Literature DB >> 16300922

Identification of novel pathway regulation during myogenic differentiation.

Joseph D Szustakowski1, Jee-Hyung Lee, Christine A Marrese, Penelope A Kosinski, N R Nirmala, Daniel M Kemp.   

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.

Entities:  

Mesh:

Year:  2005        PMID: 16300922     DOI: 10.1016/j.ygeno.2005.08.009

Source DB:  PubMed          Journal:  Genomics        ISSN: 0888-7543            Impact factor:   5.736


  11 in total

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10.  Uncovering mechanisms of transcriptional regulations by systematic mining of cis regulatory elements with gene expression profiles.

Authors:  Qicheng Ma; Gung-Wei Chirn; Joseph D Szustakowski; Adel Bakhtiarova; Penelope A Kosinski; Daniel Kemp; Nanguneri Nirmala
Journal:  BioData Min       Date:  2008-07-17       Impact factor: 2.522

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