Association analysis of gene polymorphisms COL1A, MCT1, COL12A1 with sports hernia in football players

The genotype distributions of the examined polymorphisms were studied in football players, all males, using the Copenhagen Hip and Groin Outcome Score questionnaire. Consideration of the impact of pain and restriction of movements in the groin and thigh.

Рубрика Спорт и туризм
Вид статья
Язык английский
Дата добавления 25.06.2022
Размер файла 229,3 K

Отправить свою хорошую работу в базу знаний просто. Используйте форму, расположенную ниже

Студенты, аспиранты, молодые ученые, использующие базу знаний в своей учебе и работе, будут вам очень благодарны.

Размещено на http://www.allbest.ru/

O.O. Bogomoletz National Medical University

О.O. Bogomoletz Institute of Physiology National Academy of Sciences of Ukraine

Private higher educational establishment «Kyiv Medical University»

National University of Physical Education and Sports of Ukraine

Association analysis of gene polymorphisms COL1A, MCT1, COL12A1 with sports hernia in football players

O.Y. Ioffe, A.V. Omelchenko, S.V. Goncharov, D.O. Stroy, S.B. Drozdovska, O.P. Stetsenko, M.S. Kryvopustov, Y.A. Dibrova, T.M. Galyga, A.V. Vasilyev, V.M. Perepadya,T.V. Tarasiuk, V.E. Dosenko

Kyiv

Sports hernias are diagnosed in over 80% of athletes presenting with chronic groin pain. The genotype distributions of the examined polymorphisms were studied in 95 football players, all males, using the Copenhagen Hip and Groin Outcome Score (HAGOS) questionnaire. DNA extracted from buccal epithelium. Statistical calculations were performed in the R statistical environment (r-project.org) and Odds ratios (OR) were used to estimate genotype associations. Multifactor dimensionality reduction was used to identify multiple sports hernia susceptibility loci.Two single nucleotide polymorphisms MCT1 rs1049434 and COL1A1 rs1800012 are associated with sports hernias (63% testing accuracy shown by random forest). According to the HAGOS questionnaire outcomes, exercise-related pain, reduced mobility, and range of motion in the groin and thigh are typically associated with sports hernia diagnosis (75% testing accuracy shown by random forest).The combination of genetic research and HAGOS questionnaire helped obtain a sensitivity of 93% for the detection of sports hernia. Active engagement in sport is the most important risk factor for sports hernia, so the identification genes SNP in footballers may contribute to taking timely preventive actions. This study is the first demonstration of an association between sports hernia and COL1A1 rs1800012 genotype. The study discovered a synergistic interaction between the indicated polymorphism and the gene polymorphism MCT1 rs1049434. Further investigations are required to study the association between COL12A1 rs240736 gene SNP and sports hernia.

Key words: single nucleotide polymorphism; genetics;sports hernia; football player; COL1A; MCT1; COL12A1.

О.Ю. Іоффе, А.В. Омельченко, С.В. Гончаров, Д.О. Строй, С.Б. Дроздовська, О.П. Стеценко, М.С.Кривопустов, Ю.А. Діброва, Т.М. Галига, А.В. Васильєв, В.М. Перепадя, Т.В. Тарасюк, В.Є. Досенко

Національний медичний університет ім. О.О. Богомольця, Київ;

Інститут фізіології ім. О.О. Богомольця НАН України, Київ; Приватний вищий навчальний заклад "Київський медичний університет";

Національний університет фізичного виховання і спорту

ВИЯВЛЕННЯ ПОЛІМОРФІЗМІВ ГЕНІВ COL1A1, MCT1, COL12A ПРИ СПОРТИВНІЙ ГРИЖІ У ФУТБОЛІСТІВ

Спортивна грижа діагностується у 80% спортсменів з хронічними болями в пахвинній ділянці. Нами вивчено зв'язок між виникненням спортивної грижі та поліморфізмами, які було досліджено з букального епітелію 95 футболістів чоловічої статі, а також проведено оцінку якості життя за опитувальником HAGOS. Статистичні розрахунки проводили у пакеті R (r-project.org), для аналізу генотипів оцінювали відношення шансів. Визначено два однонуклеотидні поліморфізми MCT1 rs1049434 та COL1A1 rs1800012, які пов'язані зі спортивною грижею (63% за методом random forest). Біль під час фізичних вправ та обмеження рухів у пахвинній ділянці та стегні мають найбільший вплив на якість життя футболіста відповідно до результатів опитування HAGOS (75% за методом random forest). При поєднанні генетичного дослідження та анкетування отримано до 93% за методом random forest для виявлення спортивної грижі. Активні заняття спортом є фактором ризику її виникнення, а виявлення поліморфізмів генів SNP MCT1 rs1049434, COL1A1 rs1800012, COL12A1 rs240736 може сприяти наданню спортсменам своєчасних профілактичних заходів. У дослідженні вперше визначено зв'язок між спортивною грижею та COL1A1 га!800012. Дослідження виявило синергічну взаємодію поліморфізмами генів COL1A1 rs1800012 та MCT1 rs1049434.

Ключові слова: однонуклеотидний поліморфізм; генетика; спортивна грижа; футболіст; COL1A; MCT1; COL12A1.

А.Ю. Иоффе, А.В. Омельченко, С.В. Гончаров, Д.О. Строй, С.Б. Дроздовская, А.П. Стеценко, Н.С. Кривопустов, Ю.А. Диброва, Т.Н. Галыга, В. Васильєв, В.Н. Перепадя, Т.В. Тарасюк, Е. Досенко

ВИЯВЛЕНИЕ ПОЛИМОРФИЗМОВ ГЕНОВ COL1A1, MCT1, COL12A1 ПРИ СПОРТИВНОЙ ГРЫЖИ У ФУТБОЛИСТОВ

Спортивная грыжа диагностируется у 80% спортсменов с хроническими болями в паховой области. Нами изучена связь между возникновением спортивной грыжи и полиморфизмами из букального эпителия 95 футболистов мужского пола, также проведена оценка качества жизни по анкетированию HAGOS. Статистические расчеты проводили в среде R (r-project.org), для анализа ассоциаций генотипов оценивали отношения шансов.Определены два однонуклеотидные полиморфизмы MCT1 rs1049434 и COL1A1 rs1800012, связанные со спортивной грыжей (63% по методу random forest). Боль во время физических упражнений и ограничение объема движений в паховой области и бедре имеют наибольшее влияние на качество жизни футболиста согласно результатам опроса HAGOS (75% по методу random forest). При сочетании генетического исследования и анкетирования получено до 93% по методу random forest для выявления спортивной грыжи. Активные занятия спортом являются весомым фактором риска ее возникновения, а выявление полиморфизмов генов MCT1 rs1049434, COL1A1 rs1800012, COL12A1 rs240736 может способствовать своевременным профилактическим мероприятиям. В исследовании впервые определено значение между спортивной грыжей и COL1A1 rs1800012. Также выявлено синергическое взаимодействие между полиморфизмов генов COL1A1 rs1800012 и MCT1 rs1049434.

Ключевые слова: однонуклеотидный полиморфизм; генетика; спортивная грыжа; футболист; COL1A; MCT1; COL12A1.

Introduction

The study of polymorphism of various genes has recently significantly improved the prediction and treatment of various diseases. However, the study of gene polymorphism, including the detection of genes associated with sports injuries, remains poorly understood, and the polymorphisms of genes associated with sports hernias have not been identified yet. Therefore, early diagnosis and appropriate treatment can be challenging in the management of sports hernia.

Sports hernia is not a common groin injury, accounting for just up to 4% of all injuries to the hip and groin in high-profile male football players. Almost 50% of sports hernias in highprofile male football players result in more than a 4-week cessation of training as well as participation in football matches, and the injury time is almost double that of the injuries to the adductors [1].

However, a considerable number of studies suggest the association between specific genetic polymorphisms and elite athletic performance [2-5]. The COL1A1 (G^-T) gene determines collagen formation in cartilage, bone, skin and connective tissue. Moreover, collagen is the main structural component of tendons and ligaments. In the current study, it has been found that genetic variants in the COL1A1 gene, which encodes various collagen types, are associated with reduced risk of sports-related injuries. The MCT1 gene influences the lactate transport capacity and the intensity of sports performance, particularly rs1049434 polymorphism that has been related to athletic performance [6-10], injuries and body composition in football players [11, 12]. The association of the COL12 gene with the risk of sports injury and the presence of sports hernia has not been described in the literature, so it is necessary to establish whether the polymorphism of the COL12 gene can be used to predict sports hernia in football players. Carriers of the minor MCT1T allele have lactate transport rates reduced by 60-65% [13] and higher blood lactate accumulation during high-intensity circuit weight training, compared with carriers of the MCT1A allele [14]. Based on the known relationship between blood lactate accumulation and the MCT1 T allele and the assumption that football players, who had greater lactate transport rates, demonstrated a higher capacity to maintain their performance at intense effort levels, it was hypothesized that the MCT1 A1470T polymorphism could be associated with sports hernia. Therefore, the purpose of the study is to determine MCT1 rs1049434, COL1A1 rs1800012, COL12A1 rs240736 SNPs association with a risk of sports hernias in football players.

Methods

Participants: The buccal epithelium collected from 95 football players, all males and highprofile football players between ages 17 and 33, who were examined on the basis of the Department of General Surgery No. 2 at O.O. Bo- gomoletz National Medical University. The athletes included 41 football players with pain in the groin at the time of inclusion (experimental group) and 54 healthy youth football players (control group). Additional research methods were also used: assessment of anamnesis data; the HAGOS questionnaire; general clinical examination, inguinal examination; instrumental methods - ultrasound and MRI of the groin (Fig. 1).

Fig. 1. MRI groin scan in a patient with sports hernia. The white arrow indicate increased MR signal intensity observed from the structures of the inguinal canal, yellow arrow indicates increased lymph nodes on the side of groin pain

The Copenhagen Hip and Groin Outcome Score (HAGOS) questionnaire was used in this study. The HAGOS is a measure of pain and function in athletes, and reference values have already been obtained in football players. It consists of six subscales that are scored separately: «Pain» (P) - 10 items; «Symptoms» (S) - 7 items; «Physical function in daily living» (A) - 5 items; «Physical function in sport and recreation» (SP) - 8 items; «Participation in physical activities» (SP) - 2 items and «hip and/or groin-related quality of life» (Q) - 5 items. Each question gets a score from 0 to 4, where 0 indicates no problem. Raw scores are then transformed to a 0-100 scale, with zero representing extreme hip and/or groin issues and 100 representing no hip and/or groin pain; scores between 0 and 100 represent the percentage of the total possible score achieved [15]. The duration of the study was 1 year.

DNA collection and isolation. Genotyping: The buccal epithelium was collected from all football players and treated with means of a set of reagents NeoPrep DNA (“NeoPrep DNA”, Ukraine). All DNA samples were genotyped using an allelic determination assay on a 7500 Fast Real-Time PCR System (“Applied Biosystems”, “Foster City”, USA) with TaqMan probes. For the discrimination of theMCT1 rs1049434, CO- L1A1 rs1800012, COL12A1 rs240736 TaqMan® Pre-designed SNP Genotyping Assays were used 7500 Fast Real-Time PCR System (“Applied Biosystems”, USA; assay ID: C_2017662_30, C_7477170_30,C_3278190_10). According to the literature data, we found a significant role of these genes COL1A1, MTC1and COL12A1 in the occurrence of sports hernia (Table).

Genetic variants associated with groin disruption injury [24]

Gene

Biological function

Genotype

RS Number refSNP Cluster ID Numbers

MTC1

Lactic acid clearance Muscle fatigue

А^Т

rs 1049434

COL1A1

Collagen formation in cartilage, bone, skin, connective tissue

G^T

rs 1800012

COL12A1

Maintain extracellular matrix integrity in load-bearing connective tissues of the locomotory system

A^G

rs 240736

The study of the findings was performed using the Random Forest as given in the R library (r-project.org) and Odds ratios (OR) were used to estimate genotype associations. Random forest can accommodate thousands of independent variables and have been demonstrated to be among the most accurate statistical learning methods and are capable of generating metrics of the feature's importance. Multifactor dimensionality reduction (MDR) (https:// ritchielab.org/research/research-areas/genetic- architecture-of-complex-traits/methods/mdr) [16] was used to identify multiple sports hernia susceptibility loci.The multinomial logistic regression analysis was conducted to assess the association between a genotype and the risk of sports hernia. In each case, the analysis was carried out by comparing the MCT1 rs1049434, COL1A1 rs1800012, COL12A1 rs240736 SNPs with the HAGOS questionnaire results. Finally, the results were analyzed and recommendations were developed for athletes with a set of polymorphisms associated with the risk of sports hernia.All results were considered statistically significant at P < 0.05.

Ethics: The design of the study was approved by the commission on bioethical examination and ethics of scientific research at O.O. Bo- gomoletz Institute of Physiology, NAS of Ukraine (Protocol No.3/20 as of April 25, 2020). The research did not contain an increased risk for the subjects of the study. It was performed taking into account the existing bioethical norms and scientific standards for conducting clinical trials involving patients and in accordance with the ethical standards of the Helsinki Declaration.

Results and discussion

According to the results of the HAGOS questionnaire we found that the symptoms of groin pain in football players affect their participation in physical activities, SP = 63.3% in the experimental group compared to controls SP = 96.18% (P < 0.05).Also in the experimental group, the football players with sports hernia showed a decrease in daily physical activity (A) by 18.91% compared to the football players in the control group, A = 78.78% and A = 97.69%, respectively(P < 0.05) and groin pain (P) was revealed 6.16 times more often in the experimental group than in the control group, P = 7.29 and P = 1.13 respectively (P < 0.05).Additionally, the presence of sports hernia significantly worsens the performance of football players during physical activity (PA): PA = 2.71 (65.25%) in the experimental group and PA = 0.44 (94.44%) (P < 0.05) and affects their quality of life (Q):Q = 8.34 (57.07%) in the experimental group and Q = 0.96 (95.19%) in the control group respectively (P < 0.05). Thus, according to the HAGOS questionnaire outcomes, the index of reduced mobility and range of motion,as well as exercise-related pain in the groin and thigh, should be typically associated with sports hernia diagnosis. The sensitivity of the model is 75% (Fig. 2).

Fig. 2.Selection of predictors by the relevance of their impact. The predictors to the right of the vertical line have the greatest impact on the risk of sports hernia. SP - physical function in sport and recreation, Q - hip and/or groin-related quality of life, Р - pain, S - symptoms, and less significant indicators are: PA - participation in physical activities, A - function on a daily basis

In the study, the three SNPs, related to the risk of sports hernias in football players, were analyzed, and it was found that male participants with the genotype G/G (n = 30) and T/G (n = 11) within COL1A1 rs1800012 complained of groin pain more frequently compared participants with the genotype T/T. For COL1A1 rs1800012, there was an association between males with the TT: n = 9 in the control group and n = 0 in the experimental group genotype sodecreased risks of sports hernias compared to those male football players with the G/G(OR = 1.0;95% CI - 1.0-1.0): n = 35 in the control group and n = 30 in the experimental group genotype and T/G(OR = 1.28; 95%CI -0.48-3.49): n = 10 in the control group and n = 11 in the experimental group genotype (P < 0. 05) (Fig. 3).

Fig. 3. The distributions of genotypes of COL1A1 rs1800012 in a group with sports hernia and control group

The second SNP rs 1049434 within T/T genotype of the MTC1 gene was found to be associated with the less risk of sports hernia (OR = 0.14; 95% CI - 0.01-1.03), T/T (n = 2) in football players with groin pain compared to the healthy players T/T (n = 11) genotype (P > 0.05). No significant association was found between genotypes A/A (n = 3) and A/A (n = 4) genotypes (OR = 1.0; 95% CI - 1.0-1.0) and A/T (n = 40) and A/T (n = 35) (OR = 0.66; 95% CI - 0.12-3.17) in males in the control group and in the experimental group (Fig. 4a).

There was no association established between sports hernia and the rs 240736 SNP of the COL12A1 gene due to the relatively small population of male football players in both groups (P > 0.05). Moreover, the G/G genotype was found in 6 males in the control group and in 3 males with sports hernias in the experimental group (OR = 0.78;95% CI (0.153.3). The COL12A1 rs240736 A/A genotype was observed in 20 football players with sports hernia compared to 31 healthy football players without any complaints of exercise-related groin pain (OR = 1.0;95% CI (1.0-1.0).

It was found that the polymorphism of the gene COL1A1 rs1800012 (G ^ T) was the most significant predictor among the identified polymorphisms, and the minor homozygote could be associated with a decreased risk of the disease (P < 0.05). It was established that the MCT1 gene polymorphism rs1049434 (A ^ T) was the second significant predictor, which was also included in the mathematical model (P > 0.05). The TT genotype of this variant was shown to be associated with a reduced risk of sports hernia, so it was found more in the control group than in the experimental group (P < 0.05). An algorithm for a complex analysis of the genetic data helped establish a synergistic relationship between these three polymorphisms (Fig. 4).

Fig. 4. SNPs interaction graph-model. The interaction model describes the percent of entropy that is explained by each factor. The correlation is depicted as a dark blue line and as light green lines between SNPs accompanied by a negative percent of entropy

The comparative analysis of the findings obtained in the experimental and control groups revealed an increased frequency of the COL1A1 G/G genotype in sports hernia patients (P < 0.05). Specifically, the T/T genotype of COL1A1 rs180012 and MTC1 rs1049434 was associated with a lower risk of sports hernia. According to the HAGOS questionnaire outcomes, reduced mobility and range of motion, as well as exercise-related pain in the groin and thigh, should be typically associated with sports hernia diagnosis (75% testing accuracy shown by random forest). These symptoms result in decreased quality of life as well as influence professional performance. The combination of genetic research and HAGOS questionnaire helped obtain a sensitivity of 93% by random forest for the detection of sports hernia. The major risk factors of its development include physical activity and identification of all three gene polymorphisms MCT1 rs1049434, CO- L1A1 rs1800012, COL12A1 rs240736 (Fig. 5).

Fig. 5. A variable importance graph of 3 SNPs indicates that 3 SNPs COL1A1 rs1800012 (G^T), MCT1 rs1049434 (А^Т),COL12A1 rs240736 (A^G) achieved importance score by crossing the vertical dashed line for sports hernia. Q - hip and/or groin-related quality of life; SP - physical function in sport and recreation; Р - pain; S - symptoms;A-function on a daily basis; PA - participation in physical activities

Our findings provide insight into the etiology of sports hernia development and highlight genetic pathways for studies of sports hernia occurrence and its treatment [17, 18]. Connective tissues within the inguinal canal are made up of collagen, elastic fibers, and components of the extracellular matrix. Fibers of collagen type I are a major constituent of bundles in tendons and ligaments. Collins et al. [19, 20] suggested that the COL1A1 TT polymorphism could be associated with a reduced rate of anterior cruciate ligament rupture, shoulder dislocation, and Achilles tendinopathy. Khoschnau et al. [21] evaluated the protective role of the COL1A1 TT polymorphism in ligament, tendon and other soft tissue injuries.Other suggested that genetic deficiencies of these components may lead to a tendinopathies [23].A major factor for muscle fatigue after intense power exercise is the rates of lactic acid removal. A variant in the MCT1 gene affects the lactate transport capacity, and thus the intensity of sports performance. Cupeiro R. et al. [22] investigated that carriers for MCT1 A1470T polymorphism showed higher lactate accumulations than non-carriers during high intensity CWT.

The most important finding of this study is that there are significant associations existing between sports hernia and genetic polymorphisms MCT1 rs1049434, COL1A1 rs1800012, COL12A1 rs240736. For the first time, future research should be aimed at the application of sports genetics and the development of genetic performance tests for determining genetic suitability for specific team positions and roles as well as for gaining insights into the athlete development in various sports or physical activities. polymorphism football player

Conclusions

The association between gene polymorphisms and the risk of developing sports hernias in football players was established for the first time. It was found that the polymorphism of the gene COL1A1 rs1800012 (G ^ T) was one the most significant predictor for the sports hernia (P < 0.05).The study discovered a synergistic interaction between the indicated polymorphism and the gene polymorphism MCT1rs1049434 (A^T), which was included in the mathematical model and rated as the second most important predictor (P > 0.05).

Further investigations are required to study the association between COL12A1 gene SNPs and sports hernia. The practical significance of the obtained findings is that a personalized approach to the treatment of football players with sports hernia will be developed and implemented, taking into account the clinical and genetic prognosis of the response to the treatment. The individuals found to be at risk for sports hernias are advised to modify their sports activities to reduce the risk. Thus, physical activity and sports performance phenotype can be optimized.

References

1. Werner J, Hдgglund M, Walden M, Ekstrand J. UEFA injury study: a prospective study of hip and groin injuries in professional football over seven consecutive seasons. Br J Sports Med. 2009;43(13):1036-40.

2. Ahmetov I, Fedotovskaya O. Current progress in sports genomics. Adv Clin Chem.2015;(70):247-314.

3. Ahmetov I, Egorova E, Gabdrakhmanova L, Fedotovskaya O. Genes and athletic performance: an update. Med Sport Sci. 2016;(61):41-54.

4. Wolfarth B, Rankinen T, Mьhlbauer S, Scherr J, Boulay MR, Perusse L, et al.Association between a beta2-adrenergic receptor polymorphism and elite endurance performance. Metabolism. 2007;(56):1649-51.

5. Mattsson C, Wheeler M, Waggott D, Caleshu C, Ashley E. Sports genetics moving forward: lessons learned from medical research. Physiol Genomics.2016;(48):175-82.

6. Dubouchaud H, Butterfield G, Wolfel E, et al. Endurance training, expression, and 299 physiology of LDH, MCT1, and MCT4 in human skeletal muscle. Am J Physiol Endocrinol Metab.2000; 278(4):571-79.

7. Juffer P, Furrer R, Gonza'lez-Freire M, Santiago C, Verde Z, Serratosa L, Morate J, Rubio C, Martin M, Ruiz J, Arenas J, Go'mez-Gallego F,and Lucia A. Genotype distributions in top-level soccer players: A role for ACE? Int J Sports Med. 2009;(30):387-92.

8. Cupeiro R, Benito P, Maffulli N, et al. MCT1 genetic poly morphism influence in high 317 intensity circuit training: a pilot study. J Sci Med Sport. 2010;13(5):526-30.

9. Massidda M, Corrias L, Bachis V, Culigioni C, Piras F, Scorcu M, and Calo C. Genetic polymorphisms and muscle injuries among Italian soccer players. Ann Sports Med Res. 2014;(1):1004.

10. Slaughter M, Lohman T, Boileau R, Horswill C, Stillman R, Van Loan M, and Bemben D. Skinfold equations for estimation of body fatness in children and youth. Hum Biol. 1998;(5):709-23.

11. Massidda M, Scorcu M and Calo C. New genetic model for predicting phenotype traits in sports. Int J Sports Physiol Perform. 2014;(9):554-60.

12. Massidda M, Eynon N, Bachis V, Corrias L, Culigioni C, Cugia P, Scorcu M and Calo C. Association between MCT1 A1470T polymorphism and fat-free mass in well-trained young soccer players. J Strength Cond Res. 2016;30(4):1171-76.

13. Merezhinskaya N, Fishbein N, Davis J and Foellmer J. Mutations in MCT1 cDNA in patients with symptomatic deficiency in lactate transport. Muscle Nerve. 2000;(23):90-7.

14. Sawczuk M, Banting L, Ci^szczyk P, Maciejewska-Karlowska A, Zar^bska A, Leonska-Duniec A, Eynon N. MCT1 A1470T: A novel polymorphism for sprint performance? J Sci Med Sport. 2015;18(1):114-18.

15. Thorborg K, Hцlmich P, Christensen R, et al. The Copenhagen Hip and Groin Outcome Score (HAGOS): development and validation according to the COSMIN checklist.Br J Sports Med. 2011;(45):478-91.

16. Goncharov SV, Gurianova VL, Stroy DO, Drevytska TI, Kaplinskii SP, Nastenko EA, Litvinenko M, Terletskiy RV, Khaitovych MV, Moibenko OO, Dosenko VE. Genetic predisposition to essential hypertension in children: analysis of 17 single nucleotide polymorphisms. Fiziol Zh. 2013;59(6):12-24.

17. Altmuller J, Palmer L, Fisher G, Scherb H, Wjst M. Genomewide scans of complex human diseases: true linkage is hard to find Am J Hum Genet.2001;(69):936-50.

18. Jorgenson E, Makki N, Shen L, et al. A genome-wide association study identifies four novel susceptibility loci underlying inguinal hernia. Nature Commun. 2015;(6),10130.

19. Collins M, Posthumus M, Schwellnus M. The COL1A1 gene and acute soft tissue ruptures. Br J Sports Med. 2010;44(14):1063-64.

20. Posthumus M, September A, Keegan M, et al. Genetic risk factors for anterior cruciate ligament ruptures: COL1A1 gene variant. Br J Sports Med. 2009;43(5):352-56.

21. Khoschnau S, Melhus H, Jacobson A, et al. Type I collagen alpha I sp1 polymorphism and the risk of cruciate ligament ruptures or shoulder dislocations. Am J Sports Med.2008;36(12):2432-36.

22. Cupeiro R, Benito P, Maffulli N, et al. MCT1 genetic polymorphism influence in high 317 intensity circuit training: a pilot study. J Sci Med Sport. 2010;13(5):526-30.

23. Collins M, Posthumus M, Schwellnus M. The COL1A1 gene and acute soft tissue rupture. Br J Sports Med 2010;44(14):1063-4.

24. Kambouris M, Ntalouka F, Ziogas G, Maffullini N. Predictive genomics DNA profiling for athletic performance. Recent Patents on DNA & Gene Sequences 2012;6(3):229-39.

Размещено на Allbest.ru

...

Подобные документы

  • History of sports betting. The "cash out" option in sports betting. The main determinants of the betting process. To test the hypothesis that the risk-aversion as the factor that makes individuals accept the amount to "cash out" proposed by a bookmaker.

    дипломная работа [651,3 K], добавлен 04.11.2015

  • Sport in my life. Sports in Russia. Sports in Great Britain. The Olympic Games. Sports and Healthy Way of Life. Sport is not only for champions. All over the world people of different ages are very fond of sports and games.

    реферат [11,4 K], добавлен 06.06.2004

  • Historical background, names of national sports, borrowed games. Problems and prospects of American sport. Professional sport. The business of sport. Olympic Games and the names of American heroes. Leisure sports. Sports at colleges. Unusual sports.

    курсовая работа [65,2 K], добавлен 05.08.2008

  • The Olympic Games have a very long history. It is old tradition in the world of sports. The Olympic Games take place every four years. The Olympic Games Committee decides the place of the Olympic Games and the sports that the athletes will compete in.

    реферат [18,6 K], добавлен 04.07.2013

  • Basejumping - extreme sport, which uses a special parachute to jump from fixed objects: building, antenna, span. Hamboards kind of extreme sport, which is a symbiosis of surfing with skateboarding. Features of such sports as free ride, zorbing, encierro.

    презентация [722,3 K], добавлен 09.11.2013

  • Paintballing is one of the most popular outdoor participation sports around. Dress of paintball, the paintball guns used by Paintballgame. Rules in Paintball, team death match, two flags game. The basic cooperation is necessary in this game type.

    реферат [12,7 K], добавлен 26.12.2009

  • Consideration of geographical location, topography, climatic conditions in Argentina. Introduction to the country's main tourist attractions - museums in Buenos Aires, Iguazu Falls. Walking through the city of Mendoza and hiking in the Andes mountains.

    презентация [8,7 M], добавлен 02.12.2011

  • Culture Shock is a "normal" reaction when we are confronted with unfamiliar surroundings and environment. The symptoms of this phenomenon, its manifestations and consequences. Basic tips about how to cope with culture shock to reduce its impact.

    презентация [651,2 K], добавлен 22.04.2015

  • Historical development in travel and tourism industry, its structure. The impact of national economic policy in Scotland for success in this area. The function of government, state bodies in the industry. Factors affecting tourism demand in the country.

    реферат [13,2 K], добавлен 11.11.2015

  • The history of football. Specific features of English football lexis and its influence on Russian: the peculiarities of Russian loan-words. The origin of the Russian football positions’ names. The formation of the English football clubs’ nicknames.

    курсовая работа [31,8 K], добавлен 18.12.2011

  • The value of sports in the American life. Сharacteristic of football, basketball, boxing. Acquaintance with the americans, who extol the country of their achievements in sports: Muhammad Ali, Bob Beamon, Mike Tys, Arnold Schwarzenegger and many other.

    реферат [16,3 K], добавлен 25.12.2011

  • The most popular sports in Russia are: football, basketball, tennis, hockey, volleyball, skating, skiing. Sports to watch, to do. Typical school sports. Sports meets which are spent in the winter and in the summer. Displays of competitions on the TV.

    презентация [319,5 K], добавлен 21.11.2010

  • Sports in Britain: athletics, football, rugby, cricket, tennis, golf, polo, hunting, riding, hockey, bowls, motorsport, billiards, snooker, mountaineering, swimming, greyhound and horse racing. Walking and fishing as the most popular sports for people.

    курсовая работа [21,1 K], добавлен 18.07.2009

  • Description of the major sporting preferences in the United Kingdom, USA and Australia. Comparative characteristics of British, American and Australian football. Golf as a Scottish national game. The list of sporting events and competitions in Australia.

    контрольная работа [21,2 K], добавлен 08.11.2010

  • Разработка компьютерных игр как зрелищная и наиболее сложная отрасль программирования. Рассмотрение основных особенностей конструирования классов CGame и Players, а также алгоритмов вычисления траектории полета снаряда. Анализ алгоритма PassivePlayer.

    курсовая работа [5,1 M], добавлен 22.02.2013

  • The process of scientific investigation. Contrastive Analysis. Statistical Methods of Analysis. Immediate Constituents Analysis. Distributional Analysis and Co-occurrence. Transformational Analysis. Method of Semantic Differential. Contextual Analysis.

    реферат [26,5 K], добавлен 31.07.2008

  • Family and the childhood of A. Ahmatova, her first steps in the poetry and the association of the poets-akmeist, marriage by N. Gumilev. The world of poetry Ahmatovoi - the world tragical, feeling of the native land, a pain about the native land.

    реферат [15,6 K], добавлен 28.03.2009

  • Test of strength and endurance. The Kazakh national game "Kokpar". Test of strength, agility, accuracy, ability to stay in the saddle. Audaryspak-known form of the Kazakh people's struggle - the forms of struggle riders on horseback. Players in pairs.

    презентация [842,1 K], добавлен 11.03.2014

  • Program game "Tic-tac-toe" with multiplayer system on visual basic. Text of source code for program functions. View of main interface. There are functions for entering a Players name and Game Name, keep local copy of player, graiting message in chat.

    лабораторная работа [592,2 K], добавлен 05.07.2009

  • Methods of making Herbal Oils. Pain Herbs For Natural Relief. Salicin, Olive, Almond Oil, Lavender oil, Castor Oil, Jojoba oil, Safflower oil, Grapeseed oil, Hemp seed oil. Healing herbal oils. Herbal teas, tinctures, extracts and topical pain relievers.

    презентация [800,0 K], добавлен 06.03.2013

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу.