CD79B Mutations Research Articles

High Prevalence of MYD88 and CD79B Mutations in Primary Sinonasal Diffuse Large B-Cell Lymphoma: Identification of an MCD-like Subtype.

Primary sinonasal diffuse large B-cell lymphoma (PSDLBCL) is a rare aggressive lymphoma. Recently, genetic classification using Next Generation Sequencing (NGS) demonstrated that PSDLBCL largely consists of the MCD genotype, which has a poor prognosis mainly driven by MYD88 L265P and CD79B gene abnormalities. This study investigated the prevalence and clinicopathological significance of MYD88 L265P and CD79B Y196 mutations using droplet digital PCR in 55 patients with PSDLBCL, as well as the translocation of BCL2/BCL6/c-Myc with FISH. We found mutations in MYD88 L265P (29/55, 52.7%) and CD79B Y196 (20/55, 36.4%). The MCD-like subtype, defined by the mutation of MYD88 and/or CD79B, was found in 32 out of 55 cases (58.2%). This subtype largely consists of non-GCB type (31/32, 96.9%; P<0.01) and double-expressor cases (20/32, 62.5%; P=0.01) compared with the MYD88/CD79B co-wild type, with BCL6 translocation in a small subset (2/32, 6.3%) and no translocations of BCL2 (0/32) or c-Myc (0/32). The MCD-like subtype tended to relapse in specific sites such as the central nervous system, testis, and/or skin compared with the co-wild type (P=0.03), showing poorer outcomes in overall survival (P=0.02) and progression-free survival (P=0.01). In conclusion, our study highlights a high prevalence of MYD88 and CD79B mutations in PSDLBCL, identifying an aggressive MCD-like subtype with a distinct relapse pattern. This molecular subclassification can be helpful for both prognostic prediction and therapeutic strategy in patients with PSDLBCL.

Testicular large B-cell lymphoma is genetically similar to PCNSL and distinct from nodal DLBCL.

Testicular large B-cell lymphoma (TLBCL) is an infrequent and aggressive lymphoma arising in an immune-privileged site and has recently been recognized as a distinct entity from diffuse large B-cell lymphoma (DLBCL). We describe the genetic features of TLBCL and compare them with published series of nodal DLBCL and primary large B-cell lymphomas of the CNS (PCNSL). We collected 61 patients with TLBCL. We performed targeted next-generation sequencing, copy number arrays, and fluorescent in situ hybridization to assess chromosomal rearrangements in 40 cases with available material. Seventy percent of the cases showed localized stages. BCL6 rearrangements were detected in 36% of cases, and no concomitant BCL2 and MYC rearrangements were found. TLBCL had fewer copy number alterations (p < 0.04) but more somatic variants (p < 0.02) than nodal DLBCL and had more frequent 18q21.32-q23 (BCL2) gains and 6q and 9p21.3 (CDKN2A/B) deletions. PIM1, MYD88 L265P , CD79B, TBL1XR1, MEF2B, CIITA, EP300, and ETV6 mutations were more frequent in TLBCL, and BCL10 mutations in nodal DLBCL. There were no major genetic differences between TLBCL and PCNSL. Localized or disseminated TLBCL displayed similar genomic profiles. Using LymphGen, the majority of cases were classified as MCD. However, we observed a subgroup of patients classified as BN2, both in localized and disseminated TLBCL, suggesting a degree of genetic heterogeneity in the TLBCL genetic profile. TLBCL has a distinctive genetic profile similar to PCNSL, supporting its recognition as a separate entity from DLBCL and might provide information to devise targeted therapeutic approaches.

Analysis of Therapeutic Efficacy and Adverse Prognostic Factors of Secondary Central Nervous System Lymphoma

To explore the therapeutic efficacy and prognostic factors of induction therapy for secondary central nervous system lymphoma (SCNSL). Clinical data of patients diagnosed with SCNSL from 2010 to 2021 at Guangdong Provincial People's Hospital were retrospectively collected. A retrospective cohort study was performed on all and grouped patients to analyze the efficacy and survival. Multivariate logistic regression analysis was used to explore the adverse prognostic factors. Thirty-seven diffuse large B-cell lymphoma patients with secondary central involvement were included in the research. Their 2-year overall survival (OS) rate was 46.01% and median survival time was 18.1 months. The 2-year OS rates of HD-MTX group and TMZ group were 34.3% and 61%, median survival time were 8.7 and 38.3 months, and median progression-free survival time were 8.1 and 47 months, respectively. Multivariate logistic regression analysis showed that age, sex, IPI, Ann Arbor stage were correlated with patient survival time. The median survival time of patients with CD79B, KMT2D, CXCR4, ERBB2, TBL1XR1, BTG2, MYC, MYD88, and PIM1 mutations was 8.2 months, which was lower than the overall level. HD-MTX combined with TMZ as the first-line strategy may improve patient prognosis, and early application of gene sequencing is beneficial for evaluating prognosis.

Clinicopathological and Molecular Characteristics of Rare EBV-associated Diffuse Large B-cell Lymphoma With IRF4 Rearrangement.

Epstein-Barr virus (EBV)-positive diffuse large B-cell lymphoma (DLBCL) is a rare form of aggressive B-cell lymphoma with limited molecular information reported regarding interferon regulatory factor 4 ( IRF4 ) status. Here, we presented 3 EBV-positive DLBCL cases with IRF4 rearrangement (EBV+DLBCL- IRF4 -R) verified by fluorescence in situ hybridization (FISH). Three patients, including 1 male and 2 females (median age: 64y; range: 45 to 68y), had normal immune function. During a median follow-up of 12 months (range: 0 to 24 mo), 2 patients succumbed to the disease, and 1 patient achieved complete response. Three tumors were present in the mediastinum, stomach, and thalamus, respectively. All three tumors exhibited DLBCL morphology and were identified as the non-germinal center B-cell subtype, with EBV-encoded small RNA positivity ranging from 70% to 80%. RNA sequencing was able to identify RHOH and IGH as fusion partners of IRF4 in two cases. No MYC and BCL2 rearrangements were detected in 3 cases by FISH and RNA sequencing. Next-generation sequencing revealed a low mutation burden, and only IRF4 was recurrently mutated in two EBV+DLBCL- IRF4 -R cases. Using the LymphGen 2.0 classifier, 1 case was classified as the MCD (including MYD88L265P and CD79B mutations) subtype. We report rare EBV+DLBCL- IRF4 -R that may enhance our understanding of the diverse spectrum of large B-cell lymphoma.

Cytoplasmic Lipid Droplets Predict Worse Prognosis in Diffuse Large B-Cell Lymphoma: Next-Generation Sequencing Deciphering Lipogenic Genes.

Burkitt lymphoma is characterized by high cell turnover and numerous cytoplasmic vacuoles that are demonstrated to be lipid droplets (LDs) decorated by adipophilin. By contrast, cytoplasmic vacuoles are variably observed in diffuse large B-cell lymphoma (DLBCL) and less well characterized. In this study, we first validated in DLBCL that cytoplasmic vacuoles are indeed LDs by Oil-red-O stain, Bodipy fluorescent stain, and electron microscopy. Second, in a cohort of DLBCL patients (n=52) we showed that LDs in effusional lymphoma cells were associated with a poorer prognosis ( P =0.029, log-rank test) and higher International Prognostic Index (IPI) score (94% vs. 66%, P =0.026) than those without. Moreover, using adipophilin as a surrogate marker for LDs, we found in another cohort of biopsy specimen (n=85) that expression of adipophilin by lymphoma cells predicted a poorer prognosis ( P =0.007, log-rank test) and higher IPI score (63% vs. 30%, P =0.005). In addition, whole exome sequencing of effusional DLBCL cells showed LD-positive DLBCL shared genetic features with the MCD ( MYD88 and CD79B mutations) subtype and highlighted OSBPL10 and CUBN as the most frequently mutated genes involved in lipogenesis. Whole transcriptome analysis by comparing effusional DLBCL cells with versus without LDs showed upregulation of EHHADH , SLC1A1 , CD96 , INPP4B , and RNF183 relevant for lymphoma lipogenesis and upregulation of epithelial-mesenchymal transition and KRAS signaling pathways. Higher expression of EHHADH and CD96 were validated in LD-positive clinical samples and LD-rich cell lines than LD-poor cells along with the known lipogenic gene, FASN . Our findings highlight the roles of LDs and adipophilin expression in DLBCL, suggest that these markers may predict prognosis and show that lipogenic genes may be potential therapeutic targets.

Comparative Study on the Clinicopathologic and Molecular Characteristics of Primary and Secondary Diffuse Large B-cell Lymphoma in the Central Nervous System.

Diffuse large B-cell lymphoma of the central nervous system (CNS-DLBCL) is an aggressive B-cell lymphoma with clinical and molecular heterogeneity. Primary CNS-DLBCL (PCNSL) affects the brain, eyes, leptomeninges, or spinal cord without systemic involvement. Secondary CNS-DLBCL (SCNSL) manifests concurrently with systemic lymphoma or as an isolated CNS relapse with poor prognosis. Next-generation sequencing (NGS) was used to identify genomic alterations in 32 PCNSL and 9 SCNSL cases. Single nucleotide variants and copy number variations in addition to the clinicopathologic data and proposed risk predictive values were compared to aid in diagnostic differentiation between the two types of lymphomas. The MCD genotype, characterized by mutations in MYD88 and CD79B, is the most common alteration in PCNSL and is associated with lower survival rates. The frequency of MYD88 mutation was significantly higher in PCNSL compared to SCNSL (75.0% vs. 33.3%; p=0.042). Recurrent copy number loss of 6p21 occurred in 56.1% of cases, more often in PCNSL (65.6%) than in SCNSL (22.2%) (p=0.028). Diagnostic positive predictive values (PPV) of MYD88 mutation and 6p21 loss for PCNSL were 89% and 91%, respectively. PPV of both alterations was 93% for the diagnosis of PCNSL. MYD88 mutation and 6p21 loss were significantly higher in PCNSL than in SCNSL, and novel risk prediction models based on these distinct genomic profiles can aid in the clinical differentiation of PCNSL and SCNSL.

Transformation of t(14;18)-negative follicular lymphoma to plasmablastic lymphoma: a case report with analysis of genetic evolution

BackgroundFollicular lymphoma (FL) is characterized by t(14;18)(q32;q21) involving the IGH and BCL2 genes. However, 10–15% of FLs lack the BCL2 rearrangement. These BCL2-rearrangement−negative FLs are clinically, pathologically, and genetically heterogeneous. The biological behavior and histological transformation of such FLs are not adequately characterized. Here, we report the first case of t(14;18)-negative FL that rapidly progressed to plasmablastic lymphoma (PBL).Case presentationA previously healthy 51-year-old man presented with leg swelling. Computed tomography (CT) showed enlarged lymph nodes (LNs) throughout the body, including both inguinal areas. Needle biopsy of an inguinal LN suggested low-grade B-cell non-Hodgkin lymphoma. Excisional biopsy of a neck LN showed proliferation of centrocytic and centroblastic cells with follicular and diffuse growth patterns. Immunohistochemical analysis showed that the cells were positive for CD20, BCL6, CD10, and CD23. BCL2 staining was negative in the follicles and weak to moderately positive in the interfollicular areas. BCL2 fluorescence in situ hybridization result was negative. Targeted next-generation sequencing (NGS) revealed mutations in the TNFRSF14, CREBBP, STAT6, BCL6, CD79B, CD79A, and KLHL6 genes, without evidence of BCL2 or BCL6 rearrangement. The pathologic and genetic features were consistent with t(14;18)-negative FL. Two months after one cycle of bendamustine and rituximab chemotherapy, the patient developed left flank pain. Positron emission tomography/CT showed new development of a large hypermetabolic mass in the retroperitoneum. Needle biopsy of the retroperitoneal mass demonstrated diffuse proliferation of large plasmablastic cells, which were negative for the B-cell markers, BCL2, BCL6, and CD10; they were positive for MUM-1, CD138, CD38, and C-MYC. The pathologic findings were consistent with PBL. The clonal relationship between the initial FL and subsequent PBL was analyzed via targeted NGS. The tumors shared the same CREBBP, STAT6, BCL6, and CD79B mutations, strongly suggesting that the PBL had transformed from a FL clone. The PBL also harbored BRAF V600E mutation and IGH::MYC fusion in addition to IGH::IRF4 fusion.ConclusionsWe propose that transformation or divergent clonal evolution of FL into PBL can occur when relevant genetic mutations are present. This study broadens the spectrum of histological transformation of t(14;18)-negative FL and emphasizes its biological and clinical heterogeneity.

Zanubrutinib is effective in non-germinal-center B-cell-like diffuse large B-cell lymphoma with mutated CD79B, high TCL1A expression, or over- expressed MYC/BCL-2

To evaluate the effects of gene mutations on Bruton tyrosine kinase inhibitor, zanubrutinib’s effectiveness in patients with diffuse large B-cell lymphoma (DLBCL), we examined pooled data from four single-arm studies (BGB-3111-AU-003 [NCT02343120], BGB-3111-207 [NCT03145064], BGB-3111_GA101_Study_001 [NCT02569476], BGB-3111-213 [NCT03520920]; n = 121). Objective response rate (ORR) was higher, though not statistically significant, in patients with activated B-cell-like (ABC)- and unclassified DLBCL (42.9% [21/49]) versus those with germinal-center B-cell-like DLBCL (14.3% [1/7]; p = 0.15). Patients with CD79B mutations had better ORR (60%) versus patients with wild-type alleles (25.9%, p < 0.01). Higher TCL1A expression correlated with better zanubrutinib response (p = 0.03), longer progression-free survival (p = 0.01), and longer overall survival (p = 0.12). TCL1A expression was higher in ABC-DLBCL (p < 0.001) and MYD88/CD79B-mutated subtypes (p < 0.0001). Eighteen patients with high MYC/BCL-2 expression responded better to zanubrutinib (ORR = 61 vs. 29%, p = 0.02). Our results support assessing CD79B mutations, co-expressor DLBCL, and TCL1A expression status to identify patients with DLBCL who will benefit from zanubrutinib.

Deciphering the Prognostic Significance of MYD88 and CD79B Mutations in Diffuse Large B-Cell Lymphoma: Insights into Treatment Outcomes.

The clinical and genetic characteristics, as well as treatment outcomes, of diffuse large B-cell lymphoma (DLBCL) patients with different MYD88 and CD79B mutation status merit further investigation. This study aims to investigate the distinctions in clinical manifestations, genetic characteristics, and treatment outcomes among MYD88-CD79Bco-mut, MYD88/CD79Bsingle-mut, and MYD88-CD79Bco-wt DLBCL patients. Clinical and genetic characteristics, along with treatment outcomes among 2696 DLBCL patients bearing MYD88-CD79Bco-mut, MYD88/CD79Bsingle-mut, and MYD88-CD79Bco-wt treated with R-CHOP/R-CHOP-like regimens from the Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College and six external cohorts were analyzed. Potential molecular mechanisms were investigated through Gene Set Enrichment Analysis and xCell methodology. In the MCD subtype, patients with MYD88-CD79Bco-mut showed comparable progression-free survival (PFS) and overall survival (OS) compared to MYD88/CD79Bsingle-mut or MYD88-CD79Bco-wt. However, in the non-MCD subtype, patients with MYD88-CD79Bco-mut exhibited significantly inferior OS than MYD88/CD79Bsingle-mut or MYD88-CD79Bco-wt, while there was no significant OS difference between MYD88/CD79Bsingle-mut and MYD88-CD79Bco-wt (median OS: 68.8 [95% CI 22-NA] vs NA [95% CI 112-NA] vs 177.7 [95% CI 159-NA]months; MYD88-CD79Bco-mut vs MYD88/CD79Bsingle-mut: p=0.02; MYD88-CD79Bco-mut vs MYD88-CD79Bco-wt: p=0.03; MYD88/CD79Bsingle-mut vs MYD88-CD79Bco-wt: p=0.33). Regarding patients with MYD88-CD79Bco-mut, there was no significant difference in PFS and OS between the MCD and non-MCD subtypes. Within the MYD88-CD79Bco-mut group, patients with PIM1mut had better PFS than PIM1wt (median PFS: 8.34 [95% CI 5.56-NA] vs 43.8 [95% CI 26.4-NA] months; p=0.02). Possible mechanisms contributing to the superior PFS of PIM1mut patients may include activated lymphocyte-mediated immunity and interferon response, a higher proportion of natural killer T cells and plasmacytoid dendritic cells, as well as suppressed angiogenesis and epithelial-mesenchymal transition, along with lower fibroblast and stromal score. In the MCD subtype, patients with MYD88-CD79Bco-mut showed comparable PFS and OS compared to MYD88/CD79Bsingle-mut or MYD88-CD79Bco-wt, while in the non-MCD subtype, they exhibited significantly inferior OS. There was no significant disparity in PFS and OS of MYD88-CD79Bco-mut between the MCD and non-MCD subtypes. The presence of PIM1mut within the MYD88-CD79Bco-mut group correlated with better PFS, which may result from an intricate interplay of immune processes and tumor microenvironment alterations.

Abstract 7583: Discovery of a potent small molecule MALT1 protease inhibitor for the treatment of cancer

Abstract The paracaspase mucosa-associated lymphoid tissue lymphoma translocation protein 1 (MALT1), as the core component of CBM complex (CARD9/10/11/14-BCL10-MALT1), plays an essential role in activating the NF-κB pathway and regulating the cell proliferation, differentiation and immunity. Inhibiting of MALT1 is considered a promising therapeutic approach for the treatment of several non-Hodgkin B-cell lymphomas, chronic lymphocytic leukemia (CLL), solid tumors and autoimmune diseases. Herein, we report the discovery of a novel potent MALT1 allosteric inhibitor, BPI-530616, which strongly inhibited MALT1 protease activity with subnanomolar IC50, and low off-target activity on other proteases. BPI-530616 can inhibit the proliferation of B-cell diffuse large B-cell lymphoma (ABC-DLBCL) cell line, OCI-ly3, bearing CD79b and CARD11 mutations. The cell line is intrinsically resistant to covalent and non-covalent Bruton's Tyrosine Kinase (BTK) inhibitors. Meanwhile, BPI-530616 suppressed the cellular cytokine secretion (e.g.IL-10, IL-2) or MALT1 direct substrate cleavage (e.g. CYLD). In vivo, BPI-530616 dose-dependently suppressed tumor growth and inhibited the cleavage of CYLD in OCI-ly3 xenograft mouse model. To address the role of MALT1 inhibitor in the contest of immune-oncology, a CT26 syngeneic mouse model was set up. Oral administration of BPI-530616 exhibited a good antitumor effect comparable to that of the anti-PD1 antibody, with no observable adverse effects. Additionally, BPI-530616 displayed desirable drug-like properties, including low clearance and good oral bioavailability across multiple pre-clinical species. Taken together, our research has led to the discovery of a novel, potent, selective, and orally bioavailable small molecule MALT1 inhibitor, BPI-530616. It demonstrated anti-tumor efficacy in the DLBCL animal model and showed promising effects in an immune-oncology animal model. Citation Format: Yuzhen Zhou, Bang Fu, Jie Chen, Weidong Cai, Xiao Sun, Yinlong Li, Wei Ren, Qichao Shen, Guolong Du, Xiaojun Zhou, Zhengyao Zou, Haibo Chen, Xiaoyun Liu, Cheng Yang, Xiangyong Liu, Jing Guo, Hao Wu, Lieming Ding, Jiabing Wang, Hong Lan. Discovery of a potent small molecule MALT1 protease inhibitor for the treatment of cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 7583.

Sinonasal DLBCL: molecular profiling identifies subtypes with distinctive prognosis and targetable genetic features

AbstractPrimary sinonasal diffuse large B-cell lymphoma (PSDLBCL) is a rare lymphoma with a variable prognosis and a unique relapse/dissemination pattern involving the central nervous system and skin. The underlying molecular mechanisms leading to this heterogeneity and progression pattern remain uncharted, hampering patient-tailored treatment. To investigate associated mechanisms, we analyzed clinical data and used immunohistochemistry, gene-expression profiling, cytogenetics, and next-generation sequencing in a cohort of 117 patients with PSDLBCL. The distribution in cell-of-origin (COO) was 68 (58%) activated B-cell (ABC), 44 (38%) germinal center B-cell (GCB), and 5 (4%) unclassifiable. COO was significantly associated with progression-free survival (PFS) and lymphoma-specific mortality (LSM) in both the overall cohort (5-year PFS: ABC, 43% vs GCB, 73%; LSM: ABC, 45% vs GCB, 14%) and in the subgroup of patients receiving immunochemotherapy (5-year PFS: ABC, 55% vs GCB, 85%; LSM: ABC, 28% vs GCB, 0%). ABC lymphomas were mainly MCD class, showing a high prevalence of MYD88 (74%) and CD79B (35%) mutations compared with GCB lymphomas (MYD88 23%; CD79B 10%) (P < .01). The ABC subtype frequently displayed cMYC/BCL2 coexpression (76% vs 18% GCB; P < .001) and HLA-II loss (48% vs 10% GCB; P < .001). PD-L1 expression and copy-number alterations were rare. All lymphomas were Epstein-Barr virus-negative. Our data suggest molecular profiling as a potent tool for detecting prognostic subgroups in PSDLBCL, exposing links to known relapse/dissemination sites. The ABC subgroup’s MCD genetic features, shared with lymphomas at other nonprofessional lymphoid sites, make them potential candidates for targeted B-cell and toll-like receptor signaling therapy.

An inducible Cd79b mutation confers ibrutinib sensitivity in mouse models of Myd88-driven diffuse large B-cell lymphoma

AbstractDiffuse large B-cell lymphoma (DLBCL) is the most common aggressive lymphoma and constitutes a highly heterogenous disease. Recent comprehensive genomic profiling revealed the identity of numerous molecularly defined DLBCL subtypes, including a cluster which is characterized by recurrent aberrations in MYD88, CD79B, and BCL2, as well as various lesions promoting a block in plasma cell differentiation, including PRDM1, TBL1XR1, and SPIB. Here, we generated a series of autochthonous mouse models to mimic this DLBCL cluster and specifically focused on the impact of Cd79b mutations in this setting. We show that canonical Cd79b immunoreceptor tyrosine-based activation motif (ITAM) mutations do not accelerate Myd88- and BCL2-driven lymphomagenesis. Cd79b-mutant murine DLBCL were enriched for IgM surface expression, reminiscent of their human counterparts. Moreover, Cd79b-mutant lymphomas displayed a robust formation of cytoplasmic signaling complexes involving MYD88, CD79B, MALT1, and BTK. These complexes were disrupted upon pharmacological BTK inhibition. The BTK inhibitor–mediated disruption of these signaling complexes translated into a selective ibrutinib sensitivity of lymphomas harboring combined Cd79b and Myd88 mutations. Altogether, this in-depth cross-species comparison provides a framework for the development of molecularly targeted therapeutic intervention strategies in DLBCL.

RCHOP Plus High-Dose Methotrexate As First-Line Therapy in Large B-Cell Lymphoma with Testis Involvement

Primary testicular lymphoma (PTL) and diffuse large B-cell lymphoma with secondary testicular involvement (DLBCL-T) are rare subtypes of lymphomas associated with poor prognosis and a high risk of central nervous system (CNS) relapse. The optimal CNS prophylaxis strategy for these subtypes remains uncertain. High-dose methotrexate (HD-MTX) is debated for CNS prophylaxis, but its efficacy in this setting is unknown. This study aimed to retrospectively analyze the use of HD-MTX in combination with chemotherapy (R HD-MTX CHOP) as frontline treatment for PTL and DLBCL-T and to compare the biological characteristics of these two forms of testicular involvement. Data from patients who received R HD-MTX CHOP as first-line treatment for DLBCL-T or PTL between 2010 and 2020 were collected retrospectively. The study included 15 patients, 5 with PTL and 10 with DLBCL-T. The overall response rate was 86%, with 73% of patients achieving complete remission. Treatment-related adverse events were generally manageable, with febrile neutropenia being the most common. Two patients experienced CNS relapse, both from the DLBCL-T subgroup, with a median time of 10.7 months from diagnosis to CNS relapse. None of the PTL patients receiving HD-MTX experienced relapse during the median follow-up of 6.08 years (Figure 1A), compared to 8/10 DLBCL-T (p=0.007). All five PTL cases had a non-germinal center phenotype, while 7 out of 10 DLBCL-T cases were non-germinal center. One DLBCL-T case exhibited high-grade lymphoma. Myc expression was positive in 3 out of 10 patients assessed, of whom all were double expressors. Bcl-2 expression was positive in all 13 assessable patients, while Bcl-6 expression was positive in 6 patients. Myc, Bcl-2, and Bcl-6 rearrangements were assessed in 10 patients and were present in 1 patient who was found to have triple-hit lymphoma. No other patient had double-hit lymphoma or any significant rearrangement. Polysomy of Myc, Bcl-2, and/or Bcl-6 was found in 2 patients. PDL1 expression was observed in one out of six patients analyzed, while no PD1 expression was detected. In 8 out of 15 patients with available tissue material, next-generation sequencing using a panel targeting 43 lymphoid genes was performed. Among these 8 patients, 87% exhibited gain-of-function mutations in MYD88 (MYD88 L265P), and 62% had missense mutations in CD79B at position Y196. Multiple mutations in the PIM1 gene, a known target of aberrant somatic hypermutation, were also observed in 7 patients. Non-recurrent mutations were detected in various genes, including PRDM1, CD58, B2M, CREBBP, CIITA, CARD11, CDKN2A, EP300, CCDND3, FOXO1, IRF4, NFKBIE, and TCF3 (Figure 1B). Ig rearrangement was analyzed in 4/9 patients with available DNA. All 4 were clonal, with distinct but mutated VH segments (sequence identity between 81 and 89%). This study suggests that HD-MTX in combination with RCHOP chemotherapy is highly effective in preventing CNS relapse in PTL but less so in DLBCL-T. DLBCL-T had a higher risk of CNS relapse and poorer outcomes compared to PTL. Further studies are needed to determine the optimal timing and sequence of HD-MTX in DLBCL-T, as well as alternative treatment approaches. PTL and DLBCL-T have distinct clinical presentations and responses to frontline chemotherapy with HD-MTX prophylaxis. PTL may benefit from HD-MTX in preventing relapse, while alternative treatments should be explored for DLBCL-T. Future studies should consider PTL and DLBCL-T as separate entities to better understand their characteristics and optimize treatment strategies.

PIM1 Point Mutations Increase Migration of Diffuse Large B-Cell Lymphoma (DLBCL) Cells

PIM1 serine-threonine kinase is known proto-oncogene, highly expressed in lymphoid malignancies. It regulates crucial processes for the cancer cell, like proliferation, apoptosis, metabolism or migration. In DLBCLs, PIM1 gene is a target of somatic hypermutation and one of the most frequently mutated genes in DLBCL patients. PIM1 mutations are more frequent in ABC-type tumors, which have worse survival prognosis than GCB-type, and often co-occur with mutations in MYD88 and CD79B. Analyses of the available clinical data show that the most significant differences between the groups of DLBCL patients with or without PIM1 mutations are tumor mutational burden, age at diagnosis and extranodal (testicular) involvement. In line with this finding, PIM1, MYD88 and CD79B mutations have also been reported to be highly prevalent in extranodal B cell lymphomas, localized in central nervous system (PCNSL), testicles (PTL) or intravascular space (IVLBCL). Our goal was to assess the role of the most common PIM1 point mutations in the biology and pathogenesis of DLBCL cells. The HBL-1 cell line was chosen as a model of MYD88 L265P-positive ABC-DLBCL subtype. PIM1 knock-out was performed using CRISPR/Cas9 method. Sequences of wild type PIM1, kinase-dead PIM1K67M, serving as a an inactive kinase control, and 7 most frequent mutants (PIM1G28D, PIM1E70K, PIM1P81L, PIM1S97N, PIM1P125A, PIM1L164F, PIM1L184F) were reintroduced to the HBL-1 PIM1 KO cells using lentiviral vectors. PIM1 mutations did not affect the proliferation of DLBCL cells and did not increase resistance to doxorubicin, excluding the proliferation rate or treatment resistance as a cause of the poor prognosis associated with PIM1 mutations. We performed RNA-seq analysis of the HBL-1-PIM1-WT and HBL-1-PIM1-mutants. The most upregulated pathways in PIM1 mutants (including PIM1K67M) were those related to Interferon gamma, IL-15, STAT3, cMET and semaphorin-plexin signaling (involved in proliferation, actin dynamics and migration of cancer cells). We also found that PIM1 mutants universally overexpress cMET oncogene. Moreover, gene set and pathway enrichment analyses indicated that the PIM1-mutant cells exhibit features associated with altered actin polymerization, RHO GTPases and cell membrane dynamics, suggesting the increased migratory potential of the cells and their propensity to spread to extranodal sites. Higher surface level of cMET in PIM1 mutant cells was confirmed using FACS analysis. Since cMET and CXCR4 cooperate in signaling and trigger AKT/mTOR, which is required for CXCR4-mediated cell motility, we evaluated whether PIM1 mutant cells would exhibit increased phosphorylation of AKT. In line with this hypothesis, we noted higher pAKT and pERK1/2 in PIM1 mutant cells than in PIM1 WT cells. Finally, in transwell assays, PIM1 mutant cells exhibited markedly increased migratory potential. Taken together, these studies indicate that PIM1 mutants are not likely associated with differential drug responses, but rather facilitate tumor dissemination and are thus associated with inferior prognosis in DLBCL patients harboring PIM1 mutations.

High Prevalence of MYD88 and CD79B Mutations and PD-L1 Alterations in Bone Marrow Large B Cell Lymphoma Associated with Hemophagocytic Lymphohistiocytosis

Introduction: Bone marrow large B cell lymphoma associated with hemophagocytic lymphohistiocytosis (HLH) is a rare disease with a highly aggressive clinical course. Until now, the molecular genomics of bone marrow large B cell lymphoma associated with HLH remains undetermined. Methods: Cases of bone marrow large B cell lymphoma with HLH were included. The inclusion criteria were as follows: (1) diagnosis of large B cell lymphoma presenting initially in the bone marrow; (2) no overt lymph node involvement or tumor formation; (3) fulfillment of five or more of the eight HLH-2004 diagnostic criteria. (4) cases with available samples. Genomic DNA was extracted from bone marrow cells or the plasma. A panel comprising 475 hematological malignancy-related genes were used for targeted gene sequencing. The prepared library was sequenced using Illumina HiSeq 4000. Molecular classification was predicted by using the LymphGen algorithm. Results: A total of 23 cases were included. The median age was 63. 71.4% of patients were the non-GCB subtype (10/14) based on the Hans algorithm and 50% (9/18) of cases showed CD5 expression. Somatic mutations were identified in all the cases. The most common disrupted genes were PIM1 (12/23, 52.2%), PD-L1 (9/23, 39.1%), MYD88 (8/23, 34.8%), BCL6 (6/23, 26.1%), CD79B (6/23, 26.1%), IRF4 (6/23, 26.1%) and TET2 (6/23, 26.1%) (Figure 1). For nine cases with PD-L1 aberrations, seven cases had PD-L1 structural variants (SVs) and one case showed PD-L1 amplification (Figure 2). All the six cases with BCL6 aberrations showed BCL6 SVs (Figure 2). For six cases with BCL6 SVs, four cases showed immunoglobulin heavy chain ( IGH)- BCL6 translocations and two cases harbored IKZF1- BCL6 translocations. Regarding molecular classification, eight cases (34.8%) were classified as the MCD subtype, two cases the BN2 subtype, two cases the ST2 subtype, and two cases the composite subtype. Conclusion: To the best of our knowledge, this is the first study exploring the molecular genetics of bone marrow large B cell lymphoma with HLH. Our study suggesting bone marrow large B cell lymphoma with HLH showed frequent MYD88/CD79B and PD-L1 alterations. Our study provided clues for the pathogenesis of bone marrow large B cell lymphoma with HLH and identified potential druggable targets for future clinical trials.

Exceptional Response to BTK Inhibitors in Aggressive Lymphomas Linked to Chronic Selective Autophagy

Diffuse large B cell lymphoma (DLBCL) is an aggressive cancer that is profoundly heterogeneous, both molecularly and phenotypically, presenting a challenge for precision medicine. Inhibitors of Bruton tyrosine kinase (BTK) block B cell receptor (BCR)-dependent NF-κB signaling and are particularly effective in DLBCL with mutations in the BCR subunit CD79B and MYD88 (MCD DLBCL). MCD tumors are enriched for a multiprotein supercomplex, termed the My-T-BCR, that is nucleated by MYD88 L265P, TLR9 and the BCR, and serves as a central hub of NF-κB signaling. The integrity of the My-T-BCR complex is rapidly compromised following BTK inhibition, but the molecular mechanisms responsible for the dissolution of this molecular machine have not been elucidated. To investigate the underlying mechanisms regulating the My-T-BCR, we used genome wide CRISPR-Cas9 screens in MCD DLBCL cell line models treated with the BTK inhibitors (BTKi) and compared the results to screens with inhibitors of SYK, IKK, mTOR, and BRD4. We identified several drug resistance genes encoding known negative regulators of BCR, NF-κB, and PI3 kinase signaling that were recurrently inactivated by mutation and/or deletion in DLBCL biopsies. Unexpectedly, we identified multiple autophagy-related genes involved autophagosome formation ( ATG9A, ATG101, ATG13, RB1CC1 and ATG14) and autophagosome membrane expansion ( ATG2A, WIPI2, WDR45) that strongly counteracted the toxicity of BTKi (≥3 SD). Notably, these autophagy genes did not promote resistance to the mTOR inhibitors, which induces classical autophagy. To gain further insight, we generated BTKi-resistant cell lines deficient in ATG9A or ATG101 (ATG KO) and performed genome-wide CRISPR screens and RNA-seq with or without BTKi. In doing so, we observed 11 ATG genes that displayed epistatic interactions, no longer conferring BTKi resistance in ATG KO MCD cells (p≤0.05). We also observed the buffering of many NF-κB negative regulators (p≤0.001) and the increased sensitivity to loss of NF-κB positive regulators (p≤0.05). Furthermore, gene expression studies showed a marked decrease of BCR, MYD88 and NF-κB signatures in control BTKi-treated cells, whereas ATG KOs demonstrated a rescue of these same gene signatures and displayed higher levels of nuclear NF-κB localization upon BTKi treatment. MCD patients display the highest levels of NF-κB gene expression compared to other genetic subtypes. Interestingly, MCD patients also displayed the lowest gene expression profile for a subset of the ATG genes (p≤2.7x10 -6), suggesting that this pathway may be counter-selected during MCD pathogenesis. As autophagy promotes the lysosomal degradation of proteins, and disruption of autophagy promoted NF-κB signaling in MCD cell lines, we assessed global protein levels and localization of proteins to the My-T-BCR in ATG KO cells using mass spectrometry. Selective autophagy receptors TAX1BP1, NBR1 and p62 were significantly upregulated in ATG KOs and displayed significant enrichment of proximity to MYD88 L265Pin ATG KOs (p≤0.01), suggesting MYD88 L265P is targeted for degradation by selective autophagy. To test this, we engineered MCD cell lines with dual fluorescent autophagy reporters (GFP-RFP fusions) for TAX1BP1, NBR1, p62, or MYD88 L265P. Each reporter displayed an accumulation of GFP relative to RFP in ATG KOs or upon treatment with the autophagy blocking v-ATPase inhibitor bafilomycin. To identify genes that modulate selective autophagy of MYD88 L265P, we performed a CRISPR screen in MCD cells stably expressing a MYD88 L265P-RFP-GFP reporter. We observed deletion of the same epistatic interactors of ATG9A in BTKi survival screens also blocked MYD88 L265P autophagic degradation. Conversely, deletion of BTK, mTORC1-related genes and IRF4 were all among the top-ranked genes that promoted MYD88 L265P autophagic degradation. We validated these findings using chemical inhibitors of each gene alone or in combination and observed synergy for the promotion of MYD88 L265P autophagic degradation. Collectively, we identified a non-canonical form of selective autophagy that chronically degrades MYD88 L265P, is counter-selected in MCD tumors, and is promoted by BTK inhibitors. Our findings help to elucidate the exceptional benefit of BTK-targeted therapies in the MCD DLBCL subtype and offer a rationally designed combination therapy regimen to specifically degrade this mutant allele of MYD88.

CTIM-39. A PHASE 1B STUDY OF PEMBROLIZUMAB, IBRUTINIB AND RITUXIMAB IN RECURRENT/REFRACTORY (RR) PRIMARY CENTRAL NERVOUS SYSTEM LYMPHOMA (PCNSL)

Abstract BACKGROUND PCNSL exhibit B-cell receptor (BCR) pathway activation due to CD79B and MYD88 mutations, concurrently with 9p24.1/PD-L1/PD-L2 copy number alterations. These genetic features suggest complementary approaches of targeting PD1, BCR/BTK (Bruton’s tyrosine kinase) and CD20. Pembrolizumab, ibrutinib and rituximab have each been used as monotherapy in RR PCNSL. We investigate these agents in combination to determine tolerability and synergistic efficacy. METHODS This is a phase 1b/2 study of pembrolizumab, ibrutinib and rituximab in RR PCNSL patients. In phase 1b, patients were accrued using a 3 + 3 design to determine the maximum tolerated dose/recommended phase 2 dose (MTD/RP2D). Patients were treated with pembrolizumab 200mg IV every 3 weeks, ibrutinib oral daily and rituximab 375mg/m2 IV weekly (for 4 doses). Two dose levels (DL) of ibrutinib (DL1: 560 mg, DL2: 840 mg) were evaluated. Primary endpoint is progression-free survival at six months (PFS6); secondary endpoints include safety, tolerability, objective response rate (ORR), duration of response (DOR), progression-free and overall survival. RESULTS We completed accrual on the phase 1b part and report results of 10 evaluable patients (50% women). The median age was 74 years (38-82) and median ECOG 1 (0-1). There was 1 DLT at DL1 (grade 4 transaminases) and 2 DLTs at DL2 (hypertension, flu-like symptoms); the MTD/R2PD of ibrutinib with pembrolizumab and rituximab is 560mg. The most common grade 3/4 adverse events were elevated transaminases and decrease in lymphocyte counts. There were 13 dermatologic events, all &amp;lt; grade 3. Reasons for discontinuing treatment include progression (6), consent withdrawal (1), toxicity (2). The ORR is 80% (6 complete responses, 2 partial responses). As of June 2023, the median DOR is 177 days (49-619); PFS6 is 50%. CONCLUSIONS The combination of pembrolizumab, ibrutinib and rituximab is well-tolerated with manageable side effects and encouraging efficacy. The phase 2 portion of the study is open.

Gene Panels for Intraocular Lymphoma Can Overcome Diagnostic Difficulties and Enable Precision Medicine

Background: Definitive diagnosis of intraocular lymphoma (IOL) is often challenging, at least partially due to limited accessibility to the lesion and the rarity of tumor cells, with pathologically false-negative results reportedly occurring in approximately 30% of cases. Delayed diagnosis is often an important clinical issue, and the average time to diagnosis is approximately 1.5 years.Because of delayed diagnosis, IOLs are often found only after central nervous system (CNS) invasion has occurred, possibly leading to worse treatment outcomes. In this study, we tried to overcome diagnostic difficulties by using gene panel diagnostics of IOL. Furthermore, genetic analysis of IOLs may be able to predict the risk of recurrence.in Japan, a second-generation Bruton's tyrosine kinase (BTK) inhibitor, tirabrutinib, has been approved for the treatment of relapsed/refractory CNS lympoma. Herein, we present a case of IOL and CNS lesion with MYD88 mutation treated with tirabrutinib as part of precision medicine. Methods: We have developed a digital polymerase chain reaction-based system for multiplex gene panel testing of cell-free DNA (cfDNA) obtained from intraocular liquid biopsies (patent number 7149000, 2022/9/30). Our system can detect specific gene mutations in minute cfDNA by amplifying specific gene loci in bubbles, even from an extremely small number of cells. Using this multiplex gene panel testing, we analyzed genetic mutations in nine regions of four genes, MYD88, CD79B, BTG2, and PIM1, using cfDNA obtained from intraocular liquid biopsies. The diagnostic performance of the novel system was evaluated in 86 samlpes of patients with IOL. We also retrospectively analyzed the prognostic potential of the genetic mutations for IOL. Lastly, in the case of CNS lymphoma and IOL, we presented the MYD88 mutation treated with tirabrutinib. Results: Among the four disease-specific genes, the MYD88 mutation was present in 55 of 86 cases (64%), and frequencies of the CD79B, BTG2, and PIM1 mutations were 47%, 38%, and 29%, respectively. At least one of these mutations was found in 83 of the 86 IOL cases examined (97%), making this assay highly sensitive (Fig. 1). The MYD88 mutation was not associated with recurrence in patients with recurrent and refractory CNS lymphoma and IOL. Conversely,patients with the CD79B mutation had high rates of relapse for CNS lymphoma: the 4-year rate of recurrence-free survival was 35%, compared to 79% in patients without the CD79B mutation (p=0.012). Patients with the BTG2 mutation also had high rates of relapse (Fig. 2). Furthermore, we present a case of CNS lynphoma and IOL. By testing IOL gene panel, only MYD88 mutation was detected in the vitreous sample of IOL patient. We have experienced this case in which the second-generation BTK inhibitor,tirabrutinib, was effective not only for central but also for intraocular lesions. Conclusion: Our panel enables rapid and accurate diagnosis of IOL with only a small sample of intraocular liquid. We believe that this multiplex gene panel testing may aid in the diagnosis of IOL in difficult-to-diagnose patients, including those with chronic uveitis, by preventing CNS invasion due to diagnostic delay. Moreover, genetic profiling panels of IOL can help to stratify clinical outcomes.CD79B and BTG2 mutation is a potent predictive marker for relapse. In the clinical setting, we experienced a case of IOL with MYD88 mutation in which tirabrutinib was effective. Potentially, tirabrutinib also penetrates directly into the eye in intraocular lesions. Oral drug, tirabrutinib as eye dripping drug, might be effective as a therapeutic option for IOL and should be assessed in future clinical trials of precision medicine for IOL.

Post-Hoc Analysis of the Final, Three-Year Follow-up Results of a Phase I/II Study on Tirabrutinib (ONO-4059) in Patients with Relapsed or Refractory Primary Central Nervous System Lymphoma

[Background] Tirabrutinib (TIR; ONO-4059) is a second-generation inhibitor of Bruton's tyrosine kinase with high kinase selectivity. Based on the results of study ONO-4059-02 in patients with relapsed or refractory (r/r) primary central nervous system lymphoma (PCNSL) (Phase I/II study, jRCT: 2080223590), TIR was approved in Japan, Korea, and Taiwan. We have reported the results of 3-year follow-up (median follow-up: 37.1 months) of study ONO-4059-02, in which the overall response rate (ORR), the primary endpoint, was 63.6% and median duration of response was 9.2 months. The 3-year PFS and OS rates were 13.9% and 56.7%, respectively (Asai et al. ASCO 2023, Abstract 7548). Several clinical questions still remained to be addressed, including the proportion of patients who received subsequent treatment after discontinuation of TIR, and their treatment types; the characteristics of patients with higher efficacy of TIR; and the impact of long-term TIR treatment on Karnofsky Performance Status (KPS) and the Quality of Life (QoL). Here, we report the results of post-hoc analyses of the 37-month follow-up data of study ONO-4059-02. [Methods] In study ONO-4059-02, 44 patients with r/r PCNSL, age ≥20, and KPS≥70 were treated with TIR once daily at doses of 320 mg (n=20), 480 mg (n=7), or 480 mg (n=17) under a fasted condition. TIR was administered in 28-day cycles, and treatment was continued until disease progression or clinically unacceptable toxicity was observed. We assessed the number of patients who received subsequent treatment after discontinuation of TIR and their treatment types. ORR was assessed in patient subgroups according to their characteristics. In addition, patient characteristics associated with 12-month PFS rates were identified using univariate/multivariate logistic regression analysis. The time course of KPS and QoL during the TIR treatment was also assessed. QoL was evaluated using the European Organization for Research and Treatment of Cancer (EORTC) QLQ-C30, EORTC QLQ-BN20, and EuroQol 5 dimensions. [Results] Of the 44 patients, 6 patients were treated for 3 years. At the time of last visit, 2 patients (4.5%) continued the TIR treatment, 10 (22.7%) discontinued the TIR treatment but had not received subsequent treatment, and 32 (72.7%) received subsequent treatment after discontinuation of TIR. The subsequent treatments included systemic therapy, radiotherapy, hematopoietic stem cell transplantation, and surgery. Major subsequent treatments were MTX-based therapy (n=18) and radiotherapy (n=10) with the 3-year OS rate of 61.1% and 40.0%, respectively. The subgroup analyses of ORR by patient characteristics showed that response to TIR was observed in all patient subgroups; ORR was low in those refractory to the treatment just before TIR (33.3%), those receiving ≥ 4 previous treatments (33.3%), those receiving hematopoietic stem cell transplantation (28.6%), those with high tumor burden (42.9%), and those having mutations in CD79B and MYD88 (40.0%). The univariate/multivariate analyses for the 12-month PFS rate identified that baseline KPS 90-100 was significantly associated with long-term response (odds ratio 5.99, P=0.0289). The median baseline KPS was 80.0 (range: 70~100) and was maintained during the TIR treatment (max: 49 cycles). QoL scores were generally maintained. [Conclusion] The majority of patients were able to receive subsequent treatment, including MTX, after TIR. TIR responses were observed in all patient subpopulations, and the baseline KPS was suggested to be associated with long-term response. KPS and QoL were generally maintained during the long-term observation period.

Plasma Circulating Tumor DNA (ctDNA) as an Alternative to Tissue DNA for Genotyping of DLBCL: Results from the POLARIX Study

Introduction: In the POLARIX study (NCT03274492), polatuzumab vedotin in combination with rituximab plus cyclophosphamide, doxorubicin, and prednisone (Pola-R-CHP) demonstrated prolonged progression-free survival (PFS) versus rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) in patients with previously untreated diffuse large B-cell lymphoma (DLBCL; Tilly et al. N Eng J Med 2022); the PFS benefit was maintained with longer follow-up (Herrera et al. Blood 2022). We previously validated the prognostic value of ctDNA at baseline, on treatment, and at the end of treatment in POLARIX (Herrera et al. Blood 2022). Here, we assess and compare the mutation landscape and molecular subtyping of DLBCL by plasma ctDNA versus tissue DNA using the LymphGen classifier. Methods: Baseline plasma ctDNA single nucleotide variants (SNVs) were identified using the AVENIO ctDNA NHL assay (Research Use Only) with an allelic frequency (AF) of 0.5% (Stokowski et al. Blood 2022). Tissue SNVs at baseline were determined by whole exome sequencing (WES) with an AF cutoff of 5%. Plasma-depleted whole blood at baseline was used as a source of germline DNA to filter non-tumor-specific variants for both ctDNA and WES assays. Mutation landscapes in tissue DNA and plasma ctDNA were compared, focusing on genomic regions covered by both assays and variants within the coding regions. LymphGen uses genetic mutations, copy number data, and BCL2/BCL6 rearrangements to classify samples into at least one of seven genetic subtypes (Wright et al. Cancer Cell 2020). Genetic subtypes were defined by the LymphGen classifier using tissue and ctDNA SNVs, per the following: A53 ( TP53 and TP53BP1 mutations), BN2 ( BCL6 translocations and NOTCH2 mutations), EZB ( EZH2 mutations and BCL2 translocations), MCD ( MYD88L265P and CD79B mutations), N1 ( NOTCH1 mutations), and ST2 ( SGK1 and TET2 mutations). Hazard ratios (HR) were adjusted for International Prognostic Index score (2 vs 3-5) and age (≤60 vs &amp;gt;60 years). Results: At baseline, 443 patients had both WES and ctDNA data. When comparing mutation landscapes between tissue DNA and ctDNA, a median 82% (lower quartile: 0.5, upper quartile: 1.0) of tissue SNVs per patient were also found in their matched ctDNA samples. In total, tissue and ctDNA SNVs were found in 163 and 202 genes, respectively. Among these genes, 154 had SNVs in both tissue and ctDNA samples, representing 96% and 78% of mutated genes identified in tissue and ctDNA, respectively. Eleven genes showed statistically significant differences in distribution between tissue and ctDNA (Fisher's exact test, false discovery rate&amp;lt;0.01; Benjamini and Hochberg. J R Stat Soc 1995), including MEF2BNB-MEF2B, MEF2B, BCL10, BNC2, TNFAIP3, RIMS2, CDH19, KIF2B, BCL6, KMT2D and MYC; all but one ( MEF2B) showed higher mutation frequencies in ctDNA than in tissue. The distribution of molecular subtypes is listed in Table 1; due to a lack of information on copy number alterations, the A53 subtype was not included. Based on the tissue SNV data, LymphGen was able to determine the molecular subtypes of 442 patients. Using LymphGen results from tissue SNVs as a reference, 333 (75.3%) patients had the same subtype designation by tissue and ctDNA SNVs, and 109 (24.7%) had different designations ( Table 2). Among the 109 patients, 9 (8.2%) were assigned to a different molecular subtype by ctDNA, 50 (45.9%) patients with tissue SNV-defined molecular subtype were assigned to the undetermined subtype by ctDNA SNVs, and 50 (45.9%) patients with undetermined status by tissue SNVs were classified into distinctive genetic subtypes by ctDNA variants. In a pooled analysis, the 2-year PFS estimates of individual subtypes by tissue versus ctDNA SNVs were consistent ( Table 1). Conclusion: Our analyses demonstrated that the mutation landscape of ctDNA in DLBCL characterized by the AVENIO ctDNA NHL assay resembles that of tumor tissue determined by WES. Patients with molecular subtypes defined by WES or ctDNA had similar PFS outcomes. Overall, these findings support the use of plasma ctDNA as an alternative to tumor tissue for the genotyping of DLBCL.