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April 15, 2026Cardiology Research and Practice0 citationsOpen Access

Association Between Socioeconomic Status and Mortality Risk in CKM Stage 0–3 Patients: Analysis of Inflammatory Mediation

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WDWenlong DingFSFachao ShiLFLei Fang

Key Result

High socioeconomic status was associated with a lower risk of all-cause mortality (HR 0.57; 95% CI 0.47-0.69) compared to low socioeconomic status in patients with CKM stages 0-3.

Key Points

  • This research investigates the impact of socioeconomic status on all-cause and cardiovascular mortality in CKM syndrome patients stages 0-3, focusing on the role of systemic inflammation.
  • Utilized a nationally representative database from NHANES (1999-2018)
  • Defined SES using the family income-to-poverty ratio
  • Employed weighted multivariable Cox regression and mediation analysis
  • Conducted subgroup and sensitivity analyses
  • Followed 15,623 participants for an average of 115 months
  • Significant reductions in all-cause mortality risk with higher PIR (HR = 0.88)
  • High SES participants had lower mortality risks (all-cause HR = 0.57, cardiovascular HR = 0.50)
  • SIRI mediated over 63% of the SES and all-cause mortality relationship

Study Design

Type

Observational (n=15,623)

Multicenter

Yes

Structured PICO

Does higher socioeconomic status reduce all-cause and cardiovascular mortality in adults with CKM stages 0-3?

P
Population
15,623 adults from the U.S. NHANES database (1999-2018) meeting classification criteria for cardiovascular-kidney-metabolic (CKM) syndrome stages 0-3
I
Intervention
High socioeconomic status (SES), defined by stratified family income-to-poverty ratio (PIR)
C
Comparator
Low socioeconomic status (SES)
O
Outcome
All-cause and cardiovascular mortalityhard clinical

Higher socioeconomic status is associated with significantly lower all-cause and cardiovascular mortality in patients with CKM stages 0-3, an effect largely mediated by systemic inflammation.

Main Result

Effect estimate: HR 0.57 (95% CI 0.47-0.69)

Abstract

Objective This study aimed to investigate whether socioeconomic status (SES) influences the risk of all‐cause and cardiovascular mortality among patients with cardiovascular–kidney–metabolic (CKM) syndrome stages 0–3 through the systemic inflammation response index (SIRI). The investigation utilized a nationally representative sample from the U.S. National Health and Nutrition Examination Survey (NHANES) database and employed mediation analysis for systematic assessment. Methods Data were derived from NHANES surveys conducted between 1999 and 2018, enrolling adults who met the classification criteria for CKM stages 0–3. SES was defined by the stratified family income‐to‐poverty ratio (PIR), with SIRI serving as the mediator. The primary outcomes were all‐cause and cardiovascular mortality. Methodological approaches included weighted multivariable Cox regression, subgroup analyses, sensitivity analyses, and bootstrap‐based mediation analysis. Results The study included 15,623 participants who were followed for a mean duration of 115 months, during which 1788 all‐cause deaths and 405 cardiovascular deaths were recorded. After comprehensive adjustment for potential confounders, each unit increase in PIR was associated with a significantly reduced risk of all‐cause mortality (HR = 0.88, 95% CI: 0.84–0.92) and cardiovascular mortality (HR = 0.85, 95% CI: 0.77–0.95). Participants in the high SES group demonstrated substantially lower risks for both all‐cause mortality (HR = 0.57, 95% CI: 0.47–0.69) and cardiovascular mortality (HR = 0.50, 95% CI: 0.34–0.73) compared to their low SES counterparts. Notably, mediation analysis revealed that SIRI accounted for 63.67% of the association between SES and all‐cause mortality, and 60.45% of the association between SES and cardiovascular mortality after full adjustment for confounding variables. Conclusion SES significantly impacts the risk of all‐cause and cardiovascular mortality among patients with CKM stages 0–3, with a substantial portion of this effect mediated through systemic inflammation as measured by SIRI. These findings suggest that comprehensive interventions targeting both socioeconomic conditions and chronic inflammation may effectively enhance long‐term health outcomes in this vulnerable population.

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Cite This Study

Ding et al. (2026) conducted an observational in Cardiovascular-kidney-metabolic (CKM) syndrome stages 0-3 (n=15,623). High socioeconomic status vs. Low socioeconomic status was evaluated on All-cause mortality (HR 0.57, 95% CI 0.47-0.69). High socioeconomic status was associated with a lower risk of all-cause mortality (HR 0.57; 95% CI 0.47-0.69) compared to low socioeconomic status in patients with CKM stages 0-3.

synapsesocial.com/papers/69df2abce4eeef8a2a6afb68https://doi.org/10.1155/crp/8849559
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