Evidence mapPaperPMID 42450906Full record

ArticleHealthcare (Basel, Switzerland)2026

Trajectories of Frailty and Depression and Their Associations with the Risk of Gastrointestinal and Liver Disease: Findings from China Health and Retirement Longitudinal Study and Validation of Survey of Health, Aging and Retirement in Europe.

Mingyan Li, Zhenhua Wang

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 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

2 authors.

Mingyan LiDivision of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145 Middle Shandong Road, Shanghai 200001, China.ORCID 0009-0001-8492-2509
Zhenhua WangDivision of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145 Middle Shandong Road, Shanghai 200001, China.ORCID 0000-0003-3386-7711

Funding

National Natural Science Foundation of China No. 82270550
6 · The paper itself

Abstract

backgroundEvidence of the relationship between frailty and depression trajectories and digestive disease in real-world populations remains insufficient. Investigating the long-term dynamic effects of frailty and depression may provide valuable insights for clinical intervention and the precise classification of risk factors for gastrointestinal or liver disease. In the study, we aimed to elucidate the aforementioned association among two representative cohorts.

methodsThe CHARLS dataset represents a cohort of 10,303 participants over 40 years of age in China, with a follow-up period from 2011 to 2018. First, a group-based trajectory modeling method was used to identify combined trajectories of frailty and depression over a 7-year follow-up period. Frailty was assessed using the frailty index, while depression was measured using CESD10 scores. Binary logistic models and discrete survival models were applied to explore the associations between combined frailty-depression trajectories and the outcomes of gastrointestinal or liver diseases. Second, after excluding participants with baseline gastrointestinal or liver diseases, a binary logistic regression model was used to analyze the association between baseline frailty and depression and disease outcomes, with the results presented as odds ratios (ORs) and 95% confidence intervals (CIs). Third, Cox proportional hazards models with restricted cubic splines were applied to estimate the association between the baseline frailty index or CESD 10 scores and disease risk, with the results expressed as hazard ratios (HRs) and 95% confidence intervals (CIs). Comprehensive sensitivity analyses and subgroup stratifications supported the findings. The SHARE dataset was used as validation to prove the reliability of the conclusions. The SHARE cohort comprises 5834 participants 40 years of age and older in Europe, with a follow-up period from 2011 to 2017, and uses the frailty index to assess frailty and the EURO-D scale to assess depression. A binary logistic regression model was used to analyze the association between the trajectory groups and disease outcomes after excluding participants with baseline gastrointestinal diseases, with the results presented as odds ratios (ORs) and 95% confidence intervals (CIs).

resultsThree distinct combined trajectories were identified in the CHARLS cohort: G1 (59.7%), stable and robust with no depression; G2 (31.5%), moderate persistent frailty and depression; and G3 (8.8%), escalating frailty and high depression. In the fully adjusted binary model, compared with G1, the risk of gastrointestinal disease was elevated in G2 (OR = 1.94, 95% CI: 1.67-2.24) and G3 (OR = 2.73, 95% CI: 2.12-3.53). Similarly, the risk of liver disease was evidently elevated in G2 (OR = 1.72, 95% CI: 1.38-2.13) and G3 (OR = 3.44, 95% CI: 2.50-4.75). The SHARE findings were consistent with those from CHARLS, with three similar trajectory groups identified in the SHARE cohort. Compared with G1, the risk of gastrointestinal disease was evidently elevated in G2 (OR = 2.035, 95% CI: 1.359, 3.048) and G3 (OR = 4.588, 95% CI: 2.561, 8.218) in the fully adjusted model.

conclusionsTrajectories of frailty and depression were significantly correlated with increased occurrence of gastrointestinal and liver disease, with the results remaining robust across various sensitivity analyses and external cohort validations. A limitation of this study is that the outcome measures are based on self-reported data, which may be subject to measurement bias. These findings highlight the importance of sustained integrated physical-mental approaches and precise psychological screening and classification for the prevention and treatment of gastrointestinal and liver disease.

Indexed as

depressionfrailtygastrointestinal diseaseliver disease

Identifiers

PMID42450906
PMCPMC13362453

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.