The purpose of this study is to assess the safety, the maximum tolerated dose and the recommended dose for phase II studies of a chemotherapy-combination of sorafenib, irinotecan, and 5-fluorouracil (5-FU)/folinic acid (FA) (FOLFIRI) as first-line treatment for metastatic colorectal cancer.