Evidence map›Paper›PMID 41943950›Full record

ArticleEpidemiology and psychiatric sciences2026

The interplay of multimorbidity and depressive symptoms: mediation role of functional dependence.

Rui She, Haiyue Luo, Shanquan Chen, Fangfei Xiong, Karen P Y Liu, Marco Y C Pang

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Article in Epidemiology and psychiatric sciences, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Rui SheDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0002-8948-2792
Haiyue LuoDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China.
Shanquan ChenDivision of Community Medicine and Public Health Practice, School of Public Health, The University of Hong Kong, Hong Kong, China.
Fangfei XiongIndependent Scholar, Puyang, China.
Karen P Y LiuDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China.
Marco Y C PangDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveMental-physical multimorbidity is an emerging prevalent global health challenge. This study aims to examine reciprocal relationships between depressive symptoms and multimorbidity, with the mediation role of functional dependence in activities of daily living.

methodsData were derived from the China Health and Retirement Longitudinal Study, which included 11,572 Chinese residents aged 45 years and older, surveyed in 2011, 2013, 2015 and 2018. Depressive symptoms were assessed using the Chinese version of the Center for Epidemiologic Studies Depression Scale (CESD-10) at baseline and each follow-up survey. Multimorbidity was operationalized as the condition count and the patterns identified via exploratory factor analysis. Four-wave cross-lagged panel models (CLPM) with bootstrapping were employed to estimate the path coefficients and the mediation effect of functional dependence.

resultsMultimorbidity (cardiometabolic and respiratory-degenerative) and depressive symptoms exhibited bi-directional associations. Multimorbidity had a stronger impact on later depression (β: 0.042-0.130) than depression on multimorbidity (β: 0.005-0.064). Associations were stronger for respiratory-degenerative (β: 0.027-0.104) than cardiometabolic diseases (β: 0.005-0.065). Functional dependence partially mediated these links, with higher mediation for cardiometabolic (9-21%) than respiratory-degenerative diseases (4-6%). Additionally, some sex- and age-specific differences were identified in these dynamic associations.

conclusionsThe study revealed bi-directional links between multimorbidity and depressive symptoms among Chinese adults. Functional dependence was a significant pathway in the cycle of multimorbidity and depressive symptoms, especially for cardiometabolic diseases. These insights suggest that interventions aimed at preventing functional dependence may be beneficial in mitigating the risk of coexisting mental and physical disorders.

Indexed as

Activities of Daily LivingDepressionMultimorbidityAgedCardiovascular DiseasesChinaFemaleHumansLongitudinal StudiesMaleMiddle Agedbi-directional associationdepressive symptomsfunctional dependencemediationmultimorbidity

Identifiers

PMID41943950
PMCPMC13122540

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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.