Your browser doesn't support javascript.
Systematic investigation of cytokine signaling activity at the tissue and single-cell levels.
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.
  • Jiang P; Cancer Data Science Lab, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA. peng.jiang@nih.gov.
  • Zhang Y; Cancer Data Science Lab, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
  • Ru B; Department of Clinical Oncology, The University of Hong Kong, Hong Kong, China.
  • Yang Y; Cancer Data Science Lab, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
  • Vu T; Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
  • Paul R; Cancer Data Science Lab, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
  • Mirza A; Office of the Director, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
  • Altan-Bonnet G; XOMA Biotechnology, Emeryville, CA, USA.
  • Liu L; Ascendis Pharma, San Francisco, CA, USA.
  • Ruppin E; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
  • Wakefield L; Department of Health Policy and Management, School of Public Health, Yale University, New Haven, CT, USA.
  • Wucherpfennig KW; Cancer Data Science Lab, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
Nat Methods ; 18(10): 1181-1191, 2021 10.
Article in English | MEDLINE | ID: covidwho-1447314
ABSTRACT
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 coronavirus disease 2019.
Subject(s)

Full text: Available Collection: International databases Database: MEDLINE Main subject: Cytokines / Databases, Protein / SARS-CoV-2 / COVID-19 Type of study: Prognostic study / Systematic review/Meta Analysis Limits: Humans Language: English Journal: Nat Methods Journal subject: Laboratory Techniques and procedures Year: 2021 Document Type: Article Affiliation country: S41592-021-01274-5

Similar

MEDLINE

...
LILACS

LIS


Full text: Available Collection: International databases Database: MEDLINE Main subject: Cytokines / Databases, Protein / SARS-CoV-2 / COVID-19 Type of study: Prognostic study / Systematic review/Meta Analysis Limits: Humans Language: English Journal: Nat Methods Journal subject: Laboratory Techniques and procedures Year: 2021 Document Type: Article Affiliation country: S41592-021-01274-5