Transcriptional and Post-Transcriptional Regulation of Thrombospondin-1 Expression: A Computational Model

Chen Zhao, Jeffrey S. Isenberg, Aleksander S Popel

Research output: Contribution to journalArticle

Abstract

Hypoxia is an important physiological stress signal that drives angiogenesis, the formation of new blood vessels. Besides an increase in the production of pro-angiogenic signals such as vascular endothelial growth factor (VEGF), hypoxia also stimulates the production of anti-angiogenic signals. Thrombospondin-1 (TSP-1) is one of the anti-angiogenic factors whose synthesis is driven by hypoxia. Cellular synthesis of TSP-1 is tightly regulated by different intermediate biomolecules including proteins that interact with hypoxia-inducible factors (HIFs), transcription factors that are activated by receptor and intracellular signaling, and microRNAs which are small non-coding RNA molecules that function in post-transcriptional modification of gene expression. Here we present a computational model that describes the mechanistic interactions between intracellular biomolecules and cooperation between signaling pathways that together make up the complex network of TSP-1 regulation both at the transcriptional and post-transcriptional level. Assisted by the model, we conduct in silico experiments to compare the efficacy of different therapeutic strategies designed to modulate TSP-1 synthesis in conditions that simulate tumor and peripheral arterial disease microenvironment. We conclude that TSP-1 production in endothelial cells depends on not only the availability of certain growth factors but also the fine-tuned signaling cascades that are initiated by hypoxia.

Original languageEnglish (US)
Article numbere1005272
JournalPLoS Computational Biology
Volume13
Issue number1
DOIs
StatePublished - Jan 1 2017

Fingerprint

Thrombospondin 1
Hypoxia
Transcriptional Regulation
hypoxia
Computational Model
Biomolecules
Growth Factors
Synthesis
Transcription factors
Endothelial cells
Blood vessels
Complex networks
synthesis
RNA
Gene expression
Endothelial Factors
Tumors
Angiogenesis
Small Untranslated RNA
Endothelial Cells

ASJC Scopus subject areas

  • Ecology, Evolution, Behavior and Systematics
  • Modeling and Simulation
  • Ecology
  • Molecular Biology
  • Genetics
  • Cellular and Molecular Neuroscience
  • Computational Theory and Mathematics

Cite this

Transcriptional and Post-Transcriptional Regulation of Thrombospondin-1 Expression : A Computational Model. / Zhao, Chen; Isenberg, Jeffrey S.; Popel, Aleksander S.

In: PLoS Computational Biology, Vol. 13, No. 1, e1005272, 01.01.2017.

Research output: Contribution to journalArticle

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