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Open access

Predicting Injuries in Elite Female Football Players With Global-Positioning-System and Multiomics Data

Juan R. González, Alejandro Cáceres, Eva Ferrer, Laura Balagué-Dobón, Xavier Escribà-Montagut, David Sarrat-González, Guillermo Quintás, and Gil Rodas

Purpose: Injury prevention is a crucial aspect of sports, particularly in high-performance settings such as elite female football. This study aimed to develop an injury prediction model that incorporates clinical, Global-Positioning-System (GPS), and multiomics (genomics and metabolomics) data to better understand the factors associated with injury in elite female football players. Methods: We designed a prospective cohort study over 2 seasons (2019–20 and 2021–22) of noncontact injuries in 24 elite female players in the Spanish Premiership competition. We used GPS data to determine external workload, genomic data to capture genetic susceptibility, and metabolomic data to measure internal workload. Results: Forty noncontact injuries were recorded, the most frequent of which were muscle (63%) and ligament (20%) injuries. The baseline risk model included fat mass and the random effect of the player. Six genetic polymorphisms located at the DCN, ADAMTS5, ESRRB, VEGFA, and MMP1 genes were associated with injuries after adjusting for player load (P < .05). The genetic score created with these 6 variants determined groups of players with different profile risks (P = 3.1 × 10−4). Three metabolites (alanine, serotonin, and 5-hydroxy-tryptophan) correlated with injuries. The model comprising baseline variables, genetic score, and player load showed the best prediction capacity (C-index: .74). Conclusions: Our model could allow efficient, personalized interventions based on an athlete’s vulnerability. However, we emphasize the necessity for further research in female athletes with an emphasis on validation studies involving other teams and individuals. By expanding the scope of our research and incorporating diverse populations, we can bolster the generalizability and robustness of our proposed model.

Open access

Athletes’ Perspectives of the Classification System in Para Alpine Skiing for Those With Visual Impairment

Sara M. Douglas, Paul J. Kitchin, Andrew J. Jackson, Brendan T. Barrett, and Julie-Anne Little

This study explored the classification experiences and views of Para Alpine skiers with visual impairment. Data from 11  interviews were analyzed using reflexive thematic analysis to generate three themes: Suitability—The skiers questioned the suitability of the visual measurements, testing environment, and the information they received regarding classification; Exclusivity—Skiers felt certain aspects of the system remain exclusive due to the restrictions of sport classes and lack of the athlete voice; and (Dis)trust—Skiers felt distrust in those implementing the system and in other athletes due to intentional misrepresentation. Speculation surrounding this resulted in the skiers’ feeling doubt in their own classification. While there is not a “one size fits all” approach to classification, understanding skiers’ experiences can be a vital first step and will help to guide future research into the evolution of this sport’s classification.

Free access

Erratum. A Qualitative Examination of Online Practices During the COVID-19 Pandemic and Observational Preferences Within Physical Education

Journal of Teaching in Physical Education

Free access

Quantifying Hitting Load in Racket Sports: A Scoping Review of Key Technologies

Quim Brich, Martí Casals, Miguel Crespo, Machar Reid, and Ernest Baiget

Purpose: This scoping review aims to identify the primary racket and arm-mounted technologies based on inertial measurement units that enable the quantification of hitting load in racket sports. Methods: A comprehensive search of several databases (PubMed, SPORTDiscus, Web of Science, and IEEE Xplore) and Google search engines was conducted following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) extension for scoping reviews guidelines. Included records primarily focused on monitoring hitting load in racket sports using commercialized racket or arm-mounted inertial sensors through noncompetitive and competitive racket-sports players. Results: A total of 484 records were identified, and 19 finally met the inclusion criteria. The largest number of systems found were compatible with tennis (n = 11), followed by badminton (n = 4), table tennis (n = 2), padel (n = 1), and squash (n = 1). Four sensor locations were identified: grip-attached (n = 8), grip-embedded (n = 6), wrist (n = 3), and dampener sensors (n = 2). Among the tennis sensors, only 4 out of the 11 (36.4%) demonstrated excellent reliability (>.85) in monitoring the number of shots hit either during analytic drills or during simulated matches. None of the other racket-sports sensors have undergone successful, reliable validation for hitting-volume quantification. Conclusions: Despite recent advancements in this field, the quantification of hitting volume in racket sports remains a challenge, with only a limited number of tennis devices demonstrating reliable results. Thus, further progress in technology and research is essential to develop comprehensive solutions that adequately address these specific requirements.

Free access

The Limitations of Systematic Reviews With Meta-Analyses in Sport Science

Daniel Boullosa, David Behm, Sebastián Del Rosso, Moritz Schumann, Kenji Doma, and Carl Foster

Free access

Brazilian Women in Paralympic Sports: Uncovering Historical Milestones in the Summer Paralympic Games

Luiz Gustavo T. Fabricio dos Santos, Isabella dos Santos Alves, Náthali Fernanda Feliciano, Africa Alejandra Ortuño Torres, Luis Felipe Castelli Correia de Campos, and Maria Luiza Tanure Alves

The journey of Brazilian female Paralympians transcends mere statistical increases in women’s participation. Behind the modest athlete growth lies the reality of women who are doubly marginalized by the intersection of gender and disability in an arena tailored for able-bodied men. Our study aimed to catalyze critical discourses surrounding the historical trajectory of Paralympic women’s sports. Through a comprehensive documentary analysis based on the Brazilian Paralympic Committee’s official documents from 1976 to 2021, we sought to shed light on this complex scenario. Numerically, Brazil’s representation comprised 229 women who, predominantly, had physical impairments and engaged in individual sports. In addition to a sporting legacy deeply entrenched in physical rehabilitation with limited opportunities for team-based sports, we observed negative influences stemming from ableist and sexist narratives. A thorough investigation into Paralympic milestones revealed a multitude of social barriers and highlighted the significant impact of societal changes in reshaping athletic opportunities and challenging traditional stereotypes.

Open access

Coingestion of Collagen With Whey Protein Prevents Postexercise Decline in Plasma Glycine Availability in Recreationally Active Men

Thorben Aussieker, Tom A.H. Janssen, Wesley J.H. Hermans, Andrew M. Holwerda, Joan M. Senden, Janneau M.X. van Kranenburg, Joy P.B. Goessens, Tim Snijders, and Luc J.C. van Loon

Whey protein ingestion during recovery from exercise increases myofibrillar but not muscle connective protein synthesis rates. It has been speculated that whey protein does not provide sufficient glycine to maximize postexercise muscle connective protein synthesis rates. In the present study, we assessed the impact of coingesting different amounts of collagen with whey protein as a nutritional strategy to increase plasma glycine availability during recovery from exercise. In a randomized, double-blind, crossover design, 14 recreationally active men (age: 26 ± 5 years; body mass index: 23.8 ± 2.1 kg·m−2) ingested in total 30 g protein, provided as whey protein with 0 g (WHEY), 5 g (WC05); 10 g (WC10), and 15 g (WC15) of collagen protein immediately after a single bout of resistance exercise. Blood samples were collected frequently over 6 hr of postexercise recovery to assess postprandial plasma amino acid kinetics and availability. Protein ingestion strongly increased plasma amino acid concentrations (p < .001) with no differences in plasma total amino acid availability between treatments (p > .05). The postprandial rise in plasma leucine and essential amino acid availability was greater in WHEY compared with the WC10 and WC15 treatments (p < .05). Plasma glycine and nonessential amino acid concentrations declined following whey protein ingestion but increased following collagen coingestion (p < .05). Postprandial plasma glycine availability averaged −8.9 ± 5.8, 9.2 ± 3.7, 23.1 ± 6.5, and 39.8 ± 11.0 mmol·360 min/L in WHEY, WC05, WC10, and WC15, respectively (incremental area under curve values, p < .05). Coingestion of a small amount of collagen (5 g) with whey protein (25 g) is sufficient to prevent the decline in plasma glycine availability during recovery from lower body resistance-type exercise in recreationally active men.

Free access

Sport Science, Geopolitics, and How Each of Us Can Make a Difference

Jos J. de Koning, Carl Foster, David B. Pyne, Ralph Beneke, and Øyvind Sandbakk

Free access

Erratum. Position Paper: Rationale for a Focused Attention on Mental Health of High-Performance Sports Coaches

International Sport Coaching Journal

Free access

Erratum. Absence of Monotony and Strain Effects on Referees’ Physical Performance During International Basketball Federation World Cup Basketball Competition

International Journal of Sports Physiology and Performance