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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2015-11-01
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Series: | PLoS Computational Biology |
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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 |
work_keys_str_mv |
AT gauravdwivedi dynamicredoxregulationofil4signaling AT margaretagran dynamicredoxregulationofil4signaling AT prithabagchi dynamicredoxregulationofil4signaling AT melissalkemp dynamicredoxregulationofil4signaling |
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