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Chronic lymphocytic leukemia (CLL) is characterized by disordered DNA methylation, suggesting these epigenetic changes might play a critical role in disease onset and progression. The methyltransferase DNMT3A is a key regulator of DNA methylation. Although DNMT3A somatic mutations in CLL are rare, we found that low DNMT3A expression is associated with more aggressive disease. A conditional knockout mouse model showed that homozygous depletion of Dnmt3a from B cells results in the development of CLL with 100% penetrance at a median age of onset of 5.3 months, and heterozygous Dnmt3a depletion yields a disease penetrance of 89% with a median onset at 18.5 months, confirming its role as a haploinsufficient tumor suppressor. B1a cells were confirmed as the cell of origin of disease in this model, and Dnmt3a depletion resulted in focal hypomethylation and activation of Notch and Myc signaling. Amplification of chromosome 15 containing the Myc gene was detected in all CLL mice tested, and infiltration of high-Myc-expressing CLL cells in the spleen was observed. Notably, hyperactivation of Notch and Myc signaling was exclusively observed in the Dnmt3a CLL mice, but not in three other CLL mouse models tested (Sf3b1-Atm, Ikzf3, and MDR), and Dnmt3a-depleted CLL were sensitive to pharmacologic inhibition of Notch signaling in vitro and in vivo. Consistent with these findings, human CLL samples with lower DNMT3A expression were more sensitive to Notch inhibition than those with higher DNMT3A expression. Altogether, these results suggest that Dnmt3a depletion induces CLL that is highly dependent on activation of Notch and Myc signaling. SIGNIFICANCE: Loss of DNMT3A expression is a driving event in CLL and is associated with aggressive disease, activation of Notch and Myc signaling, and enhanced sensitivity to Notch inhibition.

Abstract Previous studies have revealed a critical role of methylation deregulation in the onset and progression of chronic lymphocytic leukemia (CLL). In mammalian cells, DNA methylation is dynamically established by the DNA methyltransferase 3 (DNMT3) family of de novo methyltransferases DNMT3A. Although mutations of DNMT3A are rarely observed in CLL, our RNA-sequencing (RNA-seq) analysis of 107 human CLLs show that low DNMT3A expression is associated with more aggressive disease, and supports a driving role of DNMT3A loss in CLL. To test this hypothesis, we generated a conditional knock-out mouse model with B cell-restricted deletion of Dnmt3a. Homozygous Dnmt3a depletion in B cells resulted in the development of CD5+ B cell leukemia mimicking human CLL with 100% penetrance at a median age of onset of 5.3 months, and heterozygous Dnmt3a depletion yielded a disease penetrance of 89% with a median onset at 18.5 months, confirming its role as a haplo-insufficient tumor suppressor. Given the known role of Dnmt3a as a de novo methyltransferase, we first evaluated the impact of Dnmt3a depletion on global DNA methylation in non-leukemic CD5+ B cells isolated from the peritoneal cavity by cell sorting (i.e. B1a cells) using reduced representation bisulfite sequencing (RRBS). We identified a set of differentially methylated regions (DMRs) (difference>0.2), mostly hypomethylated, in Dnmt3afl/fl versus WT B1a cells (473 hypomethylated, 19 hypermethylated). Genes with dysregulated methylation were highly enriched in pathways involved in immune response (e.g., Interferon-α signaling, JAK/STAT3 signaling) and proliferation (Wnt Signaling and Notch signaling). Given the prominent hypomethylation changes observed in Dnmt3a depleted B1a cells, we investigated whether these would lead to altered gene transcript expression. Using RNA-seq, we detected 460 downregulated and 168 upregulated genes in the Dnmt3afl/fl B1a cells compared to WT B1a cells (FDR2). Consistent with the methylation data, differentially expressed genes were likewise enriched for JAK/STAT3 signaling, Wnt Signaling and Notch signaling, supporting a direct influence of dysregulated methylation on downstream signaling cascades. We investigated the changes in methylomes of the CLL cells arising from the Dnmt3afl/fl animals. Compared to WT B1a cells, Dnmt3afl/fl CLL cells generated 1335 hypomethylated and 2369 hypermethylated DMRs in. Focusing on genes that were hypomethylated in CLL compared to WT B1a cells, we found that these were highly enriched for several oncogenic signaling pathways including Notch signaling and Wnt Signaling, consistent with the pre-leukemia findings. RNA-seq analysis identified more upregulated (n=2801) than downregulated (n=1244) genes in CLL cells compared to WT B1a cells (FDR2), supporting a role of Dnmt3a depletion in transcriptional activation. We observed a general upregulation of Notch signaling genes and the downstream Notch targets, implicating Notch activation in this CLL mouse model. Of note, we showed Dnmt3a-depleted CLL cells to be highly sensitive to Notch inhibitor DAPT both in vitro and in a transplantable mouse model. Consistently, primary human CLL cells with low DNMT3A expression were more sensitive to DAPT than those with higher DNMT3A expression (P=0.005, Spearman correlation), despite similar sensitivity to ibrutinib and venetoclax. Together, our results have confirmed the causal role of Dnmt3a downregulation in CLL generation. We provide evidence in support of the interaction between Dnmt3a-dependent methylation changes and hyperactivation of Notch signaling in transcriptional reprogramming and transformation of B1a cells into CLL. Furthermore, we demonstrate differential sensitivity of DNMT3A high and low expressing primary CLLs to Notch inhibition, indicative of consistent dependencies of human and murine CLLs. Thus, the Dnmt3a models provides a unique opportunity for the study of non-mutational Notch activation, and a useful platform for the study of Notch-signaling targeted therapeutics. Disclosures Kipps: Abbott Laboratories: Consultancy, Research Funding; Celgene Corporation: Consultancy, Honoraria, Research Funding; Pharmacyclics LLC, an Abbvie Company: Consultancy, Honoraria, Other: Travel, Accommodations, Expenses, Research Funding, Speakers Bureau; Genentech, Inc.: Honoraria, Research Funding, Speakers Bureau; Gilead Sciences, Inc.: Honoraria, Research Funding; GlaxoSmithKline: Research Funding; MedImmune Inc: Research Funding; Moores Cancer Center: Current Employment; Oncternal Therapeutics, Inc.: Current holder of stock options in a privately-held company, Other: Stock or other ownership, Patents & Royalties: Cirmtuzumab was developed by Thomas J. Kipps in the Thomas J. Kipps laboratory and licensed by the University of California to Oncternal Therapeutics, Inc., which provided stock options and research funding to the Thomas J. Kipps laboratory., Research Funding; AbbVie: Consultancy, Honoraria, Other, Speakers Bureau; DAVAOncology: Consultancy, Honoraria, Other; DAVA Pharmaceuticals: Speakers Bureau; Bionest Partner: Other; Celgene: Consultancy, Honoraria, Other, Research Funding; Genetech: Honoraria, Other; Genentech-Roche: Consultancy; Gilead Sciences: Consultancy, Honoraria, Other, Speakers Bureau; Janssen: Consultancy, Honoraria, Other, Research Funding, Speakers Bureau; Roche: Honoraria, Other; MD Anderson Cancer Center: Research Funding; Velos: Research Funding; CRIM: Research Funding; Indy Hematology Review: Other; TG Therapeutics: Other; Verstem: Other, Speakers Bureau; University of California, San Diego: Current Employment; Pharmacyclics/AbbVie: Honoraria, Research Funding; Breast Cancer Research Foundation: Research Funding; SCOR - The Leukemia and Lymphoma Society: Research Funding; National Cancer Institute/NIH: Honoraria, Research Funding; Genentech/Roche: Honoraria; European Research Initiative on CLL (ERIC): Honoraria. Neuberg: Madrigal Pharmaceuticals: Other: Stock ownership; Pharmacyclics: Research Funding. Letai: Flash Therapeutics: Other: equity holding member of the scientific advisory board; Dialectic Therapeutics: Other: equity holding member of the scientific advisory board; Zentalis Pharmaceuticals: Other: equity holding member of the scientific advisory board. Wu: BioNTech: Current equity holder in publicly-traded company; Pharmacyclics: Research Funding.

Lineage-tracing methods have enabled characterization of clonal dynamics in complex populations, but generally lack the ability to integrate genomic, epigenomic and transcriptomic measurements with live-cell manipulation of specific clones of interest. We developed a functionalized lineage-tracing system, ClonMapper, which integrates DNA barcoding with single-cell RNA sequencing and clonal isolation to comprehensively characterize thousands of clones within heterogeneous populations. Using ClonMapper, we identified subpopulations of a chronic lymphocytic leukemia cell line with distinct clonal compositions, transcriptional signatures and chemotherapy survivorship trajectories; patterns that were also observed in primary human chronic lymphocytic leukemia. The ability to retrieve specific clones before, during and after treatment enabled direct measurements of clonal diversification and durable subpopulation transcriptional signatures. ClonMapper is a powerful multifunctional approach to dissect the complex clonal dynamics of tumor progression and therapeutic response.