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Evidence for joint action of genes on diabetes status and CVD risk factors in American Indians: the Strong Heart Family Study
OBJECTIVES: Previous research among American Indians of the strong heart family study (SHFS) has demonstrated significant heritabilities for CVD risk factors and implicated diabetes as an important predictor of several of the phenotypes. Moreover, we recently demonstrated that genetic effects on CVD...
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Published in: | International Journal of Obesity 2003-04, Vol.27 (4), p.491-497 |
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container_title | International Journal of Obesity |
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creator | North, K.E Williams, J.T Welty, T.K Best, L.G Lee, E.T Fabsitz, R.R Howard, B.V MacCluer, J.W |
description | OBJECTIVES: Previous research among American Indians of the strong heart family study (SHFS) has demonstrated significant heritabilities for CVD risk factors and implicated diabetes as an important predictor of several of the phenotypes. Moreover, we recently demonstrated that genetic effects on CVD risk factors differed in diabetic and nondiabetic individuals. In this paper, we investigated whether a significant genetic influence on diabetes status could be identified, and whether there is evidence for joint action of genes on diabetes status and related CVD risk factors. METHODS AND RESULTS: Approximately 950 men and women, age 18 or older, in 32 extended families, were examined between 1997 and 1999. We estimated the effects of genes and environmental covariates on diabetes status using a threshold model and a maximum likelihood variance component approach. Diabetes status exhibited a residual heritability of 22% (h2=0.22). We also estimated the genetic and environmental correlations between diabetes susceptibility and eight risk factors for CVD. All eight CVD risk factors displayed significant genetic correlations with diabetes status (BMI (ρG=0.55), fibrinogen (ρG=0.40), HDL-C (ρG=-0.37), ln triglycerides (ρG=0.65), FAT (ρG=0.38), PAI-1 (ρG=0.67), SBP (ρG=0.57), and WHR (ρG=0.58)). Three of eight traits (HDL-C (ρE=-0.32), ln triglycerides (ρE=0.33), and fibrinogen (ρE=0.20)) displayed significant environmental correlations with diabetes status. CONCLUSIONS: These findings suggest that in the context of a high prevalence of diabetes, still unidentified diabetes genes may play an important role in influencing variation in CVD risk factors. |
doi_str_mv | 10.1038/sj.ijo.0802261 |
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Moreover, we recently demonstrated that genetic effects on CVD risk factors differed in diabetic and nondiabetic individuals. In this paper, we investigated whether a significant genetic influence on diabetes status could be identified, and whether there is evidence for joint action of genes on diabetes status and related CVD risk factors. METHODS AND RESULTS: Approximately 950 men and women, age 18 or older, in 32 extended families, were examined between 1997 and 1999. We estimated the effects of genes and environmental covariates on diabetes status using a threshold model and a maximum likelihood variance component approach. Diabetes status exhibited a residual heritability of 22% (h2=0.22). We also estimated the genetic and environmental correlations between diabetes susceptibility and eight risk factors for CVD. All eight CVD risk factors displayed significant genetic correlations with diabetes status (BMI (ρG=0.55), fibrinogen (ρG=0.40), HDL-C (ρG=-0.37), ln triglycerides (ρG=0.65), FAT (ρG=0.38), PAI-1 (ρG=0.67), SBP (ρG=0.57), and WHR (ρG=0.58)). Three of eight traits (HDL-C (ρE=-0.32), ln triglycerides (ρE=0.33), and fibrinogen (ρE=0.20)) displayed significant environmental correlations with diabetes status. CONCLUSIONS: These findings suggest that in the context of a high prevalence of diabetes, still unidentified diabetes genes may play an important role in influencing variation in CVD risk factors.</description><identifier>ISSN: 0307-0565</identifier><identifier>EISSN: 1476-5497</identifier><identifier>DOI: 10.1038/sj.ijo.0802261</identifier><identifier>CODEN: IJOBDP</identifier><language>eng</language><publisher>London: Nature Publishing Group</publisher><subject>American Indians ; Analysis. Health state ; Biological and medical sciences ; Body mass index ; Cardiovascular diseases ; Complications and side effects ; Diabetes ; Epidemiology ; extended families ; Family studies ; fibrinogen ; General aspects ; genes ; Genetic aspects ; genetic correlation ; Genetic effects ; Health Promotion and Disease Prevention ; Heart ; heritability ; Internal Medicine ; Longitudinal studies ; Medical sciences ; Medicine ; Medicine & Public Health ; men ; Metabolic Diseases ; Native North Americans ; Obesity ; phenotype ; Prevalence studies (Epidemiology) ; Public Health ; Public health. Hygiene ; Public health. Hygiene-occupational medicine ; Risk factors ; triacylglycerols ; Triglycerides ; variance ; women</subject><ispartof>International Journal of Obesity, 2003-04, Vol.27 (4), p.491-497</ispartof><rights>Springer Nature Limited 2003</rights><rights>2003 INIST-CNRS</rights><rights>COPYRIGHT 2003 Nature Publishing Group</rights><rights>Copyright Nature Publishing Group Apr 2003</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c550t-349769ec24edb17e6d7990f8bb62ab39718a9cb61bf1e3f8c66399b0213a96ed3</citedby><cites>FETCH-LOGICAL-c550t-349769ec24edb17e6d7990f8bb62ab39718a9cb61bf1e3f8c66399b0213a96ed3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=14677068$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>North, K.E</creatorcontrib><creatorcontrib>Williams, J.T</creatorcontrib><creatorcontrib>Welty, T.K</creatorcontrib><creatorcontrib>Best, L.G</creatorcontrib><creatorcontrib>Lee, E.T</creatorcontrib><creatorcontrib>Fabsitz, R.R</creatorcontrib><creatorcontrib>Howard, B.V</creatorcontrib><creatorcontrib>MacCluer, J.W</creatorcontrib><title>Evidence for joint action of genes on diabetes status and CVD risk factors in American Indians: the Strong Heart Family Study</title><title>International Journal of Obesity</title><addtitle>Int J Obes</addtitle><description>OBJECTIVES: Previous research among American Indians of the strong heart family study (SHFS) has demonstrated significant heritabilities for CVD risk factors and implicated diabetes as an important predictor of several of the phenotypes. Moreover, we recently demonstrated that genetic effects on CVD risk factors differed in diabetic and nondiabetic individuals. In this paper, we investigated whether a significant genetic influence on diabetes status could be identified, and whether there is evidence for joint action of genes on diabetes status and related CVD risk factors. METHODS AND RESULTS: Approximately 950 men and women, age 18 or older, in 32 extended families, were examined between 1997 and 1999. We estimated the effects of genes and environmental covariates on diabetes status using a threshold model and a maximum likelihood variance component approach. Diabetes status exhibited a residual heritability of 22% (h2=0.22). We also estimated the genetic and environmental correlations between diabetes susceptibility and eight risk factors for CVD. All eight CVD risk factors displayed significant genetic correlations with diabetes status (BMI (ρG=0.55), fibrinogen (ρG=0.40), HDL-C (ρG=-0.37), ln triglycerides (ρG=0.65), FAT (ρG=0.38), PAI-1 (ρG=0.67), SBP (ρG=0.57), and WHR (ρG=0.58)). Three of eight traits (HDL-C (ρE=-0.32), ln triglycerides (ρE=0.33), and fibrinogen (ρE=0.20)) displayed significant environmental correlations with diabetes status. CONCLUSIONS: These findings suggest that in the context of a high prevalence of diabetes, still unidentified diabetes genes may play an important role in influencing variation in CVD risk factors.</description><subject>American Indians</subject><subject>Analysis. Health state</subject><subject>Biological and medical sciences</subject><subject>Body mass index</subject><subject>Cardiovascular diseases</subject><subject>Complications and side effects</subject><subject>Diabetes</subject><subject>Epidemiology</subject><subject>extended families</subject><subject>Family studies</subject><subject>fibrinogen</subject><subject>General aspects</subject><subject>genes</subject><subject>Genetic aspects</subject><subject>genetic correlation</subject><subject>Genetic effects</subject><subject>Health Promotion and Disease Prevention</subject><subject>Heart</subject><subject>heritability</subject><subject>Internal Medicine</subject><subject>Longitudinal studies</subject><subject>Medical sciences</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>men</subject><subject>Metabolic Diseases</subject><subject>Native North Americans</subject><subject>Obesity</subject><subject>phenotype</subject><subject>Prevalence studies (Epidemiology)</subject><subject>Public Health</subject><subject>Public health. Hygiene</subject><subject>Public health. 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Health state</topic><topic>Biological and medical sciences</topic><topic>Body mass index</topic><topic>Cardiovascular diseases</topic><topic>Complications and side effects</topic><topic>Diabetes</topic><topic>Epidemiology</topic><topic>extended families</topic><topic>Family studies</topic><topic>fibrinogen</topic><topic>General aspects</topic><topic>genes</topic><topic>Genetic aspects</topic><topic>genetic correlation</topic><topic>Genetic effects</topic><topic>Health Promotion and Disease Prevention</topic><topic>Heart</topic><topic>heritability</topic><topic>Internal Medicine</topic><topic>Longitudinal studies</topic><topic>Medical sciences</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>men</topic><topic>Metabolic Diseases</topic><topic>Native North Americans</topic><topic>Obesity</topic><topic>phenotype</topic><topic>Prevalence studies (Epidemiology)</topic><topic>Public Health</topic><topic>Public health. Hygiene</topic><topic>Public health. Hygiene-occupational medicine</topic><topic>Risk factors</topic><topic>triacylglycerols</topic><topic>Triglycerides</topic><topic>variance</topic><topic>women</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>North, K.E</creatorcontrib><creatorcontrib>Williams, J.T</creatorcontrib><creatorcontrib>Welty, T.K</creatorcontrib><creatorcontrib>Best, L.G</creatorcontrib><creatorcontrib>Lee, E.T</creatorcontrib><creatorcontrib>Fabsitz, R.R</creatorcontrib><creatorcontrib>Howard, B.V</creatorcontrib><creatorcontrib>MacCluer, J.W</creatorcontrib><collection>AGRIS</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Physical Education Index</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>ProQuest Pharma Collection</collection><collection>ProQuest Public Health Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biological Sciences</collection><collection>Agricultural Science Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest Psychology Database</collection><collection>Biological Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><jtitle>International Journal of Obesity</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>North, K.E</au><au>Williams, J.T</au><au>Welty, T.K</au><au>Best, L.G</au><au>Lee, E.T</au><au>Fabsitz, R.R</au><au>Howard, B.V</au><au>MacCluer, J.W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evidence for joint action of genes on diabetes status and CVD risk factors in American Indians: the Strong Heart Family Study</atitle><jtitle>International Journal of Obesity</jtitle><stitle>Int J Obes</stitle><date>2003-04-01</date><risdate>2003</risdate><volume>27</volume><issue>4</issue><spage>491</spage><epage>497</epage><pages>491-497</pages><issn>0307-0565</issn><eissn>1476-5497</eissn><coden>IJOBDP</coden><abstract>OBJECTIVES: Previous research among American Indians of the strong heart family study (SHFS) has demonstrated significant heritabilities for CVD risk factors and implicated diabetes as an important predictor of several of the phenotypes. Moreover, we recently demonstrated that genetic effects on CVD risk factors differed in diabetic and nondiabetic individuals. In this paper, we investigated whether a significant genetic influence on diabetes status could be identified, and whether there is evidence for joint action of genes on diabetes status and related CVD risk factors. METHODS AND RESULTS: Approximately 950 men and women, age 18 or older, in 32 extended families, were examined between 1997 and 1999. We estimated the effects of genes and environmental covariates on diabetes status using a threshold model and a maximum likelihood variance component approach. Diabetes status exhibited a residual heritability of 22% (h2=0.22). We also estimated the genetic and environmental correlations between diabetes susceptibility and eight risk factors for CVD. All eight CVD risk factors displayed significant genetic correlations with diabetes status (BMI (ρG=0.55), fibrinogen (ρG=0.40), HDL-C (ρG=-0.37), ln triglycerides (ρG=0.65), FAT (ρG=0.38), PAI-1 (ρG=0.67), SBP (ρG=0.57), and WHR (ρG=0.58)). Three of eight traits (HDL-C (ρE=-0.32), ln triglycerides (ρE=0.33), and fibrinogen (ρE=0.20)) displayed significant environmental correlations with diabetes status. CONCLUSIONS: These findings suggest that in the context of a high prevalence of diabetes, still unidentified diabetes genes may play an important role in influencing variation in CVD risk factors.</abstract><cop>London</cop><pub>Nature Publishing Group</pub><doi>10.1038/sj.ijo.0802261</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record> |
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subjects | American Indians Analysis. Health state Biological and medical sciences Body mass index Cardiovascular diseases Complications and side effects Diabetes Epidemiology extended families Family studies fibrinogen General aspects genes Genetic aspects genetic correlation Genetic effects Health Promotion and Disease Prevention Heart heritability Internal Medicine Longitudinal studies Medical sciences Medicine Medicine & Public Health men Metabolic Diseases Native North Americans Obesity phenotype Prevalence studies (Epidemiology) Public Health Public health. Hygiene Public health. Hygiene-occupational medicine Risk factors triacylglycerols Triglycerides variance women |
title | Evidence for joint action of genes on diabetes status and CVD risk factors in American Indians: the Strong Heart Family Study |
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