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Systematic Investigation of Cytokine Signaling Activity at the Tissue and Single-Cell Level
Cytokines are critical for intercellular communication in human health and disease, but the investigation of cytokine signaling activity has remained challenging due to the short half-lives of cytokines and the complexity/redundancy of cytokine functions. To address these challenges, we developed th...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493809/ https://www.ncbi.nlm.nih.gov/pubmed/34594031 http://dx.doi.org/10.1038/s41592-021-01274-5 |
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author | Jiang, Peng Zhang, Yu Ru, Beibei Yang, Yuan Vu, Trang Paul, Rohit Mirza, Amer Altan-Bonnet, Grégoire Liu, Lingrui Ruppin, Eytan Wakefield, Lalage Wucherpfennig, Kai W. |
author_facet | Jiang, Peng Zhang, Yu Ru, Beibei Yang, Yuan Vu, Trang Paul, Rohit Mirza, Amer Altan-Bonnet, Grégoire Liu, Lingrui Ruppin, Eytan Wakefield, Lalage Wucherpfennig, Kai W. |
author_sort | Jiang, Peng |
collection | PubMed |
description | Cytokines are critical for intercellular communication in human health and disease, but the investigation of cytokine signaling activity has remained challenging due to the short half-lives of cytokines and the complexity/redundancy of cytokine functions. To address these challenges, we developed the Cytokine Signaling Analyzer (CytoSig, https://cytosig.ccr.cancer.gov), providing both a database of target genes modulated by cytokines and a predictive model of cytokine signaling cascades from transcriptomic profiles. We collected 20,591 transcriptome profiles for human cytokine, chemokine, and growth factor responses. This atlas of transcriptional patterns induced by cytokines enabled the reliable prediction of signaling activities in distinct cell populations in infectious diseases, chronic inflammation, and cancer using bulk and single-cell transcriptomic data. CytoSig revealed previously unidentified roles of many cytokines, such as BMP6 as an anti-inflammatory factor, and identified candidate therapeutic targets in human inflammatory diseases, such as CXCL8 for severe COVID-19. |
format | Online Article Text |
id | pubmed-8493809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-84938092022-03-30 Systematic Investigation of Cytokine Signaling Activity at the Tissue and Single-Cell Level Jiang, Peng Zhang, Yu Ru, Beibei Yang, Yuan Vu, Trang Paul, Rohit Mirza, Amer Altan-Bonnet, Grégoire Liu, Lingrui Ruppin, Eytan Wakefield, Lalage Wucherpfennig, Kai W. Nat Methods Article Cytokines are critical for intercellular communication in human health and disease, but the investigation of cytokine signaling activity has remained challenging due to the short half-lives of cytokines and the complexity/redundancy of cytokine functions. To address these challenges, we developed the Cytokine Signaling Analyzer (CytoSig, https://cytosig.ccr.cancer.gov), providing both a database of target genes modulated by cytokines and a predictive model of cytokine signaling cascades from transcriptomic profiles. We collected 20,591 transcriptome profiles for human cytokine, chemokine, and growth factor responses. This atlas of transcriptional patterns induced by cytokines enabled the reliable prediction of signaling activities in distinct cell populations in infectious diseases, chronic inflammation, and cancer using bulk and single-cell transcriptomic data. CytoSig revealed previously unidentified roles of many cytokines, such as BMP6 as an anti-inflammatory factor, and identified candidate therapeutic targets in human inflammatory diseases, such as CXCL8 for severe COVID-19. 2021-09-30 2021-10 /pmc/articles/PMC8493809/ /pubmed/34594031 http://dx.doi.org/10.1038/s41592-021-01274-5 Text en https://www.springernature.com/gp/open-research/policies/accepted-manuscript-termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms |
spellingShingle | Article Jiang, Peng Zhang, Yu Ru, Beibei Yang, Yuan Vu, Trang Paul, Rohit Mirza, Amer Altan-Bonnet, Grégoire Liu, Lingrui Ruppin, Eytan Wakefield, Lalage Wucherpfennig, Kai W. Systematic Investigation of Cytokine Signaling Activity at the Tissue and Single-Cell Level |
title | Systematic Investigation of Cytokine Signaling Activity at the Tissue and Single-Cell Level |
title_full | Systematic Investigation of Cytokine Signaling Activity at the Tissue and Single-Cell Level |
title_fullStr | Systematic Investigation of Cytokine Signaling Activity at the Tissue and Single-Cell Level |
title_full_unstemmed | Systematic Investigation of Cytokine Signaling Activity at the Tissue and Single-Cell Level |
title_short | Systematic Investigation of Cytokine Signaling Activity at the Tissue and Single-Cell Level |
title_sort | systematic investigation of cytokine signaling activity at the tissue and single-cell level |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493809/ https://www.ncbi.nlm.nih.gov/pubmed/34594031 http://dx.doi.org/10.1038/s41592-021-01274-5 |
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