Position-based assessment of head impact frequency, severity, type, and location in high school American football.

IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Frontiers in Bioengineering and Biotechnology Pub Date : 2025-01-14 eCollection Date: 2024-01-01 DOI:10.3389/fbioe.2024.1500786
Amirhossein Bagherian, Alireza Abbasi Ghiri, Mohammadreza Ramzanpour, James Wallace, Sammy Elashy, Morteza Seidi, Marzieh Memar
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Abstract

Introduction: Research on head impact characteristics, especially position-specific investigations in football, has predominantly focused on collegiate and professional levels, leaving a gap in understanding the risks faced by high school players. Therefore, this study aimed to investigate the effect of three factors-player position, impact location, and impact type-on the frequency, severity, and characteristics of impacts in high school American football. Additionally, we examined whether and how player position influences the distribution of impact locations and types.

Methods: Sixteen high school football players aged 14 to 17 participated in this study. Validated mouthguard sensors measured head impact kinematics, including linear acceleration, angular acceleration, and angular velocity across ten games, and were used to identify impact locations on the head. Video recordings verified true impacts, player position, and impact type at the moment of each recorded impact. Head impact kinematics were input into a head finite element model to determine the 95th percentile of the maximum principal strain and strain rate. Several novel and systematic approaches, such as normalization, binning, and clustering, were introduced and utilized to investigate the frequency and severity of head impacts across the three aforementioned factors while addressing some of the limitations of previous methodologies in the field. To that end, the number of recorded impacts for each player position during each game was divided by the number of players in that position, and then averaged across ten games. Instead of averaging, impacts were categorized into four severity bins: low, mid-low, mid-high and high. Clusters for the three factors were also identified according to the characteristics of impacts.

Results and discussion: Results revealed that offensive linemen and running backs experienced a higher normalized frequency and more severe impacts across all head kinematics and brain tissue deformation parameters. Frontal impacts, resulting from "head-to-head" impacts, were the most frequent and severe impact locations. The distributions of impact location and type for each specific position were distinct. Offensive linemen had the highest proportion of frontal impacts, while quarterbacks and centerbacks had more impacts at the rear location. These findings can inform interventions in game regulations, training practices, and helmet design to mitigate injury risks in high school football.

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高中美式橄榄球中头部撞击频率、严重程度、类型和位置的体位评估。
引言:关于头部撞击特征的研究,特别是针对足球运动中特定位置的调查,主要集中在大学和专业水平,在了解高中球员面临的风险方面留下了空白。因此,本研究旨在探讨球员位置、冲击位置和冲击类型三个因素对高中美式橄榄球冲击频率、严重程度和特征的影响。此外,我们还检查了玩家位置是否以及如何影响冲击位置和类型的分布。方法:选取16名14 ~ 17岁的高中足球运动员为研究对象。经过验证的护齿传感器测量了头部撞击运动学,包括十场比赛中的线性加速度、角加速度和角速度,并用于识别头部的撞击位置。视频记录验证了真实的撞击,球员的位置,以及每次记录撞击时的撞击类型。将头部碰撞运动学输入头部有限元模型,确定最大主应变和应变率的第95个百分位数。一些新的和系统的方法,如归一化、分形和聚类,被引入并用于调查在上述三个因素中头部撞击的频率和严重程度,同时解决了该领域先前方法的一些局限性。为此,我们将每款游戏中每个玩家位置的记录撞击次数除以该位置的玩家数量,然后在10款游戏中取平均值。不取平均值,而是将影响分为四个严重程度:低、中低、中高和高。根据影响的特征,确定了这三个因素的聚类。结果和讨论:结果显示,进攻线卫和跑卫在所有头部运动学和脑组织变形参数中经历了更高的归一化频率和更严重的影响。正面撞击是最常见和最严重的撞击地点,而正面撞击是由“头对头”撞击造成的。每个具体位置的冲击位置和类型分布不同。进攻锋线队员的正面撞击比例最高,而四分卫和中后卫在后方的撞击比例更高。这些发现可以为游戏规则、训练实践和头盔设计的干预提供信息,以减轻高中足球受伤风险。
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来源期刊
Frontiers in Bioengineering and Biotechnology
Frontiers in Bioengineering and Biotechnology Chemical Engineering-Bioengineering
CiteScore
8.30
自引率
5.30%
发文量
2270
审稿时长
12 weeks
期刊介绍: The translation of new discoveries in medicine to clinical routine has never been easy. During the second half of the last century, thanks to the progress in chemistry, biochemistry and pharmacology, we have seen the development and the application of a large number of drugs and devices aimed at the treatment of symptoms, blocking unwanted pathways and, in the case of infectious diseases, fighting the micro-organisms responsible. However, we are facing, today, a dramatic change in the therapeutic approach to pathologies and diseases. Indeed, the challenge of the present and the next decade is to fully restore the physiological status of the diseased organism and to completely regenerate tissue and organs when they are so seriously affected that treatments cannot be limited to the repression of symptoms or to the repair of damage. This is being made possible thanks to the major developments made in basic cell and molecular biology, including stem cell science, growth factor delivery, gene isolation and transfection, the advances in bioengineering and nanotechnology, including development of new biomaterials, biofabrication technologies and use of bioreactors, and the big improvements in diagnostic tools and imaging of cells, tissues and organs. In today`s world, an enhancement of communication between multidisciplinary experts, together with the promotion of joint projects and close collaborations among scientists, engineers, industry people, regulatory agencies and physicians are absolute requirements for the success of any attempt to develop and clinically apply a new biological therapy or an innovative device involving the collective use of biomaterials, cells and/or bioactive molecules. “Frontiers in Bioengineering and Biotechnology” aspires to be a forum for all people involved in the process by bridging the gap too often existing between a discovery in the basic sciences and its clinical application.
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