Association between cardiovascular-kidney-metabolic syndrome stages and risk of all-cause mortality in U.S. adults: a cross-sectional survey based on NHANES

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Authors: Yuanze Du, Wenxue Sun, Jiaqi Zhang, Jinfeng Wang, Kai Deng, Xiaowei Qiao, Jie Zhang, Xiaofang Zhang, Yueyuan Li, Xinyu Zhang (14029), Xin Yang, Fangyu Cheng
+2 more Zongshuai Wang, Chunping Wang
Cited by: 1
References: 62

Abstract

BACKGROUND: Cardiovascular-Kidney-Metabolic (CKM) syndrome became the leading cause of death among U.S. adults in 2021. However, the relationship between different stages of CKM and the risk of all-cause mortality in the U.S. population remains unclear. METHODS: Data from NHANES 2005–2018 and the Public-use Linked Mortality Files (LMF) were utilized in this study. Kaplan–Meier survival curves were generated to estimate survival probabilities across five CKM stages (stages 0 to 4) and compared using the log-rank test. Hazard ratio (HR) and 95% confidence interval (95%CI) for all-cause mortality were estimated using Cox proportional hazards regression models. Stratified analyses were conducted to explore potential effect modifications by age, sex, education, smoking status, drinking status and the Poverty Income Ratio (PIR). RESULTS: A total of 4,376 all-cause deaths were recorded during a median follow-up period of 7.25 years (IQR: 6.92–7.67). The risk of all-cause mortality increased progressively with higher CKM syndrome stages (P < 0.001). After multivariate adjustment, the risk of all-cause mortality for CKM stages 1 through 4 was 1.05 (95% CI: 0.81–1.44), 1.98 (95% CI: 1.54–2.56), 3.09 (95% CI: 2.36–4.06), and 4.47 (95% CI: 3.47–5.76) times higher than that for CKM stage 0, respectively. Additionally, subgroup analyses revealed that the risk of all-cause mortality in CKM stage 4 was higher among individuals under 60 years of age, females, current smokers, current drinkers, those with less than a high school education, and those with a household poverty index below1.3. CONCLUSIONS: Studies have found that populations with more advanced CKM staging have a higher risk of all-cause mortality. These findings underscore the need for targeted public health strategies to reduce mortality risk associated with CKM syndrome.

Fields of Study & Subjects

Diabetes Cardiovascular Risks and Lipoproteins Chronic Kidney Disease and Diabetes Blood Pressure and Hypertension Studies

Publication details

Journal / source
BMC Cardiovascular Disorders
Publisher
Springer Science and Business Media LLC
Volume
26
Issue
1
Publication date
4 March 2026
Language
EN