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本文引用的文献

1
Unraveling the differential dynamics of developmental fate in central and peripheral nervous systems.解析中枢和周围神经系统发育命运的差异动力学。
Sci Rep. 2016 Nov 2;6:36397. doi: 10.1038/srep36397.
2
Single-cell analysis of transcription kinetics across the cell cycle.细胞周期中转录动力学的单细胞分析。
Elife. 2016 Jan 29;5:e12175. doi: 10.7554/eLife.12175.
3
Cell-to-cell variability in the propensity to transcribe explains correlated fluctuations in gene expression.转录倾向中的细胞间变异性解释了基因表达中的相关波动。
Cell Syst. 2015 Nov 25;1(5):315-325. doi: 10.1016/j.cels.2015.10.011.
4
Cell-cycle dependence of transcription dominates noise in gene expression.细胞周期对转录的依赖性主导基因表达中的噪声。
PLoS Comput Biol. 2013;9(7):e1003161. doi: 10.1371/journal.pcbi.1003161. Epub 2013 Jul 25.
5
BMP-Smad 1/5/8 signalling in the development of the nervous system.BMP-Smad1/5/8 信号在神经系统发育中的作用。
Prog Neurobiol. 2013 Oct;109:28-41. doi: 10.1016/j.pneurobio.2013.07.002. Epub 2013 Jul 24.
6
Heterogeneous kinetics of AKT signaling in individual cells are accounted for by variable protein concentration.个体细胞中 AKT 信号的异质动力学是由可变的蛋白浓度引起的。
Front Physiol. 2012 Nov 28;3:451. doi: 10.3389/fphys.2012.00451. eCollection 2012.
7
MiR-34a represses Numbl in murine neural progenitor cells and antagonizes neuronal differentiation.miR-34a 抑制鼠神经祖细胞中的 Numbl 并拮抗神经元分化。
PLoS One. 2012;7(6):e38562. doi: 10.1371/journal.pone.0038562. Epub 2012 Jun 11.
8
Modelling the Delta1/Notch1 pathway: in search of the mediator(s) of neural stem cell differentiation.模拟 Delta1/Notch1 通路:寻找神经干细胞分化的中介(体)。
PLoS One. 2011 Feb 8;6(2):e14668. doi: 10.1371/journal.pone.0014668.
9
Non-genetic cell-to-cell variability and the consequences for pharmacology.非遗传的细胞间变异性及其对药理学的影响。
Curr Opin Chem Biol. 2009 Dec;13(5-6):556-61. doi: 10.1016/j.cbpa.2009.09.015. Epub 2009 Oct 14.
10
Late origin of glia-restricted progenitors in the developing mouse cerebral cortex.发育中小鼠大脑皮质中神经胶质细胞限制祖细胞的晚期起源。
Cereb Cortex. 2009 Jul;19 Suppl 1:i135-43. doi: 10.1093/cercor/bhp046. Epub 2009 Apr 10.

解析神经干细胞发育过程中混合群体的动力学起源。

Deciphering the Dynamical Origin of Mixed Population during Neural Stem Cell Development.

机构信息

Department of Chemistry, IIT Bombay, Powai, Mumbai, India.

Department of Chemistry, IIT Bombay, Powai, Mumbai, India.

出版信息

Biophys J. 2018 Feb 27;114(4):992-1004. doi: 10.1016/j.bpj.2017.12.035.

DOI:10.1016/j.bpj.2017.12.035
PMID:29490258
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5985008/
Abstract

Neural stem cells (NSCs) often give rise to a mixed population of cells during differentiation. However, the dynamical origin of these mixed states is poorly understood. In this article, our mathematical modeling study demonstrates that the bone morphogenetic protein 2 (BMP2) mediated disparate differentiation dynamics of NSCs in central and peripheral nervous systems essentially function through two distinct bistable switches that are mutually interconnected via a mushroom-like bifurcation. Stochastic simulations of the model reveal that the mixed population originates due to the existence of these bistable switching regulations and that the maintenance of such mixed states depends on the level of stochastic fluctuations of the system. It further demonstrates that due to extrinsic variability, cells in an NSC population can dynamically transit from mushroom to a unique isola kind of bifurcation state, which essentially extends the range of the BMP2-driven mixed population state during differentiation. Importantly, the model predicts that by individually altering the expression level of key regulatory proteins, the NSCs can be converted entirely to a preferred phenotype for BMP2 doses that previously resulted in a mixed population. Our findings show that efficient neuronal regeneration can be achieved by systematically maneuvering the differentiation dynamics.

摘要

神经干细胞(NSCs)在分化过程中常常产生混合细胞群体。然而,这些混合状态的动态起源尚不清楚。在本文中,我们的数学建模研究表明,骨形态发生蛋白 2(BMP2)介导的中枢和外周神经系统 NSCs 的不同分化动力学本质上是通过两个相互关联的蘑菇状分岔的相互作用通过两个相互关联的独特双稳态开关来实现的。该模型的随机模拟表明,混合群体的产生是由于存在这些双稳态开关调节,并且这种混合状态的维持取决于系统的随机波动水平。它进一步表明,由于外在的可变性,NSC 群体中的细胞可以从蘑菇状动态过渡到独特的分岔状态,这实质上扩展了 BMP2 驱动的分化过程中混合群体状态的范围。重要的是,该模型预测,通过单独改变关键调节蛋白的表达水平,可以将 NSCs 完全转化为以前产生混合群体的 BMP2 剂量的首选表型。我们的研究结果表明,通过系统地操纵分化动力学,可以实现有效的神经元再生。