D'Alonzo Bernadette A, Schneider Andrea Lc, Barnett Ian J, Master Christina L, Hamilton Roy H, Wiebe Douglas J
Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Br J Sports Med. 2025 Mar 25;59(7):461-469. doi: 10.1136/bjsports-2024-108351.
Concussion symptoms can be clustered into domains and understanding how multiple symptom domains present clinically may guide more accurate interventions. We investigate the associations between concurrent symptom domains and clinical recovery outcomes, as well as the role of sex in these relationships.
We analysed data from the Ivy League-Big Ten Epidemiology of Concussion Study and included sport-related concussions (SRC) across five academic years 2015-2016/2019-2020 with complete data (n=1160). We used symptoms from the Sport Concussion Assessment Tool 22-symptom evaluation, previously categorised into symptom domains. Symptom profiles characterise how athletes endorse concurrent symptom domains. Outcomes are time (in days) from SRC to symptom resolution, return to academics, and full play.
Females more commonly endorsed headache, sensory, and affective symptom domains. Four classes/symptom profiles emerged: (1) 'low' on all domains, (2) 'high' on headache and sensory domains, (3) 'high' on vestibulo-ocular, cognitive, and sleep domains, and (4) 'high' on all domains. Time to symptom resolution, return to academics, and return to play were consistently shorter among class/symptom profile 1 compared with other classes/profiles. Compared with class/profile 1, the chance of having symptoms resolve was lower among classes/profiles 2, 3, and 4 (HR 0.74, 95% CI 0.63 to 0.88; HR 0.74, 95% CI 0.60 to 0.92; HR 0.50, 95% CI 0.43 to 0.57, respectively). Results were similar for return to academics and full play outcomes. Interactions with sex were not statistically significant.
Four symptom profiles characterised how concussion symptom domains co-occur. We found differences in recovery timelines among these groups, but not by sex. Findings inform and support targeted, symptom domain-specific interventions in concussion management.
脑震荡症状可分为多个领域,了解多个症状领域在临床上的表现方式可能有助于指导更准确的干预措施。我们研究了并发症状领域与临床恢复结果之间的关联,以及性别在这些关系中的作用。
我们分析了常春藤联盟 - 十大联盟脑震荡流行病学研究的数据,纳入了2015 - 2016/2019 - 2020这五个学年中与运动相关的脑震荡(SRC)数据,且数据完整(n = 1160)。我们使用了运动脑震荡评估工具22项症状评估中的症状,这些症状先前已被分类到症状领域。症状概况描述了运动员对并发症状领域的认可情况。结果指标为从SRC到症状缓解、恢复学业和完全恢复比赛的时间(以天为单位)。
女性更常认可头痛、感觉和情感症状领域。出现了四类症状概况:(1)所有领域症状“低”,(2)头痛和感觉领域症状“高”,(3)前庭 - 眼动、认知和睡眠领域症状“高”,(4)所有领域症状“高”。与其他类别/概况相比,第1类症状概况/类别从症状缓解、恢复学业到恢复比赛的时间始终更短。与第1类相比,第2、3和4类症状概况/类别中症状缓解的可能性较低(风险比分别为0.74,95%置信区间0.63至0.88;0.74,95%置信区间0.60至0.92;0.50,95%置信区间0.43至0.57)。恢复学业和完全恢复比赛结果的情况类似。与性别的交互作用无统计学意义。
四类症状概况描述了脑震荡症状领域同时出现的方式。我们发现这些组之间在恢复时间上存在差异,但与性别无关。这些发现为脑震荡管理中的针对性、症状领域特异性干预提供了信息并提供了支持。