功能磁共振成像
心理学
队列
神经科学
大脑活动与冥想
神经影像学
医学
静息状态功能磁共振成像
内科学
脑电图
作者
Yuyanan Zhang,Zhe Lu,Yaoyao Sun,Xiao Zhang,Qianqian Li,Mingzhu Li,Yundan Liao,Zhewei Kang,Xiaoyang Feng,Guorui Zhao,Junyuan Sun,Yang Yang,Hao Yan,Dai Zhang,Weihua Yue
标识
DOI:10.1016/j.psychres.2023.115419
摘要
Identifying objective biological subtypes that predict long-term functional outcomes is crucial for understanding neurobiological mechanisms and identifying potential targets. Using resting-state functional magnetic resonance imaging data from 178 patients and 70 controls, we explored social function patterns using latent profile analysis. Long-term outcomes were compared among the biological subtypes using K-means clustering. Partial least squares regression (PLSR) was used to identify gene expression profiles associated with alterations in activity by leveraging transcriptional data from the Allen Human Brain Atlas. In patients with more functional impairment, left medial pulvinar (PM) exhibited significantly lower regional homogeneity of brain activity (ReHo, [95% CI (0.06-0.27), P = 0.002), a finding validated in the independent cohort. Functional connectivity between PM and secondary visual cortex displayed a suggestive decrease. Patients belonging to "higher pulvinar ReHo - better information processing" demonstrated better long-term outcomes and acute treatment response [95% CI (11.2-34.4), P < 0.001]. The PLSR component of imaging-transcriptomic associations partly explained the ReHo differences among patients with varying levels of functional impairment. It revealed enrichment of genes in the synaptic signaling pathway. Pathological changes in the pulvinar may affect social functioning. Higher pulvinar ReHo and better information processing, two objective biomarkers, have a predictive value for better long-term functional outcomes.
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