ArticleFrontiers in endocrinology2023
Correlation between visceral fat metabolism score and erectile dysfunction: a cross-sectional study from NHANES 2001-2004.
Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.
- The impact of bariatric surgery on male sexual function: a systematic review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- Erectile Dysfunction: A Comprehensive Review of Pathophysiology, Diagnosis and Contemporary Management.Medicina (Kaunas, Lithuania) · 2026Review
- METS-VF outperforms traditional adiposity indices in predicting overactive bladder risk: a NHANES-based cross-sectional study.Translational andrology and urology · 2026Article
- Review
- Association between five novel anthropometric indices and erectile dysfunction in US adults from NHANES database.Scientific reports · 2025Article
- The relationship between visceral adipose tissue and osteoarthritis among older adults: evidence from the NHANES 1999-2018.Frontiers in nutrition · 2025Article
- Association between composite dietary antioxidant index and erectile dysfunction: a cross-sectional study from NHANES.BMC public health · 2024Article
- Association between the composite dietary antioxidant index and erectile dysfunction in US men: a cross-sectional study.Journal of health, population, and nutrition · 2024Article
- Association between metabolic score of visceral fat and carotid atherosclerosis in Chinese health screening population: a cross-sectional study.BMC public health · 2024Article
- Fatty acid synthase inhibition improves hypertension-induced erectile dysfunction by suppressing oxidative stress and NLRP3 inflammasome-dependent pyroptosis through activating the Nrf2/HO-1 pathway.Frontiers in immunology · 2024Article
- Association between a novel inflammation-lipid composite marker CRP/HDL and erectile dysfunction: evidence from a large national cross-sectional study.Frontiers in endocrinology · 2024Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Backgrounds: The factors associated with erectile dysfunction (ED) are diverse, and obesity is a significant component. Metabolic Score for Visceral Fat (METS-VF) can assess obesity more accurately than body mass index (BMI). However, the association between METS-VF and ED remains unclear. Objective: This study aimed to investigate the association between the METS-VF and ED using National Health and Nutrition Examination Survey (NHANES) 2001-2004 data. Methods: Data were sourced from NHANES 2001-2004. The relationship between METS-VF and ED was analyzed using multivariate logistic regression, followed by subgroup analyses to identify sensitive populations. Nonlinear correlation was evaluated through smoothed curve fitting, and a threshold effect analysis validated the findings. Comparative logistic regression of the Receiver Operating Characteristic (ROC) curve assessed the diagnostic capability of METS-VF against the classical obesity index for ED. Results: The study enrolled 3625 participants, of whom 961 self-reported ED history and 360 reported severe ED. After adjusting for confounders, METS-VF exhibited a positive association with asthma prevalence (OR= 3.47, 95% CI: 2.83, 14.24). Stratification based on median METS-VF revealed higher ED prevalence in participants with elevated METS-VF (OR= 2.81,95% CI:2.32, 3.41). Nonlinear correlation was observed, with a significant association between METS-VF and ED when METS-VF exceeded 6.63. Subgroup analysis highlighted a stronger correlation in participants aged 50-85 years, Caucasians, hypertensive individuals, diabetics, and those with coronary heart disease. Sensitivity analysis using severe ED as the outcome reaffirmed the nonlinear positive association with METS-VF (OR=3.86, 95% CI:2.80,5.33), particularly when METS-VF surpassed 6.68. Conclusion: Elevated METS-VF was nonlinearly correlated with increased ED incidence. Individuals with METS-VF above 6.63 should be vigilant about heightened ED risk. Special attention should be given to participants aged 50-85 years, Caucasians, hypertensive individuals, diabetics, and those with coronary heart disease.
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