Central adiposity markers, plasma lipid profile and cardiometabolic risk prediction in overweight-obese individuals
- PMID: 29779870
- DOI: 10.1016/j.clnu.2018.04.014
Central adiposity markers, plasma lipid profile and cardiometabolic risk prediction in overweight-obese individuals
Abstract
Background: Waist circumference (WC) is the currently recommended marker of central fat for cardiometabolic risk screening. Alternative surrogate markers have been recently proposed to better reflect the metabolic impact of central fat accumulation per se, based on WC normalization by height (Weight-to-Height Ratio - WtoH; Body Roundness Index - BRI) or body mass index (BMI) without (A Body Shape Index - ABSI) or with inclusion of plasma triglyceride and HDL-cholesterol concentrations (Visceral Adiposity Index - VAI).
Methods: We investigated associations between WtoH, BRI, ABSI or VAI and insulin resistance (HOMA-index) or metabolic syndrome (MetS) in a general population cohort from the North-East Italy Mo.Ma. study (n = 1965, age = 49 ± 13 years, BMI = 26.7 ± 5.2 kg/m2). Baseline values were also evaluated as predictors of future insulin resistance and MetS in overweight-obese individuals undergoing 5-year follow-up (Ow-Ob) (n = 263; age = 54 ± 9, BMI = 30,7 ± 4,1).
Results: Compared to WC or BMI, basal WtoH and BRI were similarly associated with baseline HOMA and MetS prevalence after multiple adjustments (P < 0.001) and all markers similarly predicted 5-year HOMA and MetS (P < 0.001). Under basal conditions, superimposable results were observed for VAI whereas ABSI was less accurate or unable to identify baseline HOMA and MetS (p < 0.05 vs WtoH-BRI-VAI-WC-BMI). VAI had highest 5-year risk predictive value in Ow-Ob [ROC Area Under the Curve (AUC) VAI > WtoH-BRI-WC-BMI; p < 0.05] while no predictive value was in contrast observed for ABSI (ROC AUC ABSI < WtoH-BRI-WC-BMI; p < 0.05). Using alternate formulae with plasma lipid inclusion in ABSI and removal from VAI calculations completely reversed their 5-year predictive value and AUC.
Conclusions: The current findings do not support replacement of WC with height-normalized anthropometric central fat surrogate markers to predict cardiometabolic risk in the general and overweight-obese population. BMI-normalization impairs risk assessment unless plasma lipid concentrations are available and included in calculations.
Keywords: A body shape index; Body mass index; Insulin resistance; Metabolic syndrome; Obesity; Waist circumference.
Copyright © 2018 Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. All rights reserved.
Similar articles
-
Obesity- and lipid-related indices as a predictor of obesity metabolic syndrome in a national cohort study.Front Public Health. 2023 Feb 14;11:1073824. doi: 10.3389/fpubh.2023.1073824. eCollection 2023. Front Public Health. 2023. PMID: 36875382 Free PMC article.
-
Comparison of visceral, general and central obesity indices in the prediction of metabolic syndrome in maintenance hemodialysis patients.Eat Weight Disord. 2020 Jun;25(3):727-734. doi: 10.1007/s40519-019-00678-9. Epub 2019 Apr 9. Eat Weight Disord. 2020. PMID: 30968371
-
Predicting value of five anthropometric measures in metabolic syndrome among Jiangsu Province, China.BMC Public Health. 2020 Aug 31;20(1):1317. doi: 10.1186/s12889-020-09423-9. BMC Public Health. 2020. PMID: 32867710 Free PMC article.
-
Effectiveness of body roundness index in predicting metabolic syndrome: A systematic review and meta-analysis.Obes Rev. 2020 Jul;21(7):e13023. doi: 10.1111/obr.13023. Epub 2020 Apr 8. Obes Rev. 2020. PMID: 32267621
-
Association of body roundness index with cardiovascular disease in patients with cardiometabolic syndrome: a cross-sectional study based on NHANES 2009-2018.Front Endocrinol (Lausanne). 2025 Feb 3;16:1524352. doi: 10.3389/fendo.2025.1524352. eCollection 2025. Front Endocrinol (Lausanne). 2025. PMID: 39963283 Free PMC article. Review.
Cited by
-
Comparison of Central Fat Accumulation Indices with Body Mass Index in Women with Polycystic Ovary Syndrome.J Obstet Gynaecol India. 2023 Oct;73(Suppl 1):156-160. doi: 10.1007/s13224-023-01834-z. Epub 2023 Sep 20. J Obstet Gynaecol India. 2023. PMID: 37916001 Free PMC article.
-
Visceral Adiposity Index Plays an Important Role in Prognostic Prediction in Patients With Non-ST-Segment Elevation Acute Coronary Syndrome and Type 2 Diabetes Mellitus Undergoing Percutaneous Coronary Intervention.Front Cardiovasc Med. 2021 Nov 18;8:735637. doi: 10.3389/fcvm.2021.735637. eCollection 2021. Front Cardiovasc Med. 2021. PMID: 34869637 Free PMC article.
-
Effect and safety of electroacupuncture on weight loss in obese patients with pre-diabetes: study protocol of a randomised controlled trial.BMJ Open. 2024 Mar 8;14(3):e075873. doi: 10.1136/bmjopen-2023-075873. BMJ Open. 2024. PMID: 38458786 Free PMC article.
-
Abundance of Gut Microbiota, Concentration of Short-Chain Fatty Acids, and Inflammatory Markers Associated with Elevated Body Fat, Overweight, and Obesity in Female Adolescents.Mediators Inflamm. 2019 Dec 17;2019:7346863. doi: 10.1155/2019/7346863. eCollection 2019. Mediators Inflamm. 2019. PMID: 31933541 Free PMC article.
-
The Usefulness of Anthropometric Indices to Identify the Risk of Metabolic Syndrome.Nutrients. 2019 Oct 29;11(11):2598. doi: 10.3390/nu11112598. Nutrients. 2019. PMID: 31671800 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Miscellaneous