Abstract Background. The current shift of therapy of chronic lymphocytic leukemia (CLL) towards novel targeted agents mandates the recognition of molecular predictors to identify patients who can still benefit from chemoimmunotherapy and those who should instead be considered for novel targeted agents upfront. In the case of FCR (fludarabine, cyclophosphamide, rituximab), the IGHV mutation status and FISH karyotype stratify low-risk patients carrying mutated IGHV genes and devoid of both del11q and del17p who maximally benefit from such treatment; intermediate-risk patients harboring unmutated IGHV genes and/or del11q in the absence of del17p are a case mix of good and poor responders to FCR; while high-risk patients harboring del17p are unsuitable for chemoimmunotherapy. This model fails to consider the impact of recurrent CLL mutations of potential prognostic relevance, which may be improved by their inclusion. Purpose. We aimed at refining the genetic-based stratification of FCR-treated CLL patients by integrating the mutational profile in a prognostic model together with the IGHV mutation status and FISH karyotype. Methods. A multicenter cohort of 173 (162 with complete molecular data) untreated CLL receiving first-line therapy with FCR in the real-life clinical practice was evaluated by target resequencing. Tumor genomic DNA collected at the time of treatment was analyzed for mutations in the coding exons plus splice sites of CLL cancer driver genes (n=23). Deep next-generation-sequencing (NGS) of the gene panel was performed on the Illumina MiSeq platform (coverage >2000x in >90% of the target). Non-synonymous mutations represented in >10% of tumor allele were called by using VarScan2, and a stringent bioinformatic pipeline was developed to protect against the false call of polymorphisms and sequencing errors. Medical statistics was performed using SPSS version 24.0 and R version 3.3.2. Results. The cohort characteristics and mutational profile were consistent with those reported in CLL receiving FCR as initial treatment. After a median follow-up of 7.2 years, 114 patients progressed, accounting for a median PFS of 4.5 years. Among patients categorized as low-risk by IGHV and FISH status, gene mutations associated with poor prognosis were virtually absent (Fig. 1A). By univariate analysis, none of the cancer driver gene mutations significantly associated with PFS among low-risk patients. Consistently, by recursive partitioning, the proportion of low-risk patients failing FCR early was not explained by the co-occurrence of a cancer driver gene mutation. Among patients categorized as intermediate-risk by IGHV and FISH status, mutations of BIRC3 (HR: 6.452; 95% CI 2.467-16.875; p Download : Download high-res image (256KB) Download : Download full-size image Disclosures Forconi: AbbVie: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Infinity: Consultancy, Membership on an entity's Board of Directors or advisory committees; Gilead: Research Funding; Janssen-Cilag: Speakers Bureau. Zaja: Novartis: Honoraria, Research Funding; Janssem: Honoraria; Roche: Honoraria, Research Funding; Celgene: Honoraria, Research Funding; Abbvie: Honoraria; Takeda: Honoraria; Gilead: Honoraria. Rigolin: Celgene: Honoraria, Other: Advisory Board; Mundipharma: Other: Advisory Board; Gilead: Honoraria. Coscia: Abbvie: Membership on an entity's Board of Directors or advisory committees; Janssen: Honoraria, Research Funding; Gilead: Honoraria, Membership on an entity's Board of Directors or advisory committees. Tedeschi: AbbVie: Consultancy; Gilead: Consultancy, Other: travel expenses; Janssen: Consultancy, Other: travel expenses. Laurenti: Roche: Other: Advisory Board; Gilead: Other: Advisory Board; Janssen: Other: Advisory Board; Abbvie: Other: Advisory Board. Cuneo: Gilead: Honoraria, Other: Advisory Board; Janssen: Honoraria, Other: Advisory Board; Abbvie: Honoraria, Other: Advisory Board; Roche: Honoraria, Other: Advisory Board. Foa: AbbVie: Consultancy, Speakers Bureau; Novartis: Consultancy, Speakers Bureau; Sandoz: Consultancy, Speakers Bureau; BMS: Consultancy, Speakers Bureau; Celgene: Consultancy, Speakers Bureau; Amgen: Consultancy, Speakers Bureau; Gilead: Consultancy, Speakers Bureau; janssen: Consultancy, Speakers Bureau; Roche: Consultancy, Speakers Bureau. Gaidano: Gilead: Consultancy, Honoraria; Roche: Consultancy, Honoraria; Amgen: Consultancy, Honoraria; AbbVie: Consultancy, Honoraria; Janssen: Consultancy, Honoraria.