Association of the visceral fat metabolic score with osteoarthritis risk: a cross-sectional study from NHANES 2009-2018
- PMID: 39169311
- PMCID: PMC11337595
- DOI: 10.1186/s12889-024-19722-0
Association of the visceral fat metabolic score with osteoarthritis risk: a cross-sectional study from NHANES 2009-2018
Abstract
Background: Currently, 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.
Methods: By 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.
Results: This 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.
Conclusions: This 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.
Keywords: Cross-sectional studies; METS-VF; NHANES; Osteoarthritis; Visceral fat metabolism.
© 2024. The Author(s).
Conflict of interest statement
The authors declare no competing interests.
Figures




Similar articles
-
Association of visceral fat metabolic score with bone mineral density and osteoporosis: a NHANES cross-sectional study.J Health Popul Nutr. 2025 May 14;44(1):156. doi: 10.1186/s41043-025-00914-2. J Health Popul Nutr. 2025. PMID: 40369619 Free PMC article.
-
Correlation between visceral fat metabolism score and erectile dysfunction: a cross-sectional study from NHANES 2001-2004.Front Endocrinol (Lausanne). 2023 Dec 5;14:1283545. doi: 10.3389/fendo.2023.1283545. eCollection 2023. Front Endocrinol (Lausanne). 2023. PMID: 38125791 Free PMC article.
-
METS-VF as a novel predictor of gallstones in U.S. adults: a cross-sectional analysis (NHANES 2017-2020).BMC Gastroenterol. 2025 Jul 31;25(1):547. doi: 10.1186/s12876-025-04161-x. BMC Gastroenterol. 2025. PMID: 40745581 Free PMC article.
-
Association Between Visceral Fat Metabolism Score and Cataract Risk in US Adults: National Health and Nutrition Examination Survey 1999 to 2008.Am J Ophthalmol. 2025 Jun;274:184-195. doi: 10.1016/j.ajo.2025.03.010. Epub 2025 Mar 8. Am J Ophthalmol. 2025. PMID: 40058537
-
Visceral adiposity and inflammatory bowel disease.Int J Colorectal Dis. 2021 Nov;36(11):2305-2319. doi: 10.1007/s00384-021-03968-w. Epub 2021 Jun 9. Int J Colorectal Dis. 2021. PMID: 34104989 Review.
Cited by
-
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.Front Nutr. 2025 Jun 19;12:1570740. doi: 10.3389/fnut.2025.1570740. eCollection 2025. Front Nutr. 2025. PMID: 40612321 Free PMC article.
-
The association between visceral fat metabolic score and stroke: mediation by declining kidney function.Diabetol Metab Syndr. 2025 Feb 8;17(1):50. doi: 10.1186/s13098-025-01608-9. Diabetol Metab Syndr. 2025. PMID: 39920850 Free PMC article.
-
Association between dietary omega-3 fatty acid intake and all-cause mortality in patients with osteoarthritis: a population-based prospective cohort study.Sci Rep. 2024 Nov 3;14(1):26516. doi: 10.1038/s41598-024-78486-0. Sci Rep. 2024. PMID: 39489860 Free PMC article.
-
The relationship between visceral adipose tissue and osteoarthritis among older adults: evidence from the NHANES 1999-2018.Front Nutr. 2025 Feb 5;12:1526377. doi: 10.3389/fnut.2025.1526377. eCollection 2025. Front Nutr. 2025. PMID: 39973921 Free PMC article.
-
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.Sci Rep. 2025 Jul 1;15(1):21529. doi: 10.1038/s41598-025-05686-7. Sci Rep. 2025. PMID: 40595875 Free PMC article.
References
-
- Cross M, Smith E, Hoy D, Nolte S, Ackerman I, Fransen M, et al. The global burden of hip and knee osteoarthritis: estimates from the global burden of disease 2010 study. Ann Rheum Dis. 2014;73:1323–30. - PubMed
-
- Ma VY, Chan L, Carruthers KJ. Incidence, prevalence, costs, and impact on disability of common conditions requiring rehabilitation in the United States: stroke, spinal cord injury, traumatic brain injury, multiple sclerosis, osteoarthritis, rheumatoid arthritis, limb loss, and back pain. Arch Phys Med Rehabil. 2014;95:986–e9951. - PMC - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Research Materials