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Downregulation of exhausted cytotoxic T cells in gene expression networks of multisystem inflammatory syndrome in children

Multisystem inflammatory syndrome in children (MIS-C) presents with fever, inflammation and pathology of multiple organs in individuals under 21 years of age in the weeks following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Although an autoimmune pathogenesis has been pr...

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Autores principales: Beckmann, Noam D., Comella, Phillip H., Cheng, Esther, Lepow, Lauren, Beckmann, Aviva G., Tyler, Scott R., Mouskas, Konstantinos, Simons, Nicole W., Hoffman, Gabriel E., Francoeur, Nancy J., Del Valle, Diane Marie, Kang, Gurpawan, Do, Anh, Moya, Emily, Wilkins, Lillian, Le Berichel, Jessica, Chang, Christie, Marvin, Robert, Calorossi, Sharlene, Lansky, Alona, Walker, Laura, Yi, Nancy, Yu, Alex, Chung, Jonathan, Hartnett, Matthew, Eaton, Melody, Hatem, Sandra, Jamal, Hajra, Akyatan, Alara, Tabachnikova, Alexandra, Liharska, Lora E., Cotter, Liam, Fennessy, Brian, Vaid, Akhil, Barturen, Guillermo, Shah, Hardik, Wang, Ying-chih, Sridhar, Shwetha Hara, Soto, Juan, Bose, Swaroop, Madrid, Kent, Ellis, Ethan, Merzier, Elyze, Vlachos, Konstantinos, Fishman, Nataly, Tin, Manying, Smith, Melissa, Xie, Hui, Patel, Manishkumar, Nie, Kai, Argueta, Kimberly, Harris, Jocelyn, Karekar, Neha, Batchelor, Craig, Lacunza, Jose, Yishak, Mahlet, Tuballes, Kevin, Scott, Ieisha, Kumar, Arvind, Jaladanki, Suraj, Agashe, Charuta, Thompson, Ryan, Clark, Evan, Losic, Bojan, Peters, Lauren, Roussos, Panagiotis, Zhu, Jun, Wang, Wenhui, Kasarskis, Andrew, Glicksberg, Benjamin S., Nadkarni, Girish, Bogunovic, Dusan, Elaiho, Cordelia, Gangadharan, Sandeep, Ofori-Amanfo, George, Alesso-Carra, Kasey, Onel, Kenan, Wilson, Karen M., Argmann, Carmen, Bunyavanich, Supinda, Alarcón-Riquelme, Marta E., Marron, Thomas U., Rahman, Adeeb, Kim-Schulze, Seunghee, Gnjatic, Sacha, Gelb, Bruce D., Merad, Miriam, Sebra, Robert, Schadt, Eric E., Charney, Alexander W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357784/
https://www.ncbi.nlm.nih.gov/pubmed/34381049
http://dx.doi.org/10.1038/s41467-021-24981-1
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author Beckmann, Noam D.
Comella, Phillip H.
Cheng, Esther
Lepow, Lauren
Beckmann, Aviva G.
Tyler, Scott R.
Mouskas, Konstantinos
Simons, Nicole W.
Hoffman, Gabriel E.
Francoeur, Nancy J.
Del Valle, Diane Marie
Kang, Gurpawan
Do, Anh
Moya, Emily
Wilkins, Lillian
Le Berichel, Jessica
Chang, Christie
Marvin, Robert
Calorossi, Sharlene
Lansky, Alona
Walker, Laura
Yi, Nancy
Yu, Alex
Chung, Jonathan
Hartnett, Matthew
Eaton, Melody
Hatem, Sandra
Jamal, Hajra
Akyatan, Alara
Tabachnikova, Alexandra
Liharska, Lora E.
Cotter, Liam
Fennessy, Brian
Vaid, Akhil
Barturen, Guillermo
Shah, Hardik
Wang, Ying-chih
Sridhar, Shwetha Hara
Soto, Juan
Bose, Swaroop
Madrid, Kent
Ellis, Ethan
Merzier, Elyze
Vlachos, Konstantinos
Fishman, Nataly
Tin, Manying
Smith, Melissa
Xie, Hui
Patel, Manishkumar
Nie, Kai
Argueta, Kimberly
Harris, Jocelyn
Karekar, Neha
Batchelor, Craig
Lacunza, Jose
Yishak, Mahlet
Tuballes, Kevin
Scott, Ieisha
Kumar, Arvind
Jaladanki, Suraj
Agashe, Charuta
Thompson, Ryan
Clark, Evan
Losic, Bojan
Peters, Lauren
Roussos, Panagiotis
Zhu, Jun
Wang, Wenhui
Kasarskis, Andrew
Glicksberg, Benjamin S.
Nadkarni, Girish
Bogunovic, Dusan
Elaiho, Cordelia
Gangadharan, Sandeep
Ofori-Amanfo, George
Alesso-Carra, Kasey
Onel, Kenan
Wilson, Karen M.
Argmann, Carmen
Bunyavanich, Supinda
Alarcón-Riquelme, Marta E.
Marron, Thomas U.
Rahman, Adeeb
Kim-Schulze, Seunghee
Gnjatic, Sacha
Gelb, Bruce D.
Merad, Miriam
Sebra, Robert
Schadt, Eric E.
Charney, Alexander W.
author_facet Beckmann, Noam D.
Comella, Phillip H.
Cheng, Esther
Lepow, Lauren
Beckmann, Aviva G.
Tyler, Scott R.
Mouskas, Konstantinos
Simons, Nicole W.
Hoffman, Gabriel E.
Francoeur, Nancy J.
Del Valle, Diane Marie
Kang, Gurpawan
Do, Anh
Moya, Emily
Wilkins, Lillian
Le Berichel, Jessica
Chang, Christie
Marvin, Robert
Calorossi, Sharlene
Lansky, Alona
Walker, Laura
Yi, Nancy
Yu, Alex
Chung, Jonathan
Hartnett, Matthew
Eaton, Melody
Hatem, Sandra
Jamal, Hajra
Akyatan, Alara
Tabachnikova, Alexandra
Liharska, Lora E.
Cotter, Liam
Fennessy, Brian
Vaid, Akhil
Barturen, Guillermo
Shah, Hardik
Wang, Ying-chih
Sridhar, Shwetha Hara
Soto, Juan
Bose, Swaroop
Madrid, Kent
Ellis, Ethan
Merzier, Elyze
Vlachos, Konstantinos
Fishman, Nataly
Tin, Manying
Smith, Melissa
Xie, Hui
Patel, Manishkumar
Nie, Kai
Argueta, Kimberly
Harris, Jocelyn
Karekar, Neha
Batchelor, Craig
Lacunza, Jose
Yishak, Mahlet
Tuballes, Kevin
Scott, Ieisha
Kumar, Arvind
Jaladanki, Suraj
Agashe, Charuta
Thompson, Ryan
Clark, Evan
Losic, Bojan
Peters, Lauren
Roussos, Panagiotis
Zhu, Jun
Wang, Wenhui
Kasarskis, Andrew
Glicksberg, Benjamin S.
Nadkarni, Girish
Bogunovic, Dusan
Elaiho, Cordelia
Gangadharan, Sandeep
Ofori-Amanfo, George
Alesso-Carra, Kasey
Onel, Kenan
Wilson, Karen M.
Argmann, Carmen
Bunyavanich, Supinda
Alarcón-Riquelme, Marta E.
Marron, Thomas U.
Rahman, Adeeb
Kim-Schulze, Seunghee
Gnjatic, Sacha
Gelb, Bruce D.
Merad, Miriam
Sebra, Robert
Schadt, Eric E.
Charney, Alexander W.
author_sort Beckmann, Noam D.
collection PubMed
description Multisystem inflammatory syndrome in children (MIS-C) presents with fever, inflammation and pathology of multiple organs in individuals under 21 years of age in the weeks following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Although an autoimmune pathogenesis has been proposed, the genes, pathways and cell types causal to this new disease remain unknown. Here we perform RNA sequencing of blood from patients with MIS-C and controls to find disease-associated genes clustered in a co-expression module annotated to CD56(dim)CD57(+) natural killer (NK) cells and exhausted CD8(+) T cells. A similar transcriptome signature is replicated in an independent cohort of Kawasaki disease (KD), the related condition after which MIS-C was initially named. Probing a probabilistic causal network previously constructed from over 1,000 blood transcriptomes both validates the structure of this module and reveals nine key regulators, including TBX21, a central coordinator of exhausted CD8(+) T cell differentiation. Together, this unbiased, transcriptome-wide survey implicates downregulation of NK cells and cytotoxic T cell exhaustion in the pathogenesis of MIS-C.
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spelling pubmed-83577842021-08-30 Downregulation of exhausted cytotoxic T cells in gene expression networks of multisystem inflammatory syndrome in children Beckmann, Noam D. Comella, Phillip H. Cheng, Esther Lepow, Lauren Beckmann, Aviva G. Tyler, Scott R. Mouskas, Konstantinos Simons, Nicole W. Hoffman, Gabriel E. Francoeur, Nancy J. Del Valle, Diane Marie Kang, Gurpawan Do, Anh Moya, Emily Wilkins, Lillian Le Berichel, Jessica Chang, Christie Marvin, Robert Calorossi, Sharlene Lansky, Alona Walker, Laura Yi, Nancy Yu, Alex Chung, Jonathan Hartnett, Matthew Eaton, Melody Hatem, Sandra Jamal, Hajra Akyatan, Alara Tabachnikova, Alexandra Liharska, Lora E. Cotter, Liam Fennessy, Brian Vaid, Akhil Barturen, Guillermo Shah, Hardik Wang, Ying-chih Sridhar, Shwetha Hara Soto, Juan Bose, Swaroop Madrid, Kent Ellis, Ethan Merzier, Elyze Vlachos, Konstantinos Fishman, Nataly Tin, Manying Smith, Melissa Xie, Hui Patel, Manishkumar Nie, Kai Argueta, Kimberly Harris, Jocelyn Karekar, Neha Batchelor, Craig Lacunza, Jose Yishak, Mahlet Tuballes, Kevin Scott, Ieisha Kumar, Arvind Jaladanki, Suraj Agashe, Charuta Thompson, Ryan Clark, Evan Losic, Bojan Peters, Lauren Roussos, Panagiotis Zhu, Jun Wang, Wenhui Kasarskis, Andrew Glicksberg, Benjamin S. Nadkarni, Girish Bogunovic, Dusan Elaiho, Cordelia Gangadharan, Sandeep Ofori-Amanfo, George Alesso-Carra, Kasey Onel, Kenan Wilson, Karen M. Argmann, Carmen Bunyavanich, Supinda Alarcón-Riquelme, Marta E. Marron, Thomas U. Rahman, Adeeb Kim-Schulze, Seunghee Gnjatic, Sacha Gelb, Bruce D. Merad, Miriam Sebra, Robert Schadt, Eric E. Charney, Alexander W. Nat Commun Article Multisystem inflammatory syndrome in children (MIS-C) presents with fever, inflammation and pathology of multiple organs in individuals under 21 years of age in the weeks following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Although an autoimmune pathogenesis has been proposed, the genes, pathways and cell types causal to this new disease remain unknown. Here we perform RNA sequencing of blood from patients with MIS-C and controls to find disease-associated genes clustered in a co-expression module annotated to CD56(dim)CD57(+) natural killer (NK) cells and exhausted CD8(+) T cells. A similar transcriptome signature is replicated in an independent cohort of Kawasaki disease (KD), the related condition after which MIS-C was initially named. Probing a probabilistic causal network previously constructed from over 1,000 blood transcriptomes both validates the structure of this module and reveals nine key regulators, including TBX21, a central coordinator of exhausted CD8(+) T cell differentiation. Together, this unbiased, transcriptome-wide survey implicates downregulation of NK cells and cytotoxic T cell exhaustion in the pathogenesis of MIS-C. Nature Publishing Group UK 2021-08-11 /pmc/articles/PMC8357784/ /pubmed/34381049 http://dx.doi.org/10.1038/s41467-021-24981-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Beckmann, Noam D.
Comella, Phillip H.
Cheng, Esther
Lepow, Lauren
Beckmann, Aviva G.
Tyler, Scott R.
Mouskas, Konstantinos
Simons, Nicole W.
Hoffman, Gabriel E.
Francoeur, Nancy J.
Del Valle, Diane Marie
Kang, Gurpawan
Do, Anh
Moya, Emily
Wilkins, Lillian
Le Berichel, Jessica
Chang, Christie
Marvin, Robert
Calorossi, Sharlene
Lansky, Alona
Walker, Laura
Yi, Nancy
Yu, Alex
Chung, Jonathan
Hartnett, Matthew
Eaton, Melody
Hatem, Sandra
Jamal, Hajra
Akyatan, Alara
Tabachnikova, Alexandra
Liharska, Lora E.
Cotter, Liam
Fennessy, Brian
Vaid, Akhil
Barturen, Guillermo
Shah, Hardik
Wang, Ying-chih
Sridhar, Shwetha Hara
Soto, Juan
Bose, Swaroop
Madrid, Kent
Ellis, Ethan
Merzier, Elyze
Vlachos, Konstantinos
Fishman, Nataly
Tin, Manying
Smith, Melissa
Xie, Hui
Patel, Manishkumar
Nie, Kai
Argueta, Kimberly
Harris, Jocelyn
Karekar, Neha
Batchelor, Craig
Lacunza, Jose
Yishak, Mahlet
Tuballes, Kevin
Scott, Ieisha
Kumar, Arvind
Jaladanki, Suraj
Agashe, Charuta
Thompson, Ryan
Clark, Evan
Losic, Bojan
Peters, Lauren
Roussos, Panagiotis
Zhu, Jun
Wang, Wenhui
Kasarskis, Andrew
Glicksberg, Benjamin S.
Nadkarni, Girish
Bogunovic, Dusan
Elaiho, Cordelia
Gangadharan, Sandeep
Ofori-Amanfo, George
Alesso-Carra, Kasey
Onel, Kenan
Wilson, Karen M.
Argmann, Carmen
Bunyavanich, Supinda
Alarcón-Riquelme, Marta E.
Marron, Thomas U.
Rahman, Adeeb
Kim-Schulze, Seunghee
Gnjatic, Sacha
Gelb, Bruce D.
Merad, Miriam
Sebra, Robert
Schadt, Eric E.
Charney, Alexander W.
Downregulation of exhausted cytotoxic T cells in gene expression networks of multisystem inflammatory syndrome in children
title Downregulation of exhausted cytotoxic T cells in gene expression networks of multisystem inflammatory syndrome in children
title_full Downregulation of exhausted cytotoxic T cells in gene expression networks of multisystem inflammatory syndrome in children
title_fullStr Downregulation of exhausted cytotoxic T cells in gene expression networks of multisystem inflammatory syndrome in children
title_full_unstemmed Downregulation of exhausted cytotoxic T cells in gene expression networks of multisystem inflammatory syndrome in children
title_short Downregulation of exhausted cytotoxic T cells in gene expression networks of multisystem inflammatory syndrome in children
title_sort downregulation of exhausted cytotoxic t cells in gene expression networks of multisystem inflammatory syndrome in children
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357784/
https://www.ncbi.nlm.nih.gov/pubmed/34381049
http://dx.doi.org/10.1038/s41467-021-24981-1
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