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Psatha A, Al-Mahayri ZN, Mitropoulou C, Patrinos GP. Meta-analysis of genomic variants in power and endurance sports to decode the impact of genomics on athletic performance and success. Hum Genomics 2024; 18:47. [PMID: 38760851 PMCID: PMC11102131 DOI: 10.1186/s40246-024-00621-9] [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] [Received: 02/18/2024] [Accepted: 05/13/2024] [Indexed: 05/19/2024] Open
Abstract
Association between genomic variants and athletic performance has seen a high degree of controversy, as there is often conflicting data as far as the association of genomic variants with endurance, speed and strength is concerned. Here, findings from a thorough meta-analysis from 4228 articles exploring the association of genomic variants with athletic performance in power and endurance sports are summarized, aiming to confirm or overrule the association of genetic variants with athletic performance of all types. From the 4228 articles, only 107 were eligible for further analysis, including 37 different genes. From these, there were 21 articles for the ACE gene, 29 articles for the ACTN3 gene and 8 articles for both the ACE and ACTN3 genes, including 54,382 subjects in total, from which 11,501 were endurance and power athletes and 42,881 control subjects. These data show that there is no statistically significant association between genomic variants and athletic performance either for endurance or power sports, underlying the fact that it is highly risky and even unethical to make such genetic testing services for athletic performance available to the general public. Overall, a strict regulatory monitoring should be exercised by health and other legislative authorities to protect the public from such services from an emerging discipline that still lacks the necessary scientific evidence and subsequent regulatory approval.
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Affiliation(s)
- Aikaterini Psatha
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, School of Health Sciences, University of Patras, University Campus, Rion, 265 04, Patras, Greece
| | | | - Christina Mitropoulou
- The Golden Helix Foundation, London, UK
- Department of Genetics and Genomics, College of Medicine and Health Sciences, United Arab Emirates University, Al-Ain, Abu Dhabi, UAE
| | - George P Patrinos
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, School of Health Sciences, University of Patras, University Campus, Rion, 265 04, Patras, Greece.
- Clinical Bioinformatics Unit, Department of Pathology, Faculty of Medicine and Health Sciences, Erasmus University Medical Center, Rotterdam, The Netherlands.
- Department of Genetics and Genomics, College of Medicine and Health Sciences, United Arab Emirates University, Al-Ain, Abu Dhabi, UAE.
- Zayed Center for Health Sciences, United Arab Emirates University, Al-Ain, Abu Dhabi, UAE.
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Petrovic T, Djelic M, Zdravkovic M, Gavrilovic T, Atanasijevic N, Stojkovic O. Principal components analysis to evaluate complex association of polymorphisms in ACE and ACTN3 genes and the extent of cardiovascular adaptive changes in elite athletes. J Sports Med Phys Fitness 2024; 64:192-200. [PMID: 38093640 DOI: 10.23736/s0022-4707.23.15299-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
BACKGROUND Present article aims at clarifying the association of ACE and ACTN3 polymorphisms with adaptive heart changes in elite athletes from power, endurance and mixed sport disciplines using the principal component analysis (PCA). METHODS Overall, 281 elite male athletes are divided into three groups: strength-type sports, endurance and mixed sports. After anthropometric measurements, physical and ultrasound examination of the heart, the athletes were exposed to a physical load test. All groups were analyzed for functional ACE and ACTN3 polymorphisms. In order to convert a set of examined, possibly correlated adaptive cardiovascular changes into a set of values of linearly uncorrelated variables we used principal component analysis (PCA). RESULTS The type of sport significantly affects not only the athlete's anthropometric characteristics, but also on the scope and specificity of the investigated adaptive cardiovascular changes. Athletes from the mixed group of sports showed the best working efficiency of the heart. PCA showed that the type of sport, but not genetic predisposition affects the co-adaptation of complex traits. CONCLUSIONS Effect of genotype, type of sport and their interaction on observed variability in morpho-functional cardiovascular adaptive changes in elite athletes can be used for a better understanding of the clinical phenomenon of athlete's heart and sudden cardiac death syndrome.
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Affiliation(s)
- Tijana Petrovic
- Institute of Forensic Medicine, Faculty of Medicine, University of Belgrade, Belgrade, Serbia -
| | - Marina Djelic
- Institute of Medical Physiology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Marija Zdravkovic
- University Hospital Medical Center "Bezanijska Kosa", Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | | | - Nikola Atanasijevic
- Institute of Forensic Medicine, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Oliver Stojkovic
- Institute of Forensic Medicine, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
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3
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Spanakis M, Fragkiadaki P, Renieri E, Vakonaki E, Fragkiadoulaki I, Alegakis A, Kiriakakis M, Panagiotou N, Ntoumou E, Gratsias I, Zoubaneas E, Morozova GD, Ovchinnikova MA, Tsitsimpikou C, Tsarouhas K, Drakoulis N, Skalny AV, Tsatsakis A. Advancing athletic assessment by integrating conventional methods with cutting-edge biomedical technologies for comprehensive performance, wellness, and longevity insights. Front Sports Act Living 2024; 5:1327792. [PMID: 38260814 PMCID: PMC10801261 DOI: 10.3389/fspor.2023.1327792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 12/19/2023] [Indexed: 01/24/2024] Open
Abstract
In modern athlete assessment, the integration of conventional biochemical and ergophysiologic monitoring with innovative methods like telomere analysis, genotyping/phenotypic profiling, and metabolomics has the potential to offer a comprehensive understanding of athletes' performance and potential longevity. Telomeres provide insights into cellular functioning, aging, and adaptation and elucidate the effects of training on cellular health. Genotype/phenotype analysis explores genetic variations associated with athletic performance, injury predisposition, and recovery needs, enabling personalization of training plans and interventions. Metabolomics especially focusing on low-molecular weight metabolites, reveal metabolic pathways and responses to exercise. Biochemical tests assess key biomarkers related to energy metabolism, inflammation, and recovery. Essential elements depict the micronutrient status of the individual, which is critical for optimal performance. Echocardiography provides detailed monitoring of cardiac structure and function, while burnout testing evaluates psychological stress, fatigue, and readiness for optimal performance. By integrating this scientific testing battery, a multidimensional understanding of athlete health status can be achieved, leading to personalized interventions in training, nutrition, supplementation, injury prevention, and mental wellness support. This scientifically rigorous approach hereby presented holds significant potential for improving athletic performance and longevity through evidence-based, individualized interventions, contributing to advances in the field of sports performance optimization.
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Affiliation(s)
- Marios Spanakis
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology – Hellas, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Persefoni Fragkiadaki
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Elisavet Renieri
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Elena Vakonaki
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Irene Fragkiadoulaki
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Athanasios Alegakis
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | - Mixalis Kiriakakis
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
| | | | | | - Ioannis Gratsias
- Check Up Medicus Biopathology & Ultrasound Diagnostic Center – Polyclinic, Athens, Greece
| | | | - Galina Dmitrievna Morozova
- Bioelementology and Human Ecology Center, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Marina Alekseevna Ovchinnikova
- Department of Sport Medicine and Medical Rehabilitation, I.M. Sechenov First Moscow State Medical University (Sechenov Univercity), Moscow, Russia
| | | | | | - Nikolaos Drakoulis
- Research Group of Clinical Pharmacology and Pharmacogenomics, Faculty of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, Athens, Greece
| | - Anatoly Viktorovich Skalny
- Bioelementology and Human Ecology Center, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
- Medical Elementology Department, Peoples Friendship University of Russia, Moscow, Russia
| | - Aristides Tsatsakis
- Department of Forensic Sciences and Toxicology, School of Medicine, University of Crete, Heraklion, Greece
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology – Hellas, Heraklion, Greece
- LifePlus Diagnostic & Consulting Health Services, Science Technology Park of Crete, Heraklion, Greece
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Fitzgerald H, Fitzgerald DA, Selvadurai H. Exercise testing for young athletes. Paediatr Respir Rev 2023:S1526-0542(23)00082-9. [PMID: 38176989 DOI: 10.1016/j.prrv.2023.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 12/12/2023] [Indexed: 01/06/2024]
Abstract
With increasing competitiveness across the sporting landscape, there is a need for more research into monitoring and managing the young athlete, as the needs of a young athlete are vastly different to those of an older athlete who is already established in their respective sport. As the age of sports specialisation seems to decrease, exercise testing in the younger cohort of athletes is crucial for safety and long-term success. This article provides a comprehensive summary of available testing and monitoring methods that can be used to assist young athletes as they mature and attempt to excel in their chosen sport.
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Affiliation(s)
- H Fitzgerald
- Department of Respiratory Medicine, The Children's Hospital at Westmead, Westmead, Sydney, NSW 2145, Australia.
| | - D A Fitzgerald
- Department of Respiratory Medicine, The Children's Hospital at Westmead, Westmead, Sydney, NSW 2145, Australia; Discipline of Paediatrics and Child Health, Faculty of Medicine, University of Sydney, Camperdown, Sydney, NSW 2006, Australia
| | - H Selvadurai
- Department of Respiratory Medicine, The Children's Hospital at Westmead, Westmead, Sydney, NSW 2145, Australia; Discipline of Paediatrics and Child Health, Faculty of Medicine, University of Sydney, Camperdown, Sydney, NSW 2006, Australia
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Reißmann M, Rajavel A, Kokov ZA, Schmitt AO. Identification of Differentially Expressed Genes after Endurance Runs in Karbadian Horses to Determine Candidates for Stress Indicators and Performance Capability. Genes (Basel) 2023; 14:1982. [PMID: 38002925 PMCID: PMC10671444 DOI: 10.3390/genes14111982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/13/2023] [Accepted: 10/18/2023] [Indexed: 11/26/2023] Open
Abstract
RNA sequencing makes it possible to uncover genetic mechanisms that underlie certain performance traits. In order to gain a deeper insight into the genetic background and biological processes involved in endurance performance in horses, the changes in the gene expression profiles induced by endurance runs over long (70 km) and short (15 km) distances in the blood of Kabardian horses (Equus caballus) were analyzed. For the long-distance runs, we identified 1484 up- and 691 downregulated genes, while after short-distance runs, only 13 up- and 8 downregulated genes (FC > |1.5|; p < 0.05) were found. These differentially expressed genes (DEGs) are involved in processes and pathways that are primarily related to stress response (interleukin production, activation of inflammatory system) but also to metabolism (carbohydrate catabolic process, lipid biosynthesis, NADP metabolic process). The most important genes involved in these processes therefore represent good candidates for the monitoring and evaluation of the performance of horses in order to avoid excessive demands when endurance performance is required, like ACOD1, CCL5, CD40LG, FOS, IL1R2, IL20RA, and IL22RA2, on the one hand, and, on the other hand, for assessing the suitability of a horse for endurance races, like GATA2, GYG1, HIF1A, MOGAT1, PFKFB3, PLIN5, SIK1, and STBD1.
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Affiliation(s)
- Monika Reißmann
- Thaer-Institute of Agricultural and Horticultural Sciences, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany;
| | - Abirami Rajavel
- Breeding Informatics Group, Department of Animal Sciences, Georg-August University, Margarethe von Wrangell-Weg 7, 37075 Göttingen, Germany
| | - Zaur A. Kokov
- Institute of Physics and Mathematics, Kabardino-Balkarian State University, Chernyshevsky 173, Nalchik 360004, Russia;
| | - Armin O. Schmitt
- Breeding Informatics Group, Department of Animal Sciences, Georg-August University, Margarethe von Wrangell-Weg 7, 37075 Göttingen, Germany
- Center for Integrated Breeding Research (CiBreed), Georg-August University, Carl-Sprengel-Weg 1, 37075 Göttingen, Germany
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Bulgay C, Cepicka L, Dalip M, Yıldırım S, Ceylan Hİ, Yılmaz ÖÖ, Ulucan K, Badicu G, Cerit M. The relationships between ACTN3 rs1815739 and PPARA-α rs4253778 gene polymorphisms and athletic performance characteristics in professional soccer players. BMC Sports Sci Med Rehabil 2023; 15:121. [PMID: 37749582 PMCID: PMC10518950 DOI: 10.1186/s13102-023-00733-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 09/13/2023] [Indexed: 09/27/2023]
Abstract
BACKGROUND Current research on athletic performance focuses on genetic variants that contribute significantly to individuals' performance. ACTN3 rs1815739 and PPARA-α rs4253778 gene polymorphisms are variants frequently associated with athletic performance among different populations. However, there is limited research examining the pre-and post-test results of some variants of athletic performance in soccer players. Therefore, the presented research is to examine the relationships between the ACTN3 rs1815739 and PPARA-α rs4253778 gene polymorphisms and athletic performance improvement rates in adaptations to six weeks of training in elite soccer players using some athletic performance tests. METHODOLOGY Twenty-two soccer players between the ages of 18 and 35 voluntarily participated in the study. All participants were actively engaged in a rigorous six-day-a-week training program during the pre-season preparation period. Preceding and following the training program, a battery of diverse athletic performance tests was administered to the participants. Moreover, Genomic DNA was extracted from oral epithelial cells using the Invitrogen DNA isolation kit (Invitrogen, USA), following the manufacturer's protocol. Genotyping was conducted using real-time PCR. To assess the pre- and post-test performance differences of soccer players, the Wilcoxon Signed Rank test was employed. RESULTS Upon analyzing the results of the soccer players based on the ACTN3 genotype variable, it was observed that there were no statistically significant differences in the SJ (Squat Jump), 30m sprint, CMJ (Counter Movement Jump), and DJ (Drop Jump) performance tests (p > 0.05). However, a statistically significant difference was identified in the YOYO IRT 2 (Yo-Yo Intermittent Recovery Test Level 2) and 1RM (One Repetition Maximum) test outcomes (YOYO IRT 2: CC, CT, and TT, p = 0.028, 0.028, 0.008, 0.000, respectively; 1RM: CC, CT, and TT, p = 0.010, 0.34, 0.001, respectively). Regarding the PPARA-α genotype variable, the statistical analysis revealed no significant differences in the SJ, 30m sprint, CMJ, and DJ performance tests (p > 0.05). Nevertheless, a statistically significant difference was observed in the YOYO IRT 2 and 1RM test results (YOYO IRT 2: CC, CG p = 0.001, 0.020; 1RM: CC, p = 0.000) CONCLUSIONS: The current study demonstrated significant enhancements in only YOYO INT 2 and 1RM test outcomes across nearly all gene variants following the six-day-a-week training program. Other performance tests, such as the 30m sprint, SJ, CMJ, and DJ tests did not exhibit statistically significant differences. These findings contribute novel insights into the molecular processes involving PPARA-α rs4253778 and ACTN3 rs1815739 that underpin enhancements in endurance (YOYO INT 2) and maximal strength (1RM) aspects of athletic performance. However, to comprehensively elucidate the mechanisms responsible for the association between these polymorphisms and athletic performance, further investigations are warranted. It is thought that the use of field and genetic analyses together to support each other will be an important detail for athletes to reach high performance.
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Affiliation(s)
- Celal Bulgay
- Sports Science Faculty, Bingol University, Bingöl, 12000 Türkiye
| | - Ladislav Cepicka
- Department of Physical Education and Sport, Faculty of Education, University of West Bohemia, Pilsen, 30100 Czech Republic
| | - Metin Dalip
- Faculty of Physical Culture and Health, University in Tetovo, Tetova, 1200 Republic of North Macedonia
| | - Selin Yıldırım
- Sports Science Faculty, Lokman Hekim University, Ankara, 06510 Türkiye
| | - Halil İ. Ceylan
- Kazim Karabekir Faculty of Education, Ataturk University, Erzurum, 25240 Türkiye
| | - Özlem Ö. Yılmaz
- Institute of Health Sciences Marmara University, İstanbul, 34722 Türkiye
| | - Korkut Ulucan
- Department of Medical Biology and Genetics, Marmara University, İstanbul, 34722 Türkiye
| | - Georgian Badicu
- Faculty of Physical Education and Mountain Sports, Transilvania University of Braşov, Brasov, 500068 Romania
| | - Mesut Cerit
- Sports Science Faculty, Lokman Hekim University, Ankara, 06510 Türkiye
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Rancelis T, Domarkiene I, Ambrozaityte L, Utkus A. Implementing Core Genes and an Omnigenic Model for Behaviour Traits Prediction in Genomics. Genes (Basel) 2023; 14:1630. [PMID: 37628681 PMCID: PMC10454355 DOI: 10.3390/genes14081630] [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] [Received: 07/12/2023] [Revised: 08/12/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023] Open
Abstract
A high number of genome variants are associated with complex traits, mainly due to genome-wide association studies (GWAS). Using polygenic risk scores (PRSs) is a widely accepted method for calculating an individual's complex trait prognosis using such data. Unlike monogenic traits, the practical implementation of complex traits by applying this method still falls behind. Calculating PRSs from all GWAS data has limited practical usability in behaviour traits due to statistical noise and the small effect size from a high number of genome variants involved. From a behaviour traits perspective, complex traits are explored using the concept of core genes from an omnigenic model, aiming to employ a simplified calculation version. Simplification may reduce the accuracy compared to a complete PRS encompassing all trait-associated variants. Integrating genome data with datasets from various disciplines, such as IT and psychology, could lead to better complex trait prediction. This review elucidates the significance of clear biological pathways in understanding behaviour traits. Specifically, it highlights the essential role of genes related to hormones, enzymes, and neurotransmitters as robust core genes in shaping these traits. Significant variations in core genes are prominently observed in behaviour traits such as stress response, impulsivity, and substance use.
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Affiliation(s)
- Tautvydas Rancelis
- Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, Santariskiu Str. 2, LT-08661 Vilnius, Lithuania; (I.D.); (L.A.); (A.U.)
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Bayraktar I, Cepicka L, Barasinska M, Kazan HH, Zorba E, Ergun MA, Eken Ö, Ceylan Hİ, Bulgay C, Gabrys T. Athletic performance, sports experience, and exercise addiction: an association study on ANKK1 gene polymorphism rs1800497. Front Psychol 2023; 14:1182575. [PMID: 37588243 PMCID: PMC10425557 DOI: 10.3389/fpsyg.2023.1182575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 07/11/2023] [Indexed: 08/18/2023] Open
Abstract
Introduction Exercise addiction is a phenomenon being able to affecting the athletic performance. The gene, ANKK1 and the polymorphism NM_178510.2:c.2137G > A (rs1800497) has been linked to the exercise addiction. However, further studies on diverse populations and sport branches are needed to totally explore the possible association of this polymorphism with the athletic performance. Thus, the present study aims to decipher any possible relations of the rs1800497 polymorphism with the athletic performance/personal best (PB) and sport experience of elite athletes. Methods Sixty volunteer elite athletes (31 sprint/power and 29 endurance) and 20 control/sedentary participated in the study. The polymorphism was genotyped using whole exome sequencing approach and PB were determined according to the International Association of Athletics Federations (IAAF) score. Results Our results underlined that there were not any significance differences for both allele and genotype frequencies between the groups in terms of athletic performance, although the frequency of allele G was higher (p > 0.05). Nevertheless, sport experience significantly associated with the rs1800496 polymorphism (p < 0.05). Discussion In conclusion, genotype G/G could be inferred to be linked to the higher sport experience and athletic performance. Still, further studies with higher number of participants are needed to conclude the association of this polymorphism with athletic parameters.
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Affiliation(s)
- Isık Bayraktar
- Faculty of Sports Sciences, Alanya Alaaddin Keykubat University, Alanya, Türkiye
| | - Ladislav Cepicka
- Department of Physical Education and Sport, Faculty of Education, University of West Bohemia, Pilsen, Czechia
| | | | | | - Erdal Zorba
- Faculty of Sports Sciences, Gazi University, Ankara, Türkiye
| | | | - Özgür Eken
- Department of Physical Education and Sport Teaching, Faculty of Sports Sciences, Inonu University, Malatya, Türkiye
| | - Halil İbrahim Ceylan
- Department of Physical Education of Sports Teaching, Faculty of Kazim Karabekir Education, Atatürk University, Erzurum, Türkiye
| | - Celal Bulgay
- Faculty of Sports Sciences, Bingol University, Bingol, Türkiye
| | - Tomasz Gabrys
- Department of Physical Education and Sport, Faculty of Education, University of West Bohemia, Pilsen, Czechia
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