Neuroimaging signatures predicting motor improvement to focused ultrasound subthalamotomy in Parkinson's disease.
Authors: Lin SJ, Rodriguez-Rojas R, Baumeister TR, Lenglos C, Pineda-Pardo JA, Máñez-Miró JU, Del Alamo M, Martinez-Fernandez R, Obeso JA, Iturria-Medina Y
Subthalamotomy using transcranial magnetic resonance-guided focused ultrasound (tcMRgFUS) is a novel and promising treatment for Parkinson's Disease (PD). In this study, we investigate if baseline brain imaging features can be early predictors of tcMRgFUS-subthalamotomy efficacy, as well as which are the post-treatment brain changes associated with the clinical outcomes. Towards this aim, functional and structural neuroimaging and extensive clinical data from thirty-five PD patients enrolled in a double-blind tcMRgFUS-subthalamotomy clinical trial were analyzed. A multivariate cross-correlation analysis revealed that the baseline multimodal imaging data significantly explain (P < 0.005, FWE-corrected) the inter-individual variability in response to treatment. Most predictive features at baseline included neural fluctuations in distributed cortical regions and structural integrity in the putamen and parietal regions. Additionally, a similar multivariate analysis showed that the population variance in clinical improvements is significantly explained (P < 0.001, FWE-corrected) by a distributed network of concurrent functional and structural brain changes in frontotemporal, parietal, occipital, and cerebellar regions, as opposed to local changes in very specific brain regions. Overall, our findings reveal specific quantitative brain signatures highly predictive of tcMRgFUS-subthalamotomy responsiveness in PD. The unanticipated weight of a cortical-subcortical-cerebellar subnetwork in defining clinical outcome extends the current biological understanding of the mechanisms associated with clinical benefits.
Introduction
Purpose
Thermal ablation
Study Objective
Determine whether baseline multimodal brain imaging features can predict individual clinical response to tcMRgFUS-subthalamotomy in Parkinson’s disease and identify the post-treatment functional and structural brain changes associated with clinical outcomes.
Animal model / Human subject
Humans (Parkinson's Disease), N=35
Disease model
Parkinson's Disease
MRI or image guidance method
3T MR-guided (tcMRgFUS)
Targeted brain region(s)
Subthalamic nucleus
Outcomes and Safety
Summary of Outcomes
Baseline functional and structural MRI signatures (like putamen density and cortical neural fluctuations) successfully predicted clinical motor improvements in PD patients 4 months after tcMRgFUS subthalamotomy. Post-treatment brain changes across distributed regions strongly correlated with these clinical outcomes.
Duration of biological effect
4 months
Safety-related matter
This study focuses on predictive neuroimaging modeling and does not report on adverse events or safety outcomes.
Brain Region
Ultrasound Parameters
Ultrasound instrument
ExAblate 4000 (InSightec)
Treatment frequency
Single session
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