bioRxivNeurosciencePreprint
A unified central thalamus mechanism underlying diverse recoveries in disorders of consciousness
Haoran ZhangiD, Qianqian GeiD, Xiao LiuiD, Yuanyuan DangiD, Long XuiD, Yutong ZhuangiD, Si WuiD, Steven LaureysiD, Jianghong HeiD, Shan YuiD
Abstract
Disorders of consciousness (DoC) encompass a range of states characterized by prolonged altered awareness due to heterogeneous brain damage and are associated with highly diverse prognoses. However, the neural mechanisms underlying such diverse recoveries in DoC remain unclear. To address this issue, we analysed neuronal spiking activities recorded from the central thalamus (CT), a key hub in arousal regulation, in a cohort of 23 DoC patients receiving deep brain stimulation treatment. Using machine learning techniques, we identified a core set of electrophysiological features of the CT, particularly the theta rhythm, that could account for individual recovery outcomes across highly varied etiologies (trauma, brainstem hemorrhage, and anoxia), clinical baselines and patient ages. These features also correctly identified one subgroup of patients who exhibited poor initial clinical manifestations but recovered unexpectedly. Simulating a conductance-based model further revealed the neurodynamics of the theta rhythm in the CT during different stages of consciousness recovery. Taken together, these findings uncover a previously unknown, unified CT mechanism that governs the recoveries in DoC.
- organism: human
- assay: electronic health records
- research focus: differential expression
- approach: machine learning (classical)
- Citations
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