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在肌源性分化过程中新型信号通路调控的鉴定

Identification of novel pathway regulation during myogenic differentiation.

作者信息

Szustakowski Joseph D, Lee Jee-Hyung, Marrese Christine A, Kosinski Penelope A, Nirmala N R, Kemp Daniel M

机构信息

Life Science Informatics, Novartis Institutes for BioMedical Research, Cambridge, MA 02139, USA.

出版信息

Genomics. 2006 Jan;87(1):129-38. doi: 10.1016/j.ygeno.2005.08.009. Epub 2005 Nov 21.

Abstract

Stem cell differentiation is governed by extracellular signals that activate intracellular networks (or pathways) to drive phenotypic specification. Using a novel gene clustering strategy we determined pathway relationships from a genome-wide transcriptional dataset of skeletal myoblast differentiation. Established myogenic pathways, including cell contractility and cell-cycle arrest, were predicted with extreme statistical significance (p approximately 0). In addition, gene sets associated with angiogenesis, neuronal activity, and mRNA splicing were regulated, exposing developmental and therapeutic implications. Acquisition of transcriptional data spanning the entire differentiation time course provided context for a dynamic landscape of functional pathway regulation. This novel perspective on myogenic cell differentiation revealed previously unrecognized patterns of regulation. We predict that similar analyses will facilitate ongoing efforts to define molecular mechanisms in other stem cell and developmental paradigms. Finally, by combining an iterative process of analysis with supplementation of novel pathways, this application may evolve into a powerful discovery tool.

摘要

干细胞分化受细胞外信号调控,这些信号激活细胞内网络(或通路)以驱动表型特化。我们采用一种新颖的基因聚类策略,从骨骼肌成肌细胞分化的全基因组转录数据集中确定通路关系。包括细胞收缩性和细胞周期停滞在内的既定成肌通路,其预测具有极高的统计学显著性(p约为0)。此外,与血管生成、神经元活动和mRNA剪接相关的基因集也受到调控,揭示了其在发育和治疗方面的意义。跨越整个分化时间进程获取的转录数据为功能通路调控的动态图景提供了背景。这种对成肌细胞分化的全新视角揭示了以前未被认识的调控模式。我们预测,类似的分析将有助于正在进行的在其他干细胞和发育范式中定义分子机制的工作。最后,通过将迭代分析过程与新通路的补充相结合,该应用可能会发展成为一种强大的发现工具。

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