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Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10
The adaptive immune system serves as a potent and highly specific defense mechanism against pathogen infection. One component of this system, the effector T cell, facilitates pathogen clearance upon detection of specific antigens by the T cell receptor (TCR). A critical process in effector T cell ac...
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Published in: | PLoS computational biology 2021-05, Vol.17 (5), p.e1007986-e1007986 |
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description | The adaptive immune system serves as a potent and highly specific defense mechanism against pathogen infection. One component of this system, the effector T cell, facilitates pathogen clearance upon detection of specific antigens by the T cell receptor (TCR). A critical process in effector T cell activation is transmission of signals from the TCR to a key transcriptional regulator, NF-κB. The transmission of this signal involves a highly dynamic process in which helical filaments of Bcl10, a key protein constituent of the TCR signaling cascade, undergo competing processes of polymeric assembly and macroautophagy-dependent degradation. Through computational analysis of three-dimensional, super-resolution optical micrographs, we quantitatively characterize TCR-stimulated Bcl10 filament assembly and length dynamics, and demonstrate that filaments become shorter over time. Additionally, we develop an image-based, bootstrap-like resampling method that demonstrates the preferred association between autophagosomes and both Bcl10-filament ends and punctate-Bcl10 structures, implying that autophagosome-driven macroautophagy is directly responsible for Bcl10 filament shortening. We probe Bcl10 polymerization-depolymerization dynamics with a stochastic Monte-Carlo simulation of nucleation-limited filament assembly and degradation, and we show that high probabilities of filament nucleation in response to TCR engagement could provide the observed robust, homogeneous, and tunable response dynamic. Furthermore, we demonstrate that the speed of filament disassembly preferentially at filament ends provides effective regulatory control. Taken together, these data suggest that Bcl10 filament growth and degradation act as an excitable system that provides a digital response mechanism and the reliable timing critical for T cell activation and regulatory processes. |
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One component of this system, the effector T cell, facilitates pathogen clearance upon detection of specific antigens by the T cell receptor (TCR). A critical process in effector T cell activation is transmission of signals from the TCR to a key transcriptional regulator, NF-κB. The transmission of this signal involves a highly dynamic process in which helical filaments of Bcl10, a key protein constituent of the TCR signaling cascade, undergo competing processes of polymeric assembly and macroautophagy-dependent degradation. Through computational analysis of three-dimensional, super-resolution optical micrographs, we quantitatively characterize TCR-stimulated Bcl10 filament assembly and length dynamics, and demonstrate that filaments become shorter over time. Additionally, we develop an image-based, bootstrap-like resampling method that demonstrates the preferred association between autophagosomes and both Bcl10-filament ends and punctate-Bcl10 structures, implying that autophagosome-driven macroautophagy is directly responsible for Bcl10 filament shortening. We probe Bcl10 polymerization-depolymerization dynamics with a stochastic Monte-Carlo simulation of nucleation-limited filament assembly and degradation, and we show that high probabilities of filament nucleation in response to TCR engagement could provide the observed robust, homogeneous, and tunable response dynamic. Furthermore, we demonstrate that the speed of filament disassembly preferentially at filament ends provides effective regulatory control. Taken together, these data suggest that Bcl10 filament growth and degradation act as an excitable system that provides a digital response mechanism and the reliable timing critical for T cell activation and regulatory processes.</description><identifier>ISSN: 1553-7358</identifier><identifier>ISSN: 1553-734X</identifier><identifier>EISSN: 1553-7358</identifier><identifier>DOI: 10.1371/journal.pcbi.1007986</identifier><identifier>PMID: 34014917</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adaptive immunity ; Analysis ; Antigens ; Autoimmune diseases ; Autophagy ; Bcl-10 protein ; Biology and Life Sciences ; Cell activation ; Cell death ; Damage prevention ; Decomposition (Chemistry) ; Filaments ; Homeostasis ; Identification and classification ; Immune response ; Immunodeficiency ; Kinases ; Lymphocytes ; Lymphocytes T ; Medicine and Health Sciences ; Methods ; Monte Carlo method ; NF-κB protein ; Pathogens ; Physical Sciences ; Polymerization ; Polymers ; Primary immunodeficiencies ; Proteins ; Research and analysis methods ; Shutdowns ; Signaling ; T cell receptors ; T cells ; T-cell receptor</subject><ispartof>PLoS computational biology, 2021-05, Vol.17 (5), p.e1007986-e1007986</ispartof><rights>COPYRIGHT 2021 Public Library of Science</rights><rights>This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication: https://creativecommons.org/publicdomain/zero/1.0/ (the “License”). 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One component of this system, the effector T cell, facilitates pathogen clearance upon detection of specific antigens by the T cell receptor (TCR). A critical process in effector T cell activation is transmission of signals from the TCR to a key transcriptional regulator, NF-κB. The transmission of this signal involves a highly dynamic process in which helical filaments of Bcl10, a key protein constituent of the TCR signaling cascade, undergo competing processes of polymeric assembly and macroautophagy-dependent degradation. Through computational analysis of three-dimensional, super-resolution optical micrographs, we quantitatively characterize TCR-stimulated Bcl10 filament assembly and length dynamics, and demonstrate that filaments become shorter over time. Additionally, we develop an image-based, bootstrap-like resampling method that demonstrates the preferred association between autophagosomes and both Bcl10-filament ends and punctate-Bcl10 structures, implying that autophagosome-driven macroautophagy is directly responsible for Bcl10 filament shortening. We probe Bcl10 polymerization-depolymerization dynamics with a stochastic Monte-Carlo simulation of nucleation-limited filament assembly and degradation, and we show that high probabilities of filament nucleation in response to TCR engagement could provide the observed robust, homogeneous, and tunable response dynamic. Furthermore, we demonstrate that the speed of filament disassembly preferentially at filament ends provides effective regulatory control. Taken together, these data suggest that Bcl10 filament growth and degradation act as an excitable system that provides a digital response mechanism and the reliable timing critical for T cell activation and regulatory processes.</description><subject>Adaptive immunity</subject><subject>Analysis</subject><subject>Antigens</subject><subject>Autoimmune diseases</subject><subject>Autophagy</subject><subject>Bcl-10 protein</subject><subject>Biology and Life Sciences</subject><subject>Cell activation</subject><subject>Cell death</subject><subject>Damage prevention</subject><subject>Decomposition (Chemistry)</subject><subject>Filaments</subject><subject>Homeostasis</subject><subject>Identification and classification</subject><subject>Immune response</subject><subject>Immunodeficiency</subject><subject>Kinases</subject><subject>Lymphocytes</subject><subject>Lymphocytes T</subject><subject>Medicine and Health Sciences</subject><subject>Methods</subject><subject>Monte Carlo 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through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10</title><author>Campanello, Leonard ; Traver, Maria K ; Shroff, Hari ; Schaefer, Brian C ; Losert, Wolfgang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c591t-3c870395b4d836e8c69ea50f9b27da3b92b202ad539ae142ddf51cd940ac31ce3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adaptive immunity</topic><topic>Analysis</topic><topic>Antigens</topic><topic>Autoimmune diseases</topic><topic>Autophagy</topic><topic>Bcl-10 protein</topic><topic>Biology and Life Sciences</topic><topic>Cell activation</topic><topic>Cell death</topic><topic>Damage prevention</topic><topic>Decomposition (Chemistry)</topic><topic>Filaments</topic><topic>Homeostasis</topic><topic>Identification and classification</topic><topic>Immune 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titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PLoS computational biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Campanello, Leonard</au><au>Traver, Maria K</au><au>Shroff, Hari</au><au>Schaefer, Brian C</au><au>Losert, Wolfgang</au><au>Meier-Schellersheim, Martin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10</atitle><jtitle>PLoS computational biology</jtitle><addtitle>PLoS Comput Biol</addtitle><date>2021-05-20</date><risdate>2021</risdate><volume>17</volume><issue>5</issue><spage>e1007986</spage><epage>e1007986</epage><pages>e1007986-e1007986</pages><issn>1553-7358</issn><issn>1553-734X</issn><eissn>1553-7358</eissn><abstract>The adaptive immune system serves as a potent and highly specific defense mechanism against pathogen infection. One component of this system, the effector T cell, facilitates pathogen clearance upon detection of specific antigens by the T cell receptor (TCR). A critical process in effector T cell activation is transmission of signals from the TCR to a key transcriptional regulator, NF-κB. The transmission of this signal involves a highly dynamic process in which helical filaments of Bcl10, a key protein constituent of the TCR signaling cascade, undergo competing processes of polymeric assembly and macroautophagy-dependent degradation. Through computational analysis of three-dimensional, super-resolution optical micrographs, we quantitatively characterize TCR-stimulated Bcl10 filament assembly and length dynamics, and demonstrate that filaments become shorter over time. Additionally, we develop an image-based, bootstrap-like resampling method that demonstrates the preferred association between autophagosomes and both Bcl10-filament ends and punctate-Bcl10 structures, implying that autophagosome-driven macroautophagy is directly responsible for Bcl10 filament shortening. We probe Bcl10 polymerization-depolymerization dynamics with a stochastic Monte-Carlo simulation of nucleation-limited filament assembly and degradation, and we show that high probabilities of filament nucleation in response to TCR engagement could provide the observed robust, homogeneous, and tunable response dynamic. Furthermore, we demonstrate that the speed of filament disassembly preferentially at filament ends provides effective regulatory control. Taken together, these data suggest that Bcl10 filament growth and degradation act as an excitable system that provides a digital response mechanism and the reliable timing critical for T cell activation and regulatory processes.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>34014917</pmid><doi>10.1371/journal.pcbi.1007986</doi><orcidid>https://orcid.org/0000-0001-8877-3507</orcidid><orcidid>https://orcid.org/0000-0001-8267-4161</orcidid><orcidid>https://orcid.org/0000-0002-1167-2369</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adaptive immunity Analysis Antigens Autoimmune diseases Autophagy Bcl-10 protein Biology and Life Sciences Cell activation Cell death Damage prevention Decomposition (Chemistry) Filaments Homeostasis Identification and classification Immune response Immunodeficiency Kinases Lymphocytes Lymphocytes T Medicine and Health Sciences Methods Monte Carlo method NF-κB protein Pathogens Physical Sciences Polymerization Polymers Primary immunodeficiencies Proteins Research and analysis methods Shutdowns Signaling T cell receptors T cells T-cell receptor |
title | Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10 |
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