# Associations of estimated glucose disposal rate with kidney stones in U.S. non-diabetic adults and possible mediating mechanisms: NHANES 2009–2020

**Authors:** Haowen Liang, Ying Wei

PMC · DOI: 10.1371/journal.pone.0328576 · PLOS One · 2025-07-29

## TL;DR

Lower estimated glucose disposal rate is linked to higher kidney stone risk in non-diabetic adults, with albumin and red cell distribution width possibly playing a mediating role.

## Contribution

This study is the first to explore the association between estimated glucose disposal rate and kidney stones in non-diabetic adults using NHANES data.

## Key findings

- Lower eGDR is associated with increased kidney stone risk in non-diabetic adults.
- Albumin and red cell distribution width partially mediate the IR-kidney stone relationship.
- eGDR showed stronger predictive power for kidney stones compared to other IR indicators.

## Abstract

Kidney stone formation has been linked to insulin resistance (IR). However, the association between the estimated glucose disposal rate (eGDR) – a novel surrogate marker for IR – and kidney stone occurrence in non-diabetic adults remains unclear.

We analyzed data from adult participants in the National Health and Nutrition Examination Survey (NHANES) collected between 2009 and 2020 who self-reported a history of kidney stones. To assess the relationship between eGDR and kidney stones, we applied a range of statistical methods, including weighted proportions, multivariable logistic regression, restricted cubic splines (RCS), receiver operating characteristic (ROC) curve analysis, subgroup analysis, and mediation analysis.

The final analysis included 8,051 participants, of whom 8.71% reported a history of kidney stones. Multivariable logistic regression revealed that, compared to the lowest eGDR quartile, the fully adjusted odds ratios (95% confidence intervals) for kidney stone in the second, third, and fourth quartiles were 0.87 (0.61–1.26), 0.54 (0.34–0.85), and 0.46 (0.28–0.77), respectively. The RCS plot indicated a significant non-linear inverse association between eGDR and kidney stone risk. ROC curve analysis showed that the association between eGDR and the risk of kidney stones was more pronounced compared to the other five IR indicators, as evidenced by a higher area under the curve. Mediation analysis identified albumin (ALB) and red cell distribution width (RDW) as partial mediators in the association between IR and kidney stones.

Our research results indicate that lower levels of eGDR are associated with an increased risk of developing kidney stones in non-diabetic adults. Furthermore, ALB and RDW may partially mediate the relationship between IR and kidney stones.

## Full-text entities

- **Genes:** NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, NFE2L2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 4780] {aka IMDDHH, NRF2, Nrf-2}, ANIB1 (aneurysm, intracranial berry 1) [NCBI Gene 116833] {aka AIB, AIB1}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Diseases:** hemolysis (MESH:D006461), metabolic syndrome (MESH:D024821), IR (MESH:D007333), chronic inflammation (MESH:D007249), metabolic disorder (MESH:D008659), renal abscesses (MESH:D000038), sepsis (MESH:D018805), stone formation (MESH:D058426), eGDR (MESH:D018149), NAFLD (MESH:D065626), anemia (MESH:D000740), hyperinsulinemic-euglycemic (MESH:D044903), septic shock (MESH:D012772), diabetes (MESH:D003920), Kidney stone formation (MESH:D007669), Chronic Kidney Disease (MESH:D051436), type 2 diabetes (MESH:D003924), renal colic (MESH:D056844), COVID-19 (MESH:D000086382), calcium oxalate stones (MESH:C563477), urological disorder (MESH:D014570), Hyperuricemia (MESH:D033461), abdominal obesity (MESH:D056128), obesity (MESH:D009765), prediabetes (MESH:D011236), dyslipidemia (MESH:D050171), ureteral obstruction (MESH:D014517), Hypertension (MESH:D006973), Reduced liver function (MESH:D001523)
- **Chemicals:** MDA (MESH:D008315), lipid (MESH:D008055), TG (MESH:D014280), ROS (MESH:D017382), Alcohol (MESH:D000438), sulfhydryl (MESH:D013438), oxygen (MESH:D010100), polyunsaturated fatty acids (MESH:D005231), calcium (MESH:D002118), calcium oxalate (MESH:D002129), Glucose (MESH:D005947), FBG (-), citrate (MESH:D019343), Cr (MESH:D003404), ammonia (MESH:D000641), sodium (MESH:D012964), UA (MESH:D014527), blood glucose (MESH:D001786)
- **Species:** Homo sapiens (human, species) [taxon 9606]

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## References

44 references — full list in the complete paper: https://tomesphere.com/paper/PMC12306766/full.md

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Source: https://tomesphere.com/paper/PMC12306766