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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Main Authors: Leonard Campanello, Maria K Traver, Hari Shroff, Brian C Schaefer, Wolfgang Losert
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-05-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1007986
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spelling doaj-410e6f8f72684783986f3c0b857dcfc22021-06-24T04:30:56ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582021-05-01175e100798610.1371/journal.pcbi.1007986Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10.Leonard CampanelloMaria K TraverHari ShroffBrian C SchaeferWolfgang LosertThe 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.https://doi.org/10.1371/journal.pcbi.1007986
collection DOAJ
language English
format Article
sources DOAJ
author Leonard Campanello
Maria K Traver
Hari Shroff
Brian C Schaefer
Wolfgang Losert
spellingShingle Leonard Campanello
Maria K Traver
Hari Shroff
Brian C Schaefer
Wolfgang Losert
Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10.
PLoS Computational Biology
author_facet Leonard Campanello
Maria K Traver
Hari Shroff
Brian C Schaefer
Wolfgang Losert
author_sort Leonard Campanello
title Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10.
title_short Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10.
title_full Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10.
title_fullStr Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10.
title_full_unstemmed Signaling through polymerization and degradation: Analysis and simulations of T cell activation mediated by Bcl10.
title_sort signaling through polymerization and degradation: analysis and simulations of t cell activation mediated by bcl10.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2021-05-01
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.
url https://doi.org/10.1371/journal.pcbi.1007986
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