Evidence mapPaperPMID 40790608Full record

ArticleJournal of health, population, and nutrition2025

Independent associations of social determinants of health with mortality and added predictive value beyond life's essential 8.

Yuansong Zhuang, Xinlong Zhao, Siqi Tang, Yakun Zhao, Yanbo Liu, Yuxiong Chen, Yitao Han, Jinyan Lei, Zhongjie Fan

Abstract read
In one paragraph

Article in Journal of health, population, and nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Yuansong Zhuang *Department of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Dongcheng District, Beijing, 100730, China.
Xinlong Zhao *Department of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Dongcheng District, Beijing, 100730, China.
Siqi TangDepartment of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Dongcheng District, Beijing, 100730, China.
Yakun ZhaoDepartment of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Dongcheng District, Beijing, 100730, China.
Yanbo LiuDepartment of Healthcare, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Yuxiong ChenDepartment of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Dongcheng District, Beijing, 100730, China.
Yitao HanDepartment of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Dongcheng District, Beijing, 100730, China.
Jinyan LeiDepartment of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Dongcheng District, Beijing, 100730, China.
Zhongjie FanDepartment of Cardiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.1 Shuaifuyuan, Wangfujing, Dongcheng District, Beijing, 100730, China. Fanzhongjie@pumch.cn.

Funding

National High-Level Hospital Clinical Research Funding 2022-PUMCH-C-024National Natural Science Foundation 12126602Peking Union Medical College Hospital Talent Cultivation Program (Category D) UHB13025Postdoctoral Fellowship Program of China Postdoctoral Science Foundation GZC20230294
6 · The paper itself

Abstract

backgroundSocial Determinants of Health (SDoHs) exert their influence primarily through social structures and environmental conditions. However, limited evidence exists regarding which specific SDoHs are associated with all-cause and cardiovascular mortality, and whether incorporating SDoHs into the Life's Essential 8 (LE8) framework improves mortality prediction.

methodsData were analyzed from the 2005-2018 National Health and Nutrition Examination Survey (NHANES). Weighted Cox proportional hazards models were used to estimate associations between SDoHs and mortality. Additive interaction effects were quantified using the relative excess risk due to interaction (RERI). Predictive performance was assessed using continuous net reclassification improvement (NRI) and integrated discrimination improvement (IDI) for all-cause and cardiovascular mortality.

resultsAmong 22,938 participants, 2,344 all-cause deaths (7.29%) and 720 cardiovascular deaths (2.12%) were observed over a median follow-up of 7.83 years. Multivariable analyses revealed that unemployment (HR = 1.44, 95% CI: 1.25-1.66), low-income status (poverty-to-income ratio (PIR) < 1; HR = 1.75, 95% CI: 1.32-2.31), severe food insecurity (HR = 1.45, 95% CI: 1.19-1.78), and being unmarried or living alone (HR = 1.43, 95% CI: 1.28-1.59) were independent predictors of all-cause mortality (all P < 0.001). Low PIR (HR = 1.90, 95% CI: 1.21-2.97) and being unmarried or living alone (HR = 1.52, 95% CI: 1.26-1.85) were also significantly associated with cardiovascular mortality. Significant additive interactions were found between unemployment and low PIR (RERI = 0.90), food insecurity (RERI = 0.59), and unmarried or living alone (RERI = 0.37) for all-cause mortality. An additive interaction between low PIR and unmarried or living alone (RERI = 0.46) was observed for cardiovascular mortality. Including these SDoHs significantly improved 1-, 3-, 5-, and 10-year prediction of all-cause and cardiovascular mortality (NRI and IDI, all P < 0.05).

conclusionUnemployment, low PIR, severe food insecurity, and being unmarried or living alone were identified as independent predictors of increased all-cause mortality. Low PIR and being unmarried or living alone were also associated with cardiovascular mortality. Incorporating these SDoHs into the LE8 framework improved predictive performance for both mortality outcomes.

Indexed as

Cardiovascular DiseasesMortalitySocial Determinants of HealthAdultAgedCause of DeathFemaleHumansMaleMiddle AgedNutrition SurveysPovertyProportional Hazards ModelsRisk FactorsSocioeconomic FactorsUnemploymentHealth behaviorHealthy lifestyleMortalityNutrition surveysPrognosisPublic healthSocial determinants of health

Identifiers

PMID40790608
PMCPMC12341271

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.