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Search Results (252)

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Keywords = sport/athletic technique

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21 pages, 663 KB  
Review
Injuries in Artistic Gymnastics: Etiology, Prevention Strategies, and Multifactorial Perspectives—A Systematic Review
by Raid Mekić, Vladan Milić, Oliver Radenković, Ilma Čaprić, Saša Veličković, Rifat Mujanović, Emir Biševac, Elvis Mahmutović, Zerina Salihagić, Aldina Ajdinović, Izet Kahrović, Benin Murić, Jovan Cvejić, Zoran Mojsilović and Igor Stanojević
Int. J. Mol. Sci. 2025, 26(22), 10929; https://doi.org/10.3390/ijms262210929 - 11 Nov 2025
Viewed by 329
Abstract
Artistic gymnastics is one of the most physically demanding sports, characterized by a high incidence of both acute and chronic injuries. Although previous research has primarily focused on biomechanical and training-related factors, the multifactorial etiology of injuries—including molecular and genetic aspects—remains insufficiently explored. [...] Read more.
Artistic gymnastics is one of the most physically demanding sports, characterized by a high incidence of both acute and chronic injuries. Although previous research has primarily focused on biomechanical and training-related factors, the multifactorial etiology of injuries—including molecular and genetic aspects—remains insufficiently explored. This systematic review aimed to synthesize current evidence on the causes, mechanisms, and prevention of injuries in artistic gymnastics, with particular emphasis on biomechanical, molecular, and genetic determinants of injury risk and athletic performance. The review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines and was registered in the PROSPERO database (Registration No: CRD420251167521). Electronic databases (PubMed, KoBSON, and Google Scholar) were searched for studies published between 2015 and 2025 using the keywords “gymnastics injuries,” “overuse injuries,” “injury prevention,” “biomechanics,” “IL-6,” “TNF-α,” and “miRNA biomarkers.” Nineteen studies met the inclusion criteria and were analyzed based on injury incidence, localization, mechanisms, and molecular and genetic associations. The majority of injuries were localized in the joints of both upper and lower extremities, particularly during puberty and at higher competitive levels. Repetitive loading, improper technique, and insufficient recovery were identified as the main etiological factors. Molecular biomarkers such as IL-6, TNF-α, and miRNAs (miR-155, miR-146a) were found to play key roles in inflammatory responses, while genetic polymorphisms including ACTN3 R577X, ESR1 rs2234693, and CYP19A1 rs936306 were associated with flexibility, explosive strength, and susceptibility to injury. Injury prevention in artistic gymnastics requires a personalized and multidisciplinary approach that integrates biomechanical, clinical, molecular, and genetic data. Incorporating molecular and genetic profiling into training and rehabilitation programs may enhance early detection of overuse conditions and optimize both health and performance outcomes in gymnasts. Full article
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21 pages, 2399 KB  
Review
EEG-Based Neurofeedback in Athletes and Non-Athletes: A Scoping Review of Outcomes and Methodologies
by Rui Manuel Guerreiro Zacarias, Darshika Thejani Bulathwatta, Ilona Bidzan-Bluma, Saúl Neves de Jesus and João Mendonça Correia
Bioengineering 2025, 12(11), 1202; https://doi.org/10.3390/bioengineering12111202 - 3 Nov 2025
Viewed by 730
Abstract
Background: Electroencephalography (EEG) is a non-invasive technique that records millisecond-scale cortical electrical activity using scalp electrodes. In EEG-based neurofeedback (NFB), these signals are processed to provide real-time feedback that supports self-regulation of targeted brain rhythms; evidence suggests improvements in cognitive and neurophysiological [...] Read more.
Background: Electroencephalography (EEG) is a non-invasive technique that records millisecond-scale cortical electrical activity using scalp electrodes. In EEG-based neurofeedback (NFB), these signals are processed to provide real-time feedback that supports self-regulation of targeted brain rhythms; evidence suggests improvements in cognitive and neurophysiological performance in athletes and non-athletes. However, methodological inconsistencies—such as limited blinding, poor sham control, and outdated approaches to EEG spectral analysis—restrict reproducibility and hinder cumulative progress in the field. Methods: This scoping review aimed to identify and analyze the methodological characteristics, outcome measures, and reproducibility gaps in EEG-based NFB studies involving athletes and non-athletes. Following PRISMA-ScR guidelines, we systematically searched academic databases (PubMed, Embase, Scopus, Web of Science, PsycINFO, and Cochrane Library), as well as gray literature sources (ProQuest Dissertations, LILACS, Tripdatabase, and Google Scholar). Of 48 included studies, 44 were published in international peer-reviewed journals and 4 in regional journals. Data were extracted on study design, participant population, NFB protocols, targeted EEG rhythms, cognitive and neurophysiological outcomes, and methodological rigor. Results: The review revealed substantial heterogeneity in targeted rhythms, protocols, and reporting standards. None of the studies employed modern spectral parameterization methods (e.g., FOOOF), while only 29% used active sham protocols and 6% employed inert sham conditions. Reporting blinding procedures and follow-up assessments was limited or absent in most studies. Discussion: This review highlights critical methodological shortcomings that may bias interpretations of NFB effects in sport and cognitive domains. To strengthen future research, studies should rigorously implement sham and blinding procedures, ensure transparent reporting of EEG metrics, and adopt open-science practices, including modern approaches to spectral parameterization. Full article
(This article belongs to the Section Biosignal Processing)
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17 pages, 507 KB  
Systematic Review
Return to Sport After Acromioclavicular Injury: A Systematic Review of Modifiable Factors
by William Chad Elliott, Benjamin Olivo, Alexander Abraham, Evan J. Hernandez and Tammam Hanna
J. Clin. Med. 2025, 14(21), 7656; https://doi.org/10.3390/jcm14217656 - 28 Oct 2025
Viewed by 629
Abstract
Background: Acromioclavicular joint (ACJ) injuries are common in athletes, particularly in contact and collision sports, and frequently cause time lost from play. Although functional outcomes are well described, return to sport (RTS) is inconsistently reported, and the influence of treatment modality, surgical technique, [...] Read more.
Background: Acromioclavicular joint (ACJ) injuries are common in athletes, particularly in contact and collision sports, and frequently cause time lost from play. Although functional outcomes are well described, return to sport (RTS) is inconsistently reported, and the influence of treatment modality, surgical technique, and rehabilitation strategy on RTS outcomes remains uncertain. Methods: A systematic review was conducted following PRISMA guidelines registered in PROSPERO (ID 1155609). PubMed, Embase, Scopus, Web of Science, and Cochrane were searched for studies from 2015–2025 reporting at least one RTS metric (time, rate, or return to pre-injury level) after ACJ injury. Data on injury classification, surgical technique, rehabilitation protocols, and RTS outcomes were extracted. Results: Twenty-five studies (1077 patients) were included. The pooled RTS rate was 90.8% (95% CI, 88.6–93.0), with 87.7% (95% CI, 84.5–90.9) returning to their pre-injury level. The overall mean RTS time was 125.0 ± 63.05 days (4.5 months). Non-operative treatment was associated with faster RTS (52 days [95% CI, 47–58]) compared with operative management (127 days [95% CI, 114–140]). Among surgical techniques, allograft reconstruction demonstrated slightly higher rates of RTS at pre-injury level (84.2%) versus non-allograft approaches (78.9%). Rehabilitation timing was also influential: protocols initiating strengthening within 6 weeks were associated with faster RTS (93 vs. 132 days) and higher pre-injury RTS rates (86.8% vs. 72.7%). Conclusions: Most athletes return to sport after ACJ injury, with high RTS rates across treatment approaches. Earlier surgery, allograft reconstruction, and early strengthening show associative trends toward faster and more complete RTS, though these findings should be interpreted cautiously due to heterogeneity and confounding with existing data. Standardized RTS definitions, consistent rehabilitation reporting, and prospective comparative studies are needed to clarify which modifiable factors most influence recovery and return to play. Full article
(This article belongs to the Special Issue Clinical Aspects of Return to Sport After Injuries)
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22 pages, 1021 KB  
Systematic Review
Beyond Mechanical Load: Metabolic Factors and Advanced Rehabilitation in Sports Tendinopathy: A Comprehensive Systematic Review
by Szymon Kuliś, Wiktor Kłobuchowski, Maciej Skorulski, Kajetan Ornowski, Artur Gołaś, Adam Maszczyk and Przemysław Pietraszewski
J. Clin. Med. 2025, 14(21), 7480; https://doi.org/10.3390/jcm14217480 - 22 Oct 2025
Viewed by 1150
Abstract
Background/Objectives: Sports tendinopathy management has traditionally focused on mechanical loading protocols, yet emerging evidence suggests metabolic factors significantly influence clinical outcomes and tissue adaptation responses. The aim was to systematically evaluate the impact of metabolic factors on sports tendinopathy outcomes and assess the [...] Read more.
Background/Objectives: Sports tendinopathy management has traditionally focused on mechanical loading protocols, yet emerging evidence suggests metabolic factors significantly influence clinical outcomes and tissue adaptation responses. The aim was to systematically evaluate the impact of metabolic factors on sports tendinopathy outcomes and assess the effectiveness of advanced rehabilitation approaches that extend beyond traditional mechanical loading protocols. Methods: A comprehensive search across academic papers from Semantic Scholar corpus identified studies investigating metabolic influences and advanced rehabilitation strategies in sports tendinopathy. Inclusion criteria encompassed athletes and active individuals with chronic tendinopathy, interventions targeting metabolic factors or advanced rehabilitation techniques, and validated outcome measures. Risk of bias was assessed using RoB 2 for randomized trials and ROBINS-I for observational studies. Evidence certainty was evaluated using GRADE methodology. Results: Forty studies met inclusion criteria, comprising 5 randomized controlled trials, 9 systematic reviews, and 5 cohort studies. Metabolic syndrome significantly impaired eccentric exercise outcomes in Achilles tendinopathy (F[1,54] = 24.45, p < 0.001). Collagen-derived peptide supplementation combined with eccentric training demonstrated superior pain reduction at rest compared to exercise alone (p < 0.05). Advanced rehabilitation strategies including criteria-based progression, neuroplastic training, and staged loading protocols showed improvements in patient-reported outcomes and functional scores, with some approaches demonstrating superiority over traditional eccentric protocols. Conclusions: Metabolic factors negatively influence sports tendinopathy rehabilitation outcomes, while advanced rehabilitation approaches incorporating metabolic considerations show promise for enhancing treatment effectiveness. Integration of metabolic assessment and targeted interventions may optimize tendinopathy management beyond mechanical loading alone. Full article
(This article belongs to the Section Sports Medicine)
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18 pages, 1399 KB  
Article
Effects of the SmartACT Intervention on Motor and Psychological Variables in Adolescent Athletes: A Controlled Trial Using BlazePod and Microgate
by Barabási Madár Timea, Costea-Bărluţiu Carmen, Ordean Mircea Nicolae, Mancini Nicola, Grosu Vlad Teodor, Sabău Anca Maria, Popovici Cornelia, Carlos Hervás-Gómez, Grosu Emilia Florina and Monea Dan
Children 2025, 12(10), 1338; https://doi.org/10.3390/children12101338 - 5 Oct 2025
Viewed by 1598
Abstract
Background/Objectives: Agility and reaction speed are critical components of sports performance and are influenced by both physical conditioning and psychological state. Interventions such as SmartACT, which integrate mindfulness, acceptance, and commitment, guided imagery and hypnosis techniques are still underexplored in high-performance sport, [...] Read more.
Background/Objectives: Agility and reaction speed are critical components of sports performance and are influenced by both physical conditioning and psychological state. Interventions such as SmartACT, which integrate mindfulness, acceptance, and commitment, guided imagery and hypnosis techniques are still underexplored in high-performance sport, despite their potential to affect both psychological and motor dimensions. Methods: This 7-week controlled trial investigated the effectiveness of SmartACT in reducing psychological and somatic symptoms and enhancing motor performance in adolescent athletes. A total of 193 athletes aged 15–18 years were assigned to three groups: SmartACT (n = 69), MAC (Mindfulness–Acceptance–Commitment, the standardized Gardner & Moore protocol; n = 65), and a control group (n = 59). Agility was measured using the T-Drill Agility Test with Microgate electronic timing, and reaction speed was assessed using BlazePod devices. Psychological and somatic symptoms were evaluated using the Depression, Anxiety, and Stress Scale (DASS-21) and the Ghent Multidimensional Somatic Complaints Scale (GMSCS). Results: The SmartACT group showed significantly improved agility (MD = −1.07 s, p < 0.001, d = 2.50, 95% CI [1.79, 3.35]), faster reaction times (MD = −643.75 ms, p < 0.001, d = 0.85, 95% CI [0.35, 1.41]), and a higher number of BlazePod touches (MD = +2.53, p < 0.001, d = 1.43, 95% CI [0.87, 2.07]). Psychological symptoms (DASS-21) and somatic complaints (GMSCS) decreased significantly more than in the MAC and control groups. Conclusions: SmartACT appears to be an effective hybrid psychological intervention to simultaneously improve physical performance and reduce psychological and psychosomatic distress in adolescent athletes. Full article
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14 pages, 796 KB  
Review
Improving Methodological Quality in Meta-Analyses of Athlete Pain Interventions: An Overview of Systematic Reviews
by Saul Pineda-Escobar, Cristina García-Muñoz, Olga Villar-Alises and Javier Martinez-Calderon
Healthcare 2025, 13(19), 2508; https://doi.org/10.3390/healthcare13192508 - 2 Oct 2025
Viewed by 528
Abstract
Background: Pain is a disabling issue in athletes, with significant impact on performance and career longevity. Many randomized clinical trials (RCTs) have explored interventions to reduce pain, leading to multiple systematic reviews with meta-analysis, but their methodological rigor and clinical applicability remain unclear. [...] Read more.
Background: Pain is a disabling issue in athletes, with significant impact on performance and career longevity. Many randomized clinical trials (RCTs) have explored interventions to reduce pain, leading to multiple systematic reviews with meta-analysis, but their methodological rigor and clinical applicability remain unclear. Objective: To provide an overview of systematic reviews with meta-analysis on interventions aimed at alleviating pain intensity in athletes, identifying knowledge gaps and appraising methodological quality. Methods: CINAHL, Embase, Epistemonikos, PubMed, Scopus, SPORTDiscus, and Cochrane Library were searched from inception to February 2025. Systematic reviews with meta-analysis of RCTs evaluating interventions to manage pain in athletes were considered. Athletes without restrictions in terms of sports, clinical, and sociodemographic characteristics were included. Overlap between reviews was calculated using the corrected covered area. Results: Twelve systematic reviews met inclusion criteria. Physical exercise modalities (e.g., gait retraining, hip strengthening), acupuncture, photo biomodulation, and topical medication showed potential benefits in reducing pain intensity. Other interventions, such as certain manual therapy techniques, platelet-rich plasma, or motor imagery, did not show consistent effects. All reviews focused solely on pain intensity, with minimal stratification by sport or clinical condition which may affect the extrapolation of meta-analyzed findings to the clinical practice. Methodological quality was often low, with flaws in reporting funding sources, lists of excluded studies, and certainty of evidence (was mostly rated as low/very low). Overlap was variable across the interventions. Conclusions: Given low/sparse certainty and minimal sport-specific analyses, no strong clinical recommendations can be made; preliminary signals favor proximal hip strengthening, gait retraining, photo biomodulation (acute soreness), and topical NSAIDs pending higher-quality syntheses. Future reviews should consider mandatory GRADE; pre-registered protocols; sport- and condition-specific analyses; and core outcome sets including multi-dimensional pain. Full article
(This article belongs to the Section Clinical Care)
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13 pages, 1020 KB  
Article
Modified Combined Anterior Cruciate Ligament and Anterolateral Ligament Reconstruction in 291 High-Level Athletes: Clinical Outcomes at Minimum 2.5-Year Follow-Up
by Tomislav Kottek, Stjepan Bulat, Goran Vrgoč, Alan Ivković, Frane Bukvić, Joško Jeličić and Saša Janković
Medicina 2025, 61(10), 1762; https://doi.org/10.3390/medicina61101762 - 29 Sep 2025
Viewed by 666
Abstract
Background and Objectives: Combined anterior cruciate ligament (ACL) and anterolateral ligament (ALL) reconstruction has been advocated to improve rotational stability and reduce graft failure in high-risk athletes. We aimed to evaluate the mid-term functional outcomes of a modified combined ACL and ALL [...] Read more.
Background and Objectives: Combined anterior cruciate ligament (ACL) and anterolateral ligament (ALL) reconstruction has been advocated to improve rotational stability and reduce graft failure in high-risk athletes. We aimed to evaluate the mid-term functional outcomes of a modified combined ACL and ALL reconstruction technique using hamstring tendon autografts developed at our institution. Materials and Methods: We retrospectively reviewed 395 patients who underwent combined ACL and ALL reconstruction between 2018 and 2022. Of these, 291 patients (73.6%) completed the minimum follow-up of 2.5 years and were included in the analysis. Primary outcomes were graft rerupture and return to sport (RTS) at the pre-injury level. Secondary outcomes included graft survival, a change in Tegner score from pre-injury to follow-up and complications. Results: The cohort consisted of 219 males (75.3%) and 72 females (24.7%), with a mean age of 20.6 ± 4.0 years (range 14–35). Eleven patients experienced graft rerupture, yielding a rate of 3.78% (95% CI, 2.1–6.6). At final follow-up, 220 patients (75.6%; 95% CI, 70.4–80.2) returned to their pre-injury level of sport performance. The mean Tegner activity score decreased from 7.9 ± 1.4 preoperatively to 7.2 ± 1.8 postoperatively (paired t-test, p < 0.0001; Wilcoxon signed-rank test, p < 0.0001). Postoperative complications occurred in 18 patients (6.2%), the majority of which related to meniscal re-ruptures. Conclusions: Our modified combined ACL and ALL reconstruction technique demonstrated excellent mid-term results in a high-risk athletic population, with low rerupture rates and high RTS rates, while also being a safe procedure without significant complications. These findings support the use of this technique in young and professional athletes where rotational stability is necessary. Full article
(This article belongs to the Special Issue Anterior Cruciate Ligament (ACL) Injury)
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17 pages, 667 KB  
Review
Nursing Interventions in the Prevention of Musculoskeletal Injuries in Adolescent Athletes: Integrative Review
by Joana Bernardo, Rosa Martins, Camila Morgado, Henrique do Carmo, Luís Aguiar, Teresa dos Santos, Nélia Carvalho and Ricardo Loureiro
Adolescents 2025, 5(4), 50; https://doi.org/10.3390/adolescents5040050 - 23 Sep 2025
Viewed by 803
Abstract
Musculoskeletal injuries are a growing concern among adolescent athletes, with significant physical and psychological consequences. This integrative literature review aimed to analyze the risk factors associated with musculoskeletal injuries in adolescents engaged in sports and to explore the role of nursing interventions in [...] Read more.
Musculoskeletal injuries are a growing concern among adolescent athletes, with significant physical and psychological consequences. This integrative literature review aimed to analyze the risk factors associated with musculoskeletal injuries in adolescents engaged in sports and to explore the role of nursing interventions in their prevention. A systematic search was conducted across four databases and one gray literature source, including studies published between 2014 and 2024. Three descriptive studies were included, with evidence levels ranging from 3 to 4, according to the Joanna Briggs Institute classification. The main findings highlight that risk factors for musculoskeletal injuries include excessive training loads, inadequate sports technique, lack of professional supervision, improper use of equipment, and failure to recognize early signs of discomfort. Preventive nursing interventions were shown to be effective, particularly those focused on health education, proprioceptive training, and continuous monitoring. Multidisciplinary collaboration between nurses, coaches, and other health professionals emerged as a key strategy in creating safe sporting environments. Despite limitations such as the scarcity of studies on nursing-specific interventions in diverse sports contexts, this review supports the potential of structured, evidence-based nursing actions to reduce musculoskeletal injuries incidence, promote safer sports practices, and enhance adolescent athletes’ health outcomes. Full article
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13 pages, 1199 KB  
Article
Evaluation of the Effectiveness of TECAR and Vibration Therapy as Methods Supporting Muscle Recovery After Strenuous Eccentric Exercise
by Łukasz Oleksy, Anna Mika, Maciej Daszkiewicz, Martyna Sopa, Miłosz Szczudło, Maciej Kuchciak, Artur Stolarczyk, Olga Adamska, Paweł Reichert, Zofia Dzięcioł-Anikiej and Renata Kielnar
J. Clin. Med. 2025, 14(18), 6648; https://doi.org/10.3390/jcm14186648 - 21 Sep 2025
Viewed by 2477
Abstract
Background/Objectives. Despite growing interest in capacitive-resistive electric transfer TECAR) and Vibration therapy (VT), their comparative effectiveness in sports recovery remains unclear. This study aimed to evaluate and contrast the short-term effects of TECAR and VT on neuromuscular recovery following eccentric muscle fatigue, [...] Read more.
Background/Objectives. Despite growing interest in capacitive-resistive electric transfer TECAR) and Vibration therapy (VT), their comparative effectiveness in sports recovery remains unclear. This study aimed to evaluate and contrast the short-term effects of TECAR and VT on neuromuscular recovery following eccentric muscle fatigue, relative to passive rest, in active young adults. We hypothesized that both interventions would accelerate recovery and potentially reduce injury risk. Methods. Forty-one participants were randomized into two groups: TECAR therapy (Group 1) and VT (Group 2). Neuromuscular function was assessed at baseline, post-exercise, and post-intervention using tensiomyography (TMG) and electromyography (EMG). Results. Both groups showed a significant increase in EMG MDF intercept after exercise. Post-intervention, VT induced a further rise in this parameter, whereas TECAR stabilized values without significant change. In the contralateral resting limb, increases persisted after exercise and passive recovery. Between-limb differences were significant only in the TECAR group. TMG analysis revealed a non-significant but large-effect increase in contraction delay (Td) post-exercise, followed by significant reductions after both interventions. In the left limb, Td changes were not significant. For maximal displacement (Dm), both VMO and VLO muscles demonstrated a significant decrease post-exercise and a marked recovery after both therapies. Other TMG parameters (Ts, Tc, Tr) showed no significant changes. Conclusions. Both TECAR and VT effectively enhanced neuromuscular recovery after eccentric exercise. TECAR demonstrated a modest but consistent advantage, particularly in normalizing muscle recruitment and restoring mechanical properties, making it suitable in contexts requiring rapid recovery. VT, however, remains a more accessible and cost-effective modality. These findings support the application of both techniques in sports recovery, while highlighting the need for further research in professional athletes and diverse exercise settings to optimize regeneration strategies and reduce injury risk. Full article
(This article belongs to the Special Issue Clinical Aspects of Return to Sport After Injuries)
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30 pages, 2372 KB  
Review
Roxadustat as a Hypoxia-Mimetic Agent: Erythropoietic Mechanisms, Bioanalytical Detection, and Regulatory Considerations in Sports Medicine
by Elena-Christen Creangă, Cristina Ott, Alina-Crenguţa Nicolae, Cristina Manuela Drăgoi and Raluca Stan
Curr. Issues Mol. Biol. 2025, 47(9), 734; https://doi.org/10.3390/cimb47090734 - 9 Sep 2025
Viewed by 1704
Abstract
Roxadustat (ROX) is an orally active inhibitor of hypoxia-inducible factor prolyl hydroxylase (HIF-PHI) that exerts erythropoietic, cardioprotective, and metabolic regulatory effects. Approved for the treatment of anemia associated with chronic kidney disease, ROX promotes endogenous erythropoietin production and improves iron homeostasis, providing a [...] Read more.
Roxadustat (ROX) is an orally active inhibitor of hypoxia-inducible factor prolyl hydroxylase (HIF-PHI) that exerts erythropoietic, cardioprotective, and metabolic regulatory effects. Approved for the treatment of anemia associated with chronic kidney disease, ROX promotes endogenous erythropoietin production and improves iron homeostasis, providing a non-injectable alternative to conventional erythropoiesis-stimulating agents (ESAs). Its ability to enhance oxygen transport and facilitate muscle recovery has, however, led to its misuse in sports, where it is classified as a banned substance by the World Anti-Doping Agency. This review provides a comprehensive overview of the pharmacological properties of ROX, its approved and investigational clinical applications, and its chemical synthesis strategies. Particular emphasis is placed on the analytical methodologies employed for ROX detection in anti-doping settings. Techniques such as liquid chromatography–tandem mass spectrometry (LC–MS/MS), ultraviolet–visible (UV–Vis) spectroscopy, Fourier-transform infrared spectroscopy (FT-IR), and high-performance thin-layer chromatography (HPTLC) are critically assessed for their efficacy in detecting ROX and its metabolites in biological matrices. Given the increasing incidence of ROX misuse among athletes, ongoing optimization of detection protocols and longitudinal monitoring approaches, are essential to uphold both sports integrity and public health. Full article
(This article belongs to the Special Issue Molecular Biology in Drug Design and Precision Therapy)
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13 pages, 464 KB  
Article
The Impact of an 8-Week Running Technique Program on Linear and Change-of-Direction Speed in Youth Football—A Pilot Study
by Diogo Camacho, Diogo Monteiro, Rui Matos, Nuno Amaro, Raúl Antunes and Miguel Jacinto
Sports 2025, 13(9), 305; https://doi.org/10.3390/sports13090305 - 4 Sep 2025
Viewed by 1211
Abstract
In football, linear speed and change-of-direction speed are fundamental skills for performance in the sport. The present study aims to evaluate the effect of an 8-week running technique program on the variables described in young footballers. Thirty-one athletes participated, 16 in the intervention [...] Read more.
In football, linear speed and change-of-direction speed are fundamental skills for performance in the sport. The present study aims to evaluate the effect of an 8-week running technique program on the variables described in young footballers. Thirty-one athletes participated, 16 in the intervention group (Under-15) and 15 in the control group (Under-17). The intervention group had a mean age of 14.37 ± 0.50 years and the control group had a mean age of 15.80 ± 0.76 years. Both groups underwent two assessments, pre- and post-intervention, performing the 20-m test and the 5-0-5 Agility Test, assessing linear speed and change-of-direction speed, respectively, with timing conducted manually by trained evaluators. The results showed improvements in the intervention group in both tests, with statistically significant differences in change-of-direction speed (right foot: p = 0.010; r = 0.669; left foot: p = 0.05; r = 0.503), while the control group did not show any significant differences in either test, even showing a regression in results. The present study indicates that running technique training, even with a weekly frequency of only one session per week, may contribute to improvements in linear speed (even non-significant) but, especially, in the change of direction of young footballers. These results are important because training can promote more efficient running movement patterns, promoting benefits in terms of sports performance and the prevention of non-contact injuries. Full article
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33 pages, 4232 KB  
Review
Toward Health-Oriented Indoor Air Quality in Sports Facilities: A Narrative Review of Pollutant Dynamics, Smart Control Strategies, and Energy-Efficient Solutions
by Xueli Cao, Haizhou Fang and Xiaolei Yuan
Buildings 2025, 15(17), 3168; https://doi.org/10.3390/buildings15173168 - 3 Sep 2025
Viewed by 1416
Abstract
Indoor sports facilities face distinctive indoor air quality (IAQ) challenges due to high occupant density, elevated metabolic emissions, and diverse pollutant sources associated with physical activity. This review presents a narrative synthesis of multidisciplinary evidence concerning IAQ in sports environments. It explores major [...] Read more.
Indoor sports facilities face distinctive indoor air quality (IAQ) challenges due to high occupant density, elevated metabolic emissions, and diverse pollutant sources associated with physical activity. This review presents a narrative synthesis of multidisciplinary evidence concerning IAQ in sports environments. It explores major pollutant categories, including carbon dioxide (CO2), particulate matter (PM), volatile organic compounds (VOCs), and airborne microbial agents, highlighting their sources, behavior during exercise, and associated health risks. Research shows that physical activity can increase PM concentrations by up to 300%, and CO2 levels frequently exceed 1000 ppm in inadequately ventilated spaces. The presence of semi-volatile organics and bioaerosols further complicates pollutant dynamics, especially in humid and densely occupied areas. Measurement technologies such as optical sensors, chromatographic methods, and molecular techniques are reviewed and compared for their applicability to dynamic indoor settings. Existing IAQ standards across China, the USA, the EU, the UK, and WHO are examined, revealing a lack of activity-specific thresholds and insufficient responsiveness to real-time conditions. Mitigation strategies (e.g., including demand-controlled ventilation, use of low-emission materials, liquid chalk substitutes, and integrated HEPA-UVGI purification systems) are evaluated, many demonstrating pollutant removal efficiencies over 80%. The integration of intelligent building management systems is emphasized for enabling real-time monitoring and adaptive control. This review concludes by identifying research priorities, including the development of activity-sensitive IAQ control frameworks and long-term health impact assessments for athletes and vulnerable users. Full article
(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
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42 pages, 2529 KB  
Review
Artificial Intelligence in Sports Biomechanics: A Scoping Review on Wearable Technology, Motion Analysis, and Injury Prevention
by Marouen Souaifi, Wissem Dhahbi, Nidhal Jebabli, Halil İbrahim Ceylan, Manar Boujabli, Raul Ioan Muntean and Ismail Dergaa
Bioengineering 2025, 12(8), 887; https://doi.org/10.3390/bioengineering12080887 - 20 Aug 2025
Cited by 4 | Viewed by 8018
Abstract
Aim: This scoping review examines the application of artificial intelligence (AI) in sports biomechanics, with a focus on enhancing performance and preventing injuries. The review addresses key research questions, including primary AI methods, their effectiveness in improving athletic performance, their potential for injury [...] Read more.
Aim: This scoping review examines the application of artificial intelligence (AI) in sports biomechanics, with a focus on enhancing performance and preventing injuries. The review addresses key research questions, including primary AI methods, their effectiveness in improving athletic performance, their potential for injury prediction, sport-specific applications, strategies for translating knowledge, ethical considerations, and remaining research gaps. Following the PRISMA-ScR guidelines, a comprehensive literature search was conducted across five databases (PubMed/MEDLINE, Web of Science, IEEE Xplore, Scopus, and SPORTDiscus), encompassing studies published between January 2015 and December 2024. After screening 3248 articles, 73 studies met the inclusion criteria (Cohen’s kappa = 0.84). Data were collected on AI techniques, biomechanical parameters, performance metrics, and implementation details. Results revealed a shift from traditional statistical models to advanced machine learning methods. Based on moderate-quality evidence from 12 studies, convolutional neural networks reached 94% agreement with international experts in technique assessment. Computer vision demonstrated accuracy within 15 mm compared to marker-based systems (6 studies, moderate quality). AI-driven training plans showed 25% accuracy improvements (4 studies, limited evidence). Random forest models predicted hamstring injuries with 85% accuracy (3 studies, moderate quality). Learning management systems enhanced knowledge transfer, raising coaches’ understanding by 45% and athlete adherence by 3.4 times. Implementing integrated AI systems resulted in a 23% reduction in reinjury rates. However, significant challenges remain, including standardizing data, improving model interpretability, validating models in real-world settings, and integrating them into coaching routines. In summary, incorporating AI into sports biomechanics marks a groundbreaking advancement, providing analytical capabilities that surpass traditional techniques. Future research should focus on creating explainable AI, applying rigorous validation methods, handling data ethically, and ensuring equitable access to promote the widespread and responsible use of AI across all levels of competitive sports. Full article
(This article belongs to the Section Biomechanics and Sports Medicine)
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16 pages, 581 KB  
Review
Sprint Training for Hamstring Injury Prevention: A Scoping Review
by Roberto Tedeschi, Federica Giorgi and Danilo Donati
Appl. Sci. 2025, 15(16), 9003; https://doi.org/10.3390/app15169003 - 15 Aug 2025
Viewed by 6790
Abstract
Background: Hamstring strain injuries (HSIs) are among the most common and recurrent injuries in sports involving high-speed running. While eccentric training has demonstrated efficacy in reducing HSI risk, the role of sprint training as a preventive strategy remains underexplored and often misinterpreted [...] Read more.
Background: Hamstring strain injuries (HSIs) are among the most common and recurrent injuries in sports involving high-speed running. While eccentric training has demonstrated efficacy in reducing HSI risk, the role of sprint training as a preventive strategy remains underexplored and often misinterpreted as solely a risk factor. Methods: This review aimed to systematically map the available evidence on the role of sprint training in hamstring injury prevention, identifying mechanisms, outcomes, and potential synergies with other strategies. This scoping review was conducted following the Joanna Briggs Institute’s methodology and reported in accordance with PRISMA-ScR guidelines. Seven databases (PubMed, Scopus, Web of Science, Cochrane CENTRAL, SPORTDiscus, CINAHL, and PEDro) were searched up to October 2024. Studies were included if they involved adult athletes and examined the effects of sprint training, ≥80–90% maximal sprint speed (MSS), on hamstring injury prevention, muscle architecture, or functional outcomes. All databases were searched from inception to 15 October 2024, and the screening and data-charting process was completed on 30 April 2025. Results: Twelve studies met the inclusion criteria. Sprint exposure, when combined with eccentric strengthening and biomechanical optimisation, led to injury reductions ranging from 56% to 94%. Eccentric interventions produced fascicle length increases of up to 20% and strength gains of 15–20%. Improvements in sprint technique and neuromuscular control were also reported. Biomechanical risk factors, including pelvic tilt and hip extension deficits, were linked to increased HSI risk. The most common eccentric protocols included Nordic Hamstring Exercises (NHE), Razor Curls, and hip-dominant exercises, typically performed 1–2 times per week for 4 to 8 weeks. Conclusions: High-speed sprint training, when properly programmed and integrated into comprehensive preventive strategies, may enhance tissue resilience and reduce HSI risk. Combining sprint exposure with eccentric strengthening and technical coaching appears to be more effective than isolated interventions alone. Practically, these results support the systematic inclusion of progressive high-intensity sprint exposure in routine hamstring-injury-prevention programmes for field-sport athletes. Full article
(This article belongs to the Special Issue Novel Approaches of Physical Therapy-Based Rehabilitation)
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Article
Demographic, Epidemiological and Functional Profile Models of Greek CrossFit Athletes in Relation to Shoulder Injuries: A Prospective Study
by Akrivi Bakaraki, George Tsirogiannis, Charalampos Matzaroglou, Konstantinos Fousekis, Sofia A. Xergia and Elias Tsepis
J. Funct. Morphol. Kinesiol. 2025, 10(3), 278; https://doi.org/10.3390/jfmk10030278 - 18 Jul 2025
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Abstract
Objectives: Shoulder injury prevalence appears to be the highest among all injuries in CrossFit (CF) athletes. Nevertheless, there is no evidence deriving from prospective studies to explain this phenomenon. The purpose of this study was to document shoulder injury incidence in CF [...] Read more.
Objectives: Shoulder injury prevalence appears to be the highest among all injuries in CrossFit (CF) athletes. Nevertheless, there is no evidence deriving from prospective studies to explain this phenomenon. The purpose of this study was to document shoulder injury incidence in CF participants over a 12-month period and prospectively investigate the risk factors associated with their demographic, epidemiological, and functional characteristics. Methods: The sample comprised 109 CF athletes in various levels. Participants’ data were collected during the baseline assessment, using a specially designed questionnaire, as well as active range of motion, muscle strength, muscle endurance, and sport-specific tests. Non-parametric statistical tests and inferential statistics were employed, and in addition, linear and regression models were created. Logistic regression models incorporating the study’s continuous predictors to classify injury occurrence in CF athletes were developed and evaluated using the Area Under the ROC Curve (AUC) as the performance metric. Results: A shoulder injury incidence rate of 0.79 per 1000 training hours was recorded. Olympic weightlifting (45%) and gymnastics (35%) exercises were associated with shoulder injury occurrence. The most frequent injury concerned rotator cuff tendons (45%), including lesions and tendinopathies, exhibiting various severity levels. None of the examined variables individually showed a statistically significant correlation with shoulder injuries. Conclusions: This is the first study that has investigated prospectively shoulder injuries in CrossFit, creating a realistic profile of these athletes. Despite the broad spectrum of collected data, the traditional statistical approach failed to identify shoulder injury predictors. This indicates the necessity to explore this topic using more sophisticated techniques, such as advanced machine learning approaches. Full article
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