Control analysis of optogenetics and deep brain stimulation targeting basal ganglia for Parkinson's disease

被引:3
作者
Zhang, Honghui [1 ,2 ]
Zhao, Yuzhi [1 ,2 ]
Shen, Zhuan [1 ,2 ]
Chen, Fangyue [1 ]
Cao, Zilu [1 ,2 ]
Shan, Wenxuan [1 ]
机构
[1] Northwestern Polytech Univ, Sch Math & Stat, 1 Dongxiang Rd, Xian 710129, Shaanxi, Peoples R China
[2] MIIT Key Lab Dynam & Control Complex Syst, 1 Dongxiang Rd, Xian 710129, Shaanxi, Peoples R China
来源
ELECTRONIC RESEARCH ARCHIVE | 2022年 / 30卷 / 06期
关键词
basal ganglia-thalamic network; optogenetics; deep brain stimulation (DBS); Parkinson's disease (PD); thalamic fidelity; SUBTHALAMIC NUCLEUS; MODEL; CELL;
D O I
10.3934/era.2022115
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Interested in the regulatory effects of emerging optogenetics and classical deep brain stim-ulation (DBS) on Parkinson's disease (PD), through analysis of thalamic fidelity, here we conduct systematic work with the help of biophysically-based basal ganglia-thalamic circuits model. Under the excitatory ChannelRhodopsin-2 (ChR2), results show that photostimulation targeting globus pallidus externa (GPe) can restore the thalamic relay ability, reduce the synchrony of neurons and alleviate the excessive beta band oscillation, while the effects of targeting globus pallidus interna (GPi) and sub-thalamic nucleus (STN) are poor. To our delight, these results match experimental reports that the symptoms of PD's movement disorder can be alleviated effectively when GPe are excited by opto-genetic, but the situation for STN is not satisfactory. For DBS, we also get considerable simulation results after stimulating GPi, STN and GPe. And the control effect of targeting GPe is better than that of GPi as revealed in some experiments. Furthermore, to reduce side effects and electrical energy, six different dual target combination stimulation strategies are compared, among which the combination of GPe and GPi is the best. Most noteworthy, GPe is shown to be a potential target for both electrical and photostimulation. Although these results need further clinical and experimental verification, they are still expected to provide some enlightenment for the treatment of PD.
引用
收藏
页码:2263 / 2282
页数:20
相关论文
共 20 条
[1]  
Banegas I, 2017, AIMS NEUROSCI, V4, P223, DOI 10.3934/Neuroscience.2017.4.223
[2]   Targeted optogenetic stimulation and recording of neurons in vivo using cell-type-specific expression of Channelrhodopsin-2 [J].
Cardin, Jessica A. ;
Carlen, Marie ;
Meletis, Konstantinos ;
Knoblich, Ulf ;
Zhang, Feng ;
Deisseroth, Karl ;
Tsai, Li-Huei ;
Moore, Christopher I. .
NATURE PROTOCOLS, 2010, 5 (02) :247-254
[3]  
Daneshzand M, 2017, IEEE INT C BIOINF BI, P57, DOI [10.1109/BIBE.2017.00-78, 10.1109/BIBE.2017.00017]
[4]   Pathophysiology of parkinsonism [J].
Galvan, Adriana ;
Wichmann, Thomas .
CLINICAL NEUROPHYSIOLOGY, 2008, 119 (07) :1459-1474
[5]   Optical Deconstruction of Parkinsonian Neural Circuitry [J].
Gradinaru, Viviana ;
Mogri, Murtaza ;
Thompson, Kimberly R. ;
Henderson, Jaimie M. ;
Deisseroth, Karl .
SCIENCE, 2009, 324 (5925) :354-359
[6]   Kinetic evaluation of photosensitivity in genetically engineered neurons expressing green algae light-gated channels [J].
Ishizuka, T ;
Kakuda, M ;
Araki, R ;
Yawo, H .
NEUROSCIENCE RESEARCH, 2006, 54 (02) :85-94
[7]   Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease [J].
Krack, P ;
Batir, A ;
Van Blercom, N ;
Chabardes, S ;
Fraix, V ;
Ardouin, C ;
Koudsie, A ;
Limousin, PD ;
Benazzouz, A ;
LeBas, JF ;
Benabid, AL ;
Pollak, P .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 349 (20) :1925-1934
[8]   A biophysical model of the cortex-basal ganglia-thalamus network in the 6-OHDA lesioned rat model of Parkinson's disease [J].
Kumaravelu, Karthik ;
Brocker, David T. ;
Grill, Warren M. .
JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2016, 40 (02) :207-229
[9]   Cell-specific pallidal intervention induces long-lasting motor recovery in dopamine-depleted mice [J].
Mastro, Kevin J. ;
Zitelli, Kevin T. ;
Willard, Amanda M. ;
Leblanc, Kimberly H. ;
Kravitz, Alexxai V. ;
Gittis, Aryn H. .
NATURE NEUROSCIENCE, 2017, 20 (06) :815-+
[10]  
Nikolic Konstantin, 2006, Conf Proc IEEE Eng Med Biol Soc, V2006, P1626