Zhang Yunge, Lin Lin, Zhou Dongyue, Song Yang, Stein Abigail, Zhou Shuqin, Xu Huashuai, Zhao Wei, Cong Fengyu, Sun Jin, Li Huanjie, Du Fei
Central Hospital of Dalian University of Technology, Dalian, China.
School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China.
Netw Neurosci. 2024 Dec 10;8(4):1173-1191. doi: 10.1162/netn_a_00396. eCollection 2024.
The atypical static brain functions related to the executive control network (ECN), default mode network (DMN), and salience network (SN) in people with autism spectrum disorder (ASD) has been widely reported. However, their transient functions in ASD are not clear. We aim to identify transient network states (TNSs) using coactivation pattern (CAP) analysis to characterize the age-related atypical transient functions in ASD. CAP analysis was performed on a resting-state fMRI dataset (78 ASD and 78 healthy control (CON) juveniles, 54 ASD and 54 CON adults). Six TNSs were divided into the DMN-TNSs, ECN-TNSs, and SN-TNSs. The DMN-TNSs were major states with the highest stability and proportion, and the ECN-TNSs and SN-TNSs were minor states. Age-related abnormalities on spatial stability and TNS proportion were found in ASD. The spatial stability of DMN-TNSs was found increasing with age in CON, but was not found in ASD. A lower proportion of DMN-TNSs was found in ASD compared with CON of the same age, and ASD juveniles had a higher proportion of SN-TNSs while ASD adults had a higher proportion of ECN-TNSs. The abnormalities on spatial stability and TNS proportion were related to social deficits. Our results provided new evidence for atypical transient brain functions in people with ASD.
自闭症谱系障碍(ASD)患者中与执行控制网络(ECN)、默认模式网络(DMN)和突显网络(SN)相关的非典型静态脑功能已被广泛报道。然而,它们在ASD中的瞬态功能尚不清楚。我们旨在使用共激活模式(CAP)分析来识别瞬态网络状态(TNSs),以表征ASD中与年龄相关的非典型瞬态功能。对静息态功能磁共振成像数据集(78名ASD青少年和78名健康对照(CON)青少年,54名ASD成年人和54名CON成年人)进行CAP分析。六个TNSs被分为DMN-TNSs、ECN-TNSs和SN-TNSs。DMN-TNSs是稳定性和比例最高的主要状态,而ECN-TNSs和SN-TNSs是次要状态。在ASD中发现了与年龄相关的空间稳定性和TNS比例异常。在CON中,发现DMN-TNSs的空间稳定性随年龄增加,而在ASD中未发现。与同年龄的CON相比,ASD中DMN-TNSs的比例较低,ASD青少年中SN-TNSs的比例较高,而ASD成年人中ECN-TNSs的比例较高。空间稳定性和TNS比例的异常与社交缺陷有关。我们的结果为ASD患者非典型瞬态脑功能提供了新的证据。