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Contemporary use of SGLT2 inhibitors in heart failure patients with diabetes mellitus: a comparison of DPP4 inhibitors in a nationwide electric health database of the superaged society

Abstract

Background

There is a lack of recent data reflecting the actual use of sodium-glucose cotransporter-2 (SGLT2) inhibitors for heart failure (HF) and type 2 diabetes (DM) in the superaged society. The present study investigated the association between the use of SGLT2 inhibitors and one-year prognosis in patients hospitalized across a broad spectrum of HF patients with DM in the superaged society using the Nationwide Electric Health Database in Japan.

Methods

The patients hospitalized with the first episode of acute HF were identified from the National Database of Health Insurance Claims and Specific Health Checkups of Japan between April 2014 and March 2019. A cohort of 2,277 users of SGLT2 inhibitors and 41,410 users of the active comparator, dipeptidyl peptidase-4 (DPP4) inhibitors were compared. A propensity score-matched cohort study of 2,101 users of each inhibitor was also conducted. A multivariable multilevel mixed-effects survival model was conducted with adjustments, and hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated.

Results

Among 300,398 patients discharged with HF in 4,176 hospitals, 216,016 (71.9%) were 75 years or older, and 60,999 (20.3%) took antidiabetic medications. Among them, the patients treated with SGLT2 inhibitors were younger and had a more severe status than those treated with DPP4 inhibitors. Kaplan–Meier analysis showed that patients treated with SGLT2 inhibitors had a lower mortality risk and HF readmission. In propensity-matched cohorts, SGLT2 inhibitor use was associated with a lower risk of mortality and HF readmission than DPP-4 inhibitor use (HR [95% CI]; 0.70 [0.56, 0.89] and 0.52 [0.45, 0.61], respectively). Very elderly (≥ 75 years) patients showed similar results. Favorable effects were also observed across all age groups, including ≥ 75 years, in patients with coronary artery disease or atrial fibrillation and with concomitant β-blocker, diuretics, or insulin.

Conclusion

The use of SGLT2 inhibitors at discharge was associated with a lower risk of one-year mortality and HF readmission in patients across a broad spectrum of HF with DM in the superaged society. The findings further support the benefits of using SGLT2 inhibitors in very elderly HF care and complement the current evidence.

Introduction

Diabetes mellitus (DM) is an important risk factor for developing heart failure (HF). Patients with DM have a 30% greater risk of requiring admission to the hospital due to HF than those without DM [1, 2]. Concurrent conditions, including coronary artery disease (CAD), hypertension, hyperlipidemia, and chronic kidney disease, may play a role in incident HF. Other mechanisms, such as metabolic dysfunction, inflammation, and adiposity, may also contribute to the risk of HF. Cardiovascular (CV) outcome trials with sodium–glucose cotransporter-2 inhibitor (SGLT2-I) showed a significant reduction in hospitalization for HF, as well as in CV and renal outcomes, compared with placebo in patients with DM, and they have been widely used in the clinical setting since 2014 [3, 4]. The meta-analysis shows that SGLT2-I is effective for both primary and secondary prevention of CV mortality or hospitalization for HF regardless of a history of HF [5]. However, clinicians still have concerns about the efficacy and safety of SGLT2-I in elderly patients with DM at risk of a variety of serious comorbidities. Although post-hoc analyses of randomized controlled trials have examined the CV benefits and safety of SGLT2-I in elderly adults (aged ≥ 65 years) with DM [6, 7], very elderly patients (≥ 75 years) have not been sufficiently represented in the trials. Some other studies have assured that the efficacy profile of SGLT2-I was unchanged by age based on the analysis of patients aged ≥ 65 years [8]; however, the efficacy and safety in very elderly DM patients are still unclear.

The average age of patients with HF in the UK and Japan is currently 77 and 78 years, respectively [9, 10]. In addition to the problems with the effectiveness and adverse effects of medications, elderly patients with HF have multiple comorbidities, typically 5 to 6 comorbidities in addition to HF [11]. The current evidence for medical therapy in HF is limited to elderly-centered HF patient groups. Therefore, the present study investigated the efficacy of SGLT2-I in patients across a broad spectrum of HF with DM to complement the current evidence and explore the best practice of SGLT2-I use in a superaged society. Notably, the impact of SGLT2-I use on 1-year clinical outcomes in the very elderly (≥ 75 years) and detailed associations with other concomitant medications were explored compared with the active comparator -dipeptidyl peptidase-4 inhibitor (DPP4-I)- using the current nationwide electronic health database in Japan.

Methods

Study population

A retrospective analysis was performed using the National Database of Health Insurance Claims and Specific Health Checkups of Japan (NDB). NDB is a Japanese administrative claims-based database created by the Ministry of Health, Labor, and Welfare of Japan. It includes claims on inpatient and outpatient services and prescriptions. Japan has a universal health coverage system, and the NDB covers approximately 98% of data on health care services provided by health care institutions, regardless of the type of insurance [12, 13]. The NDB includes two anonymized types of personal identification variables (ID1 and ID2) and the group of Nara Medical University has constructed a new patient-matching variable (ID0) with ID1 and ID2, which allows each patient to be followed up longitudinally using an individual claims data system in the NDB database [14]. The NDB includes sex, age groups [5-year groups], diagnostic codes based on the 10th revision of the International Statistical Classification of Diseases codes and outcome categories, codes for medical care received, drugs prescribed, and medical examinations performed, not including the results of the tests.

Patients hospitalized with a first episode of acute HF from April 2014 to March 2019 were identified (Fig. 1). They were defined as patients with an emergency hospitalization and HF diagnostic code requiring intravenous diuretic (furosemide) or tolvaptan treatment within 1 day after admission. During hospitalization, they also underwent echocardiography and B-type natriuretic peptide (BNP) measurement. Patients who were discharged within 1 day, were diagnosed with acute coronary syndrome, or died in the hospital were excluded from the analysis. Patients who had no records of HF medications at discharge were also excluded. HF-related medications at discharge were defined as diuretics, β-blockers, angiotensin-converting enzyme inhibitors or angiotensin II receptor blockers (ACEIs/ARBs), mineralocorticoid receptor antagonists (MRAs), and digoxin. DM patients were defined as those with the diagnosis code as described in Additional file 1: Table S1 or antidiabetic medications at discharge, such as SGLT2-I, DPP4-I, sulfonylurea, metformin, insulin, glucagon-like peptide-1 agonist and others (α-glucosidase inhibitor, meglitinide, thiazolidine). Discharge prescriptions were defined as prescriptions made within 2 days before the discharge date with more than/equal to 7 days of prescription. Age was divided into 5 categories: < 54, 55–64, 65–74, 75–84, and > 85 years.

Fig. 1
figure 1

Study flow chart. DM, diabetes mellitus; DPP4, dipeptidyl peptidase-4; HF, heart failure: SGLT2, sodium-glucose cotransporter-2

Clinical outcomes

Clinical outcomes after discharge included all-cause mortality, HF readmission and all-cause readmission within 1 year, and were calculated from the discharge date. Death was investigated based on the logic-based method for determining mortality (sensitivity, 94.3%; specificity, 98.5%) [15]. HF readmission was defined as readmission with prescribing either intravenous diuretic (furosemide) or tolvaptan treatment within 1 day after admission and undergoing either echocardiography or BNP measurement during hospitalization in all-cause readmission. Our primary outcomes were in patients with SGLT2 inhibitor compared with DPP4 inhibitor in a cohort of propensity score matching. The secondary outcomes were in all patients with SGLT2 inhibitor (single or combined) compared with DPP4 inhibitor in a multivariable analysis. The third outcomes were with DM patients compared with Non-DM patients.

Ethics statement

The study was conducted according to the 1964 Declaration of Helsinki and its later amendments. It was approved by the National Cerebral and Cardiovascular Center ethics committee (authorization number, R20110-2).

Statistical analysis

Data are expressed as medians (interquartile range) for continuous variables. Categorical data are expressed as numbers (%). Univariate and multivariable multilevel mixed-effects survival models with institution as a random variable were constructed to observe the association between DM and non-DM as well as among SGLT2 inhibitor, DPP4 inhibitor and both inhibitor. Adjustment of multivariable model was sex and age category in Model 1. Model 2 was adjusted for sex, age category, inotropic agent use, procedures during hospitalization (respirator use, cardiac rehabilitation), CV medications at discharge (antiplatelet agents, anticoagulants, anti-arrhythmic agents, anti-hypertensive agents, and statins), HF medication at discharge (diuretics, β-blockers, ACEIs/ARBs, MRAs and digoxin) and HF comorbidity (valvular disease, cardiomyopathy, atrial fibrillation or atrial flutter [AF], CAD, and pulmonary hypertension, peripheral artery disease, chronic kidney disease, chronic obstructive pulmonary disease, and dementia) as described in Additional file 1: Table S1. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated. Kaplan–Meier analysis was performed with the log-rank test. Propensity score-matching was conducted for the overall cohort of SGLT2 inhibitor and DPP4 inhibitor using the 1:1 nearest-neighbor matching method without replacement (caliper of 0.001) by logistic regression modeling, adjusted for the variables in Model 2. Standard mean differences were also calculated to evaluate the quality of the matching. Data were combined using structured query language, and statistical analysis was performed using Stata, version 16 (College Station, TX, USA).

Results

Comparison between DM and non-DM patients with HF

Among 300,398 HF patients enrolled, 71.91% were aged 75 years or older (Table 1). A total of 60,999 (20.31%) patients took antidiabetic medications at discharge. In patients with DM, those treated with β-blockers and ACEIs/ARBs were 60.31% and 63.63%, respectively. Regarding other CV medications, antiplatelets and anti-hypertensive agents were prescribed at discharge in 46.61% and 46.52% of the patients, respectively. Statins were prescribed in 44.07% of patients. They all were more frequently prescribed in DM patients than those without DM. The most common comorbidity among DM patients was CAD. DPP4-I was prescribed as an antidiabetic agent for most DM patients (73.18%). DM patients had a higher risk of mortality, and HF readmission than non-DM patients in multivariable analysis, adjusted for the variables in Model 2 (HR [95% CI]; 1.07 [1.03, 1.11] and 1.22 [1.19, 1.25], respectively, Additional file 1: Table S2). This finding was consistent in very elderly patients (≥ 75 years).

Table 1 Baseline clinical characteristics

Comparison of SGLT2-I and DPP4-I

Comparing the DM patients who had SGLT2-I and DPP4-I in the crude cohort (Table 1), patients with SGLT2-I showed a higher percentage of males and were younger. They had more HF medications such as β-blockers (SGLT2-I: 73.17% and DPP4-I: 61.24%), ACEIs/ARBs (SGLT2-I: 71.50% and DPP4-I: 63.83%), and MRAs (SGLT2-I: 55.38% and DPP4-I: 41.32%). During hospitalization, 22.09% and 28.99% of SGLT2-I patients had an inotropic agent and ventilator use, respectively, and 57.58% underwent cardiac rehabilitation. Patients treated with both inhibitors showed similar characteristics to those treated with SGLT2-I. Baseline characteristics after propensity matching are shown in Additional file 1: Table S3.

Compared with DPP4-I, Kaplan–Meier analysis showed that the patients with SGLT2-I were associated with lower mortality and HF readmission rates in both the original and matched datasets. Very elderly patients (≥ 75 years) showed similar results (Fig. 2). With patients with DPP4-I as the reference group, multivariable logistic analysis after adjustment (Model 2) showed that the HR (95% CI) for mortality with SGLT2-I patients was 0.65 (0.55, 0.78) in the original dataset and 0.65 (0.49, 0.91) in the matched dataset (Table 2). The HR (95% CI) for HF readmission with SGLT2-I patients was 0.49 (0.43, 0.55) in the original dataset and 0.46 (0.36, 0.59) in the matched dataset. Similarly, in a sub-analysis of very elderly patients, the HR (95% CI) for mortality with SGLT2-I patients was 0.63 (0.51,0.79) in the original dataset and 0.63 (0.43, 0.92) in the matched dataset. The HR (95% CI) for HF readmission with SGLT2-I patients was 0.54 (0.46, 0.63) in the original dataset and 0.46 (0.33, 0.64) in the matched dataset. In addition, the use of both inhibitors was associated with better outcomes compared with DPP4-I only. The results of all-cause readmission were similar (Additional file 1: Figure S1 and Table 2).

Fig. 2
figure 2

Kaplan–Meier analysis of all-cause mortality (a) and HF readmission (b) for SGLT2 and DPP4 inhibitor use at discharge in overall patients and in patients aged ≥ 75 years. DPP4-I, dipeptidyl peptidase-4 inhibitor; HF, heart failure: SGLT2-I, sodium-glucose cotransporter-2 inhibitor

Table 2 Univariate/multivariable multilevel logistic analysis for mortality and readmission in the prevalent DM cohort

Stratified analysis in the matched cohort

In stratified analyses based on a propensity score–matching dataset, there was no interaction among most baseline characteristics, such as age classification, sex, comorbidities of CAD and AF, and concomitant drugs, such as β-blockers, diuretics, and insulin, by SGLT2-I and DPP4-I use (Fig. 3). Very elderly patients including those aged ≥ 75 years, patients with CAD or AF, and patients with concomitant β-blocker, diuretics, and insulin prescriptions, showed a decreased risk of mortality and HF readmission a similar manner. The results of all-cause readmission were also consistent (Additional file 1: Figure S2).

Fig. 3
figure 3

Stratified analysis for all-cause mortality (a) and HF readmission (b) in the propensity-matched cohort. AF, atrial fibrillation or atrial flutter; CAD, coronary artery disease; CI, confidence interval; DPP4, dipeptidyl peptidase-4; HF, heart failure; SGLT2, sodium-glucose cotransporter-2

Discussion

In the present study, we analyzed a nationwide real-world dataset of 300,398 patients hospitalized for acute HF, where 72% of patients were aged ≥ 75 years. Among 60,999 (20.3%) patients taking antidiabetic medications, 2,277 patients with SGLT2-I were younger and had a more severe HF status than 41,410 patients with DPP4-I. In both the original and propensity-score matching datasets, SGLT2-I use was associated with a lower risk of mortality, HF readmission, and all-cause readmission in a year than DPP-4 I use. Similar favorable effects were observed in patients across all age classes, with CAD or AF, and with concomitant use of β-blockers, diuretics, or insulin.

Clinical benefits of SGLT2-I in DM and HF

Multiple randomized controlled clinical trials have shown a positive impact of SGLT2-I on the risk reduction of CV mortality and HF hospitalization in patients with DM. Real-world observational studies in DM patients have also supported the effectiveness [16, 17]. Based on these studies, SGLT2-I represents a new therapeutic drug for DM patients at risk for HF and HF. The benefits of SGLT2-I have recently been demonstrated in patients with established HF with reduced ejection fraction (HFrEF) irrespective of DM status [18]. In addition, the EMPEROR-Preserved study showed significantly reduced CV mortality or hospitalization for HF in patients taking empagliflozin compared to those taking placebo, suggesting a promising future for SGLT2-I in HF with preserved ejection fraction (HFpEF) [19]. The present results from routine clinical practice complement the evidence from the SGLT2-I outcome trials, performed in a highly selected population. It is important to be a very elderly-centered HF cohort since elderly patients, and patients with recent HF hospitalization are underrepresented in clinical trials in DM and HF. The present study reassures clinicians that, in real-world data, the treatment effect of SGLT2-I was similar across all age groups, including patients > 75 years of age [20].

It is critical, especially in managing of elderly patients, for physicians to identify patients with whom this drug is appropriate. The stratified analyses in our study showed beneficial effects irrespective of comorbidities such as AF and CAD. Additionally, the concomitant drugs for HF and DM did not affect the beneficial effects of SGLT2-I. The combination with diuretics or insulin did not have a detrimental effect, and the combinations of SGLT2-I and β-blockers may cause a lower risk of mortality. The favorable effects of SGLT2-I were consistent across both comorbidities and concomitant drugs may suggest a wide range of use and benefits in patients with a broad spectrum of DM and HF.

Comparison with DPP4-I

DPP4-I has been demonstrated to be a safe pharmacological class with a neutral effect on CV outcomes, including HF hospitalization [21]. The use represents a safe and effective therapeutic choice in elderly patients with DM, HF, and other comorbidities [22], and DPP4-I was chosen as an active comparator in the present study because it has been widely used in Japan. Our results showed that SGLT2-I was superior in terms of a-year mortality and HF readmission. In a large Scandinavian cohort of DM patients, SGLT2-I use compared with DPP4-I use was associated with a reduced risk of HF and all-cause mortality [23]. Moreover, the clinical data of DM patients across 13 countries, including Japan, have shown that lower mortality and HF hospitalization were associated with SGLT2-I use (HR [95% CI]: 0.59 [0.52–0.67] and 0.69 [0.61–0.77], respectively) [24]. Furthermore, the same nationwide population-based study has shown the effectiveness of SGLT2 inhibitors in older general patients with DM [25]. Although there are many comparative studies on such DM patients, few studies have compared the effectiveness of SGLT2-I with DPP4-I in real-world clinical data of HF patients. This study showed the efficacy of SGLT2-I as an antidiabetic drug from patients’ viewpoints across a broad spectrum of HF. There are substantial differences in clinical outcomes between general DM population and DM population with HF hospitalization. The effectiveness of SGLT2 inhibitors may be stronger in HF population to whom more clinical events occur, and the SGLT2 inhibitors were effective even in very-elderly patients. It complemented the practical use of HF patients with DM in routine clinical practice. However, there is a report that the frequency of ketoacidosis was increased compared with that of DPP4-I use in elderly DM patients [26]. Caution and further research on this issue are necessary.

Limitations

Our study has several limitations. First, the present study was performed in a cohort with a broad spectrum of HF, i.e., in patients with nonspecific EF. Since NDB is an administrative dataset and clinical data such as ejection fraction were unavailable, it was impossible to differentiate between HFrEF and HFpEF in the present analysis. However, a recent study has shown that the effects of empagliflozin have been evaluated across the full spectrum of EF (< 65%) in patients with HF [27]. Second, the safety of SGLT2-I was not investigated in the present study because NDB is a limited data source for evaluating of drug side effects. However, the finding that SGLT2-I was associated with a reduced risk of all-cause readmission may suggest the overall safety profile of this drug in the present population. Elderly patients are more likely to have adverse events and drug intolerance, and further study is necessary to investigate the detailed safety profile of this drug in very elderly patients. Last, regarding the effect of medications on clinical outcomes, it might be challenging to fully adjust for disease severity, the difference in individual in-hospital treatment, and the indication for medication by the provider, even with sophisticated statistical techniques. NDB did not provide information about DM severity (hemoglobin A1c), chronic kidney disease stage (glomerular filtration rate and proteinuria), or evaluations of the quality of life and frailty, which may significantly impact on the patient’s prognosis, especially in very elderly patients. The conclusions regarding the efficacy of SGLT2-I treatment should be interpreted with caution at this point.

Conclusion

The use of SGLT2 inhibitors at discharge was associated with a lower risk of one-year mortality and HF readmission in patients across a broad spectrum of HF with DM using the current nationwide electronic health database in Japan. The findings further support the clinical benefits of SGLT2-I in the very elderly (≥ 75 years) HF care and the best practice of SGLT2-I use in a superaged society.

Availability of data and materials

Data may be obtained from a third party and are not publicly available.

Abbreviations

ACEI/ARB:

Angiotensin-converting enzyme inhibitor or angiotensin II receptor blocker

AF:

Atrial fibrillation or atrial flutter

BNP:

B-type natriuretic peptide

CAD:

Coronary artery disease

CI:

Confidence interval

CV:

Cardiovascular

DM:

Diabetes mellitus

DPP4-I:

Dipeptidyl peptidase-4 inhibitor

HF:

Heart failure

HFpEF:

Heart failure with preserved ejection fraction

HFrEF:

Heart failure with reduced ejection fraction

HR:

Hazard ratio

MRA:

Mineralocorticoid receptor antagonist

NDB:

National Database of Health Insurance Claims and Specific Health Checkups of Japan

SGLT2-I:

Sodium–glucose cotransporter-2 inhibitor

References

  1. Horwich TB, Fonarow GC. Prevention of heart failure. JAMA Cardiol. 2017;2:116.

    Article  Google Scholar 

  2. Fitchett DH, Udell JA, Inzucchi SE. Heart failure outcomes in clinical trials of glucose-lowering agents in patients with diabetes. Eur J Heart Fail. 2017;19:43–53.

    CAS  Article  Google Scholar 

  3. Petrie MC, Verma S, Docherty KF, Inzucchi SE, Anand I, Belohlávek J, Böhm M, Chiang CE, Chopra VK, de Boer RA, Desai AS, Diez M, Drozdz J, Dukát A, Ge J, Howlett J, Katova T, Kitakaze M, Ljungman CEA, Merkely B, Nicolau JC, O’Meara E, Vinh PN, Schou M, Tereshchenko S, Køber L, Kosiborod MN, Langkilde AM, Martinez FA, Ponikowski P, Sabatine MS, Sjöstrand M, Solomon SD, Johanson P, Greasley PJ, Boulton D, Bengtsson O, Jhund PS, McMurray JJV. Effect of dapagliflozin on worsening heart failure and cardiovascular death in patients with heart failure with and without diabetes. JAMA. 2020;323:1353–68.

    CAS  Article  Google Scholar 

  4. Kaku K, Lee J, Mattheus M, Kaspers S, George J, Woerle HJ, EMPA-REG OUTCOME® Investigators. Empagliflozin and cardiovascular outcomes in Asian patients with type 2 diabetes and established cardiovascular disease- results From EMPA-REG OUTCOME®. Circ J. 2017;81:227–34.

    CAS  Article  Google Scholar 

  5. Zelniker TA, Wiviott SD, Raz I, Im K, Goodrich EL, Bonaca MP, Mosenzon O, Kato ET, Cahn A, Furtado RHM, Bhatt DL, Leiter LA, McGuire DK, Wilding JPH, Sabatine MS. SGLT2 inhibitors for primary and secondary prevention of cardiovascular and renal outcomes in type 2 diabetes: a systematic review and meta-analysis of cardiovascular outcome trials. Lancet. 2019;393:31–9.

    CAS  Article  Google Scholar 

  6. Monteiro P, Bergenstal RM, Toural E, Inzucchi SE, Zinman B, Hantel S, Kiš SG, Kaspers S, George JT, Fitchett D. Efficacy and safety of empagliflozin in older patients in the EMPA-REG OUTCOME® trial. Age Ageing. 2019;48:859–66.

    Article  Google Scholar 

  7. Cahn A, Mosenzon O, Wiviott SD, Rozenberg A, Yanuv I, Goodrich EL, Murphy SA, Bhatt DL, Leiter LA, McGuire DK, Wilding JPH, Gause-Nilsson IAM, Fredriksson M, Johansson PA, Langkilde AM, Sabatine MS, Raz I. Efficacy and safety of dapagliflozin in the elderly: analysis from the DECLARE-TIMI 58 study. Diabetes Care. 2020;43:468–75.

    CAS  Article  Google Scholar 

  8. Giugliano D, Longo M, Maiorino MI, Bellastella G, Chiodini P, Solerte SB, Esposito K. Efficacy of SGLT-2 inhibitors in older adults with diabetes: systematic review with meta-analysis of cardiovascular outcome trials. Diabetes Res Clin Pract. 2020;162: 108114.

    CAS  Article  Google Scholar 

  9. Ide T, Kaku H, Matsushima S, Tohyama T, Enzan N, Funakoshi K, Sumita Y, Nakai M, Nishimura K, Miyamoto Y, Tsuchihashi-Makaya M, Hatano M, Komuro I, Tsutsui H, JROADHF Investigators. clinical characteristics and outcomes of hospitalized patients with heart failure from the large-scale Japanese Registry Of Acute Decompensated Heart Failure (JROADHF). Circ J. 2021;85:1438–50.

    Article  Google Scholar 

  10. Taylor CJ, Ordóñez-Mena JM, Jones NR, Roalfe AK, Lay-Flurrie S, Marshall T, Hobbs FDR. National trends in heart failure mortality in men and women, United Kingdom, 2000–2017. Eur J Heart Fail. 2021;23:3–12.

    Article  Google Scholar 

  11. Chamberlain AM, St Sauver JL, Gerber Y, Manemann SM, Boyd CM, Dunlay SM, Rocca WA, Finney Rutten LJ, Jiang R, Weston SA, Roger VL. Multimorbidity in heart failure: a community perspective. Am J Med. 2015;128:38–45.

    Article  Google Scholar 

  12. Yasunaga H. Real world data in Japan: chapter I NDB. Ann Clin Epidemiol. 2019;1:28–30.

    Article  Google Scholar 

  13. Kanaoka K, Soeda T, Terasaki S, Nishioka Y, Myojin T, Kubo S, Okada K, Noda T, Watanabe M, Kawakami R, Sakata Y, Imamura T, Saito Y. Current status and effect of outpatient cardiac rehabilitation after percutaneous coronary intervention in Japan. Circ Rep. 2021;3:122–30.

    Article  Google Scholar 

  14. Kubo S, Noda T, Myojin T, Nishioka Y, Higashino T, Matsui H, Kato G, Imamura T. National database of health insurance claims and specific health checkups of Japan (NDB): outline and patient-matching technique. Rxiv. 2018;10:8.

    Google Scholar 

  15. Sakai M, Ohtera S, Iwao T, Neff Y, Kato G, Takahashi Y, Nakayama T. Validation of claims data to identify death among aged persons utilizing enrollment data from health insurance unions. Environ Health Prev Med. 2019;24:63.

    CAS  Article  Google Scholar 

  16. Kosiborod M, Cavender MA, Fu AZ, Wilding JP, Khunti K, Holl RW, Norhammar A, Birkeland KI, Jørgensen ME, Thuresson M, Arya N, Bodegård J, Hammar N, Fenici P, CVD- REAL Investigators and Study Group. Lower Risk of Heart Failure and Death in Patients Initiated on Sodium-Glucose Cotransporter-2 Inhibitors Versus Other Glucose-Lowering Drugs: The CVD-REAL Study (Comparative Effectiveness of Cardiovascular Outcomes in New Users of Sodium-Glucose Cotransporter-2 Inhibitors). Circulation. 2017;136:249–59.

    CAS  Article  Google Scholar 

  17. Kosiborod M, Lam CSP, Kohsaka S, Kim DJ, Karasik A, Shaw J, Tangri N, Goh SY, Thuresson M, Chen H, Surmont F, Hammar N, Fenici P, CVD-REAL Investigators and Study Group. Cardiovascular events associated with SGLT-2 inhibitors versus other glucose-lowering drugs: the CVD-REAL 2 Study. J Am Coll Cardiol. 2018;71:2628–39.

    CAS  Article  Google Scholar 

  18. Zannad F, Ferreira JP, Pocock SJ, Anker SD, Butler J, Filippatos G, Brueckmann M, Ofstad AP, Pfarr E, Jamal W, Packer M. SGLT2 inhibitors in patients with heart failure with reduced ejection fraction: a meta-analysis of the EMPEROR-Reduced and DAPA-HF trials. Lancet. 2020;396:819–29.

    Article  Google Scholar 

  19. Anker SD, Butler J, Filippatos G, Ferreira JP, Bocchi E, Böhm M, Brunner-La Rocca HP, Choi DJ, Chopra V, Chuquiure-Valenzuela E, Giannetti N, Gomez-Mesa JE, Janssens S, Januzzi JL, Gonzalez-Juanatey JR, Merkely B, Nicholls SJ, Perrone SV, Piña IL, Ponikowski P, Senni M, Sim D, Spinar J, Squire I, Taddei S, Tsutsui H, Verma S, Vinereanu D, Zhang J, Carson P, Lam CSP, Marx N, Zeller C, Sattar N, Jamal W, Schnaidt S, Schnee JM, Brueckmann M, Pocock SJ, Zannad F, Packer M, EMPEROR-Preserved Trial Investigators. Empagliflozin in heart failure with a preserved ejection fraction. N Engl J Med. 2021;385:1451–61.

    CAS  Article  Google Scholar 

  20. Martinez FA, Serenelli M, Nicolau JC, Petrie MC, Chiang CE, Tereshchenko S, Solomon SD, Inzucchi SE, Køber L, Kosiborod MN, Ponikowski P, Sabatine MS, DeMets DL, Dutkiewicz-Piasecka M, Bengtsson O, Sjöstrand M, Langkilde AM, Jhund PS, McMurray JJV. Efficacy and safety of dapagliflozin in heart failure with reduced ejection fraction according to age: insights from DAPA-HF. Circulation. 2020;141:100–11.

    CAS  Article  Google Scholar 

  21. Rosenstock J, Perkovic V, Johansen OE, Cooper ME, Kahn SE, Marx N, Alexander JH, Pencina M, Toto RD, Wanner C, Zinman B, Woerle HJ, Baanstra D, Pfarr E, Schnaidt S, Meinicke T, George JT, von Eynatten M, McGuire DK, Investigators CARMELINA. Effect of Linagliptin vs Placebo on major cardiovascular events in adults with type 2 diabetes and high cardiovascular and renal risk: The CARMELINA Randomized Clinical Trial. JAMA. 2019;321:69–79.

    CAS  Article  Google Scholar 

  22. Sciacqua A, Succurro E, Armentaro G, Miceli S, Pastori D, Rengo G, Sesti G. Pharmacological treatment of type 2 diabetes in elderly patients with heart failure: randomized trials and beyond. Heart Fail Rev. 2021. https://doi.org/10.1007/s10741-021-10182-x.

    Article  PubMed  Google Scholar 

  23. Pasternak B, Ueda P, Eliasson B, Svensson AM, Franzén S, Gudbjörnsdottir S, Hveem K, Jonasson C, Wintzell V, Melbye M, Svanström H. Use of sodium glucose cotransporter 2 inhibitors and risk of major cardiovascular events and heart failure: Scandinavian register based cohort study. BMJ. 2019;366: l4772.

    Article  Google Scholar 

  24. Kohsaka S, Lam CSP, Kim DJ, Cavender MA, Norhammar A, Jørgensen ME, Birkeland KI, Holl RW, Franch-Nadal J, Tangri N, Shaw JE, Ilomäki J, Karasik A, Goh SY, Chiang CE, Thuresson M, Chen H, Wittbrodt E, Bodegård J, Surmont F, Fenici P, Kosiborod M, CVD-REAL 2 Investigators and Study Group. Risk of cardiovascular events and death associated with initiation of SGLT2 inhibitors compared with DPP-4 inhibitors: an analysis from the CVD-REAL 2 multinational cohort study. Lancet Diabetes Endocrinol. 2020;8:606–15.

    CAS  Article  Google Scholar 

  25. Han SJ, Ha KH, Lee N, Kim DJ. Effectiveness and safety of sodium-glucose co-transporter-2 inhibitors compared with dipeptidyl peptidase-4 inhibitors in older adults with type 2 diabetes: a nationwide population-based study. Diabetes Obes Metab. 2021;3:682–91.

    Article  Google Scholar 

  26. Fralick M, Colacci M, Thiruchelvam D, Gomes T, Redelmeier DA. Sodium-glucose co-transporter-2 inhibitors versus dipeptidyl peptidase-4 inhibitors and the risk of heart failure: a nationwide cohort study of older adults with diabetes mellitus. Diabetes Obes Metab. 2021;23:950–60.

    CAS  Article  Google Scholar 

  27. Butler J, Packer M, Filippatos G, Ferreira JP, Zeller C, Schnee J, Brueckmann M, Pocock SJ, Zannad F, Anker SD. Effect of empagliflozin in patients with heart failure across the spectrum of left ventricular ejection fraction. Eur Heart J. 2022;43:416–26.

    CAS  Article  Google Scholar 

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Acknowledgements

Not applicable.

Funding

This work was supported by Labor Research Grants from the Ministry of Health, Labour and Welfare of Japan (19FA1002 and 21FA1012).

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Authors and Affiliations

Authors

Contributions

Study concept and design: MN, YI, and KK Data curation: MN, KK, and Y Sumita Analysis and interpretation of data: MN, YI, and KK Contributed to the interpretation of the results: YN, TM, SK, KO, and TS Supervision: Y Sakata, TI, Y Saito, SY, and YM Writing—original draft: MN. Writing—reviewing and editing: Y.I. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Yoshitaka Iwanaga.

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Ethics approval and consent to participate

The study was conducted according to the 1964 Declaration of Helsinki and its later amendments. It was approved by the National Cerebral and Cardiovascular Center ethics committee (authorization number, R20110-2).

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The manuscript was approved by all authors for publication.

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The authors have no competing interests to declare.

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Supplementary Information

Additional file 1: Figure S1.

Kaplan–Meier analysis of all-cause readmission for SGLT2 and DPP4 inhibitor use at discharge in overall patients and in patients aged ≥75 years. Figure S2. Stratified analysis for all-cause readmission in the propensity-matched cohort. Table S1. Definition and codes used in baseline characteristics. Table S2. Univariate/multivariable multilevel logistic analysis for mortality and readmissions. Table S3. Baseline characteristics after propensity matching.

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Nakai, M., Iwanaga, Y., Kanaoka, K. et al. Contemporary use of SGLT2 inhibitors in heart failure patients with diabetes mellitus: a comparison of DPP4 inhibitors in a nationwide electric health database of the superaged society. Cardiovasc Diabetol 21, 157 (2022). https://doi.org/10.1186/s12933-022-01586-6

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Keywords

  • Diabetes mellitus
  • Nationwide Electric Health Database
  • One-year prognosis
  • An SGLT2 inhibitor
  • Superaged society