Cetuximab-platinum chemotherapy is used for recurrent/metastatic head and neck squamous cell carcinoma (HNSCC); however, a minority of patients benefit. Gene expression profiling (GEP) of HNSCCs with prolonged responses to cetuximab-chemotherapy demonstrate basal subtype traits including signatures of EGFR signaling and hypoxic differentiation. GEP of short-response patients show RAS activation. Clin Cancer Res; 22(15); 3710-2. Ó2016 AACR.See related article by Bossi et al., p. 3961 In this issue of Clinical Cancer Research, Bossi and colleagues (1) report that pretreatment tumor gene expression profiles (GEP) of recurrent/metastatic head and neck squamous cell carcinomas (HNSCC) from patients who experience prolonged response [median progression-free-survival (PFS) of 19 months] to treatment with palliative cetuximab-chemotherapy are characterized by basal subtype traits, and significantly differ from GEP of patients with short responses, thus highlighting the potential opportunity for the future development of a predictive gene signature to select HNSCC patients for cetuximab-chemotherapy. Cetuximab, a chimeric immunoglobulin G1 antibody to the Epidermal Growth Factor Receptor (EGFR) is the only "molecularly targeted" therapy in HNSCC. It was FDA approved in 2006 for locally advanced HNSCC in combination with radiation (2), or as monotherapy in the platinum-refractory, recurrent/metastatic setting. In 2011, cetuximab was FDA approved in combination with platinum-based chemotherapy for the treatment of recurrent/metastatic HNSCC, based on a 2.7-month overall survival (OS) benefit in the "EXTREME" phase III trial of first-line treatment of recurrent/metastatic HNSCC with the addition of cetuximab to cisplatin or carboplatin plus infusional fluorouracil (median OS, 10.1 vs. 7.4 months; HR, 0.8; P ¼ 0.04; ref.3). The addition of cetuximab to platinum plus fluorouracil resulted in an objective response rate of 36%, and median PFS of 5.6 months; however, only 5% of patients had a PFS over 12 months.Unfortunately, since the approval of cetuximab, there has been modest progress over the past decade toward the development of more targeted therapies for HNSCC in the metastatic setting, and no additional targeted therapies have been FDA approved. The EXTREME regimen is still a benchmark for comparison in large phase III studies in recurrent/metastatic HNSCC, and cetuximab is offered to virtually all advanced HNSCC patients at some point in their care regardless of underlying tumor biology, or patient risk factors. This modest therapeutic progress in HNSCC can be attributed in part to the lack of validated prognostic and therapeutic biomarkers, and it remains the case that despite substantial effort in this area it is unclear which HNSCC patients are likely to benefit from cetuximab therapy. In the past decade, several prognostic gene expression-based signatures have been proposed in HNSCC; however, none have been prospectively validated or examined to predict response to cetuximab-platinum chemotherapy.In this study, ...