Abstract
Introduction:
Obesity is thought to exert detrimental effects on the cardiovascular (CV) system. However, this relationship is impacted by the co-occurrence of CV risk factors, type 2 diabetes (T2DM) and overt disease. We examined the relationships between obesity, assessed by body mass index (BMI) and waist circumference (WC), and CV function in 102 subjects without overt CV disease. We hypothesized that obesity would be independently predictive of CV remodeling and functional differences, especially at peak exercise.
Methods:
Brachial (bSBP) and central (cSBP) systolic pressure, carotid-to-femoral pulse wave velocity (PWVcf) augmentation index (AGI; by SphygmoCor), and carotid remodeling (B-mode ultrasound) were examined at rest. Further, peak exercise cardiac imaging (Doppler ultrasound) was performed to measure the coupling between the heart and arterial system.
Results:
In backward elimination regression models, accounting for CV risk factors, neither BMI nor WC were predictors of carotid thickness or PWVcf; rather age, triglycerides and hypertension were the main determinants. However, BMI and WC predicted carotid cross-sectional area and lumen diameter. When examining the relationship between body size and SBP, BMI (β=0.32) and WC (β=0.25) were predictors of bSBP (P<0.05), whereas, BMI was the only predictor of cSBP (β=0.22, P<0.05) indicating a differential relationship between cSBP, bSBP and body size. Further, BMI (β=−0.26) and WC (β=−0.27) were independent predictors of AGI (P<0.05). As for resting cardiac diastolic function, WC seemed to be a better predictor than BMI. However, both BMI and WC were inversely and independently related to arterial-elastance (net arterial load) and end-systolic elastance (cardiac contractility) at rest and peak exercise.
Conclusion:
These findings illustrate that obesity, without T2DM and overt CV disease, and after accounting for CV risk factors, is susceptible to pathophysiological adaptations that may predispose individuals to an increased risk of CV events.
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References
Ogden CL, Carroll MD, Kit BK, Flegal KM . Prevalence of Obesity and Trends in Body Mass Index Among US Children and Adolescents, 1999-2010. JAMA 2012; 307: 483–490.
Kopelman P . Health risks associated with overweight and obesity. Obesity Rev 2007; 8: 13–17.
Pascual M, Pascual DA, Soria F, Vicente T, Hernandez AM, Tebar FJ et al. Effects of isolated obesity on systolic and diastolic left ventricular function. Heart 2003; 89: 1152–1156.
Maher V, O'Dowd M, Carey M, Markham C, Byrne A, Hand E et al. Association of central obesity with early Carotid intima-media thickening is independent of that from other risk factors. Int J Obes (Lond) 2009; 33: 136–143.
Chirinos JA, Segers P, De Buyzere ML, Kronmal RA, Raja MW, De Bacquer D et al. Left ventricular mass: allometric scaling, normative values, effect of obesity, and prognostic performance. Hypertension 2010; 56: 91–98.
Eckel RH, York DA, Rossner S, Hubbard V, Caterson I, St Jeor ST et al. Prevention conference VII: obesity, a worldwide epidemic related to heart disease and stroke: executive summary. Circulation 2004; 110: 2968–2975.
Kannel WB, Cupples LA, Ramaswami R, Stokes J, Kreger BE, Higgins M . Regional obesity and risk of cardiovascular-disease: the Framingham Study. J Clin Epidemiol 1991; 44: 183–190.
Canepa M, Strait JB, Abramov D, Milaneschi Y, AlGhatrif M, Moni M et al. Contribution of central adiposity to left ventricular diastolic function (from the Baltimore Longitudinal Study of Aging). Am J Cardiol 2012; 109: 1171–1178.
Kenchaiah S, Evans JC, Levy D, Wilson PWF, Benjamin EJ, Larson MG et al. Obesity and the risk of heart failure. N Engl J Med 2002; 347: 305–313.
Chantler PD, Lakatta EG, Najjar SS . Arterial-ventricular coupling: mechanistic insights into cardiovascular performance at rest and during exercise. J Appl Physiol 2008; 105: 1342–1351.
Antonini-Canterin F, Enache R, Popescu BA, Popescu AC, Ginghina C, Leiballi E et al. Prognostic value of ventricular-arterial coupling and B-type natriuretic peptide in patients after myocardial infarction: a five-year follow-up study. J Am Soc Echocardiogr 2009; 22: 1239–1245.
Borlaug BA, Kass DA . Ventricular-vascular interaction in heart failure. Heart Fail Clin 2008; 4: 23–36.
Romero-Corral A, Somers VK, Sierra-Johnson J, Thomas RJ, Collazo-Clavell ML, Korinek J et al. Accuracy of body mass index in diagnosing obesity in the adult general population. Int J Obes (Lond) 2008; 32: 959–966.
Han TS, McNeill G, Seidell JC, Lean ME . Predicting intra-abdominal fatness from anthropometric measures: the influence of stature. Int J Obes Relat Metab Disord 1997; 21: 587–593.
Bigaard J, Tjonneland A, Thomsen BL, Overvad K, Heitmann BL, Sorensen TI . Waist circumference, BMI, smoking, and mortality in middle-aged men and women. Obes Res 2003; 11: 895–903.
Janssen I, Heymsfield SB, Allison DB, Kotler DP, Ross R . Body mass index and waist circumference independently contribute to the prediction of nonabdominal, abdominal subcutaneous, and visceral fat. Am J Clin Nutr 2002; 75: 683–688.
Shah NR, Braverman ER . Measuring adiposity in patients: the utility of body mass index (BMI), percent body fat, and leptin. PLoS One 2012; 7: 4.
Donley DA, Fournier SB, Reger BL, DeVallance E, Bonner DE, Olfert IM et al. Aerobic exercise training reduces arterial stiffness in metabolic syndrome. J Appl Physiol 2014; 116: 1396–404.
Fournier SB, Reger BL, Donley DA, Bonner DE, Warden BE, Gharib W et al. Exercise reveals impairments in left ventricular systolic function in patients with metabolic syndrome. Exp Physiol 2013; 99: 149–163.
Hoit BD . Left ventricular diastolic function. Crit Care Med 2007; 35: S340–S347.
Chirinos JA, Rietzschel ER, De Buyzere ML, De Bacquer D, Gillebert TC, Gupta AK et al. Arterial load and ventricular-arterial coupling. Hypertension 2009; 54: 558–566.
Chantler PD, Clements RE, Sharp L, George KP, Tan LB, Goldspink DF . The influence of body size on measurements of overall cardiac function. Am J Physiol Heart Circ Physiol 2005; 289: H2059–H2065.
Batterham AM, Vanderburgh PM, Mahar MT, Jackson AS . Modeling the influence of body size onV̇o 2 peak: effects of model choice and body composition. J Appl Physiol 1999; 87: 1317–1325.
National Institutes of Health NH, Lung, and Blood Institute. Clinical guidelines on the identification, evaluation, and treatment of overweight and obesity in adults–the evidence report. National Institutes of Health. Obes Res 1998; 6: 51S–209S.
Cutler JA, Sorlie PD, Wolz M, Thom T, Fields LE, Roccella EJ . Trends in hypertension prevalence, awareness, treatment, and control rates in United States adults between 1988-1994 and 1999-2004. Hypertension 2008; 52: 818–827.
Johnson D, Prud'homme D, Despres JP, Nadeau A, Tremblay A, Bouchard C . Relation of abdominal obesity to hyperinsulinemia and high blood pressure in men. Int J Obes Relat Metab Disord 1992; 16: 881–890.
Okosun IS, Prewitt TE, Cooper RS . Abdominal obesity in the United States: prevalence and attributable risk of hypertension. J Hum Hypertens 1999; 13: 425–430.
Dyer AR, Elliott P . The INTERSALT study: relations of body mass index to blood pressure. INTERSALT Co-operative Research Group. J Hum Hypertens 1989; 3: 299–308.
Kolade OO, O'Moore-Sullivan TM, Stowasser M, Coombes JS, Fassett RG, Marwick TH et al. Arterial stiffness, central blood pressure and body size in health and disease. Int J Obes (Lond) 2012; 36: 93–99.
Siani A, Cappuccio FP, Barba G, Trevisan M, Farinaro E, Iacone R et al. The Relationship of Waist Circumference to Blood Pressure: The Olivetti Heart Study*. Am J Hypertens 2002; 15: 780–786.
Emdin M, Gastaldelli A, Muscelli E, Macerata A, Natali A, Camastra S et al. Hyperinsulinemia and autonomic nervous system dysfunction in obesity: effects of weight loss. Circulation 2001; 103: 513–519.
Hirsch J, Leibel RL, Mackintosh R, Aguirre A . Heart rate variability as a measure of autonomic function during weight change in humans. Am J Physiol 1991; 261: R1418–R1423.
Zebekakis PE, Nawrot T, Thijs L, Balkestein EJ, van der Heijden-Spek J, Van Bortel LM et al. Obesity is associated with increased arterial stiffness from adolescence until old age. J Hypertens 2005; 23: 1839–1846.
Maple-Brown LJ, Piers LS, O'Rourke MF, Celermajer DS, O'Dea K . Increased arterial stiffness in remote Indigenous Australians with high risk of cardiovascular disease. J Hypertens 2007; 25: 585–591.
Mangoni AA, Giannattasio C, Brunani A, Failla M, Colombo M, Bolla G et al. Radial artery compliance in young, obese, normotensive subjects. Hypertension 1995; 26: 984–988.
Schannwell CM, Schneppenheim M, Perings S, Plehn G, Strauer BE . Left ventricular diastolic dysfunction as an early manifestation of diabetic cardiomyopathy. Cardiology 2002; 98: 33–39.
Bella JN, Palmieri V, Roman MJ, Liu JE, Welty TK, Lee ET et al. Mitral ratio of peak early to late diastolic filling velocity as a predictor of mortality in middle-aged and elderly adults: the Strong Heart Study. Circulation 2002; 105: 1928–1933.
Kitzman DW, Gardin JM, Gottdiener JS, Arnold A, Boineau R, Aurigemma G et al. Importance of heart failure with preserved systolic function in patients>or=65 years of age. CHS Research Group. Cardiovascular Health Study. Am J Cardiol 2001; 87: 413–419.
Russo C, Jin Z, Homma S, Rundek T, Elkind MS, Sacco RL et al. Effect of obesity and overweight on left ventricular diastolic function: a community-based study in an elderly cohort. J Am Coll Cardiol 2011; 57: 1368–1374.
Yusuf S, Hawken S, Ounpuu S, Bautista L, Franzosi MG, Commerford P et al. Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case-control study. Lancet 2005; 366: 1640–1649.
Pischon T, Boeing H, Hoffmann K, Bergmann M, Schulze MB, Overvad K et al. General and abdominal adiposity and risk of death in Europe. N Engl J Med 2008; 359: 2105–2120.
Najjar SS, Schulman SP, Gerstenblith G, Fleg JL, Kass DA, O'Connor F et al. Age and gender affect ventricular-vascular coupling during aerobic exercise. J Am Coll Cardiol 2004; 44: 611–617.
Lam CS, Roger VL, Rodeheffer RJ, Bursi F, Borlaug BA, Ommen SR et al. Cardiac structure and ventricular-vascular function in persons with heart failure and preserved ejection fraction from Olmsted County, Minnesota. Circulation 2007; 115: 1982–1990.
Fox CS, Gona P, Hoffmann U, Porter SA, Salton CJ, Massaro JM et al. Pericardial fat, intrathoracic fat, and measures of left ventricular structure and function: the Framingham Heart Study. Circulation 2009; 119: 1586–1591.
Neeland IJ, Gupta S, Ayers CR, Turer AT, Rame JE, Das SR et al. Relation of regional fat distribution to left ventricular structure and function. Circ Cardiovasc Imaging 2013; 6: 800–807.
Yudkin JS, Stehouwer CD, Emeis JJ, Coppack SW . C-reactive protein in healthy subjects: associations with obesity, insulin resistance, and endothelial dysfunction: a potential role for cytokines originating from adipose tissue? Arterioscler Thromb Vasc Biol 1999; 19: 972–978.
Festa A, D'Agostino Jr R, Williams K, Karter AJ, Mayer-Davis EJ, Tracy RP et al. The relation of body fat mass and distribution to markers of chronic inflammation. Int J Obes Relat Metab Disord 2001; 25: 1407–1415.
Fichtlscherer S, Rosenberger G, Walter DH, Breuer S, Dimmeler S, Zeiher AM . Elevated C-reactive protein levels and impaired endothelial vasoreactivity in patients with coronary artery disease. Circulation 2000; 102: 1000–1006.
Abramson JL, Weintraub WS, Vaccarino V . Association between pulse pressure and C-reactive protein among apparently healthy US adults. Hypertension 2002; 39: 197–202.
Forouhi NG, Sattar N, McKeigue PM . Relation of C-reactive protein to body fat distribution and features of the metabolic syndrome in Europeans and South Asians. Int J Obes Relat Metab Disord 2001; 25: 1327–1331.
Thorand B, Baumert J, Doring A, Herder C, Kolb H, Rathmann W et al. Sex differences in the relation of body composition to markers of inflammation. Atherosclerosis 2006; 184: 216–224.
Schreiner PJ, Terry JG, Evans GW, Hinson WH, Crouse 3rd JR, Heiss G . Sex-specific associations of magnetic resonance imaging-derived intra-abdominal and subcutaneous fat areas with conventional anthropometric indices. The Atherosclerosis Risk in Communities Study. Am J Epidemiol 1996; 144: 335–345.
Chen CH, Fetics B, Nevo E, Rochitte CE, Chiou KR, Ding PA et al. Noninvasive single-beat determination of left ventricular end-systolic elastance in humans. J Am Coll Cardiol 2001; 38: 2028–2034.
Lee WS, Huang WP, Yu WC, Chiou KR, Ding PY, Chen CH . Estimation of preload recruitable stroke work relationship by a single-beat technique in humans. Am J Physiol Heart Circ Physiol 2003; 284: H744–H750.
Acknowledgements
We thank Charles Murray and Diana Stofcheck for their help with the echocardiography. This study was supported in part by the American Heart Association 11CRP7370056 (PDC), National Heart, Lung, Blood Institute T32- HL090610 (SBF) and the National Institute of General Medical Sciences of the National Institutes of Health under Award Number U54GM104942. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Author Contributions
EDV, SBF and PDC contributed in the conception, design, data analysis, drafting and revising of the manuscript. DAD, DEB, KL and JCF contributed in data collection, interpretation of results, writing and reviewing of the manuscript.
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DeVallance, E., Fournier, S., Donley, D. et al. Is obesity predictive of cardiovascular dysfunction independent of cardiovascular risk factors?. Int J Obes 39, 244–253 (2015). https://doi.org/10.1038/ijo.2014.111
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DOI: https://doi.org/10.1038/ijo.2014.111
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