Association of insulin resistance indices with kidney stones and their recurrence in a non-diabetic population: an analysis based on NHANES data from 2007–2018

To systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic individuals, while identifying predictive indicators. This cross-sectional study analyzed data from the 2007-2018 NHANES. Five IR indices were calcula...

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Published inRenal failure Vol. 47; no. 1; p. 2490203
Main Authors Yang, Yu-Xuan, Xiang, Jia-Cheng, Ye, Gui-Chen, Luo, Kuang-Di, Wang, Shao-Gang, Xia, Qi-Dong
Format Journal Article
LanguageEnglish
Published England Taylor & Francis 01.12.2025
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Abstract To systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic individuals, while identifying predictive indicators. This cross-sectional study analyzed data from the 2007-2018 NHANES. Five IR indices were calculated. Weighted logistic regression, restricted cubic spline, and mediation analyses were used to assess the independent associations between these indices and the risk of kidney stones and recurrence in non-diabetic individuals. This study of 9,605 non-diabetic participants showed an overall kidney stones incidence of 8.63% and a recurrence rate of 2.70%. Weighted logistic regression and RCS analyses revealed significant positive associations between METs-IR, HOMA-IR, TyG-BMI, and the risk of kidney stones and their recurrence. Every unit increase in METs-IR was linked to a 2% rise in the incidence of kidney stones (95% CI: 1.014-1.027,  < 0.001) and a 3.3% rise in recurrence (95% CI: 1.018-1.048,  < 0.001); each unit increase in HOMA-IR raised incidence by 5% (95% CI: 1.025-1.078,  < 0.001) and recurrence by 7.9% (95% CI: 1.041-1.118,  < 0.001). Adjusting for confounders shifted these relationships from nonlinear to linear (  > 0.05). METs-IR demonstrated the strongest diagnostic accuracy for predicting recurrence, with uric acid and vitamin D mediating associations between IR indices and the risk of kidney stones and their recurrence in non-diabetic individuals. This study found that elevated IR indices (METs-IR, HOMA-IR, TyG-BMI) significantly increased kidney stone risk in a non-diabetic population. Serum uric acid and vitamin D mediated this association, with METs-IR best predicting kidney stones incidence and recurrence.
AbstractList To systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic individuals, while identifying predictive indicators.OBJECTIVETo systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic individuals, while identifying predictive indicators.This cross-sectional study analyzed data from the 2007-2018 NHANES. Five IR indices were calculated. Weighted logistic regression, restricted cubic spline, and mediation analyses were used to assess the independent associations between these indices and the risk of kidney stones and recurrence in non-diabetic individuals.MATERIALS AND METHODSThis cross-sectional study analyzed data from the 2007-2018 NHANES. Five IR indices were calculated. Weighted logistic regression, restricted cubic spline, and mediation analyses were used to assess the independent associations between these indices and the risk of kidney stones and recurrence in non-diabetic individuals.This study of 9,605 non-diabetic participants showed an overall kidney stones incidence of 8.63% and a recurrence rate of 2.70%. Weighted logistic regression and RCS analyses revealed significant positive associations between METs-IR, HOMA-IR, TyG-BMI, and the risk of kidney stones and their recurrence. Every unit increase in METs-IR was linked to a 2% rise in the incidence of kidney stones (95% CI: 1.014-1.027, p < 0.001) and a 3.3% rise in recurrence (95% CI: 1.018-1.048, p < 0.001); each unit increase in HOMA-IR raised incidence by 5% (95% CI: 1.025-1.078, p < 0.001) and recurrence by 7.9% (95% CI: 1.041-1.118, p < 0.001). Adjusting for confounders shifted these relationships from nonlinear to linear (p > 0.05). METs-IR demonstrated the strongest diagnostic accuracy for predicting recurrence, with uric acid and vitamin D mediating associations between IR indices and the risk of kidney stones and their recurrence in non-diabetic individuals.RESULTThis study of 9,605 non-diabetic participants showed an overall kidney stones incidence of 8.63% and a recurrence rate of 2.70%. Weighted logistic regression and RCS analyses revealed significant positive associations between METs-IR, HOMA-IR, TyG-BMI, and the risk of kidney stones and their recurrence. Every unit increase in METs-IR was linked to a 2% rise in the incidence of kidney stones (95% CI: 1.014-1.027, p < 0.001) and a 3.3% rise in recurrence (95% CI: 1.018-1.048, p < 0.001); each unit increase in HOMA-IR raised incidence by 5% (95% CI: 1.025-1.078, p < 0.001) and recurrence by 7.9% (95% CI: 1.041-1.118, p < 0.001). Adjusting for confounders shifted these relationships from nonlinear to linear (p > 0.05). METs-IR demonstrated the strongest diagnostic accuracy for predicting recurrence, with uric acid and vitamin D mediating associations between IR indices and the risk of kidney stones and their recurrence in non-diabetic individuals.This study found that elevated IR indices (METs-IR, HOMA-IR, TyG-BMI) significantly increased kidney stone risk in a non-diabetic population. Serum uric acid and vitamin D mediated this association, with METs-IR best predicting kidney stones incidence and recurrence.CONCLUSIONThis study found that elevated IR indices (METs-IR, HOMA-IR, TyG-BMI) significantly increased kidney stone risk in a non-diabetic population. Serum uric acid and vitamin D mediated this association, with METs-IR best predicting kidney stones incidence and recurrence.
Objective To systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic individuals, while identifying predictive indicators.Materials and Methods This cross-sectional study analyzed data from the 2007–2018 NHANES. Five IR indices were calculated. Weighted logistic regression, restricted cubic spline, and mediation analyses were used to assess the independent associations between these indices and the risk of kidney stones and recurrence in non-diabetic individuals.Result This study of 9,605 non-diabetic participants showed an overall kidney stones incidence of 8.63% and a recurrence rate of 2.70%. Weighted logistic regression and RCS analyses revealed significant positive associations between METs-IR, HOMA-IR, TyG-BMI, and the risk of kidney stones and their recurrence. Every unit increase in METs-IR was linked to a 2% rise in the incidence of kidney stones (95% CI: 1.014–1.027, p < 0.001) and a 3.3% rise in recurrence (95% CI: 1.018–1.048, p < 0.001); each unit increase in HOMA-IR raised incidence by 5% (95% CI: 1.025–1.078, p < 0.001) and recurrence by 7.9% (95% CI: 1.041–1.118, p < 0.001). Adjusting for confounders shifted these relationships from nonlinear to linear (p > 0.05). METs-IR demonstrated the strongest diagnostic accuracy for predicting recurrence, with uric acid and vitamin D mediating associations between IR indices and the risk of kidney stones and their recurrence in non-diabetic individuals.Conclusion This study found that elevated IR indices (METs-IR, HOMA-IR, TyG-BMI) significantly increased kidney stone risk in a non-diabetic population. Serum uric acid and vitamin D mediated this association, with METs-IR best predicting kidney stones incidence and recurrence.
To systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic individuals, while identifying predictive indicators. This cross-sectional study analyzed data from the 2007-2018 NHANES. Five IR indices were calculated. Weighted logistic regression, restricted cubic spline, and mediation analyses were used to assess the independent associations between these indices and the risk of kidney stones and recurrence in non-diabetic individuals. This study of 9,605 non-diabetic participants showed an overall kidney stones incidence of 8.63% and a recurrence rate of 2.70%. Weighted logistic regression and RCS analyses revealed significant positive associations between METs-IR, HOMA-IR, TyG-BMI, and the risk of kidney stones and their recurrence. Every unit increase in METs-IR was linked to a 2% rise in the incidence of kidney stones (95% CI: 1.014-1.027,  < 0.001) and a 3.3% rise in recurrence (95% CI: 1.018-1.048,  < 0.001); each unit increase in HOMA-IR raised incidence by 5% (95% CI: 1.025-1.078,  < 0.001) and recurrence by 7.9% (95% CI: 1.041-1.118,  < 0.001). Adjusting for confounders shifted these relationships from nonlinear to linear (  > 0.05). METs-IR demonstrated the strongest diagnostic accuracy for predicting recurrence, with uric acid and vitamin D mediating associations between IR indices and the risk of kidney stones and their recurrence in non-diabetic individuals. This study found that elevated IR indices (METs-IR, HOMA-IR, TyG-BMI) significantly increased kidney stone risk in a non-diabetic population. Serum uric acid and vitamin D mediated this association, with METs-IR best predicting kidney stones incidence and recurrence.
Author Yang, Yu-Xuan
Xiang, Jia-Cheng
Wang, Shao-Gang
Ye, Gui-Chen
Luo, Kuang-Di
Xia, Qi-Dong
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Keywords NHANES
Insulin resistance indices
kidney stones
insulin resistance
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Snippet To systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic...
Objective To systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic...
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SubjectTerms Adult
Aged
Body Mass Index
Cross-Sectional Studies
Female
Humans
Incidence
Insulin Resistance
Insulin resistance indices
Kidney Calculi - epidemiology
Kidney Calculi - etiology
kidney stones
Male
Metabolic Syndrome - complications
Metabolic Syndrome - epidemiology
Middle Aged
Nephrolithiasis and Urolithiasis
NHANES
Nutrition Surveys
Recurrence
Risk Factors
United States - epidemiology
Title Association of insulin resistance indices with kidney stones and their recurrence in a non-diabetic population: an analysis based on NHANES data from 2007–2018
URI https://www.ncbi.nlm.nih.gov/pubmed/40275575
https://www.proquest.com/docview/3194653704
https://pubmed.ncbi.nlm.nih.gov/PMC12035944
https://doaj.org/article/d771db8938554b90b98b4ee1d5e08d10
Volume 47
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