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February 6, 2026European Heart Journal0 citations

Association of socioeconomic status with premature cardiovascular mortality and its metabolic mediators: evidence from a nationwide cohort study

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YWY I WuAcademy of Medical SciencesCWC H U N Q I WangChinese Academy of Medical Sciences & Peking Union Medical CollegeXLX I LiChinese Academy of Medical Sciences & Peking Union Medical College

Key Result

Lower individual socioeconomic status was significantly associated with an increased risk of premature cardiovascular disease mortality compared to high SES (HR 2.04; 95% CI 1.89-2.20).

Key Points

  • This study investigates the association between socioeconomic status and premature cardiovascular disease mortality, focusing on mediating factors.
  • Analyzed data from 1,702,767 participants aged 35-75 from the ChinaHEART study.
  • Assessed mortality through data linkage with the National Mortality Surveillance System.
  • Constructed socioeconomic status using latent class analysis, incorporating education, occupation, and income.
  • Employed Cox proportional hazards models to estimate hazard ratios for premature cardiovascular mortality.
  • Confirmed 15,272 cases of premature cardiovascular mortality during a median follow-up of 5.0 years.
  • Found individuals with low socioeconomic status had more than double the risk of premature cardiovascular mortality compared to high SES individuals (HR=2.04).
  • Observed a stronger association in participants aged over 60 years.
  • Identified hypertension, obesity, and unhealthy lifestyle factors as mediators; less physical activity had the strongest mediating effect.

Study Design

Type

Cohort (n=1,702,767)

Multicenter

Yes

Structured PICO

Does low individual socioeconomic status increase the risk of premature cardiovascular disease mortality in adults aged 35-75 years?

P
Population
1,702,767 participants aged 35-75 years from a nationwide cohort in China, followed for a median of 5.0 years to assess premature cardiovascular mortality.
E
Exposure
Low individual socioeconomic status (SES)
C
Comparator
High individual socioeconomic status (SES)
O
Outcome
Premature cardiovascular disease (CVD) mortalityhard clinical

Lower individual socioeconomic status is associated with a twofold increased risk of premature cardiovascular mortality, with hypertension, obesity, and unhealthy lifestyle behaviors acting as key mediators.

Main Result

Hazard Ratio: 2.04 (95% CI 1.89–2.2)

Abstract

Abstract Background Lower individual socioeconomic status (SES) is associated with an elevated risk of mortality. However, studies exploring its association with premature cardiovascular disease (CVD) mortality and the potential mediating mechanisms remain limited. Purpose To explore the association between individual SES and premature CVD mortality, examine its variations across different populations, and analyze the role of individual factors as potential mediators, as well as the population attributable fractions (PAF) for the identified mediation pathways. Methods Based on the ChinaHEART (Health Evaluation And risk Reduction through nationwide Teamwork), a nationwide, population-based cohort study, we collected 1,702,767 participants aged 35-75 years, selected as a representative sample of the entire cohort between November 2014 and December 2023, based on project ID numbers ending in 1, 3, 5, or 7. Mortality records were through a linkage of data with the National Mortality Surveillance System and Vital Registration. Individual comprehensive SES was constructed through latent class analysis by integrating education, occupation, and household income. The Cox proportional hazards model was used to estimate adjusted hazard ratios (HRs) and 95% confidence intervals (CIs), assessing the association between SES and the risk of premature cardiovascular disease mortality, as well as its variations across different populations. Furthermore, we explored the potential mediating role of various individual factors and calculated pathway-specific population attributable fractions (ps-PAFs)for the identified mediators. Results Among the 1,702,767 included participants with an average age of 56·2±10.0 years, 59·0% were female. During the follow-up with a median of 5·0 years, 15,272 premature CVD mortality cases were confirmed. Compared to individuals with high individual SES, those with low SES exhibited significantly associated with an increased risk of premature CVD mortality (HR=2.04, 95% CI: 1.89-2.20). A stronger association was observed among individuals aged over 60 years. The association between individual SES and premature CVD mortality was mediated by history of hypertension, obesity, and unhealthy lifestyle factors, with less physical activity demonstrating the strongest mediating effect. Among these mediating pathways, smoking accounted for the largest PAF. Conclusion The findings indicate that lower individual SES is significantly associated with an increased risk of premature CVD mortality, with a history of hypertension, obesity, and unhealthy lifestyle behaviors serving as mediators.

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Cite This Study

Wu et al. (2025) conducted a cohort in Premature cardiovascular disease (n=1,702,767). Low individual socioeconomic status (SES) vs. High individual SES was evaluated on Premature cardiovascular disease mortality (HR 2.04, 95% CI 1.89-2.20). Lower individual socioeconomic status was significantly associated with an increased risk of premature cardiovascular disease mortality compared to high SES (HR 2.04; 95% CI 1.89-2.20).

synapsesocial.com/papers/698585cb8f7c464f230097abhttps://doi.org/10.1093/eurheartj/ehaf784.3459
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