Abstract
Introduction
There is still a scientific debate on the exact role played by obesity on stroke risk.
Objective
The aim of the study was to analyze the association between obesity, measured by different indices such as body mass index (BMI), waist circumference (WC), waist-to-hip ratio (WHR) and a new one called A Body Shape Index (ABSI) and the risk of total and ischemic stroke.
Subjects/methods
A total of 41,020 subjects (15,490 men and 25,530 women) aged 29–69 years participated in the study. All participants were recruited between 1992 and 1996 and followed up until 2008 to ascertain incident cerebrovascular disease events. Cox proportional hazards models were designed to estimate the relative risk and 95 % CI between obesity and cerebrovascular disease incidence.
Results
After 13.8 years of follow-up, a total of 674 stroke cases (55.3 % in men) were registered (531 ischemic, 79 hemorrhagic, 42 subarachnoid hemorrhage and 22 unspecified). WC fourth quartile (HR 1.95; 95 % CI 1.20–3.19) and WHR fourth quartile (HR 1.58; 95 % CI 1.12–2.25) were positively associated with total stroke only in men. BMI was not associated with stroke incidence. The new index, ABSI, was significantly associated with total stroke incidence only in men (HR 1.54; 95 % CI 1.06–2.23).
Conclusions
Data from the Spanish EPIC cohort study show a strong association of WC and WHR with the relative risk of suffering a stroke only in men, while no associations were found for BMI. It supports the suggestion of other authors of using more than one obesity index in the study of stroke risk prediction.
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References
González Jiménez E (2011) Genes and obesity: a cause and effect relationship. Endocrinol Nutr 58:492–496
Hossain P, Kawar B, El Nahas M (2007) Obesity and diabetes in the developing world—a growing challenge. N Engl J Med 356:213–215
Berenson GS, Bogalusa Heart Study group (2012) Health consequences of obesity. Pediatr Blood Cancer 58:117–121
Hubert HB, Feinleib M, McNamara PM, Castelli WP (1983) Obesity as an independent risk factor for cardiovascular disease: a 26-year follow-up of participants in the Framingham Heart Study. Circulation 67:968–977
Zhang Y, Chapman AM, Plested M, Jackson D, Purroy F (2012) The incidence, prevalence, and mortality of stroke in France, Germany, Italy, Spain, the UK, and the US: a literature review. Stroke Res Treat 2012:436125
Mukherjee D, Patil CG (2011) Epidemiology and the global burden of stroke. World Neurosurg 76:S85–S90
Gómez-Ambrosi J, Silva C, Galofré JC, Escalada J, Santos S, Millán D et al (2012) Body mass index classification misses subjects with increased cardiometabolic risk factors related to elevated adiposity. Int J Obes (Lond) 36:286–294
Whitlock G, Lewington S, Sherliker P, Clarke R, Emberson J, Halsey J et al (2009) Body-mass index and cause-specific mortality in 900 000 adults: collaborative analyses of 57 prospective studies. Lancet 373:1083–1096
Berrington de Gonzalez A, Hartge P, Cerhan JR, Flint AJ, Hannan L, MacInnis RJ et al (2010) Body-mass index and mortality among 1.46 million white adults. N Engl J Med 363:2211–2219
Siren R, Eriksson JG, Vanhanen H (2012) Waist circumference a good indicator of future risk for type 2 diabetes and cardiovascular disease. BMC Public Health 12:631
Moore SC (2009) Waist versus weight: which matters more for mortality? Am J Clin Nutr 89:1003–1004
Bodenant M, Kuulasmaa K, Wagner A, Kee F, Palmieri L, Ferrario MM et al (2011) Measures of abdominal adiposity and the risk of stroke: the MOnica Risk, Genetics, Archiving and Monograph (MORGAM) study. Stroke 42:2872–2877
Krakauer NY, Krakauer JC (2012) A new body shape index predicts mortality hazard independently of body mass index. PLoS ONE 7:e39504
Suk SH, Sacco RL, Boden-Albala B, Cheun JF, Pittman JG, Elkind MS et al (2003) Abdominal obesity and risk of ischemic stroke: the Northern Manhattan Stroke Study. Stroke 34:1586–1592
Furukawa Y, Kokubo Y, Okamura T, Watanabe M, Higashiyama A, Ono Y et al (2010) The relationship between waist circumference and the risk of stroke and myocardial infarction in a Japanese urban cohort: the Suita study. Stroke 41:550–553
Riboli E, Kaaks R (1997) The EPIC Project: rationale and study design. European Prospective Investigation into Cancer and Nutrition. Int J Epidemiol 26:S6–S14
Riboli E, Hunt KJ, Slimani N, Ferrari P, Norat T, Fahey M et al (2002) European Prospective Investigation into Cancer and Nutrition (EPIC): study populations and data collection. Public Health Nutr 5:1113–1124
EPIC Group of Spain (1997) Relative validity and reproducibility of a diet history questionnaire in Spain: I—foods: European Prospective Investigation into Cancer and Nutrition. Int J Epidemiol 26:S91–S99
EPIC Group of Spain (1997) Relative validity and reproducibility of a diet history questionnaire in Spain: II—nutrients: European Prospective Investigation into Cancer and Nutrition. Int J Epidemiol 26:S100–S109
Slimani N, Deharveng G, Unwin I, Southgate DA, Vignat J, Skeie G et al (2007) The EPIC nutrient database project (ENDB): a first attempt to standardize nutrient databases across the 10 European countries participating in the EPIC study. Eur J Clin Nutr 61:1037–1056
InterAct Consortium (2012) Validity of a short questionnaire to assess physical activity in 10 European countries. Eur J Epidemiol 27:15–25
InterAct Consortium, Langenberg C, Sharp S, Forouhi NG, Franks PW, Schulze MB, Kerrison N et al (2011) Design and cohort description of the InterAct Project: an examination of the interaction of genetic and lifestyle factors on the incidence of type 2 diabetes in the EPIC Study. Diabetologia 54:2272–2282
Diez-Tejedor E (2006) Guía para el diagnóstico y tratamiento del ictus. Guide for diagnosis and treatment of stroke. Prous Science, Barcelona
Grambsch P, Therneau T (1994) Proportional hazards tests and diagnostics based on weighted residuals. Biometrica 31:515–526
Romero-Corral A, Somers VK, Sierra-Johnson J, Korenfeld Y, Boarin S, Korinek J et al (2010) Normal weight obesity: a risk factor for cardiometabolic dysregulation and cardiovascular mortality. Eur Heart J 31:737–746
Toss F, Wiklund P, Franks PW, Eriksson M, Gustafson Y, Hallmans G et al (2011) Abdominal and gynoid adiposity and the risk of stroke. Int J Obes (Lond) 35:1427–1432
Saito I, Iso H, Kokubo Y, Inoue M, Tsugane S (2011) Body mass index, weight change and risk of stroke and stroke subtypes: the Japan Public Health Center-based prospective (JPHC) study. Int J Obes (Lond) 35:283–291
Bazzano LA, Gu D, Whelton MR, Wu X, Chen CS, Duan X et al (2010) Body mass index and risk of stroke among Chinese men and women. Ann Neurol 67:11–20
Wang C, Liu Y, Yang Q, Dai X, Wu S, Wang W et al (2013) Body mass index and risk of total and type-specific stroke in Chinese adults: results from a longitudinal study in China. Int J Stroke 8:245–250
Kizer JR, Biggs ML, Ix JH, Mukamal KJ, Zieman SJ, de Boer IH et al (2011) Measures of adiposity and future risk of ischemic stroke and coronary heart disease in older men and women. Am J Epidemiol 173:10–25
Wormser D, Kaptoge S, Di Angelantonio E, Wood AM, Pennells L, Thompson A et al (2011) Separate and combined associations of body-mass index and abdominal adiposity with cardiovascular disease: collaborative analysis of 58 prospective studies. Lancet 377:1085–1095
Kurth T, Gaziano JM, Rexrode KM, Kase CS, Cook NR, Manson JE et al (2005) Prospective study of body mass index and risk of stroke in apparently healthy women. Circulation 111:1992–1998
Rexrode KM, Hennekens CH, Willett WC, Colditz GA, Stampfer MJ, Rich-Edwards JW et al (1997) A prospective study of body mass index, weight change, and risk of stroke in women. JAMA 277:1539–1545
Hu G, Tuomilehto J, Silventoinen K, Sarti C, Männistö S, Jousilahti P (2007) Body mass index, waist circumference, and waist-hip ratio on the risk of total and type-specific stroke. Arch Intern Med 167:1420–1427
Nimmo MA, Leggate M, Viana JL, King JA (2013) The effect of physical activity on mediators of inflammation. Diabetes Obes Metab 15:51–60
Huerta JM, Chirlaque MD, Tormo MJ, Gavrila D, Arriola L, Moreno-Iribas C et al (2013) Physical activity and risk of cerebrovascular disease in the European Prospective Investigation into Cancer and Nutrition-Spain study. Stroke 44:111–118
Yatsuya H, Folsom AR, Yamagishi K, North KE, Brancati FL, Stevens J (2010) Race- and sex-specific associations of obesity measures with ischemic stroke incidence in the Atherosclerosis Risk in Communities (ARIC) study. Stroke 41:417–425
Song YM, Sung J, Davey Smith G, Ebrahim S (2004) Body mass index and ischemic and hemorrhagic stroke: a prospective study in Korean men. Stroke 35:831–836
Koenig W, Pepys MB (2002) C-reactive protein risk prediction: low specificity, high sensitivity. Ann Intern Med 136:550–552
Ma SH, Park BY, Yang JJ, Jung EJ, Yeo Y, Whang Y et al (2012) Interaction of body mass index and diabetes as modifiers of cardiovascular mortality in a cohort study. J Prev Med Public Health 45:394–401
Nilsson G, Hedberg P, Öhrvik J (2011) Survival of the fattest: unexpected findings about hyperglycaemia and obesity in a population based study of 75-year-olds. BMJ Open 1:e000012
Acknowledgments
The authors would like to thank the participants in the Spanish EPIC cohort for their contribution to this study as well as the team who participated in the recruitment and the two Doctors Maite Martinez Zabaleta and Fermin Moreno Izco from Donostia Hospital for their collaboration in the validation process. Itziar Abete is grateful to the Health Institute Carlos III for the financial support through a Sara Borrell postdoctoral contract. This work was supported by the Spanish Ministry of Health (ISCIII RETICC RD06/0020); Spanish Regional Governments of Andalusia, Asturias, Basque Country, Murcia (No 6236) and Navarra and the Catalan Institute of Oncology.
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All the authors declare not having conflicts of interest.
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Abete, I., Arriola, L., Etxezarreta, N. et al. Association between different obesity measures and the risk of stroke in the EPIC Spanish cohort. Eur J Nutr 54, 365–375 (2015). https://doi.org/10.1007/s00394-014-0716-x
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DOI: https://doi.org/10.1007/s00394-014-0716-x