Evidence map›Paper›PMID 40670519›Full record

ArticleScientific reports2025

Association between various insulin resistance surrogates and gallstone disease based on national health and nutrition examination survey.

Rui Gong, Yuchen Ding, Kaiqi Yang, Xiaodie Meng, Xiujing Sun

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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

5 authors.

Rui GongDepartment of Gastroenterology, Beijing Friendship Hospital, National Clinical Research Center for Digestive Diseases, State Key Laboratory of Digestive Health, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Diseases, Capital Medical University, Beijing, 100050, People's Republic of China.
Yuchen DingDepartment of Gastroenterology, Beijing Friendship Hospital, National Clinical Research Center for Digestive Diseases, State Key Laboratory of Digestive Health, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Diseases, Capital Medical University, Beijing, 100050, People's Republic of China.
Kaiqi YangDepartment of Gastroenterology, Beijing Friendship Hospital, National Clinical Research Center for Digestive Diseases, State Key Laboratory of Digestive Health, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Diseases, Capital Medical University, Beijing, 100050, People's Republic of China.
Xiaodie MengDepartment of Gastroenterology, Beijing Friendship Hospital, National Clinical Research Center for Digestive Diseases, State Key Laboratory of Digestive Health, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Diseases, Capital Medical University, Beijing, 100050, People's Republic of China.
Xiujing SunDepartment of Gastroenterology, Beijing Friendship Hospital, National Clinical Research Center for Digestive Diseases, State Key Laboratory of Digestive Health, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Diseases, Capital Medical University, Beijing, 100050, People's Republic of China. sunxiujing@ccmu.edu.cn.

Funding

Beijing Research Ward Excellence Program BRWEP 2024W162020100 and 2024W162020111National Natural Science Foundation of China 82470576
6 · The paper itself

Abstract

Previous studies have reported potential associations between insulin resistance (IR) and the occurrence of gallstone disease (GSD). Recently, some novel indexes have been developed and applied for the assessment of IR. However, the association of these IR surrogates with GSD is unclear. The present study was designed to investigate the correlation between these novel IR surrogates and the risk of developing GSD and to explore the index with the best predictive value. We conducted a cross-sectional analysis using data from the National Health and Nutrition Examination Survey 2017-March 2020. Participants who self-reported a history of GSD and other necessary information were available and were enrolled. Ten IR surrogates were created based on previous literature. Univariate and multivariate logistic regression models were applied to estimate the effect of higher IR surrogates on the risk of GSD and restricted cubic splines (RCS) were used to show the dose-response relationships. Receiver operating characteristics (ROC) curves were depicted and the areas under the curves (AUC) were calculated to show the diagnostic value of ten indexes, respectively. Finally, the best index was selected and subgroup analysis was performed to further evaluate the risk level in different populations. Among the 2811 participants, 305 (11%) were diagnosed with GSD. According to results from univariate and multivariate logistic regression models, elevated levels of IR surrogates were significantly associated with an increased risk of GSD, including triglyceride glucose-body mass index (TyG-BMI), triglyceride glucose-waist circumference (TyG-WC), triglyceride glucose-waist to height ratio (TyG-WHtR), homeostasis model assessment-insulin resistance (HOMA-IR), metabolic score for insulin resistance (METS-IR), Chinese visceral adiposity index (CVAI), and lipid accumulation product (LAP). The RCS also confirmed the trend of positive correlation between the above indexes and GSD (p for overall < 0.0001). The ROC curves showed that TyG-WHtR demonstrated the strongest predictive power among these indexes, with an area under the curve of 0.6796 (95% CI 0.6513-0.7090). Subgroup analysis of the correlation between TyG-WHtR and GSD showed that the correlation was more pronounced among females, the never-married group, the nondiabetic group, and the group that did not use hypoglycemic or lipid-lowering medication. This study identified several novel IR surrogates that had significant positive correlations with the development of GSD. Among these indexes, TyG-WHtR was the strongest predictor of GSD, and the correlation was more pronounced in female groups and non-diabetic groups, which may provide significant value for screening, disease prediction, and early intervention in high-risk groups in clinical practice.

Indexed as

GallstonesInsulin ResistanceAdultAgedBiomarkersBody Mass IndexCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysRisk FactorsROC CurveBiomarkersGallstone diseaseInsulin resistance surrogatesMetabolic syndromeNHANESTyG index

Identifiers

PMID40670519
PMCPMC12267482

What Socratic holds

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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.