Closed-loop systems for deep brain stimulation to treat neuropsychiatric disorders

被引:0
作者
Balachandar, Arjun [1 ]
Phokaewvarangkul, Onanong [2 ,3 ]
Fasano, Alfonso [4 ,5 ,6 ,7 ]
机构
[1] Univ Toronto, Div Neurol, Toronto, ON, Canada
[2] Chulalongkorn Univ, Fac Med, Dept Med, Chulalongkorn Ctr Excellence Parkinsons Dis & Rela, Bangkok, Thailand
[3] King Chulalongkorn Mem Hosp, Bangkok, Thailand
[4] Univ Toronto, Toronto Western Hosp, Edmond J Safra Program Parkinsons Dis, Div Neurol, Toronto, ON, Canada
[5] Univ Toronto, Toronto Western Hosp, Div Neurol, Morton & Gloria Shulman Movement Disorders Clin, Toronto, ON, Canada
[6] Krembil Res Inst, 399 Bathurst St, 7MacL412, Toronto, ON M5T 2S8, Canada
[7] Ctr Advancing Neurotechnol Innovat Applicat CRANIA, Toronto, ON, Canada
关键词
Closed loop neuromodulation; deep brain stimulation; movement disorders; parkinson's disease; dystonia; essential tremor; Tourette syndrome; neuropsychiatric disorders; PARKINSONS-DISEASE; SUBTHALAMIC NUCLEUS; ESSENTIAL TREMOR; OSCILLATORY ACTIVITY; MOTOR IMPAIRMENT; ADAPTIVE DBS; NEUROMODULATION; CLASSIFICATION; POTENTIALS; RECORDINGS;
D O I
10.1080/17434440.2024.2438309
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
IntroductionA closed-loop or feedback-control system is a process which considers the system's output in order to automatically adjust the input. Compared to a traditional open-loop system, a closed-loop system allows for a higher degree of accuracy with minimal human intervention. Novel methods of closed loop 'adaptive' deep brain stimulation DBS (aDBS) are being developed.Areas coveredThis review focuses on the current state of aDBS for various neuropsychiatric conditions: common movement disorders such as Parkinson's disease, dystonia, essential tremor, and Tourette syndrome, as well as psychiatric disorders of depression and obsessive-compulsive disorder. Finally, the future directions of closed-loop neuromodulation treatments are also discussed.Expert opinionRecently, aDBS has been shown to offer benefits compared to open-loop DBS. Understanding the biomarkers of pathological states across various disorders is, however, crucial to implementation of aDBS, and improved sensing-capable hardware and advances in machine learning are poised to allow its effective implementation.
引用
收藏
页码:1141 / 1152
页数:12
相关论文
共 133 条
[1]   Digital Technology in Movement Disorders: Updates, Applications, and Challenges [J].
Adams, Jamie L. ;
Lizarraga, Karlo J. ;
Waddell, Emma M. ;
Myers, Taylor L. ;
Jensen-Roberts, Stella ;
Modica, Joseph S. ;
Schneider, Ruth B. .
CURRENT NEUROLOGY AND NEUROSCIENCE REPORTS, 2021, 21 (04)
[2]  
Adaptive DBS, Algorithm for personalized therapy in Parkinson's disease-full text view-ClinicalTrials.Gov
[3]   Cingulate dynamics track depression recovery with deep brain stimulation [J].
Alagapan, Sankaraleengam ;
Choi, Ki Sueng ;
Heisig, Stephen ;
Riva-Posse, Patricio ;
Crowell, Andrea ;
Tiruvadi, Vineet ;
Obatusin, Mosadoluwa ;
Veerakumar, Ashan ;
Waters, Allison C. ;
Gross, Robert E. ;
Quinn, Sinead ;
Denison, Lydia ;
O'Shaughnessy, Matthew ;
Connor, Marissa ;
Canal, Gregory ;
Cha, Jungho ;
Hershenberg, Rachel ;
Nauvel, Tanya ;
Isbaine, Faical ;
Afzal, Muhammad Furqan ;
Figee, Martijn ;
Kopell, Brian H. ;
Butera, Robert ;
Mayberg, Helen S. ;
Rozell, Christopher J. .
NATURE, 2023, 622 (7981) :130-138
[4]   Deep Brain Stimulation for Obsessive-Compulsive Disorder: A Meta-Analysis of Treatment Outcome and Predictors of Response [J].
Alonso, Pino ;
Cuadras, Daniel ;
Gabriels, Loes ;
Denys, Damiaan ;
Goodman, Wayne ;
Greenberg, Ben D. ;
Jimenez-Ponce, Fiacro ;
Kuhn, Jens ;
Lenartz, Doris ;
Mallet, Luc ;
Nuttin, Bart ;
Real, Eva ;
Segalas, Cinto ;
Schuurman, Rick ;
du Montcel, Sophie Tezenas ;
Menchon, Jose M. .
PLOS ONE, 2015, 10 (07)
[5]   Eight-hours adaptive deep brain stimulation in patients with Parkinson disease [J].
Arlotti, Mattia ;
Marceglia, Sara ;
Foffani, Guglielmo ;
Volkmann, Jens ;
Lozano, Andres M. ;
Moro, Elena ;
Cogiamanian, Filippo ;
Prenassi, Marco ;
Bocci, Tommaso ;
Cortese, Francesca ;
Rampini, Paolo ;
Barbieri, Sergio ;
Priori, Alberto .
NEUROLOGY, 2018, 90 (11) :E971-506
[6]   The safety and efficacy of thalamic deep brain stimulation in essential tremor: 10 years and beyond [J].
Baizabal-Carvallo, Jose Fidel ;
Kagnoff, Melissa N. ;
Jimenez-Shahed, Joohi ;
Fekete, Robert ;
Jankovic, Joseph .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2014, 85 (05) :567-572
[7]   Deep Brain Stimulation for Tourette-Syndrome: A Systematic Review and Meta-Analysis [J].
Baldermann, Juan Carlos ;
Schueller, Thomas ;
Huys, Daniel ;
Becker, Ingrid ;
Timmermann, Lars ;
Jessen, Frank ;
Visser-Vandewalle, Veerle ;
Kuhn, Jens .
BRAIN STIMULATION, 2016, 9 (02) :296-304
[8]   Dystonia: an update on phenomenology, classification, pathogenesis and treatment [J].
Balint, Bettina ;
Bhatia, Kailash P. .
CURRENT OPINION IN NEUROLOGY, 2014, 27 (04) :468-476
[9]   Electrophysiological scarring in remitted depressed patients: Elevated EEG functional connectivity between the posterior cingulate cortex and the subgenual prefrontal cortex as a neural marker for rumination [J].
Benschop, Lars ;
Poppa, Tasha ;
Medani, Takfarinas ;
Shahabi, Hossein ;
Baeken, Chris ;
Leahy, Richard M. ;
Pizzagalli, Diego A. ;
Vanderhasselt, Marie-Anne .
JOURNAL OF AFFECTIVE DISORDERS, 2021, 281 :493-501
[10]   Oscillatory Beta Power Correlates With Akinesia-Rigidity in the Parkinsonian Subthalamic Nucleus [J].
Beudel, Martijn ;
Oswal, Ashwini ;
Jha, Ashwani ;
Foltynie, Thomas ;
Zrinzo, Ludvic ;
Hariz, Marwan ;
Limousin, Patricia ;
Litvak, Vladimir .
MOVEMENT DISORDERS, 2017, 32 (01) :174-175