Implantable Neurostimulators for Control of Oscillatory Brain Networks

用于控制大脑振荡网络的植入式神经刺激器

• 批准号: 10650770
• 负责人: Mahsa Shoaran
• 金额: $ 196.55万
• 依托单位: UNIVERSITY OF MINNESOTA
• 依托单位国家: 美国
• 财政年份: 2020
• 资助国家: 美国
• 起止时间: 2020-08-01 至 2025-05-31
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10650770
• 关键词: Acceleration; Algorithms; Animal Testing; Anxiety Disorders; Area; Behavioral; Brain; Brain region; Budgets; Clinic; Clinical; Communication; Complex; Consensus; Contracts; Coupling; Data; Data Analyses; Deep Brain Stimulation; Detection; Devices; Disease; Ecosystem; Electric Stimulation; Electronics; Electrophysiology (science); Epilepsy; Equipment; Failure; Frequencies; Future; Human; Implant; Individual; Laboratory Animals; Machine Learning; Manufacturer; Marketing; Measurement; Measures; Medical; Medical Device; Medical Device Designs; Mental disorders; Methods; Minnesota; Modeling; Modernization; Monitor; Mood Disorders; Movement Disorders; Neurosciences; Neurosciences Research; Output; Parkinson Disease; Patients; Pattern; Performance; Periodicity; Phase; Physiologic pulse; Physiology; Play; Positioning Attribute; Protocols documentation; Psychiatric therapeutic procedure; Psychiatry; Qualifying; Rattus; Resolution; Risk; Rodent; Seizures; Signal Transduction; Speed; Structure; Symptoms; System; Techniques; Technology; Testing; Therapeutic Effect; Time; Translating; Tremor; Universities; Validation; Work; analog; animal safety; brain cell; brain dysfunction; cognitive function; cognitive neuroscience; commercialization; conditioning; design; digital; emotional functioning; fabrication; first-in-human; improved; in vivo; industry partner; innovation; integrated circuit; medical implant; microelectronics; nanofabrication; neural; neural circuit; neural implant; neurotechnology; novel strategies; novel therapeutics; prototype; psychiatric symptom; safety testing; signal processing; success; tool; translational barrier; translational neuroscience; trigonometry

We propose to develop an implantable brain stimulation system to measure and control oscillatory local field potential (LFP) synchrony within brain networks. Implantable neurotechnologies like deep brain stimulation (DBS) have revolutionized the treatment of movement disorders and epilepsy. DBS has some clinical signal in psychiatry as well, but individual trial results are highly variable. We have argued that this is a target engagement problem – that the high-frequency constant stimulation used in Parkinson’s or other tremor disorders is not the right approach to the circuits of mental illness. Instead, we believe the correct approach is to identify signatures of healthy communication in these circuits/networks, then design stimulation protocols that specifically produce those signatures. LFP synchrony is likely one of those communication signatures. Across multiple domains of cognitive and emotional function, behavioral performance (a read-out of successful network communication) improves when brain regions show synchronous (coherent) LFP oscillations. Further, clinically effective DBS, in movement and psychiatric disorders, is associated with changes in LFP synchrony. Co-PI Widge has developed algorithms that specifically control inter-regional LFP synchrony, by locking electrical stimulation pulses in one region to the phase of an ongoing oscillation in another region. The translational challenge is that efficient, implantable real-time synchrony monitoring and phase-locked stimulation require signal processing capabilities not found in any existing or anticipated device. Co-PI Shoaran has developed power-efficient phase estimation circuits, specifically optimized for DBS- like implants. We propose to combine these approaches. Aims 1 and 2 will develop a new application- specific integrated circuit (ASIC) that integrates Dr. Shoaran’s measurement and neural decoding frameworks with Dr. Widge’s oscillation-control methods. We will validate this circuit’s recording and phase-locking capabilities in vivo in Dr. Widge’s rodent lab. In Aim 3, a world-leading contract implant manufacturer (Cirtec) will integrate that new ASIC into a packaged, implant-ready device ready for large animal safety testing. Cirtec has already developed a DBS prototyping platform optimized to get new therapies more quickly into first-in- human, allowing us to greatly accelerate the path to the clinic and reduce regulatory risk. At the end of 5 years, we will either be ready for that clinical pilot or have only modest safety testing remaining. Our team has expertise in electronics, medical device fabrication, clinical brain stimulation, and technology commercialization. The work will be headquartered in Minnesota’s “Medical Alley”, an epicenter of medical device innovation. We are well-qualified to execute these Aims and bring the resulting technology to market. Success would yield a new implant optimized for network monitoring and therapy, a powerful new tool for both psychiatric treatment and cutting-edge neuroscience research.

我们建议开发一种植入式脑刺激系统来测量和控制局部振荡

项目成果

A state space modeling approach to real-time phase estimation.

• DOI: 10.7554/elife.68803
• 发表时间: 2021-09-27
• 期刊: eLife
• 影响因子: 7.7
• 作者: Wodeyar A;Schatza M;Widge AS;Eden UT;Kramer MA
• 通讯作者: Kramer MA

Neural interface systems with on-device computing: machine learning and neuromorphic architectures.

• DOI: 10.1016/j.copbio.2021.10.012
• 发表时间: 2021-11
• 期刊: Current opinion in biotechnology
• 影响因子: 7.7
• 作者: Jerald Yoo;Mahsa Shoaran

Physiologically informed neuromodulation.

• DOI: 10.1016/j.jns.2021.120121
• 发表时间: 2022-03-15
• 期刊: Journal of the neurological sciences
• 影响因子: 4.4
• 作者: Wendt K;Denison T;Foster G;Krinke L;Thomson A;Wilson S;Widge AS
• 通讯作者: Widge AS

Predicting task performance from biomarkers of mental fatigue in global brain activity.

• DOI: 10.1088/1741-2552/abc529
• 发表时间: 2021-03-08
• 期刊: Journal of neural engineering
• 影响因子: 4
• 作者: Yao L;Baker JL;Schiff ND;Purpura KP;Shoaran M
• 通讯作者: Shoaran M

Decoding Human Cognitive Control Using Functional Connectivity of Local Field Potentials

• DOI: 10.1109/embc46164.2021.9630706
• 发表时间: 2021-11
• 期刊: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
• 作者: S. Avvaru;N. Provenza;A. Widge;K. Parhi