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Published in: Environmental Health and Preventive Medicine 1/2019

Open Access 01-12-2019 | Hypertension | Review article

Gene and environmental interactions according to the components of lifestyle modifications in hypertension guidelines

Authors: Yoshihiro Kokubo, Sandosh Padmanabhan, Yoshio Iwashima, Kazumasa Yamagishi, Atsushi Goto

Published in: Environmental Health and Preventive Medicine | Issue 1/2019

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Abstract

Risk factors for hypertension consist of lifestyle and genetic factors. Family history and twin studies have yielded heritability estimates of BP in the range of 34–67%. The most recent paper of BP GWAS has explained about 20% of the population variation of BP. An overestimation of heritability may have occurred in twin studies due to violations of shared environment assumptions, poor phenotyping practices in control cohorts, failure to account for epistasis, gene-gene and gene-environment interactions, and other non-genetic sources of phenotype modulation that are suspected to lead to underestimations of heritability in GWAS. The recommendations of hypertension guidelines in major countries consist of the following elements: weight reduction, a healthy diet, dietary sodium reduction, increasing physical activity, quitting smoking, and moderate alcohol consumption. The hypertension guidelines are mostly the same for each country or region, beyond race and culture. In this review, we summarize gene-environmental interactions associated with hypertension by describing lifestyle modifications according to the hypertension guidelines. In the era of precision medicine, clinicians who are responsible for hypertension management should consider the gene-environment interactions along with the appropriate lifestyle components toward the prevention and treatment of hypertension. We briefly reviewed the interaction of genetic and environmental factors along the constituent elements of hypertension guidelines, but a sufficient amount of evidence has not yet accumulated, and the results of genetic factors often differed in each study.
Literature
1.
go back to reference Kokubo Y, Kamide K, Okamura T, Watanabe M, Higashiyama A, Kawanishi K, Okayama A, Kawano Y. Impact of high-normal blood pressure on the risk of cardiovascular disease in a Japanese urban cohort: the Suita study. Hypertension. 2008;52:652–9.CrossRef Kokubo Y, Kamide K, Okamura T, Watanabe M, Higashiyama A, Kawanishi K, Okayama A, Kawano Y. Impact of high-normal blood pressure on the risk of cardiovascular disease in a Japanese urban cohort: the Suita study. Hypertension. 2008;52:652–9.CrossRef
2.
go back to reference Kokubo Y, Iwashima Y. Higher blood pressure as a risk factor for diseases other than stroke and ischemic heart disease. Hypertension. 2015;66:254–9.CrossRef Kokubo Y, Iwashima Y. Higher blood pressure as a risk factor for diseases other than stroke and ischemic heart disease. Hypertension. 2015;66:254–9.CrossRef
3.
go back to reference Hottenga JJ, Boomsma DI, Kupper N, Posthuma D, Snieder H, Willemsen G, de Geus EJ. Heritability and stability of resting blood pressure. Twin Res Hum Genet. 2005;8:499–508.CrossRef Hottenga JJ, Boomsma DI, Kupper N, Posthuma D, Snieder H, Willemsen G, de Geus EJ. Heritability and stability of resting blood pressure. Twin Res Hum Genet. 2005;8:499–508.CrossRef
4.
go back to reference Ehret GB, Ferreira T, Chasman DI, Jackson AU, Schmidt EM, Johnson T, Thorleifsson G, Luan J, Donnelly LA, Kanoni S, Petersen AK, Pihur V, Strawbridge RJ, Shungin D, Hughes MF, et al. The genetics of blood pressure regulation and its target organs from association studies in 342,415 individuals. Nat Genet. 2016;48:1171–84.CrossRef Ehret GB, Ferreira T, Chasman DI, Jackson AU, Schmidt EM, Johnson T, Thorleifsson G, Luan J, Donnelly LA, Kanoni S, Petersen AK, Pihur V, Strawbridge RJ, Shungin D, Hughes MF, et al. The genetics of blood pressure regulation and its target organs from association studies in 342,415 individuals. Nat Genet. 2016;48:1171–84.CrossRef
5.
go back to reference Evangelou E, Warren HR, Mosen-Ansorena D, Mifsud B, Pazoki R, Gao H, Ntritsos G, Dimou N, Cabrera CP, Karaman I, Ng FL, Evangelou M, Witkowska K, Tzanis E, Hellwege JN, et al. Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits. Nat Genet. 2018;50:1412–25.CrossRef Evangelou E, Warren HR, Mosen-Ansorena D, Mifsud B, Pazoki R, Gao H, Ntritsos G, Dimou N, Cabrera CP, Karaman I, Ng FL, Evangelou M, Witkowska K, Tzanis E, Hellwege JN, et al. Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits. Nat Genet. 2018;50:1412–25.CrossRef
6.
go back to reference Williams B, Mancia G, Spiering W, Agabiti Rosei E, Azizi M, Burnier M, Clement DL, Coca A, de Simone G, Dominiczak A, Kahan T, Mahfoud F, Redon J, Ruilope L, Zanchetti A, et al. 2018 ESC/ESH guidelines for the management of arterial hypertension. Eur Heart J. 2018;39:3021–104.CrossRef Williams B, Mancia G, Spiering W, Agabiti Rosei E, Azizi M, Burnier M, Clement DL, Coca A, de Simone G, Dominiczak A, Kahan T, Mahfoud F, Redon J, Ruilope L, Zanchetti A, et al. 2018 ESC/ESH guidelines for the management of arterial hypertension. Eur Heart J. 2018;39:3021–104.CrossRef
7.
go back to reference Whelton PK, Carey RM, Aronow WS, Casey DE Jr, Collins KJ, Dennison Himmelfarb C, DePalma SM, Gidding S, Jamerson KA, Jones DW, MacLaughlin EJ, Muntner P, Ovbiagele B, Smith SC Jr, Spencer CC, 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: executive summary: a report of the American College of Cardiology/American Heart Association task force on clinical practice guidelines. Hypertension. 2017;71(6):1269–324.CrossRef Whelton PK, Carey RM, Aronow WS, Casey DE Jr, Collins KJ, Dennison Himmelfarb C, DePalma SM, Gidding S, Jamerson KA, Jones DW, MacLaughlin EJ, Muntner P, Ovbiagele B, Smith SC Jr, Spencer CC, 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: executive summary: a report of the American College of Cardiology/American Heart Association task force on clinical practice guidelines. Hypertension. 2017;71(6):1269–324.CrossRef
8.
go back to reference Shimamoto K, Ando K, Fujita T, Hasebe N, Higaki J, Horiuchi M, Imai Y, Imaizumi T, Ishimitsu T, Ito M, Ito S, Itoh H, Iwao H, Kai H, Kario K, et al. The Japanese Society of Hypertension Guidelines for the Management of Hypertension (JSH 2014). Hypertens Res. 2014;37:253–387.CrossRef Shimamoto K, Ando K, Fujita T, Hasebe N, Higaki J, Horiuchi M, Imai Y, Imaizumi T, Ishimitsu T, Ito M, Ito S, Itoh H, Iwao H, Kai H, Kario K, et al. The Japanese Society of Hypertension Guidelines for the Management of Hypertension (JSH 2014). Hypertens Res. 2014;37:253–387.CrossRef
9.
go back to reference Kokubo Y, Matsumoto C. Comprehensive lifestyle modification for hypertension and lifestyle-related disease under the new guidelines. In: Vasan RS, Sawyer DB, editors. Encyclopedia of cardiovascular research and medicine. Oxford: Elsevier; 2017. p. 651–8. Kokubo Y, Matsumoto C. Comprehensive lifestyle modification for hypertension and lifestyle-related disease under the new guidelines. In: Vasan RS, Sawyer DB, editors. Encyclopedia of cardiovascular research and medicine. Oxford: Elsevier; 2017. p. 651–8.
10.
go back to reference Intersalt: an international study of electrolyte excretion and blood pressure. Results for 24 hour urinary sodium and potassium excretion. Intersalt Cooperative Research Group. BMJ. 1988;297:319–28.CrossRef Intersalt: an international study of electrolyte excretion and blood pressure. Results for 24 hour urinary sodium and potassium excretion. Intersalt Cooperative Research Group. BMJ. 1988;297:319–28.CrossRef
11.
go back to reference Sacks FM, Svetkey LP, Vollmer WM, Appel LJ, Bray GA, Harsha D, Obarzanek E, Conlin PR, Miller ER 3rd, Simons-Morton DG, Karanja N, Lin PH. Effects on blood pressure of reduced dietary sodium and the dietary approaches to stop hypertension (DASH) diet. DASH-sodium collaborative research group. N Engl J Med. 2001;344:3–10.CrossRef Sacks FM, Svetkey LP, Vollmer WM, Appel LJ, Bray GA, Harsha D, Obarzanek E, Conlin PR, Miller ER 3rd, Simons-Morton DG, Karanja N, Lin PH. Effects on blood pressure of reduced dietary sodium and the dietary approaches to stop hypertension (DASH) diet. DASH-sodium collaborative research group. N Engl J Med. 2001;344:3–10.CrossRef
12.
go back to reference Mente A, O'Donnell M, Rangarajan S, Dagenais G, Lear S, McQueen M, Diaz R, Avezum A, Lopez-Jaramillo P, Lanas F, Li W, Lu Y, Yi S, Rensheng L, Iqbal R, et al. Associations of urinary sodium excretion with cardiovascular events in individuals with and without hypertension: a pooled analysis of data from four studies. Lancet. 2016;388:465–75.CrossRef Mente A, O'Donnell M, Rangarajan S, Dagenais G, Lear S, McQueen M, Diaz R, Avezum A, Lopez-Jaramillo P, Lanas F, Li W, Lu Y, Yi S, Rensheng L, Iqbal R, et al. Associations of urinary sodium excretion with cardiovascular events in individuals with and without hypertension: a pooled analysis of data from four studies. Lancet. 2016;388:465–75.CrossRef
13.
go back to reference Sullivan JM. Salt sensitivity. Definition, conception, methodology, and long-term issues. Hypertension. 1991;17:I61–8.CrossRef Sullivan JM. Salt sensitivity. Definition, conception, methodology, and long-term issues. Hypertension. 1991;17:I61–8.CrossRef
14.
go back to reference Luft FC, Miller JZ, Grim CE, Fineberg NS, Christian JC, Daugherty SA, Weinberger MH. Salt sensitivity and resistance of blood pressure. Age and race as factors in physiological responses. Hypertension. 1991;17:I102–8.CrossRef Luft FC, Miller JZ, Grim CE, Fineberg NS, Christian JC, Daugherty SA, Weinberger MH. Salt sensitivity and resistance of blood pressure. Age and race as factors in physiological responses. Hypertension. 1991;17:I102–8.CrossRef
15.
go back to reference Park YM, Kwock CK, Kim K, Kim J, Yang YJ. Interaction between single nucleotide polymorphism and urinary sodium, potassium, and sodium-potassium ratio on the risk of hypertension in Korean adults. Nutrients. 2017;9 Park YM, Kwock CK, Kim K, Kim J, Yang YJ. Interaction between single nucleotide polymorphism and urinary sodium, potassium, and sodium-potassium ratio on the risk of hypertension in Korean adults. Nutrients. 2017;9
16.
go back to reference Li C, He J, Chen J, Zhao J, Gu D, Hixson JE, Rao DC, Jaquish CE, Gu CC, Chen J, Huang J, Chen S, Kelly TN. Genome-wide gene-sodium interaction analyses on blood pressure: the genetic epidemiology network of salt-sensitivity study. Hypertension. 2016;68:348–55.CrossRef Li C, He J, Chen J, Zhao J, Gu D, Hixson JE, Rao DC, Jaquish CE, Gu CC, Chen J, Huang J, Chen S, Kelly TN. Genome-wide gene-sodium interaction analyses on blood pressure: the genetic epidemiology network of salt-sensitivity study. Hypertension. 2016;68:348–55.CrossRef
17.
go back to reference Wang Y, Zhang B, Hou L, Han W, Xue F, Wang Y, Tang Y, Liang S, Wang W, Asaiti K, Wang Z, Hu Y, Wang L, Qiu C, Zhang M, et al. Interaction of ACE genotype and salt intake on hypertension among Chinese Kazakhs: results from a population-based cross-sectional study. BMJ Open. 2017;7:e014246.CrossRef Wang Y, Zhang B, Hou L, Han W, Xue F, Wang Y, Tang Y, Liang S, Wang W, Asaiti K, Wang Z, Hu Y, Wang L, Qiu C, Zhang M, et al. Interaction of ACE genotype and salt intake on hypertension among Chinese Kazakhs: results from a population-based cross-sectional study. BMJ Open. 2017;7:e014246.CrossRef
18.
go back to reference Imaizumi T, Ando M, Nakatochi M, Maruyama S, Yasuda Y, Honda H, Kuwatsuka Y, Kato S, Kondo T, Iwata M, Nakashima T, Yasui H, Takamatsu H, Okajima H, Yoshida Y, et al. Association of interactions between dietary salt consumption and hypertension-susceptibility genetic polymorphisms with blood pressure among Japanese male workers. Clin Exp Nephrol. 2017;21:457–64.CrossRef Imaizumi T, Ando M, Nakatochi M, Maruyama S, Yasuda Y, Honda H, Kuwatsuka Y, Kato S, Kondo T, Iwata M, Nakashima T, Yasui H, Takamatsu H, Okajima H, Yoshida Y, et al. Association of interactions between dietary salt consumption and hypertension-susceptibility genetic polymorphisms with blood pressure among Japanese male workers. Clin Exp Nephrol. 2017;21:457–64.CrossRef
19.
go back to reference Iso H, Harada S, Shimamoto T, Sato S, Kitamura A, Sankai T, Tanigawa T, Iida M, Komachi Y. Angiotensinogen T174M and M235T variants, sodium intake and hypertension among non-drinking, lean Japanese men and women. J Hypertens. 2000;18:1197–206.CrossRef Iso H, Harada S, Shimamoto T, Sato S, Kitamura A, Sankai T, Tanigawa T, Iida M, Komachi Y. Angiotensinogen T174M and M235T variants, sodium intake and hypertension among non-drinking, lean Japanese men and women. J Hypertens. 2000;18:1197–206.CrossRef
20.
go back to reference Yamagishi K, Iso H, Tanigawa T, Cui R, Kudo M, Shimamoto T. Alpha-adducin G460W polymorphism, urinary sodium excretion, and blood pressure in community-based samples. Am J Hypertens. 2004;17:385–90.CrossRef Yamagishi K, Iso H, Tanigawa T, Cui R, Kudo M, Shimamoto T. Alpha-adducin G460W polymorphism, urinary sodium excretion, and blood pressure in community-based samples. Am J Hypertens. 2004;17:385–90.CrossRef
21.
go back to reference Zhang L, Miyaki K, Wang W, Muramatsu M. CYP3A5 polymorphism and sensitivity of blood pressure to dietary salt in Japanese men. J Hum Hypertens. 2010;24:345–50.CrossRef Zhang L, Miyaki K, Wang W, Muramatsu M. CYP3A5 polymorphism and sensitivity of blood pressure to dietary salt in Japanese men. J Hum Hypertens. 2010;24:345–50.CrossRef
22.
go back to reference Chen ML, Huang TP, Chen TW, Chan HH, Hwang BF. Interactions of genes and sodium intake on the development of hypertension: a cohort-based case-control study. Int J Environ Res Public Health. 2018;15 Chen ML, Huang TP, Chen TW, Chan HH, Hwang BF. Interactions of genes and sodium intake on the development of hypertension: a cohort-based case-control study. Int J Environ Res Public Health. 2018;15
23.
go back to reference Adamo KB, Tesson F. Gene-environment interaction and the metabolic syndrome. Novartis Found Symp. 2008;293:103–19. discussion 119-127CrossRef Adamo KB, Tesson F. Gene-environment interaction and the metabolic syndrome. Novartis Found Symp. 2008;293:103–19. discussion 119-127CrossRef
24.
go back to reference Moore TJ, Conlin PR, Ard J, Svetkey LP. DASH (dietary approaches to stop hypertension) diet is effective treatment for stage 1 isolated systolic hypertension. Hypertension. 2001;38:155–8.CrossRef Moore TJ, Conlin PR, Ard J, Svetkey LP. DASH (dietary approaches to stop hypertension) diet is effective treatment for stage 1 isolated systolic hypertension. Hypertension. 2001;38:155–8.CrossRef
25.
go back to reference Ndanuko RN, Tapsell LC, Charlton KE, Neale EP, Batterham MJ. Dietary patterns and blood pressure in adults: a systematic review and meta-analysis of randomized controlled trials. Adv Nutr. 2016;7:76–89.CrossRef Ndanuko RN, Tapsell LC, Charlton KE, Neale EP, Batterham MJ. Dietary patterns and blood pressure in adults: a systematic review and meta-analysis of randomized controlled trials. Adv Nutr. 2016;7:76–89.CrossRef
26.
go back to reference Zhang X, Qi Q, Liang J, Hu FB, Sacks FM, Qi L. Neuropeptide Y promoter polymorphism modifies effects of a weight-loss diet on 2-year changes of blood pressure: the preventing overweight using novel dietary strategies trial. Hypertension. 2012;60:1169–75.CrossRef Zhang X, Qi Q, Liang J, Hu FB, Sacks FM, Qi L. Neuropeptide Y promoter polymorphism modifies effects of a weight-loss diet on 2-year changes of blood pressure: the preventing overweight using novel dietary strategies trial. Hypertension. 2012;60:1169–75.CrossRef
27.
go back to reference Belsky J, Pluess M. Beyond diathesis stress: differential susceptibility to environmental influences. Psychol Bull. 2009;135:885–908.CrossRef Belsky J, Pluess M. Beyond diathesis stress: differential susceptibility to environmental influences. Psychol Bull. 2009;135:885–908.CrossRef
28.
go back to reference Tagetti A, Ericson U, Montagnana M, Danese E, Almgren P, Nilsson P, Engstrom G, Hedblad B, Minuz P, Orho-Melander M, Fava C, Melander O. Intakes of omega-3 polyunsaturated fatty acids and blood pressure change over time: possible interaction with genes involved in 20-HETE and EETs metabolism. Prostaglandins Other Lipid Mediat. 2015;120:126–33.CrossRef Tagetti A, Ericson U, Montagnana M, Danese E, Almgren P, Nilsson P, Engstrom G, Hedblad B, Minuz P, Orho-Melander M, Fava C, Melander O. Intakes of omega-3 polyunsaturated fatty acids and blood pressure change over time: possible interaction with genes involved in 20-HETE and EETs metabolism. Prostaglandins Other Lipid Mediat. 2015;120:126–33.CrossRef
29.
go back to reference Geleijnse JM, Giltay EJ, Grobbee DE, Donders AR, Kok FJ. Blood pressure response to fish oil supplementation: metaregression analysis of randomized trials. J Hypertens. 2002;20:1493–9.CrossRef Geleijnse JM, Giltay EJ, Grobbee DE, Donders AR, Kok FJ. Blood pressure response to fish oil supplementation: metaregression analysis of randomized trials. J Hypertens. 2002;20:1493–9.CrossRef
30.
go back to reference Htun NC, Miyaki K, Song Y, Ikeda S, Shimbo T, Muramatsu M. Association of the catechol-O-methyl transferase gene Val158Met polymorphism with blood pressure and prevalence of hypertension: interaction with dietary energy intake. Am J Hypertens. 2011;24:1022–6.CrossRef Htun NC, Miyaki K, Song Y, Ikeda S, Shimbo T, Muramatsu M. Association of the catechol-O-methyl transferase gene Val158Met polymorphism with blood pressure and prevalence of hypertension: interaction with dietary energy intake. Am J Hypertens. 2011;24:1022–6.CrossRef
31.
go back to reference Goni L, Cuervo M, Milagro FI, Martinez JA. Influence of fat intake and BMI on the association of rs1799983 NOS3 polymorphism with blood pressure levels in an Iberian population. Eur J Nutr. 2017;56:1589–96.CrossRef Goni L, Cuervo M, Milagro FI, Martinez JA. Influence of fat intake and BMI on the association of rs1799983 NOS3 polymorphism with blood pressure levels in an Iberian population. Eur J Nutr. 2017;56:1589–96.CrossRef
32.
go back to reference Martins MA, Catta-Preta M, Mandarim-de-Lacerda CA, Aguila MB, Brunini TC, Mendes-Ribeiro AC. High fat diets modulate nitric oxide biosynthesis and antioxidant defence in red blood cells from C57BL/6 mice. Arch Biochem Biophys. 2010;499:56–61.CrossRef Martins MA, Catta-Preta M, Mandarim-de-Lacerda CA, Aguila MB, Brunini TC, Mendes-Ribeiro AC. High fat diets modulate nitric oxide biosynthesis and antioxidant defence in red blood cells from C57BL/6 mice. Arch Biochem Biophys. 2010;499:56–61.CrossRef
33.
go back to reference Zhou BF, Stamler J, Dennis B, Moag-Stahlberg A, Okuda N, Robertson C, Zhao L, Chan Q, Elliott P. Nutrient intakes of middle-aged men and women in China, Japan, United Kingdom, and United States in the late 1990s: the INTERMAP study. J Hum Hypertens. 2003;17:623–30.CrossRef Zhou BF, Stamler J, Dennis B, Moag-Stahlberg A, Okuda N, Robertson C, Zhao L, Chan Q, Elliott P. Nutrient intakes of middle-aged men and women in China, Japan, United Kingdom, and United States in the late 1990s: the INTERMAP study. J Hum Hypertens. 2003;17:623–30.CrossRef
34.
go back to reference Takagi S, Baba S, Iwai N, Fukuda M, Katsuya T, Higaki J, Mannami T, Ogata J, Goto Y, Ogihara T. The aldehyde dehydrogenase 2 gene is a risk factor for hypertension in Japanese but does not alter the sensitivity to pressor effects of alcohol: the Suita study. Hypertens Res. 2001;24:365–70.CrossRef Takagi S, Baba S, Iwai N, Fukuda M, Katsuya T, Higaki J, Mannami T, Ogata J, Goto Y, Ogihara T. The aldehyde dehydrogenase 2 gene is a risk factor for hypertension in Japanese but does not alter the sensitivity to pressor effects of alcohol: the Suita study. Hypertens Res. 2001;24:365–70.CrossRef
35.
go back to reference Kauma H, Savolainen MJ, Rantala AO, Lilja M, Kervinen K, Reunanen A, Kesaniemi YA. Apolipoprotein E phenotype determines the effect of alcohol on blood pressure in middle-aged men. Am J Hypertens. 1998;11:1334–43.CrossRef Kauma H, Savolainen MJ, Rantala AO, Lilja M, Kervinen K, Reunanen A, Kesaniemi YA. Apolipoprotein E phenotype determines the effect of alcohol on blood pressure in middle-aged men. Am J Hypertens. 1998;11:1334–43.CrossRef
36.
go back to reference Pan XQ, Zhang YH, Liu YY, Tong WJ. Interaction between the C(-344)T polymorphism of CYP11B2 and alcohol consumption on the risk of essential hypertension in a Chinese Mongolian population. Eur J Epidemiol. 2010;25:813–21.CrossRef Pan XQ, Zhang YH, Liu YY, Tong WJ. Interaction between the C(-344)T polymorphism of CYP11B2 and alcohol consumption on the risk of essential hypertension in a Chinese Mongolian population. Eur J Epidemiol. 2010;25:813–21.CrossRef
37.
go back to reference Han L, Liu P, Wang C, Zhong Q, Fan R, Wang L, Duan S, Zhang L. The interactions between alcohol consumption and DNA methylation of the ADD1 gene promoter modulate essential hypertension susceptibility in a population-based, case-control study. Hypertens Res. 2015;38:284–90.CrossRef Han L, Liu P, Wang C, Zhong Q, Fan R, Wang L, Duan S, Zhang L. The interactions between alcohol consumption and DNA methylation of the ADD1 gene promoter modulate essential hypertension susceptibility in a population-based, case-control study. Hypertens Res. 2015;38:284–90.CrossRef
38.
go back to reference Chang YC, Chiu YF, Lee IT, Ho LT, Hung YJ, Hsiung CA, Quertermous T, Donlon T, Lee WJ, Lee PC, Chen CH, Mochly-Rosen D, Chuang LM. Common ALDH2 genetic variants predict development of hypertension in the SAPPHIRe prospective cohort: gene-environmental interaction with alcohol consumption. BMC Cardiovasc Disord. 2012;12:58.CrossRef Chang YC, Chiu YF, Lee IT, Ho LT, Hung YJ, Hsiung CA, Quertermous T, Donlon T, Lee WJ, Lee PC, Chen CH, Mochly-Rosen D, Chuang LM. Common ALDH2 genetic variants predict development of hypertension in the SAPPHIRe prospective cohort: gene-environmental interaction with alcohol consumption. BMC Cardiovasc Disord. 2012;12:58.CrossRef
39.
go back to reference Tsuchihashi-Makaya M, Serizawa M, Yanai K, Katsuya T, Takeuchi F, Fujioka A, Yamori Y, Ogihara T, Kato N. Gene-environmental interaction regarding alcohol-metabolizing enzymes in the Japanese general population. Hypertens Res. 2009;32:207–13.CrossRef Tsuchihashi-Makaya M, Serizawa M, Yanai K, Katsuya T, Takeuchi F, Fujioka A, Yamori Y, Ogihara T, Kato N. Gene-environmental interaction regarding alcohol-metabolizing enzymes in the Japanese general population. Hypertens Res. 2009;32:207–13.CrossRef
40.
go back to reference Hui P, Nakayama T, Morita A, Sato N, Hishiki M, Saito K, Yoshikawa Y, Tamura M, Sato I, Takahashi T, Soma M, Izumi Y, Ozawa Y, Cheng Z. Common single nucleotide polymorphisms in Japanese patients with essential hypertension: aldehyde dehydrogenase 2 gene as a risk factor independent of alcohol consumption. Hypertens Res. 2007;30:585–92.CrossRef Hui P, Nakayama T, Morita A, Sato N, Hishiki M, Saito K, Yoshikawa Y, Tamura M, Sato I, Takahashi T, Soma M, Izumi Y, Ozawa Y, Cheng Z. Common single nucleotide polymorphisms in Japanese patients with essential hypertension: aldehyde dehydrogenase 2 gene as a risk factor independent of alcohol consumption. Hypertens Res. 2007;30:585–92.CrossRef
41.
go back to reference Simino J, Sung YJ, Kume R, Schwander K, Rao DC. Gene-alcohol interactions identify several novel blood pressure loci including a promising locus near SLC16A9. Front Genet. 2013;4:277.CrossRef Simino J, Sung YJ, Kume R, Schwander K, Rao DC. Gene-alcohol interactions identify several novel blood pressure loci including a promising locus near SLC16A9. Front Genet. 2013;4:277.CrossRef
42.
go back to reference Feitosa MF, Kraja AT, Chasman DI, Sung YJ, Winkler TW, Ntalla I, Guo X, Franceschini N, Cheng CY, Sim X, Vojinovic D, Marten J, Musani SK, Li C, Bentley AR, et al. Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries. PLoS One. 2018;13:e0198166.CrossRef Feitosa MF, Kraja AT, Chasman DI, Sung YJ, Winkler TW, Ntalla I, Guo X, Franceschini N, Cheng CY, Sim X, Vojinovic D, Marten J, Musani SK, Li C, Bentley AR, et al. Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries. PLoS One. 2018;13:e0198166.CrossRef
43.
go back to reference Collaborators GBDT. Smoking prevalence and attributable disease burden in 195 countries and territories, 1990-2015: a systematic analysis from the global burden of disease study 2015. Lancet. 2017;389:1885–906.CrossRef Collaborators GBDT. Smoking prevalence and attributable disease burden in 195 countries and territories, 1990-2015: a systematic analysis from the global burden of disease study 2015. Lancet. 2017;389:1885–906.CrossRef
44.
go back to reference Martiniuk AL, Lee CM, Lam TH, Huxley R, Suh I, Jamrozik K, Gu DF, Woodward M, Asia Pacific cohort studies C. The fraction of ischaemic heart disease and stroke attributable to smoking in the WHO Western Pacific and south-east Asian regions. Tob Control 2006;15:181–188. Martiniuk AL, Lee CM, Lam TH, Huxley R, Suh I, Jamrozik K, Gu DF, Woodward M, Asia Pacific cohort studies C. The fraction of ischaemic heart disease and stroke attributable to smoking in the WHO Western Pacific and south-east Asian regions. Tob Control 2006;15:181–188.
45.
go back to reference Xu Q, Wang YH, Tong WJ, Gu ML, Wu G, Buren B, Liu YY, Wang J, Li YS, Feng H, Bai SL, Pang HH, Huang GR, Fang MW, Zhang YH, et al. Interaction and relationship between angiotensin converting enzyme gene and environmental factors predisposing to essential hypertension in Mongolian population of China. Biomed Environ Sci. 2004;17:177–86.PubMed Xu Q, Wang YH, Tong WJ, Gu ML, Wu G, Buren B, Liu YY, Wang J, Li YS, Feng H, Bai SL, Pang HH, Huang GR, Fang MW, Zhang YH, et al. Interaction and relationship between angiotensin converting enzyme gene and environmental factors predisposing to essential hypertension in Mongolian population of China. Biomed Environ Sci. 2004;17:177–86.PubMed
46.
go back to reference Zhang H, Jin L, Mu T, Fan Y, Zhang H, Zhu Y, Mao X, Li R, Tang S. Associations of CYP4A11 gene-gene and gene-smoking interactions with essential hypertension in the male eastern Chinese Han population. Clin Exp Hypertens. 2017;39:448–53.CrossRef Zhang H, Jin L, Mu T, Fan Y, Zhang H, Zhu Y, Mao X, Li R, Tang S. Associations of CYP4A11 gene-gene and gene-smoking interactions with essential hypertension in the male eastern Chinese Han population. Clin Exp Hypertens. 2017;39:448–53.CrossRef
47.
go back to reference Jiang S, Venners SA, Hsu YH, Weinstock J, Wang B, Xing H, Wang X, Xu X. Interactive effect of the KCNJ11 Ile337Val polymorphism and cigarette smoking on the antihypertensive response to Irbesartan in Chinese hypertensive patients. Am J Hypertens. 2016;29:553–9.CrossRef Jiang S, Venners SA, Hsu YH, Weinstock J, Wang B, Xing H, Wang X, Xu X. Interactive effect of the KCNJ11 Ile337Val polymorphism and cigarette smoking on the antihypertensive response to Irbesartan in Chinese hypertensive patients. Am J Hypertens. 2016;29:553–9.CrossRef
48.
go back to reference Sung YJ, de Las FL, Schwander KL, Simino J, Rao DC. Gene-smoking interactions identify several novel blood pressure loci in the Framingham heart study. Am J Hypertens. 2015;28:343–54.CrossRef Sung YJ, de Las FL, Schwander KL, Simino J, Rao DC. Gene-smoking interactions identify several novel blood pressure loci in the Framingham heart study. Am J Hypertens. 2015;28:343–54.CrossRef
49.
go back to reference Taylor JY, Schwander K, Kardia SL, Arnett D, Liang J, Hunt SC, Rao DC, Sun YV. A genome-wide study of blood pressure in African Americans accounting for gene-smoking interaction. Sci Rep. 2016;6:18812.CrossRef Taylor JY, Schwander K, Kardia SL, Arnett D, Liang J, Hunt SC, Rao DC, Sun YV. A genome-wide study of blood pressure in African Americans accounting for gene-smoking interaction. Sci Rep. 2016;6:18812.CrossRef
50.
go back to reference Ng M, Fleming T, Robinson M, Thomson B, Graetz N, Margono C, Mullany EC, Biryukov S, Abbafati C, Abera SF, Abraham JP, Abu-Rmeileh NME, Achoki T, AlBuhairan FS, Alemu ZA, et al. Global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013: a systematic analysis for the global burden of disease study 2013. Lancet. 2014;384:766–81.CrossRef Ng M, Fleming T, Robinson M, Thomson B, Graetz N, Margono C, Mullany EC, Biryukov S, Abbafati C, Abera SF, Abraham JP, Abu-Rmeileh NME, Achoki T, AlBuhairan FS, Alemu ZA, et al. Global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013: a systematic analysis for the global burden of disease study 2013. Lancet. 2014;384:766–81.CrossRef
51.
go back to reference Neter JE, Stam BE, Kok FJ, Grobbee DE, Geleijnse JM. Influence of weight reduction on blood pressure: a meta-analysis of randomized controlled trials. Hypertension. 2003;42:878–84.CrossRef Neter JE, Stam BE, Kok FJ, Grobbee DE, Geleijnse JM. Influence of weight reduction on blood pressure: a meta-analysis of randomized controlled trials. Hypertension. 2003;42:878–84.CrossRef
52.
go back to reference Grove ML, Morrison A, Folsom AR, Boerwinkle E, Hoelscher DM, Bray MS. Gene-environment interaction and the GNB3 gene in the atherosclerosis risk in communities study. Int J Obes. 2007;31:919–26.CrossRef Grove ML, Morrison A, Folsom AR, Boerwinkle E, Hoelscher DM, Bray MS. Gene-environment interaction and the GNB3 gene in the atherosclerosis risk in communities study. Int J Obes. 2007;31:919–26.CrossRef
53.
go back to reference Smemo S, Tena JJ, Kim KH, Gamazon ER, Sakabe NJ, Gomez-Marin C, Aneas I, Credidio FL, Sobreira DR, Wasserman NF, Lee JH, Puviindran V, Tam D, Shen M, Son JE, et al. Obesity-associated variants within FTO form long-range functional connections with IRX3. Nature. 2014;507:371–5.CrossRef Smemo S, Tena JJ, Kim KH, Gamazon ER, Sakabe NJ, Gomez-Marin C, Aneas I, Credidio FL, Sobreira DR, Wasserman NF, Lee JH, Puviindran V, Tam D, Shen M, Son JE, et al. Obesity-associated variants within FTO form long-range functional connections with IRX3. Nature. 2014;507:371–5.CrossRef
54.
go back to reference Saad MF, Knowler WC, Pettitt DJ, Nelson RG, Mott DM, Bennett PH. Insulin and hypertension. Relationship to obesity and glucose intolerance in Pima Indians. Diabetes. 1990;39:1430–5.CrossRef Saad MF, Knowler WC, Pettitt DJ, Nelson RG, Mott DM, Bennett PH. Insulin and hypertension. Relationship to obesity and glucose intolerance in Pima Indians. Diabetes. 1990;39:1430–5.CrossRef
55.
go back to reference Spraul M, Ravussin E, Baron AD. Lack of relationship between muscle sympathetic nerve activity and skeletal muscle vasodilation in response to insulin infusion. Diabetologia. 1996;39:91–6.PubMed Spraul M, Ravussin E, Baron AD. Lack of relationship between muscle sympathetic nerve activity and skeletal muscle vasodilation in response to insulin infusion. Diabetologia. 1996;39:91–6.PubMed
56.
go back to reference Huai P, Xun H, Reilly KH, Wang Y, Ma W, Xi B. Physical activity and risk of hypertension: a meta-analysis of prospective cohort studies. Hypertension. 2013;62:1021–6.CrossRef Huai P, Xun H, Reilly KH, Wang Y, Ma W, Xi B. Physical activity and risk of hypertension: a meta-analysis of prospective cohort studies. Hypertension. 2013;62:1021–6.CrossRef
57.
go back to reference Williamson W, Foster C, Reid H, Kelly P, Lewandowski AJ, Boardman H, Roberts N, McCartney D, Huckstep O, Newton J, Dawes H, Gerry S, Leeson P. Will exercise advice be sufficient for treatment of young adults with prehypertension and hypertension? A systematic review and meta-analysis. Hypertension. 2016;68:78–87.CrossRef Williamson W, Foster C, Reid H, Kelly P, Lewandowski AJ, Boardman H, Roberts N, McCartney D, Huckstep O, Newton J, Dawes H, Gerry S, Leeson P. Will exercise advice be sufficient for treatment of young adults with prehypertension and hypertension? A systematic review and meta-analysis. Hypertension. 2016;68:78–87.CrossRef
58.
go back to reference Pescatello LS, Franklin BA, Fagard R, Farquhar WB, Kelley GA, Ray CA, American college of sports M. American College of Sports Medicine position stand Exercise and hypertension. Med Sci Sports Exerc. 2004;36:533–53.CrossRef Pescatello LS, Franklin BA, Fagard R, Farquhar WB, Kelley GA, Ray CA, American college of sports M. American College of Sports Medicine position stand Exercise and hypertension. Med Sci Sports Exerc. 2004;36:533–53.CrossRef
59.
go back to reference Henriksen EJ. Effects of acute exercise and exercise training on insulin resistance. J Appl Physiol. 2002;93:788–96.CrossRef Henriksen EJ. Effects of acute exercise and exercise training on insulin resistance. J Appl Physiol. 2002;93:788–96.CrossRef
60.
go back to reference Corry DB, Tuck ML. Glucose and insulin metabolism in hypertension. Am J Nephrol. 1996;16:223–36.CrossRef Corry DB, Tuck ML. Glucose and insulin metabolism in hypertension. Am J Nephrol. 1996;16:223–36.CrossRef
61.
go back to reference Xi B, Cheng H, Shen Y, Zhao X, Hou D, Wang X, Mi J. Physical activity modifies the associations between genetic variants and hypertension in the Chinese children. Atherosclerosis. 2012;225:376–80.CrossRef Xi B, Cheng H, Shen Y, Zhao X, Hou D, Wang X, Mi J. Physical activity modifies the associations between genetic variants and hypertension in the Chinese children. Atherosclerosis. 2012;225:376–80.CrossRef
62.
go back to reference Pande J, Mallhi KK, Sawh A, Szewczyk MM, Simpson F, Grover AK. Aortic smooth muscle and endothelial plasma membrane Ca2+ pump isoforms are inhibited differently by the extracellular inhibitor caloxin 1b1. Am J Physiol Cell Physiol. 2006;290:C1341–9.CrossRef Pande J, Mallhi KK, Sawh A, Szewczyk MM, Simpson F, Grover AK. Aortic smooth muscle and endothelial plasma membrane Ca2+ pump isoforms are inhibited differently by the extracellular inhibitor caloxin 1b1. Am J Physiol Cell Physiol. 2006;290:C1341–9.CrossRef
63.
go back to reference Cuevas P, Carceller F, Gimenez-Gallego G. Fibroblast growth factors in myocardial ischemia / reperfusion injury and ischemic preconditioning. J Cell Mol Med. 2001;5:132–42.CrossRef Cuevas P, Carceller F, Gimenez-Gallego G. Fibroblast growth factors in myocardial ischemia / reperfusion injury and ischemic preconditioning. J Cell Mol Med. 2001;5:132–42.CrossRef
64.
go back to reference Xi B, Shen Y, Reilly KH, Wang X, Mi J. Recapitulation of four hypertension susceptibility genes (CSK, CYP17A1, MTHFR, and FGF5) in east Asians. Metabolism. 2013;62:196–203.CrossRef Xi B, Shen Y, Reilly KH, Wang X, Mi J. Recapitulation of four hypertension susceptibility genes (CSK, CYP17A1, MTHFR, and FGF5) in east Asians. Metabolism. 2013;62:196–203.CrossRef
65.
go back to reference Kim JY, Yadav D, Ahn SV, Koh SB, Park JT, Yoon J, Yoo BS, Lee SH. A prospective study of total sleep duration and incident metabolic syndrome: the ARIRANG study. Sleep Med. 2015;16:1511–5.CrossRef Kim JY, Yadav D, Ahn SV, Koh SB, Park JT, Yoon J, Yoo BS, Lee SH. A prospective study of total sleep duration and incident metabolic syndrome: the ARIRANG study. Sleep Med. 2015;16:1511–5.CrossRef
66.
go back to reference Zaccardi F, Laukkanen T, Willeit P, Kunutsor SK, Kauhanen J, Laukkanen JA. Sauna bathing and incident hypertension: a prospective cohort study. Am J Hypertens. 2017;30:1120–5.CrossRef Zaccardi F, Laukkanen T, Willeit P, Kunutsor SK, Kauhanen J, Laukkanen JA. Sauna bathing and incident hypertension: a prospective cohort study. Am J Hypertens. 2017;30:1120–5.CrossRef
67.
go back to reference Goyal A, Aslam N, Kaur S, Soni RK, Midha V, Chaudhary A, Dhaliwal LK, Singh B, Chhabra ST, Mohan B, Anand IS, Wander GS. Factors affecting seasonal changes in blood pressure in North India: a population based four-seasons study. Indian Heart J. 2018;70:360–7.CrossRef Goyal A, Aslam N, Kaur S, Soni RK, Midha V, Chaudhary A, Dhaliwal LK, Singh B, Chhabra ST, Mohan B, Anand IS, Wander GS. Factors affecting seasonal changes in blood pressure in North India: a population based four-seasons study. Indian Heart J. 2018;70:360–7.CrossRef
68.
go back to reference Dong GH, Qian ZM, Xaverius PK, Trevathan E, Maalouf S, Parker J, Yang L, Liu MM, Wang D, Ren WH, Ma W, Wang J, Zelicoff A, Fu Q, Simckes M. Association between long-term air pollution and increased blood pressure and hypertension in China. Hypertension. 2013;61:578–84.CrossRef Dong GH, Qian ZM, Xaverius PK, Trevathan E, Maalouf S, Parker J, Yang L, Liu MM, Wang D, Ren WH, Ma W, Wang J, Zelicoff A, Fu Q, Simckes M. Association between long-term air pollution and increased blood pressure and hypertension in China. Hypertension. 2013;61:578–84.CrossRef
69.
go back to reference Dasgupta K, Quinn RR, Zarnke KB, Rabi DM, Ravani P, Daskalopoulou SS, Rabkin SW, Trudeau L, Feldman RD, Cloutier L, Prebtani A, Herman RJ, Bacon SL, Gilbert RE, Ruzicka M, et al. The 2014 Canadian hypertension education program recommendations for blood pressure measurement, diagnosis, assessment of risk, prevention, and treatment of hypertension. Can J Cardiol. 2014;30:485–501.CrossRef Dasgupta K, Quinn RR, Zarnke KB, Rabi DM, Ravani P, Daskalopoulou SS, Rabkin SW, Trudeau L, Feldman RD, Cloutier L, Prebtani A, Herman RJ, Bacon SL, Gilbert RE, Ruzicka M, et al. The 2014 Canadian hypertension education program recommendations for blood pressure measurement, diagnosis, assessment of risk, prevention, and treatment of hypertension. Can J Cardiol. 2014;30:485–501.CrossRef
70.
go back to reference Howard G, Cushman M, Moy CS, Oparil S, Muntner P, Lackland DT, Manly JJ, Flaherty ML, Judd SE, Wadley VG, Long DL, Howard VJ. Association of clinical and social factors with excess hypertension risk in black compared with white US adults. JAMA. 2018;320:1338–48.CrossRef Howard G, Cushman M, Moy CS, Oparil S, Muntner P, Lackland DT, Manly JJ, Flaherty ML, Judd SE, Wadley VG, Long DL, Howard VJ. Association of clinical and social factors with excess hypertension risk in black compared with white US adults. JAMA. 2018;320:1338–48.CrossRef
71.
go back to reference Nierenberg JL, Li C, He J, Gu D, Chen J, Lu X, Li J, Wu X, Gu CC, Hixson JE, Rao DC, Kelly TN. Blood pressure genetic risk score predicts blood pressure responses to dietary sodium and potassium: the GenSalt study (genetic epidemiology network of salt sensitivity). Hypertension. 2017;70:1106–12.CrossRef Nierenberg JL, Li C, He J, Gu D, Chen J, Lu X, Li J, Wu X, Gu CC, Hixson JE, Rao DC, Kelly TN. Blood pressure genetic risk score predicts blood pressure responses to dietary sodium and potassium: the GenSalt study (genetic epidemiology network of salt sensitivity). Hypertension. 2017;70:1106–12.CrossRef
72.
go back to reference Warren HR, Evangelou E, Cabrera CP, Gao H, Ren M, Mifsud B, Ntalla I, Surendran P, Liu C, Cook JP, Kraja AT, Drenos F, Loh M, Verweij N, Marten J, et al. Genome-wide association analysis identifies novel blood pressure loci and offers biological insights into cardiovascular risk. Nat Genet. 2017;49:403–15.CrossRef Warren HR, Evangelou E, Cabrera CP, Gao H, Ren M, Mifsud B, Ntalla I, Surendran P, Liu C, Cook JP, Kraja AT, Drenos F, Loh M, Verweij N, Marten J, et al. Genome-wide association analysis identifies novel blood pressure loci and offers biological insights into cardiovascular risk. Nat Genet. 2017;49:403–15.CrossRef
Metadata
Title
Gene and environmental interactions according to the components of lifestyle modifications in hypertension guidelines
Authors
Yoshihiro Kokubo
Sandosh Padmanabhan
Yoshio Iwashima
Kazumasa Yamagishi
Atsushi Goto
Publication date
01-12-2019
Publisher
BioMed Central
Published in
Environmental Health and Preventive Medicine / Issue 1/2019
Print ISSN: 1342-078X
Electronic ISSN: 1347-4715
DOI
https://doi.org/10.1186/s12199-019-0771-2

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