Evidence map›Paper›PMID 41469906›Full record

ArticleInvestigative and clinical urology2026

Metabolic syndrome and its components as independent risk factors for nocturia: A national cross-sectional analysis.

Sung Jin Kim, Sung Gon Park, Sahyun Pak, Ohseong Kwon, Young Goo Lee, Sung Tae Cho

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Article in Investigative and clinical urology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Sung Jin KimDepartment of Urology, Hallym University Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea.ORCID 0000-0002-0183-5689
Sung Gon ParkDepartment of Urology, Hallym University Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea.ORCID 0000-0002-7677-2854
Sahyun PakDepartment of Urology, Hallym University Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea.ORCID 0000-0001-7015-4943
Ohseong KwonDepartment of Urology, Hallym University Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea.ORCID 0000-0002-8933-6656
Young Goo LeeDepartment of Urology, Hallym University Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea.ORCID 0000-0003-0339-7763
Sung Tae ChoDepartment of Urology, Hallym University Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea. cst326@paran.com.ORCID 0000-0002-4691-6159

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo investigate the association between metabolic syndrome (MetS) and nocturia in a nationally representative U.S. adult population, focusing on individual metabolic components and subgroup differences by age and sex. MATERIALS AND

methodsWe analyzed data from 8,518 adults aged ≥20 years who participated in the National Health and Nutrition Examination Survey from 2005 to 2014. Nocturia was defined as ≥2 nighttime voids. MetS was defined by the presence of ≥3 National Cholesterol Education Program Adult Treatment Panel III criteria. Multivariate logistic regression and restricted cubic spline (RCS) analyses were used to assess associations, adjusting for demographic and behavioral covariates.

resultsOverall, 23.3% of participants had MetS and 29.6% reported nocturia. MetS was independently associated with nocturia (adjusted odds ratio [OR] 1.387, 95% confidence interval 1.236-1.557). A dose-response relationship was observed, with nocturia risk increasing. Central obesity (OR 1.564), elevated fasting glucose (OR 1.397), and elevated blood pressure (OR 1.311) showed the strongest associations. RCS analyses revealed linear associations for waist circumference and systolic blood pressure, and nonlinear associations for diastolic blood pressure and glucose. Sex-specific analyses revealed distinct nonlinear patterns, particularly for waist circumference among male participants and triglyceride levels among female participants. The association remained consistent across most age and sex groups, except in males aged 20-40 years.

conclusionsMetS and its components are independently associated with nocturia. The observed sex-specific differences suggest that metabolic contributors to nocturia may differ by sex supporting nocturia as a potential clinical marker of underlying cardiometabolic dysfunction.

Indexed as

Metabolic SyndromeNocturiaAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysRisk FactorsSex FactorsUnited StatesYoung AdultEpidemiologyLower urinary tract symptomsMetabolic syndromeNocturia

Identifiers

PMID41469906
PMCPMC12792116

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