White matter fiber morphology in persisting postconcussive symptoms and posttraumatic headache after pediatric concussion: a fixel-based analysis.

IF 2.1 3区 医学 Q3 CLINICAL NEUROLOGY Journal of neurosurgery. Pediatrics Pub Date : 2024-07-26 Print Date: 2024-10-01 DOI:10.3171/2024.6.PEDS2499
Feiven Fan, Richard Beare, Sila Genc, Jesse S Shapiro, Michael Takagi, Stephen J C Hearps, Georgia M Parkin, Vanessa C Rausa, Nicholas Anderson, Fabian Fabiano, Kevin Dunne, Gavin A Davis, Franz E Babl, Vera Ignjatovic, Marc Seal, Vicki Anderson
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Abstract

Objective: Posttraumatic headache (PTH) represents the most common acute and persistent postconcussive symptom (PCS) in children after concussion, yet there remains a lack of valid and objective biomarkers to facilitate risk stratification and early intervention in this patient population. Fixel-based analysis of diffusion-weighted imaging, which overcomes constraints of traditional diffusion tensor imaging analyses, can improve the sensitivity and specificity of detecting white matter changes postconcussion. The aim of this study was to investigate whole-brain and tract-based differences in white matter morphology, including fiber density (FD) and fiber bundle cross-section (FC) area in children with PCSs and PTH at 2 weeks after concussion.

Methods: This prospective longitudinal study recruited children aged 5-18 years who presented to the emergency department of a tertiary pediatric hospital with a concussion sustained within the previous 48 hours. Participants underwent diffusion-weighted MRI at 2 weeks postinjury. Whole-brain white matter statistical analysis was performed at the level of each individual fiber population within an image voxel (fixel) to compute FD, FC, and a combined metric (FD and bundle cross-section [FDC]) using connectivity-based fixel enhancement. Tract-based Bayesian analysis was performed to examine FD in 23 major white matter tracts.

Results: Comparisons of 1) recovered (n = 27) and symptomatic (n = 16) children, and those with 2) PTH (n = 13) and non-PTH (n = 30; overall mean age 12.99 ± 2.70 years, 74% male) found no fiber-specific white matter microstructural differences in FD, FC, or FDC at 2 weeks postconcussion, when adjusting for age and sex (family-wise error rate corrected p value > 0.05). Tract-based Bayesian analysis showed evidence of no effect of PTH on FD in 10 major white matter tracts, and evidence of no effect of recovery group on FD in 3 white matter tracts (Bayes factor < 1/3).

Conclusions: Using whole-brain fixel-wise and tract-based analyses, these findings indicate that fiber-specific properties of white matter microstructure are not different between children with persisting PCSs compared with recovered children 2 weeks after concussion. These data extend the limited research on white matter fiber-specific morphology while overcoming limitations inherent to traditional diffusion models. Further validation of our findings with a large-scale cohort is warranted.

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小儿脑震荡后持续性脑震荡后症状和创伤后头痛的白质纤维形态:基于固定颗粒的分析。
目的:创伤后头痛(PTH创伤后头痛(PTH)是儿童脑震荡后最常见的急性和持续性脑震荡后症状(PCS),但目前仍缺乏有效和客观的生物标志物来帮助对这一患者群体进行风险分层和早期干预。基于菲赛尔的扩散加权成像分析克服了传统扩散张量成像分析的限制,可以提高检测脑震荡后白质变化的灵敏度和特异性。本研究旨在调查脑震荡后两周时,PCS 和 PTH 患儿的白质形态,包括纤维密度(FD)和纤维束横截面积(FC)的全脑差异和以束为基础的差异:这项前瞻性纵向研究招募了在过去48小时内因脑震荡到一家三级儿科医院急诊科就诊的5-18岁儿童。参与者在伤后2周接受了弥散加权核磁共振成像检查。全脑白质统计分析是在图像体素(定点)内的每个单独纤维群水平上进行的,利用基于连接的定点增强计算FD、FC和综合指标(FD和束横截面[FDC])。对 23 个主要白质束的 FD 进行了基于束的贝叶斯分析:结果:对 1) 康复儿童(n = 27)和无症状儿童(n = 16),以及 2) PTH 儿童(n = 13)和非 PTH 儿童(n = 30;总平均年龄为 12.99 ± 2.70 岁,74% 为男性)进行比较后发现,在脑震荡后 2 周,在 FD、FC 或 FDC 方面没有纤维特异性白质微结构差异,调整年龄和性别后也是如此(家族误差率校正 p 值 > 0.05)。基于白质束的贝叶斯分析显示,有证据表明PTH对10个主要白质束的FD没有影响,有证据表明恢复组对3个白质束的FD没有影响(贝叶斯因子<1/3):这些研究结果表明,通过全脑固定髓鞘分析和基于脑束的分析,脑震荡两周后持续存在PCS的儿童与康复儿童的白质微结构的纤维特异性并无不同。这些数据扩展了有关白质纤维特异性形态的有限研究,同时克服了传统扩散模型固有的局限性。我们有必要通过大规模的队列来进一步验证我们的研究结果。
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来源期刊
Journal of neurosurgery. Pediatrics
Journal of neurosurgery. Pediatrics 医学-临床神经学
CiteScore
3.40
自引率
10.50%
发文量
307
审稿时长
2 months
期刊介绍: Information not localiced
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