Evidence map›Paper›PMID 42098715›Full record

ArticleInternational journal for equity in health2026

Accelerated multimorbidity in early adulthood and long-term functional disability in later life: a life-course epidemiological study.

Yushan Du, Xiaohan Zhu, Mingxing Wang, Ziyi Ye, Wen Cui, Chao Guo

Abstract read
In one paragraph

Article in International journal for equity in 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.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

6 authors.

Yushan DuInstitute of Population Research, Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing, 100871, China.
Xiaohan ZhuInstitute of Population Research, Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing, 100871, China.
Mingxing WangInstitute of Population Research, Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing, 100871, China.
Ziyi YeInstitute of Population Research, Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing, 100871, China.
Wen CuiNational Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fu Wai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 167 North Lishi Road, Xicheng District, Beijing, 100037, China. FWHP_CW@163.com.
Chao GuoInstitute of Population Research, Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing, 100871, China. chaoguo@pku.edu.cn.

Funding

Cyrus Tang Foundation 050459Fundamental Research Funds for the Central Universities 7101303989
6 · The paper itself

Abstract

backgroundChronic somatic diseases (CSDs), particularly cardiometabolic diseases (CMDs) are recognized contributors to functional disability, yet limited evidence examines these associations by employing longitudinal approaches.

objectiveThis study aimed to investigate the association between early adulthood patterns of CMDs and other CSDs with the incidence and trajectories of later-life functional disability.

methodsData were drawn from the China Health and Retirement Longitudinal Study implemented during 2011-2020. Functional disability was measured by activities of daily living (ADL) and instrumental activities of daily living (IADL). Latent class trajectory modeling was used to identify 10-year trajectories of functional disability. Sequence analysis was used to cluster CSD patterns from ages 18 to 44 and time-dependent Cox proportional hazard models and logistical regressions were employed to detect the associations between early adulthood CSD patterns and the incident risk and longitudinal trajectory of functional disability in later life.

resultsAmong 7,077 participants, four distinct early adulthood disease patterns were identified: (I) "Long-term health," (II) "Long-term with a non-CMD CSD", (III) "Later fast transition to CMDs or non-CMD CSDs", and (IV) "Early transition to CMDs or multimorbidity". After adjusting for covariates, participants with a history of CSDs showed higher risks of functional disability.

conclusionThis study confirms that early adulthood patterns of CSDs are differentially associated with later-life functional disability, through the establishment of a lifespan-based disease-disability research framework and multi-disease trajectory modeling. Early diagnosis and interventions for CSDs are important to sustain functional function in aging. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Activities of Daily LivingMultimorbidityPersons with DisabilitiesAdolescentAdultAgedChinaChronic DiseaseEpidemiologic StudiesFemaleHumansLongitudinal StudiesMaleMiddle AgedProportional Hazards ModelsYoung AdultCardiometabolic diseasesChronic somatic diseaseDisabilityMultimorbidity

Identifiers

PMID42098715
PMCPMC13321730

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.