Automated intraoperative central sulcus localization and somatotopic mapping using median nerve stimulation
Open Access
- 26 July 2022
- journal article
- research article
- Published by IOP Publishing in Journal of Neural Engineering
- Vol. 19 (4) , 046020
Abstract
Objective. Accurate identification of functional cortical regions is essential in neurological resection. The central sulcus (CS) is an important landmark that delineates functional cortical regions. Median nerve stimulation (MNS) is a standard procedure to identify the position of the CS intraoperatively. In this paper, we introduce an automated procedure that uses MNS to rapidly localize the CS and create functional somatotopic maps. Approach. We recorded electrocorticographic signals from 13 patients who underwent MNS in the course of an awake craniotomy. We analyzed these signals to develop an automated procedure that determines the location of the CS and that also produces functional somatotopic maps. Main results. The comparison between our automated method and visual inspection performed by the neurosurgeon shows that our procedure has a high sensitivity (89%) in identifying the CS. Further, we found substantial concordance between the functional somatotopic maps generated by our method and passive functional mapping (92% sensitivity). Significance. Our automated MNS-based method can rapidly localize the CS and create functional somatotopic maps without imposing additional burden on the clinical procedure. With additional development and validation, our method may lead to a diagnostic tool that guides neurosurgeons and reduces postoperative morbidity in patients undergoing resective brain surgery.Keywords
Funding Information
- Science and Technology Commission of Shanghai Municipality (18JC1410400)
- Shanghai Municipal Science and Technology Major Project and ZJLab (No.2018SHZDZX01)
- National Natural Science Foundation of China (51620105002)
- Fondazione Neurone
- National Institute of Biomedical Imaging and Bioengineering (P41-EB018783)
- National Institute of Mental Health (P50-MH109429)
- Shanghai Sailing Program (18YF1403300)
- National Institute of Neurological Disorders and Stroke (U01-NS108916)
This publication has 63 references indexed in Scilit:
- Rapid fragmentation of neuronal networks at the onset of propofol-induced unconsciousnessProceedings of the National Academy of Sciences, 2012
- An fMRI study on cortical responses during active self-touch and passive touch from othersFrontiers in Behavioral Neuroscience, 2012
- Flexible, foldable, actively multiplexed, high-density electrode array for mapping brain activity in vivoNature Neuroscience, 2011
- Power-Law Scaling in the Brain Surface Electric PotentialPLOS Computational Biology, 2009
- Very High-Frequency Oscillations (Over 1000 Hz) of Somatosensory-Evoked Potentials Directly Recorded From the Human BrainJournal Of Clinical Neurophysiology, 2009
- Electrocorticographic Frequency Alteration Mapping of Speech Cortex during an Awake Craniotomy: Case ReportStereotactic and Functional Neurosurgery, 2009
- Broadband Shifts in Local Field Potential Power Spectra Are Correlated with Single-Neuron Spiking in HumansThe Journal of Neuroscience, 2009
- A practical procedure for real-time functional mapping of eloquent cortex using electrocorticographic signals in humansEpilepsy & Behavior, 2009
- Short-latency median-nerve somatosensory-evoked potentials and induced gamma-oscillations in humansBrain, 2008
- Topographic mapping of somatosensory evoked potentials helps identify motor cortex more quickly in the operating roomBrain Topography, 1992