Evidence map›Paper›PMID 42094036›Full record

ArticleDiabetes, metabolic syndrome and obesity : targets and therapy2026

Metabolic Multimorbidity and Risk of All-Cause and Cause-Specific Mortality: A Retrospective Cohort Study of 123,791 Chinese Adults.

Xianhui Ran, Zhiyuan Fan, Na Wang, Tianyi Zhao, Hui Li, Xiao Liu, Enying Gong, Shuanghua Xie, Beiyao Gao, Lan An and 3 more

Abstract read
In one paragraph

Article in Diabetes, metabolic syndrome and obesity : targets and therapy, 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

13 authors.

Xianhui Ran *Health Checkup Center, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Zhiyuan Fan *Health Checkup Center, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Na Wang *Health Checkup Center, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Tianyi ZhaoHealth Checkup Center, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Hui LiHealth Checkup Center, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Xiao LiuDepartment of Pharmacy, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Enying GongSchool of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China.
Shuanghua XieDepartment of Central Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, People's Republic of China.
Beiyao GaoDepartment of Rehabilitation Medicine, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Lan AnScientific Research Department, Peking Union Medical College Hospital & Chinese Academy of Medical Sciences, Beijing, People's Republic of China.
Gang ChenHealth Checkup Center, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Xiao MaHealth Checkup Center, China-Japan Friendship Hospital, Beijing, People's Republic of China.
Chen WangSchool of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aim: Metabolic diseases are increasingly prevalent worldwide and often coexist. However, the patterns of metabolic multimorbidity and their long-term associations with mortality remain poorly understood. This study aimed to characterize these patterns and evaluate their associations with all-cause and cause-specific mortality. Methods: This retrospective cohort study included 123,791 adults aged 25-74 years who underwent health examinations at a large medical center in northern China between 2015 and 2022. Five metabolic diseases were assessed: diabetes, hypertension, dyslipidemia, nonalcoholic fatty liver disease, and obesity. Metabolic multimorbidity was defined as the coexistence of two or more of these conditions. Cox proportional hazards models were used to estimate associations with all-cause, cardiovascular, and cancer mortality. Results: Among 123,791 participants (mean [SD] age, 41.3 [11.9] years; 50.8% male), 38,945 (31.5%) had metabolic multimorbidity. Prevalence was higher in men than in women (46.1% vs. 16.4%; Conclusion: Metabolic multimorbidity was highly prevalent and exhibited distinct age- and sex-related patterns, with a graded association with mortality risk. These findings may reflect shared pathophysiological mechanisms and support integrated, sex-specific strategies to mitigate the growing metabolic burden.

Indexed as

cause-specific mortalitymetabolic diseasesmetabolic multimorbidityretrospective cohort

Identifiers

PMID42094036
PMCPMC13142713

What Socratic holds

Textmetadata
LicenceCC BY-NC
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.