ArticleFrontiers in endocrinology2024
The association between Metabolic Score for Visceral Fat and depression in overweight or obese individuals: evidence from NHANES.
Article in Frontiers in endocrinology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- Longitudinal association between sarcopenia and comorbidity of mild cognitive impairment and depression among older adults in China: the moderating effect of non-obesity.BMC geriatrics · 2026Article
- Association between Apolipoprotein B (ApoB) and suicidal ideation: a cross-sectional study and Mendelian randomization analysis.Annals of general psychiatry · 2026Article
- Correlation between two novel visceral fat indicators and all-cause mortality among patients with asthma.BMC pulmonary medicine · 2026Article
- Association Between Triglyceride-Glucose-Body Mass Index and Depression in Elderly Diabetic Individuals: A Population-Based Study.International journal of endocrinology · 2026Article
- Body mass index mediates the relationship between depression and triglyceride levels: Evidence from a large national cohort.Journal of affective disorders · 2025Article
- Metabolic score for visceral fat as a superior predictor of frailty in overweight and obese adults: a cross-sectional NHANES analysis (2007-2020).Diabetology & metabolic syndrome · 2025Article
- METS-VF as a novel predictor of gallstones in U.S. adults: a cross-sectional analysis (NHANES 2017-2020).BMC gastroenterology · 2025Article
- Body roundness index and mental health in middle-aged and elderly adults: a prospective cohort study.Scientific reports · 2025Article
- Correlation Between Metabolic Score for Visceral Fat and Cardiovascular-Kidney-Metabolic Syndrome: Analysis of NHANES 2011-2020.Healthcare (Basel, Switzerland) · 2025Article
- Association of visceral adiposity index and chronic pain in US adults: a cross-sectional study.Scientific reports · 2025Article
- The relationship between VAI, LAP, and depression and the mediation role of sleep duration-evidence from NHANES 2005-2020.BMC psychiatry · 2025Article
- The association between visceral fat metabolic score and stroke: mediation by declining kidney function.Diabetology & metabolic syndrome · 2025Article
- The Association Between Metabolic Score for Visceral Fat and Cognitive Function Among Older Adults in the United States.Nutrients · 2025Article
- The association between the CUN-BAE index and depression mediated by SIRI: A large cross-sectional study.PloS one · 2025Article
- Article
- Threshold effect of visceral adiposity index on suicidal ideation: a mediation analysis through fasting blood glucose.Frontiers in psychiatry · 2025Article
- The mediating role of body roundness index in the association between dietary inflammatory index and depression: evidence from the US National Health and Nutrition Examination Survey 2007-2023.Frontiers in psychiatry · 2025Article
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Depression is a common mental illness with a high prevalence in overweight or obese individuals. Recent studies suggest that the Metabolic Score for Visceral Fat (METS-VF) is a novel metric for assessing visceral fat levels, potentially linking metabolic disturbances to depression. This study explores the association between METS-VF and depression severity in overweight or obese U.S. adults. Methods: Data were obtained from the National Health and Nutrition Examination Survey (NHANES) 2007-2018 dataset, including 9,415 overweight or obese participants. Depression severity was measured using the Patient Health Questionnaire-9 (PHQ-9). To assess the association between METS-VF and depression, the study methodology included multivariate logistic regression, subgroup analyses, generalized additive model (GAM), and smoothed curve fitting. This study also calculated BMI for the Non-Hispanic Asian population from 2011-2018 and incorporated this data as part of a sensitivity analysis. Results: Elevated levels of METS-VF in overweight or obese participants were significantly associated with increased PHQ-9 scores and an increased likelihood of depression. Notably, this association remained significant after adjustment for multiple covariates. Smoothed curve-fitting plots showed no nonlinear association between METS-VF and PHQ-9 scores. Subgroup analyses confirmed the robustness of these results across populations, particularly among people under the age of fifty. The sensitivity analyses confirmed the robustness of the results in this study. Conclusion: METS-VF levels were positively associated with depression severity and the likelihood of depression in overweight or obese individuals, with the association being particularly pronounced in people under 50 years of age.
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