Literature DB >> 28053151

Optimized temporal pattern of brain stimulation designed by computational evolution.

David T Brocker1, Brandon D Swan1, Rosa Q So1, Dennis A Turner2,3, Robert E Gross4,5, Warren M Grill6,2.   

Abstract

Brain stimulation is a promising therapy for several neurological disorders, including Parkinson's disease. Stimulation parameters are selected empirically and are limited to the frequency and intensity of stimulation. We varied the temporal pattern of deep brain stimulation to ameliorate symptoms in a parkinsonian animal model and in humans with Parkinson's disease. We used model-based computational evolution to optimize the stimulation pattern. The optimized pattern produced symptom relief comparable to that from standard high-frequency stimulation (a constant rate of 130 or 185 Hz) and outperformed frequency-matched standard stimulation in a parkinsonian rat model and in patients. Both optimized and standard high-frequency stimulation suppressed abnormal oscillatory activity in the basal ganglia of rats and humans. The results illustrate the utility of model-based computational evolution of temporal patterns to increase the efficiency of brain stimulation in treating Parkinson's disease and thereby reduce the energy required for successful treatment below that of current brain stimulation paradigms.
Copyright © 2017, American Association for the Advancement of Science.

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Year:  2017        PMID： 28053151      PMCID： PMC5516784          DOI： 10.1126/scitranslmed.aah3532

Source DB:  PubMed          Journal:  Sci Transl Med        ISSN： 1946-6234            Impact factor:   17.956


  74 in total

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Authors:  Jens Volkmann; Jan Herzog; Florian Kopper; Güntner Deuschl
Journal:  Mov Disord       Date:  2002       Impact factor: 10.338

2.  Reduction in subthalamic 8-35 Hz oscillatory activity correlates with clinical improvement in Parkinson's disease.

Authors:  Andrea A Kühn; Andreas Kupsch; Gerd-Helge Schneider; Peter Brown
Journal:  Eur J Neurosci       Date:  2006-04       Impact factor: 3.386

3.  Closed-loop deep brain stimulation is superior in ameliorating parkinsonism.

Authors:  Boris Rosin; Maya Slovik; Rea Mitelman; Michal Rivlin-Etzion; Suzanne N Haber; Zvi Israel; Eilon Vaadia; Hagai Bergman
Journal:  Neuron       Date:  2011-10-20       Impact factor: 17.173

4.  Parkinsonian impairment correlates with spatially extensive subthalamic oscillatory synchronization.

Authors:  A Pogosyan; F Yoshida; C C Chen; I Martinez-Torres; T Foltynie; P Limousin; L Zrinzo; M I Hariz; P Brown
Journal:  Neuroscience       Date:  2010-09-09       Impact factor: 3.590

5.  Accuracy of clinical diagnosis of idiopathic Parkinson's disease: a clinico-pathological study of 100 cases.

Authors:  A J Hughes; S E Daniel; L Kilford; A J Lees
Journal:  J Neurol Neurosurg Psychiatry       Date:  1992-03       Impact factor: 10.154

6.  Pallidal versus subthalamic deep-brain stimulation for Parkinson's disease.

Authors:  Kenneth A Follett; Frances M Weaver; Matthew Stern; Kwan Hur; Crystal L Harris; Ping Luo; William J Marks; Johannes Rothlind; Oren Sagher; Claudia Moy; Rajesh Pahwa; Kim Burchiel; Penelope Hogarth; Eugene C Lai; John E Duda; Kathryn Holloway; Ali Samii; Stacy Horn; Jeff M Bronstein; Gatana Stoner; Philip A Starr; Richard Simpson; Gordon Baltuch; Antonio De Salles; Grant D Huang; Domenic J Reda
Journal:  N Engl J Med       Date:  2010-06-03       Impact factor: 91.245

7.  The impact on Parkinson's disease of electrical parameter settings in STN stimulation.

Authors:  E Moro; R J A Esselink; J Xie; M Hommel; A L Benabid; P Pollak
Journal:  Neurology       Date:  2002-09-10       Impact factor: 9.910

8.  Therapeutic deep brain stimulation in Parkinsonian rats directly influences motor cortex.

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Journal:  Neuron       Date:  2012-12-06       Impact factor: 17.173

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Journal:  Exp Neurol       Date:  2008-05-22       Impact factor: 5.330

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Journal:  Stereotact Funct Neurosurg       Date:  1994       Impact factor: 1.875
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  38 in total

1.  In vivo microstimulation with cathodic and anodic asymmetric waveforms modulates spatiotemporal calcium dynamics in cortical neuropil and pyramidal neurons of male mice.

Authors:  Kevin C Stieger; James R Eles; Kip A Ludwig; Takashi D Y Kozai
Journal:  J Neurosci Res       Date:  2020-06-26       Impact factor: 4.164

2.  Numerical optimization of coordinated reset stimulation for desynchronizing neuronal network dynamics.

Authors:  Shigeru Kubota; Jonathan E Rubin
Journal:  J Comput Neurosci       Date:  2018-06-07       Impact factor: 1.621

3.  A retrospective evaluation of automated optimization of deep brain stimulation parameters.

Authors:  Johannes Vorwerk; Andrea A Brock; Daria N Anderson; John D Rolston; Christopher R Butson
Journal:  J Neural Eng       Date:  2019-11-06       Impact factor: 5.379

4.  Electrodeposited platinum-iridium coating improves in vivo recording performance of chronically implanted microelectrode arrays.

Authors:  Isaac R Cassar; Chunxiu Yu; Jaydeep Sambangi; Curtis D Lee; John J Whalen; Artin Petrossians; Warren M Grill
Journal:  Biomaterials       Date:  2019-03-18       Impact factor: 12.479

Review 5.  Deep Brain Stimulation in Psychiatry: Mechanisms, Models, and Next-Generation Therapies.

Authors:  Mustafa Taha Bilge; Aishwarya K Gosai; Alik S Widge
Journal:  Psychiatr Clin North Am       Date:  2018-07-09

6.  Improving deep brain stimulation: timing makes all the difference.

Authors:  Jan Hirschmann; Alfons Schnitzler
Journal:  Ann Transl Med       Date:  2017-12

7.  Multiple stimulation parameters influence efficacy of deep brain stimulation in parkinsonian mice.

Authors:  Jonathan S Schor; Alexandra B Nelson
Journal:  J Clin Invest       Date:  2019-06-13       Impact factor: 14.808

8.  Brain stimulation patterns emulating endogenous thalamocortical input to parvalbumin-expressing interneurons reduce nociception in mice.

Authors:  Yeowool Huh; Dahee Jung; Taeyoon Seo; Sukkyu Sun; Su Hyun Kim; Hyewhon Rhim; Sooyoung Chung; Chong-Hyun Kim; Youngwoo Kwon; Marom Bikson; Yong-An Chung; Jeansok J Kim; Jeiwon Cho
Journal:  Brain Stimul       Date:  2018-05-18       Impact factor: 8.955

9.  The development of neural stimulators: a review of preclinical safety and efficacy studies.

Authors:  Robert K Shepherd; Joel Villalobos; Owen Burns; David A X Nayagam
Journal:  J Neural Eng       Date:  2018-05-14       Impact factor: 5.379

Review 10.  Systems approaches to optimizing deep brain stimulation therapies in Parkinson's disease.

Authors:  Sabato Santaniello; John T Gale; Sridevi V Sarma
Journal:  Wiley Interdiscip Rev Syst Biol Med       Date:  2018-03-20
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