Epilepsy
Conditions
Keywords
Neuromodulation, HFO, Epilepsy, Machine Learning, Closed-Loop
Brief summary
Overall, this study will investigate the functional utility of stereotyped HFOs by capturing them with a new implantable system (Brain Interchange - BIC of CorTec), which can sample neural data at higher rates \>=1kHz and deliver targeted electrical stimulation to achieve seizure control. In contrast to current closed-loop systems (RNS), which wait for the seizure to start before delivering stimulation, the BIC system will monitor the spatial topography and rate of stereotyped HFOs and deliver targeted stimulation to these HFO generating areas to prevent seizures from occurring. If the outcomes of our research in an acute setting become successful, the investigators will execute a clinical trial and run the developed methods with the implantable BIC system in a chronic ambulatory setting.
Detailed description
High-frequency oscillations (HFOs) of intracranial EEG (iEEG) have the potential to identify the surgical resection area/seizure onset zone (SOZ) in patients with drug-resistant epilepsy. However, multiple reports indicate that HFOs can be generated not only by epileptic cerebral tissue but also by non-epileptic sites often including eloquent regions such as motor, visual, and language cortices. In this project, the initial evidence of a recurrent waveform pattern is presented that may be sufficient to distinguish pathological HFOs from physiological ones. Specifically, the investigators show that the SOZ repeatedly generates sets of stereotypical HFOs with similar waveform morphology whereas the events recorded from out of SOZ were irregular. This morphological pattern served as a robust neurobiomarker to isolate SOZ from other brain areas in multiple patients consistently. While these promising preliminary results are in place, the functional utility of stereotyped HFOs in a closed-loop seizure control system remains unknown. As of today, not much is known whether the stereotyped HFOs generated by the SOZ can be detected with an implantable system. If this can be achieved, then HFOs can be strategically translated as a neurobiomarker into closed-loop seizure control applications. The investigators hypothesize that pathologic stereotyped HFOs can be captured with the implantable Brain Interchange (BIC) system of CorTec and spatial topography of these events can be utilized by the implantable system to deliver targeted electrical stimulation to achieve seizure control. Using an acute setup within the epilepsy monitoring unit (EMU), this project will investigate the feasibility of capturing stereotyped HFO events using the new BIC system and compare the detection results to those obtained with the commercially available amplifier (Aim-1). If the first phase (Aim-1) of the study becomes successful, later in the second phase (Aim-2), once again in the EMU, the investigators will deliver targeted electrical stimulation to those brain sites associated with stereotyped HFOs using the BIC. During the entire study, the BIC system will not be implanted but used externally to assess the neural data through externalized electrodes and then deliver closed-loop stimulation. If the outcomes of the research in an acute setting become successful, the investigators will execute a clinical trial and run our methods with the implanted BIC system in a chronic ambulatory setting.
Interventions
DEVICEBrain Interchange System
The CorTec Brain Interchange (BIC) is an implantable system with sensing and stimulation capability dedicated to promoting brain computer interface and closed-loop neuromodulation research. It is an externally powered implant which can provide neural data to a nearby computing station (communication unit connected to a personal computer) continuously. In return, computing station controls the implant e.g. for generating therapeutic electrical stimulation to the brain. It is expected that BIC will catalyze translational applications of electroceuticals in human subject by making the neural data immediately available as well as permit the investigation of novel closed-loop neuromodulation applications.
Sponsors
Mayo Clinic
Baylor College of Medicine
CorTec GmbH
National Institute of Neurological Disorders and Stroke (NINDS)
Study design
Allocation
NA
Intervention model
SEQUENTIAL
Primary purpose
DEVICE_FEASIBILITY
Masking
NONE
Intervention model description
In a multi-phase structure, the project will investigate the feasibility of recording the HFOs with the BIC system (Cortec, Germany) and then delivering closed-loop stimulation. In the first year of the study, the feasibility of recording and transmitting iEEG data in robust fashion will be tested. For this 2 subjects will be recruited. In the second and third years, the feasibility of capturing HFOs iEEG data with the implantable system will be tested. For this 10 subjects will be recruited. Therefore, in this multiphase feasibility study, in total 12 subjects will be recruited in a sequential fashion. In each phase less than 10 subjects will be recruited to test device feasibility.
Eligibility
Sex/Gender
ALL
Age
3 Years to 70 Years
Healthy volunteers
No
Inclusion criteria
* patients with medically refractory epilepsy, who have been deemed appropriate candidates for intracranial EEG monitoring * Adult men and women (18≤ age \<70 years) * children (3≤ age \<18 years) * includes women and minorities
Exclusion criteria
* Subjects will be excluded if their condition makes them unable to continue with recordings.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Robustness in Data Transmission | Over 24 hours within the first year of project | Outcome-1 will quantify the feasibility of robust data recording and transmission with the BIC system in the epilepsy monitoring unit (EMU). The investigators will develop software tools to communicate with the BIC directly from MATLAB and Simulink. The incoming data from the implantable system will be visualized with gHIsys, the high-speed data processing libraries of gTec. At the end of the first year, in the epilepsy monitoring unit (EMU), the investigators will test the feasibility of recoding iEEG data from 2 patients continuously over 24 hours with less than \<5% data loss. The BIC system will not be implanted but used externally to record the neural data. The research team will also test to record iEEG/ECoG data simultaneously with 2 BIC units to be ready for those cases where the number of recording channels are larger than =\>32 and \<=64. At this stage Outcome-1 is only related to the device feasibility (robust data transmission) not health related outcome. |
| Feasibility of Detection of Stereotyped HFOs | Within the first 3 years of the project | Outcome-2 will test the feasibility of capturing stereotyped HFO (sHFO) with the BIC system in the EMU setting. Once the feasibility of robust data transmission as listed in (Outcome-1) is tested, the neural activity will be recorded over 24 hours using the BIC system from 10 patients. The hardware will not be implanted but used externally to record the neural data. Then, the research team will compare whether the sHFO detection and SOZ localization accuracy is significantly different between the BIC and FDA approved amplifier. If the investigators can detect stereotyped HFOs with a rate not less than 75% of FDA approved clinical amplifier and predict the SOZ in 8/10 patients, then the research team will move to the second phase of the project to test Outcome-3. Outcome-2 tests the feasibility of capturing relevant neural events with the external BIC system and compares the recording quality to the FDA approved amplifiers. Outcome-2 does not test any health-related outcome. |
Countries
United States
Outcome results
None listed