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March 7, 2026BMC Cardiovascular Disorders1 citationsOpen Access

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

YDYuanze DuWSWenxue SunJZJiaqi Zhang

Key Result

Higher CKM syndrome stages were associated with increased all-cause mortality risk; stage 4 had a 4.77-fold higher risk compared to stage 0 in U.S. adults over median 7.25 years.

Key Points

  • This research aims to clarify the relationship between stages of cardiovascular-kidney-metabolic syndrome and all-cause mortality risk in U.S. adults.
  • Analyzed NHANES 2005–2018 data and Linked Mortality Files.
  • Generated Kaplan–Meier survival curves for CKM stages 0 to 4.
  • Employed Cox proportional hazards regression models to estimate hazard ratios for mortality.
  • Conducted stratified analyses by age, sex, education, smoking and drinking status, and Poverty Income Ratio.
  • Identified 4,376 all-cause deaths over a median follow-up of 7.25 years.
  • Found a progressive increase in mortality risk with higher CKM stages (P < 0.001).
  • Estimated hazard ratios for CKM stages 1 to 4 as 1.05, 1.98, 3.09, and 4.47 times higher than stage 0, respectively.
  • Subgroup analyses indicated higher mortality risk for CKM stage 4 especially in individuals under 60 and those with lower education and income.

Study Design

Type

Cross-Sectional (n=38,397)

Multicenter

Yes

Structured PICO

Does advanced Cardiovascular-Kidney-Metabolic (CKM) syndrome stage increase the risk of all-cause mortality in U.S. adults?

P
Population
38,397 U.S. adults aged 20 years and older (excluding pregnant women) from NHANES 2005-2018 who underwent both physical and laboratory measurements
I
Intervention
Cardiovascular-Kidney-Metabolic (CKM) syndrome stages 1 through 4
C
Comparator
CKM stage 0 (no CKD risk factors, such as hypertension)
O
Outcome
All-cause mortalityhard clinical

Higher stages of Cardiovascular-Kidney-Metabolic (CKM) syndrome are progressively associated with a significantly increased risk of all-cause mortality in U.S. adults.

Main Result

Effect estimate: HR 1.05 (stage 1), HR 1.98 (stage 2), HR 3.09 (stage 3), HR 4.77 (stage 4) compared to stage 0 (95% CI 95% CI: stage 1 (0.81–1.44), stage 2 (1.54–2.56), stage 3 (2.36–4.06), stage 4 (3.47–5.76))

p-value: p=<0.001

Limitations

  • Cross-sectional design limits causal inference between CKM stages and mortality
  • Potential residual confounding despite multivariate adjustments
  • CKM staging based on NHANES criteria may have classification limitations
  • Findings may not extrapolate beyond noninstitutionalized U.S. adult population
  • cross-sectional study cannot establish causal relationships
  • diagnosis of CKM syndrome is based on self-reported data from NHANES participants
  • possibility of residual confounding
  • absence of long-term follow-up data

Abstract

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. 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). 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. 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.

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Cite This Study

Du et al. (2026) conducted a cross-sectional in U.S. adults aged 20 years and older with varying stages of Cardiovascular-Kidney-Metabolic (CKM) syndrome (n=38,397). CKM syndrome stage classification (stages 0 to 4) vs. CKM stage 0 (reference) was evaluated on All-cause mortality (HR 1.05 (stage 1), HR 1.98 (stage 2), HR 3.09 (stage 3), HR 4.77 (stage 4) compared to stage 0, 95% CI 95% CI: stage 1 (0.81–1.44), stage 2 (1.54–2.56), stage 3 (2.36–4.06), stage 4 (3.47–5.76), p=<0.001). Higher CKM syndrome stages were associated with increased all-cause mortality risk; stage 4 had a 4.77-fold higher risk compared to stage 0 in U.S. adults over median 7.25 years.

synapsesocial.com/papers/69abc0de5af8044f7a4e98d1https://doi.org/10.1186/s12872-026-05690-3
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