Zhang Qianqian, Ding Yu, Zhang Yu, Li Qingyang, Shi Shiyu, Liu Yaxi, Chen Sijie, Wu Qian, Xu Xiaoquan, Wu Feiyun, Cheng Xi, Niu Qi
Department of Rare Diseases, The First Affiliated Hospital with Nanjing Medical University, Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, China.
Department of Radiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, China.
Neuroimage Clin. 2025 May 26;47:103809. doi: 10.1016/j.nicl.2025.103809.
This study investigates the characteristics of cortical structural and functional alterations in amyotrophic lateral sclerosis (ALS) patients and their modulation of emotional and cognitive functions, as well as to discuss their diagnostic value in early-stage ALS.
Fifty-nine ALS patients (28 in ALS 1 and 31 in ALS 2, categorized using King's College Staging) and 31 healthy controls were evaluated using multiparametric MRI, motor and neuropsychological assessments, and serum neurofilament light chain (NfL) levels. Mediation analyses were performed to examine how cortical alterations influence the relationship between emotional and cognitive functions. Support vector machine (SVM) classification models were constructed to assess the diagnostic utility of differential cortical parameters.
ALS 1 patients exhibited increased cortical thickness (CT) and functional activity in the cingulate and frontotemporal regions, correlating with neuropsychological performance and NfL levels. Mediation analysis revealed that perigenual and frontotemporal functional activity significantly modulated the relationship between depressive symptoms and cognitive function. SVM classification showed that the combined altered regions with Amplitude of Low Frequency Fluctuations (ALFF) model achieved slightly better performance (AUC = 0.853, 95 %CI: 0.687-1.000, p < 0.001) compared to CT (AUC = 0.779, 95 %CI: 0.587-0.972, p < 0.001), although both models showed limited efficacy in differentiating between ALS 1 and ALS 2 groups.
Cortical structural and functional alterations in ALS mediate the impact of depression on cognitive function, offering insights into the neuropsychological mechanisms of the disease and potential biomarkers for early-stage diagnosis.
本研究调查肌萎缩侧索硬化症(ALS)患者皮质结构和功能改变的特征及其对情绪和认知功能的调节作用,并探讨其在早期ALS中的诊断价值。
使用多参数MRI、运动和神经心理学评估以及血清神经丝轻链(NfL)水平,对59例ALS患者(根据国王学院分期法分为ALS 1组28例和ALS 2组31例)和31名健康对照者进行评估。进行中介分析以检查皮质改变如何影响情绪和认知功能之间的关系。构建支持向量机(SVM)分类模型以评估不同皮质参数的诊断效用。
ALS 1患者在扣带回和额颞叶区域的皮质厚度(CT)和功能活动增加,与神经心理学表现和NfL水平相关。中介分析显示,膝周和额颞叶功能活动显著调节了抑郁症状与认知功能之间的关系。SVM分类显示,与CT模型(AUC = 0.779,95%CI:0.587 - 0.972,p < 0.001)相比,低频振幅波动(ALFF)模型的联合改变区域在区分ALS 1和ALS 2组时表现稍好(AUC = 0.853,95%CI:0.687 - 1.000,p < 0.001),尽管两种模型在区分两组时的效能都有限。
ALS患者的皮质结构和功能改变介导了抑郁对认知功能的影响,为该疾病的神经心理学机制及早期诊断的潜在生物标志物提供了见解。