Genetic modifiers of cardiorespiratory fitness response to lifestyle intervention

Numerous prospective studies indicate that improved cardiorespiratory fitness reduces type 2 diabetes risk and delays disease progression. We hypothesized that genetic variants modify fitness response to an intensive lifestyle intervention (ILI) in the Action for Health in Diabetes (Look AHEAD) rand...

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Published inMedicine and science in sports and exercise Vol. 46; no. 2; p. 302
Main Authors Peter, Inga, Papandonatos, George D, Belalcazar, L Maria, Yang, Yao, Erar, Bahar, Jakicic, John M, Unick, Jessica L, Balasubramanyam, Ashok, Lipkin, Edward W, Delahanty, Linda M, Wagenknecht, Lynne E, Wing, Rena R, McCaffery, Jeanne M, Huggins, Gordon S
Format Journal Article
LanguageEnglish
Published United States 01.02.2014
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Abstract Numerous prospective studies indicate that improved cardiorespiratory fitness reduces type 2 diabetes risk and delays disease progression. We hypothesized that genetic variants modify fitness response to an intensive lifestyle intervention (ILI) in the Action for Health in Diabetes (Look AHEAD) randomized clinical trial, aimed to detect whether ILI will reduce cardiovascular events in overweight/obese subjects with type 2 diabetes compared with a standard of care. Polymorphisms in established fitness genes and in all loci assayed on the Illumina CARe iSelect chip were examined as predictors of change in MET level, estimated using a treadmill test, in response to a 1-yr intervention in 3899 participants. We identified a significant signal in previously reported fitness-related gene RUNX1 that was associated with 1-yr METs response in ILI (0.19 ± 0.04 MET less improvement per minor allele copy; P = 1.9 × 10(-5)) and genotype-intervention interaction (P = 4.8 × 10(-3)). In the chipwide analysis, FKBP7 rs17225700 showed a significant association with ILI response among subjects not receiving beta-blocker medications (0.47 ± 0.09 METs less improvement; P = 5.3 × 10(-5)) and genotype-treatment interaction (P = 5.3 × 10(-7)). The Gene Relationships Among Implicated Loci pathway-based analysis identified connections between associated genes, including those influencing vascular tone, muscle contraction, cardiac energy substrate dynamics, and muscle protein synthesis. This is the first study to identify genetic variants associated with fitness responses to a randomized lifestyle intervention in overweight/obese diabetic individuals. RUNX1 and FKBP7, involved in erythropoesis and muscle protein synthesis, respectively, are related to change in cardiorespiratory fitness in response to exercise.
AbstractList Numerous prospective studies indicate that improved cardiorespiratory fitness reduces type 2 diabetes risk and delays disease progression. We hypothesized that genetic variants modify fitness response to an intensive lifestyle intervention (ILI) in the Action for Health in Diabetes (Look AHEAD) randomized clinical trial, aimed to detect whether ILI will reduce cardiovascular events in overweight/obese subjects with type 2 diabetes compared with a standard of care. Polymorphisms in established fitness genes and in all loci assayed on the Illumina CARe iSelect chip were examined as predictors of change in MET level, estimated using a treadmill test, in response to a 1-yr intervention in 3899 participants. We identified a significant signal in previously reported fitness-related gene RUNX1 that was associated with 1-yr METs response in ILI (0.19 ± 0.04 MET less improvement per minor allele copy; P = 1.9 × 10(-5)) and genotype-intervention interaction (P = 4.8 × 10(-3)). In the chipwide analysis, FKBP7 rs17225700 showed a significant association with ILI response among subjects not receiving beta-blocker medications (0.47 ± 0.09 METs less improvement; P = 5.3 × 10(-5)) and genotype-treatment interaction (P = 5.3 × 10(-7)). The Gene Relationships Among Implicated Loci pathway-based analysis identified connections between associated genes, including those influencing vascular tone, muscle contraction, cardiac energy substrate dynamics, and muscle protein synthesis. This is the first study to identify genetic variants associated with fitness responses to a randomized lifestyle intervention in overweight/obese diabetic individuals. RUNX1 and FKBP7, involved in erythropoesis and muscle protein synthesis, respectively, are related to change in cardiorespiratory fitness in response to exercise.
Author Erar, Bahar
Belalcazar, L Maria
Balasubramanyam, Ashok
Lipkin, Edward W
Papandonatos, George D
Delahanty, Linda M
McCaffery, Jeanne M
Wagenknecht, Lynne E
Peter, Inga
Huggins, Gordon S
Jakicic, John M
Wing, Rena R
Unick, Jessica L
Yang, Yao
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  organization: 1Department of Genetics and Genomic Sciences, Mount Sinai School of Medicine, New York, NY; 2Center for Statistical Sciences, Brown University, Providence, RI; 3Department of Medicine, University of Texas Medical Branch, Galveston, TX; 4Department of Health and Physical Activity, Physical Activity and Weight Management Research Center, University of Pittsburgh, Pittsburgh, PA; 5Weight Control and Diabetes Research Center, Department of Psychiatry and Human Behavior, The Miriam Hospital and Brown Medical School, Providence, RI; 6Translational Metabolism Unit, Diabetes Research Center, Division of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, Houston, TX; 7Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, WA; 8Diabetes Research Center, Massachusetts General Hospital and Department of Medicine, Harvard Medical School, Boston, MA; 9Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC; and 10Molecular Cardiology Research Institute, Center for Translational Genomics, Tufts Medical Center and Tufts University, Boston, MA
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References 21749974 - Am J Epidemiol. 2011 Aug 1;174(3):253-60
15674439 - Biochem Cell Biol. 2004 Dec;82(6):719-27
12547486 - Ann Epidemiol. 2003 Jan;13(1):57-65
20379143 - Obesity (Silver Spring). 2010 Dec;18(12):2395-7
17160917 - Diab Vasc Dis Res. 2006 Dec;3(3):202-15
8651839 - Arch Intern Med. 1996 Jun 24;156(12):1307-14
19557189 - PLoS Genet. 2009 Jun;5(6):e1000534
19727025 - Med Sci Sports Exerc. 2009 Oct;41(10):1887-95
17363746 - Diabetes Care. 2007 Jun;30(6):1374-83
19188252 - J Physiol. 2009 Apr 1;587(Pt 7):1535-46
11832527 - N Engl J Med. 2002 Feb 7;346(6):393-403
21183627 - J Appl Physiol (1985). 2011 May;110(5):1160-70
20876408 - Arch Intern Med. 2010 Sep 27;170(17):1566-75
20682679 - Diabetes Care. 2010 Nov;33(11):2297-303
20930125 - J Appl Physiol (1985). 2011 Jan;110(1):46-59
11208676 - Circulation. 2001 Jan 16;103(2):196-200
18325908 - Hum Mol Genet. 2008 Jun 15;17(12):1798-802
11427776 - Med Sci Sports Exerc. 2001 Jun;33(6 Suppl):S495-501; discussion S528-9
19153582 - Int J Obes (Lond). 2009 Mar;33(3):305-16
9688730 - J Appl Physiol (1985). 1998 Aug;85(2):530-6
1976655 - J Clin Invest. 1990 Oct;86(4):1343-6
12398116 - Exerc Sport Sci Rev. 2002 Oct;30(4):184-90
21967077 - BMC Genet. 2011;12:84
19787680 - Diabetes Metab Res Rev. 2009 Nov;25(8):717-24
14500058 - Control Clin Trials. 2003 Oct;24(5):610-28
18974833 - PLoS One. 2008;3(10):e3583
14680741 - J Am Coll Cardiol. 2003 Dec 17;42(12):2139-43
24081232 - Hum Hered. 2013;75(2-4):160-74
21505031 - Bioinformatics. 2011 Jun 1;27(11):1589-90
18781959 - Curr Mol Med. 2008 Sep;8(6):519-32
15321701 - Eur Heart J. 2004 Aug;25(16):1428-37
20969750 - Popul Health Metr. 2010 Oct 22;8:29
18535128 - J Appl Physiol (1985). 2008 Sep;105(3):988-1001
15314686 - J Clin Invest. 2004 Aug;114(4):495-503
17903301 - BMC Med Genet. 2007;8 Suppl 1:S2
16077740 - Heredity (Edinb). 2005 Sep;95(3):221-7
15336975 - Biochem Biophys Res Commun. 2004 Oct 1;322(4):1280-5
22307069 - Obesity (Silver Spring). 2012 Aug;20(8):1675-82
References_xml – reference: 24081232 - Hum Hered. 2013;75(2-4):160-74
– reference: 19727025 - Med Sci Sports Exerc. 2009 Oct;41(10):1887-95
– reference: 12547486 - Ann Epidemiol. 2003 Jan;13(1):57-65
– reference: 15321701 - Eur Heart J. 2004 Aug;25(16):1428-37
– reference: 11832527 - N Engl J Med. 2002 Feb 7;346(6):393-403
– reference: 19153582 - Int J Obes (Lond). 2009 Mar;33(3):305-16
– reference: 12398116 - Exerc Sport Sci Rev. 2002 Oct;30(4):184-90
– reference: 8651839 - Arch Intern Med. 1996 Jun 24;156(12):1307-14
– reference: 20876408 - Arch Intern Med. 2010 Sep 27;170(17):1566-75
– reference: 21967077 - BMC Genet. 2011;12:84
– reference: 21183627 - J Appl Physiol (1985). 2011 May;110(5):1160-70
– reference: 11208676 - Circulation. 2001 Jan 16;103(2):196-200
– reference: 21749974 - Am J Epidemiol. 2011 Aug 1;174(3):253-60
– reference: 18325908 - Hum Mol Genet. 2008 Jun 15;17(12):1798-802
– reference: 1976655 - J Clin Invest. 1990 Oct;86(4):1343-6
– reference: 20930125 - J Appl Physiol (1985). 2011 Jan;110(1):46-59
– reference: 20379143 - Obesity (Silver Spring). 2010 Dec;18(12):2395-7
– reference: 18781959 - Curr Mol Med. 2008 Sep;8(6):519-32
– reference: 17363746 - Diabetes Care. 2007 Jun;30(6):1374-83
– reference: 19557189 - PLoS Genet. 2009 Jun;5(6):e1000534
– reference: 20969750 - Popul Health Metr. 2010 Oct 22;8:29
– reference: 18535128 - J Appl Physiol (1985). 2008 Sep;105(3):988-1001
– reference: 21505031 - Bioinformatics. 2011 Jun 1;27(11):1589-90
– reference: 19188252 - J Physiol. 2009 Apr 1;587(Pt 7):1535-46
– reference: 11427776 - Med Sci Sports Exerc. 2001 Jun;33(6 Suppl):S495-501; discussion S528-9
– reference: 17160917 - Diab Vasc Dis Res. 2006 Dec;3(3):202-15
– reference: 9688730 - J Appl Physiol (1985). 1998 Aug;85(2):530-6
– reference: 20682679 - Diabetes Care. 2010 Nov;33(11):2297-303
– reference: 14500058 - Control Clin Trials. 2003 Oct;24(5):610-28
– reference: 17903301 - BMC Med Genet. 2007;8 Suppl 1:S2
– reference: 16077740 - Heredity (Edinb). 2005 Sep;95(3):221-7
– reference: 15336975 - Biochem Biophys Res Commun. 2004 Oct 1;322(4):1280-5
– reference: 15314686 - J Clin Invest. 2004 Aug;114(4):495-503
– reference: 18974833 - PLoS One. 2008;3(10):e3583
– reference: 19787680 - Diabetes Metab Res Rev. 2009 Nov;25(8):717-24
– reference: 22307069 - Obesity (Silver Spring). 2012 Aug;20(8):1675-82
– reference: 15674439 - Biochem Cell Biol. 2004 Dec;82(6):719-27
– reference: 14680741 - J Am Coll Cardiol. 2003 Dec 17;42(12):2139-43
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Snippet Numerous prospective studies indicate that improved cardiorespiratory fitness reduces type 2 diabetes risk and delays disease progression. We hypothesized that...
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StartPage 302
SubjectTerms Adrenergic beta-Antagonists - therapeutic use
Aged
Alleles
Calcium-Binding Proteins - genetics
Core Binding Factor Alpha 2 Subunit - genetics
Diabetes Mellitus, Type 2 - genetics
Diabetes Mellitus, Type 2 - physiopathology
Diabetes Mellitus, Type 2 - therapy
Exercise Test
Female
Health Behavior
Heterozygote
Humans
Life Style
Linkage Disequilibrium
Male
Metabolic Equivalent
Middle Aged
Obesity - genetics
Obesity - physiopathology
Obesity - therapy
Physical Exertion - physiology
Physical Fitness
Polymorphism, Single Nucleotide
Risk Reduction Behavior
Tacrolimus Binding Proteins - genetics
Title Genetic modifiers of cardiorespiratory fitness response to lifestyle intervention
URI https://www.ncbi.nlm.nih.gov/pubmed/23899896
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