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Potential Concussion Events of a Leading Team in the Spanish Male Professional Soccer League: Incidence, Refereeing Actions, Medical Consequences and Return-to-Play. 西班牙男子职业足球联赛一支领先球队的潜在脑震荡事件:发生率、裁判行为、医疗后果和恢复比赛。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-14 DOI: 10.1186/s40798-025-00914-w
Enrique Noé, Roberto Llorens, Blanca Melero, Myrtha O'Valle, María Dolores Navarro, Carolina Colomer, Belén Moliner, Joan Ferri

Background: An increasing number of studies reveal that concussion rates in male soccer are comparable to other contact sports. Due to their possible negative effects on the neurological health, detecting potential concussion events (PCEs) during a match is essential to account for their medical consequences. The objective of this study was to investigate the incidence and characteristics of the PCEs, as well as the refereeing and medical consequences, and the return-to-play time, of a leading male soccer team of the first division of the Spanish Professional Soccer League throughout a complete season.

Results: A total of 61 PCEs from direct head impacts were identified across the 38 matches played by Real Madrid CF-the 2019-2020 regular season champions and the only team with complete match records, reflecting an incidence of 48.6/1000 h. Most of the PCEs occurred due to "elbow-head" mechanisms or during "aerial heading duels", affecting parietal-occipital and frontonasal areas, with increased incidence in defenses, in the penalty areas, during minutes 45 to 60, and with a tie score. No sanction was given in 54.8% of the PCEs. Medical assistance was requested in only 32.2% of the cases, and only 29.0% of cases resulted in a substitution. The players returned to play after a mean of 9.5 (SD: 11.0) days from the event and 74.2% of the players returned to play in or less than 7 days.

Conclusions: These results are consistent with previous studies in nearby countries and reveal a high incidence and high likelihood of repeated PCEs, with limited impact on refereeing decisions, minimal medical intervention, and short return-to-play periods. Given the potential neurological risks of concussions, greater awareness is needed among professionals, medical teams, the public, and authorities.

背景:越来越多的研究表明,男子足球的脑震荡率与其他身体接触运动相当。由于其可能对神经系统健康产生负面影响,在比赛期间检测潜在的脑震荡事件(pce)对于解释其医疗后果至关重要。本研究的目的是调查西班牙职业足球联赛甲级联赛一支领先男子足球队在整个赛季中pce的发生率和特征,以及裁判和医疗后果以及恢复比赛时间。结果:在皇家马德里(2019-2020赛季常规赛冠军,也是唯一一支拥有完整比赛记录的球队)的38场比赛中,共发现了61次直接头部撞击造成的pce,其发生率为48.6/1000小时。大多数pce发生于“肘部-头部”机制或“空中头球决斗”期间,影响顶骨-枕部和额鼻区,在防守区,禁区,在第45分钟至第60分钟,得分相同的情况下,发生率增加。54.8%的pce未受到处罚。只有32.2%的案件要求医疗援助,只有29.0%的案件导致替代。比赛结束后平均9.5天(SD: 11.0), 74.2%的球员在7天或不到7天内重返比赛。结论:这些结果与附近国家先前的研究结果一致,并揭示了pce的高发病率和高可能性,对裁判决定的影响有限,医疗干预最少,恢复比赛时间短。鉴于脑震荡潜在的神经系统风险,专业人员、医疗团队、公众和当局需要提高认识。
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引用次数: 0
Effects of Intensity and Fatigue on the Kinetics and Kinematics of the Barbell Squat, Bench Press, and Deadlift in Experienced Lifters: A Systematic Review. 强度和疲劳对经验丰富的举重运动员杠铃深蹲、卧推和硬举的动力学和运动学的影响:系统综述。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-14 DOI: 10.1186/s40798-025-00921-x
Javad A Bakhshinejad, Jared D Ramer, Kristen A Dunsmore, Luke M Pelton, Lars Berglund

Background: Powerlifting is a competitive strength sport focused on achieving the highest possible single-repetition load in three barbell lifts: the back squat, bench press, and deadlift, each testing maximal force output under standardized conditions. Increases in training intensity and the accumulation of fatigue can lead to measurable alterations in kinetic and kinematic variables, with potential implications for both performance and injury risk. Although trained lifters typically exhibit more stable movement patterns than novices, the biomechanical responses to intensity and fatigue remain complex and variable. This systematic review aimed to identify consistent, observable changes in kinetic and kinematic variables in experienced lifters during the back squat, bench press, and deadlift under conditions of increasing intensity and fatigue.

Methods: A keyword search was performed on MEDLINE Complete, SPORTDiscus, and CINAHL Plus up to June 2024. Studies that examined the effects of load and fatigue on the kinetics and kinematics of the back squat, bench press, and deadlift in experienced lifters were included. The quality of studies was rated according to the Quality Assessment of Observational Cohort and Cross-sectional Studies scale. Results were summarized in tables and with a narrative synthesis.

Results: Twenty-two studies, with a total of 293 participants, met the inclusion criteria. Increased intensity was consistently associated with decreases in mean and peak barbell velocity and power, increased force production, longer concentric durations, and greater joint variability, especially in the acceleration and sticking regions. Fatigue led to similar reductions in velocity and power, although findings on force production were inconsistent across studies. Only two studies examined the deadlift, and reporting practices varied between studies.

Conclusion: Increased intensity and fatigue produce predictable kinetic and kinematic changes in the back squat, bench press, and deadlift, particularly during the acceleration and sticking phases. Velocity consistently decreased with intensity and fatigue, while power and joint mechanics showed greater variability across individuals and studies. Coaches and clinicians should monitor these changes to inform programming and technical interventions. However, different lifters may adopt distinct mechanical strategies as intensity increases, especially near the sticking point. Future research should distinguish between- and within-individual variability in kinetic and kinematic expression and address underrepresented movements, particularly the deadlift.

Registration: This systematic review was registered with PROSPERO (CRD42024550339).

背景:力量举是一项竞技性的力量运动,专注于在三个杠铃举中达到尽可能高的单次重复负荷:后蹲、卧推和硬举,每一个都测试在标准化条件下的最大力量输出。训练强度的增加和疲劳的积累会导致可测量的动力学和运动学变量的变化,这对运动表现和受伤风险都有潜在的影响。虽然训练有素的举重运动员通常比新手表现出更稳定的运动模式,但强度和疲劳的生物力学反应仍然复杂多变。本系统综述旨在确定在强度和疲劳增加的情况下,有经验的举重运动员在进行后蹲、卧推和硬举时的动力学和运动学变量的一致的、可观察的变化。方法:检索到2024年6月的MEDLINE Complete、SPORTDiscus和CINAHL Plus的关键词。研究考察了负荷和疲劳对有经验的举重运动员后蹲、卧推和硬举的动力学和运动学的影响。研究的质量根据观察性队列和横断面研究的质量评估量表来评定。结果以表格形式汇总,并以叙述性综合。结果:22项研究共293名受试者符合纳入标准。强度的增加始终与杠铃平均速度和峰值速度和力量的降低、力量产生的增加、更长的同心持续时间和更大的关节变异性有关,特别是在加速和粘着区域。疲劳会导致速度和力量的类似下降,尽管在力产生方面的研究结果在不同的研究中并不一致。只有两项研究对硬举进行了调查,不同研究之间的报告实践也各不相同。结论:强度和疲劳的增加会在后蹲、卧推和硬举中产生可预测的动力学和运动学变化,特别是在加速和粘着阶段。速度随着强度和疲劳的增加而下降,而力量和关节力学在个体和研究中表现出更大的差异。教练和临床医生应监测这些变化,为规划和技术干预提供信息。然而,随着强度的增加,不同的举重者可能采用不同的机械策略,尤其是在粘着点附近。未来的研究应该区分个体之间和个体内部在动力学和运动学表达上的可变性,并解决未被充分代表的运动,特别是硬举。注册:本系统评价已在PROSPERO注册(CRD42024550339)。
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引用次数: 0
Menstrual Cycle and Athletic Status Interact to Influence Symptoms, Mood, and Cognition in Females. 月经周期和运动状态相互作用影响女性的症状、情绪和认知。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-10 DOI: 10.1186/s40798-025-00924-8
Flaminia Ronca, Evelyn Watson, Isabel Metcalf, Benjamin Tari

Background: There is growing interest in understanding if, and how, the menstrual cycle may affect physical and cognitive performance, particularly in the context of sport and physical activity. While hormonal fluctuations are often assumed to impact cognition, especially during menstruation, empirical evidence remains inconclusive. This study aimed to investigate whether cognitive performance, mood, and symptomology vary across menstrual cycle phases and whether these effects are influenced by athletic participation level.

Results: Fifty-four females (18-40 years) categorised by athletic participation level (i.e., inactive, active, competing, elite) took part. At each key menstrual phase (menstruation / early follicular, late follicular, ovulation and mid-luteal), they completed a cognitive battery (attention, inhibition and spatial anticipation), and reported their mood and symptoms. Faster reaction times and fewer errors were committed during ovulation (p < .01), suggesting better overall performance. In contrast, reaction times were slower during the luteal phase (p < .01), but more errors were committed in the follicular phase (p = .01). Importantly, participants' athletic level had a stronger effect on cognitive performance than phase, where inactive participants scored worse across tasks than their more active counterparts, and elite participants exhibited more significant fluctuations in cognition across phases. Mood and symptoms were worse during menstruation regardless of athletic level. However, while mood varied across phases it did not correlate with cognitive performance. Of note, participants perceived that their symptoms negatively impacted their cognitive performance during menstruation, but there was no evidence of any objective detriment to cognitive performance during this phase neither on reaction times nor errors on any task.

Conclusion: These findings suggest the existence of mild cognitive fluctuations throughout the menstrual cycle, albeit with high individual variability, and which are incongruent with symptomology. Opposing results between perceived and measured performance challenge common assumptions about menstruation-related performance, and highlight the importance of addressing societal biases in female sport and health. The stronger effects of athletic engagement on cognitive performance, rather than phase, reinforce the cognitive benefits of an active lifestyle.

Key points: This study aimed to investigate cognitive fluctuations in eumenorrheic females recruited from a range of activity levels. We demonstrate mild cognitive fluctuations throughout the menstrual cycle, which are incongruent with symptomology. And reinforce the importance of physical activity for supporting cognitive performance.

背景:人们越来越关注月经周期是否以及如何影响身体和认知表现,特别是在运动和体力活动的背景下。虽然通常认为荷尔蒙波动会影响认知,特别是在月经期间,但经验证据仍然没有定论。本研究旨在探讨认知表现、情绪和症状在月经周期阶段是否存在差异,以及这些影响是否受到运动参与水平的影响。结果:54名女性(18-40岁)按运动参与水平(非运动、运动、竞技、精英)进行了调查。在每个关键月经期(月经/卵泡早期、卵泡晚期、排卵期和黄体中期),她们完成认知电池(注意力、抑制和空间预期),并报告她们的情绪和症状。结论:这些发现表明在整个月经周期中存在轻微的认知波动,尽管个体差异很大,但与症状不一致。感知表现和测量表现之间的相反结果挑战了关于月经相关表现的普遍假设,并强调了解决女性运动和健康方面的社会偏见的重要性。运动对认知能力的影响更大,而不是阶段,强化了积极生活方式对认知的好处。重点:本研究旨在调查从一系列活动水平中招募的痛经女性的认知波动。我们证明轻微的认知波动在整个月经周期,这是不一致的症状。并强调体育活动对支持认知表现的重要性。
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引用次数: 0
Effects of Graphene-Based Far-Infrared Compression Garments on Aerobic Capacity in Healthy Young Males: A Randomized Crossover Trial. 基于石墨烯的远红外压缩服对健康年轻男性有氧能力的影响:一项随机交叉试验
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-10 DOI: 10.1186/s40798-025-00913-x
Yuxin Peng, Dongmei Wang, Haotian Zheng, Hao Qian, Chen Chen, Yi Han, Kewei Zhao, Tianhao Gao, Wenming Liu, Xiangsheng Pang

Background: Advancements in sports materials have led to the creation of innovative fabrics aimed at enhancing athletic performance and reducing the risk of sports-related injuries. Graphene-based composite fibers, with superior far-infrared (FIR) emissivity, are emerging as a promising material in sportswear. This study explores the effects of graphene-based FIR compression garments on aerobic exercise capacity.

Results: A total of 15 healthy, recreationally active male university students (aged 18-25 years) participated in this double-blind, randomized crossover trial. Each participant completed two incremental treadmill tests while wearing either graphene-based FIR compression garments or control garments, with a 7-day washout period between sessions. Results showed significantly longer exercise durations (38.4 s, p < 0.001) and extended time to anaerobic threshold (37.7 s, p < 0.001) in those wearing graphene-based FIR garments compared to those wearing control garments. The maximum heart rate was significantly lower in the graphene group (198.8 ± 7.8 bpm vs. 200.3 ± 7.5 bpm, p < 0.05), with reduced heart rates at the same exercise intensity (176.9 ± 8 bpm vs. 179.8 ± 7.8 bpm, p < 0.05). No significant differences in Maximal Oxygen Uptake (VO2max) were observed between the two groups.

Conclusions: Graphene-based FIR compression garments significantly enhance aerobic performance by improving endurance, likely due to improved peripheral blood circulation and reduced cardiac load. These findings highlight the potential of graphene-based fibers as a disruptive innovation in sportswear. Further research with larger sample sizes is warranted to fully explore their benefits.

背景:运动材料的进步导致了旨在提高运动表现和降低运动相关伤害风险的创新面料的创造。石墨烯基复合纤维具有优异的远红外(FIR)发射率,是一种很有前途的运动服装材料。本研究探讨石墨烯基FIR压缩服对有氧运动能力的影响。结果:共有15名健康、娱乐活跃的男性大学生(18-25岁)参加了这项双盲、随机交叉试验。每位参与者穿着石墨烯FIR压缩服或对照服完成了两次渐进式跑步机测试,两次测试之间有7天的洗脱期。结果显示,运动时间明显延长(38.4 s, p)。结论:石墨烯基FIR压缩服通过提高耐力显著提高有氧运动表现,可能是由于改善外周血循环和减少心脏负荷。这些发现突出了石墨烯基纤维作为运动服颠覆性创新的潜力。进一步的研究需要更大的样本量来充分探索它们的益处。
{"title":"Effects of Graphene-Based Far-Infrared Compression Garments on Aerobic Capacity in Healthy Young Males: A Randomized Crossover Trial.","authors":"Yuxin Peng, Dongmei Wang, Haotian Zheng, Hao Qian, Chen Chen, Yi Han, Kewei Zhao, Tianhao Gao, Wenming Liu, Xiangsheng Pang","doi":"10.1186/s40798-025-00913-x","DOIUrl":"10.1186/s40798-025-00913-x","url":null,"abstract":"<p><strong>Background: </strong>Advancements in sports materials have led to the creation of innovative fabrics aimed at enhancing athletic performance and reducing the risk of sports-related injuries. Graphene-based composite fibers, with superior far-infrared (FIR) emissivity, are emerging as a promising material in sportswear. This study explores the effects of graphene-based FIR compression garments on aerobic exercise capacity.</p><p><strong>Results: </strong>A total of 15 healthy, recreationally active male university students (aged 18-25 years) participated in this double-blind, randomized crossover trial. Each participant completed two incremental treadmill tests while wearing either graphene-based FIR compression garments or control garments, with a 7-day washout period between sessions. Results showed significantly longer exercise durations (38.4 s, p < 0.001) and extended time to anaerobic threshold (37.7 s, p < 0.001) in those wearing graphene-based FIR garments compared to those wearing control garments. The maximum heart rate was significantly lower in the graphene group (198.8 ± 7.8 bpm vs. 200.3 ± 7.5 bpm, p < 0.05), with reduced heart rates at the same exercise intensity (176.9 ± 8 bpm vs. 179.8 ± 7.8 bpm, p < 0.05). No significant differences in Maximal Oxygen Uptake (VO2max) were observed between the two groups.</p><p><strong>Conclusions: </strong>Graphene-based FIR compression garments significantly enhance aerobic performance by improving endurance, likely due to improved peripheral blood circulation and reduced cardiac load. These findings highlight the potential of graphene-based fibers as a disruptive innovation in sportswear. Further research with larger sample sizes is warranted to fully explore their benefits.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"114"},"PeriodicalIF":5.9,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12514096/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145275637","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Function Over Form: A Longitudinal Study of Predictors and Mediation Pathways for Disordered Eating in Elite Athletes. 功能高于形式:精英运动员饮食失调的预测因素和调节途径的纵向研究。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-09 DOI: 10.1186/s40798-025-00920-y
Scott J Fatt, Phillipa Hay, Emma George, Nikki Jeacocke, Kris Rogers, Deborah Mitchison

Background: The aetiological pathway from societal pressure to meet appearance ideals to disordered eating through appearance-based concerns (e.g., drive for thinness) is well established in the general population; however, its relevance for elite athletes is unclear. This study investigated longitudinal predictors and mediation pathways for disordered eating in athletes, including sports and societal pressures as risk factors, and appearance-based concerns and athlete-specific cognitions as mediators.

Methods: Elite athletes predominantly from Australia and the US completed online surveys at baseline between March-September 2023 (T1, N = 178, 72.4% female, Mage = 23.9, SDage = 7.0), with follow-ups at 6-months (T2, N = 110) and 12-months (T3, N = 91). The survey assessed disordered eating, weight pressures in sport, societal pressures for appearance, athlete-specific mediators (drive for leanness for performance, athletic identity), and body image concerns. Regression analyses employing multiple imputation were used to examine longitudinal predictors and mediation pathways with disordered eating as the outcome, adjusting for autocorrelations and gender.

Results: Increased disordered eating over 12-months was significantly predicted by higher levels of T1-weight pressures in sport (β = 0.18, p = .046) and T1-drive for leanness for performance (β = 0.21, p = .025). T1-Societal pressures, T1-athletic identity, and T1-body image concerns did not significantly predict increases in disordered eating over time. None of the indirect pathways were significant.

Conclusions: It appears that weight pressures in sport and drive for leanness for performance contribute more to risk of disordered eating in elite athletes than traditional pathways of societal pressures and body image concerns. These findings, together with findings from previous research, were synthesised into a new model of disordered eating in elite athletes, providing targets for future intervention.

背景:从满足外貌理想的社会压力到以外貌为基础的饮食失调(例如,追求苗条)的病因学途径在普通人群中得到了很好的确立;然而,它与优秀运动员的相关性尚不清楚。本研究调查了运动员饮食失调的纵向预测因素和中介途径,包括运动和社会压力作为风险因素,以及基于外表的关注和运动员特定认知作为中介因素。方法:主要来自澳大利亚和美国的优秀运动员于2023年3 - 9月完成基线在线调查(T1, N = 178, 72.4%为女性,Mage = 23.9, SDage = 7.0),随访时间为6个月(T2, N = 110)和12个月(T3, N = 91)。这项调查评估了饮食失调、运动中的体重压力、社会对外表的压力、运动员特有的调节因素(为了表现而追求苗条、运动员身份)以及对身体形象的担忧。采用多元归算的回归分析,以饮食失调为结果检验纵向预测因子和中介途径,调整自相关性和性别。结果:运动中较高的t1体重压力水平显著预测了12个月内饮食失调的增加(β = 0.18, p =。046)和t1驱动对精益性能的影响(β = 0.21, p = 0.025)。t1 -社会压力、t1 -运动员身份和t1 -身体形象的担忧并不能显著预测饮食失调的增加。所有的间接途径都不显著。结论:与传统的社会压力和对身体形象的关注相比,运动中的体重压力和为了表现而追求苗条更容易导致精英运动员饮食失调的风险。这些发现,连同之前的研究结果,被综合成一个精英运动员饮食失调的新模型,为未来的干预提供了目标。
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引用次数: 0
The Effect of Midsole Thickness on Running Economy, Spatiotemporal Values and Perceptions of Comfort and Exertion in Well-trained Runners: A Randomized, Cross-over Trial. 中底厚度对跑步经济性、时空值、舒适度和用力感的影响:一项随机交叉试验。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-01 DOI: 10.1186/s40798-025-00911-z
Gian-Andri Baumann, Kai Biedermann, Enea Item, Christina M Spengler, Fernando Gabe Beltrami
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引用次数: 0
Fatigue effects on angular kinematics in male recreational runners grouped by functional response. 疲劳对男性休闲跑者角运动学的影响。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-01 DOI: 10.1186/s40798-025-00878-x
Alberto Encarnación-Martínez, Esther Sánchez-Ribes, Rubén Bruna-Lázaro, Roberto Sanchis-Sanchis, Jack Ashby, Pedro Pérez-Soriano

Background: While current evidence on injury risk factors remains limited, this study aims to provide insights into how fatigue-induced changes in biomechanical risk factors (BRF) differ between runners, potentially offering a new approach to understanding the development of running-related injuries. Thirty-nine (N = 39) male recreational runners underwent analysis of lower leg angular kinematics, heart rate, blood lactate levels, and perceived effort before and after a 30-minute exhaustive continuous treadmill running test.

Results: Three functional groups (FG) were identified using the K-means algorithm, which grouped participants based on changes in lower limb angular kinematics between pre- and post-fatigue. While FG1 and FG2 exhibited similar behaviours to maintain their usual running dynamics (e.g. no significant changes in hip flexion at touchdown and toe-off, and similar reductions in leg stiffness after fatigue), FG3 showed more pronounced changes, including increased hip flexion (7.4%) and knee flexion (21%) at touch-down, as well as increased knee flexion at maximal knee flexion (6%) and at the toe-off instant (9%) during the running cycle.

Conclusions: Fatigue-induced alterations in the considered biomechanical risk factors allow for the functional grouping of recreational athletes. Changes in FG3 impact running patterns and alter running economy-related variables, which may be associated with an increased injury risk and could guide future research into tailored training and preventive strategies.

背景:虽然目前关于损伤风险因素的证据仍然有限,但本研究旨在深入了解疲劳引起的生物力学风险因素(BRF)变化在跑步者之间的差异,可能为理解跑步相关损伤的发展提供一种新的方法。39名(N = 39)男性休闲跑步者在30分钟的连续跑步机测试前后进行了下肢角运动学、心率、血乳酸水平和感知力的分析。结果:使用K-means算法确定了三个功能组(FG),该算法根据疲劳前后下肢角运动学的变化对参与者进行了分组。虽然FG1和FG2表现出相似的行为来维持他们通常的跑步动态(例如,着地和脚趾着地时髋屈曲没有明显变化,疲劳后腿部僵硬度也有类似的降低),但FG3表现出更明显的变化,包括着地时髋屈曲增加(7.4%)和膝关节屈曲(21%),以及在跑步周期中膝关节最大屈曲(6%)和脚趾着地瞬间(9%)时膝关节屈曲增加。结论:疲劳引起的生物力学危险因素的改变允许休闲运动员的功能分组。FG3的变化会影响跑步模式,并改变与跑步经济相关的变量,这可能与受伤风险增加有关,并可以指导未来研究量身定制的训练和预防策略。
{"title":"Fatigue effects on angular kinematics in male recreational runners grouped by functional response.","authors":"Alberto Encarnación-Martínez, Esther Sánchez-Ribes, Rubén Bruna-Lázaro, Roberto Sanchis-Sanchis, Jack Ashby, Pedro Pérez-Soriano","doi":"10.1186/s40798-025-00878-x","DOIUrl":"10.1186/s40798-025-00878-x","url":null,"abstract":"<p><strong>Background: </strong>While current evidence on injury risk factors remains limited, this study aims to provide insights into how fatigue-induced changes in biomechanical risk factors (BRF) differ between runners, potentially offering a new approach to understanding the development of running-related injuries. Thirty-nine (N = 39) male recreational runners underwent analysis of lower leg angular kinematics, heart rate, blood lactate levels, and perceived effort before and after a 30-minute exhaustive continuous treadmill running test.</p><p><strong>Results: </strong>Three functional groups (FG) were identified using the K-means algorithm, which grouped participants based on changes in lower limb angular kinematics between pre- and post-fatigue. While FG1 and FG2 exhibited similar behaviours to maintain their usual running dynamics (e.g. no significant changes in hip flexion at touchdown and toe-off, and similar reductions in leg stiffness after fatigue), FG3 showed more pronounced changes, including increased hip flexion (7.4%) and knee flexion (21%) at touch-down, as well as increased knee flexion at maximal knee flexion (6%) and at the toe-off instant (9%) during the running cycle.</p><p><strong>Conclusions: </strong>Fatigue-induced alterations in the considered biomechanical risk factors allow for the functional grouping of recreational athletes. Changes in FG3 impact running patterns and alter running economy-related variables, which may be associated with an increased injury risk and could guide future research into tailored training and preventive strategies.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"107"},"PeriodicalIF":5.9,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12488529/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145200866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting Future Performance in Powerlifting: A Machine Learning Approach. 预测举重的未来表现:一种机器学习方法。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-01 DOI: 10.1186/s40798-025-00903-z
Luca Ferrari, Gianluca Bochicchio, Alberto Bottari, Francesco Lucertini, Silvia Pogliaghi

Background: Powerlifting is a discipline in which athletes aim to lift the maximum weight in 3 exercises: Squat, Bench Press, and Deadlift. Since the introduction of "Classic" powerlifting by the International Powerlifting Federation (IPF) in 2012, there has been an increase in popularity, athlete participation, and attention from sports science research. Previous studies have examined factors influencing the long-term longitudinal adaptation of upper- and lower-body strength, but no one used this information to develop predictive models of future classic powerlifting performances, especially considering the different age, sex, and weight categories, with the final aim of tailoring the medium- and long-term training goals. This study aims to develop and validate a machine learning-based linear regression model to predict single-lift and overall performance in classic powerlifters. The model considered variables such as sex, age, weight, initial strength levels, and competition history. The study also seeks to provide European normative powerlifting performance data across different categories to assist in talent identification and optimization of training.

Results: The final dataset included 54,064 observations from 8,907 unique lifters. Normative data differed between sex, age categories, and initial strength level (p < 0.001). The predictive model demonstrated high predictive accuracy (Root mean Square of Error 10.41 to 19.4; R2 0.90 to 0.94), with no differences between mean values (p 0.733 to 0.930), extremely large correlations (r 0.95 to 0.97), and no significant bias (z-score - 1.78 to - 0.64) between predicted and actual performance values across all lifts.

Conclusions: The developed machine learning model provides valid and accurate predictions of individual powerlifting performance, by accounting for various individual characteristics. The model can assist coaches and athletes in setting realistic training goals and monitoring progress. Moreover, normative data for each lift and total performance were provided, stratified by sex, age, weight category, and initial strength levels, offering valuable benchmarks for athletes and coaches.

背景:力量举重是一门训练,运动员的目标是在三个练习中举起最大的重量:深蹲,卧推和硬举。自2012年国际力量举重联合会(IPF)引入“经典”力量举重以来,它的受欢迎程度、运动员参与程度和运动科学研究的关注度都有所提高。以前的研究已经研究了影响上半身和下半身力量长期纵向适应的因素,但没有人利用这些信息来开发未来经典力量举重表现的预测模型,特别是考虑到不同的年龄、性别和重量类别,最终目的是定制中长期训练目标。本研究旨在开发并验证基于机器学习的线性回归模型,以预测经典举重的单次举升和整体性能。该模型考虑了性别、年龄、体重、初始力量水平和比赛历史等变量。该研究还试图提供欧洲不同类别的规范性举重成绩数据,以帮助识别人才和优化培训。结果:最终的数据集包括来自8,907个独特升降机的54,064个观测结果。规范数据在性别、年龄类别和初始力量水平之间存在差异(p = 0.90至0.94),平均值之间无差异(p = 0.733至0.930),相关性极大(r = 0.95至0.97),所有举重的预测和实际表现值之间无显著偏差(z-score - 1.78至- 0.64)。结论:开发的机器学习模型通过考虑各种个人特征,提供了有效和准确的个人举重表现预测。该模型可以帮助教练员和运动员设定切合实际的训练目标并监控训练进度。此外,根据性别、年龄、重量类别和初始力量水平,提供了每次举重和总成绩的规范数据,为运动员和教练提供了有价值的基准。
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引用次数: 0
The VISA-C Questionnaire: A Self-Administered Assessment to Measure Finger/Hand/Wrist Pain in Climbers. VISA-C问卷:登山者手指/手/手腕疼痛的自我评估。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-01 DOI: 10.1186/s40798-025-00912-y
Natalie K Gilmore, Peter Klimek, Emil Abrahamsson, Keith Baar

Background: Rock climbing places high loads through the hands, wrists, and fingers, leading to high injury rates, with the highest proportion in the fingers. Until now, there has been no attempt to categorize pain in the forearm to assess readiness to train. The purpose of this study was to create a questionnaire, the VISA-C (Victorian Institute of Sports-like Assessment; C for climbing), to measure forearm pain and determine how pain limits training.

Methods: We asked rock climbers aged 18 to 50 years old, who met the participation criteria and gave consent, to complete a survey containing 8 questions. We analyzed data from climbers who responded to the online questionnaire in the 9-week period between November 5, 2024, and January 8, 2025. We obtained a diverse international sample with English-speaking respondents from 54 countries. We included a supplementary questionnaire to compare the survey results against participant demographics, lifestyle, health, and sport-specific history and habits.

Results: We analyzed data from 1,110 climbers who completed the form. VISA-C scores were significantly different as a function of pain. The mean VISA-C score of the group with no pain was the highest (83.21/100), lower in the group reporting some pain (72.28/100), and lowest in the most severe group with activity-limiting pain (60.05/100), indicating our questionnaire scales with pain severity. We then used the secondary data gathered on our participants to search for associations between pain or skill level and demographic, health, and training habits. Of these, only blood pressure was associated with differences in VISA-C scores.

Conclusions: VISA-C score scaled with pain and can be compared broadly across all major demographics. We observed interesting trends in our secondary analyses. Several variables correlated significantly with either VISA-C score or climbing skill level, but none correlated well with both. Many of the variables we compared agreed with existing literature or pointed to novel associations that warrant more investigation.

背景:攀岩给手、手腕和手指带来了高负荷,导致了高伤害率,其中手指的比例最高。到目前为止,还没有尝试对前臂疼痛进行分类,以评估训练的准备情况。本研究的目的是制作一份调查问卷,VISA-C(维多利亚运动类评估研究所;C代表攀岩),以测量前臂疼痛并确定疼痛如何限制训练。方法:选取年龄在18 ~ 50岁之间,符合参与标准并同意的攀岩者,完成一份包含8个问题的问卷调查。我们分析了从2024年11月5日到2025年1月8日这9周时间里,参与在线问卷调查的登山者的数据。我们获得了来自54个国家的多元化国际样本,其中包括说英语的受访者。我们加入了一份补充问卷,将调查结果与参与者的人口统计、生活方式、健康状况和特定运动的历史和习惯进行比较。结果:我们分析了1110名完成表格的登山者的数据。VISA-C评分作为疼痛的函数有显著差异。无疼痛组的平均VISA-C评分最高(83.21/100),有疼痛组的平均VISA-C评分较低(72.28/100),有活动限制疼痛的最严重组的平均VISA-C评分最低(60.05/100)。然后,我们使用从参与者身上收集的次要数据来寻找疼痛或技能水平与人口统计、健康和训练习惯之间的联系。其中,只有血压与VISA-C评分的差异有关。结论:VISA-C评分与疼痛相关,可以在所有主要人群中进行广泛比较。我们在二次分析中观察到有趣的趋势。有几个变量与VISA-C得分或攀爬技能水平显著相关,但没有一个变量与两者都有很好的相关性。我们比较的许多变量与现有文献一致,或者指出了值得进一步研究的新关联。
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引用次数: 0
Effects of Aerobic Exercise Training in Hypoxia Versus Normoxia on Body Composition and Metabolic Health in Overweight and/or Obese Populations: an Updated Meta-Analysis. 低氧与常氧条件下有氧运动训练对超重和/或肥胖人群身体成分和代谢健康的影响:一项最新的荟萃分析
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-10-01 DOI: 10.1186/s40798-025-00918-6
Li Ding, Jin Huang, Bin Chen, Jue Liu, Li Guo, Yinhang Cao, Olivier Girard

Background: While aerobic training is well-established for improving body composition and metabolic health in normoxia, its effectiveness in hypoxia remains unclear.

Objective: This meta-analysis examines whether aerobic training in hypoxia is more effective than in normoxia for improving body composition and metabolic health in overweight and/or obese individuals, and identifies optimal exercise prescription variables.

Methods: A search of five databases was conducted through 10 November 2024. Random-effects meta-analyses evaluated body composition (e.g., body mass and fat mass) and metabolic health markers (e.g., triglycerides and glucose). Subgroup analyses were performed based on hypoxic severity, hypoxic dose, exercise duration, frequency, session length, and age.

Results: Aerobic training in hypoxia resulted in greater reductions in body mass (mean difference [MD] = -0.90, 95% confidence interval [CI]: -1.80 to -0.01), triglycerides (MD = -10.78, 95% CI: -20.68 to -0.88), low-density lipoprotein cholesterol (MD = -3.74, 95% CI: -6.92 to -0.56, p < 0.05), and insulin resistance (MD = -0.22, 95% CI: -0.33 to -0.11) (all p < 0.05), with a trend towards larger fat mass loss (MD = -1.22, 95% CI: -2.59 to 0.15, p = 0.08). These benefits were more prominent in moderate hypoxia (inspired oxygen fraction [FiO2] ≥ 15%), with hypoxic dose ≥ 55 km·h, in individuals < 40 years, and with protocols involving ≥ 4 days/week, ≥ 60-min sessions, and < 8 weeks of training.

Conclusion: Aerobic training in hypoxia is more effective than in normoxia for reducing body mass, fat mass, triglycerides, low-density lipoprotein cholesterol, and insulin resistance in overweight and/or obese individuals. These findings could help inform obesity management strategies using hypoxic training.

背景:虽然有氧训练在常氧环境下可以改善身体成分和代谢健康,但其在缺氧环境下的有效性尚不清楚。目的:本荟萃分析探讨了在低氧条件下有氧训练是否比在正常氧条件下更有效地改善超重和/或肥胖个体的身体成分和代谢健康,并确定最佳运动处方变量。方法:检索5个数据库,截止到2024年11月10日。随机效应荟萃分析评估了身体组成(如体重和脂肪量)和代谢健康指标(如甘油三酯和葡萄糖)。根据缺氧严重程度、缺氧剂量、运动持续时间、频率、运动时长和年龄进行亚组分析。结果:低氧条件下有氧训练导致个体体质量(平均差值[MD] = -0.90, 95%可信区间[CI]: -1.80 ~ -0.01)、甘油三酯(MD = -10.78, 95% CI: -20.68 ~ -0.88)、低密度脂蛋白胆固醇(MD = -3.74, 95% CI: -6.92 ~ -0.56, p 2]≥15%)下降更大,低氧剂量≥55 km·h。在超重和/或肥胖个体中,低氧有氧训练比正常氧下更有效地降低体重、脂肪量、甘油三酯、低密度脂蛋白胆固醇和胰岛素抵抗。这些发现有助于通过低氧训练为肥胖管理策略提供信息。
{"title":"Effects of Aerobic Exercise Training in Hypoxia Versus Normoxia on Body Composition and Metabolic Health in Overweight and/or Obese Populations: an Updated Meta-Analysis.","authors":"Li Ding, Jin Huang, Bin Chen, Jue Liu, Li Guo, Yinhang Cao, Olivier Girard","doi":"10.1186/s40798-025-00918-6","DOIUrl":"10.1186/s40798-025-00918-6","url":null,"abstract":"<p><strong>Background: </strong>While aerobic training is well-established for improving body composition and metabolic health in normoxia, its effectiveness in hypoxia remains unclear.</p><p><strong>Objective: </strong>This meta-analysis examines whether aerobic training in hypoxia is more effective than in normoxia for improving body composition and metabolic health in overweight and/or obese individuals, and identifies optimal exercise prescription variables.</p><p><strong>Methods: </strong>A search of five databases was conducted through 10 November 2024. Random-effects meta-analyses evaluated body composition (e.g., body mass and fat mass) and metabolic health markers (e.g., triglycerides and glucose). Subgroup analyses were performed based on hypoxic severity, hypoxic dose, exercise duration, frequency, session length, and age.</p><p><strong>Results: </strong>Aerobic training in hypoxia resulted in greater reductions in body mass (mean difference [MD] = -0.90, 95% confidence interval [CI]: -1.80 to -0.01), triglycerides (MD = -10.78, 95% CI: -20.68 to -0.88), low-density lipoprotein cholesterol (MD = -3.74, 95% CI: -6.92 to -0.56, p < 0.05), and insulin resistance (MD = -0.22, 95% CI: -0.33 to -0.11) (all p < 0.05), with a trend towards larger fat mass loss (MD = -1.22, 95% CI: -2.59 to 0.15, p = 0.08). These benefits were more prominent in moderate hypoxia (inspired oxygen fraction [FiO<sub>2</sub>] ≥ 15%), with hypoxic dose ≥ 55 km·h, in individuals < 40 years, and with protocols involving ≥ 4 days/week, ≥ 60-min sessions, and < 8 weeks of training.</p><p><strong>Conclusion: </strong>Aerobic training in hypoxia is more effective than in normoxia for reducing body mass, fat mass, triglycerides, low-density lipoprotein cholesterol, and insulin resistance in overweight and/or obese individuals. These findings could help inform obesity management strategies using hypoxic training.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"111"},"PeriodicalIF":5.9,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12488554/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145200888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Sports Medicine - Open
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