Bao Yiqing, Ya Yang, Liu Jing, Zhang Chenchen, Wang Erlei, Fan Guohua
Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou, China.
Department of Neurology, The Second Affiliated Hospital of Soochow University, Suzhou, China.
Front Aging Neurosci. 2023 Jul 12;15:1179752. doi: 10.3389/fnagi.2023.1179752. eCollection 2023.
Freezing of gait (FOG) is common in the late stage of Parkinson's disease (PD), which can lead to disability and impacts the quality of life. Therefore, early recognition is crucial for therapeutic intervention. We aimed to explore the abnormal regional homogeneity (ReHo) and functional connectivity (FC) in FOG converters and evaluate their diagnostic values.
The data downloaded from the Parkinson's Disease Progression Markers Project (PPMI) cohort was subdivided into PD-FOG converters ( = 16) and non-converters ( = 17) based on whether FOG appeared during the 3-year follow-up; 16 healthy controls were well-matched. ReHo and FC analyses were used to explore the variations in spontaneous activity and interactions between significant regions among three groups of baseline data. Correlations between clinical variables and the altered ReHo values were assessed in FOG converter group. Last, logistic regression and receiver operating characteristic curve (ROC) were used to predict diagnostic value.
Compared with the non-converters, FOG converters had reduced ReHo in the bilateral medial superior frontal gyrus (SFGmed), which was negatively correlated with the postural instability and gait difficulty (PIGD) score. ReHo within left amygdala/olfactory cortex/putamen (AMYG/OLF/PUT) was decreased, which was correlated with anxiety and autonomic dysfunction. Also, increased ReHo in the left supplementary motor area/paracentral lobule was positively correlated with the rapid eye movement sleep behavior disorder screening questionnaire. FOG converters exhibited diminished FC in the basal ganglia, limbic area, and cognitive control cortex, as compared with non-converters. The prediction model combined ReHo of basal ganglia and limbic area, with PIGD score was the best predictor of FOG conversion.
The current results suggested that abnormal ReHo and FC in the basal ganglia, limbic area, and cognitive control cortex may occur in the early stage of FOG. Basal ganglia and limbic area dysfunction combined with higher PIGD score are useful for the early recognition of FOG conversion.
冻结步态(FOG)在帕金森病(PD)晚期较为常见,可导致残疾并影响生活质量。因此,早期识别对于治疗干预至关重要。我们旨在探讨冻结步态转化者的异常局部一致性(ReHo)和功能连接(FC),并评估其诊断价值。
从帕金森病进展标志物项目(PPMI)队列下载的数据,根据3年随访期间是否出现冻结步态,分为PD-FOG转化者(n = 16)和非转化者(n = 17);选取16名健康对照进行良好匹配。采用ReHo和FC分析来探讨三组基线数据之间自发活动的变化以及显著区域之间的相互作用。在FOG转化者组中评估临床变量与ReHo值改变之间的相关性。最后,使用逻辑回归和受试者工作特征曲线(ROC)来预测诊断价值。
与非转化者相比,FOG转化者双侧内侧额上回(SFGmed)的ReHo降低,这与姿势不稳和步态困难(PIGD)评分呈负相关。左侧杏仁核/嗅觉皮质/壳核(AMYG/OLF/PUT)内的ReHo降低,这与焦虑和自主神经功能障碍相关。此外,左侧辅助运动区/中央旁小叶的ReHo增加与快速眼动睡眠行为障碍筛查问卷呈正相关。与非转化者相比,FOG转化者在基底神经节、边缘系统区域和认知控制皮质的FC减弱。结合基底神经节和边缘系统区域的ReHo以及PIGD评分的预测模型是FOG转化的最佳预测指标。
目前的结果表明,在冻结步态早期可能出现基底神经节、边缘系统区域和认知控制皮质的异常ReHo和FC。基底神经节和边缘系统区域功能障碍以及较高的PIGD评分有助于早期识别冻结步态转化。