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Associations between body mass index, waist circumference, waist circumference to-height ratio, and hypertension in an Algerian adult population

  • Selected Case Studies on the Environment of the Mediterranean and Surrounding Regions
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Abstract

The aim of our study was to analyze the associations between anthropometric measures and high blood pressure (HBP) in Algerian patients. A cross-sectional study was conducted among 785 adults with normal BMI (248), overweight (253), and obese (284), who were assessed with measurement of systolic and diastolic blood pressure, weight, height, and waist circumference (WC). Body mass index (BMI) and waist circumference-to-height ratio (WHtR) were calculated. We released receiver operating characteristic (ROC) curves for each anthropometric parameter to assess its discriminant power predictive of HBP in patients. Obese had a higher mean weight, WC, WHtR, systolic blood pressure (SBP), diastolic blood pressure (DBP), fasting glucose (FG), total cholesterol (TC), and triglycerides (TG) than overweight and normal weight. The prevalence of hypertension and diabetes was higher in obese than overweight and normal weight. Results showed that obesity increased the risk of hypertension by a factor of 1.54 (95% CI [1.15, 2.06], (p = 0.004). Pearson’s correlation data analysis showed that there was no relationship between systolic blood pressure and anthropometric parameters (BMI, WC, and WHtR). Only DBP was negatively associated with WHtR in the overweight group. All these parameters had areas under the curve between 0.409 and 0.618.The cutoff value of anthropometric WHtR parameters associated with the risk of hypertension was higher among women than men regardless of the BMI group considered. Contrary to the data of the literature, the discriminating power of anthropometry in the prediction of the HBP is limited or absent whatever the value of the BMI.

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References

  • Angeli F, Reboldi G, Verdecchia P (2014) Hypertension, inflammation and atrial fibrillation. J Hypertens 32:480. https://doi.org/10.1097/HJH.0000000000000112

    Article  CAS  Google Scholar 

  • Boirie Y, Farigon N, Miolanne M, Montel F, Lahaye C, Guillet C et al (2016) Sarcopenic obesity: causes and consequences. Cah Nutr Diet 51(3):132–138. https://doi.org/10.1016/j.cnd.2015.12.002

    Article  Google Scholar 

  • Bose K, Ghosh A, Roy S, Gangopadhyay S (2003) (2003). Blood pressure and waist circumference: an empirical study of the effects of waist circumference on blood pressure among Bengalee male jute mill workers of Belur, West Bengal, India. J Physiol Anthropol Appl Hum Sci 22(4):169–173. https://doi.org/10.2114/jpa.22.169

    Article  Google Scholar 

  • Bouguerra R, Alberti H, Smida H, Salem LB, Rayana CB, El Atti J et al (2007) Waist circumference cut-off points for identification of abdominal obesity among the Tunisian adult population. Diabetes Obes Metab 9(6):859–868. https://doi.org/10.1111/j.1463-1326.2006.00667.x

    Article  CAS  Google Scholar 

  • Boujnah R, Laila Nazek L, Maalej M, Youness ELAchhab Y, Nejjari C (2018) Hypertension in Tunisian adults attending primary care physicians (ETHNA-Tunisia). Indian Heart J 70(4):544–547. https://doi.org/10.1016/j.ihj.2017.11.005

    Article  Google Scholar 

  • Cai L, Liu A, Zhang Y, Wang P (2013) Waist-to-height ratio and cardiovascular risk factors among Chinese adults in Beijing. PLoS ONE 8(7):e69298. https://doi.org/10.1371/journal.pone.0069298

    Article  CAS  Google Scholar 

  • Cambien F (1982) Relationship between obesity and arterial hypertension. Nouv Press Med 11(49):3641–3646 www.ncbi.nlm.nih.gov›pubmed

    CAS  Google Scholar 

  • Choi HM, Kim HC, Kang DR (2017) Sex differences in hypertension prevalence and control: analysis of the 2010-2014 Korea National Health and Nutrition Examination Survey. PLoS One 12:e0178334. https://doi.org/10.1371/journal.pone.0178334

    Article  CAS  Google Scholar 

  • Disse E (2014) Anciennes mesures – nouveaux phénotypes. In: JABD 2014: Journée annuelle Benjamin Delessert. CNIT – Paris-La-Défense

  • Dua S, Bhuker M, Sharma P, Dhall M, Kapoor S (2014) (2014). Body mass index relates to blood pressure among adults. N Am J Med Sci 6(2):89–95. https://doi.org/10.4103/1947-2714.127751

    Article  Google Scholar 

  • Everett B, Zajacova A (2015) (2015). Gender differences in hypertension and hypertension awareness among young adults. Biodemogr Soc Biol 61(1):1–17. https://doi.org/10.1080/19485565.2014.929488

    Article  Google Scholar 

  • Flint AC, Conell C, Ren X et al (2019) Effect of systolic and diastolic blood pressure on cardiovascular outcomes. N Engl J Med 381:243. https://doi.org/10.1056/NEJMoa1803180

    Article  Google Scholar 

  • Gebel E (2011) The problem of pounds. The parallel paths of obesity and type 2 diabetes. Diabetes Forecast 64(9):35–37. https://doi.org/10.1016/j.jpeds.2007.08.037

    Article  Google Scholar 

  • Hien HA, Tam NM, Tam V, Derese A, Dirk Devroey D (2018) Prevalence, awareness, treatment, and control of hypertension and its risk factors in (Central) Vietnam. Int J Hypertens 2018:6326984, 12 pages. https://doi.org/10.1155/2018/6326984

    Article  Google Scholar 

  • Huang XB, Hu R, Liu JL, Hou YL, Le QR LKL, Lu XE, She Q, Yin YH, Lan XB (2007) Relationship between body mass index, waist circumference and blood pressure among 5246 residents in Chongqing area. Zhonghua Xin Xue Guan Bing Za Zhi 35(7):655–658 34(28):2159–219,

    Google Scholar 

  • Kang SM, Yoon JW, Ahn HY, Kim SY, Lee KH et al (2011) Android fat depot is more closely associated with metabolic syndrome than abdominal visceral fat in elderly people. PLoS ONE 6(11):e27694. https://doi.org/10.1371/journal.pone.0027694

    Article  CAS  Google Scholar 

  • Kearney PM, Whelton M, Reynolds K et al (2005) Global burden of hypertension: analysis of worldwide data. Lancet 365:217–223. https://doi.org/10.1016/S0140-6736(05)17741-1

    Article  Google Scholar 

  • Klein S, Allison DB, Heymsfield SB, Kelley DE, Leibel RL et al (2007) Waist circumference and cardiometabolic risk: a consensus statement from Shaping -America’s Health: Association for Weight Management and Obesity Prevention; NAASO, The Obesity Society; the American Society for Nutrition; and the American Diabetes Association. Am J Clin Nutr 85:1197–1202. https://doi.org/10.1093/ajcn/85.5.1197

    Article  CAS  Google Scholar 

  • Lee CMY, Huxley RR, Wildman RP, Woodward M (2008) Indices of abdominal obesity are better discriminators of cardiovascular risk factors than BMI: a meta-analysis. J Clin Epidemiol 61(7):646–653. https://doi.org/10.1016/j.jclinepi.2007.08.012

    Article  Google Scholar 

  • Longo-Mbenza B, Nkoy Belila J, Vangu Ngoma D, Mbungu S (2007) Prevalence and risk factors of arterial hypertension among urban Africans in workplace: the obsolete role of body mass index. Niger J Med 16(1):42–49. [Ref list]. https://doi.org/10.4314/njm.v16i1.37280

    Article  CAS  Google Scholar 

  • Mancia G, Fagard R, Narkiewicz K, Redon J, Zanchetti A, Böhm M et al (2013) ESH/ESC Guidelines for the management of arterial hypertension. The Task Force for the management of arterial hypertension of the European Society of Hyper-tension (ESH) and of the European Society of Cardiology (ESC). Eur Heart North Am J Med Sci 2014 6(2). https://doi.org/10.1097/01.hjh.0000431740.32696.cc

  • Onuoha FM, Ebirim CC, Ajonuma BC et al (2016) Correlation between central obesity and blood pressure in an adult Nigerian population. J Insulin Resist 1(1):a16. https://doi.org/10.4102/jir.v1i1.16

    Article  Google Scholar 

  • Oppert J-M (2003) Obesity: what measures for "phenotypes" at cardiovascular risk? Sang Thrombose Vaiss 15(9):6

    Google Scholar 

  • Osher E, Stern N (2009) Obesity in elderly subjects: in sheep's clothing perhaps, but still a wolf! Diabetes Care 32(Suppl 2):S398–S402. https://doi.org/10.2337/dc09-S347

    Article  Google Scholar 

  • Otang-Mbeng W, Otunola GA, Afolayan AJ (2017) Lifestyle factors and co-morbidities associated with obesity and overweight in Nkonkobe Muni-cipality of the Eastern Cape, South Africa. J Health Popul Nutr 36:22. https://doi.org/10.1186/s41043-017-0098-9

    Article  Google Scholar 

  • Pantelinac P (2007) Nutricija, tretman i kardiovaskularni faktori rizika sa međunarodno prihvaćenim preporukama za prevenciju ateroskleroze. Novi Sad: Društvo fiziologa Srbije;. Ishrana i njen značaj u lečenju šećerne bolesti; pp. 121–131. [Google Scholar] [Ref list].

  • Pataky Z, Bobbioni HE, Makoundou V, Golay A (2009) Périmètre abdominal augmenté et facteurs de risqué cardiovasculaire. Rev Med Suisse 5:617–615 www.revmed.ch›RMS›RMS-196›Perimetre-abdom

    Google Scholar 

  • Praso S, Jusupovic F, Ramic E, Gledo I, Ferkovic V, Novakovic B et al (2012) Obesity as a Risk Factor for Artherial Hypertension. Mater Soc 24(2):87–90. https://doi.org/10.5455/msm.2012.24.87-90

    Article  Google Scholar 

  • Rapsomaniki E, Timmis A, George J et al (2014) Blood pressure and incidence of twelve cardiovascular diseases: lifetime risks, healthy life-years lost, and age-specific associations in 1·25 million people. Lancet 383:1899. https://doi.org/10.1016/S0140-6736(14)60685-1

    Article  Google Scholar 

  • Rheeder P, Morris-Paxton AA, Ewing R-MG, Woods D. (2017). The noncommunicable disease outcomes of primary healthcare screening in two rural subdistricts of the Eastern Cape Province, South Africa. Afr J Prim HealthCare Fam Med;9(1) [Internet, cited 23 June 2018] Available on ttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5675926/. doi: https://doi.org/10.4102/phcfm.v9i1.1466

  • Sari CI, Eikelis N, Head GA, Schlaich M, Meikle P, Lambert G, Lambert E (2019) Android fat deposition and its association with cardiovascular risk factors in overweight young males. Front Physiol 10:1162. https://doi.org/10.3389/fphys.2019.01162

    Article  Google Scholar 

  • Sebai I, Oueslati I, Abdessalema H, Yazidi M, Chaker F, Grira W, Amrouche C, Chihaoui M (2018) Links between anthropometric parameters and hypertension in Tunisian patients with type 2 diabetes mellitus. Nutr Clin Metab. https://doi.org/10.1016/j.nupar.2018.10.003

  • Stevens J, Cai J, Pamuk ER, Williamson DF, Thun MJ, Wood JL (1998) The effect of age on the association between body mass index and mortality. N Engl J Med 338(1):1–7. https://doi.org/10.1056/NEJM199801013380101

    Article  CAS  Google Scholar 

  • Tackling G, Borhade MB (2019) Hypertensive Heart Disease. Treasure Island (FL): StatPearls Publishing. www.ncbi.nlm.nih.gov›NBK539800

  • Tazi, M.A, Abir-Khalil, S, Lahmouz F, Arrach M.L. and Chaouki  N. (2009). Risk factors for hypertension among the adult Moroccan population. Eastern Mediterr Health J | Past issues | Volume 15, 2009 | Volume 15, issue 4. V www.emro.who.int › risk-factors-for

  • Vague J (1956) The degree of masculine differentiation of obesities: a factor deter-mining predisposition to diabetes, atherosclerosis, gout, and uric calculous disease. Am J Clin Nutr 4(1):20–34. https://doi.org/10.1093/ajcn/4.1.20

    Article  CAS  Google Scholar 

  • Visscher TL, Seidell JC (2001) The public health impact of obesity. Annu Rev Public Health 22:355–375. https://doi.org/10.1146/annurev.publhealth.22.1.355

    Article  CAS  Google Scholar 

  • Whelton PK, Carey RM, Aronow WS et al (2017) ACC/AHA/AAPA/ABC/ACPM/AGS/APhA/ASH/ASPC/NMA/PCNA guideline for the prevention, detection, evaluation, and management of high blood pressure in adults: a report of the American College of Cardiology/American Heart Association Task Force on clinical practice guidelines. Hypertension 2018 71:e13. https://doi.org/10.1161/HYP.0000000000000066

    Article  CAS  Google Scholar 

  • WHO (2000) Obesity: preventing and managing the global epidemic. Report of a WHO Consultation (WHO Technical Report Series 894), 252 pages. www.who.int›WHO_TRS_894

  • WHO (2018) Obesity and overweight. World Health Organization February, Geneva https://www.who.int/fr/news-room/fact-sheets/detail/obesity-and-overweight

    Google Scholar 

  • WHO (World Health Organisation (2019). Hypertension. www.who.int. Consulted on 28/05/2020

  • World Health Organization (2009). Global health risks: mortality and burden of disease attributable to selected major risks, http://www.who.int/healthinfo/global_burden_disease/GlobalHealthRisks_report_full.pdf

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Acknowledgments

We thank all the subjects who participated in this study and the medical staff who helped us for the realization of the biochemical analyzes.

Funding

This work was supported by the National Fund for Scientific Research to Pr. F. BAALI (Laboratory of Water and Environment), the Ministry of High Education and Scientific Research of Algeria (PRFU Project D01N01UN120120180002).

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Taleb S was responsible for the study design; K Boulaba, A Yousfi, N Taleb, B Difallah, and S Negrichi participated in data collection and biochemical analyses. Taleb S analyzed the data and was involved in the interpretation. All authors critically read the drafts of this paper and approved its final version prior to submission for publication.

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Correspondence to Salima Taleb.

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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional research committee (NCC2014-0068) and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

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Responsible editor: Lotfi Aleya

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Taleb, S., Boulaba, K., Yousfi, A. et al. Associations between body mass index, waist circumference, waist circumference to-height ratio, and hypertension in an Algerian adult population. Environ Sci Pollut Res 28, 46514–46522 (2021). https://doi.org/10.1007/s11356-020-10122-6

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