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Relationship between body mass and ambulatory blood pressure: comparison with office blood pressure measurement and effect of treatment

Abstract

Epidemiologic studies assessing the relationship between blood pressure (BP), body mass, and cardiovascular events have primarily been based on office BP measurements, and few data are available in the elderly. The aim of the present study was to evaluate the relationship between body mass index (BMI) and BP values obtained by ambulatory blood pressure monitoring (ABPM) as compared to office BP measurements, and the effect of anti-hypertensive treatment on the relationship. The study population consisted of 813 subjects participating in the cardiovascular abnormalities and brain lesions (CABL) study who underwent 24-h ABPM. Office BP (mean of two measurements) was found to be associated with increasing BMI, for both SBP (p ≤ 0.05) and DBP (p ≤ 0.001). In contrast, there was no association seen of increasing BMI with ABPM parameters in the overall cohort, even after adjusting for age and gender. However, among subjects not on anti-hypertensive treatment, office SBP and DBP measurements were significantly correlated with increasing BMI (p ≤ 0.01) as were daytime SBP and 24-h SBP, although with a smaller spread across BMI subgroups compared with office readings. In treated hypertensives, there was only a trend toward increasing office DBP and increasing DBP variability with higher BMI. Our results suggest that body mass may have a less significant influence on BP values in the elderly when ABPM rather than office measurements are considered, particularly in patients receiving anti-hypertensive treatment.

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References

  1. Flegal Km CMDKBKOCL. Prevalence of obesity and trends in the distribution of body mass index among us adults, 1999-2010. JAMA. 2012;307:491.

  2. Roger VL, Go AS, Lloyd-Jones DM, Benjamin EJ, Berry JD, Borden WB, et al. Executive summary: heart disease and stroke statistics—2012 update: a report from the American Heart Association. Circulation. 2012;125:188–97

    Article  PubMed  Google Scholar 

  3. Chirinos JA, Franklin SS, Townsend RR, Raij L, Body mass index and hypertension hemodynamic subtypes in the adult US population. Arch Intern Med. 2009;169:580–6

    Article  PubMed  Google Scholar 

  4. Harris MM, Stevens J, Thomas N, Schreiner P, Folsom AR, Associations of fat distribution and obesity with hypertension in a bi-ethnic population: the ARIC study. Atherosclerosis Risk in Communities Study. Obes Res. 2000;8:516–24

    Article  PubMed  CAS  Google Scholar 

  5. Lawes CM, Vander Hoorn S, Rodgers A, International Society of H. Global burden of blood-pressure-related disease, 2001. Lancet. 2008;371:1513–8

    Article  PubMed  Google Scholar 

  6. Lewington S, Clarke R, Qizilbash N, Peto R, Collins R, Prospective Studies C. Age-specific relevance of usual blood pressure to vascular mortality: a meta-analysis of individual data for one million adults in 61 prospective studies. Lancet. 2002;360:1903–13

    Article  PubMed  Google Scholar 

  7. Khattar RS, Swales JD, Banfield A, Dore C, Senior R, Lahiri A, Prediction of coronary and cerebrovascular morbidity and mortality by direct continuous ambulatory blood pressure monitoring in essential hypertension. Circulation. 1999;100:1071–6

    Article  PubMed  CAS  Google Scholar 

  8. Sega R, Facchetti R, Bombelli M, Cesana G, Corrao G, Grassi G, et al. Prognostic value of ambulatory and home blood pressures compared with office blood pressure in the general population: follow-up results from the Pressioni Arteriose Monitorate e Loro Associazioni (PAMELA) study. Circulation. 2005;111:1777–83

    Article  PubMed  Google Scholar 

  9. Staessen JA, Thijs L, Fagard R, O’Brien ET, Clement D, de Leeuw PW, et al. Predicting cardiovascular risk using conventional vs ambulatory blood pressure in older patients with systolic hypertension. Systolic Hypertension in Europe Trial Investigators. JAMA. 1999;282:539–46

    Article  PubMed  CAS  Google Scholar 

  10. Clement DL, De Buyzere ML, De Bacquer DA, de Leeuw PW, Duprez DA, Fagard RH, et al. Prognostic value of ambulatory blood-pressure recordings in patients with treated hypertension. N Engl J Med. 2003;348:2407–15

    Article  PubMed  Google Scholar 

  11. Kikuya M, Ohkubo T, Asayama K, Metoki H, Obara T, Saito S, et al. Ambulatory blood pressure and 10-year risk of cardiovascular and noncardiovascular mortality: the Ohasama study. Hypertension. 2005;45:240–5

    Article  PubMed  CAS  Google Scholar 

  12. Kotsis V, Stabouli S, Bouldin M, Low A, Toumanidis S, Zakopoulos N, Impact of obesity on 24-hour ambulatory blood pressure and hypertension. Hypertension. 2005;45:602–7

    Article  PubMed  CAS  Google Scholar 

  13. Lurbe E, Invitti C, Torro I, Maronati A, Aguilar F, Sartorio A, et al. The impact of the degree of obesity on the discrepancies between office and ambulatory blood pressure values in youth. J Hypertens. 2006;24:1557–64

    Article  PubMed  CAS  Google Scholar 

  14. Gerber LM, Schwartz JE, Schnall PL, Devereux RB, Warren K, Pickering TG, Effect of body weight changes on changes in ambulatory and standardized non-physician blood pressures over three years. Ann Epidemiol. 1999;9:489–97

    Article  PubMed  CAS  Google Scholar 

  15. Garrison RJ, Kannel WB, Stokes J,III, Castelli WP, Incidence and precursors of hypertension in young adults: the Framingham Offspring Study. Prev Med. 1987;16:235–51

    Article  PubMed  CAS  Google Scholar 

  16. Kannel WB, Schwartz MJ, McNamara PM, Blood pressure and risk of coronary heart disease: the Framingham study. Dis Chest. 1969;56:43–52

    Article  PubMed  CAS  Google Scholar 

  17. Bangalore S, Messerli FH, Wun CC, Zuckerman AL, DeMicco D, Kostis JB, et al. J-curve revisited: an analysis of blood pressure and cardiovascular events in the Treating to New Targets (TNT) Trial. Eur Heart J. 2010;31:2897–908

    Article  PubMed  CAS  Google Scholar 

  18. White H, Boden-Albala B, Wang C, Elkind MS, Rundek T, Wright CB, et al. Ischemic stroke subtype incidence among whites, blacks, and Hispanics: the Northern Manhattan Study. Circulation. 2005;111:1327–31

    Article  PubMed  Google Scholar 

  19. O’Brien E, Coats A, Owens P, Petrie J, Padfield PL, Littler WA, et al. Use and interpretation of ambulatory blood pressure monitoring: recommendations of the British hypertension society. BMJ. 2000;320:1128–34

    Article  PubMed  PubMed Central  Google Scholar 

  20. Ohkubo T, Hozawa A, Yamaguchi J, Kikuya M, Ohmori K, Michimata M, et al. Prognostic significance of the nocturnal decline in blood pressure in individuals with and without high 24-h blood pressure: the Ohasama study. J Hypertens. 2002;20:2183–9

    Article  PubMed  CAS  Google Scholar 

  21. Nguyen NT, Magno CP, Lane KT, Hinojosa MW, Lane JS, Association of hypertension, diabetes, dyslipidemia, and metabolic syndrome with obesity: findings from the National Health and Nutrition Examination Survey, 1999 to 2004. J Am Coll Surg. 2008;207:928–34

    Article  PubMed  Google Scholar 

  22. Pang TC, Brown MA, Accuracy of ambulatory blood pressure monitors in routine clinical practice. Am J Hypertens. 2006;19:801–9

    Article  PubMed  Google Scholar 

  23. Iqbal P, Fotherby MD, Potter JF, Validation of the SpaceLabs 90207 automatic non-invasive blood pressure monitor in elderly subjects. Blood Press Monit. 1996;1:367–73

    PubMed  CAS  Google Scholar 

  24. Helvaci MR, Kaya H, Yalcin A, Kuvandik G, Prevalence of white coat hypertension in underweight and overweight subjects. Int Heart J. 2007;48:605–13

    Article  PubMed  Google Scholar 

  25. Uretsky S, Messerli FH, Bangalore S, Champion A, Cooper-Dehoff RM, Zhou Q, et al. Obesity paradox in patients with hypertension and coronary artery disease. Am J Med. 2007;120:863–70

    Article  PubMed  Google Scholar 

  26. Lavie CJ, Milani RV, Ventura HO, Obesity and cardiovascular disease: risk factor, paradox, and impact of weight loss. J Am Coll Cardiol. 2009;53:1925–32

    Article  PubMed  Google Scholar 

  27. Flegal Km KBKOHGBI. Association of all-cause mortality with overweight and obesity using standard body mass index categories: a systematic review and meta-analysis. JAMA. 2013;309:71–82.

  28. Heiat A, Vaccarino V, Krumholz HM, An evidence-based assessment of federal guidelines for overweight and obesity as they apply to elderly persons. Arch Intern Med. 2001;161:1194–203

    Article  PubMed  CAS  Google Scholar 

  29. Kalmijn S, Curb JD, Rodriguez BL, Yano K, Abbott RD, The association of body weight and anthropometry with mortality in elderly men: the Honolulu Heart Program. Int J Obes Relat Metab Disord. 1999;23:395–402

    Article  PubMed  CAS  Google Scholar 

  30. Horwich TB, Fonarow GC, Hamilton MA, MacLellan WR, Woo MA, Tillisch JH, The relationship between obesity and mortality in patients with heart failure. J Am Coll Cardiol. 2001;38:789–95

    Article  PubMed  CAS  Google Scholar 

  31. Hastie CE, Padmanabhan S, Slack R, Pell AC, Oldroyd KG, Flapan AD, et al. Obesity paradox in a cohort of 4880 consecutive patients undergoing percutaneous coronary intervention. Eur Heart J. 2010;31:222–6

    Article  PubMed  CAS  Google Scholar 

  32. Lavie CJ, De Schutter A, Patel DA, Romero-Corral A, Artham SM, Milani RV, Body composition and survival in stable coronary heart disease: impact of lean mass index and body fat in the “obesity paradox”. J Am Coll Cardiol. 2012;60:1374–80

    Article  PubMed  Google Scholar 

  33. Scherrer U, Nussberger J, Torriani S, Waeber B, Darioli R, Hofstetter JR, et al. Effect of weight reduction in moderately overweight patients on recorded ambulatory blood pressure and free cytosolic platelet calcium. Circulation. 1991;83:552–8

    Article  PubMed  CAS  Google Scholar 

  34. Blumenthal JA, Sherwood A, Gullette EC, Babyak M, Waugh R, Georgiades A, et al. Exercise and weight loss reduce blood pressure in men and women with mild hypertension: effects on cardiovascular, metabolic, and hemodynamic functioning. Arch Intern Med 2000;160(13):1947–58.

    Article  PubMed  CAS  Google Scholar 

  35. Miller ER III, Erlinger TP, Young DR, Jehn M, Charleston J, Rhodes D, et al. Results of the Diet, Exercise, and Weight Loss Intervention Trial (DEW-IT). Hypertension 2002;40(5):612–8.

    Article  PubMed  CAS  Google Scholar 

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Funding

This study was supported by R01 NS36286 and R37 N529993 from the National Institute of Neurological Disorders and Stroke.

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Correspondence to Marco R. Di Tullio.

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Baird, S.W., Jin, Z., Okajima, K. et al. Relationship between body mass and ambulatory blood pressure: comparison with office blood pressure measurement and effect of treatment. J Hum Hypertens 32, 122–128 (2018). https://doi.org/10.1038/s41371-017-0021-2

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