Introduction: The course of chronic lymphocytic leukemia (CLL) ranges from indolent to rapid disease progression, including transformation to an aggressive lymphoma (Richter transformation, RT). A subset of CLL pts have been shown to acquire deletions of the tumor suppressor CDKN2A/B. RT has been associated with deletion of CDKN2A/B, however, prior studies’ sample populations were limited or not primarily focused on those with this deletion. Due to the rarity of this genetic abnormality in CLL and severity of RT, additional studies concerning this subgroup should be investigated. Here, we examine a larger cohort of CLL pts with CDKN2A/B deletion by fluorescence in situ hybridization (FISH) to provide further clarity on this genetic lesion. Methods: We conducted a retrospective case study for all pts for whom cytogenetic clinical samples were submitted for extended CLL FISH panel analysis over a 3.5 year (yrs) period, between 2015 and 2018 at The Ohio State University. Pts were screened for CDKN2A/B deletion with a new or follow up diagnosis of CLL or small lymphocytic lymphoma (SLL). Cytogenetic testing was performed on cells stimulated with pokeweed mitogen, phorbol myristate acetate (PMA), and CpG oligonucleotides. FISH for D13S319, D12Z3, ATM, TP53, BCL6, MYC, REL, SEC63, MYB, and CDKN2A/B was performed via manufacturer's recommendations. IGHV mutational status was determined using PCR. A 50-gene hematologic sequencing panel was performed via Ion Torrent. Overall survival (OS) from first detection of abnormal CDKN2A/B results were examined. Cox regression model was used to evaluate OS post CDKN2A/B deletion. The Fine and Gray Model was used to examine correlation of variables with regard to RT, treating death without RT as a competing risk. Results: 636 pts had sample(s) submitted for extended CLL FISH panel analysis. Of these, 43 (6.8%) pts with confirmed CLL or SLL were found to have loss of CDKN2A/B by FISH, including 6 pts within one year of diagnosis. Median age at diagnosis was 54.9 yrs (range 41.9-77.7). Loss of CDKN2A/B was detected at a median of 7.8 yrs (range diagnosis-26.1) from diagnosis. Of those with known IGHV status (n=33), 91% were unmutated. A complex karyotype (>3 clonal chromosomal abnormalities) was found in 90% percent of pts. In regard to CDKN2A/B deletion, 77%, 16%, and 7% of pts had heterozygous, homozygous, or subclonal populations of heterozygous as well as homozygous loss, respectively. Additional FISH testing showed 23% had gain of REL, 16% had BCL6 gain/rearrangement, 16% had deletion 6q, 37% had gain/rearrangement of MYC, 16% had loss of ATM, 14% had trisomy 12, and 58% had deletion 13q. Deletion of TP53 was seen in 63%. Sequencing data was available for 15 pts (35%), of note, 10 pts had mutations in TP53, with 4 also having mutations in SF3B1. In terms of OS, there were 30 deaths in the cohort, with median OS of 10.8 yrs from diagnosis (95% CI 8.0-14.4). With a median follow-up of 4.9 yrs among survivors, the median OS from time of detection of CDKN2A/B deletion was 1.7 yrs (95% CI 0.3-4.7). Multivariable analysis of OS post CDKN2A/B detection was significant for increasing beta-2-microglobulin measured at first visit at our institution (p=0.0044, hazard ratio (HR) 1.32 (95% CI 1.09-1.60)) and CDKN2A/B subclonal heterozygous and homozygous loss (p=0.0024, HR 9.81 (95% CI 2.25-42.73)). Of the 43 pts with loss of CDKN2A/B, 21 (49%) progressed via RT (n=20) or prolymphocytic leukemia (PLL) (n=1). The Cumulative Incidence Rate of RT development 12-months post CDKN2A/B deletion was 23.5% (95% CI 10.9-38.9), at 24-months, it was 29.4% (15.1-45.3). Deletion of TP53 was seen in 85.7%. Albeit there was limited pts with detection of CDKN2A/B deletion prior to RT, the multivariable model for RT found loss of TP53 (p=0.02, HR 4.53 (95% CI 1.33-15.43)) and homozygous and heterozygous loss of CDKN2A/B (p=0.0008, HR 6.08 (95% CI 2.13-17.39)) were independently significant. Conclusion: Here we show that deletion of CDKN2A/B in CLL is a very rare occurrence and was seen predominantly in pts with highly aggressive disease characteristics. Close to half of our cohort progressed with RT or PLL. Additional investigation of serial samples is needed to establish when CDKN2A/B deletion occurs relative to RT. Our results indicate that prospective FISH analysis for CDKN2A/B deletion, in conjunction with other high-risk genetic alterations, to establish RT prognostication in high-risk CLL is warranted.