The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional study

Abstract Objective Several studies have discussed the relationship between cholesterol and gallstones, and high-density lipoprotein cholesterol (HDL-C) as a representative of this has been addressed in various diseases. The metric neutrophil to high-density lipoprotein cholesterol ratio (NHR) derive...

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Main Authors: Yinkang Wang, Xingchen Shang, Yinchao Zhang, Yu Zhang, Wei Shen, Qian Wu, Wenyi Du
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Public Health
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Online Access:https://doi.org/10.1186/s12889-025-21392-5
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author Yinkang Wang
Xingchen Shang
Yinchao Zhang
Yu Zhang
Wei Shen
Qian Wu
Wenyi Du
author_facet Yinkang Wang
Xingchen Shang
Yinchao Zhang
Yu Zhang
Wei Shen
Qian Wu
Wenyi Du
author_sort Yinkang Wang
collection DOAJ
description Abstract Objective Several studies have discussed the relationship between cholesterol and gallstones, and high-density lipoprotein cholesterol (HDL-C) as a representative of this has been addressed in various diseases. The metric neutrophil to high-density lipoprotein cholesterol ratio (NHR) derived from HDL-C has attracted much attention. The purpose of this article is to examine the relationship between NHR and gallstones in a population of American adults. Methods This study investigated the correlation between NHR and gallstone prevalence among US adults using population-based data from the 2017–2020 National Health and Nutrition Examination Survey (NHANES). NHR was derived by dividing the neutrophil count by HDL-C. Data were analyzed using a variety of statistical techniques, such as univariate analysis, multivariate analysis, and subgroup analysis. In addition, a receiver operating characteristic curve (ROC) was used to determine the predictive power of the index for the risk of gallstone prevalence. Results The trial enrolled 6,954 subjects, among whom 746 patients were diagnosed with gallstones. By fully adjusted multivariate logistic regression analysis in the Model 3 section observed a significant positive association between NHR and gallstones with an odds ratio (OR) of 1.05 and a 95% confidence interval (CI) of (1.01, 1.10). The restricted cubic curve (RCS) had a P-Nonlinear = 0.481, suggesting that the relationship was a near-linear one. The area under the curve (AUC) of the ROC curve was 0.550, indicating that NHR has a predictive value for the development of gallstones. Conclusion This study demonstrated a near-linear correlation between NHR and increased susceptibility to gallstones, and the ROC curve is evidence that NHR has some predictive value for the risk of gallstones, albeit with weak predictive power relative to NPAR (Neutrophil percentage/albumin) and NAR (Neutrophils/albumin). Of course, to confirm these findings, more extensive prospective studies are needed to thoroughly validate the role of NHR in the development of gallstones.
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spelling doaj-art-baf5b423af81476ba5a535ae7744790c2025-01-19T12:41:40ZengBMCBMC Public Health1471-24582025-01-0125111110.1186/s12889-025-21392-5The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional studyYinkang Wang0Xingchen Shang1Yinchao Zhang2Yu Zhang3Wei Shen4Qian Wu5Wenyi Du6Department of General Surgery, The Affiliated Wuxi People’s Hospital of Nanjing Medical UniversityDepartment of General Surgery, The Affiliated Wuxi People’s Hospital of Nanjing Medical UniversityDepartment of General Surgery, The Affiliated Wuxi People’s Hospital of Nanjing Medical UniversityDepartment of General Surgery, The Affiliated Wuxi People’s Hospital of Nanjing Medical UniversityDepartment of General Surgery, The Affiliated Wuxi People’s Hospital of Nanjing Medical UniversityDepartment of Orthopedic Surgery, Institute of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow UniversityDepartment of Hepatobiliary Surgery, Yixing People’s Hospital Affiliated to Jiangsu UniversityAbstract Objective Several studies have discussed the relationship between cholesterol and gallstones, and high-density lipoprotein cholesterol (HDL-C) as a representative of this has been addressed in various diseases. The metric neutrophil to high-density lipoprotein cholesterol ratio (NHR) derived from HDL-C has attracted much attention. The purpose of this article is to examine the relationship between NHR and gallstones in a population of American adults. Methods This study investigated the correlation between NHR and gallstone prevalence among US adults using population-based data from the 2017–2020 National Health and Nutrition Examination Survey (NHANES). NHR was derived by dividing the neutrophil count by HDL-C. Data were analyzed using a variety of statistical techniques, such as univariate analysis, multivariate analysis, and subgroup analysis. In addition, a receiver operating characteristic curve (ROC) was used to determine the predictive power of the index for the risk of gallstone prevalence. Results The trial enrolled 6,954 subjects, among whom 746 patients were diagnosed with gallstones. By fully adjusted multivariate logistic regression analysis in the Model 3 section observed a significant positive association between NHR and gallstones with an odds ratio (OR) of 1.05 and a 95% confidence interval (CI) of (1.01, 1.10). The restricted cubic curve (RCS) had a P-Nonlinear = 0.481, suggesting that the relationship was a near-linear one. The area under the curve (AUC) of the ROC curve was 0.550, indicating that NHR has a predictive value for the development of gallstones. Conclusion This study demonstrated a near-linear correlation between NHR and increased susceptibility to gallstones, and the ROC curve is evidence that NHR has some predictive value for the risk of gallstones, albeit with weak predictive power relative to NPAR (Neutrophil percentage/albumin) and NAR (Neutrophils/albumin). Of course, to confirm these findings, more extensive prospective studies are needed to thoroughly validate the role of NHR in the development of gallstones.https://doi.org/10.1186/s12889-025-21392-5GallstonesNeutrophil to high-density lipoprotein cholesterol ratioCross-sectional study
spellingShingle Yinkang Wang
Xingchen Shang
Yinchao Zhang
Yu Zhang
Wei Shen
Qian Wu
Wenyi Du
The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional study
BMC Public Health
Gallstones
Neutrophil to high-density lipoprotein cholesterol ratio
Cross-sectional study
title The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional study
title_full The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional study
title_fullStr The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional study
title_full_unstemmed The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional study
title_short The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional study
title_sort association between neutrophil to high density lipoprotein cholesterol ratio and gallstones a cross sectional study
topic Gallstones
Neutrophil to high-density lipoprotein cholesterol ratio
Cross-sectional study
url https://doi.org/10.1186/s12889-025-21392-5
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