{"title":"Predictive role of neutrophil-percentage-albumin ratio (NPAR) in overactive bladder (OAB) in adults in the United States: a cross-sectional study.","authors":"Mingchu Jin, Heng Liu, Jie Xu, Yu Zhou, Haidong Hao, Yutang Yuan, Hongtao Jia","doi":"10.1186/s41043-025-00817-2","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>There is mounting evidence suggesting a direct connection between inflammatory responses and the pathophysiology of overactive bladder (OAB). However, conventional inflammatory markers do not directly indicate a correlation with OAB. Therefore, our goal was to investigate the relationship between OAB and a novel inflammatory marker, the neutrophil percentage-to-plasma-albumin ratio (NPAR).</p><p><strong>Methods: </strong>This study included 28,906 participants from the 2005-2018 National Health and Nutrition Examination Survey (NHANES). Weighted multivariate regression models and multiple regression equations were applied to evaluate the correlation between NPAR and OAB. Additionally, to evaluate the possibility of a linear relationship between NPAR and OAB, smoothed curve fitting was used. Sensitivity and stratified analyses were conducted to assess the robustness of the results.</p><p><strong>Results: </strong>The final sample size consisted of 28,906 individuals, with an overall OAB prevalence of 24.6%. Using a weighted multivariate logistic model and adjusting for multiple covariates, we identified a strong association between NPAR and OAB (OR 1.074, 95% CI 1.06-1.08). Individuals in the highest NPAR quartile had a 32% greater prevalence of OAB compared to those in the lowest quartile. Smoothed curve fitting showed a nonlinear connection between NPAR and OAB, and the effect sizes remained consistent across specific subgroups (P for interaction < 0.05).</p><p><strong>Conclusion: </strong>The incidence of OAB was shown to positively correlate with higher NPAR levels in this investigation. NPAR might be a useful and affordable biomarker for determining who is at risk for OAB, facilitating timely intervention.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"44 1","pages":"122"},"PeriodicalIF":2.4000,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12008887/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Health, Population, and Nutrition","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s41043-025-00817-2","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Background: There is mounting evidence suggesting a direct connection between inflammatory responses and the pathophysiology of overactive bladder (OAB). However, conventional inflammatory markers do not directly indicate a correlation with OAB. Therefore, our goal was to investigate the relationship between OAB and a novel inflammatory marker, the neutrophil percentage-to-plasma-albumin ratio (NPAR).
Methods: This study included 28,906 participants from the 2005-2018 National Health and Nutrition Examination Survey (NHANES). Weighted multivariate regression models and multiple regression equations were applied to evaluate the correlation between NPAR and OAB. Additionally, to evaluate the possibility of a linear relationship between NPAR and OAB, smoothed curve fitting was used. Sensitivity and stratified analyses were conducted to assess the robustness of the results.
Results: The final sample size consisted of 28,906 individuals, with an overall OAB prevalence of 24.6%. Using a weighted multivariate logistic model and adjusting for multiple covariates, we identified a strong association between NPAR and OAB (OR 1.074, 95% CI 1.06-1.08). Individuals in the highest NPAR quartile had a 32% greater prevalence of OAB compared to those in the lowest quartile. Smoothed curve fitting showed a nonlinear connection between NPAR and OAB, and the effect sizes remained consistent across specific subgroups (P for interaction < 0.05).
Conclusion: The incidence of OAB was shown to positively correlate with higher NPAR levels in this investigation. NPAR might be a useful and affordable biomarker for determining who is at risk for OAB, facilitating timely intervention.
背景:越来越多的证据表明炎症反应与膀胱过度活动(OAB)的病理生理之间存在直接联系。然而,传统的炎症标志物并不能直接表明与OAB的相关性。因此,我们的目标是研究OAB与一种新的炎症标志物——中性粒细胞百分比与血浆白蛋白比率(NPAR)之间的关系。方法:本研究纳入了2005-2018年国家健康与营养检查调查(NHANES)的28906名参与者。采用加权多元回归模型和多元回归方程评价NPAR与OAB的相关性。此外,为了评估NPAR与OAB之间线性关系的可能性,使用平滑曲线拟合。进行敏感性和分层分析以评估结果的稳健性。结果:最终样本量为28906人,总体OAB患病率为24.6%。使用加权多变量logistic模型并调整多个协变量,我们发现NPAR和OAB之间存在很强的相关性(OR 1.074, 95% CI 1.06-1.08)。与最低四分位数的个体相比,NPAR最高四分位数的个体OAB患病率高出32%。平滑曲线拟合显示NPAR与OAB之间存在非线性关系,且效应量在特定亚组之间保持一致(P为相互作用)。结论:在本研究中,OAB的发生率与较高的NPAR水平呈正相关。NPAR可能是一种有用且负担得起的生物标志物,用于确定谁有OAB风险,促进及时干预。
期刊介绍:
Journal of Health, Population and Nutrition brings together research on all aspects of issues related to population, nutrition and health. The journal publishes articles across a broad range of topics including global health, maternal and child health, nutrition, common illnesses and determinants of population health.