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引用本文的文献

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A Point Process Model-based Framework Reveals Reinforcement Mechanisms in Striatum during High Frequency STN DBS.基于点过程模型的框架揭示了高频丘脑底核深部脑刺激期间纹状体中的强化机制。
Proc IEEE Conf Decis Control. 2012 Dec;2012:1645-1650. doi: 10.1109/cdc.2012.6426098. Epub 2013 Feb 4.
2
Systems approaches to optimizing deep brain stimulation therapies in Parkinson's disease.优化帕金森病深部脑刺激疗法的系统方法。
Wiley Interdiscip Rev Syst Biol Med. 2018 Sep;10(5):e1421. doi: 10.1002/wsbm.1421. Epub 2018 Mar 20.
3
Subthalamic nucleus and globus pallidus interna influence firing of tonically active neurons in the primate striatum through different mechanisms.苍白球内侧和丘脑底核通过不同的机制影响灵长类动物纹状体中持续活动神经元的放电。
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Therapeutic mechanisms of high-frequency stimulation in Parkinson's disease and neural restoration via loop-based reinforcement.帕金森病中高频刺激的治疗机制及基于环路强化的神经修复
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6
Resting state functional MRI in Parkinson's disease: the impact of deep brain stimulation on 'effective' connectivity.帕金森病静息态功能磁共振成像:深部脑刺激对“有效”连接的影响。
Brain. 2014 Apr;137(Pt 4):1130-44. doi: 10.1093/brain/awu027. Epub 2014 Feb 24.

本文引用的文献

1
High-frequency deep brain stimulation of the putamen improves bradykinesia in Parkinson's disease.高频深部脑刺激壳核可改善帕金森病的运动迟缓。
Mov Disord. 2011 Oct;26(12):2232-8. doi: 10.1002/mds.23842. Epub 2011 Jun 28.
2
Point process models show temporal dependencies of basal ganglia nuclei under deep brain stimulation.点过程模型显示了深部脑刺激下基底神经节核的时间依赖性。
Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:4152-5. doi: 10.1109/IEMBS.2010.5627350.
3
Modeling the effects of Deep Brain Stimulation on sensorimotor cortex in normal and MPTP conditions.模拟深部脑刺激对正常和MPTP条件下感觉运动皮层的影响。
Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:2081-4. doi: 10.1109/IEMBS.2010.5626285.
4
Modeling the motor striatum under Deep Brain Stimulation in normal and MPTP conditions.在正常和MPTP条件下对深部脑刺激下的运动纹状体进行建模。
Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:2065-8. doi: 10.1109/IEMBS.2010.5626354.
5
Long-term results of a multicenter study on subthalamic and pallidal stimulation in Parkinson's disease.多中心研究帕金森病丘脑底核和苍白球刺激的长期结果。
Mov Disord. 2010 Apr 15;25(5):578-86. doi: 10.1002/mds.22735.
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Using point process models to compare neural spiking activity in the subthalamic nucleus of Parkinson's patients and a healthy primate.使用点过程模型比较帕金森病患者和健康灵长类动物的丘脑底核神经放电活动。
IEEE Trans Biomed Eng. 2010 Jun;57(6):1297-305. doi: 10.1109/TBME.2009.2039213. Epub 2010 Feb 17.
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Subthalamic nucleus discharge patterns during movement in the normal monkey and Parkinsonian patient.正常猴子和帕金森病患者运动过程中丘脑底核的放电模式。
Brain Res. 2009 Mar 13;1260:15-23. doi: 10.1016/j.brainres.2008.12.062. Epub 2009 Jan 7.
8
Spatio-temporal correlations and visual signalling in a complete neuronal population.完整神经元群体中的时空相关性与视觉信号传导
Nature. 2008 Aug 21;454(7207):995-9. doi: 10.1038/nature07140. Epub 2008 Jul 23.
9
Mechanisms of action of deep brain stimulation(DBS) .深部脑刺激(DBS)的作用机制
Neurosci Biobehav Rev. 2008;32(3):388-407. doi: 10.1016/j.neubiorev.2007.06.003. Epub 2007 Jun 27.
10
Effects of GPi stimulation on human thalamic neuronal activity.苍白球内侧部刺激对人丘脑神经元活动的影响。
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高频丘脑底核脑深部电刺激期间壳核的强化机制:一项点过程研究。

Reinforcement mechanisms in putamen during high frequency STN DBS: A point process study.

作者信息

Santaniello Sabato, Gale John T, Montgomery Erwin B, Sarma Sridevi V

机构信息

Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:1214-7. doi: 10.1109/EMBC.2012.6346155.

DOI:10.1109/EMBC.2012.6346155
PMID:23366116
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3822770/
Abstract

Despite a pivotal role in the motor loop, dorsolateral striatum (putamen) has been poorly studied thus far under Parkinsonian conditions and Deep Brain Stimulation (DBS). We analyze the activity of the putamen in a monkey by combining single unit recordings and point process models. The animal received DBS (30-130 Hz) in the subthalamic nucleus (STN) while at rest and recordings were acquired both before and after treatment with 1-methyl-4-phenyl-1,2,3,6- tetrahydropyridine (MPTP), which induced Parkinsonian-like motor disorders. 141 neurons were collected and, for each neuron, a point process model captured DBS-evoked discharge patterns. In the normal animal, spike trains at rest had Poisson like distribution with non-stationary recurrent patterns (RPs) of period 3-7 ms and were mildly changed by low frequency (LF, i.e., < 100 Hz) DBS (i.e., < 20% of neurons affected). With high frequency (HF, i.e., 100-130 Hz) DBS, instead, up to 59% of neurons were affected, the DBS history significantly impacted the neuronal spiking propensity, and the RPs and the post-stimulus activation latency decreased. MPTP evoked inter-neuronal dependencies (INDs) at rest and, compared to normal, LF DBS of the MPTP animal increased RPs and INDs, while HF DBS elicited a faster and wider post-stimulus activation. Overall, HF DBS reduced ongoing non-stationary dynamics by regularizing the discharge patterns both in MPTP and normal putamen, while the combination of MPTP and LF DBS enhanced such dynamics.

摘要

尽管背外侧纹状体(壳核)在运动环路中起关键作用,但迄今为止,在帕金森病状态和深部脑刺激(DBS)下对其研究甚少。我们通过结合单神经元记录和点过程模型来分析猴子壳核的活动。动物在静息状态下接受丘脑底核(STN)的DBS(30 - 130Hz),并在使用1 - 甲基 - 4 - 苯基 - 1,2,3,6 - 四氢吡啶(MPTP)治疗前后进行记录,MPTP可诱发帕金森样运动障碍。收集了141个神经元,并且为每个神经元建立了一个点过程模型来捕捉DBS诱发的放电模式。在正常动物中,静息时的动作电位序列具有泊松分布,具有3 - 7毫秒的非平稳递归模式(RPs),并且低频(LF,即<100Hz)DBS对其影响较小(即<20%的神经元受影响)。相反,高频(HF,即100 - 130Hz)DBS时,高达59%的神经元受影响,DBS的历史记录显著影响神经元的放电倾向,RPs和刺激后激活潜伏期缩短。MPTP在静息时诱发神经元间依赖性(INDs),与正常情况相比,MPTP处理动物的LF DBS增加了RPs和INDs,而HF DBS引发了更快、更广泛的刺激后激活。总体而言,HF DBS通过规范MPTP处理和正常壳核中的放电模式来减少持续的非平稳动态,而MPTP和LF DBS的组合增强了这种动态。