Progression from metabolically benign to at-risk obesity in perimenopausal women: a longitudinal analysis of study of women across the nation (SWAN)
- PMID: 24846534
- PMCID: PMC4079312
- DOI: 10.1210/jc.2013-3259
Progression from metabolically benign to at-risk obesity in perimenopausal women: a longitudinal analysis of study of women across the nation (SWAN)
Abstract
Background: Little is known about the natural history of progression from a metabolically benign overweight/obese (MBO) to at-risk overweight/obese (ARO) phenotype. Improved understanding would help clinicians focus on controlling risk factors that predispose an obese individual to progression.
Methods: Using discrete-time proportional hazard modeling on data from the Study of Women's Health Across the Nation (SWAN), we examined the incident progression from MBO (less than two metabolic syndrome abnormalities) to ARO (two or more metabolic syndrome abnormalities) and factors associated with progression over a 7-year period.
Results: Of 866 MBO women at baseline, 43% progressed to the ARO phenotype. Compared with those who remained MBO, those who progressed had higher baseline BMI and a higher prevalence of cardiometabolic abnormalities (elevated glucose, triglycerides, blood pressure and low high-density lipoprotein cholesterol). In multivariable analyses, an increase in body mass index was associated with a modest increase in the risk of progression. Although all cardiometabolic abnormalities were associated with an increased risk, the baseline impaired fasting glucose showed the strongest association with the risk of progression [hazard ratio 3.24; 95% confidence interval 2.10, 4.92; P < .001]. Physical activity played a protective role in decreasing the risk of progression [hazard ratio 0.86; 95% confidence interval 0.80, 0.92; P < .001].
Conclusions: Increasing obesity and the presence of cardiometabolic abnormalities increase the risk of progression, whereas physical activity is the only lifestyle factor protective against progression from metabolically benign to the at-risk overweight/obese phenotype, a state that is unanimously associated with an elevated risk of cardiovascular morbidity and mortality.
Figures
Similar articles
-
Fatty liver as a risk factor for progression from metabolically healthy to metabolically abnormal in non-overweight individuals.Endocrine. 2017 Jul;57(1):89-97. doi: 10.1007/s12020-017-1313-6. Epub 2017 May 16. Endocrine. 2017. PMID: 28508194
-
Association of body mass index and its long-term changes with cardiometabolic diseases: A nationwide twin study.Clin Nutr. 2021 Nov;40(11):5467-5474. doi: 10.1016/j.clnu.2021.09.030. Epub 2021 Sep 29. Clin Nutr. 2021. PMID: 34656027
-
Ectopic fat and adipokines in metabolically benign overweight/obese women: the Kronos Early Estrogen Prevention Study.Obesity (Silver Spring). 2013 Aug;21(8):1726-33. doi: 10.1002/oby.20200. Epub 2013 May 13. Obesity (Silver Spring). 2013. PMID: 23670850 Free PMC article. Clinical Trial.
-
Relations of Metabolically Healthy and Unhealthy Obesity to Digital Vascular Function in Three Community-Based Cohorts: A Meta-Analysis.J Am Heart Assoc. 2017 Mar 8;6(3):e004199. doi: 10.1161/JAHA.116.004199. J Am Heart Assoc. 2017. PMID: 28275071 Free PMC article. Review.
-
[Cardiovascular risk and cardiometabolic risk: an epidemiological evaluation].G Ital Cardiol (Rome). 2008 Apr;9(4 Suppl 1):6S-17S. G Ital Cardiol (Rome). 2008. PMID: 18773746 Review. Italian.
Cited by
-
Obesity or obesities? Controversies on the association between body mass index and premature mortality.Eat Weight Disord. 2016 Jun;21(2):165-74. doi: 10.1007/s40519-016-0278-4. Eat Weight Disord. 2016. PMID: 27043948 Review.
-
Longitudinal Changes in Insulin Resistance in Normal Weight, Overweight and Obese Individuals.J Clin Med. 2019 May 8;8(5):623. doi: 10.3390/jcm8050623. J Clin Med. 2019. PMID: 31071971 Free PMC article.
References
-
- Katzmarzyk PT, Janssen I, Ross R, et al. The importance of waist circumference in the definition of metabolic syndrome: prospective analyses of mortality in men. Diabetes Care. 2006;29:404–409 - PubMed
-
- Marini MA, Succurro E, Frontoni S, et al. Metabolically healthy but obese women have an intermediate cardiovascular risk profile between healthy nonobese women and obese insulin-resistant women. Diabetes Care. 2007;30:2145–2147 - PubMed
-
- Wildman RP, Muntner P, Reynolds K, et al. The obese without cardiometabolic risk factor clustering and the normal weight with cardiometabolic risk factor clustering: prevalence and correlates of 2 phenotypes among the US population (NHANES 1999–2004). Arch Intern Med. 2008;168:1617–1624 - PubMed
Publication types
MeSH terms
Grants and funding
- K23HL105790/HL/NHLBI NIH HHS/United States
- U01AG012535/AG/NIA NIH HHS/United States
- U01 AG012554/AG/NIA NIH HHS/United States
- U01AG012546/AG/NIA NIH HHS/United States
- U01AG012495/AG/NIA NIH HHS/United States
- K23 HL105790/HL/NHLBI NIH HHS/United States
- U01AG012531/AG/NIA NIH HHS/United States
- U01AG012505/AG/NIA NIH HHS/United States
- U01AG012539/AG/NIA NIH HHS/United States
- U01 AG012495/AG/NIA NIH HHS/United States
- U01 AG012505/AG/NIA NIH HHS/United States
- U01 AG012531/AG/NIA NIH HHS/United States
- U01NR004061/NR/NINR NIH HHS/United States
- U01AG012553/AG/NIA NIH HHS/United States
- U01 AG012535/AG/NIA NIH HHS/United States
- U01 AG012553/AG/NIA NIH HHS/United States
- U01 NR004061/NR/NINR NIH HHS/United States
- U01 AG012539/AG/NIA NIH HHS/United States
- U01AG012554/AG/NIA NIH HHS/United States
- U01 AG012546/AG/NIA NIH HHS/United States
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical