Metabolically healthy obesity and risk of incident type 2 diabetes: a meta-analysis of prospective cohort studies
- PMID: 24661566
- PMCID: PMC4309497
- DOI: 10.1111/obr.12157
Metabolically healthy obesity and risk of incident type 2 diabetes: a meta-analysis of prospective cohort studies
Abstract
The risk of type 2 diabetes among obese adults who are metabolically healthy has not been established. We systematically searched Medline (1946-August 2013) and Embase (1947-August 2013) for prospective studies of type 2 diabetes incidence (defined by blood glucose levels or self-report) among metabolically healthy obese adults (defined by body mass index [BMI] and normal cardiometabolic clustering, insulin profile or risk score) aged ≥18 years at baseline. We supplemented the analysis with an original effect estimate from the English Longitudinal Study of Ageing (ELSA), with metabolically healthy obesity defined as BMI ≥ 30 kg m(-2) and <2 of hypertension, impaired glycaemic control, systemic inflammation, adverse high-density lipoprotein cholesterol and adverse triglycerides. Estimates from seven published studies and ELSA were pooled using random effects meta-analyses (1,770 healthy obese participants; 98 type 2 diabetes cases). The pooled adjusted relative risk (RR) for incident type 2 diabetes was 4.03 (95% confidence interval = 2.66-6.09) in healthy obese adults and 8.93 (6.86-11.62) in unhealthy obese compared with healthy normal-weight adults. Although there was between-study heterogeneity in the size of effects (I(2) = 49.8%; P = 0.03), RR for healthy obesity exceeded one in every study, indicating a consistently increased risk across study populations. Metabolically healthy obese adults show a substantially increased risk of developing type 2 diabetes compared with metabolically healthy normal-weight adults. Prospective evidence does not indicate that healthy obesity is a harmless condition.
Keywords: Metabolic health; obesity; type 2 diabetes.
© 2014 The Authors. obesity reviews © 2014 International Association for the Study of Obesity.
Figures



Similar articles
-
Risk of future depression in people who are obese but metabolically healthy: the English longitudinal study of ageing.Mol Psychiatry. 2012 Sep;17(9):940-5. doi: 10.1038/mp.2012.30. Epub 2012 Apr 24. Mol Psychiatry. 2012. PMID: 22525487 Free PMC article.
-
TyG Index Change Is More Determinant for Forecasting Type 2 Diabetes Onset Than Weight Gain.Medicine (Baltimore). 2016 May;95(19):e3646. doi: 10.1097/MD.0000000000003646. Medicine (Baltimore). 2016. PMID: 27175686 Free PMC article.
-
Association of metabolically healthy obesity with depressive symptoms: pooled analysis of eight studies.Mol Psychiatry. 2014 Aug;19(8):910-4. doi: 10.1038/mp.2013.162. Epub 2013 Dec 3. Mol Psychiatry. 2014. PMID: 24296976 Free PMC article.
-
Combined effect of obesity and cardio-metabolic abnormality on the risk of cardiovascular disease: a meta-analysis of prospective cohort studies.Int J Cardiol. 2013 Oct 12;168(5):4761-8. doi: 10.1016/j.ijcard.2013.07.230. Epub 2013 Aug 1. Int J Cardiol. 2013. PMID: 23972953 Review.
-
Nordic dietary patterns and cardiometabolic outcomes: a systematic review and meta-analysis of prospective cohort studies and randomised controlled trials.Diabetologia. 2022 Dec;65(12):2011-2031. doi: 10.1007/s00125-022-05760-z. Epub 2022 Aug 26. Diabetologia. 2022. PMID: 36008559 Free PMC article.
Cited by
-
Visceral abdominal fat accumulation predicts the conversion of metabolically healthy obese subjects to an unhealthy phenotype.Int J Obes (Lond). 2015 Sep;39(9):1365-70. doi: 10.1038/ijo.2015.75. Epub 2015 Apr 29. Int J Obes (Lond). 2015. PMID: 25920773 Free PMC article.
-
Metabolically Healthy Obesity: Is It Really a Benign Condition?J Obes Metab Syndr. 2021 Mar 30;30(1):1-3. doi: 10.7570/jomes21011. J Obes Metab Syndr. 2021. PMID: 33653972 Free PMC article. No abstract available.
-
Sex and Gender Differences in Risk, Pathophysiology and Complications of Type 2 Diabetes Mellitus.Endocr Rev. 2016 Jun;37(3):278-316. doi: 10.1210/er.2015-1137. Epub 2016 May 9. Endocr Rev. 2016. PMID: 27159875 Free PMC article. Review.
-
Irruption of Network Analysis to Explain Dietary, Psychological and Nutritional Patterns and Metabolic Health Status in Metabolically Healthy and Unhealthy Overweight and Obese University Students: Ecuadorian Case.Nutrients. 2024 Sep 1;16(17):2924. doi: 10.3390/nu16172924. Nutrients. 2024. PMID: 39275240 Free PMC article.
-
Obesity phenotype and patient-reported outcomes in moderate and severe chronic kidney disease: a cross-sectional study from the CKD-REIN cohort study.Qual Life Res. 2019 Jul;28(7):1873-1883. doi: 10.1007/s11136-019-02110-2. Epub 2019 Jan 18. Qual Life Res. 2019. PMID: 30659448
References
-
- International Diabetes Federation. 2012. IDF Diabetes Atlas.
-
- Vazquez G, Duval S, Jacobs DR, Silventoinen K. Comparison of body mass index, waist circumference, and waist/hip ratio in predicting incident diabetes: a meta-analysis. Epidemiol Rev. 2007;29:115–128. - PubMed
-
- Kahn SE, Hull RL, Utzschneider KM. Mechanisms linking obesity to insulin resistance and type 2 diabetes. Nature. 2006;444:840–846. - PubMed
-
- Pradhan AD, Manson JE, Rifai N, Buring JE, Ridker PM. C-reactive protein, interleukin 6, and risk of developing type 2 diabetes mellitus. JAMA. 2001;286:327–334. - PubMed
-
- Donath MY, Shoelson SE. Type 2 diabetes as an inflammatory disease. Nat Rev Immunol. 2011;11:98–107. - PubMed
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical