Schlenker Lars S, Hartung Tim J, Klabunn Pia, Schwichtenberg Katia, Heine Josephine, Adam Lucas, Franke Christiana, Finke Carsten
Department of Neurology and Experimental Neurology, Charité-Universitätsmedizin Berlin, Berlin 10117, Germany.
Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin 10117, Germany.
Brain Commun. 2025 Aug 9;7(4):fcaf291. doi: 10.1093/braincomms/fcaf291. eCollection 2025.
Although the exact aetiology of the post-COVID condition is still under investigation, there is increasing evidence for white matter pathology in patients with persistent cognitive and fatigue symptoms following an infection with SARS-CoV-2. Still, to date there are no studies that investigated the white matter connectome in patients with post-COVID condition. Based on previous findings, we analyzed the structural connectome of these patients, with a focus on the thalamus and basal ganglia. In this cross-sectional study, 43 patients (34 women, 9 men) and 41 (33 women, 8 men) healthy control participants underwent structural MRI, including T1-weighted and diffusion weighted imaging, as well as a comprehensive neuropsychological and psychiatric assessment. The cognitive assessment included verbal and visual long-term memory, working memory, attention, processing speed, executive control, verbal fluency and spatial navigation. Fatigue was assessed with the Fatigue Scale for Motor and Cognitive Functions, depression and anxiety were assessed with the Beck Depression Inventory II and the Beck Anxiety Inventory, respectively. MRI data was analyzed using probabilistic tractography, reconstructing 100 million streamlines per participant, to create individual connectomes. Connectome alterations were assessed using graph theory by calculating node strength and betweenness centrality for the thalamus and basal ganglia. We then analyzed group differences in these measures between patients and control participants with the Mann-Whitney-U-test. For significant alterations, we explored associations between graph measures, fatigue and cognition, depression and anxiety using spearman correlations. We identified significantly increased node strength of the putamen ( = 589, = 0.036), which was significantly associated with the fatigue severity in patients ( = 0.33, = 0.045) but not in control participants ( = 0.11, = 0.509). Betweenness centrality of the putamen was increased in patients with post-COVID condition ( = 620, = 0.019) but was not associated with fatigue ( = 0.07, = 0.685). Neither node strength nor betweenness centrality of the putamen was associated with cognitive performance, depression or anxiety scores. Patients with post-COVID condition exhibit structural connectome alterations that are associated with fatigue severity. Such structural white matter pathology may thus contribute to post-COVID pathophysiology. In addition, putamen connectivity could be a neural correlate of post-COVID fatigue.
尽管新冠后状况的确切病因仍在研究中,但越来越多的证据表明,感染新冠病毒2后出现持续认知和疲劳症状的患者存在白质病变。然而,迄今为止,尚无研究对新冠后状况患者的白质连接组进行调查。基于先前的研究结果,我们分析了这些患者的结构连接组,重点关注丘脑和基底神经节。在这项横断面研究中,43名患者(34名女性,9名男性)和41名(33名女性,8名男性)健康对照参与者接受了结构磁共振成像,包括T1加权成像和扩散加权成像,以及全面的神经心理学和精神评估。认知评估包括言语和视觉长期记忆、工作记忆、注意力、处理速度、执行控制、言语流畅性和空间导航。使用运动和认知功能疲劳量表评估疲劳,分别使用贝克抑郁量表第二版和贝克焦虑量表评估抑郁和焦虑。使用概率纤维束成像分析磁共振成像数据,为每位参与者重建1亿条纤维束,以创建个体连接组。通过计算丘脑和基底神经节的节点强度和中介中心性,使用图论评估连接组改变。然后,我们使用曼-惠特尼-U检验分析患者和对照参与者在这些测量指标上的组间差异。对于显著改变,我们使用斯皮尔曼相关性分析图测量指标、疲劳与认知、抑郁和焦虑之间的关联。我们发现壳核的节点强度显著增加(=589,=0.036),这与患者的疲劳严重程度显著相关(=0.33,=0.045),但在对照参与者中不相关(=0.11,=0.509)。新冠后状况患者壳核的中介中心性增加(=620,=0.019),但与疲劳无关(=0.07,=0.685)。壳核的节点强度和中介中心性均与认知表现、抑郁或焦虑评分无关。新冠后状况患者表现出与疲劳严重程度相关的结构连接组改变。这种结构性白质病变可能因此导致新冠后病理生理学。此外,壳核连接性可能是新冠后疲劳的神经相关因素。