and White) and four regional (Asia, Central/South America, Europe, North America) groups. We compared the efficacy of SGLT2 inhibitors among these racial/ethnic and regional groups by calculating the ratio of hazard ratios (RHR). We evaluated the composite of cardiovascular death or hospitalization for heart failure (HHF), cardiovascular death, HHF, all-cause death, major adverse cardiac events, and cardiorenal composite outcomes.Results We included 14 randomized placebo-controlled trials with 94,445 participants. Across the three racial/ethnic groups, SGLT2 inhibitors showed comparable efficacy. Compared with White patients, the efficacy of SGLT2 inhibitors on HHF was more pronounced in Black patients (RHR, 0.64; 95 % confidence interval [CI], 0.44-0.94), and a numerically lower risk was associated with Asian patients (RHR, 0.62; 95 % CI, 0.38-1.01). A consistent reduction in cardiovascular events with SGLT2 inhibitors was observed across all regions, while the efficacy of SGLT2 inhibitors on HHF was more pronounced in Asia than in other regions (RHR, 0.52; 95 % CI, 0.33-0.81).Conclusions SGLT2 inhibitors showed generally consistent efficacy across various racial/ethnic and regional groups, with some differences noted in specific populations. Ensuring adequate representation of diverse populations in clinical trials would be key to addressing healthcare disparities.
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Data from the U.S. Military Health System reveal continued racial differences in utilization of GLP-1 receptor agonists and SGLT2 inhibitors.
“Data from the U.S. Military Health System, an environment with relatively uniform access, also reveal continued racial differences in utilization, reinforcing the influence of structural and behavioral determinants of care [30,31].”
Cites
RoB 2: a revised tool for assessing risk of bias in randomised trials
Sterne, J. A. C., Savović, J., Page, M. J., Elbers, R. G., Blencowe, N. S., Boutron, I., Cates, C. J., Cheng, H.-Y., Corbett, M. S., Eldridge, S. M., et al. (2019) · BMJ · doi:10.1136/bmj.l4898 · Cited by 33,583 · see citing works
The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021) · Systematic Reviews · doi:10.1186/s13643-021-01626-4 · Cited by 13,874 · see citing works
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
The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
Page, M. J., McKenzie, J., Bossuyt, P., Boutron, I., Hoffmann, T., mulrow, C., Shamseer, L., Tetzlaff, J., Akl, E., Brennan, S. E., et al. (2020) · doi:10.31222/osf.io/v7gm2_v1 · Cited by 8,090 · 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
Dapagliflozin in Patients with Heart Failure and Reduced Ejection Fraction
McMurray, J. J. V., Solomon, S. D., Inzucchi, S. E., Køber, L., Kosiborod, M. N., Martinez, F. A., Ponikowski, P., Sabatine, M. S., Anand, I. S., Bělohlávek, J., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1911303 · Cited by 7,140 · 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
Canagliflozin and Renal Outcomes in Type 2 Diabetes and Nephropathy
Perkovic, V., Jardine, M. J., Neal, B., Bompoint, S., Heerspink, H. J. L., Charytan, D. M., Edwards, R., Agarwal, R., Bakris, G., Bull, S., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1811744 · Cited by 6,189 · 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 · see citing works
Cardiovascular and renal outcomes with empagliflozin in heart failure
Packer, M., Anker, S. D., Butler, J., Filippatos, G., Pocock, S. J., Carson, P., Januzzi, J., Verma, S., Tsutsui, H., Brueckmann, M., et al. (2020) · New England Journal of Medicine · doi:10.1056/nejmoa2022190 · Cited by 5,206 · see citing works
Heidenreich, P. A., Bozkurt, B., Aguilar, D., Allen, L. A., Byun, J. J., Colvin, M. M., Deswal, A., Drazner, M. H., Dunlay, S. M., Evers, L. R., et al. (2022) · Circulation · doi:10.1161/cir.0000000000001063 · Cited by 4,922 · see citing works
Empagliflozin in heart failure with a preserved ejection fraction
Anker, S. D., Butler, J., Filippatos, G., Ferreira, J. P., Bocchi, E., Böhm, M., Brunner–La Rocca, H.-P., Choi, D.-J., Chopra, V., Chuquiure-Valenzuela, E., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2107038 · Cited by 4,874 · see citing works
Empagliflozin 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 · see citing works
Dapagliflozin in Heart Failure with Mildly Reduced or Preserved Ejection Fraction
Solomon, S. D., McMurray, J. J. V., Claggett, B., de Boer, R. A., DeMets, D., Hernandez, A. F., Inzucchi, S. E., Kosiborod, M. N., Lam, C. S. P., Martinez, F., et al. (2022) · New England Journal of Medicine · doi:10.1056/nejmoa2206286 · Cited by 2,884 · see citing works
McDonagh, T. A., Metra, M., Adamo, M., Gardner, R. S., Baumbach, A., Böhm, M., Burri, H., Butler, J., Čelutkienė, J., Chioncel, O. D., et al. (2023) · European Heart Journal · doi:10.1093/eurheartj/ehad195 · Cited by 2,789 · see citing works
Empagliflozin in Patients with Chronic Kidney Disease
The EMPA-KIDNEY Collaborative Group (2023) · New England Journal of Medicine · doi:10.1056/nejmoa2204233 · Cited by 2,754 · see citing works
Sotagliflozin in patients with diabetes and recent worsening heart failure
Bhatt, D. L., Szarek, M., Steg, P. G., Cannon, C. P., Leiter, L. A., McGuire, D. K., Lewis, J. B., Riddle, M. C., Voors, A. A., Metra, M., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2030183 · Cited by 1,868 · see citing works
Updated Guidance on the Reporting of Race and Ethnicity in Medical and Science Journals
Flanagin, A., Frey, T., Christiansen, S. L., & AMA Manual of Style Committee (2021) · JAMA · doi:10.1001/jama.2021.13304 · Cited by 1,615 · see citing works
Cardiovascular outcomes with ertugliflozin in type 2 diabetes
Cannon, C. P., Pratley, R., Dagogo-Jack, S., Mancuso, J., Huyck, S., Masiukiewicz, U., Charbonnel, B., Frederich, R., Gallo, S., Cosentino, F., et al. (2020) · New England Journal of Medicine · doi:10.1056/nejmoa2004967 · Cited by 1,514 · see citing works
Sotagliflozin in patients with diabetes and chronic kidney disease
Bhatt, D. L., Szarek, M., Pitt, B., Cannon, C. P., Leiter, L. A., McGuire, D. K., Lewis, J. B., Riddle, M. C., Inzucchi, S. E., Kosiborod, M. N., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2030186 · Cited by 1,205 · see citing works
Carnethon, M. R., Pu, J., Howard, G., Albert, M. A., Anderson, C. A. M., Bertoni, A. G., Mujahid, M. S., Palaniappan, L., Taylor, H. A., Willis, M., et al. (2017) · Circulation · doi:10.1161/cir.0000000000000534 · Cited by 1,147 · see citing works
Baigent, C., Emberson, J., Haynes, R., Herrington, W. G., Judge, P., Landray, M. J., Mayne, K. J., Ng, S. Y. A., Preiss, D., Roddick, A. J., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(22)02074-8 · Cited by 1,020 · see citing works
Vaduganathan, M., Docherty, K. F., Claggett, B. L., Jhund, P. S., de Boer, R. A., Hernandez, A. F., Inzucchi, S. E., Kosiborod, M. N., Lam, C. S. P., Martinez, F., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(22)01429-5 · Cited by 996 · see citing works
Perkovic, V., de Zeeuw, D., Mahaffey, K. W., Fulcher, G., Erondu, N., Shaw, W., Barrett, T. D., Weidner-Wells, M., Deng, H., Matthews, D. R., et al. (2018) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(18)30141-4 · Cited by 637 · see citing works
Exner, D. V., Dries, D. L., DOMANSKI, M. J., & Cohn, J. N. (2001) · New England Journal of Medicine · doi:10.1056/nejm200105033441802 · Cited by 562 · see citing works
Authors/Task Force Members:, McDonagh, T. A., Metra, M., Adamo, M., Gardner, R. S., Baumbach, A., Böhm, M., Burri, H., Butler, J., Čelutkienė, J., et al. (2024) · European Journal of Heart Failure · doi:10.1002/ejhf.3024 · Cited by 502 · see citing works
Canagliflozin and Heart Failure in Type 2 Diabetes Mellitus: Results From the CANVAS Program
Rådholm, K., Figtree, G., Perkovic, V., Solomon, S. D., Mahaffey, K. W., de Zeeuw, D., Fulcher, G., Barrett, T. D., Shaw, W., Desai, M., et al. (2018) · Circulation · doi:10.1161/circulationaha.118.034222 · Cited by 488 · see citing works
Packer, M., Anker, S. D., Butler, J., Filippatos, G., Ferreira, J. P., Pocock, S. J., Carson, P., Anand, I., Doehner, W., Haass, M., et al. (2021) · Circulation · doi:10.1161/circulationaha.120.051783 · Cited by 435 · see citing works
Empagliflozin after Acute Myocardial Infarction
Butler, J., Jones, W. S., Udell, J. A., Anker, S. D., Petrie, M. C., Harrington, J., Mattheus, M., Zwiener, I., Amir, O., Bahit, M. C., et al. (2024) · New England Journal of Medicine · doi:10.1056/nejmoa2314051 · Cited by 317 · see citing works
Understanding the Complexity of Heart Failure Risk and Treatment in Black Patients
Nayak, A., Hicks, A. J., & Morris, A. A. (2020) · Circulation Heart Failure · doi:10.1161/circheartfailure.120.007264 · Cited by 264 · see citing works
Cosentino, F., Cannon, C. P., Cherney, D. Z. I., Masiukiewicz, U., Pratley, R., Dagogo-Jack, S., Frederich, R., Charbonnel, B., Mancuso, J., Shih, W. J., et al. (2020) · Circulation · doi:10.1161/circulationaha.120.050255 · Cited by 242 · see citing works
Rationale and tutorial for analysing and reporting sex differences in cardiovascular associations
Woodward, M. (2019) · Heart · doi:10.1136/heartjnl-2019-315299 · Cited by 165 · see citing works
Usman, M., Bhatt, D. L., Hameed, I., Anker, S. D., CHENG, A. Y. Y., Hernandez, A. F., Jones, W. S., Khan, M. S., Petrie, M. C., Udell, J. A., et al. (2024) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(24)00102-5 · Cited by 140 · see citing works
Spence, J. D., & Rayner, B. L. (2018) · Hypertension · doi:10.1161/hypertensionaha.118.11064 · Cited by 133 · see citing works
Lamprea-Montealegre, J. A., Madden, E., Tummalapalli, S. L., Peralta, C., Neilands, T. B., Garcia, P. K., Muiru, A., Karliner, L., Shlipak, M. G., & Estrella, M. M. (2022) · JAMA · doi:10.1001/jama.2022.13885 · Cited by 129 · 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 · see citing works
On a Square-Root Transformation of the Odds Ratio for a Common Outcome
VanderWeele, T. J. (2017) · Epidemiology · doi:10.1097/ede.0000000000000733 · Cited by 121 · see citing works
Heerspink, H. J. L., Sjöström, C. D., Jongs, N., Chertow, G. M., Kosiborod, M., Hou, F. F., McMurray, J. J. V., Rossing, P. R., Correa‐Rotter, R., Kurlyandskaya, R., et al. (2021) · European Heart Journal · doi:10.1093/eurheartj/ehab094 · Cited by 121 · see citing works
Race and Ethnicity in Heart Failure
Piña, I. L., Jimenez, S., Lewis, E. F., Morris, A. A., Onwuanyi, A., Tam, E., & Ventura, H. O. (2021) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2021.06.058 · Cited by 105 · see citing works
Empagliflozin in Patients with Chronic Kidney Disease
Neuen, B. L., Fletcher, R. A., & Heerspink, H. J. L. (2023) · New England Journal of Medicine · doi:10.1056/nejmc2301923 · Cited by 72 · see citing works
Tamargo, J. L., Kaski, J. C., Kimura, T., Barton, J. C., Yamamoto, K., Komiyama, M., Drexel, H., Lewis, B. S., Agewall, S., & Hasegawa, K. (2022) · European Heart Journal - Cardiovascular Pharmacotherapy · doi:10.1093/ehjcvp/pvac040 · Cited by 70 · see citing works
Lee, M. M. Y., Ghouri, N., McGuire, D. K., Rutter, M. K., & Sattar, N. A. (2021) · Diabetes Care · doi:10.2337/dc20-3007 · Cited by 69 · see citing works
Desai, A. S., Jhund, P. S., Claggett, B. L., Vaduganathan, M., Miao, Z. M., Kondo, T., Barkoudah, E., Brahimi, A., Connolly, E. C., Finn, P. V., et al. (2022) · JAMA Cardiology · doi:10.1001/jamacardio.2022.3736 · Cited by 66 · see citing works
Dewan, P., Jhund, P. S., Shen, L., Petrie, M. C., Abraham, W. T., Ali, M. A., Chen, C., Desai, A. S., Dickstein, K., Huang, J., et al. (2018) · European Journal of Heart Failure · doi:10.1002/ejhf.1347 · Cited by 65 · see citing works
Gill, P. S., Plumridge, G., Khunti, K., & Greenfield, S. (2013) · Family Practice · doi:10.1093/fampra/cms054 · Cited by 60 · see citing works
Improving Enrollment of Underrepresented Racial and Ethnic Populations in Heart Failure Trials
DeFilippis, E. M., Echols, M. R., Adamson, P. B., Batchelor, W., Cooper, L. B., Cooper, L. S., Desvigne-Nickens, P. M., George, R. T., Ibrahim, N. E., Jessup, M. L., et al. (2022) · JAMA Cardiology · doi:10.1001/jamacardio.2022.0161 · Cited by 60 · see citing works
Khunti, K., Bellary, S., Karamat, M. A., Patel, K., Patel, V., Jones, A. G., Gray, J., Shepherd, P. R., & Hanif, W. (2016) · Diabetic Medicine · doi:10.1111/dme.13103 · Cited by 57 · see citing works
Lam, C. S. P., Ferreira, J. P., Pfarr, E., Sim, D., Tsutsui, H., Anker, S. D., Butler, J., Filippatos, G. S., Pocock, S., Sattar, N. A., et al. (2021) · European Heart Journal · doi:10.1093/eurheartj/ehab360 · Cited by 57 · see citing works
Docherty, K. F., Ogunniyi, M. O., Anand, I. S., Desai, A. S., Díez, M., Howlett, J. G., Nicolau, J. C., O’Meara, E., Verma, S., Inzucchi, S. E., et al. (2021) · JACC Heart Failure · doi:10.1016/j.jchf.2021.08.006 · Cited by 52 · see citing works
Inclusion of Under-Represented Racial and Ethnic Groups in Cardiovascular Clinical Trials
Vilcant, V., Cerón, C., Verma, G., Zeltser, R., & Makaryus, A. N. (2022) · Heart Lung and Circulation · doi:10.1016/j.hlc.2022.06.668 · Cited by 50 · see citing works
Cardiovascular Health Among Non‐Hispanic Asian Americans: NHANES, 2011–2016
Fang, J., Zhang, Z., Ayala, C., Thompson‐Paul, A. M., & Loustalot, F. V. (2019) · Journal of the American Heart Association · doi:10.1161/jaha.118.011324 · Cited by 41 · see citing works
SGLT2 inhibitors may offer benefit beyond diabetes
Kang, A., & Jardine, M. (2020) · Nature Reviews Nephrology · doi:10.1038/s41581-020-00391-2 · Cited by 41 · see citing works
Kunutsor, S. K., Khunti, K., & Seidu, S. (2023) · Journal of the Royal Society of Medicine · doi:10.1177/01410768231198442 · Cited by 35 · see citing works
Koyama, A. K., Bullard, K. M., Xu, F. Z., Onufrak, S. J., Jackson, S. L., Saelee, R., Miyamoto, Y., & Pavkov, M. E. (2024) · MMWR Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm7303a1 · Cited by 30 · see citing works
Self-citationKhedagi, A. M., Hoke, C., Kelsey, M. D., Coviello, A. D., Jones, W. S., Jackson, L. R., Patel, M. R., McGarrah, R. W., Pagidipati, N. J., & Shah, N. P. (2023) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2023.100477 · Cited by 28 · see citing works
Regional variations in heart failure: a global perspective
Yogeswaran, V., Hidano, D., Diaz, A. E., Spall, H. G. C. V., Mamas, M. A., Roth, G. A., & Cheng, R. K.-H. (2023) · Heart · doi:10.1136/heartjnl-2022-321295 · Cited by 18 · see citing works
Efficacy and Safety of Dapagliflozin in Patients With CKD Across Major Geographic Regions
Vart, P., Correa‐Rotter, R., Hou, F. F., Jongs, N., Chertow, G. M., Langkilde, A. M., McMurray, J. J. V., Rossing, P. R., Sjöström, C. D., Stefánsson, B. V., et al. (2022) · Kidney International Reports · doi:10.1016/j.ekir.2022.01.1060 · Cited by 15 · see citing works
Khiali, S., Sadeghi, M. T., Sarbakhsh, P., Khezerlouy‐Aghdam, N., Rezagholizadeh, A., Asham, H., & Entezari‐Maleki, T. (2023) · The Journal of Clinical Pharmacology · doi:10.1002/jcph.2311 · Cited by 12 · see citing works
Koyama, A. K., Bullard, K. M., Onufrak, S. J., Xu, F. Z., Saelee, R., Miyamoto, Y., & Pavkov, M. E. (2023) · Diabetes Care · doi:10.2337/dci23-0056 · Cited by 9 · see citing works
Self-citationVart, P., Jongs, N., Wheeler, D. C., Heerspink, H. J. L., Langkilde, A. M., & Chertow, G. M. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.10877 · Cited by 8 · see citing works
Flagged first, then by citations
3 of the 63 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Obi, M. F., Ahmad, S., & Ezechukwu, K. (2026) · Cureus · doi:10.7759/cureus.106266 · Cited by 1 · see citing works
“2025 [31] To conduct a systematic review of SGLT2i efficacy by race and region.”
SGLT2 gene polymorphism and cardio-renal outcomes
Kuriyama, S., & Kawaguchi, Y. (2026) · Hypertension Research · doi:10.1038/s41440-026-02610-y · Cited by 1 · see citing works
Cokro, F., Sauriasari, R., Tahapary, D. L., Setiawan, H., Tricaesario, C., Hidayati, N., Djauhari, W., Tandradynata, J., & Soegondo, S. (2026) · PLoS ONE · doi:10.1371/journal.pone.0353564 · Cited by 1 · see citing works
Bellapu, D., & Ronald Darwin, C. (2025) · International Journal of Drug Delivery Technology · doi:10.25258/ijddt.15.2.49
Exploring evidence of SGLT2 inhibitors use in Southeast Asia: a systematic reviewPreprint
Wong, W. J., Zhang, Y., Harrison, C. M., Tan, K. M., Woodward, M., & Nguyen, T. N. (2025) · medRxiv · doi:10.1101/2025.07.02.25330722
Bellapu, D., & Ronald Darwin, C. (2025) · Asian Journal of Pharmaceutical and Clinical Research · doi:10.22159/ajpcr.2025v18i7.54767
Kalra, S., Unnikrishnan, A., Chawla, R., Mathur, R., JUNAIDY, K. H., Shah, M., Gadia, S., Gupta, A., & Anthuvan, T. (2025) · Journal of Diabetology · doi:10.4103/jod.jod_124_25
Understanding Geographic Variations in Heart Failure Clinical Trials
Fazzini, L., Colombo, G., Tersalvi, G., Bruno, J., Inciardi, R. M., & d'Elia, E. (2026) · Current Heart Failure Reports · doi:10.1007/s11897-026-00753-0
Chepulis, L. M., Gan, H., Simmons, D. S., Rodrigues, M., Keenan, R., Murphy, R., Kenealy, T., Karu, L. T., Magliano, D., Scott‐Jones, J., et al. (2026) · Diabetologia · doi:10.1007/s00125-026-06733-2
- Authors
- Kani, R., Miyamoto, Y., Saito, T., Watanabe, A., Matsubara, K., Ejiri, K., Iwagami, M., Slipczuk, L., Hosseini, K., Fujisaki, T., Takagi, H., Yaku, H., Aikawa, T., & Kuno, T.
- Affiliations
- Kameda Medical Center (JP)
- The University of Tokyo (JP)
- Edogawa Hospital (JP)
- Icahn School of Medicine at Mount Sinai (US)
- Okayama University (JP)
- University of Tsukuba (JP)
- Albert Einstein College of Medicine (US)
- Cardiovascular Diseases Research Institute (IR)
- National Cerebral and Cardiovascular Center (JP)
- Shizuoka Medical Center (JP)
- Northwestern University (US)
- Juntendo University (JP)
- Corresponding author
- Kuno, Toshiki
- ORCID
- Venue
- International Journal of Cardiology
- Publisher
- Elsevier BV
- Published
- 2025-05
- Volume
- 426
- Pages
- 133079
- ISSN
- 0167-5273 (ISSN-L)
- OpenAlex
- W4407731367
- Cited by
- 10
- References
- 63
- Citations by year
- 2026: 6 · 2025: 4
- FWCI
- 1.35
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- International Journal of Cardiology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Health Sciences › Medicine › Nephrology › Chronic Kidney Disease and Diabetes
- Keywords
- SGLT2 inhibitors, cardiorenal outcomes, racial and ethnic differences, regional variation, heart failure hospitalization, cardiovascular mortality, major adverse cardiac events, all-cause mortality, Black patients, Asian patients, health care disparities, clinical trial representation
- MeSH terms
- Sodium-Glucose Transporter 2 Inhibitors, Diabetes Mellitus, Type 2, Heart Failure, Humans, Randomized Controlled Trials as Topic, Treatment Outcome, Racial Groups
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