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TANISAWA KUMPEI, TABATA HIROKI, NAKAMURA NOBUHIRO, KAWAKAMI RYOKO, USUI CHIYOKO, ITO TOMOKO, KAWAMURA TAKUJI, TORII SUGURU, ISHII KAORI, MURAOKA ISAO, SUZUKI KATSUHIKO, SAKAMOTO SHIZUO, HIGUCHI MITSURU, OKA KOICHIRO. Polygenic Risk Score, Cardiorespiratory Fitness, and Cardiometabolic Risk Factors: WASEDA'S Health Study. Med Sci Sports Exerc 2024; 56:2026-2038. [PMID: 38768052 PMCID: PMC11419280 DOI: 10.1249/mss.0000000000003477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
PURPOSE This study estimated an individual's genetic liability to cardiometabolic risk factors by polygenic risk score (PRS) construction and examined whether high cardiorespiratory fitness (CRF) modifies the association between PRS and cardiometabolic risk factors. METHODS This cross-sectional study enrolled 1296 Japanese adults aged ≥40 yr. The PRS for each cardiometabolic trait (blood lipids, glucose, hypertension, and obesity) was calculated using the LDpred2 and clumping and thresholding methods. Participants were divided into low-, intermediate-, and high-PRS groups according to PRS tertiles for each trait. CRF was quantified as peak oxygen uptake (V̇O 2peak ) per kilogram body weight. Participants were divided into low-, intermediate-, and high-CRF groups according to the tertile V̇O 2peak value. RESULTS Linear regression analysis revealed a significant interaction between PRS for triglyceride (PRS TG ) and CRF groups on serum TG levels regardless of the PRS calculation method, and the association between PRS TG and TG levels was attenuated in the high-CRF group. Logistic regression analysis revealed a significant sub-additive interaction between LDpred2 PRS TG and CRF on the prevalence of high TG, indicating that high CRF attenuated the genetic predisposition to high TG. Furthermore, a significant sub-additive interaction between PRS for body mass index and CRF on obesity was detected regardless of the PRS calculation method. These significant interaction effects on high TG and obesity were diminished in the sensitivity analysis using V̇O 2peak per kilogram fat-free mass as the CRF index. Effects of PRSs for other cardiometabolic traits were not significantly attenuated in the high-CRF group regardless of PRS calculation methods. CONCLUSIONS The findings of the present study suggest that individuals with high CRF overcome the genetic predisposition to high TG levels and obesity.
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Affiliation(s)
- KUMPEI TANISAWA
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
| | - HIROKI TABATA
- Sportology Center, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, JAPAN
- Waseda Institute for Sport Sciences, Tokorozawa, Saitama, JAPAN
| | - NOBUHIRO NAKAMURA
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
| | - RYOKO KAWAKAMI
- Waseda Institute for Sport Sciences, Tokorozawa, Saitama, JAPAN
- Physical Fitness Research Institute, Meiji Yasuda Life Foundation of Health and Welfare, Hachioji, Tokyo, JAPAN
| | - CHIYOKO USUI
- Waseda Institute for Sport Sciences, Tokorozawa, Saitama, JAPAN
- Center for Liberal Education and Learning, Sophia University, Chiyoda-ku, Tokyo, JAPAN
| | - TOMOKO ITO
- Waseda Institute for Sport Sciences, Tokorozawa, Saitama, JAPAN
- Department of Food and Nutrition, Tokyo Kasei University, Itabashi-ku, Tokyo, JAPAN
| | - TAKUJI KAWAMURA
- Waseda Institute for Sport Sciences, Tokorozawa, Saitama, JAPAN
- Research Center for Molecular Exercise Science, Hungarian University of Sports Science, Budapest, HUNGARY
| | - SUGURU TORII
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
| | - KAORI ISHII
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
| | - ISAO MURAOKA
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
| | - KATSUHIKO SUZUKI
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
| | - SHIZUO SAKAMOTO
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
- Faculty of Sport Science, Surugadai University, Hanno, Saitama, JAPAN
| | - MITSURU HIGUCHI
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
| | - KOICHIRO OKA
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, JAPAN
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Zhang JY, Zhao Q, Li XM, Liu F, Zhao Q, Men L, Chen QJ, Zhai H, Yang YN. Association of an ADRB3 Variant with Coronary Artery Disease Within the Chinese Han Population: Construction of a Predictive Nomogram Model. Genet Test Mol Biomarkers 2023; 27:81-89. [PMID: 36989522 DOI: 10.1089/gtmb.2022.0071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023] Open
Abstract
Objective: Coronary artery disease (CAD) is a the most common type of heart disease, and is associated with the highest mortality rate. The role of the β3-adrenergic receptor gene (ADRB3) in energy homeostasis and lipolysis suggests that it may be associated with obesity, insulin resistance, diabetes, and hypertension. Herein, we sought to examine the relationship between CAD and variants of the ADRB3 gene in individuals with Han and Uygur ethnicities in China. Methods: All 1022 participants were genotyped for two ADRB3 single nucleotide polymorphisms (SNPs; rs1892818 and rs9693898) using real-time polymerase chain reaction (TaqMan). Uygur (259 CAD patients, 161 control group) and Han (308 CAD patients, 294 control group) were included in two case-control studies. We subsequently developed a predictive model using ADRB3 genetic variation and clinical variables to predict risk of CAD. Results: The rs1892818 CT genotype (8.5% vs 3.9%, p = 0.019) and T allele (4.3% vs 1.9%, p = 0.021) were more frequently detected in the control subjects compared to CAD patients of the Han population but not in the Uygur population. The rs9693898 was not associated with CAD in either ethnic population. Logistic regression analysis further demonstrated that carriers of the rs1892818 CT genotype had a lower risk of CAD than did those with the CC genotype (CT vs CC, p = 0.044, odds ratio [OR] = 0.441, 95% confidence interval [CI]: 0.199-0.976). Using this data, we constructed a predictive nomogram model for CAD with an area under the curve (95% CI) of 0.722 (0.682, 0.761). Conclusions: Our results suggest that rs1892818 is associated with CAD in the Han population and that the CT genotype of rs1892818 may serve as a protective factor for CAD in Han individuals. The proposed nomograms can be used for the prediction of CAD in this population.
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Affiliation(s)
- Jin-Yu Zhang
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- Department of Rehabilitation, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Qian Zhao
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Department of Cardiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Xiao-Mei Li
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Department of Cardiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Fen Liu
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Department of Cardiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Qiang Zhao
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Li Men
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Qing-Jie Chen
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Hui Zhai
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yi-Ning Yang
- Xinjiang Key Laboratory of Cardiovascular Disease Research, Clinical Medical Research Institute of The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Department of Cardiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
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Shendre A, Wiener HW, Irvin MR, Aouizerat BE, Overton ET, Lazar J, Liu C, Hodis HN, Limdi NA, Weber KM, Gange SJ, Zhi D, Floris-Moore MA, Ofotokun I, Qi Q, Hanna DB, Kaplan RC, Shrestha S. Genome-wide admixture and association study of subclinical atherosclerosis in the Women's Interagency HIV Study (WIHS). PLoS One 2017; 12:e0188725. [PMID: 29206233 PMCID: PMC5714351 DOI: 10.1371/journal.pone.0188725] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 11/12/2017] [Indexed: 12/20/2022] Open
Abstract
Cardiovascular disease (CVD) is a major comorbidity among HIV-infected individuals. Common carotid artery intima-media thickness (cCIMT) is a valid and reliable subclinical measure of atherosclerosis and is known to predict CVD. We performed genome-wide association (GWA) and admixture analysis among 682 HIV-positive and 288 HIV-negative Black, non-Hispanic women from the Women’s Interagency HIV study (WIHS) cohort using a combined and stratified analysis approach. We found some suggestive associations but none of the SNPs reached genome-wide statistical significance in our GWAS analysis. The top GWAS SNPs were rs2280828 in the region intergenic to mediator complex subunit 30 and exostosin glycosyltransferase 1 (MED30 | EXT1) among all women, rs2907092 in the catenin delta 2 (CTNND2) gene among HIV-positive women, and rs7529733 in the region intergenic to family with sequence similarity 5, member C and regulator of G-protein signaling 18 (FAM5C | RGS18) genes among HIV-negative women. The most significant local European ancestry associations were in the region intergenic to the zinc finger and SCAN domain containing 5D gene and NADH: ubiquinone oxidoreductase complex assembly factor 1 (ZSCAN5D | NDUF1) pseudogene on chromosome 19 among all women, in the region intergenic to vomeronasal 1 receptor 6 pseudogene and zinc finger protein 845 (VN1R6P | ZNF845) gene on chromosome 19 among HIV-positive women, and in the region intergenic to the SEC23-interacting protein and phosphatidic acid phosphatase type 2 domain containing 1A (SEC23IP | PPAPDC1A) genes located on chromosome 10 among HIV-negative women. A number of previously identified SNP associations with cCIMT were also observed and included rs2572204 in the ryanodine receptor 3 (RYR3) and an admixture region in the secretion-regulating guanine nucleotide exchange factor (SERGEF) gene. We report several SNPs and gene regions in the GWAS and admixture analysis, some of which are common across HIV-positive and HIV-negative women as demonstrated using meta-analysis, and also across the two analytic approaches (i.e., GWA and admixture). These findings suggest that local European ancestry plays an important role in genetic associations of cCIMT among black women from WIHS along with other environmental factors that are related to CVD and may also be triggered by HIV. These findings warrant confirmation in independent samples.
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Affiliation(s)
- Aditi Shendre
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Howard W. Wiener
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Marguerite R. Irvin
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Bradley E. Aouizerat
- Bluestone Center for Clinical Research, New York University, New York, New York, United States of America
- Department of Oral and Maxillofacial Surgery, New York University, New York, New York, United States of America
| | - Edgar T. Overton
- Division of Infectious Diseases, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Jason Lazar
- Department of Medicine, State University of New York, Downstate Medical Center, Brooklyn, New York, United States of America
| | - Chenglong Liu
- Department of Medicine, Georgetown University Medical Center, Washington, DC, United States of America
| | - Howard N. Hodis
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, California, United States of America
| | - Nita A. Limdi
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Kathleen M. Weber
- Cook County Health and Hospital System/Hektoen Institute of Medicine, Chicago, Illnois, United States of America
| | - Stephen J. Gange
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Degui Zhi
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Michelle A. Floris-Moore
- Division of Infectious Diseases, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, United States of America
| | - Ighovwerha Ofotokun
- Department of Medicine/Infectious Diseases, Emory University, and Grady Healthcare System, Atlanta, Georgia, United States of America
| | - Qibin Qi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - David B. Hanna
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Robert C. Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Sadeep Shrestha
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
- * E-mail:
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Many GM, Kendrick Z, Deschamps CL, Sprouse C, Tosi LL, Devaney JM, Gordish-Dressman H, Barfield W, Hoffman EP, Houmard JA, Pescatello LS, Vogel HJ, Shearer J, Hittel DS. Genetic characterization of physical activity behaviours in university students enrolled in kinesiology degree programs. Appl Physiol Nutr Metab 2016; 42:278-284. [PMID: 28177749 DOI: 10.1139/apnm-2016-0441] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Studies of physical activity behaviours have increasingly shown the importance of heritable factors such as genetic variation. Nonsynonymous polymorphisms of alpha-actinin 3 (ACTN3) and the β-adrenergic receptors 1 and 3 (ADRB1 and ADRB3) have been previously associated with exercise capacity and cardiometabolic health. We thus hypothesized that these polymorphisms are also related to physical activity behaviours in young adults. To test this hypothesis we examined relationships between ACTN3 (R577X), ARDB1 (Arg389Gly), ADRB3 (Trp64Arg), and physical activity behaviours in university students. We stratified for student enrollment in kinesiology degree programs compared with nonmajors as we previously found this to be a predictor of physical activity. We did not identify novel associations between physical activity and ACTN3. However, the minor alleles of ADRB1 and ADRB3 were significantly underrepresented in kinesiology students compared with nonmajors. Furthermore, carriers of the ADRB1 minor allele reported reduced participation in moderate physical activity and increased afternoon fatigue compared with ancestral allele homozygotes. Together, these findings suggest that the heritability of physical activity behaviours in young adults may be linked to nonsynonymous polymorphisms within β-adrenergic receptors.
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Affiliation(s)
- Gina M Many
- a Genetic Medicine, Children's National Medical Center, Washington, DC, USA.,f Departments of Cell, Developmental, and Integrative Biology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Zachary Kendrick
- a Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | | | - Courtney Sprouse
- a Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | - Laura L Tosi
- a Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | - Joseph M Devaney
- a Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | | | - Whitney Barfield
- a Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | - Eric P Hoffman
- a Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | - Joseph A Houmard
- c Department of Kinesiology, East Carolina University, Greenville, NC, USA
| | | | - Hans J Vogel
- e Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Jane Shearer
- b Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,e Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Dustin S Hittel
- e Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Tanisawa K, Tanaka M, Higuchi M. Gene-exercise interactions in the development of cardiometabolic diseases. THE JOURNAL OF PHYSICAL FITNESS AND SPORTS MEDICINE 2016. [DOI: 10.7600/jpfsm.5.25] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Kumpei Tanisawa
- Faculty of Sport Sciences, Waseda University
- Department of Genomics for Longevity and Health, Tokyo Metropolitan Institute of Gerontology
- Japan Society for the Promotion of Science
| | - Masashi Tanaka
- Department of Genomics for Longevity and Health, Tokyo Metropolitan Institute of Gerontology
| | - Mitsuru Higuchi
- Faculty of Sport Sciences, Waseda University
- Institute of Advanced Active Aging Research, Waseda University
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Riahi S, Mohammadi MT, Sobhani V, Ababzadeh S. Chronic Aerobic Exercise Decreases Lectin-Like Low Density Lipoprotein (LOX-1) Receptor Expression in Heart of Diabetic Rat. IRANIAN BIOMEDICAL JOURNAL 2015; 20:26-32. [PMID: 26432573 PMCID: PMC4689279 DOI: 10.7508/ibj.2016.01.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Overexpression of lectin-like low density lipoprotein (LOX-1) receptor plays an important role in hyperglycemia-induced vascular complications such as atherosclerosis. Based on the beneficial effects of exercise on preventing cardiovascular complications of diabetes, we aimed to examine the protective effects of aerobic exercise on expression of LOX-1 receptor and production of free radicals in the heart of diabetic rats. METHODS Four groups of rats were used: (n = 5 per group): sedentary normal, trained normal, sedentary diabetes and trained diabetes. Diabetes was induced by a single intraperitoneal injection of streptozotocin (50 mg/kg). The exercise protocol was consisted of swimming 30 min/day, 5 days/week for eight weeks. Plasma glucose was evaluated at initiation, weeks 4 and 8 of experiment. At the end of experiment, rats were sacrificed and the heart was removed for determination of nitrate, malondialdehyde, and LOX-1 gene expression. RESULTS In normal non-diabetic rats, the blood glucose level was <150 mg/dl; however, the induction of diabetes resulted in levels more than >400 mg/dl. Gene expression of LOX-1 was increased in the heart of diabetic rats. Exercise reduced the gene expression of this protein in diabetic states without reducing the blood glucose. Finally, swimming exercise decreased the malondialdehyde and nitrate levels in heart tissue both in control and diabetic rats. CONCLUSION Swimming exercise reduces heart expression of the LOX-1 receptor in accompany with reduction of free radicals production. Since these parameters are important in generation of diabetic complications, swimming exercise is a good candidate for reducing these complications.
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Affiliation(s)
- Simin Riahi
- Exercise Physiology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Mohammad Taghi Mohammadi
- Dept. of Physiology and Biophysics, Faculty of Medicine, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Vahid Sobhani
- Exercise Physiology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Shima Ababzadeh
- Dept. Anatomy, Faculty of Medicine, Qom University of Medical Sciences, Qom, Iran
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