Suppr超能文献

解析星形胶质细胞中ChR2驱动的随机Ca2+动力学:呼吁新的干预范式。

Unraveling ChR2-driven stochastic Ca2+ dynamics in astrocytes: A call for new interventional paradigms.

作者信息

Moshkforoush Arash, Balachandar Lakshmini, Moncion Carolina, Montejo Karla A, Riera Jorge

机构信息

Department of Biomedical Engineering, Florida International University, Miami, Florida, United States of America.

Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, United States of America.

出版信息

PLoS Comput Biol. 2021 Feb 10;17(2):e1008648. doi: 10.1371/journal.pcbi.1008648. eCollection 2021 Feb.

Abstract

Optogenetic targeting of astrocytes provides a robust experimental model to differentially induce Ca2+ signals in astrocytes in vivo. However, a systematic study quantifying the response of optogenetically modified astrocytes to light is yet to be performed. Here, we propose a novel stochastic model of Ca2+ dynamics in astrocytes that incorporates a light sensitive component-channelrhodopsin 2 (ChR2). Utilizing this model, we investigated the effect of different light stimulation paradigms on cells expressing select variants of ChR2 (wild type, ChETA, and ChRET/TC). Results predict that depending on paradigm specification, astrocytes might undergo drastic changes in their basal Ca2+ level and spiking probability. Furthermore, we performed a global sensitivity analysis to assess the effect of variation in parameters pertinent to the shape of the ChR2 photocurrent on astrocytic Ca2+ dynamics. Results suggest that directing variants towards the first open state of the ChR2 photocycle (o1) enhances spiking activity in astrocytes during optical stimulation. Evaluation of the effect of Ca2+ buffering and coupling coefficient in a network of ChR2-expressing astrocytes demonstrated basal level elevations in the stimulated region and propagation of calcium activity to unstimulated cells. Buffering reduced the diffusion range of Ca2+ within the network, thereby limiting propagation and influencing the activity of astrocytes. Collectively, the framework presented in this study provides valuable information for the selection of light stimulation paradigms that elicit desired astrocytic activity using existing ChR2 constructs, as well as aids in the engineering of future application-oriented optogenetic variants.

摘要

对星形胶质细胞进行光遗传学靶向提供了一个强大的实验模型,可在体内差异性地诱导星形胶质细胞中的Ca2+信号。然而,尚未进行系统研究来量化光遗传学修饰的星形胶质细胞对光的反应。在此,我们提出了一种星形胶质细胞中Ca2+动力学的新型随机模型,该模型纳入了光敏感成分——通道视紫红质2(ChR2)。利用该模型,我们研究了不同光刺激模式对表达ChR2特定变体(野生型、ChETA和ChRET/TC)的细胞的影响。结果预测,根据模式规范,星形胶质细胞的基础Ca2+水平和放电概率可能会发生剧烈变化。此外,我们进行了全局敏感性分析,以评估与ChR2光电流形状相关的参数变化对星形胶质细胞Ca2+动力学的影响。结果表明,将变体导向ChR2光循环的第一个开放状态(o1)可增强光刺激期间星形胶质细胞的放电活动。对表达ChR2的星形胶质细胞网络中Ca2+缓冲和耦合系数的影响评估表明,受刺激区域的基础水平升高,并且钙活性向未受刺激的细胞传播。缓冲减少了Ca2+在网络内的扩散范围,从而限制了传播并影响了星形胶质细胞的活动。总体而言,本研究中提出的框架为选择使用现有ChR2构建体引发所需星形胶质细胞活动的光刺激模式提供了有价值的信息,同时也有助于未来面向应用的光遗传学变体的工程设计。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a18f/7875401/cd922cc8dd52/pcbi.1008648.g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验