Department of Epidemiology and Population Health, Albert Einstein College of Medicine, USA; Department of Systems & Computational Biology, Albert Einstein College of Medicine, USA.
Gruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine and Montefiore Medical Center, USA; Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, USA.
J Sci Med Sport. 2022 Nov;25(11):935-941. doi: 10.1016/j.jsams.2022.08.011. Epub 2022 Aug 26.
To determine the impact of 12-month heading exposure on short-term learning.
A total of 105 active amateur soccer players, 45 women and 60 men, were administered an EMA-based test of working memory, a version of the two-back, once daily for 14 days.
Heading exposure of the participants was assessed using "HeadCount", a validated structured questionnaire at the baseline visits. The short-term rate of learning of each individual is quantified by first fitting a quadratic model to the daily performance on the two-back test over a two-week period, then taking the instantaneous rate of the quadratic function at the 7th test. A linear regression model was used to test the association of heading exposure with rates of learning, including age, sex, years of education and history of concussion as covariates, as well as variables describing soccer play and heading within the two-week period. Sensitivity analyses were performed using different methods for quantifying the learning effects and different transformations on 12-month heading exposure.
Greater 12-month heading was associated with lower rates of learning among women (p = 0.008) but not among men (p = 0.74).
We have identified evidence for an adverse, albeit subclinical, effect of soccer heading on brain function among young adult players, which selectively affects women in our sample.
确定 12 个月的头球暴露对短期学习的影响。
共有 105 名活跃的业余足球运动员,45 名女性和 60 名男性,每天接受一次基于 EMA 的工作记忆测试,为期 14 天。
在基线访问时,使用“HeadCount”对参与者的头球暴露进行评估,这是一种经过验证的结构化问卷。通过对两周内的两次回溯测试的每日表现拟合二次模型,然后在第 7 次测试时取二次函数的瞬时速率,来量化每个人的短期学习速度。使用线性回归模型,包括年龄、性别、受教育年限和脑震荡史作为协变量,以及描述两周内足球比赛和头球的变量,来测试头球暴露与学习速度的关联。使用不同的方法量化学习效果和对 12 个月头球暴露的不同变换进行了敏感性分析。
12 个月的头球暴露与女性(p=0.008)而不是男性(p=0.74)的学习速度较慢有关。
我们已经发现了足球头球对年轻成年运动员大脑功能的不利影响(尽管是亚临床的)的证据,在我们的样本中,这种影响对女性有选择性。