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// Lucia Kim 1,12,* , Mauro Saieg 1,13,* , Massimo Di Maio 2,14,* , Ciro Gallo 3,* , Charles Butts 4 , Fortunato Ciardiello 5 , Ronald Feld 6 , Dengxiao Cheng 6 , Vittorio Gebbia 7 , Marco Angelo Burgio 8 , Yasmin Alam 9 , Simona Signoriello 3 , Antonio Rossi 10 , Natasha Leighl 6 , Paolo Maione 10 , Alessandro Morabito 2 , Geoffrey Liu 6,** , Ming-Sound Tsao 1,** , Francesco Perrone 2,** and Cesare Gridelli 10,11,** 1 Department of Pathology, University Health Network, Princess Margaret Cancer Center and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada 2 National Cancer Institute, G. Pascale Foundation, IRCCS, Naples, Italy 3 Department of Mental Health and Preventive Medicine, Chair of Statistics, Second University of Naples, Naples, Italy 4 Medical Oncology, Cross Cancer Institute, Edmonton, Canada 5 Medical Oncology, Second University, Naples, Italy 6 Division of Hematology and Oncology, Princess Margaret Cancer Centre and Department of Medicine, University of Toronto, Toronto, Canada 7 Medical Oncology, Casa di Cura La Maddalena, Palermo, Italy 8 Department of Medical Oncology, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori IRCCS, Meldola, Italy 9 Medical Oncology, Windsor Regional Cancer Centre, Windsor, Canada 10 Department of Oncology/Hematology, Division of Medical Oncology, “S.G. Moscati” Hospital, Avellino, Italy 11 On behalf of the TORCH Investigators 12 Department of Pathology, Inha University School of Medicine, Incheon, South Korea 13 Santa Casa Medical School, Sao Paulo, SP, Brazil 14 University of Turin, Turin, Italy * Co-first author ** Co-last author Correspondence to: Cesare Gridelli, email: // Keywords : NSCLC, EGFR TKI, biomarker analysis, predictive factors, prognostic factors Received : November 09, 2016 Accepted : February 01, 2017 Published : February 25, 2017 Abstract Background: The TORCH phase III trial compared the efficacy of first-line erlotinib followed by chemotherapy at progression (experimental arm) with the reverse sequence (standard arm) in unselected advanced non-small cell lung cancer (NSCLC) patients. Here we report biomarker analyses. Methods: EGFR and KRAS mutation, expression of EGFR family members and of cMET and PTEN and EGFR and ABCG2 germline polymorphisms were tested on tumor tissue or blood samples to either confirm previously proposed predictive role or describe it in an explorative setting. Progression-free survival (PFS) was the primary end-point, overall survival, response rate and side effects (diarrhoea and skin toxicity) were secondary end-points. Interactions between biomarkers and treatment were studied with multivariable models (either Cox model or logistic regression). Statistical analyses accounted for multiple comparisons. Results: At least one biomarker was assessed in 324 out of 760 patients in the TORCH study. EGFR mutation was more common in female ( P = 0.0001), East Asians ( P < 0.0001) and never smoker ( P < 0.0001) patients; low MET protein expression by IHC (H-score