Abstract: A deep dive into genomic aberrations in 37 new diagnoses of primary mediastinal B-cell lymphoma (PMBL) reveals a surprisingly high number of driver mutations as well as genetic and epigenetic explanations for immune evasion by the tumor.

Abstract: Diffuse large B-cell lymphoma (DLBCL) is a genetically heterogeneous disease characterized by multiple low-frequency alterations including somatic mutations, copy number alterations (CNAs) and chromosomal rearrangements. We sought to identify previously unrecognized low-frequency genetic events, integrate recurrent alterations into comprehensive signatures and associate these signatures with clinical parameters. For these reasons, our multi-institutional international group assembled a cohort of 304 primary DLBCLs from newly diagnosed patients, 87% of whom were uniformly treated with state-of-the-art therapy (rituximab-containing CHOP regimen) and had long term followup. Tumors were subjected to whole exome sequencing with an extended bait set that included custom probes designed to capture recurrent chromosomal rearrangements. In this cohort, 47% of samples had available transcriptional profiling and assignment to associated disease subtypes. Analytical pipelines developed at the Broad Institute were used to detect mutations (MuTect), CNAs (Recapseq+Allelic Capseq) and chromosomal rearrangements (dRanger+Breakpointer) and assess clonality (Absolute). To analyze formalin-fixed paraffin-embedded tumors without paired normals we developed a method which utilized 8334 unrelated normal samples to stringently filter recurrent germline events and artifacts. Significant mutational drivers were identified using the MutSig2CV algorithm and recurrent CNAs were assessed with GISTIC2.0. In addition, we utilized a recently developed algorithm, CLUMPS2, to prioritize somatic mutations which cluster in 3-dimensional protein structure. With this approach, we identified 〉 90 recurrently mutated genes, 34 focal amplifications and 41 focal deletions, 20 arm-level events and 〉 200 chromosomal rearrangements in the DLBCL series. Of note, 33% of the mutational drivers were also perturbed by chromosomal rearrangements or CNAs, underscoring the importance of a comprehensive genetic analysis. In the large DLBCL series, we identified several previously unrecognized but potentially targetable alterations including mutations in NOTCH2 (8%) and TET2 (5%). The majority of identified chromosomal rearrangements involved translocations of potent regulatory regions to intact gene coding sequences. The most frequently rearrangements involved Ig regulatory elements which were translocated to BCL2, MYC, BCL6 and several additional genes with known roles in germinal center B-cell biology. After identifying recurrent somatic mutations, CNAs and chromosomal rearrangements, we performed hierarchical clustering and identified subsets of DLBCLs with comprehensive signatures comprised of specific alterations. A large subset of tumors shared recurrent alterations previously associated with follicular lymphoma including mutations of chromatin modifiers such as CREBBP, MLL2, and EZH2 in association with alterations of TNFRSF14 and GNA13 and translocations of BCL2. This cluster was enriched in GCB-type DLBCLs and contained a subset with select genetic alterations associated with an unfavorable outcome. An additional cohort of tumors was characterized by alterations perturbing B-cell differentiation including recurrent BCL6 translocations or alterations of PRDM1. A subset of these DLBCLs had alterations of NOTCH2 and additional pathway components or mutations of MYD88 in association with TNFAIP3, CD70 and EBF1, a master regulator of B-cell differentiation. An additional group of DLBCLs exhibited frequent MYD88 mutations in association with alterations of CD79B, PIM1, TBL1XR1 and ETV6 and BCL2 copy gain; these tumors were highly enriched for ABC-type DLBCLs. This coordinate signature and additional alterations of p53 pathway components were associated with outcome. We explored bases for the identified genetic alterations in DLBCL by performing an in silico mutational signature analysis. The most frequent mutational signatures were those of spontaneous deamination (aging) and AID with rare cases of microsatellite instability. We also assessed the clonality of identified genetic features to define cancer cell fraction and establish the timing of specific genetic events. The comprehensive genetic signatures of clinically annotated DLBCLs provide new insights regarding approaches to targeted therapy. Disclosures Link: Kite Pharma: Research Funding; Genentech: Consultancy, Research Funding. Rodig:Perkin Elmer: Membership on an entity's Board of Directors or advisory committees; BMS: Research Funding. Pfreundschuh:Boehringer Ingelheim, Celegene, Roche, Spectrum: Other: Advisory board; Roche: Honoraria; Amgen, Roche, Spectrum: Research Funding. Shipp:Gilead: Consultancy; Sanofi: Research Funding; BMS: Membership on an entity's Board of Directors or advisory committees, Research Funding; Merck: Membership on an entity's Board of Directors or advisory committees; Bayer: Membership on an entity's Board of Directors or advisory committees, Research Funding.

Abstract: Classical Hodgkin lymphoma (cHL) and primary mediastinal large B-cell lymphoma (PMBL) are aggressive tumors with distinct cells of origin and pathomorphological features. However, these lymphomas share certain transcriptional signatures and aberrant signaling pathways. CHLs and PMBLs both exhibit constitutive activation of NF-κB and JAK/STAT signaling and genetic bases of PD-1 mediated immune evasion including frequent 9p24.1/PD-L1/PD-L2 copy gains. In both lymphomas, PD-1 blockade is a FDA-approved therapy for relapsed/refractory disease. To characterize genetic bases of response to PD-1 blockade and identify complementary treatment targets in cHL and PMBL, we defined the comprehensive genetic signatures of both diseases. First, we obtained flow cytometry-sorted Hodgkin Reed Sternberg (HRS) cells from 23 biopsies of newly diagnosed cHLs and intact tumor biopsy specimens from 37 newly diagnosed PMBLs. The isolated HRS cells and paired normal DNAs and PMBL biopsy specimens were subjected to whole exome sequencing using an optimized workflow for low input samples and an expanded bait set to capture structural variants (SVs), including translocations. We used newly developed and established analytical pipelines to analyze tumor samples without paired normals (PMBLs) and identify significantly mutated genes (candidate cancer genes [CCGs], MutSig2CV, CLUMPS), SCNAs (GISTIC2.0) and SVs(4 algorithms) in both cHL and PMBL. In cHL, we identified 15 CCGs, 13 recurrent SCNAs, SVs in ETV6 and CIITA, complementary alterations of JAK/STAT, NF-κB and PI3K signaling pathway components and a median number of 11 genetic drivers per tumor. Previously unappreciated aspects of the cHL genetic signature included the increased incidence of driver mutational events in cHLs with ARID1A alterations (p=0.012). Analyses of co-occurring genetic events in EBV+ and EBV- cHLs confirmed that EBV- cHLs were significantly more likely to exhibit alterations of specific NF-κB signaling intermediaries (such as TNFAIP3 mutation and/or focal copy loss, p=0.006) and perturbations of MHC class I antigen presentation pathway components (inactivating B2M mutations, HLA-B mutations or focal copy loss of 6p21.32/HLA-B, p=0.008). The latter findings provide genetic bases for the reported differences in cell surface expression of MHC class I in EBV+ and EBV- cHLs. In PMBL, we defined 15 CCGs and more selective perturbations of specific epigenetic modifiers (ZNF217 and EZH2), transcription factors (PAX5 and IRF2BP2) and TP53, in comparison with cHL. The majority of these alterations were clonal supporting their role as early drivers. We identified 18 SCNAs and additional SVs in CIITA and PD-1 ligands, recurrent alterations of JAK/STAT and NF-κB signaling pathway components and a median of 9 genetic drivers per PMBL. Antigen presentation pathways in PMBL were perturbed by multiple recurrent alterations, including B2M mutations, focal copy losses of B2M and the MHCI/II loci, SVs of CTIIA and EZH2 mutations. There was a significant correlation between genetic perturbations of MHC class I pathway components and absence of MHC class I expression in PMBL, as previously described in cHL. Recurrent cHL alterations including B2M, TNFAIP3, STAT6, GNA13 and XPO1 CCGs and 2p/2p15/2p16.1, 6p21.32, 6q23.2 and 9p/9p24.1 SCNAs were also identified in & gt;20% of PMBLs, highlighting shared pathogenetic mechanisms in these diseases. These tumors of predominantly young adults (median age: cHL 26 yrs; PMBL 34 yrs) both had a high rate of spontaneous deamination of CpGs, a clock-like mutational signature that is typically associated with aging. CHLs and PMBLs both exhibited previously uncharacterized molecular features that may increase sensitivity to PD-1 blockade, including high mutational burdens, in comparison with other lymphoid and solid tumors. In particular, the mutational burden in EBV- cHLs was among the highest reported, similar to that in carcinogen-induced cancers (melanoma and NSCLC). Additionally, both cHLs and PMBLs had an increased incidence of microsatellite instability and APOBEC mutational signatures, features associated with a more favorable response to PD-1 blockade. Taken together, these data define genetic similarities and differences in cHL and PMBL and establish a framework to comprehensively assess molecular bases of response to PD-1 blockade and develop rational combination therapies in these diseases. Disclosures Armand: Merck: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Bristol-Myers Squibb: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Otsuka: Research Funding; Sigma Tau: Research Funding; Adaptive: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Affimed: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Roche: Research Funding; Pfizer: Consultancy; ADC Therapeutics: Consultancy; Infinity: Consultancy; Genentech: Research Funding; Tensha: Research Funding. Rodig:Merck: Research Funding; Affirmed: Research Funding; Kite, a Gilead Company: Research Funding; Bristol Myers Squib: Consultancy, Honoraria, Other: Travel Expenses, Speakers Bureau. Fromm:Merck, Inc.: Research Funding. Getz:Pharmacyclics: Research Funding; IBM: Research Funding; MuTect, ABSOLTUE, MutSig and POLYSOLVER: Patents & Royalties: MuTect, ABSOLTUE, MutSig and POLYSOLVER. Shipp:AstraZeneca: Honoraria, Membership on an entity's Board of Directors or advisory committees; Gilead Sciences: Honoraria, Membership on an entity's Board of Directors or advisory committees; Takeda Pharmaceuticals: Honoraria, Membership on an entity's Board of Directors or advisory committees; Bayer: Research Funding; Merck & Co.: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; BMS: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding.