In this trial, subjects with chemo-naive advanced non-small cell lung cancer (NSCLC) were assigned to chemotherapy using a genomic-based predictor for platinum sensitivity. After an amendment dated 1/25/2010, subjects with squamous cell NSCLC sensitive to cisplatin received cisplatin/gemcitabine and if resistant to cisplatin received docetaxel/gemcitabine. Subjects with non-squamous cell NSCLC sensitive to cisplatin received cisplatin/pemetrexed and if resistant to cisplatin received pemetrexed/gemcitabine. The primary objective of this trial was to prospectively validate the genomic-based prediction model through separate evaluation of the one-year progression-free survival (PFS) of the cisplatin-sensitive and cisplatin-resistant cohorts. Secondary objectives included: assessment of overall time to progressive disease, quality of life and evaluation of drug sensitivity patterns of cisplatin and pemetrexed.