ArticleBMC public health2024
Association of the visceral fat metabolic score with osteoarthritis risk: a cross-sectional study from NHANES 2009-2018.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Osteoarthritis: Epidemiology, Diagnosis, and Treatment.MedComm · 2026Review
- METS-VF outperforms traditional adiposity indices in predicting overactive bladder risk: a NHANES-based cross-sectional study.Translational andrology and urology · 2026Article
- Obesity-Related Insulin Resistance Indices and CKD Risk in Patients with Diabetes and Coronary Heart Disease: A Multicenter Cohort Analysis.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Work engagement and its association with obesity and lifestyle factors in a large working population: a sex-stratified analysis.AIMS public health · 2026Article
- 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
- Evaluating anthropometric indices of obesity for early osteoarthritis detection: focus on body fat percentage and relative fat mass.Clinical rheumatology · 2025Article
- Association of metabolic score for visceral fat (METS-VF) with lumbar spine bone mineral density in US adults.Scientific reports · 2025Article
- Prediction model for depression risk in middle-aged and elderly patients with metabolic syndrome: a nomogram and interpretable machine learning approach based on CHARLS.BMC psychiatry · 2025Article
- Red blood cell distribution width to albumin ratio is associated with osteoarthritis prevalence among US adults with diabetes using data from NHANES 2005 to 2018.Scientific reports · 2025Article
- Association of visceral fat metabolic score with bone mineral density and osteoporosis: a NHANES cross-sectional study.Journal of health, population, and nutrition · 2025Article
- Association between body roundness index and osteoarthritis/rheumatoid arthritis: a cross-sectional study.Scientific reports · 2025Article
- Associations between metabolic score for visceral fat and urinary incontinence among US adult women: a population-based cross-sectional study.BMC public health · 2025Article
- The association between visceral fat metabolic score and stroke: mediation by declining kidney function.Diabetology & metabolic syndrome · 2025Article
- Association between the Body Roundness Index and osteoarthritis: A population-based study.PloS one · 2025Article
- Abdominal obesity and osteoarthritis risk: evaluating the association of lipid accumulation product, body roundness index, and waist triglyceride index with osteoarthritis in U.S. adults.Frontiers in nutrition · 2025Article
- The relationship between visceral adipose tissue and osteoarthritis among older adults: evidence from the NHANES 1999-2018.Frontiers in nutrition · 2025Article
- Associations of METS-VF and BRI with risk of osteoarthritis in patients with diabetes or prediabetes: evidence from the NHANES 1999-2020.Frontiers in endocrinology · 2025Article
- Association between dietary omega-3 fatty acid intake and all-cause mortality in patients with osteoarthritis: a population-based prospective cohort study.Scientific reports · 2024Article
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8 authors.
Funding
Abstract
backgroundCurrently, obesity has been recognized to be an independent risk factor for osteoarthritis (OA), and the Metabolic Score for Visceral Fat (METS-VF) has been suggested to be potentially more accurate than body mass index (BMI) in the assessment of obesity. Nevertheless, the correlation of METS-VF with OA has not been obviously revealed yet. Therefore, this study aimed to delve into the potential relationship between METS-VF and OA.
methodsBy examining data from the NHANES (2009–2018), weighted multivariate logistic regression analyses were used for assessing the correlation between METS-VF and OA. Subgroup analyses were then performed to validate the findings. Moreover, the nonlinear relationship between the two was assessed by restricted cubic spline (RCS). Receiver operating characteristic (ROC) curves were plotted to examine the diagnostic accuracy of METS-VF versus previous obesity index for OA.
resultsThis study involved 7639 participants. According to our results, METS-VF was notably related to an elevated risk of OA, regardless of the METS-VF and the trend of positive association was more pronounced with the elevating METS-VF level (p for trend < 0.05). Subgroup analyses showed that the positive association between METS-VF and prevalence of osteoarthritis persisted in all populations with different characteristics, confirming its validity in all populations. Besides, RCS results showed a significant non-linear relationship between METS-VF and OA (p-non-linear < 0.05). As indicated by the ROC curve analysis results, METS-VF was a superior predictor of OA to BMI and HC.
conclusionsThis study finds a possible nonlinear positive correlation between METS-VF and the risk of OA. In addition, METS-VF may serve as an indicator for the more accurate diagnosis of OA and provide a new way to further evaluate the relationship between visceral fat and OA.
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