Building prognostic models for breast cancer patients using clinical variables and hundreds of gene expression signatures

A compact VEGF signature associated with distant metastases and poor outcomes

(2009) Zhiyuan Hu et al.   BMC Medicine

Characterization of a Naturally Occurring Breast Cancer Subset Enriched in Epithelial-to-Mesenchymal Transition and Stem Cell Characteristics

(2009) B. T. Hennessy et al.   CANCER RESEARCH

High Risk of Recurrence for Patients With Breast Cancer Who Have Human Epidermal Growth Factor Receptor 2–Positive, Node-Negative Tumors 1 cm or Smaller

(2009) Ana M. Gonzalez-Angulo et al.   JOURNAL OF CLINICAL ONCOLOGY

Gene-Expression Signatures in Breast Cancer

(2009) Christos Sotiriou et al.   NEW ENGLAND JOURNAL OF MEDICINE

Comparison of prognostic gene expression signatures for breast cancer

(2008) Benjamin Haibe-Kains et al.   BMC GENOMICS

Predicting prognosis using molecular profiling in estrogen receptor-positive breast cancer treated with tamoxifen

(2008) Sherene Loi et al.   BMC GENOMICS

A phase II study of sequential neoadjuvant gemcitabine plus doxorubicin followed by gemcitabine plus cisplatin in patients with operable breast cancer: prediction of response using molecular profiling

(2008) P K Julka et al.   BRITISH JOURNAL OF CANCER

An E2F1-Dependent Gene Expression Program that Determines the Balance between Proliferation and Cell Death

(2008) Timothy C. Hallstrom et al.   CANCER CELL

Development of Resistance to Targeted Therapies Transforms the Clinically Associated Molecular Profile Subtype of Breast Tumor Xenografts

(2008) C. J. Creighton et al.   CANCER RESEARCH

The Humoral Immune System Has a Key Prognostic Impact in Node-Negative Breast Cancer

(2008) M. Schmidt et al.   CANCER RESEARCH

Module Map of Stem Cell Genes Guides Creation of Epithelial Cancer Stem Cells

(2008) David J. Wong et al.   Cell Stem Cell

Biological Processes Associated with Breast Cancer Clinical Outcome Depend on the Molecular Subtypes

(2008) C. Desmedt et al.   CLINICAL CANCER RESEARCH

Prognostic Utility of the 21-Gene Assay in Hormone Receptor–Positive Operable Breast Cancer Compared With Classical Clinicopathologic Features

(2008) Lori J. Goldstein et al.   JOURNAL OF CLINICAL ONCOLOGY

Insulin-Like Growth Factor-I Activates Gene Transcription Programs Strongly Associated With Poor Breast Cancer Prognosis

(2008) Chad J. Creighton et al.   JOURNAL OF CLINICAL ONCOLOGY

The fibromatosis signature defines a robust stromal response in breast carcinoma

(2008) Andrew H Beck et al.   LABORATORY INVESTIGATION

An embryonic stem cell–like gene expression signature in poorly differentiated aggressive human tumors

(2008) Ittai Ben-Porath et al.   NATURE GENETICS

Gene expression–based survival prediction in lung adenocarcinoma: a multi-site, blinded validation study

(2008) Kerby Shedden et al.   NATURE MEDICINE

Stromal gene expression predicts clinical outcome in breast cancer

(2008) Greg Finak et al.   NATURE MEDICINE