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Sensitivity and Frequency Response of Biochemical Cascades

Signal transduction from a cell’s surface to cytoplasmic and nuclear targets takes place through a complex network of interconnected pathways. Phosphorylation cycles are common components of many pathways and may take the form of a multi-layered cascade of cycles or incorporate species with multiple...

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Autores principales: Kochen, Michael A., Hellerstein, Joseph L., Sauro, Herbert M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10541101/
https://www.ncbi.nlm.nih.gov/pubmed/37781602
http://dx.doi.org/10.1101/2023.09.14.557821
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author Kochen, Michael A.
Hellerstein, Joseph L.
Sauro, Herbert M.
author_facet Kochen, Michael A.
Hellerstein, Joseph L.
Sauro, Herbert M.
author_sort Kochen, Michael A.
collection PubMed
description Signal transduction from a cell’s surface to cytoplasmic and nuclear targets takes place through a complex network of interconnected pathways. Phosphorylation cycles are common components of many pathways and may take the form of a multi-layered cascade of cycles or incorporate species with multiple phosphorylation sites that effectively create a sequence of cycles with increasing states of phosphorylation. This work focuses on the frequency response and sensitivity of such systems, two properties that have not been thoroughly examined. Starting with a singularly phosphorylated single-cycle system, we compare the sensitivity to perturbation at steady-state across a range of input signal strengths. This is followed by a frequency response analysis focusing on the gain and associated bandwidth. Next, we consider a two-layer cascade of single phosphorylation cycles and focus on how the two cycles interact to produce various effects on the bandwidth and damping properties. Then we consider the (ultra)sensitivity of a doubly phosphorylated system, where we describe in detail first-order ultrasensitivity, a unique property of these systems, which can be blended with zero-order ultrasensitivity to create systems with relatively constant gain over a range of signal input. Finally, we give an in-depth analysis of the sensitivity of an n-phosphorylated system.
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spelling pubmed-105411012023-10-01 Sensitivity and Frequency Response of Biochemical Cascades Kochen, Michael A. Hellerstein, Joseph L. Sauro, Herbert M. bioRxiv Article Signal transduction from a cell’s surface to cytoplasmic and nuclear targets takes place through a complex network of interconnected pathways. Phosphorylation cycles are common components of many pathways and may take the form of a multi-layered cascade of cycles or incorporate species with multiple phosphorylation sites that effectively create a sequence of cycles with increasing states of phosphorylation. This work focuses on the frequency response and sensitivity of such systems, two properties that have not been thoroughly examined. Starting with a singularly phosphorylated single-cycle system, we compare the sensitivity to perturbation at steady-state across a range of input signal strengths. This is followed by a frequency response analysis focusing on the gain and associated bandwidth. Next, we consider a two-layer cascade of single phosphorylation cycles and focus on how the two cycles interact to produce various effects on the bandwidth and damping properties. Then we consider the (ultra)sensitivity of a doubly phosphorylated system, where we describe in detail first-order ultrasensitivity, a unique property of these systems, which can be blended with zero-order ultrasensitivity to create systems with relatively constant gain over a range of signal input. Finally, we give an in-depth analysis of the sensitivity of an n-phosphorylated system. Cold Spring Harbor Laboratory 2023-09-23 /pmc/articles/PMC10541101/ /pubmed/37781602 http://dx.doi.org/10.1101/2023.09.14.557821 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Kochen, Michael A.
Hellerstein, Joseph L.
Sauro, Herbert M.
Sensitivity and Frequency Response of Biochemical Cascades
title Sensitivity and Frequency Response of Biochemical Cascades
title_full Sensitivity and Frequency Response of Biochemical Cascades
title_fullStr Sensitivity and Frequency Response of Biochemical Cascades
title_full_unstemmed Sensitivity and Frequency Response of Biochemical Cascades
title_short Sensitivity and Frequency Response of Biochemical Cascades
title_sort sensitivity and frequency response of biochemical cascades
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10541101/
https://www.ncbi.nlm.nih.gov/pubmed/37781602
http://dx.doi.org/10.1101/2023.09.14.557821
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