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Compendium of Immune Signatures Identifies Conserved and Species-Specific Biology in Response to Inflammation

  • Author(s): Godec, J
  • Tan, Y
  • Liberzon, A
  • Tamayo, P
  • Bhattacharya, S
  • Butte, AJ
  • Mesirov, JP
  • Haining, WN
  • et al.

Published Web Location

http://www.cell.com/immunity/fulltext/S1074-7613(15)00532-4
No data is associated with this publication.
Abstract

© 2016 Elsevier Inc. 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. Meaningful interpretation of gene-expression analyses relies on identifying changes in expression of sets of genes corresponding to specific biological processes and cell states. Haining and colleagues generated a collection of ∼5,000 annotated, immunology-specific gene sets and uncovered shared and species-specific biology in mouse and human transcriptional responses to sepsis.

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