Symptom Trajectories and Their Biopsychosocial Correlates in Pediatric Concussion: An A-CAP Study.

IF 3.8 2区 医学 Q1 CLINICAL NEUROLOGY
Keith Owen Yeates, Ken Tang, Cherri Zhang, Miriam H Beauchamp, William R Craig, Quynh Doan, Stephen B Freedman, Jocelyn Gravel, Ashley L Ware, Roger L Zemek
{"title":"Symptom Trajectories and Their Biopsychosocial Correlates in Pediatric Concussion: An A-CAP Study.","authors":"Keith Owen Yeates, Ken Tang, Cherri Zhang, Miriam H Beauchamp, William R Craig, Quynh Doan, Stephen B Freedman, Jocelyn Gravel, Ashley L Ware, Roger L Zemek","doi":"10.1177/08977151251365530","DOIUrl":null,"url":null,"abstract":"<p><p>This study sought to identify trajectories of symptom status in children and adolescents with concussion across the first 6 months post-injury and to examine their biopsychosocial correlates. The study used data collected as part of a prospective, longitudinal cohort study, Advancing Concussion Assessment in Pediatrics (A-CAP), conducted from 2016 to 2019, which recruited 967 English- or French-speaking children 8.0 to <17 years old with either a concussion (<i>N</i> = 633) or mild orthopedic injury (OI; <i>N</i> = 334) from five pediatric emergency departments (EDs) in Canada. Participants rated post-injury symptoms weekly from 1 week to 3 months and biweekly from 3 to 6 months post-injury. The ratings of children with concussion were classified as symptomatic/asymptomatic relative to retrospective pre-injury symptom ratings using reliable change equations derived from the OI group. A set of 26 biopsychosocial variables, assessed in the ED or at a 1-week visit, was derived from core measures collected in the A-CAP study. They were grouped <i>a priori</i> into clusters of five to seven variables representing four domains (i.e., social determinants of health [SDoH], neurobiological, child psychosocial, and parent/family psychosocial). Symptom trajectories were examined using latent class growth analysis (LCGA). Multinomial logistic regression tested the independent and joint ability of the variables in the four domains to discriminate trajectories. Multiple imputation with chained equations was completed prior to multivariable analyses. Analyses included children with concussion with ≥1 post-injury symptom rating (<i>N</i> = 553; age <i>m</i> = 12.4 years, standard deviation = 2.5; 40.3% female). Based on multiple statistical criteria, as well as parsimony and interpretability, LCGA identified four distinct symptom trajectories: rapid recovery (<i>n</i> = 301, 54%); typical recovery (<i>n</i> = 106, 19%); slow recovery (<i>n</i> = 73, 13%); and chronically symptomatic (<i>n</i> = 73, 13%). Variables in the SDoH, neurobiological, and child psychosocial domains independently discriminated the trajectories (polytomous discrimination index [PDI] = 0.39-0.44). When combined, significant variables from those three domains showed the best overall discrimination (PDI = 0.49). The findings indicate that children with concussion display distinct symptom trajectories that differ on SDoH, neurobiological, and psychosocial variables, confirming that a biopsychosocial model is critical to understanding pediatric concussion recovery and guiding its management. The findings may inform clinical prognosis and suggest potential targets for clinical trials, including post-acute pain and loneliness, to reduce persisting symptoms after concussion.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of neurotrauma","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/08977151251365530","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

This study sought to identify trajectories of symptom status in children and adolescents with concussion across the first 6 months post-injury and to examine their biopsychosocial correlates. The study used data collected as part of a prospective, longitudinal cohort study, Advancing Concussion Assessment in Pediatrics (A-CAP), conducted from 2016 to 2019, which recruited 967 English- or French-speaking children 8.0 to <17 years old with either a concussion (N = 633) or mild orthopedic injury (OI; N = 334) from five pediatric emergency departments (EDs) in Canada. Participants rated post-injury symptoms weekly from 1 week to 3 months and biweekly from 3 to 6 months post-injury. The ratings of children with concussion were classified as symptomatic/asymptomatic relative to retrospective pre-injury symptom ratings using reliable change equations derived from the OI group. A set of 26 biopsychosocial variables, assessed in the ED or at a 1-week visit, was derived from core measures collected in the A-CAP study. They were grouped a priori into clusters of five to seven variables representing four domains (i.e., social determinants of health [SDoH], neurobiological, child psychosocial, and parent/family psychosocial). Symptom trajectories were examined using latent class growth analysis (LCGA). Multinomial logistic regression tested the independent and joint ability of the variables in the four domains to discriminate trajectories. Multiple imputation with chained equations was completed prior to multivariable analyses. Analyses included children with concussion with ≥1 post-injury symptom rating (N = 553; age m = 12.4 years, standard deviation = 2.5; 40.3% female). Based on multiple statistical criteria, as well as parsimony and interpretability, LCGA identified four distinct symptom trajectories: rapid recovery (n = 301, 54%); typical recovery (n = 106, 19%); slow recovery (n = 73, 13%); and chronically symptomatic (n = 73, 13%). Variables in the SDoH, neurobiological, and child psychosocial domains independently discriminated the trajectories (polytomous discrimination index [PDI] = 0.39-0.44). When combined, significant variables from those three domains showed the best overall discrimination (PDI = 0.49). The findings indicate that children with concussion display distinct symptom trajectories that differ on SDoH, neurobiological, and psychosocial variables, confirming that a biopsychosocial model is critical to understanding pediatric concussion recovery and guiding its management. The findings may inform clinical prognosis and suggest potential targets for clinical trials, including post-acute pain and loneliness, to reduce persisting symptoms after concussion.

儿童脑震荡的症状轨迹及其生物心理社会相关性:一项A-CAP研究。
本研究旨在确定儿童和青少年脑震荡后6个月的症状状态轨迹,并检查其生物心理社会相关因素。该研究使用的数据是2016年至2019年进行的前瞻性纵向队列研究“儿科高级脑震荡评估”(a - cap)的一部分,该研究招募了967名英语或法语儿童(8.0至N = 633)或轻度骨科损伤(OI;N = 334)来自加拿大5个儿科急诊科(EDs)。参与者在伤后1周到3个月期间每周评估一次伤后症状,在伤后3到6个月期间每两周评估一次。根据来自成骨不全组的可靠变化方程,将脑震荡儿童的评分分为有症状/无症状,相对于回顾性损伤前症状评分。从A- cap研究中收集的核心测量数据中得出了一组26个生物心理社会变量,在ED或1周的访问中进行了评估。它们被先验地分组为代表四个领域(即健康的社会决定因素[SDoH]、神经生物学、儿童社会心理和父母/家庭社会心理)的5至7个变量的集群。使用潜在类别增长分析(LCGA)检查症状轨迹。多项逻辑回归测试了四个领域中变量的独立和联合能力,以区分轨迹。在进行多变量分析之前,先完成链式方程的多次插补。分析纳入损伤后症状评分≥1的脑震荡儿童(N = 553;年龄m = 12.4岁,标准差= 2.5;40.3%的女性)。基于多种统计标准,以及简约性和可解释性,LCGA确定了四种不同的症状轨迹:快速恢复(n = 301, 54%);典型回收率(n = 106, 19%);恢复缓慢(n = 73,13 %);慢性症状(n = 73,13 %)。SDoH、神经生物学和儿童心理社会领域的变量独立地区分了这些轨迹(多染色体区分指数[PDI] = 0.39-0.44)。当合并时,这三个领域的显著变量显示出最佳的总体歧视(PDI = 0.49)。研究结果表明,脑震荡儿童表现出不同的症状轨迹,在SDoH、神经生物学和社会心理变量上存在差异,证实了生物心理社会模型对理解儿童脑震荡恢复和指导其管理至关重要。研究结果可能为临床预后提供信息,并提出临床试验的潜在目标,包括急性后疼痛和孤独感,以减少脑震荡后的持续症状。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of neurotrauma
Journal of neurotrauma 医学-临床神经学
CiteScore
9.20
自引率
7.10%
发文量
233
审稿时长
3 months
期刊介绍: Journal of Neurotrauma is the flagship, peer-reviewed publication for reporting on the latest advances in both the clinical and laboratory investigation of traumatic brain and spinal cord injury. The Journal focuses on the basic pathobiology of injury to the central nervous system, while considering preclinical and clinical trials targeted at improving both the early management and long-term care and recovery of traumatically injured patients. This is the essential journal publishing cutting-edge basic and translational research in traumatically injured human and animal studies, with emphasis on neurodegenerative disease research linked to CNS trauma.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信