Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2023 Oct 24;15(1):210.
doi: 10.1186/s13098-023-01165-z.

Association of frailty index with congestive heart failure, all-cause and cardiovascular mortality among individuals with type 2 diabetes: a study from National Health and Nutrition Examination Surveys (NHANES), 1999-2018

Affiliations

Association of frailty index with congestive heart failure, all-cause and cardiovascular mortality among individuals with type 2 diabetes: a study from National Health and Nutrition Examination Surveys (NHANES), 1999-2018

Yu-Nan Qin et al. Diabetol Metab Syndr. .

Abstract

Background: Both type 2 diabetes mellitus (T2DM) and frailty are strongly associated with congestive heart failure (CHF). Individuals with T2DM and CHF have a high frailty burden. The association of frailty with HF, all-cause, and cardiovascular mortality in patients with T2DM has not been thoroughly explored.

Methods: This study included 2894 adults with T2DM from the National Health and Nutrition Examination Survey (NHANES) database over ten cycles (1999-2018) and followed up for all-cause and cardiovascular mortality through 31 December 2019. The frailty index (FI) was calculated using a 46-item deficit model to assess frailty status. Weighted multivariable logistic regression was performed to explore the relationship between frailty and CHF in patients with T2DM. Weighted restricted cubic splines were used to evaluate the non-linear relationship between FI and outcome. All-cause mortality and cardiovascular mortality association with FI was assessed using the Kaplan-Meier curve and COX proportional hazards regression accounting for sampling weights. Subgroup and sensitivity analyses were performed to evaluate the robustness of the results.

Results: After the adjustment of essential confounders, a higher frailty index in T2DM was associated with increased odds of CHF (odds ratio [OR] for per 1-SD increase, 2.02, 95% confidence interval [CI] 1.67-2.45; P < 0.0001). The presence of frailty T2DM (OR, 3.60; 95% CI 2.34-5.54; P < 0.0001) was associated with a significant increase in the prevalence of CHF compared to non-frailty T2DM in a fully adjusted model. During the median follow-up of 6.75 years, per 1-SD increase in FI was associated with a 41% higher risk of all-cause mortality and a 30% higher risk of cardiovascular mortality after being adjusted for all confounders. Similar results were observed when sensitivity analyses were performed. There was also a non-linear relationship between FI and all-cause mortality. In a weighted multivariate COX proportional model adjusted for full confounders, frailty T2DM increased all-cause (HR, 1.86; 95% CI 1.55-2.24; P < 0.0001) and cardiovascular (HR 1.66; 95% CI 1.18-2.33; P = 0.003) mortality and compared to non-frailty T2DM. The positive association of frailty index and all-cause mortality was only in participants without CHF. The positive association of frailty index and cardiovascular mortality was only in non-anti-diabetic drug users.

Conclusions: Frailty index in T2DM was positively associated with CHF in linear fashions. The Frailty index was positively correlated with all-cause and cardiovascular death in patients with T2DM. Frailty T2DM was positively associated with CHF, all-cause mortality, and cardiovascular mortality compared to non-frailty T2DM. Promoting frailty measurement and management in T2DM may be beneficial to reduce the burden of CHF and mortality.

Keywords: Congestive heart failure; Diabetes; Frailty index; Mortality.

PubMed Disclaimer

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential competing interests.

Figures

Fig. 1
Fig. 1
The flow chart of participants selection
Fig. 2
Fig. 2
Restricted cubic spline plot of the association of FI with CHF. FI, Frailty index
Fig. 3
Fig. 3
Forest plot of subgroup analysis for association of A FI and CHF, B frailty and CHF compared to non-frailty
Fig. 4
Fig. 4
Kaplan–Meier curves of all-cause mortality and cardiovascular mortality based on FI. A Kaplan–Meier curves of all-cause mortality categorized by FI; B Kaplan–Meier curves of cardiovascular mortality categorized by FI
Fig. 5
Fig. 5
Restricted cubic spline plots of the association of FI with A all-cause mortality and B cardiovascular mortality. The results were adjusted for all covariates. FI, Frailty index
Fig. 6
Fig. 6
Forest plot of subgroup analysis of frailty index for A all-cause and B cardiovascular mortality
Fig. 7
Fig. 7
Forest plot of subgroup analysis for risk of A all-cause and B cardiovascular mortality in frailty compared to non-frailty

Similar articles

Cited by

References

    1. Rawshani A, Rawshani A, Franzén S, Eliasson B, Svensson AM, Miftaraj M, et al. Mortality and cardiovascular disease in type 1 and type 2 diabetes. N Engl J Med. 2017;376(15):1407–1418. doi: 10.1056/NEJMoa1608664. - DOI - PubMed
    1. Ahmad E, Lim S, Lamptey R, Webb DR, Davies MJ. Type 2 diabetes. Lancet. 2022;400(10365):1803–1820. - PubMed
    1. Pop-Busui R, Januzzi JL, Bruemmer D, Butalia S, Green JB, Horton WB, et al. Heart failure: an underappreciated complication of diabetes. A consensus report of the American diabetes association. Diabetes Care. 2022;45(7):1670–1690. - PMC - PubMed
    1. Ferreira JP, Vasques-Nóvoa F, Ferrão D, Saraiva F, Falcão-Pires I, Neves JS, et al. Fenofibrate and heart failure outcomes in patients with type 2 diabetes: analysis from ACCORD. Diabetes Care. 2022;45(7):1584–1591. - PMC - PubMed
    1. Ritchie RH, Abel ED. Basic mechanisms of diabetic heart disease. Circ Res. 2020;126(11):1501–1525. - PMC - PubMed