Evidence map›Paper›PMID 39849047›Full record

ArticleScientific reports2025

The longitudinal association between multiple cardiometabolic diseases, socioeconomic status, and depressive symptoms in China.

Dan Guo, Yanshang Wang, Yanan Zhao, Ruoxi Ding, Yanan Luo, Wanwei Dai, Ping He

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Observational
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  8. Article
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

7 authors.

Dan GuoDepartment of Scientific Research and Teaching, China Aerospace Science & Industry Corporation 731 Hospital, Beijing, 100074, China.
Yanshang WangSchool of Public Health, Peking University, Beijing, 100191, China.
Yanan ZhaoFaculty of Health and Wellness, City University of Macau, 999078, Macau SAR, China.
Ruoxi DingPeking University Sixth Hospital, Peking University Institute of Mental Health, National Health Commission Key Laboratory of Mental Health (Peking University, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), 100191, Beijing, China.
Yanan LuoDepartment of Global Health, School of Public Health, Peking University, 100191, Beijing, China.
Wanwei DaiPeking University the Third Hospital, No. 49 Huayuan North Road, Haidian District, 100191, Beijing, China. Dai_wanwei@163.com.
Ping HeCenter for Health Development Studies, Peking University, 100191, Beijing, China. phe@pku.edu.cn.

Funding

the Major Project of the National Social Science Fund of China 21&ZD187the Project of the Beijing Municipal Science & Technology Commission 21I10124
6 · The paper itself

Abstract

The aim of this study is to investigate the effect of cardiometabolic diseases (CMDs) on the development of depressive symptoms and to determine whether socioeconomic status (SES) moderates this effect. A total of 6,455 individual free from depressive symptoms were selected from the China Health and Retirement Longitudinal Study (CHARLS). CMDs and SES were self-reported. Depressive symptoms were assessed using the Center for Epidemiologic Studies Depression Scale (CESD-10). Cox proportional hazards regression models were employed to examine the association between baseline CMDs and subsequent depressive symptoms. Stratified analysis were conducted to explore the moderating effect of SES on this association.Participants with any CMDs exhibited a higher risk of developing depressive symptoms compared to those without CMDs, with a hazard ratio (HR) of 1.10 (95% CI: 1.01, 1.20). Individuals with one CMD (HR = 1.08, 95% CI: 1.00, 1.20) or cardiometabolic multimorbidity (HR = 1.13, 95% CI: 1.02, 1.26) also demonstrated an increased risk. The effect of CMDs on depressive symptoms was observed primarily in adults aged 60 years and older with lower education attainment (HR = 1.28, 95%CI: 1.12, 1.46), lower income (HR = 1.29, 95%CI: 1.11, 1.50) and rural residency (HR = 1.29, 95%CI: 1.12,1.51). These findings emphasize the importance of closely monitoring the mental status of patients with CMDs and considering routine screening and evaluation for depressive symptoms, especially in individuals with low SES.

Indexed as

Cardiovascular DiseasesDepressionSocial ClassAgedChinaFemaleHumansLongitudinal StudiesMaleMiddle AgedProportional Hazards ModelsRisk FactorsCardiometabolic diseasesCardiometabolic multimorbidityDepressive symptomsMiddle-aged and older adultsSocioeconomic status

Identifiers

PMID39849047
PMCPMC11758380

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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 OpenQuestion graph.