Association between metabolic syndrome and overactive bladder in American adults: A cross-sectional study from NHANES 2005–2018

The purpose of this study was to investigate the relationship between metabolic syndrome (MetS) and overactive bladder (OAB). This research involved a cohort of 11,078 individuals enrolled from the National Health and Nutrition Examination Survey (NHANES) between 2005 and 2018. We applied restricted cubic spline analysis and weighted multivariable logistic regression to assess the association between MetS and OAB, supplemented by subgroup analyses to reinforce these findings. After full multivariable adjustment, MetS was associated with OAB (odds ratio [OR] = 1.30; 95% confidence interval [CI], 1.12-1.50). When stratified by severity, only moderate MetS was associated with a significantly higher risk of OAB compared to no MetS (OR = 1.61; 95% CI, 1.31-1.98), whereas the association for severe MetS was not statistically significant (OR = 1.31; 95% CI, 0.93-1.84). This is consistent with a significant nonlinear dose-response relationship (P for nonlinearity < .001), where the risk of OAB plateaus at the highest levels of MetS severity. Subgroup analyses were performed to explore the consistency of this association. A trend toward a stronger association was observed in females (OR = 1.60; 95% CI, 1.35-1.89) compared to males (OR = 1.25; 95% CI, 0.97-1.60), with a P-value for interaction of .137. The association also varied by race and appeared to attenuate with increasing age, though the formal test for interaction by age was not statistically significant (P = .061). Our study results indicated a nonlinear association between the MetS score and the risk of OAB (P for nonlinearity < .001). However, further research is needed to confirm our findings.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2026-01-09
DOI
https://doi.org/10.1097/md.0000000000047012
Primary Topic
Urinary Bladder and Prostate Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association between metabolic syndrome and overactive bladder in American adults: A cross-sectional study from NHANES 2005–2018

Qinglin Hu, Youjin Cai, Wenjun Ma, Na Yue et al.
Medicine
Urinary Bladder and Prostate Research
article

Association between metabolic syndrome and overactive bladder in American adults: A cross-sectional study from NHANES 2005–2018

Qinglin Hu, Youjin Cai, Wenjun Ma, Na Yue, Yaqian Yu, Jingxing Wu, Ruiyang Hu, Nianben Chen
article en

Abstract

The purpose of this study was to investigate the relationship between metabolic syndrome (MetS) and overactive bladder (OAB). This research involved a cohort of 11,078 individuals enrolled from the National Health and Nutrition Examination Survey (NHANES) between 2005 and 2018. We applied restricted cubic spline analysis and weighted multivariable logistic regression to assess the association between MetS and OAB, supplemented by subgroup analyses to reinforce these findings. After full multivariable adjustment, MetS was associated with OAB (odds ratio [OR] = 1.30; 95% confidence interval [CI], 1.12-1.50). When stratified by severity, only moderate MetS was associated with a significantly higher risk of OAB compared to no MetS (OR = 1.61; 95% CI, 1.31-1.98), whereas the association for severe MetS was not statistically significant (OR = 1.31; 95% CI, 0.93-1.84). This is consistent with a significant nonlinear dose-response relationship (P for nonlinearity < .001), where the risk of OAB plateaus at the highest levels of MetS severity. Subgroup analyses were performed to explore the consistency of this association. A trend toward a stronger association was observed in females (OR = 1.60; 95% CI, 1.35-1.89) compared to males (OR = 1.25; 95% CI, 0.97-1.60), with a P-value for interaction of .137. The association also varied by race and appeared to attenuate with increasing age, though the formal test for interaction by age was not statistically significant (P = .061). Our study results indicated a nonlinear association between the MetS score and the risk of OAB (P for nonlinearity < .001). However, further research is needed to confirm our findings.

MedicineVol. 105(2)
Anhui Medical University (CN), Anhui University of Traditional Chinese Medicine (CN), Second Affiliated Hospital of Anhui Medical University (CN)
Zero hunger
Openalex Percentile: Top 92%
Urinary Bladder and Prostate Research
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.

Association between metabolic syndrome and overactive bladder in American adults: A cross-sectional study from NHANES 2005–2018 — Qinglin Hu, Youjin Cai, et al. · Medicine (2026) | TGRS Research Map | TGRS