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Published in: European Journal of Epidemiology 5/2014

01-05-2014 | REVIEW

Adiposity has a greater impact on hypertension in lean than not-lean populations: a systematic review and meta-analysis

Authors: Simin Arabshahi, Doreen Busingye, Asvini K. Subasinghe, Roger G. Evans, Michaela A. Riddell, Amanda G. Thrift

Published in: European Journal of Epidemiology | Issue 5/2014

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Abstract

More than 75 % of people with hypertension live in low-to-middle income countries (LMICs). Based on the mismatch theory of developmental origins of disease, we hypothesised that the impact of adiposity on hypertension is augmented in lean compared with not-lean populations in rural areas of LMICs (RLMICs). We reviewed studies from RLMICs in which the association between body mass index (BMI) or waist circumference (WC) and hypertension was assessed using multivariable models. Applying random effect models, we conducted separate meta-analyses, depending on whether BMI/WC was assessed as a continuous or categorical variable. In each analysis, the studies were ranked by the mean BMI of the total population. Those populations with a mean BMI below the median were categorised as lean and those above the median as not-lean. We identified 46 studies of BMI and 12 of WC. The risk of hypertension was greater in lean than in not-lean populations. Obese males in lean populations were 45 % more likely to be hypertensive compared to obese males in not-lean populations, ratio of the two effect sizes: 1.45 (95 % CI 1.04, 2.03), p = 0.027. Also, individuals with WC above normal in lean populations were 52 % more likely to be hypertensive than their counterparts in not-lean populations, ratio of the two effect sizes: 1.52 (95 % CI 1.06, 2.17), p = 0.021. We conclude that the risk of hypertension associated with adiposity is greater in lean than in not-lean populations. This provides further evidence for the mismatch theory and highlights the need for strategies to improve nutrition in disadvantaged RLMICs.
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Literature
1.
go back to reference Lim SS, Vos T, Flaxman AD, et al. A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380(9859):2224–60. doi:10.1016/S0140-6736(12)61766-8.PubMedCrossRef Lim SS, Vos T, Flaxman AD, et al. A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380(9859):2224–60. doi:10.​1016/​S0140-6736(12)61766-8.PubMedCrossRef
2.
go back to reference World Health Organizsation. The world health report 2002: reducing risks, promoting healthy life. Geneva: World Health Organization; 2002. World Health Organizsation. The world health report 2002: reducing risks, promoting healthy life. Geneva: World Health Organization; 2002.
3.
go back to reference World Health Organizsation. WHO Global Report. Preventing chronic disease: a vital investment. World Health Organization, Geneva. 2005. World Health Organizsation. WHO Global Report. Preventing chronic disease: a vital investment. World Health Organization, Geneva. 2005.
4.
go back to reference Barker DJ, editor. Mothers, babies and health in later life. Edinburgh, United Kingdom: Churchill Livingstone; 1998. Barker DJ, editor. Mothers, babies and health in later life. Edinburgh, United Kingdom: Churchill Livingstone; 1998.
8.
go back to reference World Health Organization. Obesity: Preventing and Managing the Global Epidemic of obesity, Report of a WHO Consultation. Geneva: World Health Organisation 2000. Report No.: 894. World Health Organization. Obesity: Preventing and Managing the Global Epidemic of obesity, Report of a WHO Consultation. Geneva: World Health Organisation 2000. Report No.: 894.
9.
go back to reference Stroup DF, Berlin JA, Morton SC, et al. Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA. 2000;283(15):2008–12.PubMedCrossRef Stroup DF, Berlin JA, Morton SC, et al. Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA. 2000;283(15):2008–12.PubMedCrossRef
10.
go back to reference Moher D, Liberati A, Tetzlaff J, Altman DG, Group P. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Ann Intern Med. 2009;151(4):264–9, W64. Moher D, Liberati A, Tetzlaff J, Altman DG, Group P. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Ann Intern Med. 2009;151(4):264–9, W64.
12.
go back to reference Hedges LV, Olkin I. Statistical methods for meta-analysis. San Diego: Academic Press; 1985. Hedges LV, Olkin I. Statistical methods for meta-analysis. San Diego: Academic Press; 1985.
13.
15.
go back to reference Begg CB, Mazumdar M. Operating characteristics of a rank correlation test for publication bias. Biometrics. 1994;50(4):1088–101.PubMedCrossRef Begg CB, Mazumdar M. Operating characteristics of a rank correlation test for publication bias. Biometrics. 1994;50(4):1088–101.PubMedCrossRef
17.
go back to reference He J, Klag MJ, Whelton PK, Chen JY, Qian MC, He GQ. Body mass and blood pressure in a lean population in Southwestern China. Am J Epidemiol. 1994;139(4):380–9.PubMed He J, Klag MJ, Whelton PK, Chen JY, Qian MC, He GQ. Body mass and blood pressure in a lean population in Southwestern China. Am J Epidemiol. 1994;139(4):380–9.PubMed
18.
go back to reference Perez LH, Gutierrez LA, Vioque J, Torres Y. Relation between overweight, diabetes, stress and hypertension: a case-control study in Yarumal-Antioquia, Colombia. Eur J Epidemiol. 2001;17(3):275–80.PubMedCrossRef Perez LH, Gutierrez LA, Vioque J, Torres Y. Relation between overweight, diabetes, stress and hypertension: a case-control study in Yarumal-Antioquia, Colombia. Eur J Epidemiol. 2001;17(3):275–80.PubMedCrossRef
19.
go back to reference Gupta R, Sharma AK. Prevalence of hypertension and subtypes in an Indian rural population: clinical and electrocardiographic correlates. J Hum Hypertens. 1994;8(11):823–9.PubMed Gupta R, Sharma AK. Prevalence of hypertension and subtypes in an Indian rural population: clinical and electrocardiographic correlates. J Hum Hypertens. 1994;8(11):823–9.PubMed
20.
go back to reference Malhotra P, Kumari S, Kumar R, Jain S, Sharma BK. Prevalence and determinants of hypertension in an un-industrialised rural population of North India. J Hum Hypertens. 1999;13(7):467–72.PubMedCrossRef Malhotra P, Kumari S, Kumar R, Jain S, Sharma BK. Prevalence and determinants of hypertension in an un-industrialised rural population of North India. J Hum Hypertens. 1999;13(7):467–72.PubMedCrossRef
21.
go back to reference Fezeu L, Kengne AP, Balkau B, Awah PK, Mbanya JC. Ten-year change in blood pressure levels and prevalence of hypertension in urban and rural Cameroon. J Epidemiol Commun Health. 2010;64(4):360–5. doi:10.1136/jech.2008.086355.CrossRef Fezeu L, Kengne AP, Balkau B, Awah PK, Mbanya JC. Ten-year change in blood pressure levels and prevalence of hypertension in urban and rural Cameroon. J Epidemiol Commun Health. 2010;64(4):360–5. doi:10.​1136/​jech.​2008.​086355.CrossRef
22.
23.
go back to reference Goel NK, Kaur P. Dr. P.C. Sen Memorial Award–1994. Role of various risk factors in the epidemiology of hypertension in a rural community of Varanasi district. Indian J Public Health. 1996;40(3):71–6.PubMed Goel NK, Kaur P. Dr. P.C. Sen Memorial Award–1994. Role of various risk factors in the epidemiology of hypertension in a rural community of Varanasi district. Indian J Public Health. 1996;40(3):71–6.PubMed
24.
go back to reference van der Sande MA, Milligan PJ, Nyan OA, et al. Blood pressure patterns and cardiovascular risk factors in rural and urban gambian communities. J Hum Hypertens. 2000;14(8):489–96.PubMedCrossRef van der Sande MA, Milligan PJ, Nyan OA, et al. Blood pressure patterns and cardiovascular risk factors in rural and urban gambian communities. J Hum Hypertens. 2000;14(8):489–96.PubMedCrossRef
25.
go back to reference Singh RB, Rastogi SS, Rastogi V, et al. Blood pressure trends, plasma insulin levels and risk factors in rural and urban elderly populations of north India. Coron Artery Dis. 1997;8(7):463–8.PubMedCrossRef Singh RB, Rastogi SS, Rastogi V, et al. Blood pressure trends, plasma insulin levels and risk factors in rural and urban elderly populations of north India. Coron Artery Dis. 1997;8(7):463–8.PubMedCrossRef
26.
go back to reference Reyes-Gibby CC, Aday LA. Prevalence of and risk factors for hypertension in a rural area of the Philippines. J Commun Health. 2000;25(5):389–99.CrossRef Reyes-Gibby CC, Aday LA. Prevalence of and risk factors for hypertension in a rural area of the Philippines. J Commun Health. 2000;25(5):389–99.CrossRef
29.
go back to reference Zhang M, Batu B, Tong W, Liu Y, Zhang Y. Clustering of hyperlipidemia, hyperglycemia, alcohol drinking, overweight and central obesity and hypertension in Mongolian people, China. CVD Prev Control. 2009;4(3):163–9. doi:10.1016/j.cvdpc.2009.06.001.CrossRef Zhang M, Batu B, Tong W, Liu Y, Zhang Y. Clustering of hyperlipidemia, hyperglycemia, alcohol drinking, overweight and central obesity and hypertension in Mongolian people, China. CVD Prev Control. 2009;4(3):163–9. doi:10.​1016/​j.​cvdpc.​2009.​06.​001.CrossRef
30.
go back to reference Howteerakul N, Suwannapong N, Sittilerd R, Rawdaree P. Health risk behaviours, awareness, treatment and control of hypertension among rural community people in Thailand. Asia Pac J Public Health. 2006;18(1):3–9.PubMedCrossRef Howteerakul N, Suwannapong N, Sittilerd R, Rawdaree P. Health risk behaviours, awareness, treatment and control of hypertension among rural community people in Thailand. Asia Pac J Public Health. 2006;18(1):3–9.PubMedCrossRef
31.
go back to reference Midha T, Idris MZ, Saran RK, Srivastav AK, Singh SK. Prevalence and determinants of hypertension in the urban and rural population of a north Indian district. East Afr J Public Health. 2009;6(3):268–73.PubMed Midha T, Idris MZ, Saran RK, Srivastav AK, Singh SK. Prevalence and determinants of hypertension in the urban and rural population of a north Indian district. East Afr J Public Health. 2009;6(3):268–73.PubMed
33.
go back to reference Hazarika NC, Narain K, Biswas D, Kalita HC, Mahanta J. Hypertension in the native rural population of Assam. Natl Med J India. 2004;17(6):300–4.PubMed Hazarika NC, Narain K, Biswas D, Kalita HC, Mahanta J. Hypertension in the native rural population of Assam. Natl Med J India. 2004;17(6):300–4.PubMed
34.
go back to reference Pang W, Sun Z, Zheng L, et al. Body mass index and the prevalence of prehypertension and hypertension in a Chinese rural population. Intern Med. 2008;47(10):893–7.PubMedCrossRef Pang W, Sun Z, Zheng L, et al. Body mass index and the prevalence of prehypertension and hypertension in a Chinese rural population. Intern Med. 2008;47(10):893–7.PubMedCrossRef
35.
go back to reference Xu C, Sun Z, Zheng L, et al. Prevalence of and risk factors for isolated systolic hypertension in the rural adult population of Liaoning Province, China. J Int Med Res. 2008;36(2):353–6.PubMedCrossRef Xu C, Sun Z, Zheng L, et al. Prevalence of and risk factors for isolated systolic hypertension in the rural adult population of Liaoning Province, China. J Int Med Res. 2008;36(2):353–6.PubMedCrossRef
38.
go back to reference Kaur P, Rao SR, Radhakrishnan E, Rajasekar D, Gupte MD. Prevalence, awareness, treatment, control and risk factors for hypertension in a rural population in South India. Int J Public Health. 2011;. doi:10.1007/s00038-011-0303-3.PubMed Kaur P, Rao SR, Radhakrishnan E, Rajasekar D, Gupte MD. Prevalence, awareness, treatment, control and risk factors for hypertension in a rural population in South India. Int J Public Health. 2011;. doi:10.​1007/​s00038-011-0303-3.PubMed
39.
go back to reference Addo J, Amoah AG, Koram KA. The changing patterns of hypertension in Ghana: a study of four rural communities in the Ga District. Ethn Dis. 2006;16(4):894–9.PubMed Addo J, Amoah AG, Koram KA. The changing patterns of hypertension in Ghana: a study of four rural communities in the Ga District. Ethn Dis. 2006;16(4):894–9.PubMed
41.
go back to reference de Ramirez SS, Enquobahrie DA, Nyadzi G, et al. Prevalence and correlates of hypertension: a cross-sectional study among rural populations in sub-Saharan Africa. J Hum Hypertens. 2010;24(12):786–95. doi:10.1038/jhh.2010.14.PubMedCrossRef de Ramirez SS, Enquobahrie DA, Nyadzi G, et al. Prevalence and correlates of hypertension: a cross-sectional study among rural populations in sub-Saharan Africa. J Hum Hypertens. 2010;24(12):786–95. doi:10.​1038/​jhh.​2010.​14.PubMedCrossRef
44.
go back to reference Madhu B, Srinath KM, Ashok NC. Hypertension: prevalence and its associated factors in a rural south Indian population. Indian J Public Health Res Develop. 2012;3(4):105–9. Madhu B, Srinath KM, Ashok NC. Hypertension: prevalence and its associated factors in a rural south Indian population. Indian J Public Health Res Develop. 2012;3(4):105–9.
46.
go back to reference Ruixing Y, Weixiong L, Hanjun Y, et al. Diet, lifestyle, and blood pressure of the middle-aged and elderly in the Guangxi Bai Ku Yao and Han populations. Am J Hypertens. 2008;21(4):382–7. doi:10.1038/ajh.2008.1.PubMedCrossRef Ruixing Y, Weixiong L, Hanjun Y, et al. Diet, lifestyle, and blood pressure of the middle-aged and elderly in the Guangxi Bai Ku Yao and Han populations. Am J Hypertens. 2008;21(4):382–7. doi:10.​1038/​ajh.​2008.​1.PubMedCrossRef
49.
go back to reference Huang S, Xu Y, Yue L, et al. Evaluating the risk of hypertension using an artificial neural network method in rural residents over the age of 35 years in a Chinese area. Hypertens Res. 2010;33(7):722–6. doi:10.1038/hr.2010.73.PubMedCrossRef Huang S, Xu Y, Yue L, et al. Evaluating the risk of hypertension using an artificial neural network method in rural residents over the age of 35 years in a Chinese area. Hypertens Res. 2010;33(7):722–6. doi:10.​1038/​hr.​2010.​73.PubMedCrossRef
50.
go back to reference Lwin-Mm-Khin Tassanee S, Oranut P, Chaweewon B. Risk factors for hypertension among rural Thais. Southeast Asian J Trop Med Public Health. 2011;42(1):208–17.PubMed Lwin-Mm-Khin Tassanee S, Oranut P, Chaweewon B. Risk factors for hypertension among rural Thais. Southeast Asian J Trop Med Public Health. 2011;42(1):208–17.PubMed
52.
go back to reference Pimenta AM, Kac G, Gazzinelli A, Correa-Oliveira R, Velasquez-Melendez G. Association between central obesity, triglycerides and hypertension in a rural area in Brazil. Arq Bras Cardiol. 2008;90(6):386–92.PubMedCrossRef Pimenta AM, Kac G, Gazzinelli A, Correa-Oliveira R, Velasquez-Melendez G. Association between central obesity, triglycerides and hypertension in a rural area in Brazil. Arq Bras Cardiol. 2008;90(6):386–92.PubMedCrossRef
57.
go back to reference UNICEF. Low birthwieght: country, regional and global estimates. New York 2004. UNICEF. Low birthwieght: country, regional and global estimates. New York 2004.
61.
go back to reference Corvalan C, Gregory CO, Ramirez-Zea M, Martorell R, Stein AD. Size at birth, infant, early and later childhood growth and adult body composition: a prospective study in a stunted population. Int J Epidemiol. 2007;36(3):550–7. doi:10.1093/ije/dym010.PubMedCrossRef Corvalan C, Gregory CO, Ramirez-Zea M, Martorell R, Stein AD. Size at birth, infant, early and later childhood growth and adult body composition: a prospective study in a stunted population. Int J Epidemiol. 2007;36(3):550–7. doi:10.​1093/​ije/​dym010.PubMedCrossRef
62.
63.
go back to reference Brenner BM, Garcia DL, Anderson S. Glomeruli and blood pressure. Less of one, more the other? Am J Hypertens. 1988;1(4 Pt 1):335–47.PubMedCrossRef Brenner BM, Garcia DL, Anderson S. Glomeruli and blood pressure. Less of one, more the other? Am J Hypertens. 1988;1(4 Pt 1):335–47.PubMedCrossRef
66.
go back to reference World Health Organization. Global burden of disease: 2004 update. Geneva World Health Organization 2008. World Health Organization. Global burden of disease: 2004 update. Geneva World Health Organization 2008.
71.
go back to reference Gluckman PD, Hanson MA, Buklijas T, Low FM, Beedle AS. Epigenetic mechanisms that underpin metabolic and cardiovascular diseases. Nat Rev Endocrinol. 2009;5(7):401–8.PubMedCrossRef Gluckman PD, Hanson MA, Buklijas T, Low FM, Beedle AS. Epigenetic mechanisms that underpin metabolic and cardiovascular diseases. Nat Rev Endocrinol. 2009;5(7):401–8.PubMedCrossRef
Metadata
Title
Adiposity has a greater impact on hypertension in lean than not-lean populations: a systematic review and meta-analysis
Authors
Simin Arabshahi
Doreen Busingye
Asvini K. Subasinghe
Roger G. Evans
Michaela A. Riddell
Amanda G. Thrift
Publication date
01-05-2014
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 5/2014
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-014-9911-6

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