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

Howard Y. Chang, Dimitry S. A. Nuyten, Julie B. Sneddon, Trevor Hastie, Robert Tibshirani, Therese Sørlie, Hongyue Dai, Yudong D. He, Laura J. van't Veer, Harry Bartelink, Matt van de Rijn, Patrick O. Brown, Marc J. van de Vijver

Research output: Contribution to journalArticleAcademicpeer-review

801 Citations (Scopus)

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")
Original languageEnglish
Pages (from-to)3738-3743
JournalPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Volume102
Issue number10
DOIs
Publication statusPublished - 2005

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