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PMID: 26771021 Published · ppublish English Journal Article

The Molecular Signatures Database (MSigDB) hallmark gene set collection.

Cell systems ·Vol. 1 ·No. 6 ·2015-12-23 ·Pages 417-425

Liberzon A, Birger C, Thorvaldsdóttir H, Ghandi M, Mesirov JP, Tamayo P

Abstract

The Molecular Signatures Database (MSigDB) is one of the most widely used and comprehensive databases of gene sets for performing gene set enrichment analysis. Since its creation, MSigDB has grown beyond its roots in metabolic disease and cancer to include >10,000 gene sets. These better represent a wider range of biological processes and diseases, but the utility of the database is reduced by increased redundancy across, and heterogeneity within, gene sets. To address this challenge, here we use a combination of automated approaches and expert curation to develop a collection of "hallmark" gene sets as part of MSigDB. Each hallmark in this collection consists of a "refined" gene set, derived from multiple "founder" sets, that conveys a specific biological state or process and displays coherent expression. The hallmarks effectively summarize most of the relevant information of the original founder sets and, by reducing both variation and redundancy, provide more refined and concise inputs for gene set enrichment analysis.

Keywords
gene expression gene set enrichment analysis gene sets
Authors & Affiliations
6 authors, click to expand affiliations / ORCID
Liberzon Arthur
Broad Institute of MIT and Harvard, 415 Main St. Cambridge, MA 02142, USA.
Birger Chet
Broad Institute of MIT and Harvard, 415 Main St. Cambridge, MA 02142, USA.
Thorvaldsdóttir Helga
Broad Institute of MIT and Harvard, 415 Main St. Cambridge, MA 02142, USA.
Ghandi Mahmoud
Broad Institute of MIT and Harvard, 415 Main St. Cambridge, MA 02142, USA.
Mesirov Jill P
Broad Institute of MIT and Harvard, 415 Main St. Cambridge, MA 02142, USA; Department of Medicine, UC San Diego, La Jolla, CA 92093, USA; Moores Cancer Center, UC San Diego, La Jolla, CA 92093, USA.
Tamayo Pablo
Broad Institute of MIT and Harvard, 415 Main St. Cambridge, MA 02142, USA; Department of Medicine, UC San Diego, La Jolla, CA 92093, USA; Moores Cancer Center, UC San Diego, La Jolla, CA 92093, USA; Broad Institute of MIT and Harvard, 415 Main St. Cambridge, MA 02142, USA.
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Article Info
Journal
Cell systems
Abbr.
Cell Syst
ISSN
2405-4712
Published
2015-12-23
Pages
417-425
Language
English
Region
United States
NLM ID
101656080
PMCID
PMC4707969
Grants
NCI NIH HHS · R01 CA121941 · United States
NCI NIH HHS · R01 CA154480 · United States
NIGMS NIH HHS · R01 GM074024 · United States
NCI NIH HHS · U54 CA112962 · United States
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