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10.1016/j.yjmcc.2016.03.008

http://scihub22266oqcxt.onion/10.1016/j.yjmcc.2016.03.008
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suck abstract from ncbi


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pmid27017945
      J+Mol+Cell+Cardiol 2016 ; 94 (ä): 72-81
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  • A computational model of cardiac fibroblast signaling predicts context-dependent drivers of myofibroblast differentiation #MMPMID27017945
  • Zeigler AC ; Richardson WJ ; Holmes JW ; Saucerman JJ
  • J Mol Cell Cardiol 2016[May]; 94 (ä): 72-81 PMID27017945 show ga
  • Cardiac fibroblasts support heart function, and aberrant fibroblast signaling can lead to fibrosis and cardiac dysfunction. Yet how signaling molecules drive myofibroblast differentiation and fibrosis in the complex signaling environment of cardiac injury remains unclear. We developed a large-scale computational model of cardiac fibroblast signaling in order to identify regulators of fibrosis under diverse signaling contexts. The model network integrates 10 signaling pathways, including 91 nodes and 134 reactions, and it correctly predicted 80% of independent previous experiments. The model predicted key fibrotic signaling regulators (e.g. reactive oxygen species, tissue growth factor ? (TGF?) receptor), whose function varied depending on the extracellular environment. We characterized how network structure relates to function, identified functional modules, and predicted cross-talk between TGF? and mechanical signaling, which was validated experimentally in adult cardiac fibroblasts. This study provides a systems framework for predicting key regulators of fibroblast signaling across diverse signaling contexts.
  • |*Cell Differentiation [MESH]
  • |*Computer Simulation [MESH]
  • |*Models, Biological [MESH]
  • |*Signal Transduction [MESH]
  • |Animals [MESH]
  • |Cells, Cultured [MESH]
  • |Computational Biology/methods [MESH]
  • |Gene Expression Profiling [MESH]
  • |Humans [MESH]
  • |Myofibroblasts/*cytology/*metabolism [MESH]


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