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Does one size fit all? The role of body mass index and waist circumference in systemic inflammation in midlife by race and gender

. 2017 Apr ; 22 (2) : 169-183. [epub] 20161024

Language English Country Great Britain, England Media print-electronic

Document type Journal Article, Observational Study

Grant support
UL1 TR000427 NCATS NIH HHS - United States
M01 RR000865 NCRR NIH HHS - United States
U54 MD008176 NIMHD NIH HHS - United States
P30 DK079626 NIDDK NIH HHS - United States
K12 HS023009 AHRQ HHS - United States
U19 AG051426 NIA NIH HHS - United States
M01 RR023942 NCRR NIH HHS - United States
P01 AG020166 NIA NIH HHS - United States

OBJECTIVE: This study investigates the associations of body mass index (BMI) and waist circumference (WC) with markers of systemic inflammation in midlife by race and gender. DESIGN: Data were obtained from the Survey of Midlife in the United States, a cross-sectional, observational study of Americans 35 years old or older (White men: N = 410; White women: N = 490; Black men: N = 58; Black women: N = 117). Inflammation was measured by concentrations of fibrinogen and C-reactive protein (CRP) in fasting plasma and concentrations of E-selectin and interleukin-6 (IL-6) in fasting serum. Anthropometric data were used to obtain BMI and WC. Socio-demographic and health-related factors were assessed with a survey. Multivariate models by race and gender were estimated to test the roles of BMI and WC for each inflammation marker. RESULTS: Compared to White men, Black women have higher BMI and higher levels of all four inflammation markers; White women have lower BMI, lower WC, and lower E-selectin and fibrinogen but higher CRP; and Black men have higher fibrinogen. After adjusting for socio-demographic and health-related covariates as well as perceived discrimination, WC is associated with all four markers of inflammation among White men and women; with three markers (fibrinogen, CRP, and IL-6) of inflammation among Black women; and with CRP (and marginally with fibrinogen and E-selectin) among Black men. BMI is associated with higher CRP and fibrinogen among Black men (marginally so for White men) but not for women of either race. CONCLUSIONS: WC shows more consistent associations with inflammation markers than BMI, although the relationships vary by inflammation marker and population group. Our findings suggest that WC is a risk factor for systemic inflammation among White and Black men and women, and BMI is an additional risk factor for Black men.

See more in PubMed

Berg AH, Scherer PE. Adipose Tissue, Inflammation, and Cardiovascular Disease. Circulation Research. 2005;96(9):939–949. PubMed

Boyne MS, Bennett NR, Cooper RS, Royal-Thomas TY, Bennett FI, Luke A, Wilks RJ, Forrester TE. Sex-differences in Adiponectin Levels and Body Fat Distribution: Longitudinal Observations in Afro-Jamaicans. Diabetes Research and Clinical Practice. 2010;90(2):e33–e36. PubMed PMC

Buys DR, Howard VJ, McClure LA, Buys KC, Sawyer P, Allman RM, Levitan EB. Association Between Neighborhood Disadvantage and Hypertension Prevalence, Awareness, Treatment, and Control in Older Adults: Results from the University of Alabama at Birmingham Study of Aging. American Journal of Public Health. 2015;105(6):1181–1188. PubMed PMC

Cartier A, Côté M, Lemieux I, Pérusse L, Tremblay A, Bouchard C, Després J-P. Sex Differences in Inflammatory Markers: What is the Contribution of Visceral Adiposity? The American Journal of Clinical Nutrition. 2009;89(5):1307–1314. PubMed

CDC. About Adult BMI. Centers for Disease Control and Prevention; 2016.

Choi J, Joseph L, Pilote L. Obesity and C-reactive Protein in Various Populations: A Systematic Review and Meta-analysis. Obesity Reviews. 2013;14(3):232–244. PubMed

Elinav E, Nowarski R, Thaiss CA, Hu B, Jin C, Flavell RA. Inflammation-induced Cancer: Crosstalk Between Tumours, Immune Cells and Microorganisms. Nature Reviews Cancer. 2013;13(11):759–771. PubMed

Everett BM, Pradhan AD, Soloman DH, Paynter N, Macfadyen J, Zaharris E, Gupta M, et al. Rationale and Design of the Cardiovascular Inflammation Reduction Trial: A Test of the Inflammatory Hypothesis of Atherothrombosis. American Heart Journal. 2013;166(2):199–207.e115. PubMed PMC

Ford ES, Giles WH, Myers GL, Rifai N, Ridker PM, Mannino DM. C-reactive Protein Concentration Distribution Among US Children and Young Adults: Findings from the National Health and Nutrition Examination Survey, 1999–2000. Clinical Chemistry. 2003;49(8):1353–1357. PubMed

Frieden TR. CDC Health Disparities and Inequalities Report-United States, 2013. Foreword. Morbidity and mortality weekly report Surveillance summaries (Washington, DC: 2002) 2013;62:1–2. PubMed

Gallagher D, Visser M, Sepúlveda D, Pierson RN, Harris T, Heymsfield SB. How Useful is Body Mass Index for Comparison of Body Fatness Across Age, Sex, and Ethnic Groups? American Journal of Epidemiology. 1996;143(3):228–239. PubMed

Hajer GR, van Haeften TW, Visseren FL. Adipose Tissue Dysfunction in Obesity, Diabetes, and Vascular Diseases. European Heart Journal. 2008;29(24):2959–2971. PubMed

Heymsfield S, Peterson C, Thomas DM, Heo M, Schuna JM., Jr Why are There Race/Ethnic Differences in Adult Body Mass Index-adiposity Relationships? A Quantitative Critical Review. Obesity Reviews. 2016;17(3):262–275. PubMed PMC

Kelley-Hedgepeth A, Lloyd-Jones DM, Colvin A, Matthews KA, Johnston J, Sowers MR, Sternfeld B, Pastemak RC, Chae CU, SWAN investigators Ethnic Differences in Creactive Protein Concentrations. Clinical Chemistry. 2008;54(6):1027–1037. PubMed

Khera A, McGuire DK, Murphy SA, Stanek HG, Das SR, Vongpatanasin W, Wians FH, Jr, Grundy SM, de Lemos JA. Race and Gender Differences in C-reactive Protein Levels. Journal of the American College of Cardiology. 2005;46(3):464–469. PubMed

Kiecolt-Glaser JK, Preacher KJ, MacCallum RC, Atkinson C, Malarkey WB, Glaser R. Chronic Stress and Age-related Increases in the Proinflammatory Cytokine IL-6. Proceedings of the National Academy of Sciences. 2003;100(15):9090–9095. PubMed PMC

Laurson KR, McCann DA, Senchina DS. Age, Sex, and Ethnicity May Modify the Influence of Obesity on Inflammation. Journal of Investigative Medicine. 2011;59(1):27–31. PubMed

Meng YX, Ford ES, Li C, Quarshie A, Al-Mohmoud AM, Giles W, Gibbons GH, Strayhorn G. Association of C-reactive Protein with Surrogate Measures of Insulin Resistance Among Nondiabetic US Adults: Findings from National Health and Nutrition Examination Survey 1999–2002. Clinical Chemistry. 2007;53(12):2152–2159. PubMed

Mezick EJ, Wing RR, McCaffery JM. Associations of Self-Reported and Actigraphy-Assessed Sleep Characteristics with Body Mass Index and Waist Circumference in Adults: Moderation by Gender. Sleep Medicine. 2014;15(1):64–70. PubMed PMC

Olefsky JM, Glass CK. Macrophages, Inflammation, and Insulin Resistance. Annual Review of Physiology. 2010;72:219–246. PubMed

Paalani M, Lee JW, Haddad E, Tonstad S. Determinants of Inflammatory Markers in a Bi-ethnic Population. Ethnicity and Disease. 2011;21(2):142–149. PubMed PMC

Pischon N, Heng N, Bernimoulin JP, Kleber BM, Willich SN, Pischon T. Obesity, Inflammation, and Periodontal Disease. Journal of Dental Research. 2007;86(5):400–409. PubMed

Pou KM, Massaro JM, Hoffmann U, Vasan RS, Maurovich-Horvat P, Larson MG, Keaney JF, Jr, et al. Visceral and Subcutaneous Adipose Tissue Volumes are Cross-sectionally Related to Markers of Inflammation and Oxidative Stress the Framingham Heart Study. Circulation. 2007;116(11):1234–1241. PubMed

Rana JS, Arsenault BJ, Després JP, Côté M, Talmud PJ, Nonio E, Jukema J Wouter, Wareham NJ, Kastelein JJ, Khaw KT, Boekholdt SM. Inflammatory Biomarkers, Physical Activity, Waist Circumference, and Risk of Future Coronary Heart Disease in Healthy Men and Women. European Heart Journal. 2009;32(3):336–344. PubMed

Rexrode KM, Carey VJ, Hennekens CH, Walters EE, Colditz GA, Stampfer MJ, Willett WC, Manson JE. Abdominal Adiposity and Coronary Heart Disease in Women. Jama. 1998;280(21):1843–1848. PubMed

Ross R. Atherosclerosis — An Inflammatory Disease. New England Journal of Medicine. 1999;340(2):115–126. PubMed

Ryff CD, Seeman T, Weinstein M. National Survey of Midlife Development in the United States (MIDUS II): Biomarker Project, 2004–2009. ICPSR29282-v6. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor]: 05-02 2013

Saltevo J, Kautiainen H, Vanhala M. Gender Differences in Adiponectin and Low-grade Inflammation Among Individuals with Normal Glucose Tolerance, Prediabetes, and Type 2 Diabetes. Gender Medicine. 2009;6(3):463–470. PubMed

Saltevo J, Vanhala M, Kautiainen H, Kumpusalo E, Laakso M. Gender Differences in C-reactive Protein, Interleukin-1 Receptor Antagonist and Adiponectin Levels in the Metabolic Syndrome: A Population-based Study. Diabetic Medicine. 2008;25(6):747–750. PubMed

Savoia C, Schiffrin EL. Inflammation in Hypertension. Current Opinion in Nephrology and Hypertension. 2006;15(2):152–158. PubMed

Schiller JS, Lucas JW, Peregoy JA. Summary Health Statistics for US Adults: National Health Interview Survey, 2010. Vital and Health Statistics Series 10, Data from The National Health Survey. 2012;252:1–207. PubMed

Thorand B, Baumert J, Döring A, Herder C, Kolb H, Rathmann W, Giani G, Koenig W. Sex Differences in the Relation of Body Composition to Markers of Inflammation. Atherosclerosis. 2006;184(1):216–224. PubMed

Toker S, Shirom A, Shapira I, Berliner S, Melamed S. The Association Between Burnout, Depression, Anxiety, and Inflammation Biomarkers: C-reactive Protein and Fibrinogen in Men and Women. Journal of Occupational Health Psychology. 2005;10(4):344–362. PubMed

Walston JD, Fallin MD, Cushman M, Lange L, Psaty B, Jenny N, Browner W, Tracy R, Durda P, Reiner A. IL-6 Gene Variation is Associated with IL-6 and C-reactive Protein Levels but not Cardiovascular Outcomes in the Cardiovascular Health Study. Human Genetics. 2007;122(5):485–494. PubMed

Wen M, Browning CR, Cagney KA. Poverty, Affluence, and Income Inequality: Neighborhood Economic Structure and its Implications for Health. Social Science & Medicine. 2003;57(5):843–860. PubMed

Williams D, Yu Y, Jackson JA. Racial Differences in Physical and Mental Health: Socioeconomic Status, Stress and Discrimination. Journal of Health Psychology. 1997;2(3):335–351. PubMed

Woods VD, Montgomery SB, Herring RP. Recruiting Black/African American Men for Research on Prostate Cancer Prevention. Cancer. 2004;100(5):1017–1025. PubMed

Yang Y, Kozloski M. Sex Differences in Age Trajectories of Physiological Dysregulation: Inflammation, Metabolic Syndrome, and Allostatic Load. The Journals of Gerontology Series A: Biological Sciences and Medical Sciences. 2011;66(5):493–500. PubMed PMC

Zhu S, Wang Z, Heshka S, Heo M, Faith MS, Heymsfield SB. Waist Circumference and Obesity-associated Risk Factors Among Whites in the Third National Health and Nutrition Examination Survey: Clinical Action Thresholds. The American Journal of Clinical Nutrition. 2002;76(4):743–743. PubMed

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