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Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival.

Authors :
Chang HY
Nuyten DS
Sneddon JB
Hastie T
Tibshirani R
Sørlie T
Dai H
He YD
van't Veer LJ
Bartelink H
van de Rijn M
Brown PO
van de Vijver MJ
Source :
Proceedings of the National Academy of Sciences of the United States of America [Proc Natl Acad Sci U S A] 2005 Mar 08; Vol. 102 (10), pp. 3738-43. Date of Electronic Publication: 2005 Feb 08.
Publication Year :
2005

Abstract

Based on the hypothesis that features of the molecular program of normal wound healing might play an important role in cancer metastasis, we previously identified consistent features in the transcriptional response of normal fibroblasts to serum, and used this "wound-response signature" to reveal links between wound healing and cancer progression in a variety of common epithelial tumors. Here, in a consecutive series of 295 early breast cancer patients, we show that both overall survival and distant metastasis-free survival are markedly diminished in patients whose tumors expressed this wound-response signature compared to tumors that did not express this signature. A gene expression centroid of the wound-response signature provides a basis for prospectively assigning a prognostic score that can be scaled to suit different clinical purposes. The wound-response signature improves risk stratification independently of known clinico-pathologic risk factors and previously established prognostic signatures based on unsupervised hierarchical clustering ("molecular subtypes") or supervised predictors of metastasis ("70-gene prognosis signature").

Details

Language :
English
ISSN :
0027-8424
Volume :
102
Issue :
10
Database :
MEDLINE
Journal :
Proceedings of the National Academy of Sciences of the United States of America
Publication Type :
Academic Journal
Accession number :
15701700
Full Text :
https://doi.org/10.1073/pnas.0409462102