Show simple item record

dc.contributor.authorBerger, Bonnie
dc.contributor.authorPalmer, Nathan Patrick
dc.contributor.authorSchmid, Patrick Raphael
dc.contributor.authorKohane, Isaac
dc.date.accessioned2012-10-04T19:55:22Z
dc.date.available2012-10-04T19:55:22Z
dc.date.issued2012-08
dc.date.submitted2012-08
dc.identifier.issn1474-7596
dc.identifier.issn1465-6906
dc.identifier.urihttp://hdl.handle.net/1721.1/73622
dc.description.abstractAbstract Background Understanding the fundamental mechanisms of tumorigenesis remains one of the most pressing problems in modern biology. To this end, stem-like cells with tumor-initiating potential have become a central focus in cancer research. While the cancer stem cell hypothesis presents a compelling model of self-renewal and partial differentiation, the relationship between tumor cells and normal stem cells remains unclear. Results We identify, in an unbiased fashion, mRNA transcription patterns associated with pluripotent stem cells. Using this profile, we derive a quantitative measure of stem cell-like gene expression activity. We show how this 189 gene signature stratifies a variety of stem cell, malignant and normal tissue samples by their relative plasticity and state of differentiation within Concordia, a diverse gene expression database consisting of 3,209 Affymetrix HGU133+ 2.0 microarray assays. Further, the orthologous murine signature correctly orders a time course of differentiating embryonic mouse stem cells. Finally, we demonstrate how this stem-like signature serves as a proxy for tumor grade in a variety of solid tumors, including brain, breast, lung and colon. Conclusions This core stemness gene expression signature represents a quantitative measure of stem cell-associated transcriptional activity. Broadly, the intensity of this signature correlates to the relative level of plasticity and differentiation across all of the human tissues analyzed. The fact that the intensity of this signature is also capable of differentiating histological grade for a variety of human malignancies suggests potential therapeutic and diagnostic implications.en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (R01GM081871)en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (R01LM010125-02)en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (U54-LM008748)en_US
dc.publisherBioMed Central Ltden_US
dc.relation.isversionofhttp://dx.doi.org/10.1186/gb-2012-13-8-r71en_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttp://creativecommons.org/licenses/by/2.0en_US
dc.sourceBioMed Central Ltden_US
dc.titleA gene expression profile of stem cell pluripotentiality and differentiation is conserved across diverse solid and hematopoietic cancersen_US
dc.typeArticleen_US
dc.identifier.citationGenome Biology. 2012 Aug 21;13(8):R71en_US
dc.contributor.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratoryen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Mathematicsen_US
dc.contributor.mitauthorPalmer, Nathan Patrick
dc.contributor.mitauthorSchmid, Patrick Raphael
dc.contributor.mitauthorBerger, Bonnie
dc.contributor.mitauthorKohane, Isaac
dc.relation.journalGenome Biologyen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2012-10-03T19:16:42Z
dc.language.rfc3066en
dc.rights.holderNathan P Palmer et al.; licensee BioMed Central Ltd.
dspace.orderedauthorsPalmer, Nathan P; Schmid, Patrick R; Berger, Bonnie; Kohane, Isaac Sen
dc.identifier.orcidhttps://orcid.org/0000-0002-2724-7228
mit.licensePUBLISHER_CCen_US
mit.metadata.statusComplete


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record