Compendium of Immune Signatures Identifies Conserved and Species-Specific Biology in Response to Inflammation.
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Abstract | Gene-expression profiling has become a mainstay in immunology, but subtle changes in gene networks related to biological processes are hard to discern when comparing various datasets. For instance, conservation of the transcriptional response to sepsis in mouse models and human disease remains controversial. To improve transcriptional analysis in immunology, we created ImmuneSigDB: a manually annotated compendium of ∼5,000 gene-sets from diverse cell states, experimental manipulations, and genetic perturbations in immunology. Analysis using ImmuneSigDB identified signatures induced in activated myeloid cells and differentiating lymphocytes that were highly conserved between humans and mice. Sepsis triggered conserved patterns of gene expression in humans and mouse models. However, we also identified species-specific biological processes in the sepsis transcriptional response: although both species upregulated phagocytosis-related genes, a mitosis signature was specific to humans. ImmuneSigDB enables granular analysis of transcriptomic data to improve biological understanding of immune processes of the human and mouse immune systems. |
Year of Publication | 2016
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Journal | Immunity
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Volume | 44
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Issue | 1
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Pages | 194-206
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Date Published | 2016 Jan 19
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ISSN | 1097-4180
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URL | |
DOI | 10.1016/j.immuni.2015.12.006
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PubMed ID | 26795250
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PubMed Central ID | PMC5330663
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Grant list | HHSN272201200028C / PHS HHS / United States
R01 GM074024 / GM / NIGMS NIH HHS / United States
U19 AI090023 / AI / NIAID NIH HHS / United States
R01CA154480 / CA / NCI NIH HHS / United States
U24 CA194107 / CA / NCI NIH HHS / United States
U54CA112962 / CA / NCI NIH HHS / United States
HHSN272201200028C / AI / NIAID NIH HHS / United States
R01CA121941 / CA / NCI NIH HHS / United States
R01 CA154480 / CA / NCI NIH HHS / United States
U54 CA112962 / CA / NCI NIH HHS / United States
R01 CA121941 / CA / NCI NIH HHS / United States
R01GM074024 / GM / NIGMS NIH HHS / United States
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