Linear relationship between percentage-based waist-to-height ratio and the risk of gallstones among US adults: A cross-sectional study from NHANES 2017 to 2020

The influence of obesity on the formation of gallstones has been extensively studied. The waist-to-height ratio (WHtR) is an effective tool for assessing body fat and obesity levels. This study aimed to investigate the linear correlation between percentage-based WHtR and gallstone prevalence. Data from 7731 participants in the National Health and Nutrition Examination Survey from 2017 to 2020 were used in this cross-sectional study. Weighted logistic regression, trend tests, restricted cubic splines (RCS), subgroup and interaction analyses were employed to evaluate the association between WHtR and gallstones. In the fully adjusted logistic regression model, each 1% increase in WHtR was associated with a 4.3% increase in the risk of gallstones (odds ratio = 1.043, 95% confidence interval: 1.034-1.052). Compared to the lowest quartile of WHtR, the highest quartile had a 201.5% increased risk of gallstones (odds ratio = 3.015, 95% confidence interval: 2.239-4.061), demonstrating a dose-response relationship (P for trend < .01). RCS indicate a positive linear relationship between WHtR and the odds of gallstones (P for nonlinear = .297). The association between WHtR and gallstone risk persisted in subgroup analyses. Interaction analyses showed that age and gender have an interactive effect on the association. There was a positive linear relationship between WHtR based on percentage and the prevalence of gallstones, displaying a dose-response relationship. Maintaining an appropriate WHtR may reduce the risk of gallstones.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2026-01-09
DOI
https://doi.org/10.1097/md.0000000000047151
Primary Topic
Gallbladder and Bile Duct Disorders
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Linear relationship between percentage-based waist-to-height ratio and the risk of gallstones among US adults: A cross-sectional study from NHANES 2017 to 2020

Yanan Huang, Shuangshuang Hou, Yaoyuan Chang, Shenlin Ji et al.
Medicine
Gallbladder and Bile Duct Disorders
article

Linear relationship between percentage-based waist-to-height ratio and the risk of gallstones among US adults: A cross-sectional study from NHANES 2017 to 2020

Yanan Huang, Shuangshuang Hou, Yaoyuan Chang, Shenlin Ji, Zhequn Nie, He Li, Jiajun Yin, Ju Wu, Jin Huang
article en

Abstract

The influence of obesity on the formation of gallstones has been extensively studied. The waist-to-height ratio (WHtR) is an effective tool for assessing body fat and obesity levels. This study aimed to investigate the linear correlation between percentage-based WHtR and gallstone prevalence. Data from 7731 participants in the National Health and Nutrition Examination Survey from 2017 to 2020 were used in this cross-sectional study. Weighted logistic regression, trend tests, restricted cubic splines (RCS), subgroup and interaction analyses were employed to evaluate the association between WHtR and gallstones. In the fully adjusted logistic regression model, each 1% increase in WHtR was associated with a 4.3% increase in the risk of gallstones (odds ratio = 1.043, 95% confidence interval: 1.034-1.052). Compared to the lowest quartile of WHtR, the highest quartile had a 201.5% increased risk of gallstones (odds ratio = 3.015, 95% confidence interval: 2.239-4.061), demonstrating a dose-response relationship (P for trend < .01). RCS indicate a positive linear relationship between WHtR and the odds of gallstones (P for nonlinear = .297). The association between WHtR and gallstone risk persisted in subgroup analyses. Interaction analyses showed that age and gender have an interactive effect on the association. There was a positive linear relationship between WHtR based on percentage and the prevalence of gallstones, displaying a dose-response relationship. Maintaining an appropriate WHtR may reduce the risk of gallstones.

MedicineVol. 105(2)
Fuyang Normal University (CN), Dalian Medical University (CN), Affiliated Zhongshan Hospital of Dalian University (CN), Fuyang Second People's Hospital (CN)
Zero hunger
Openalex Percentile: Top 92%
Gallbladder and Bile Duct Disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Linear relationship between percentage-based waist-to-height ratio and the risk of gallstones among US adults: A cross-sectional study from NHANES 2017 to 2020 — Yanan Huang, Shuangshuang Hou, et al. · Medicine (2026) | TGRS Research Map | TGRS