T cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacks

Variability within isogenic T cell populations yields heterogeneous ‘local’ signaling responses to shared antigenic stimuli, but responding clones may communicate ‘global’ antigen load through paracrine messengers, such as cytokines. Such coordination of individual cell responses within multicellula...

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Main Authors: Karen E Tkach, Debashis Barik, Guillaume Voisinne, Nicole Malandro, Matthew M Hathorn, Jesse W Cotari, Robert Vogel, Taha Merghoub, Jedd Wolchok, Oleg Krichevsky, Grégoire Altan-Bonnet
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2014-04-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/01944
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spelling doaj-93b0bebb910d43acb92f2212db05dbe52021-05-04T23:03:55ZengeLife Sciences Publications LtdeLife2050-084X2014-04-01310.7554/eLife.01944T cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacksKaren E Tkach0Debashis Barik1Guillaume Voisinne2Nicole Malandro3Matthew M Hathorn4Jesse W Cotari5Robert Vogel6Taha Merghoub7Jedd Wolchok8Oleg Krichevsky9Grégoire Altan-Bonnet10Program in Computational Biology and Immunology, Memorial Sloan Kettering Cancer Center, New York, United States; Graduate program, Weill Cornell Medical College, New York, United StatesProgram in Computational Biology and Immunology, Memorial Sloan Kettering Cancer Center, New York, United StatesProgram in Computational Biology and Immunology, Memorial Sloan Kettering Cancer Center, New York, United StatesGraduate program, Weill Cornell Medical College, New York, United States; Immunology Program, Memorial Sloan Kettering Cancer Center, New York, United StatesProgram in Computational Biology and Immunology, Memorial Sloan Kettering Cancer Center, New York, United States; Graduate program, Weill Cornell Medical College, New York, United StatesProgram in Computational Biology and Immunology, Memorial Sloan Kettering Cancer Center, New York, United States; Graduate program, Weill Cornell Medical College, New York, United StatesProgram in Computational Biology and Immunology, Memorial Sloan Kettering Cancer Center, New York, United States; Graduate program, Weill Cornell Medical College, New York, United StatesImmunology Program, Memorial Sloan Kettering Cancer Center, New York, United StatesImmunology Program, Memorial Sloan Kettering Cancer Center, New York, United StatesPhysics Department, Ben Gurion University, Beer-Sheva, IsraelProgram in Computational Biology and Immunology, Memorial Sloan Kettering Cancer Center, New York, United States; Graduate program, Weill Cornell Medical College, New York, United StatesVariability within isogenic T cell populations yields heterogeneous ‘local’ signaling responses to shared antigenic stimuli, but responding clones may communicate ‘global’ antigen load through paracrine messengers, such as cytokines. Such coordination of individual cell responses within multicellular populations is critical for accurate collective reactions to shared environmental cues. However, cytokine production may saturate as a function of antigen input, or be dominated by the precursor frequency of antigen-specific T cells. Surprisingly, we found that T cells scale their collective output of IL-2 to total antigen input over a large dynamic range, independently of population size. Through experimental quantitation and computational modeling, we demonstrate that this scaling is enforced by an inhibitory cross-talk between antigen and IL-2 signaling, and a nonlinear acceleration of IL-2 secretion per cell. Our study reveals how time-integration of these regulatory loops within individual cell signaling generates scaled collective responses and can be leveraged for immune monitoring.https://elifesciences.org/articles/01944systems immunologyT lymphocyte activationcytokineself-organizationfeedback regulationimmune monitoring
collection DOAJ
language English
format Article
sources DOAJ
author Karen E Tkach
Debashis Barik
Guillaume Voisinne
Nicole Malandro
Matthew M Hathorn
Jesse W Cotari
Robert Vogel
Taha Merghoub
Jedd Wolchok
Oleg Krichevsky
Grégoire Altan-Bonnet
spellingShingle Karen E Tkach
Debashis Barik
Guillaume Voisinne
Nicole Malandro
Matthew M Hathorn
Jesse W Cotari
Robert Vogel
Taha Merghoub
Jedd Wolchok
Oleg Krichevsky
Grégoire Altan-Bonnet
T cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacks
eLife
systems immunology
T lymphocyte activation
cytokine
self-organization
feedback regulation
immune monitoring
author_facet Karen E Tkach
Debashis Barik
Guillaume Voisinne
Nicole Malandro
Matthew M Hathorn
Jesse W Cotari
Robert Vogel
Taha Merghoub
Jedd Wolchok
Oleg Krichevsky
Grégoire Altan-Bonnet
author_sort Karen E Tkach
title T cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacks
title_short T cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacks
title_full T cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacks
title_fullStr T cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacks
title_full_unstemmed T cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacks
title_sort t cells translate individual, quantal activation into collective, analog cytokine responses via time-integrated feedbacks
publisher eLife Sciences Publications Ltd
series eLife
issn 2050-084X
publishDate 2014-04-01
description Variability within isogenic T cell populations yields heterogeneous ‘local’ signaling responses to shared antigenic stimuli, but responding clones may communicate ‘global’ antigen load through paracrine messengers, such as cytokines. Such coordination of individual cell responses within multicellular populations is critical for accurate collective reactions to shared environmental cues. However, cytokine production may saturate as a function of antigen input, or be dominated by the precursor frequency of antigen-specific T cells. Surprisingly, we found that T cells scale their collective output of IL-2 to total antigen input over a large dynamic range, independently of population size. Through experimental quantitation and computational modeling, we demonstrate that this scaling is enforced by an inhibitory cross-talk between antigen and IL-2 signaling, and a nonlinear acceleration of IL-2 secretion per cell. Our study reveals how time-integration of these regulatory loops within individual cell signaling generates scaled collective responses and can be leveraged for immune monitoring.
topic systems immunology
T lymphocyte activation
cytokine
self-organization
feedback regulation
immune monitoring
url https://elifesciences.org/articles/01944
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