Evidence map›Paper›PMID 41606076›Full record

Observational studyScientific reports2026

Lipid metabolism and gallstone disease risk: a multicenter study.

Yi Jiang, Chunlan Wang, Yanmei Lou, Xianyan Zhang, Menglin He, Xuan Bai, Jing Luo, Wenqian Yu, Guoheng Jiang, Hongyu Li and 9 more

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

19 authors.

Yi JiangDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Chunlan WangDepartment of Health Examination Center, Bishan Hospital of Chongqing Medical University, Chongqing, 402760, China.
Yanmei LouDepartment of Health Management, Beijing Xiaotangshan Hospital, Beijing, 102211, China.
Xianyan ZhangDepartment of Health Examination Center, West China School of Public Health and West China Fourth Hospital, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Menglin HeDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Xuan BaiDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Jing LuoDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Wenqian YuDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Guoheng JiangDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Hongyu LiDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Xin WangDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Yiting XuDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Linjun XieDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Guangcan LiDepartment of Pharmacy, The People's Hospital of Kaizhou District, Chongqing, 405400, China.
Xuefeng ShanDepartment of Health Examination Center, Bishan Hospital of Chongqing Medical University, Chongqing, 402760, China.
Yang YangDepartment of Health Examination Center, Jinshan Hospital, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Ling ZhangDepartment of Health Management Center, Ya'an People's Hospital, No. 9, Ankang Road, Yucheng District, Ya'an, 625000, China. 769140374@qq.com.
Fei LiDepartment of Pharmacy, Qianjiang Central Hospital, Chongqing, China.
Xin WangDepartment of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, South Renmin Road, Wuhou District, Chengdu, 610041, China. wangxinmarine@126.com.

Funding

d Medical Research Project of Chengdu City 2025129Medical Youth Innovation research project of Sichuan Province Q21016National Natural Science Foundation of China 81903398Natural Science Foundation of Sichuan (2023NSFSC1927), "From 0 to 1" Innovation Project, Sichuan University 2023SCUH0026Research Project on High- Quality Development of 364 Clinical Nutrition Work 2025-3-Y-15Sichuan Provincial Science and Technology Department 2023 Central Guide Local Project 2023ZYD0097The research start- up fund for the introduction of talents of Sichuan University YJ2021112the Sichuan Health Commission's Popularization 363 and Application Project No.2025- 2401the Sichuan Tianfu Emei 362 Plan for Young Talents No.Emei-1841
6 · The paper itself

Abstract

This study aimed to explore the associations between various lipid parameters and the risk of gallstone disease (GSD). A multicenter cross-sectional study was conducted to explore the associations between nine lipid parameters and the risk of GSD. Multivariable logistic regression models, adjusted for covariates, were employed to evaluate these associations. Stratified analyses by age and sex were performed to assess population-specific effects. Data from multiple centers were integrated using meta-analysis to generate pooled odds ratios with 95% confidence intervals. Trial Sequential Analysis (TSA) was implemented to determine the sufficiency of the sample size and the robustness of the associations under cumulative evidence conditions. This multicenter study included 580,935 participants, with a GSD prevalence of 7.43%. After adjusting for covariables, the combined multi-center results showed that total cholesterol, high-density and low-density lipoprotein cholesterol, and non-HDL cholesterol were negatively associated with GSD risk. In contrast, the Castelli risk index I and II, atherogenic coefficient, and atherogenic index of plasma were positively associated with the risk of GSD. Subgroup analyses and sensitivity analyses yielded consistent results. Stratified analysis revealed distinct lipid-gallstone associations between people with cholecystectomy and gallbladder stones. TSA revealed that the required amount of information has been achieved, and the results are conclusive. This study suggests significant associations between lipid metabolism and the risk of GSD. There are differences in the relationship between blood lipid indexes and cholecystectomy and gallstones. These findings not only enhance our understanding of the relationship between lipid metabolism and GSD but also provide a novel perspective for risk assessment and prevention strategies.

Indexed as

GallstonesLipid MetabolismAdultAgedCross-Sectional StudiesFemaleHumansLipidsMaleMiddle AgedRisk FactorsLipidsAtherosclerosis indexBlood lipidsCastelli risk indexCholesterolGallstonesNon-high-density lipoprotein

Identifiers

PMID41606076
PMCPMC12909826

What Socratic 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 Socratic graph.