Intraoperative microseizure detection using a high-density micro-electrocorticography electrode array.
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2022-01
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Abstract
One-third of epilepsy patients suffer from medication-resistant seizures. While surgery to remove epileptogenic tissue helps some patients, 30-70% of patients continue to experience seizures following resection. Surgical outcomes may be improved with more accurate localization of epileptogenic tissue. We have previously developed novel thin-film, subdural electrode arrays with hundreds of microelectrodes over a 100-1000 mm2 area to enable high-resolution mapping of neural activity. Here, we used these high-density arrays to study microscale properties of human epileptiform activity. We performed intraoperative micro-electrocorticographic recordings in nine patients with epilepsy. In addition, we recorded from four patients with movement disorders undergoing deep brain stimulator implantation as non-epileptic controls. A board-certified epileptologist identified microseizures, which resembled electrographic seizures normally observed with clinical macroelectrodes. Recordings in epileptic patients had a significantly higher microseizure rate (2.01 events/min) than recordings in non-epileptic subjects (0.01 events/min; permutation test, P = 0.0068). Using spatial averaging to simulate recordings from larger electrode contacts, we found that the number of detected microseizures decreased rapidly with increasing contact diameter and decreasing contact density. In cases in which microseizures were spatially distributed across multiple channels, the approximate onset region was identified. Our results suggest that micro-electrocorticographic electrode arrays with a high density of contacts and large coverage are essential for capturing microseizures in epilepsy patients and may be beneficial for localizing epileptogenic tissue to plan surgery or target brain stimulation.
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Sun, James, Katrina Barth, Shaoyu Qiao, Chia-Han Chiang, Charles Wang, Shervin Rahimpour, Michael Trumpis, Suseendrakumar Duraivel, et al. (2022). Intraoperative microseizure detection using a high-density micro-electrocorticography electrode array. Brain communications, 4(3). p. fcac122. 10.1093/braincomms/fcac122 Retrieved from https://hdl.handle.net/10161/25562.
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Scholars@Duke
Derek Southwell
I am a surgeon-scientist specialized in the treatment of epilepsy and movement disorders. My laboratory conducts basic and translational neuroscience research on cortical inhibitory circuits. We are interested in 1) understanding the cellular design of inhibitory circuits in mice and humans, and, 2) advancing interneuron transplantation as a therapeutic strategy for inhibitory circuit repair.
Michael Martin Haglund
My clinical areas of expertise include spinal surgery, especially cervical spine surgery where I have performed almost 8,300 cervical spine procedures and recently was ranked the top cervical spine surgeon in the country by MPIRICA (an analytical company that reviews surgical outcomes). I believe the whole patient is important and we emphasize time with the patient and careful discussions regarding possible surgery. Our excellent results are due to a great team of physicians, nurses, CRNAs, and anesthesiologists. I also believe in the spiritual side in taking care of my patients. As a design surgeon we are developing better ways to treat cervical spine disease through innovative approaches to the cervical spine.
Through my Masters in Academic Medicine degree, I developed the Surgical Autonomy Program which is now used in 7 Neurosurgery Programs across the country and is an innovative way to teach, assess, and provide feedback to residents in the intraoperative environment. Over the last twelve years we have developed the first ever Division of Global Neurosurgery and Neurology (launched in 2014), where I serve as the Division Chief and the Division boasts over 100 members including faculty, graduate and medical students, undergraduate students and an outstanding staff of researchers, most located in the Duke Global Health Institute. The Division has published over 120 manuscripts between 2014 and 2023. We have primarily worked in building capacity, teaching, and collaborative research projects in Uganda. In 2019 I was invited to join the faculty at the Duke-Singapore Global Health Institute and we are working with the Singapore Neuroscience Department to develop outreach and increase capacity in Jaffna, Sri Lanka.
Allan Howard Friedman
At the present time, I am participating in collaborative research in the areas of primary malignant brain tumors, epilepsy and subarachnoid hemorrhage.
Primary malignant brain tumors are increasing in frequency. Patients harboring glioblastoma, the most malignant primary brain tumor, have a life expectancy of less than one year. In collaboration with the Division of Neurology and the Department of Pathology, clinical and laboratory trials have been initiated to identify better treatment for this condition. At present, trials of monoclonal antibodies and novel chemotherapeutic agents are being carried out.
Although physicians have been interested in seizures since the time of Hippocrates, the origin of seizures remains obscure. At Duke University we have treated approximately thirty seizure patients a year by removing abnormal portions of brain. Tissue from these resections is being analyzed for genetics and receptor abnormalities. Positron emission tomography and magnetic resonance imaging are being used to ferret out the origin of the patient's seizures.
Approximately 28,000 patients each year suffer a ruptured intracranial aneurysm. Approximately ten percent of these patients have a genetic predisposition to forming intracranial aneurysms. In conjunction with the Division of Neurology, we are screening candidate genes searching for the cause of intracranial aneurysms.
Shivanand Lad
Dr. Nandan Lad is a neurosurgeon, scientist, and entrepreneur and Professor and Vice Chair of Innovation for Duke Neurosurgery. He is Director of the Functional & Restorative Neuromodulation Program and the Duke NeuroInnovations Program, a systematic approach to innovation to large unmet clinical needs.
He completed his MD and PhD in Biochemistry at Chicago Medical School and his neurosurgical residency training at Stanford with fellowships in both Surgical Innovation and Functional Neurosurgery.
Neuromodulation; Neurorestoration; Bioengineering; Medical Device Design; Clinical Trials; Data Science; Health Outcomes.
Gregory Cogan
Dr. Cogan's research focuses on speech, language, and cognition. This research uses a variety of analytic techniques (e.g. neural power analysis, connectivity measures, decoding algorithms) and focuses mainly on invasive human recordings (electrocorticography - ECoG) but also uses non-invasive methods such as EEG, MEG, and fMRI. Dr. Cogan is also interested in studying cognitive systems in the context of disease models to help aid recovery and treatment programs.
Jonathan Viventi
Dr. Viventi’s research uses flexible electronics to create new technology for interfacing with the brain at high resolution over large areas. These new tools can help diagnose and treat neurological disorders such as epilepsy, and help improve the performance of brain machine interfaces.
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