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Kanope T, Santos CGM, Marinho F, Monnerat G, Campos-Junior M, da Fonseca ACP, Zembrzuski VM, de Assis M, Pfaffl MW, Pimenta E. Replicative Study in Performance-Related Genes of Brazilian Elite Soccer Players Highlights Genetic Differences from African Ancestry and Similarities between Professional and U20 Youth Athletes. Genes (Basel) 2023; 14:1446. [PMID: 37510350 PMCID: PMC10379729 DOI: 10.3390/genes14071446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/10/2023] [Accepted: 07/12/2023] [Indexed: 07/30/2023] Open
Abstract
Classically, genetic association studies have attempted to assess genetic polymorphisms related to human physiology and physical performance. However, the heterogeneity of some findings drives the research to replicate, validate, and confirmation as essential aspects for ensuring their applicability in sports sciences. Genetic distance matrix and molecular variance analyses may offer an alternative approach to comparing athletes' genomes with those from public databases. Thus, we performed a complete sequencing of 44 genomes from male Brazilian first-division soccer players under 20 years of age (U20_BFDSC). The performance-related SNP genotypes were obtained from players and from the "1000 Genomes" database (European, African, American, East Asian, and South Asian). Surprisingly, U20_BFDSC performance-related genotypes had significantly larger FST levels (p < 0.00001) than African populations, although studies using ancestry markers have shown an important similarity between Brazilian and African populations (12-24%). U20_BFDSC were genetically similar to professional athletes, showing the intense genetic selection pressure likely to occur before this maturation stage. Our study highlighted that performance-related genes might undergo selective pressure due to physical performance and environmental, cognitive, and sociocultural factors. This replicative study suggests that molecular variance and Wright's statistics can yield novel conclusions in exercise science.
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Affiliation(s)
- Tane Kanope
- UFMG Soccer Science Center, School of Physical Education, Physiotherapy and Occupational Therapy, Federal University of Minas Gerais, Belo Horizonte 31250810, Brazil
| | - Caleb G M Santos
- Department of Animal Physiology and Immunology, School of Life Sciences, Technical University of Munich, Weihenstephaner Berg 3, 85354 Freising, Germany
- Teaching and Research Division, Brazilian Army Institute of Biology, Rio de Janeiro 20911270, Brazil
| | | | - Gustavo Monnerat
- Instituto de Biofisica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941902, Brazil
| | - Mario Campos-Junior
- Human Genetics Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), Rio de Janeiro 21040360, Brazil
| | - Ana Carolina P da Fonseca
- Human Genetics Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), Rio de Janeiro 21040360, Brazil
- Laboratory of Immunopharmacology, Oswaldo Cruz Institute, Rio de Janeiro 21045900, Brazil
| | - Verônica M Zembrzuski
- Human Genetics Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), Rio de Janeiro 21040360, Brazil
| | - Miller de Assis
- UFMG Soccer Science Center, School of Physical Education, Physiotherapy and Occupational Therapy, Federal University of Minas Gerais, Belo Horizonte 31250810, Brazil
| | - Michael W Pfaffl
- Department of Animal Physiology and Immunology, School of Life Sciences, Technical University of Munich, Weihenstephaner Berg 3, 85354 Freising, Germany
| | - Eduardo Pimenta
- UFMG Soccer Science Center, School of Physical Education, Physiotherapy and Occupational Therapy, Federal University of Minas Gerais, Belo Horizonte 31250810, Brazil
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Santos CGM, Rolim-Filho NG, Domingues CA, Dornelas-Ribeiro M, King JL, Budowle B, Moura-Neto RS, Silva R. Association of whole mtDNA, an NADPH G11914A variant, and haplogroups with high physical performance in an elite military troop. ACTA ACUST UNITED AC 2021; 54:e10317. [PMID: 33909855 PMCID: PMC8075130 DOI: 10.1590/1414-431x202010317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 12/29/2020] [Indexed: 11/22/2022]
Abstract
Physical performance is a multifactorial and complex trait influenced by environmental and hereditary factors. Environmental factors alone have been insufficient to characterize all outstanding phenotypes. Recent advances in genomic technologies have enabled the investigation of whole nuclear and mitochondrial genome sequences, increasing our ability to understand interindividual variability in physical performance. Our objective was to evaluate the association of mitochondrial polymorphic loci with physical performance in Brazilian elite military personnel. Eighty-eight male military personnel who participated in the Command Actions Course of the Army were selected. Total DNA was obtained from blood samples and a complete mitochondrial genome (mtDNA) was sequenced using Illumina MiSeq platform. Twenty-nine subjects completed the training program (FINISHED, 'F'), and fifty-nine failed to complete (NOT_FINISHED, 'NF'). The mtDNA from NF was slightly more similar to genomes from African countries frequently related to endurance level. Twenty-two distinct mtDNA haplogroups were identified corroborating the intense genetic admixture of the Brazilian population, but their distribution was similar between the two groups (FST=0.0009). Of 745 polymorphisms detected in the mtDNA, the position G11914A within the NADPH gene component of the electron transport chain, was statistically different between F and NF groups (P=0.011; OR: 4.286; 95%CI: 1.198-16.719), with a higher frequency of the G allele in group F individuals). The high performance of military personnel may be mediated by performance-related genomic traits. Thus, mitochondrial genetic markers such as the ND4 gene may play an important role on physical performance variability.
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Affiliation(s)
- C G M Santos
- Instituto de Biologia do Exército, Rio de Janeiro, RJ, Brasil
| | - N G Rolim-Filho
- Centro de Instrução de Operações Especiais do Exército Brasileiro, Rio de Janeiro, RJ, Brasil
| | - C A Domingues
- Centro de Instrução de Operações Especiais do Exército Brasileiro, Rio de Janeiro, RJ, Brasil
| | | | - J L King
- Center for Human Identification, Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - B Budowle
- Center for Human Identification, Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - R S Moura-Neto
- Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - R Silva
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
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de la Iglesia R, Espinosa-Salinas I, Lopez-Silvarrey FJ, Ramos-Alvarez JJ, Segovia JC, Colmenarejo G, Borregon-Rivilla E, Marcos-Pasero H, Aguilar-Aguilar E, Loria-Kohen V, Reglero G, Ramirez-de Molina A. A Potential Endurance Algorithm Prediction in the Field of Sports Performance. Front Genet 2020; 11:711. [PMID: 32849773 PMCID: PMC7431952 DOI: 10.3389/fgene.2020.00711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 06/11/2020] [Indexed: 11/13/2022] Open
Abstract
Sport performance is influenced by several factors, including genetic susceptibility. In the past years, specific single nucleotide polymorphisms have been associated to sport performance; however, these effects should be considered in multivariable prediction systems since they are related to a polygenic inheritance. The aim of this study was to design a genetic endurance prediction score (GES) of endurance performance and analyze its association with anthropometric, nutritional and sport efficiency variables in a cross-sectional study within fifteen male cyclists. A statistically significant positive relationship between GES and the VO2 maximum (P = 0.033), VO2 VT1 (P = 0.049) and VO2 VT2 (P < 0.001) was observed. Moreover, additional remarkable associations between genotype and the anthropometric, nutritional and sport performance variables, were achieved. In addition, an interesting link between the habit of consuming caffeinated beverages and the GES was observed. The outcomes of the present study indicate a potential use of this genetic prediction algorithm in the sports' field, which may facilitate the finding of genetically talented athletes, improve their training and food habits, as well as help in the improvement of physical conditions of amateurs.
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Affiliation(s)
- Rocio de la Iglesia
- Departamento de Ciencias Farmacéuticas y de la Salud, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Alcorcón, Spain
| | - Isabel Espinosa-Salinas
- Nutrition and Clinical Trials Unit, GENYAL Platform IMDEA-Food Institute, CEI UAM + CSIC, Madrid, Spain
| | - F Javier Lopez-Silvarrey
- Facultad de Ciencias de la Salud, Universidad Camilo José Cela, Madrid, Spain.,Sannus Clinic, Madrid, Spain
| | - J Jose Ramos-Alvarez
- Departamento de Radiología, Rehabilitación y Fisioterapia, Universidad Complutense de Madrid, Madrid, Spain
| | - J Carlos Segovia
- Facultad de Ciencias de la Salud, Universidad Camilo José Cela, Madrid, Spain.,Sannus Clinic, Madrid, Spain
| | - Gonzalo Colmenarejo
- Biostatistics and Bioinformatics Unit, IMDEA Food CEI UAM + CSIC, Madrid, Spain
| | - Elena Borregon-Rivilla
- Nutrition and Clinical Trials Unit, GENYAL Platform IMDEA-Food Institute, CEI UAM + CSIC, Madrid, Spain
| | - Helena Marcos-Pasero
- Nutrition and Clinical Trials Unit, GENYAL Platform IMDEA-Food Institute, CEI UAM + CSIC, Madrid, Spain
| | - Elena Aguilar-Aguilar
- Nutrition and Clinical Trials Unit, GENYAL Platform IMDEA-Food Institute, CEI UAM + CSIC, Madrid, Spain
| | - Viviana Loria-Kohen
- Nutrition and Clinical Trials Unit, GENYAL Platform IMDEA-Food Institute, CEI UAM + CSIC, Madrid, Spain
| | - Guillermo Reglero
- Nutrition and Clinical Trials Unit, GENYAL Platform IMDEA-Food Institute, CEI UAM + CSIC, Madrid, Spain.,Department of Production and Characterization of Novel Foods, Institute of Food Science Research (CIAL) CEI UAM + CSIC, Madrid, Spain
| | - Ana Ramirez-de Molina
- Nutrition and Clinical Trials Unit, GENYAL Platform IMDEA-Food Institute, CEI UAM + CSIC, Madrid, Spain
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Single-Nucleotide-Polymorphism-Panel Population-Genetics Approach Based on the 1000 Genomes Database and Elite Soccer Players. Int J Sports Physiol Perform 2019; 14:711-717. [PMID: 30427247 DOI: 10.1123/ijspp.2018-0715] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Purpose: Soccer is one of the most popular sports worldwide, a physical activity of great physiological demand and complexity. Currently, numerous trials involving physiological responses such as hypertrophy, energy expenditure, vasodilation, cardiac output, VO2max, and recovery have supported the possibility of genomic predictors' affecting performance. In a complementary way to association studies with single nucleotide polymorphisms (SNPs), the objective was to evaluate if the use of population genetics data from human-genomics databases can provide information for a better understanding of the relationship between heritability and sport performance. Methods: The study included 25 healthy male professional soccer players (25.5 [4.3] y, 177.4 [6.4] cm, 76.4 [6.4] kg, body fat 10.5% [4.3%]) from the Brazilian first-division soccer club. Anthropometric measurements and field and isokinetic tests were performed to evaluate performance and physiologic parameters of subjects. Moreover, 10 genetic polymorphisms previously related to performance were genotyped. The genotypes of the same polymorphisms were obtained for 2504 individuals from the populations deposited in the 1000 Genomes database. A principal-component analysis and matrix genetic-distances approach (Fst) were evaluated. Results: As expected, the admixture Brazilian population has numerous genetic similarities with the European and American populations from genomic databases. Although the African component is absolutely recognized in genomes from the Brazilian population, using the specific performance-related SNPs, surprisingly the African population was one of the most genetically distant of the players (P < .00001). Conclusions: The early results suggest a selective pressure on genes of elite soccer players, possibly related simultaneously to physical-performance, environmental, cognitive, and sociocultural aspects.
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Peplonska B, Safranow K, Adamczyk J, Boguszewski D, Szymański K, Soltyszewski I, Barczak A, Siewierski M, Ploski R, Sozanski H, Zekanowski C. Association of serotoninergic pathway gene variants with elite athletic status in the Polish population. J Sports Sci 2019; 37:1655-1662. [PMID: 30836829 DOI: 10.1080/02640414.2019.1583156] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Genetic factors are known to influence sport performance. The aim of the present study was to assess genetic variants in genes coding for proteins potentially modulating activity of brain emotion centres in a group of 621 elite athletes (212 endurance, 183 power and 226 combat athletes) and 672 sedentary controls. Ten statistically significant variants were identified in genes encoding elements of serotoninergic, catecholaminergic and hypothalamic-pituitary-adrenal systems in different sport groups. Of those the rs860573 variant in the FEV gene coding for transcription factor exclusively expressed in neurons of the central serotonin system is the only one whose frequency significantly differentiates all the groups of athletes studied, regardless of discipline, from the controls (p = 0.000026). Our results support the hypothesis that genetic variants potentially affecting mental processes and emotions, particularly in the serotonergic pathway, also influence the predispositions to athletic performance.
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Affiliation(s)
- Beata Peplonska
- a Department of Neurodegenerative Disorders , Mossakowski Medical Research Centre Polish Academy of Sciences , Warsaw , Poland
| | - Krzysztof Safranow
- b Department of Biochemistry and Medical Chemistry , Pomeranian Medical University , Szczecin , Poland
| | - Jakub Adamczyk
- c Department of Sport's Theory , Jozef Pilsudski University of Physical Education in Warsaw , Warsaw , Poland
| | - Dariusz Boguszewski
- d Department of Rehabilitation, Physiotherapy Division , Medical University of Warsaw , Warsaw , Poland
| | - Konrad Szymański
- e Department of Medical Genetics , Centre for Biostructure, Medical University of Warsaw , Warsaw , Poland
| | - Ireneusz Soltyszewski
- f Department of Criminology and Forensic Medicine , Warmia and Mazury University , Olsztyn , Poland
| | - Anna Barczak
- a Department of Neurodegenerative Disorders , Mossakowski Medical Research Centre Polish Academy of Sciences , Warsaw , Poland
| | - Marcin Siewierski
- c Department of Sport's Theory , Jozef Pilsudski University of Physical Education in Warsaw , Warsaw , Poland
| | - Rafal Ploski
- e Department of Medical Genetics , Centre for Biostructure, Medical University of Warsaw , Warsaw , Poland
| | - Henryk Sozanski
- c Department of Sport's Theory , Jozef Pilsudski University of Physical Education in Warsaw , Warsaw , Poland
| | - Cezary Zekanowski
- c Department of Sport's Theory , Jozef Pilsudski University of Physical Education in Warsaw , Warsaw , Poland
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Letter to the editor: Are the doors opened to a genetic-based algorithm for personalized resistance training? Biol Sport 2016; 34:27-29. [PMID: 28416893 PMCID: PMC5377556 DOI: 10.5114/biolsport.2017.63384] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Revised: 09/09/2016] [Accepted: 10/02/2016] [Indexed: 12/13/2022] Open
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