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 in | Renal failure Vol. 47; no. 1; p. 2490203 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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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. |
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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 |
Author_xml | – sequence: 1 givenname: Yu-Xuan surname: Yang fullname: Yang, Yu-Xuan – sequence: 2 givenname: Jia-Cheng surname: Xiang fullname: Xiang, Jia-Cheng – sequence: 3 givenname: Gui-Chen surname: Ye fullname: Ye, Gui-Chen – sequence: 4 givenname: Kuang-Di surname: Luo fullname: Luo, Kuang-Di – sequence: 5 givenname: Shao-Gang surname: Wang fullname: Wang, Shao-Gang – sequence: 6 givenname: Qi-Dong surname: Xia fullname: Xia, Qi-Dong |
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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 |
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