Fig S4. Ability of existing gene signatures to predict outcome following cetuximab treatment. Five available prognostic gene-expression based signatures were taken into account: i) the hypoxia metagene (Winter, 2007); ii) the 13-gene OSCC signature (Lohavanichbutr, 2013); iii) the RSI-index (Eschrich, 2009); iv) the 42-gene Chung's high risk signature (Chung, 2006); v) the 172-gene signature (De Cecco, 2014). A score was assessed for each sample entering into our study following the model developed by the authors and compared among long- and short PFS cases. The boxplots depicts the data in the two groups. Green: long-PFS; Red: short-PFS.
ARTICLE ABSTRACT
Purpose: To identify the tumor portrait of the minority of head and neck squamous cell carcinoma (HNSCC) patients with recurrent–metastatic (RM) disease who upon treatment with platinum-based chemotherapy plus cetuximab present a long-lasting response.Experimental Design: The gene expression of pretreatment samples from 40 HNSCC-RM patients, divided in two groups [14 long-progression-free survival (PFS) and 26 short-PFS (median = 19 and 3 months, respectively)], was associated with PFS and was challenged against a dataset from metastatic colon cancer patients treated with cetuximab. For biologic analysis, we performed functional and subtype association using gene set enrichment analysis, associated biology across all currently available HNSCC signatures, and inferred drug sensitivity using data from the Cancer Genomic Project.Results: The identified genomic profile exhibited a significant predictive value that was essentially confirmed in the single publicly available dataset of cetuximab-treated patients. The main divergence between long- and short-PFS groups was based on developmental/differentiation status. The long-PFS patients are characterized by basal subtype traits such as strong EGFR signaling phenotype and hypoxic differentiation, further validated by the significantly higher association with the hypoxia metagene. The short-PFS patients presented a strong activation of RAS signaling confirmed in an in vitro model of two isogenic HNSCC cell lines sensitive or resistant to cetuximab. The predicted drug sensitivity for all four EGFR inhibitors was higher in long- versus short-PFS patients (P range: <0.0022–1e−07).Conclusions: Our data uncover the biology behind response to platinum-based chemotherapy plus cetuximab in RM-HNSCC cancer and may have translational implications improving treatment selection. Clin Cancer Res; 22(15); 3961–70. ©2016 AACR.See related commentary by Chau and Hammerman, p. 3710
