Brain Health and Wellness Research Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Unity Health Toronto, Canada; Physics Department, Toronto Metropolitan University, Canada.
Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, Ontario, Canada.
Behav Brain Res. 2024 Jul 9;469:115045. doi: 10.1016/j.bbr.2024.115045. Epub 2024 May 9.
Post-acute COVID syndrome (PACS) is a global health concern and is often associated with debilitating symptoms. Post-COVID fatigue is a particularly frequent and troubling issue, and its underlying mechanisms remain incompletely understood. One potential contributor is micropathological injury of subcortical and brainstem structures, as has been identified in other patient populations. Texture-based analysis (TA) may be used to measure such changes in anatomical MRI data. The present study develops a methodology of voxel-wise TA mapping in subcortical and brainstem regions, which is then applied to T1-weighted MRI data from a cohort of 48 individuals who had PACS (32 with and 16 without ongoing fatigue symptoms) and 15 controls who had cold and flu-like symptoms but tested negative for COVID-19. Both groups were assessed an average of 4-5 months post-infection. There were no significant differences between PACS and control groups, but significant differences were observed within the PACS groups, between those with and without fatigue symptoms. This included reduced texture energy and increased entropy, along with reduced texture correlation, cluster shade and profile in the putamen, pallidum, thalamus and brainstem. These findings provide new insights into the neurophysiological mechanisms that underlie PACS, with altered tissue texture as a potential biomarker of this debilitating condition.
新冠后综合征(PACS)是一个全球性的健康问题,常与使人衰弱的症状相关。新冠后疲劳是一个特别常见和令人困扰的问题,其潜在机制仍不完全清楚。亚皮质和脑干结构的微观病理损伤是一个潜在的致病因素,在其他患者群体中也有发现。纹理分析(TA)可用于测量解剖 MRI 数据中的此类变化。本研究开发了一种针对皮质下和脑干区域的体素级 TA 映射方法,然后将其应用于来自 48 名 PACS 患者(32 名有持续疲劳症状,16 名没有)和 15 名有类似感冒和流感症状但 COVID-19 检测呈阴性的对照组的 T1 加权 MRI 数据。两组均在感染后平均 4-5 个月进行评估。PACS 组和对照组之间没有显著差异,但在 PACS 组内,有和没有疲劳症状的患者之间存在显著差异。这些差异包括纹能量降低和熵增加,以及纹状体、苍白球、丘脑和脑干的纹理相关性、聚类阴影和轮廓降低。这些发现为 PACS 潜在的神经生理机制提供了新的见解,组织纹理改变可能是这种使人衰弱疾病的潜在生物标志物。