Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, PR China.
Department of Radiology, Gansu Provincial Hospital, Lanzhou, PRChina.
Int J Neurosci. 2024 Jun;134(6):584-594. doi: 10.1080/00207454.2022.2130295. Epub 2022 Oct 13.
Understanding the mechanism of brain functional alterations in rectal cancer (RC) patients is of great significance to improve the prognosis and quality of life of patients. Additionally, the influence of chemotherapy on brain function in RC patients is still unclear. In this study, we aimed to investigate the alterations of brain functional network dynamics in RC patients and explore the effects of chemotherapy on temporal dynamics of dynamic functional connectivity (DFC). The group independent component analysis (GICA) and sliding window method were applied to investigate abnormalities of DFC based on resting-state functional magnetic resonance imaging (rs-fMRI) of 18 RC patients without chemotherapy (RC_NC), 21 RC patients with chemotherapy (RC_C) and 33 healthy controls (HC). Then, the Spearman correlation between aberrant properties and clinical measures was calculated. Two discrete states were identified. Compared to HC, RC_NC exhibited increased mean dwell time (MDT) and fractional windows (FW) in state 2 and decreased transition numbers between the two states. Notably, three temporal properties in RC_C showed an intermediate trend in comparison with RC_NC and HC. Furthermore, RC_C also demonstrated abnormal intra- and inter-network connections, involving the visual (VIS), default mode (DM), and cognitive control (CC) networks, and most connections related to VIS were correlated with the severity of anxiety and depression. Our study suggested that abnormal DFC patterns could be manifested in RC patients and chemotherapy would further correct abnormalities of network dynamics, which may provide new insights into the brain functional alterations in patients with RC from the time-varying connectivity perspective.
了解直肠癌(RC)患者大脑功能改变的机制对于改善患者的预后和生活质量具有重要意义。此外,化疗对 RC 患者大脑功能的影响尚不清楚。在本研究中,我们旨在探讨 RC 患者大脑功能网络动态变化的改变,并探索化疗对动态功能连接(DFC)时间动态的影响。采用组独立成分分析(GICA)和滑动窗口方法,基于 18 例未接受化疗的 RC 患者(RC_NC)、21 例接受化疗的 RC 患者(RC_C)和 33 例健康对照者(HC)的静息态功能磁共振成像(rs-fMRI),研究 DFC 的异常。然后,计算异常特征与临床指标之间的 Spearman 相关系数。 发现存在两种离散状态。与 HC 相比,RC_NC 在状态 2 中表现出增加的平均停留时间(MDT)和分数窗口(FW),并且两个状态之间的转换次数减少。值得注意的是,RC_C 的三个时间特性与 RC_NC 和 HC 相比呈现出中间趋势。此外,RC_C 还表现出异常的内部和网络间连接,涉及视觉(VIS)、默认模式(DM)和认知控制(CC)网络,并且与焦虑和抑郁严重程度相关的大多数连接与 VIS 相关。 我们的研究表明,RC 患者可能表现出异常的 DFC 模式,化疗会进一步纠正网络动力学的异常,这可能从时变连接的角度为 RC 患者的大脑功能改变提供新的见解。