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Design and evaluation of leadership development program using co-creation approaches for an athlete leadership group among elite high school rugby teams. 精英高中橄榄球队运动员领导团队领导力发展项目的设计与评估。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1770549
Toshiaki Hirose, Yasutaka Ojio, David Lavallee, Naohiko Kohtake

Introduction: Captains and athlete leaders in Japanese high school rugby teams are often expected to lead without formal leadership training, resulting in role ambiguity and uneven psychological burden. This study designed and evaluated the feasibility and acceptability of a fully online, theory-driven leadership development program using co-creation approaches for an athlete leadership group.

Methods: Thirty-three leaders (8 captains, 25 athlete leaders) from eight competitive high school rugby teams completed the program. Two delivery patterns were identified: a brief intervention group (n = 13), which completed a five-step program, and an intervention group (n = 20), which engaged in repeated cycles including action implementation, monitoring, collective reflection, and replanning. A mixed-methods evaluation combined stepwise process ratings with semi-structured interviews of leaders and coaches.

Results: Participants perceived improved role clarity, ownership of leadership behaviors, enhanced communication, and more effective distribution of responsibilities. Moreover, participants in the intervention group which conducted repeated cycles reported to exhibit more stable behavioral enactment, greater peer involvement, and more relational leadership practices. Captains reported reduced psychological burden as leadership became more shared, and coaches observed enhanced autonomy and player-driven coordination.

Discussion: These findings suggest that this program was feasible and acceptable. Brief delivery initiated meaningful insights and short-term behavioral change, while the sustained cycle produced broader impact within teams. Earlier-season, longer-duration implementation may further support youth rugby talent development and the cultivation of sustainable shared leadership structures.

简介:日本高中橄榄球队的队长和运动员领袖往往没有接受过正式的领导训练,导致角色模糊和心理负担不均。本研究设计并评估了一个完全在线的、理论驱动的领导力发展计划的可行性和可接受性,该计划使用共同创造的方法为运动员领导小组设计。方法:来自8支高中橄榄球队的33名领队(队长8名,运动员领队25名)完成项目。确定了两种交付模式:一个简短的干预组(n = 13),完成了一个五步计划,另一个干预组(n = 20),参与了包括行动实施、监测、集体反思和重新规划在内的重复循环。混合方法评估结合了逐步过程评级和对领导者和教练的半结构化访谈。结果:参与者感知到改进的角色清晰度,领导行为的所有权,加强沟通,更有效地分配责任。此外,进行重复循环的干预组参与者表现出更稳定的行为制定,更多的同伴参与和更多的关系领导实践。队长们报告说,随着领导权变得更加共享,心理负担减轻了,教练们观察到自主性和球员驱动的协调能力增强了。讨论:这些发现表明该方案是可行和可接受的。简短的交付引发了有意义的见解和短期的行为改变,而持续的周期在团队内部产生了更广泛的影响。更早的赛季,更长的实施时间可以进一步支持青少年橄榄球人才的发展和可持续的共同领导结构的培养。
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引用次数: 0
Editorial: Impact of blood flow restriction device features and methodological considerations on acute- and longitudinal responses to blood flow restricted exercise. 社论:血流限制装置的特点和方法考虑对血流限制运动的急性和纵向反应的影响。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1807687
Nicholas Rolnick, Tim Werner, Matthew Clarkson, Luke Hughes
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引用次数: 0
Reevaluating sport tourism advancement in emerging destinations: a community-focused framework for sustainable value generation. 重新评估新兴目的地的体育旅游发展:一个以社区为中心的可持续价值产生框架。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1795290
Qodirov Azizjon Anvarovich, Urakova Dilfuza Bakhriddinovna
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引用次数: 0
Changes in lower-limb neuromuscular performance from pre-season to the end of the early competitive period in elite male professional soccer players. 优秀男性职业足球运动员从赛季前到比赛初期结束下肢神经肌肉表现的变化。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-05 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1722539
Rodrigo Ferrari, William Borges da Silva, Leandro de Oliveira Carpes, Cíntia Lazzari, Anderson Donelli Silveira

Background: The increasing compression of the pre-season period due to congested calendars may induce significant neuromuscular fatigue, potentially compromising player readiness for competition.

Objectives: This study aimed to investigate the variation in neuromuscular performance in elite professional Brazilian male soccer players throughout the pre-season and at the end of the first competition of the year.

Methods: Thirteen outfield soccer players (3 defenders, 5 midfielders and 5 forwards) from a single Brazilian first-division team were included in the study. Neuromuscular performance was evaluated using a comprehensive set of countermovement jump (CMJ) variables and isometric hip adduction/abduction strength at three time points: the start of the pre-season (T1), the end of the pre-season (T2), and following the end of first competition of the season (T3).

Results: In T2, CMJ values significantly decreased compared to T1 for jump height, RSI modified, take-off peak force, peak power, and concentric peak velocity (p < 0.05). In T3, peak power and concentric peak velocity remained reduced, while eccentric duration increased compared to T1 (p < 0.05). Regarding hip strength, no significant changes were observed for adduction or abduction peak forces across the assessed time points (p > 0.05), indicating a maintenance of isometric strength levels.

Conclusion: The findings indicate that an intensive and short pre-season induced a state of neuromuscular fatigue in elite soccer players, and the subsequent competitive period resulted in an incomplete recovery for most of the CMJ neuromuscular variables.

背景:由于赛程拥挤,季前赛的时间越来越短,这可能会导致严重的神经肌肉疲劳,潜在地影响球员的比赛准备。目的:本研究旨在调查巴西优秀职业男子足球运动员在整个季前赛和年度第一场比赛结束时神经肌肉表现的变化。方法:选取巴西一支甲级球队的13名外场球员(3名后卫、5名中场和5名前锋)进行研究。在三个时间点:季前赛开始(T1)、季前赛结束(T2)和赛季第一场比赛结束(T3),使用一套全面的反动作跳跃(CMJ)变量和髋关节内收/外展强度来评估神经肌肉性能。结果:与T1相比,T2的CMJ值在起跳高度、RSI修正、起飞峰值力、峰值功率和同心峰值速度方面均显著降低(p p p > 0.05),表明其维持了等距强度水平。结论:高强度和短时间的季前赛导致了精英足球运动员神经肌肉疲劳状态,随后的比赛期导致了大多数CMJ神经肌肉变量的不完全恢复。
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引用次数: 0
Accelerometer-measured physical activity: comparing young adult football players and non-athletic peers. 加速度计测量的身体活动:比较年轻成年足球运动员和非运动同龄人。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-05 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1797369
Sasa Jovanovic, Cerasela Domokos, Željko Sekulić, Martin Domokos, Boštjan Šimunič

While physical inactivity represents a global health concern, the relationship between structured sports participation and overall physical activity patterns remains unclear. This study examined whether football practice enhances adherence to physical activity guidelines and influences lifestyle activity patterns beyond structured practice sessions. Twenty-seven participants [football players (EG) n = 16, age 23.4 ± 2.7 years; non-athletes (CG) n = 11, age 24.1 ± 3.2 years] wore accelerometers for seven consecutive days. Physical activity parameters including overall physical activity (OPA), physical inactivity (PI), light physical activity (LPA), moderate physical activity (MPA), vigorous physical activity (VPA), and moderate-to-vigorous physical activity (MVPA) were assessed using validated cut-points. Data were analyzed using multivariate GLM procedures, with separate analyses conducted including and excluding structured practice sessions. Both groups exceeded recommendations for MPA (EG: 449.3 ± 98.8 min/week, p < 0.001; CG: 414.6 ± 86.4 min/week, p = 0.002). However, neither group met VPA recommendations of ≥75 min/week (EG: 60.6 ± 20.5 min/week, 19.3% deficit; CG: 2.8 ± 3.6 min/week, 96.3% deficit). Football players demonstrated 2,064% higher VPA than non-athletes (p < 0.001, η 2 = 0.761). Critically, even when practice sessions were excluded, EG maintained significantly higher VPA (13.6 vs. 2.8 min/week, p = 0.076) and overall activity levels compared to CG, while exhibiting 46.76% lower LPA (p = 0.001, η 2 = 0.376). Structured football participation creates positive transfer effects extending beyond practice contexts, with athletes maintaining higher activity intensities during periods without practice. However, insufficient VPA across both populations highlights the need for targeted interventions to optimize physical activity profiles. These findings support sports participation as a public health strategy while emphasizing the importance of specific high-intensity activity promotion to meet international guidelines.

虽然缺乏身体活动是一个全球性的健康问题,但有组织的体育活动参与与整体身体活动模式之间的关系尚不清楚。这项研究考察了足球训练是否能提高人们对体育锻炼指南的依从性,并影响到结构化训练之外的生活方式活动模式。27例参与者[足球运动员(EG) n = 16,年龄23.4±2.7岁;非运动员(CG) (n = 11,年龄24.1±3.2岁)连续7天佩戴加速度计。身体活动参数包括总体身体活动(OPA)、身体不活动(PI)、轻度身体活动(LPA)、中度身体活动(MPA)、剧烈身体活动(VPA)和中度至剧烈身体活动(MVPA)。使用多变量GLM程序对数据进行分析,并对包括和不包括结构化练习课程的数据进行单独分析。两组MPA均超过推荐值(EG: 449.3±98.8 min/week, p p = 0.002)。然而,两组均未达到VPA推荐≥75 min/week (EG: 60.6±20.5 min/week, 19.3%的缺损;CG: 2.8±3.6 min/week, 96.3%的缺损)。足球运动员的VPA比非运动员高2064% (p η 2 = 0.761)。关键的是,即使排除练习时间,与CG相比,EG保持了显著较高的VPA (13.6 vs. 2.8 min/week, p = 0.076)和总体活动水平,而LPA降低46.76% (p = 0.001, η 2 = 0.376)。结构化的足球参与创造了积极的转移效应,延伸到练习之外,运动员在没有练习的时期保持更高的活动强度。然而,这两个人群的VPA不足突出了有针对性的干预措施以优化身体活动概况的必要性。这些发现支持体育参与作为一项公共卫生战略,同时强调促进特定高强度活动以满足国际准则的重要性。
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引用次数: 0
Editorial: Harnessing artificial intelligence in sports science: enhancing performance, health, and education. 社论:在体育科学中利用人工智能:提高成绩、健康和教育。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-05 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1780876
José Eduardo Teixeira, Pedro Forte, Ricardo Ferraz, Ryland Morgans, Luís Branquinho
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引用次数: 0
Decoding the perceived value of Wushu short videos and its influencing factors: an interpretable machine learning analysis based on TikTok videos. 解读武术短视频的感知价值及其影响因素——基于TikTok视频的可解释性机器学习分析
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-05 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1688807
Yang Chen, Han Wu, Shang Xiang

Introduction: Short video platforms have become a key medium for the dissemination of Chinese Wushu culture. However, audience perceptions of Wushu short videos remain underexplored. This study aims to explore how audiences perceive value in Wushu short videos.

Methods: Drawing on perceived value theory and Lasswell's 5W model, this study examines how communicator competence, narrative elements, multimodal features, and audience cultural background collectively shape the perceived value of Wushu short videos. We collected 412 Wushu short videos and 236,627 user comments from TikTok, and analyzed the data using machine learning methods.

Results: First, through topic clustering and sentiment analysis, we identified three perceived value dimensions: knowledge expansion value, physical and health value, and emotional experience value. These dimensions were unevenly recognized: emotional experience value received the most positive feedback, while knowledge expansion and health values were less acknowledged. Second, LightGBM regression and SHAP interpretability analysis showed that audience cultural background had the strongest impact on value perception, with cultural diversity as the most critical predictor. Communicator competence was the second most influential factor, in which social capital exhibited a negative correlation. Among narrative elements, traditional Chinese Wushu artist imagery enhanced perceived value, and female or mixed-gender presentations performed better than male-only presentations. Multimodal features showed limited influence.

Discussion: These findings enrich the theoretical research on Wushu cultural communication. They also provide practical guidance for content creators to optimize Wushu short video dissemination strategies, including cultural image presentation, gender diversification, publishing strategies, and community building.

短视频平台已经成为中国武术文化传播的重要媒介。然而,观众对武术短视频的看法仍未得到充分探讨。本研究旨在探讨观众对武术短视频的价值感知。方法:运用感知价值理论和Lasswell的5W模型,考察传播者能力、叙事要素、多模态特征、受众文化背景等因素对武术短视频感知价值的共同影响。我们从TikTok上收集了412个武术短视频和236627条用户评论,并使用机器学习方法对数据进行分析。结果:首先,通过主题聚类和情感分析,我们确定了三个感知价值维度:知识扩展价值、身体健康价值和情感体验价值。这些维度的认可程度不均匀:情感体验价值得到了最积极的反馈,而知识扩展和健康价值得到的认可程度较低。其次,LightGBM回归和SHAP可解释性分析表明,受众文化背景对价值感知的影响最大,文化多样性是最重要的预测因子。交际能力是影响交际能力的第二大因素,社会资本对交际能力的影响为负相关。在叙事元素中,中国传统武术艺术家形象提升了感知价值,女性或混合性别呈现优于男性呈现。多模式特征的影响有限。讨论:这些发现丰富了武术文化传播的理论研究。为内容创作者优化武术短视频传播策略提供了实践指导,包括文化形象呈现、性别多元化、发布策略、社区建设等。
{"title":"Decoding the perceived value of Wushu short videos and its influencing factors: an interpretable machine learning analysis based on TikTok videos.","authors":"Yang Chen, Han Wu, Shang Xiang","doi":"10.3389/fspor.2026.1688807","DOIUrl":"https://doi.org/10.3389/fspor.2026.1688807","url":null,"abstract":"<p><strong>Introduction: </strong>Short video platforms have become a key medium for the dissemination of Chinese Wushu culture. However, audience perceptions of Wushu short videos remain underexplored. This study aims to explore how audiences perceive value in Wushu short videos.</p><p><strong>Methods: </strong>Drawing on perceived value theory and Lasswell's 5W model, this study examines how communicator competence, narrative elements, multimodal features, and audience cultural background collectively shape the perceived value of Wushu short videos. We collected 412 Wushu short videos and 236,627 user comments from TikTok, and analyzed the data using machine learning methods.</p><p><strong>Results: </strong>First, through topic clustering and sentiment analysis, we identified three perceived value dimensions: knowledge expansion value, physical and health value, and emotional experience value. These dimensions were unevenly recognized: emotional experience value received the most positive feedback, while knowledge expansion and health values were less acknowledged. Second, LightGBM regression and SHAP interpretability analysis showed that audience cultural background had the strongest impact on value perception, with cultural diversity as the most critical predictor. Communicator competence was the second most influential factor, in which social capital exhibited a negative correlation. Among narrative elements, traditional Chinese Wushu artist imagery enhanced perceived value, and female or mixed-gender presentations performed better than male-only presentations. Multimodal features showed limited influence.</p><p><strong>Discussion: </strong>These findings enrich the theoretical research on Wushu cultural communication. They also provide practical guidance for content creators to optimize Wushu short video dissemination strategies, including cultural image presentation, gender diversification, publishing strategies, and community building.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"8 ","pages":"1688807"},"PeriodicalIF":2.6,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12999881/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147498614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Patellofemoral joint forces during running are not different between adolescents with and without patellofemoral pain-a cross-sectional study. 跑步时髌骨关节力在有和没有髌骨疼痛的青少年之间没有区别——一项横断面研究。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-05 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1762881
Natalie Mazzella, Danielle Trowell, Aaron Fox, Natalie Saunders, Bill Vicenzino, Jason Bonacci

Introduction: The purpose of this study was to determine if adolescents (aged 12-18 years) with patellofemoral pain demonstrate greater peak and cumulative patellofemoral joint forces when compared to asymptomatic adolescents during running.

Methods: Twenty-six adolescents with patellofemoral pain (14 male, 12 female, mean ± standard deviation age: 14.4 ± 1.7 years) and 24 asymptomatic adolescents (13 male, 11 female, mean ± standard deviation age: 14.1 ± 1.6 years) participated in this cross-sectional study. Participants ran on an instrumented treadmill in a traditional athletic shoe while kinematic and kinetic data were collected. Peak knee flexion angle, peak internal knee extension moment, and cumulative and peak patellofemoral joint force were compared between groups using a one-way analysis of covariance (α = 0.05). The mean difference (MD) with 95% confidence intervals [95% CI] and standardised mean differences (SMD) were calculated to express the magnitude of difference between groups.

Results: Peak patellofemoral joint force [MD = -0.22 (-0.33, 0.77) N/kg] and cumulative patellofemoral joint force [MD = -6.26 (-37.47, 50.00) Bw.s/km] were not different between adolescents with patellofemoral pain and asymptomatic adolescents. Peak knee flexion [MD = 0.19 (-2.72, 2.33) deg] and knee extension moment [MD = -0.11 (-0.07, 0.29) Nm/kg] were also not different between groups.

Discussion: Greater patellofemoral joint forces during running are not evident in adolescents with patellofemoral pain when compared to asymptomatic adolescents.

简介:本研究的目的是确定患有髌骨疼痛的青少年(12-18岁)在跑步时是否比无症状的青少年表现出更大的峰值和累积髌骨关节力。方法:26例髌骨股痛青少年(男14例,女12例,平均±标准差年龄14.4±1.7岁)和24例无症状青少年(男13例,女11例,平均±标准差年龄14.1±1.6岁)参与横断面研究。参与者穿着传统运动鞋在装有仪器的跑步机上跑步,同时收集运动学和动力学数据。采用单因素协方差分析比较两组间膝关节屈曲角峰值、膝关节内伸力矩峰值、髌股关节力累积值和峰值值的差异(α = 0.05)。计算具有95%置信区间[95% CI]的平均差(MD)和标准化平均差(SMD),以表示组间差异的大小。结果:峰值髌股关节力[MD = -0.22 (-0.33, 0.77) N/kg]和累计髌股关节力[MD = -6.26 (-37.47, 50.00) Bw]。S /km]在髌股疼痛青少年和无症状青少年之间无差异。膝关节屈曲峰值[MD = 0.19(-2.72, 2.33)度]和膝关节伸直力矩[MD = -0.11 (-0.07, 0.29) Nm/kg]组间差异无统计学意义。讨论:与无症状的青少年相比,有髌骨股疼痛的青少年在跑步时髌骨股关节受力不明显。
{"title":"Patellofemoral joint forces during running are not different between adolescents with and without patellofemoral pain-a cross-sectional study.","authors":"Natalie Mazzella, Danielle Trowell, Aaron Fox, Natalie Saunders, Bill Vicenzino, Jason Bonacci","doi":"10.3389/fspor.2026.1762881","DOIUrl":"https://doi.org/10.3389/fspor.2026.1762881","url":null,"abstract":"<p><strong>Introduction: </strong>The purpose of this study was to determine if adolescents (aged 12-18 years) with patellofemoral pain demonstrate greater peak and cumulative patellofemoral joint forces when compared to asymptomatic adolescents during running.</p><p><strong>Methods: </strong>Twenty-six adolescents with patellofemoral pain (14 male, 12 female, mean <i>±</i> standard deviation age: 14.4 <i>±</i> 1.7 years) and 24 asymptomatic adolescents (13 male, 11 female, mean ± standard deviation age: 14.1 <i>±</i> 1.6 years) participated in this cross-sectional study. Participants ran on an instrumented treadmill in a traditional athletic shoe while kinematic and kinetic data were collected. Peak knee flexion angle, peak internal knee extension moment, and cumulative and peak patellofemoral joint force were compared between groups using a one-way analysis of covariance (<i>α</i> = 0.05). The mean difference (MD) with 95% confidence intervals [95% CI] and standardised mean differences (SMD) were calculated to express the magnitude of difference between groups.</p><p><strong>Results: </strong>Peak patellofemoral joint force [MD = -0.22 (-0.33, 0.77) N/kg] and cumulative patellofemoral joint force [MD = -6.26 (-37.47, 50.00) Bw.s/km] were not different between adolescents with patellofemoral pain and asymptomatic adolescents. Peak knee flexion [MD = 0.19 (-2.72, 2.33) deg] and knee extension moment [MD = -0.11 (-0.07, 0.29) Nm/kg] were also not different between groups.</p><p><strong>Discussion: </strong>Greater patellofemoral joint forces during running are not evident in adolescents with patellofemoral pain when compared to asymptomatic adolescents.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"8 ","pages":"1762881"},"PeriodicalIF":2.6,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12999878/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147498633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial: Digital transformation in sports coaching-enhancing coach learning and athlete development. 社论:体育教练的数字化转型——促进教练学习和运动员发展。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-05 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1785591
Koon Teck Koh, Tarkington J Newman, Fernando Santos
{"title":"Editorial: Digital transformation in sports coaching-enhancing coach learning and athlete development.","authors":"Koon Teck Koh, Tarkington J Newman, Fernando Santos","doi":"10.3389/fspor.2026.1785591","DOIUrl":"https://doi.org/10.3389/fspor.2026.1785591","url":null,"abstract":"","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"8 ","pages":"1785591"},"PeriodicalIF":2.6,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12999897/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147498644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Case Report: Stage-by-stage fueling, glucose dynamics, and next-day metabolism and biomarker responses after baseline testing in an 18.5-hour Swedish classic tetrathlon. 病例报告:在18.5小时的瑞典经典四项全能基线测试后,分阶段加油,葡萄糖动力学,第二天代谢和生物标志物反应。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-03-05 eCollection Date: 2026-01-01 DOI: 10.3389/fspor.2026.1733702
Jonny Trinh, Fredrik Edin, Ulrika Andersson-Hall, Stefan Pettersson

Background: Amateur ultra-endurance (UE) athletes often exhibit suboptimal fueling, particularly inadequate carbohydrate (CHO) intake, during competition. Integrated real-world datasets that combine weighed-back, stage-specific fueling with blinded continuous glucose monitoring (CGM) and next-day oral glucose tolerance test (OGTT) including indirect calorimetry in a condensed multi-discipline UE setting are scarce.

Case presentation: A 37-year-old amateur athlete completed a tightly timed "Swedish Classic" on official race courses within 18:30 h:min (18.5 h)-316 km road cycling, 3 km open-water swimming, 84 km roller-skiing, and 30 km trail running-with helicopter transfers between stages [433 km total; 15:01 h:min (15.0 h) active exercise]. Fasting laboratory tests were performed at 07:30 on the mornings before and after the attempt, including venous blood sampling, dual-energy x-ray absorptiometry (DXA), and a 75-g oral glucose tolerance test (OGTT; 120 min) with indirect calorimetry. Weighed-back nutrition and hydration, CGM, heart rate (HR), body mass (BM), and stage logistics were recorded throughout.

Results: Total energy intake was 5,825 kcal with 1,051 g CHO (13.8 g·kg-1), averaging 57 g·h-1 including transfers and 50 g·h-1 during exercise. BM decreased by 2.5 kg (-3.8%). CGM showed stable glucose during cycling, swimming, and roller-skiing, with transient hypoglycaemia confined to the final run. Mean relative HR across all events was 72 ± 6%, and gastrointestinal symptoms were minimal. Next-day OGTT total glucose AUC was unchanged but showed a higher early peak and earlier nadir. Indirect calorimetry indicated reduced CHO oxidation (-28%) and increased fat oxidation (+47%). Inflammatory and muscle-damage markers increased, while cardiac troponin I remained within reference limits.

Conclusion: In this condensed UE tetrathlon case, discipline-specific feeding opportunities, rather than generic hourly targets, largely determined achievable CHO delivery, and glycaemic excursions occurred only during the terminal running stage. This integrated case provides a reference observation to inform logistics-aware fueling plans and to motivate prospective studies evaluating whether real-time CGM with predefined decision rules improves late-stage fueling and glycaemic stability in UE events.

背景:业余超耐力(UE)运动员在比赛中经常表现出不理想的燃料,特别是碳水化合物(CHO)摄入不足。在浓缩的多学科UE环境中,将称重、特定阶段的补充与盲法连续血糖监测(CGM)和次日口服葡萄糖耐量试验(OGTT)结合起来的综合真实世界数据集(包括间接量热法)是稀缺的。案例介绍:一名37岁的业余运动员在官方赛道上以18:30 h:min (18.5 h)完成了严格规定时间的“瑞典经典”比赛——316公里公路自行车、3公里公开水域游泳、84公里轮滑和30公里越野跑——各赛段之间有直升机转场[总共433公里];[15:01:最小(15.0小时)积极运动]。在尝试前后的早晨07:30进行空腹实验室检查,包括静脉血取样、双能x线吸收仪(DXA)、75 g口服葡萄糖耐量试验(OGTT; 120 min)和间接量热法。称重后的营养和水合作用、CGM、心率(HR)、体重(BM)和阶段物流均被记录下来。结果:总能量摄入为5,825 kcal, CHO为1,051 g (13.8 g·kg-1),平均57 g·h-1(含转移),运动时平均50 g·h-1。体重减少2.5 kg(-3.8%)。CGM在骑自行车、游泳和滑旱冰时血糖稳定,短暂性低血糖局限于最后一次跑步。所有事件的平均相对HR为72±6%,胃肠道症状最小。次日OGTT总葡萄糖AUC无变化,但呈现出较高的早期峰值和较早的最低点。间接量热法显示CHO氧化降低(-28%),脂肪氧化增加(+47%)。炎症和肌肉损伤标志物增加,而心肌肌钙蛋白I保持在参考范围内。结论:在这个浓缩的UE四体病例中,特定学科的喂养机会,而不是一般的每小时目标,在很大程度上决定了可实现的CHO递送,血糖偏离只发生在跑步末期。该综合案例提供了一个参考观察,为物流感知加油计划提供信息,并激发前瞻性研究,评估具有预定义决策规则的实时CGM是否能改善UE事件中后期加油和血糖稳定性。
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引用次数: 0
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Frontiers in Sports and Active Living
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