State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, 138 Yixueyuan Road, Shanghai 200032, China.
School of Basic Medical Sciences, Fudan University, 138 Yixueyuan Road, Shanghai 200032, China.
Cereb Cortex. 2024 May 2;34(5). doi: 10.1093/cercor/bhae184.
Facial palsy can result in a serious complication known as facial synkinesis, causing both physical and psychological harm to the patients. There is growing evidence that patients with facial synkinesis have brain abnormalities, but the brain mechanisms and underlying imaging biomarkers remain unclear. Here, we employed functional magnetic resonance imaging (fMRI) to investigate brain function in 31 unilateral post facial palsy synkinesis patients and 25 healthy controls during different facial expression movements and at rest. Combining surface-based mass-univariate analysis and multivariate pattern analysis, we identified diffused activation and intrinsic connection patterns in the primary motor cortex and the somatosensory cortex on the patient's affected side. Further, we classified post facial palsy synkinesis patients from healthy subjects with favorable accuracy using the support vector machine based on both task-related and resting-state functional magnetic resonance imaging data. Together, these findings indicate the potential of the identified functional reorganizations to serve as neuroimaging biomarkers for facial synkinesis diagnosis.
面瘫可导致一种严重的并发症,称为面联带运动,给患者带来身体和心理上的伤害。越来越多的证据表明,面联带运动患者存在大脑异常,但大脑机制和潜在的影像学生物标志物仍不清楚。在这里,我们使用功能磁共振成像 (fMRI) 技术,在不同的面部表情运动和休息状态下,对 31 名单侧面瘫后面联带运动患者和 25 名健康对照者的大脑功能进行了研究。我们结合基于表面的多元分析和多元模式分析,在患者患侧的初级运动皮层和体感皮层上发现了弥散激活和内在连接模式。此外,我们还使用基于任务相关和静息态功能磁共振成像数据的支持向量机,以较高的准确率将面瘫后面联带运动患者与健康受试者进行了分类。总之,这些发现表明所确定的功能重组具有作为面联带运动诊断的神经影像学生物标志物的潜力。