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Introduction: MM is an incurable disease with risk categorizations by cytogenetic abnormalities. Prognostic implications of chromosome translocation t(11;14)+ are important to inform development of biomarker-targeted therapies such as the B-cell lymphoma-2 (BCL-2) pathway inhibitors. This study aims to evaluate MM treatment (Tx) patterns and outcomes of t(11;14)+ compared with other cytogenetic cohorts in US routine clinical practice. Methods: A retrospective observational cohort study of the Flatiron Health database, which comprises de-identified electronic health record-derived patient (pt)-level data from over 280 community and academic cancer clinics in the US. Pts aged ≥18 years who received a first-line (1L) induction Tx within ≤60 days of MM diagnosis from 1/1/2011 to 1/31/2020, and were not enrolled in a clinical trial were identified at the start of each Tx line (index date) and followed up (f/u) until 1/31/2020. Only cytogenetic results by fluorescence in situ hybridization (FISH) were used to stratify the cohort into: t(11;14)+; standard risk, excluding t(11;14)+ (SR); and high risk, (HR; del 17p, t(4;14), t(14;16), t(14;20), chromosome 1 abnormalities as a proxy for 1q gain; and t(11;14) where it co-occurs). Descriptive analyses of pt characteristics and Tx were conducted. Kaplan-Meier analyses were used to evaluate median time to next treatment (TTNT) and overall survival (OS) with log-rank test for significance. The cohort was stratified by age ≤70/>70 years (yrs) as a proxy for transplant eligibility. Results: Of 10,703 pts with MM in the database, 5982, 3059 and 1595 pts were eligible for 1L, second-line (2L), and third-line (3L) analysis, of which 76%, 84%, and 86%, respectively, had FISH test results before Tx initiation. 14% of pts with FISH test results were t(11;14)+, ~55% SR and ~35% HR. Included pts were predominately male (55%), ~90% treated in the community setting and ~16% African-American. Pts in the 3L cohort were younger at diagnosis with a median age (interquartile range) of 67 (59 ̶ 74) yrs compared with 69 (61 ̶ 76) yrs in both 1L and 2L. The 1L Tx pattern was consistent across cytogenetic cohorts with bortezomib (V), lenalidomide (R), dexamethasone (d) as the most common Tx (>42%). Together, VRd, Rd, Vd, and cyclophosphamide (Cy) in combination with Vd represented ≥90% of 1L Tx (Figure 1). Across 2L cytogenetic cohorts, the most common Tx regimens (≥25%) were VRd and Rd. The use of regimens containing carfilzomib (K) and daratumumab (D) was emerging in 2L: KRd in 8% of t(11;14)+ and HR and 5% in SR; Kd 5% in all groups; DRd in 4% of t(11;14)+ and 3% in SR and HR (Figure 1). 3L Tx pattern was fragmented with different Tx regimens. Rd was the most common 3L Tx option: 9% in t(11;14)+, 10% in SR and 7% in HR (Figure 1). Across all lines of Tx, t(11;14)+ had similar Tx outcomes to SR, and HR had poorest outcomes (Table 1). Pts TTNT shortened as they advanced to later lines of Tx (Table 1). Although TTNT did not differ by age across lines of Tx, OS was superior in pts <70 yrs across all 3 cytogenetic risk cohorts, especially in 1L where transplant in those ≤70 yrs vs >70 yrs at diagnosis was 44% vs 11% for t(11;14)+, 47% vs 10% for SR and 49% vs 9% for HR. Conclusions: This study identified cytogenetic subgroups across 1L to 3L in a predominately community setting in the US. MM t(11;14)+ pts had similar 1L and 2L Tx patterns to SR and HR. Across all lines of Tx, the outcomes of t(11;14)+ and SR pts were comparable and better than HR pts. TTNT was reduced as pts advanced to later lines of Tx. Pts continuing to 3L Tx were younger at diagnosis, but there was not a clear-cut standard of care. While TTNT did not differ by age across lines of Tx, OS was superior in pts <70 yrs across all 3 cytogenetic risk cohorts. This study sets the benchmark for novel treatment options, such as BCL-2 pathway inhibitors, primarily wherever available biomarker-driven therapy is considered appropriate. Disclosures Atrash: Takeda, Amgen, Karyopharm, BMS, Sanofi, Cellactar, Janssen and Celgene: Honoraria; BMS, Jansen oncology, Sanofi: Speakers Bureau; Amgen, GSK, Karyopharm.: Research Funding. Flahavan:F. Hoffmann-La Roche: Current equity holder in publicly-traded company; Roche Products Ltd.: Current Employment. Xu:F. Hoffmann-La Roche Ltd: Current Employment, Other: All authors received support for third party writing assistance, furnished by Scott Battle, PhD, provided by F. Hoffmann-La Roche, Basel, Switzerland.. Ma:Genentech, Inc.: Current Employment, Current equity holder in publicly-traded company. Karve:AbbVie: Current Employment, Current equity holder in publicly-traded company. Hong:F. Hoffmann-La Roche: Current equity holder in publicly-traded company; Genentech, Inc.: Current Employment. Jirau-Lucca:Genentech, Inc.: Current Employment; AbbVie: Current equity holder in publicly-traded company; BMS: Current equity holder in publicly-traded company; Celgene: Divested equity in a private or publicly-traded company in the past 24 months. Nixon:Genentech, Inc.: Current Employment, Current equity holder in publicly-traded company; F. Hoffmann-La Roche: Current Employment, Current equity holder in publicly-traded company. Ailawadhi:Takeda: Honoraria; Pharmacyclics: Research Funding; Cellectar: Research Funding; BMS: Research Funding; Medimmune: Research Funding; Phosplatin: Research Funding; Amgen: Research Funding; Celgene: Honoraria; Janssen: Research Funding.

Abstract Background: In the past several years, biology of CLL is being unleashed which had led to discovery of novel treatments, including ofatumumab and obinutuzumab, CD20 monoclonal antibodies (mAb), and ibrutinib, a Bruton tyrosine kinase inhibitor, which exhibited a paradigm shift in CLL. Available clinical trials provided direct comparison with chlorambucil, with no head-to-head trials to compare them. We conducted a network meta-analysis (NMA) to summarize the evidence on first-line treatments of CLL. Methods: We included randomized controlled trials (RCTs) that evaluated the efficacy of ofatumumab, obinutuzumab, ibrutinib, rituximab, bendamustin or alemtuzumab, in patients with previously untreated CLL. Efficacy outcome measures included progression-free survival (PFS) at 18 months and best overall response rate (ORR), which consists of both complete and partial response rates. Bayesian NMA method was used to conduct this NMA that pools evidence from direct and indirect comparisons to facilitate simultaneous inference regarding all treatments used. Results: Five trials were identified, enrolling 2,113 newly diagnosed CLL patients with a median age ranging from 60 to 73. NMA demonstrated superiority of obinutuzumab plus chlorambucil over other mAb combinations and ibrutinib, and had the highest probability of achieving PFS at 18 months when compared to ibrutinib with risk ratio (RR) of 2.41 (credible interval [CrI] 0.89 to 5.29) and ofatumumab plus chlorambucil with RR of 7.11 (CrI 3.31 to 13.8). Table-1 depicts the results of NMA for PFS at 18 months. It also had the highest probability of achieving ORR, followed by ibrutinib ranking the second. Conclusion: Obinutuzumab plus chlorambucil has higher probability of achieving efficacy compared to other mAb combinations or ibrutinib, in terms of better ORR and better PFS rates, followed by ibrutinib. The certainty in the evidence is low because of indirectness, which is a limitation in this NMA, however our results parallel the evidence based practice. Although no head to head clinical trials compared first-line treatments for CLL, our NMA showed that obinutuzumab plus chlorambucil and ibrutinib had better efficacy profile. NMA is not a substitute for well conducted RCTs investigating direct comparisons. Abbreviations: CrI, credible intervals; PFS, progression free survival. *Treatments are ranked according to their probability of achieving comparative effectiveness. Disclosures No relevant conflicts of interest to declare.