Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America.
Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America.
PLoS One. 2022 Sep 9;17(9):e0273918. doi: 10.1371/journal.pone.0273918. eCollection 2022.
The objective of this study was to examine associations of lifetime concussion history (CHx) and an advanced metric of lifetime repetitive head impact exposure with resting-state functional connectivity (rsFC) across the whole-brain and among large-scale functional networks (Default Mode; Dorsal Attention; and Frontoparietal Control) in former collegiate football players. Individuals who completed at least one year of varsity collegiate football were eligible to participate in this observational cohort study (n = 48; aged 36-41 years; 79.2% white/Caucasian; 12.5±4.4 years of football played; all men). Individuals were excluded if they reported history/suspicion of psychotic disorder with active symptoms, contraindications to participation in study procedures (e.g., MRI safety concern), or inability to travel. Each participant provided concussion and football playing histories. Self-reported concussion history was analyzed in two different ways based on prior research: dichotomous "High" (≥3 concussions; n = 28) versus "Low" (<3 concussions; n = 20); and four ordinal categories (0-1 concussion [n = 19]; 2-4 concussions [n = 8]; 5-7 concussions [n = 9]; and ≥8 concussions [n = 12]). The Head Impact Exposure Estimate (HIEE) was calculated from football playing history captured via structured interview. Resting-state fMRI and T1-weighted MRI were acquired and preprocessed using established pipelines. Next, rsFC was calculated using the Seitzman et al., (2020) 300-ROI functional atlas. Whole-brain, within-network, and between-network rsFC were calculated using all ROIs and network-specific ROIs, respectively. Effects of CHx and HIEE on rsFC values were examined using separate multivariable linear regression models, with a-priori α set to 0.05. We observed no statistically significant associations between rsFC outcomes and either CHx or HIEE (ps ≥ .12). Neither CHx nor HIEE were associated with neural signatures that have been observed in studies of typical and pathological aging. While CHx and repetitive head impacts have been associated with changes in brain health in older former athletes, our preliminary results suggest that associations with rsFC may not be present in early midlife former football players.
这项研究的目的是检验终身脑震荡史(CHx)和终身重复性头部撞击暴露的高级指标与前大学生足球运动员全脑和大尺度功能网络(默认模式;背侧注意;和额顶控制)静息态功能连接(rsFC)之间的关联。完成至少一年大学足球的个人有资格参加这项观察队列研究(n=48;年龄 36-41 岁;79.2%为白种人/高加索人;12.5±4.4 年的足球经历;均为男性)。如果个人报告有精神障碍病史/怀疑有活跃症状、有参与研究程序的禁忌症(例如 MRI 安全问题)或无法旅行,则将其排除在外。每位参与者都提供了脑震荡和足球比赛的历史。根据先前的研究,自我报告的脑震荡史以两种不同的方式进行分析:二分法“高”(≥3 次脑震荡;n=28)与“低”(<3 次脑震荡;n=20);和四个有序类别(0-1 次脑震荡[n=19];2-4 次脑震荡[n=8];5-7 次脑震荡[n=9];和≥8 次脑震荡[n=12])。头部撞击暴露估计值(HIEE)是根据通过结构化访谈捕获的足球比赛历史计算得出的。使用既定的管道采集静息态 fMRI 和 T1 加权 MRI,并进行预处理。接下来,使用 Seitzman 等人的方法计算 rsFC。300-ROI 功能图谱。使用所有 ROI 和网络特定 ROI 分别计算全脑、网络内和网络间 rsFC。使用单独的多变量线性回归模型检查 CHx 和 HIEE 对 rsFC 值的影响,预先设定的α值为 0.05。我们没有观察到 rsFC 结果与 CHx 或 HIEE 之间存在统计学上显著的关联(ps≥.12)。CHx 和重复性头部撞击均与典型和病理性衰老研究中观察到的大脑健康变化无关。虽然 CHx 和反复头部撞击与老年前运动员的脑健康变化有关,但我们的初步结果表明,与 rsFC 的关联在中年前足球运动员中可能不存在。