Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Ann Clin Transl Neurol. 2024 Jul;11(7):1840-1851. doi: 10.1002/acn3.52090. Epub 2024 May 28.
The present study aimed to identify the clinical and MRI features of the distinct cognitive phenotypes in pediatric multiple sclerosis (pedMS).
PedMS patients (n = 73) and healthy controls (n = 30) underwent clinical examination and 3.0T MRI. All patients completed neuropsychological testing, and cognitive phenotypes were identified by performing K-means clustering on cognitive scores. MRI metrics included brain T2-hyperintese lesion volume and normalized brain volumes. Within seven cognitively relevant cortical networks, structural disconnectivity (i.e., the mean percentage of streamlines connecting each pair of cortical regions passing through a lesion) and resting-state (RS) functional connectivity (FC) were estimated.
Three cognitive phenotypes emerged: Preserved cognition (PC; n = 27, 37%), mild verbal learning and memory/semantic fluency involvement (MVS; n = 28, 38%), and multidomain involvement (MI; n = 18, 25%). Age, sex, and disease duration did not differ among groups. Compared with healthy subjects, PC patients had decreased RS FC within the default mode network (p = 0.045); MVS patients exhibited lower cortical volume and reduced RS FC within the frontoparietal network (all p = 0.045); and MI patients showed decreased volumes in all brain compartments except the hippocampus, and reduced RS FC within the frontoparietal network (all p ≤ 0.045). Compared to PC, MI patients had more severe disability and higher structural disconnectivity within four cortical networks (all p ≤ 0.045). Compared to PC and MVS, MI patients had lower intelligence quotient (all p ≤ 0.005).
We identified three cognitive phenotypes in pedMS that demonstrate the existence of a spectrum of impairment. Such phenotypes showed distinct clinical and MRI characteristics that contributed to explain their cognitive profiles.
本研究旨在确定儿科多发性硬化症(pedMS)中不同认知表型的临床和 MRI 特征。
pedMS 患者(n=73)和健康对照者(n=30)接受了临床检查和 3.0T MRI。所有患者均完成了神经心理学测试,并通过对认知评分进行 K-均值聚类来确定认知表型。MRI 指标包括脑 T2 高信号病变体积和脑体积标准化。在七个与认知相关的皮质网络中,评估了结构连接断开(即,穿过病变的每对皮质区域之间的流线的平均百分比)和静息状态(RS)功能连接(FC)。
出现了三种认知表型:认知保留(PC;n=27,37%)、轻度言语学习和记忆/语义流畅性受累(MVS;n=28,38%)和多领域受累(MI;n=18,25%)。组间在年龄、性别和疾病持续时间方面无差异。与健康受试者相比,PC 患者的默认模式网络内 RS FC 降低(p=0.045);MVS 患者表现出皮质体积降低和额顶网络内 RS FC 降低(均 p=0.045);MI 患者除了海马体之外的所有脑区体积降低,额顶网络内 RS FC 降低(均 p≤0.045)。与 PC 相比,MI 患者的残疾程度更严重,四个皮质网络的结构连接断开更严重(均 p≤0.045)。与 PC 和 MVS 相比,MI 患者的智商更低(均 p≤0.005)。
我们在 pedMS 中确定了三种认知表型,这些表型表明存在一系列损害。这些表型具有不同的临床和 MRI 特征,有助于解释他们的认知特征。