Longitudinal neurocognitive trajectories and risk factors in the first three months following pediatric concussion.

IF 1.5 4区 医学 Q4 NEUROSCIENCES Brain injury Pub Date : 2024-08-23 Epub Date: 2024-05-05 DOI:10.1080/02699052.2024.2347553
Daniel A P Geraghty, Vicki Anderson, Katherine Bray, Stephen J C Hearps, Fabian Fabiano, Franz E Babl, Gavin A Davis, Georgia M Parkin, Vanessa C Rausa, Nick Anderson, Vera Ignjatovic, Marc Seal, Michael Takagi
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Abstract

Objective: To identify differential trajectories of neurocognitive outcomes following pediatric concussion and investigate predictors associated with patterns of recovery up to 3 months.

Methods: 74 participants aged 8-17 years completed attention/working memory, processing speed, and executive function measures at 2 weeks, 1 month, and 3 months post-injury. We used principal component analysis to generate a composite of information processing. Group-based trajectory modeling identified latent trajectories. Multinominal logistic regression was used to examine associations between risk factors and trajectory groups.

Results: We identified three trajectories of neurocognitive outcomes. The medium (54.6%) and high improving groups (35.8%) showed ongoing increase in information processing, while the low persistent group showed limited change 3 months post-injury. This group recorded below average scores on Digit Span Forward and Backward at 3 months. History of pre-injury headache was significantly associated with the persistent low scoring group, relative to the medium improving (p = 0.03) but not the high improving group (p = 0.09).

Conclusions: This study indicates variability in neurocognitive outcomes according to three differential trajectories, with groups partially distinguished by preexisting child factors (history of frequent headaches). Modelling that accounts for heterogeneity in individual outcomes is essential to identify clinically meaningful indices that are indicative of children requiring intervention.

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小儿脑震荡后头三个月的纵向神经认知轨迹和风险因素。
目的方法:74 名 8-17 岁的参与者分别在受伤后 2 周、1 个月和 3 个月完成了注意力/工作记忆、处理速度和执行功能测量。我们使用主成分分析法得出了信息处理的综合结果。基于群体的轨迹建模确定了潜在轨迹。多项式逻辑回归用于研究风险因素与轨迹组之间的关联:结果:我们确定了三种神经认知结果轨迹。中度改善组(54.6%)和高度改善组(35.8%)的信息处理能力持续增强,而低持续组在受伤后 3 个月内变化有限。该组在 3 个月时的数字跨度正向和反向得分低于平均水平。相对于中度改善组(p = 0.03),持续低分组与受伤前头痛史有显著相关性,但与高度改善组无显著相关性(p = 0.09):本研究表明,神经认知结果的变化取决于三种不同的轨迹,其中部分组别取决于先前存在的儿童因素(频繁头痛史)。建立考虑到个体结果异质性的模型对于确定具有临床意义的指数至关重要,这些指数表明儿童需要干预。
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来源期刊
Brain injury
Brain injury 医学-康复医学
CiteScore
3.50
自引率
5.30%
发文量
148
审稿时长
12 months
期刊介绍: Brain Injury publishes critical information relating to research and clinical practice, adult and pediatric populations. The journal covers a full range of relevant topics relating to clinical, translational, and basic science research. Manuscripts address emergency and acute medical care, acute and post-acute rehabilitation, family and vocational issues, and long-term supports. Coverage includes assessment and interventions for functional, communication, neurological and psychological disorders.
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