Magnetic Resonance-Guided Focused Ultrasound Thalamotomy Rebalances Atypical Functional Hierarchy in Patients with Essential Tremor.
Jiaji LinXiaopeng KangHaoxuan LuDekang ZhangXianbing BianJiayou ZhouJianxing HuDong ZhangJorge SepulcreLongsheng PanXin LouPublished in: Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics (2023)
Magnetic resonance-guided focused ultrasound (MRgFUS) has brought thalamotomy back to the frontline for essential tremor (ET). As functional organization of human brain strictly follows hierarchical principles which are frequently deficient in neurological diseases, whether additional damage from MRgFUS thalamotomy induces further disruptions of ET functional scaffolds are still controversial. This study was to examine the alteration features of brain functional frameworks following MRgFUS thalamotomy in patients with ET. We retrospectively obtained preoperative (ET pre ) and postoperative 6-month (ET 6m ) data of 30 ET patients underwent MRgFUS thalamotomy from 2018 to 2020. Their archived functional MR images were used to functional gradient comparison. Both supervised pattern learning and stepwise linear regression were conducted to associate gradient features to tremor symptoms with additional neuropathophysiological analysis. MRgFUS thalamotomy relieved 78.19% of hand tremor symptoms and induced vast global framework alteration (ET 6m vs. ET pre : Cohen d = - 0.80, P < 0.001). Multiple robust alterations were identified especially in posterior cingulate cortex ([Formula: see text] ET 6m vs. [Formula: see text] ET pre : Cohen d = 0.87, P = 0.048). Compared with matched health controls (HCs), its gradient distances to primary communities were significantly increased in [Formula: see text] ET pre patients with anomalous stepwise connectivity (P < 0.05 in ET pre vs. HCs), which were restored after MRgFUS thalamotomy. Both global and regional gradient features could be used for tremor symptom prediction and were linked to neuropathophysiological features of Parkinson disease and oxidative phosphorylation. MRgFUS thalamotomy not only suppress tremor symptoms but also rebalances atypical functional hierarchical architecture of ET patients.
Keyphrases
- parkinson disease
- deep brain stimulation
- magnetic resonance
- end stage renal disease
- healthcare
- ejection fraction
- newly diagnosed
- functional connectivity
- mental health
- resting state
- magnetic resonance imaging
- patients undergoing
- white matter
- brain injury
- human milk
- peritoneal dialysis
- contrast enhanced
- risk assessment
- artificial intelligence
- depressive symptoms
- patient reported
- blood brain barrier
- preterm infants
- patient reported outcomes
- deep learning
- human health
- high glucose
- social media
- convolutional neural network