Guo Yihao, Xu Xiaoling, Li Tiansheng, Chen Huijuan, Wang Xiaoyi, Huang Weiyuan, Liu Tao, Kong Qingle, Chen Feng
Department of Radiology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, Hainan, China.
Department of Geriatric Center, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, Hainan, China.
Addict Biol. 2023 Oct;28(10):e13329. doi: 10.1111/adb.13329.
The temporal variability of the dynamic functional connectivity (dFC) has been suggested as a useful metric for studying abnormal cognitive function. This study aimed to explore the associations between the temporal properties of dFC and memory performance in betel quid dependence (BQD). Sixty-four BQD individuals and 47 gender- and age-matched healthy controls (HCs) underwent functional magnetic resonance imaging and a series of neuropsychological assessments. The dFC was constructed by calculating the Pearson correlation coefficients within a sliding window and was clustered into three functional connectivity states using k-means clustering. The dFC temporal properties derived from the cluster results were compared between the BQD and HC groups. The results showed that States 1 and 3 featured more frequent and weak connectivity, and State 2 featured less frequent and strong connectivity. There were significant differences for mean dwell time (MDT) in State 3 (p = 0.022) and fraction of time in State 2 (p = 0.018) between the BQD and HC groups. Pearson correlation analyses showed that the MDT in State 1 was negatively correlated with long delay free recall and short delay free recall, and the MDT in State 3 was positively correlated with false positive of long delay recall. Our findings provide strong evidence that MDT match the memory performance and suggest new insights into the pathophysiological mechanism of memory disorders in BQD individuals.
动态功能连接性(dFC)的时间变异性已被认为是研究异常认知功能的一个有用指标。本研究旨在探讨dFC的时间特性与槟榔依赖(BQD)患者记忆表现之间的关联。64名BQD患者和47名年龄及性别匹配的健康对照者(HCs)接受了功能磁共振成像检查和一系列神经心理学评估。通过在滑动窗口内计算皮尔逊相关系数构建dFC,并使用k均值聚类将其分为三种功能连接状态。比较了BQD组和HC组从聚类结果中得出的dFC时间特性。结果显示,状态1和状态3的特点是连接更频繁且较弱,状态2的特点是连接较不频繁且较强。BQD组和HC组在状态3的平均停留时间(MDT)(p = 0.022)和状态2的时间占比(p = 0.018)上存在显著差异。皮尔逊相关分析表明,状态1的MDT与长延迟自由回忆和短延迟自由回忆呈负相关,状态3的MDT与长延迟回忆的错误阳性呈正相关。我们的研究结果提供了有力证据,表明MDT与记忆表现相匹配,并为BQD个体记忆障碍的病理生理机制提供了新的见解。