This is a biology driven, trans-tumoral, multicentric phase II trial assessing the efficacy and the safety of the targeted agent crizotinib as a monotherapy in 23 cohorts of patients with identified activating molecular alterations in the crizotinib target genes. A cohort is defined by a pathology and a crizotinib-target alteration (eg gastric cancer with MET amplification).