Evidence map›Paper›PMID 42825401›Full record

ArticleJournal of global health2026

Association of long-term depressive burden with incident cardiometabolic multimorbidity: a prospective study in middle-aged and older adults across three continents.

Menghan Yao, Ziliang Zhang, Jiali Zhang, Meihao Wu, Dongyao Zhao, Fuyuan Wang, Yongxin Han, Yudong Miao, Guoguo Jin, Tao Li and 2 more

Abstract read
In one paragraph

Article in Journal of global health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Menghan Yao *Henan Key Laboratory of Chronic Disease Health Management, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Ziliang Zhang *Henan Key Laboratory of Chronic Disease Health Management, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Jiali ZhangDepartment of Healthy Management Center, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Meihao WuDepartment of Healthy Management Center, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Dongyao ZhaoDepartment of Healthy Management Center, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Fuyuan WangDepartment of Medical Laboratory, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Yongxin HanCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Yudong MiaoCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Guoguo JinHenan Key Laboratory of Chronic Disease Health Management, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Tao LiHenan Key Laboratory of Chronic Disease Health Management, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Hao LiHenan Key Laboratory of Chronic Disease Health Management, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.
Zhiping GuoHenan Key Laboratory of Chronic Disease Health Management, Fuwai Central China Cardiovascular Hospital, Henan Cardiovascular Disease Center (Central China Subcenter of National Center for Cardiovascular Diseases), Central China Fuwai Hospital of Zhengzhou University, Henan Provincial Cardiovascular Hospital, Zhengzhou, China.

Funding

HRS Yrs29-34: Y33 SSA CoFundingU01AG009740 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jessica Faul, KENNETH M LANGA · 1990 to 2026
$555.8M
Integrting Information About Aging SurveysR01AG030153 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Sara Adar, Alden L. Gross · 2007 to 2026
$41.7M
China Health and Retirement Longitudinal StudyR01AG037031 · NIA · PEKING UNIVERSITY · PI STRAUSS, JOHN A, WANG, YAFENG · 2010 to 2024
$15.1M
Mega Meta Data Set of the Health and Retirement Surveys Around the WorldRC2AG036619 · NIA · RAND CORPORATION · PI KAPTEYN, ARIE · 2009 to 2010
$2.0M
Biomarkers in the China Health and Retirement Longitudinal StudyR21AG033675 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CRIMMINS, EILEEN M, STRAUSS, JOHN A · 2009 to 2010
$369k
China Health and Retirement Longitudinal Study - PilotR21AG031372 · NIA · PEKING UNIVERSITY · PI ZHAO, YAOHUI · 2007 to 2008
$273k
Archiving & Creating User Friendly Data: the Longitudinal Aging Survey in IndiaR03AG043052 · NIA · RAND CORPORATION · PI LEE, JINKOOK · 2012 to 2012
$95k
NIA NIH HHS R01 AG030153NIA NIH HHS R01 AG037031NIA NIH HHS R03 AG043052NIA NIH HHS R21 AG031372NIA NIH HHS R21 AG033675NIA NIH HHS RC2 AG036619NIA NIH HHS U01 AG009740
6 · The paper itself

Abstract

Background: Cardiometabolic multimorbidity (CMM) is a growing concern as global population ages. Although baseline depression is a recognised risk factor for chronic diseases, the dynamic and cumulative effect of depression on CMM remains unclear. We aimed to evaluate the longitudinal association between long-term depressive burden and the risk of incident CMM. Methods: This study included 51,416 participants from three large prospective cohorts conducted in China, the USA, and Europe. Incident CMM was defined as co-occurrence of two or more of heart disease, stroke, and diabetes. Long-term depressive burden was assessed by changes in depression and cumulative depressive scores during baseline and first follow-up assessments. Cox proportional hazards model, adjusted for sociodemographic, health status, and lifestyle behaviour factors, was performed to assess incident CMM associated with long-term depressive burden. Subgroup analyses by age and sex were further conducted to evaluate potential effect modification. Results: During the follow-up period, a total of 2,689 incident CMM cases were documented: 238 in China (average follow-up = 7.61 ± 2.18 years), 829 in the USA (6.81 ± 1.89 years), and 1,622 in Europe (6.00 ± 2.20 years). Depression progression was associated with elevated risks of incident CMM in China (hazard ratio (HR) = 1.474; 95% confidence interval (CI) = 1.002-2.168), the USA (HR = 1.325; 95% CI = 1.006-1.744), and Europe (HR = 1.456; 95% CI = 1.258-1.686). Conversely, depression remission correlated with a reduced risk in China (HR = 0.558; 95% CI = 0.357-0.874) and Europe (HR = 0.764; 95% CI = 0.633-0.923). The CMM risk increased with each SD increase in cumulative depressive scores. Sex was found to modify these associations in the USA and Europe, with a more pronounced impact in females. Conclusions: Severe long-term depressive burden is associated with a higher risk of incident CMM, whereas remission from depression correlates with a relatively lower risk. These findings suggest that tracking the longitudinal dynamics of depression may serve as a valuable indicator for identifying individuals at an elevated risk of incident CMM.

Indexed as

Cardiovascular DiseasesDepressionDiabetes MellitusHeart DiseasesMultimorbidityStrokeAgedChinaEuropeFemaleHumansIncidenceMaleMiddle AgedProspective StudiesRisk Factorsageing populationscardiometabolic multimorbiditychanges in depressioncumulative depressive symptoms

Identifiers

PMID42825401
PMCPMC13631972

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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.