Dynamic Redox Regulation of IL-4 Signaling.

Quantifying the magnitude and dynamics of protein oxidation during cell signaling is technically challenging. Computational modeling provides tractable, quantitative methods to test hypotheses of redox mechanisms that may be simultaneously operative during signal transduction. The interleukin-4 (IL-...

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Main Authors: Gaurav Dwivedi, Margaret A Gran, Pritha Bagchi, Melissa L Kemp
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-11-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4642971?pdf=render
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spelling doaj-727780fdd4e043f1bffe0a3eb38a69c52020-11-25T02:10:47ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582015-11-011111e100458210.1371/journal.pcbi.1004582Dynamic Redox Regulation of IL-4 Signaling.Gaurav DwivediMargaret A GranPritha BagchiMelissa L KempQuantifying the magnitude and dynamics of protein oxidation during cell signaling is technically challenging. Computational modeling provides tractable, quantitative methods to test hypotheses of redox mechanisms that may be simultaneously operative during signal transduction. The interleukin-4 (IL-4) pathway, which has previously been reported to induce reactive oxygen species and oxidation of PTP1B, may be controlled by several other putative mechanisms of redox regulation; widespread proteomic thiol oxidation observed via 2D redox differential gel electrophoresis upon IL-4 treatment suggests more than one redox-sensitive protein implicated in this pathway. Through computational modeling and a model selection strategy that relied on characteristic STAT6 phosphorylation dynamics of IL-4 signaling, we identified reversible protein tyrosine phosphatase (PTP) oxidation as the primary redox regulatory mechanism in the pathway. A systems-level model of IL-4 signaling was developed that integrates synchronous pan-PTP oxidation with ROS-independent mechanisms. The model quantitatively predicts the dynamics of IL-4 signaling over a broad range of new redox conditions, offers novel hypotheses about regulation of JAK/STAT signaling, and provides a framework for interrogating putative mechanisms involving receptor-initiated oxidation.http://europepmc.org/articles/PMC4642971?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Gaurav Dwivedi
Margaret A Gran
Pritha Bagchi
Melissa L Kemp
spellingShingle Gaurav Dwivedi
Margaret A Gran
Pritha Bagchi
Melissa L Kemp
Dynamic Redox Regulation of IL-4 Signaling.
PLoS Computational Biology
author_facet Gaurav Dwivedi
Margaret A Gran
Pritha Bagchi
Melissa L Kemp
author_sort Gaurav Dwivedi
title Dynamic Redox Regulation of IL-4 Signaling.
title_short Dynamic Redox Regulation of IL-4 Signaling.
title_full Dynamic Redox Regulation of IL-4 Signaling.
title_fullStr Dynamic Redox Regulation of IL-4 Signaling.
title_full_unstemmed Dynamic Redox Regulation of IL-4 Signaling.
title_sort dynamic redox regulation of il-4 signaling.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2015-11-01
description Quantifying the magnitude and dynamics of protein oxidation during cell signaling is technically challenging. Computational modeling provides tractable, quantitative methods to test hypotheses of redox mechanisms that may be simultaneously operative during signal transduction. The interleukin-4 (IL-4) pathway, which has previously been reported to induce reactive oxygen species and oxidation of PTP1B, may be controlled by several other putative mechanisms of redox regulation; widespread proteomic thiol oxidation observed via 2D redox differential gel electrophoresis upon IL-4 treatment suggests more than one redox-sensitive protein implicated in this pathway. Through computational modeling and a model selection strategy that relied on characteristic STAT6 phosphorylation dynamics of IL-4 signaling, we identified reversible protein tyrosine phosphatase (PTP) oxidation as the primary redox regulatory mechanism in the pathway. A systems-level model of IL-4 signaling was developed that integrates synchronous pan-PTP oxidation with ROS-independent mechanisms. The model quantitatively predicts the dynamics of IL-4 signaling over a broad range of new redox conditions, offers novel hypotheses about regulation of JAK/STAT signaling, and provides a framework for interrogating putative mechanisms involving receptor-initiated oxidation.
url http://europepmc.org/articles/PMC4642971?pdf=render
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AT margaretagran dynamicredoxregulationofil4signaling
AT prithabagchi dynamicredoxregulationofil4signaling
AT melissalkemp dynamicredoxregulationofil4signaling
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