The overall aim of this study is to investigate whether immediate maintenance pemetrexed therapy prolongs survival compared to observation and pemetrexed therapy at progression in patients with advanced NSCLC. Furthermore, it will be explored whether patients with 'performance status' 2 and elderly ≥ 70 years tolerate and benefit from maintenance therapy; and what characteristics and blood biomarkers are associated with sensitivity and tolerability of such therapy.