2517 Background: Phase I trials aim at identifying suitable dose levels and toxicity profiles of novel drugs or combinations for further evaluation in phase II trials. In most of these trials, the appearance of serious toxic events determines the maximum tolerated dose. Eligibility criteria are traditionally used in order to select those patients who could potentially benefit from trial participation with a minimal risk of developing toxicity. Nevertheless, better tools for identifying patients at high risk of toxicity are warranted. Methods: Patients treated in phase I trials from four major American and European Cancer Centers were included from December 2002 to December 2007. Grade 3 and 4 (G3-4) toxic events were recorded as well as clinical and biological characteristics at baseline. The prognostic value on toxicities of these factors was assessed using logistic models, stratified on center. Results: A total of 810 patients were included in 146 phase I trials. Of those patients, 357 presented at least one G3-4 toxic event. Median age was 58 years, with 56% male. Forty-nine percent of patients received a targeted therapy (TT) as single agent, while 42% and 9% received a combination of a cytotoxic drug + TT or a combination of TT, respectively. A multivariate analysis of 11 out of 19 clinical and biological factors selected after univariate analysis showed a higher risk of G3-4 toxicity in patients with lymphocytes count inferior to 700/mm3 (OR 1.84 [1.17-2.90]) and platelets count inferior to 400,000/mm3 (OR 1.66 [1.09-2.52]). Patients included in phase I trials combining cytotoxic drug and a TT or TT among them showed a higher risk of serious toxic events (OR 2.32 [1.67-3.247] and OR 3.57 [1.90-6.472], respectively). Conclusions: Our data showed that patients' clinical and biological values present at the time of inclusion could predict a higher risk of serious toxic events in phase I trials. Trials exploring combination treatments are at highest risk. The data of an additional 400 patients is expected at the time of the Meeting. Author Disclosure Employment or Leadership Position Consultant or Advisory Role Stock Ownership Honoraria Research Funding Expert Testimony Other Remuneration Pfizer Roche