Patients receive panitumumab intravenously (IV) over 30-90 minutes, irinotecan hydrochloride IV over 90 minutes, leucovorin calcium orally (PO), and fluorouracil IV over 46 hours on day 1. Courses repeat every 2 weeks in the absence of disease progression or unacceptable toxicity.