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Fernandez, Jenna

https://orcid.org/0000-0002-0190-8673

Mayo Clinic

Department of Internal Medicine Division of Hematology Rochester Minnesota USA

Citations 40

Single cell multiomic analyses reveal divergent effects of DNMT3A and TET2 mutant clonal hematopoiesis in inflammatory response
Binder, Moritz , Lasho, Terra, Geyer, Susan M. , Finke, Christy M. , Mangaonkar, Abhishek A. , Simon, Vernadette, Rohakthar, Fariborz Rakhshan, Munankarmy, Amik, Schwager, Susan M., Harrington, Jonathan J. , Snyder, Melissa R. , Wieben, Eric D. , Patnaik, Mrinal M. , Binder, Moritz , Ismail, Wazim Mohammed , Fernandez, Jenna , Kim, Minsuk , Mazzone, Amelia , Lee, Jeong‐Heon , Wang, Liguo , Kim, Kwan‐Hyun , Munankarmy, Amik , Byeon, Seul Kee , Robertson, Keith D. , Pandey, Akhilesh , Chia, Nicholas , Gaspar‐Maia, Alexandre

No container title available | June 13, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-4481664/v1 Get It

Abstract Background DNMT3A and TET2 are epigenetic regulator genes commonly mutated in age-related clonal hematopoiesis (CH). Despite having opposing epigenetic functions, these mutations are associated with increased all-cause mortality and a low risk for progression to hematological neoplasms. While individual impacts on the epigenome have been described using different model systems, the phenotypic complexity in humans remains to be elucidated. Results Here we make use of a natural inflammatory response occurring during coronavirus disease 2019 (COVID-19), to understand the association of these mutations with inflammatory morbidity and mortality. We demonstrate the age-independent, negative impact of DNMT3A mutant CH on COVID-19-related cytokine release severity and mortality. Using single cell proteogenomics we show that DNMT3A mutations involve myeloid and lymphoid cells. Using single cell multiomics sequencing, we identify cell-specific gene expression changes associated with DNMT3A mutations, along with significant epigenomic deregulation affecting enhancer accessibility, resulting in overexpression of IL32, a proinflammatory cytokine that can result in inflammasome activation in monocytes and macrophages. Finally, we show with single cell resolution that the loss of function of DNMT3A is directly associated with increased chromatin accessibility in mutant cells. Conclusions We demonstrate the negative prognostic impact of DNMT3Amt CH on COVID-19 related inflammatory morbidity and mortality. DNMT3Amt CH involves myeloid and lymphoid cells and in the context of COVID-19, was associated with inflammatory transcriptional priming, resulting in overexpression of IL32. This overexpression was secondary to increased chromatic accessibility, specific to DNMT3Amt CH cells. DNMT3Amt CH can serve as a potential biomarker for adverse inflammatory outcomes.
Phase II Study Assessing Safety and Preliminary Efficacy of High Dose Intravenous Ascorbic Acid in Patients with TET2 Mutant Clonal Cytopenias
Finke, Christy M. , Amundson, Michelle Renee, LaPlant, Betsy, Mangaokar, Abhishek, Gangat, Naseema , Reichard, Kaaren K. , Elliott, Michelle A. , Patnaik, Mrinal M. , Xie, Zhuoer , McCullough, Kristen , Lasho, Terra L. , Fernandez, Jenna , Witzig, Thomas E.

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 4611-4611

10.1182/blood-2023-186595 Get It

Background: Clonal cytopenia(s) of undetermined significance ( CCUS) is defined as persistent cytopenias arising in the context of myeloid neoplasm ( MN)-associated somatic mutations ( MT) in hematopoietic stem cells. Patients ( PTs) with TET2MT CCUS have a high probability of progression to MN. To date, no FDA-approved therapies exist for CCUS, and PTs often have similar cytopenias/transfusion needs as those with myelodysplastic syndromes ( MDS). TET2 is an ascorbic acid (AA)-dependent dioxygenase that catalyzes the conversion of 5-methylcytosine ( 5mC) to 5-hydroxymethylcytosine ( 5hmC), providing rationale to study high-dose IV (HI)-AA in TET2MT CCUS. Here we report the final results of this pilot trial. Methods: This is an investigator-initiated, single-institutional, phase II trial assessing the safety and efficacy of HI-AA in PTs with TET2MT CCUS (NCT03418038). PTs≥ 18 years with ≥1 TET2MT with or without additional somatic MTs, without prior treatment, and with any of the following laboratory criteria: (1) hemoglobin ( Hb) ≤10g/dL, (2) absolute neutrophil count ( ANC) ≤1(10^9/L), (3) platelet count ( PLT)≤100 (10^9/L) were eligible. HI-AA (1g/kg, maximum 100g) was given 3 times weekly for 12 weeks. The primary endpoint was hematologic response rates determined by MDS IWG 2018 criteria at week 20. (Platzbecker Blood 2018) and reported as hematologic improvement ( HI)- erythropoietic ( HI-E), platelets ( HI-P), neutrophils ( HI-N). Secondary endpoints include safety and adverse events ( AEs), graded by NCI-CTCAE v4.03. Correlative studies include changes in TET2MT variant allele fraction ( VAF), in vitro colony formation and differentiation, global and sequence-specific DNA methylation/hydroxymethylation, and quantitative 5hmC estimated by IHC in bone marrow biopsy specimens. Results: Ten patients were enrolled, with a median age of 71.4 (range: 65, 79) years, 8 (80%) males. The median number of mutations was 3, with 9 (90%) having co-mutations. All PTs but one [-Y] had normal karyotype. Baseline Hb levels were normal in all but one who was red blood transfusion dependent. Five (50%) PTs were thrombocytopenic, and 5 (50%) PTs had ANC<1 (10^9/L). ( Table). HI-AA was well tolerated with the most common AEs being infusion-related polyuria (40%) and polydipsia (40%, 3 Grade 1, 1 Grade 2). One (10%) PT had constipation and headaches (both Grade 1), and 1 (10%) experienced dyspepsia. No treatment-related Grade 3 or 4 AEs' or deaths were reported. The median follow-up duration was 16.8 months (range: 9.4, 24.1). Overall, no PTs met the criteria for HI. There were no significant differences with regards to median Hb, PLT, and ANC values at baseline, week 20, and 1-year (median Hb: 13.3, 12.5, and 12.7 g/dL, p=0.93; PLT: 97 vs. 120 vs. 92.5X10^9/L, p>0.99, and ANC: 0.9 vs. 1.2 vs. 1.3X10^9/L, p=0.99). By CTCAE grading criteria for cytopenias, 3 (30%) PTs had an improvement in severity of cytopenias, while 2 had worsening. One (10%) PT had an improvement in PLT (baseline vs. week 20: 62 vs 192X10^9/L) but was morphologically deemed to meet criteria for CMML-1 at week 20. Four (40%) PTs met criteria for disease progression (PT_4, 7,8,10); CMML-1- 2 and MDS-2. The median time to progression was 5 months (95% CI: 4.9, unreached). Two PTs had mutational clonal evolution, with 1 (PT_8) acquiring a RUNX1 (VAF: 20%) and 1 (PT_9) acquiring 2 CBL mutations (both VAF:4%) at one-year follow-up. There were no significant differences regarding the clinical characteristics or the TET2 variants between PTs who had stable disease vs. progression. There were no significant differences in TET2 VAF at baseline, week 20, and 1-year (median: 39% vs. 43% vs. 42%, p=0.54). We profiled changes in 5-mC and 5-hmC (Ilumina EpicArray) in PTs pre- and post-IV AA treatment and did not observe global changes. However, we were able to highlight site-specific changes in differentially methylated regions, largely resulting in hypomethylation at enhancer sites and affecting actively transcribed states in PTs with an improvement in cytopenia(s) severity by CTACE criteria ( Figure). Conclusion: We report the final safety and efficacy analysis of HI-AA in PTs with TET2 MT CCUS. The trial data suggest that HI-AA is safe and well tolerated. Although there were no significant responses by IWG MDS criteria, alleviation in severity of cytopenias in a subset of PTs (n=3) along with correlative epigenetic changes in enhancer regions, needs further exploration.
Targeting Oncogenic Enhancers in ASXL1-Mutant Chronic Myelomonocytic Leukemia
Finke, Christy M. , Schmitz, Christopher T., Chiao, Judy H. , Mangaonkar, Abhishek A. , Patnaik, Mrinal M. , Lasho, Terra L. , Fernandez, Jenna , Clark, Karl J. , Wahlestedt, Claes , Binder, Moritz

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 1413-1413

10.1182/blood-2023-178083 Get It

Introduction: Chronic myelomonocytic leukemia (CMML) is a myeloid neoplasm with limited therapeutic options and dismal outcomes. Truncating mutations in the epigenetic modifier ASXL1 are common and lead to a proliferative disease phenotype, resistance to epigenetic therapies, and higher rates of AML transformation. ASXL1-mutant CMML is characterized by widespread epigenetic remodeling and up-regulation of key leukemogenic driver genes (e.g. HOXA9 and its co-factor MEIS1). There is a genotype-specific activation of enhancers in ASXL1-mutant CMML that is associated with up-regulation of these leukemogenic driver genes. Here, we test the hypothesis that disrupting the oncogenic interactions at these genotype-specific enhancers can be exploited for therapeutic benefit. Methods: We identified activated enhancers specific to ASXL1-mutant CMML as previously described ( Binder et al. Nat Commun 2022;13(1):1434). To disrupt the E2542605 enhancer, we created unique mapped single guide RNAs (confirmed by BLAT). We generated a ribonucleoprotein complex using the Alt-R CRISPR-Cas9 system (IDT Technologies, Coralville IA). We combined the RNP along with Electroporation Enhancer to 3x10^5 cells of the monocytic cell line U937 in 20uL strip-wells provided by the SF Cell Line 4D-Nucleofector X Kit (Lonza, Basel, Switzerland). To deliver the RNP, U937 cells were electroporated via listed cell line specific protocol by the Amaxa 4D-Nucleofector (Lonza). Forty-eight hours post-electroporation, cells were split and sequenced for E2542605 genomic structure disruption. In parallel, RNA was harvested, converted to cDNA and qPCR for HOXA9 and MEIS1 expression was performed using PrimeTime qPCR FAM labeled probe assays (IDT). Gene expression was determined using delta-delta Ct method. For assessment of selective sensitivity of ASXL1 / enhancer interactions, we performed progenitor colony forming assays using primary bone marrow mononuclear cells from CMML patients with or without ASXL1 mutations and healthy normal controls (n=2 in each category), exposed to increasing concentrations of the dual p300/CBP and BET bromodomain inhibitor EP31670. Briefly, we plated cells in methocellulose fortified with recombinant human cytokines supporting hematopoietic growth in duplicate, in a range of EP31670 concentrations. After 10 days, visible hematopoietic colonies were quantified and characterized. IC 50 values were generated using non-linear regression log(EP31670) vs. normalized response. Results: We computationally identified candidate transcriptional regulators enriched at the activated enhancers specific to ASXL1-mutant CMML, including BRD4 (FDR<2.57x10 -370), CBP (FDR=2.56x10 -217), and p300 (FDR=6.36x10 -93). We selected the ASXL1-mutant-specific enhancer E2542605 (predicted to drive HOXA9 expression), given the up-regulation of HOXA9 in ASXL1-mutant CMML (log 2-fold change +2.05, FDR=0.006, n=14). We disrupted E2542605 using two different CRISPR guides, leading to a PCR trace detection of a 14bp deletion and a 26bp indel in the E2542605 enhancer region, respectively. Both enhancer disruptions led to a down-regulation of its putative target gene HOXA9: Mean relative fold-change 0.36 (p=0.001, n=3) and 0.65 (p=0.046, n=3), respectively ( Fig. 1a). We then used a pharmacologic approach (EP31670) to target the candidate transcriptional regulators involved in the oncogenic interaction at these ASXL1-mutant-specific enhancers. We observed selective sensitivity to growth of CMML colonies (particularly ASXL1-mutant colonies) compared to ASXL1-wild type cases and normal bone marrow controls ( Fig. 1b). Conclusions: In CMML patients, truncating ASXL1 mutations are associated with the activation of genotype-specific enhancers and the recruitment of an extended repertoire of transcriptional regulators including BRD4, CBP, and p300. In a model system, the disruption of an enhancer predicted to govern the expression of the leukemogenic driver HOXA9, led to a significant down-regulation of HOXA9 expression. Pharmacologically disrupting the oncogenic interaction at such enhancers with EP31670 in primary patient samples led to significant therapeutic effects at nanomolar drug concentrations in a genotype-specific manner. Oncogenic interactions at activated enhancers are viable therapeutic targets in ASXL1-mutant CMML and warrant further clinical investigation.
Functional Testing of Variants of Uncertain Significance in TERC, TERT,and RTEL1 from Adult Patients with Telomere Biology Disorders
Simon, Rachel A, Finke, Christy M. , Schmitz, Christopher T., Carmona-Porquera, Eva M., Wylam, Mark E. , McAllister, Tammy M., Vitek, Carolyn R. Rohrer , Mangaonkar, Abhishek A. , Patnaik, Mrinal M. , Lasho, Terra L. , Fernandez, Jenna , Witzig, Thomas E. , Lazaridis, Konstantinos N. , Ferrer, Alejandro

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 1365-1365

10.1182/blood-2023-190153 Get It

INTRODUCTION Telomere biology disorders (TBDs) are multisystem diseases caused by accelerated telomere shortening that can present with bone marrow failure and pulmonary fibrosis, among other abnormalities. TBD diagnosis is considered when average blood telomere length (TL) measured by clinical flowFISH is <1 st percentile and/or a pathogenic variant in telomere maintenance genes (most commonly TERT, TERC, RTEL1) is identified. Pathogenic variants in genes coding for the telomerase protein ( TERT) and RNA component ( TERC) decrease telomerase activity. Similarly, variants in RTEL1 result in defective unwinding of the t-loop at telomere ends, increasing the levels of free t-circles in cells. Variants in these genes are often classified as variants of uncertain significance (VUSs by ACMG criteria) with additional efforts needed for variant curation. To address this, we describe results of functional testing performed in TBD patients with VUSs involving TERT, TERC, and RTEL1. METHODS TBD suspected patients were identified through the Pre-Myeloid Cancer and Bone Marrow Failure Clinic (Mayo Clinic) where they underwent clinical flowFISH and genetic testing for TBD related genes. Informed consent was obtained with approval from the Mayo Clinic Institutional Review Board. Viable peripheral blood and bone marrow samples were collected along with age matched healthy volunteers. Telomerase activity was measured in samples with TERT and TERC variants through telomeric repeat amplification protocol (TRAP) assays using the TRAPeze XL Telomerase Detection Kit (MilliporeSigma) following manufacturer instructions. HCT116 cells were used as positive controls while heat inactivated samples served as negative controls. Fluorescence was measured in a SpectraMax plate reader. Percentage of total product generated (TPG) relative to healthy age matched controls was calculated. T-circle detection assays were used on RTEL1 samples based on the protocol by Zhang et al. (2017). Final southern blotting was completed using the TeloTAGGG Telomere Length Assay Kit (Roche), and t-circle bands were visualized in a c600 GEL Imaging System (Azure Biosystems). RESULTS Ten patients (mean age = 53 years (27-71), 50% female) were included in our study. Patients 1 to 5 presented VUS in TERT (n=4) or TERC (n=1) and TL <1 st percentile in lymphocytes and/or granulocytes. Patient 6 carried a known pathogenic variant in RTEL1 and was included as a positive control. Patients 7 to 9 with RTEL1 variants presented TL close to the 10 th or between the 1 st-10 th percentile. No TL results were available for patient 10 but was tested due to the presence of a VUS in RTEL1 (Table 1). Similarly, while patient 7 carried a likely pathogenic variant, it was tested due to presenting lymphocyte TL between the 1 st-10 th percentile. TRAP results indicated decreased telomerase activity compared to age matched controls in all samples with TERT and TERC variants suggesting a pathogenic effect (52.%, 10.7%, 48.7%, 4.4% and 5.2% of TPG compared to age matched controls, respectively) (Table 1). On the other hand, t-circles were only seen in patient 6 (Figure 2). DISCUSSION We used TRAP and t-circle assays to explore the telomerase activity and presence of t-circles in patient samples with TERT/TERC and RTEL1 variants. In the case of TERT/TERC, we observed a reduction of telomerase activity in all samples. Together with blood TL below the 1 st percentile, this suggests that these variants are indeed deleterious (Table 1). However, since patient 4 presented two TERT VUSs, additional testing is needed to conclude how each variant impacts telomerase activity independently. In regard to RTEL1 variants, we observed t-circles in patient 6 as expected. No t-circles could be seen on all remaining samples, including patient 7 who carried a variant classified as likely pathogenic (Figure 1). This in-frame deletion has been described once in a TBD family (Cogan et al. 2015) but was not functionally tested. This result, together with the borderline TL seen in this patient, may suggest that some compensatory mechanism exists on this sample, or that the deleterious effect of the variant is not strong enough to be detected by our assay. Further studies are currently ongoing by our group to validate these results using a cell-based transfection disease model. In summary, we show that functional testing can be a helpful tool to determine pathogenicity of VUSs in TERT/TERC and RTEL1.
Cellular Interactions within Clonal Dendritic Cell Aggregates Drive Immune Tolerance in Chronic Myelomonocytic Leukemia Bone Marrow Microenvironment
Mangaonkar, Abhishek A. , Boysen, Justin C. , Finke, Christy M. , Dean, Christopher , Reichard, Kaaren K. , Patnaik, Mrinal M. , Lasho, Terra L. , Fernandez, Jenna , Villasboas, José C. , Dean, Christopher, Ferrer, Alejandro , Binder, Moritz , Wang, Liguo , Lee, Jeong‐Heon

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 4077-4077

10.1182/blood-2023-186856 Get It

Introduction: Clonal dendritic cell (DC) aggregates in chronic myelomonocytic leukemia (CMML) are seen in approximately 20-30% patients at diagnosis. Previously, these were thought to be comprised of CD123+ plasmacytoid DCs but our data has suggested that these are heterogenous and comprise of myeloid DCs, monocytes, and myeloid-derived suppressor cells. Furthermore, these aggregates uniformly express immune checkpoints such as indoleamine 2,3-dioxygenase-1 (IDO), associate with an IDO-specific systemic impact (increased trytophan catabolism), and expanded regulatory T cell population in CMML, suggesting a role in inducing immune tolerance. DC aggregates are also associated with increased risk of acute myeloid leukemia (AML) transformation and resistance to hypomethylating agents, highlighting that they are important for disease progression in CMML (Mangaonkar A et al. Blood Adv 2020). We performed this study to decipher the architecture of a CMML DC aggregate to understand the complex inter-cellular interactions, and assess their impact on the adaptive immune system. Methods: In this study, we used archival fresh-frozen paraffin-embedded (FFPE) bone marrow biopsy specimens obtained from CMML patients, and isolated monocytes (CD14+ magnetic bead sorting) and lymphocytes (CD14-ve fraction) from untreated CMML and age-matched normal control (NC) peripheral blood mononuclear cells (PBMCs). DCs were cultured from monocytes using a commercial protocol. Spatial architecture of the CMML BM microenvironment was interrogated through multiplex imaging of FFPE samples by co-detection by indexing (CODEX) using 30 markers (CCR6, CD107a, CD11c, CD20, CD21, CD31, CD3e, CD4, CD44, CD45, CD45RO CD56, CD68, CD8, E-Cadherin, FoxP3, HLA-DR, CD14, CD16, CD11b, CD33, CD15, CD66b, CD123, CD303, CD34, CD163 and IDO). Single-cell transcriptomic signatures were analyzed using the 10X single cell Fixed RNA profiling platform, and validated using bulk RNA seq (Illumina stranded mRNA prep) from isolated and cultured cells. Impact of DCs on lymphocytes was assessed via autologous mixed DC-T culture experiments. Results: BM FFPE samples from 5 CMML cases (3 with DC aggregates) were included for multiplex imaging via CODEX. Results confirm the significant interactions of CD8+ and CD4+ T cells with CD123+/HLA-DR+ DCs within a CMML DC aggregate (Fig. 1A). Upon quantitative assessment of cell-cell interactions, IDO+/CD8+T ( P=0.006), IDO+/MDSC ( P=0.005), and IDO+/macrophage ( P=0.001) interactions were significantly increased in CMML samples with versus without DC aggregates . Specific findings were validated using single-stain immunohistochemistry and multiplex immunoflourescence staining. Next, in order to assess transcriptomic signatures within BM at the single-cell level, we chose two cases; CMML (BM aspirate blast% 1, WBC 49.6 x 10 9/L, ASXL1/GATA2/SETBP1/SRSF2 mutations) and AML transformed from CMML (BM aspirate blast% 81, WBC 152 x 10 9/L, NPM1/DNMT3A/TET2 mutations). Approximately, 10,000 cells were obtained and analyzed with cell type annotation through human PBMC reference (Azimuth). Results show an expanded regulatory T cell population in AML compared to CMML (UMAP plot, Fig. 1B), suggestive of immune tolerance. In order to validate findings and perform functional experiments, we used sorted monocytes and cutured DCs from CMML and NC. DC phenotype was confirmed both through visual inspection and flow cytometry, and clonality was confirmed through Sanger sequencing (for previously identified mutations). Differential gene expression analysis through bulk RNAseq showed significant differences between CMML and NC lymphocytes with immunoinhibitory receptor, LILRB2 (log2fold change=7.05, adjusted P=0.0002) being one of the top five significantly upregulated genes, further confirming immune tolerance. Finally, mixed autologous DC-lymphocyte reaction (1:4 ratio) experiments demonstrated that DCs induce T cell tolerance in CMML (expansion of exhausted PD1/TIM3/LAG3+ CD8 T cells) when compared to NC. Conclusion: Clonal dendritic cell aggregates within the CMML bone marrow microenviroment interact with T cells and induce immune tolerance. This represents a novel mechanism of disease progression in CMML with potential therapeutic targets (IDO, LILRB2, and/or CD123).
P709: H2AK119UB IN THE TRANSCRIPTIONAL REGULATION OF PATIENTS WITH ASXL1-MUTANT CHRONIC MYELOMONOCYTIC LEUKEMIA
Lasho, Terra, Finke, Christy M. , Mangaonkar, Abhishek A. , Patnaik, Mrinal M. , Binder, Moritz , Wang, Liguo , Safgren, Stephanie L. , Lee, Jeong‐Heon , Fernandez, Jenna , Gaspar‐Maia, Alexandre

HemaSphere | August 22, 2023 | Volume: 7 | Issue: S3 | Pages: e5593144

10.1097/01.hs9.0000969740.55931.44 Get It

Characterization and Optimization of Multiomic Single-Cell Epigenomic Profiling
Sandoval, Letícia , Ismail, Wazim Mohammed , Mazzone, Amelia , Dumbravă, Mihai , Fernandez, Jenna , Munankarmy, Amik , Lasho, Terra L. , Binder, Moritz , Simon, Vernadette, Kim, Kwan‐Hyun , Lee, Jeong‐Heon , Weroha, S. John , Patnaik, Mrinal M. , Gaspar‐Maia, Alexandre , Mohammed Ismail, Wazim , Lasho, Terra L , Chia, Nicholas , Lee, Jeong-Heon , Gaspar-Maia, Alexandre , Binder, Moritz , Dumbrava, Mihai , Fernandez, Jenna , Mazzone, Amelia , Kim, Kwan Hyun , Munankarmy, Amik

Genes | June 12, 2023 | Volume: 14 | Issue: 6 | Pages: 1245

10.3390/genes14061245 Get It

The snATAC + snRNA platform allows epigenomic profiling of open chromatin and gene expression with single-cell resolution. The most critical assay step is to isolate high-quality nuclei to proceed with droplet-base single nuclei isolation and barcoding. With the increasing popularity of multiomic profiling in various fields, there is a need for optimized and reliable nuclei isolation methods, mainly for human tissue samples. Herein we compared different nuclei isolation methods for cell suspensions, such as peripheral blood mononuclear cells (PBMC, n = 18) and a solid tumor type, ovarian cancer (OC, n = 18), derived from debulking surgery. Nuclei morphology and sequencing output parameters were used to evaluate the quality of preparation. Our results show that NP-40 detergent-based nuclei isolation yields better sequencing results than collagenase tissue dissociation for OC, significantly impacting cell type identification and analysis. Given the utility of applying such techniques to frozen samples, we also tested frozen preparation and digestion (n = 6). A paired comparison between frozen and fresh samples validated the quality of both specimens. Finally, we demonstrate the reproducibility of scRNA and snATAC + snRNA platform, by comparing the gene expression profiling of PBMC. Our results highlight how the choice of nuclei isolation methods is critical for obtaining quality data in multiomic assays. It also shows that the measurement of expression between scRNA and snRNA is comparable and effective for cell type identification.
Spectrum of clonal hematopoiesis in VEXAS syndrome
Gutierrez‐Rodrigues, Fernanda , Kusne, Yael , Ma, Xiaoyang , Alessi, Hugh, Finke, Christy M. , Mangaonkar, Abhishek A. , Begna, Kebede H. , Viswanatha, David S., Ferrada, Marcela A. , Wilson, Lorena, Kourelis, Taxiarchis , Reichard, Kaaren K. , Olteanu, Horatiu , Darden, Ivana, Hironaka, Dalton, Alemu, Lemlem, Kajigaya, Sachiko , Calado, Rodrigo T. , Rosenzweig, Sofia , Kastner, Daniel L. , Grayson, Peter C. , Young, Neal S. , Beck, David B. , Patnaik, Mrinal M. , Begna, Kebede , Xie, Zhuoer , Viswanatha, David, Kourelis, Taxiarchis , Olteanu, Horatiu , Kajigaya, Sachiko , Rosenzweig, Sofia , Calado, Rodrigo T , Groarke, Emma M , Patnaik, Mrinal , Ferrada, Marcela A , Fernandez, Jenna , Lasho, Terra L. , Shalhoub, Ruba N. , Koster, Matthew J. , Warrington, Kenneth J. , Xie, Zhuoer , Ombrello, Amanda K. , Go, Ronald S. , Calvo, Katherine R. , Wu, Colin O. , Patel, Bhavisha A.

Blood Journal | April 21, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1182/blood.2022018774 Get It

VEXAS is caused by somatic mutations in UBA1 (UBA1mut) and characterized by heterogenous systemic auto-inflammation and progressive hematologic manifestations, meeting criteria for myelodysplastic syndrome (MDS) and plasma cell dyscrasias. The landscape of myeloid-related gene mutations leading to typical clonal hematopoiesis (CH) in these patients is unknown. Retrospectively, we screened 80 VEXAS patients for CH in their peripheral blood (PB) and correlated findings with clinical outcomes in 77. UBA1mutwere most common at hotspot p.M41 (median variant allele frequency/VAF = 75%). Typical CH mutations co-occurred with UBA1mut in 60% of patients, mostly in DNMT3A and TET2, and were not associated with inflammatory or hematologic manifestations. In prospective single-cell proteogenomic sequencing (scDNA), UBA1mutwas the dominant clone, present mostly in branched clonal trajectories. Based on integrated bulk and scDNA analyses, clonality in VEXAS followed two major patterns: with either typical CH preceding UBA1mutselection in a clone (Pattern 1), or occurring as an UBA1mutsubclone or in independent clones (Pattern 2). VAF in PB differed markedly between DNMT3A and TET2 clones (median VAF of 25% vs 1%). DNMT3A and TET2 clones associated with hierarchies representing patterns 1 and 2, respectively. Overall survival for all patients was 60% at 10 years. Transfusion-dependent anemia, moderate thrombocytopenia, and typical CH mutations, each correlated with poor outcome. In VEXAS, UBA1mut cells are the primary cause of systemic inflammation and marrow failure, being a new molecularly defined somatic entity associated with MDS. VEXAS-associated MDS is distinct from classical MDS in its presentation and clinical course.
Abstract 806: Enhancer deregulation inTET2-mutant clonal hematopoiesis is associated with increased COVID-19 severity and mortality
Ben-Crentsil, Nana Adjoa , Geyer, Susan M. , Finke, Christy M. , Mangaonkar, Abhishek A. , Simon, Vernadette, Rohakthar, Fariborz Rakhshan, Munankarmy, Amik, Schwager, Susan M., Harrington, Jonathan J. , Snyder, Melissa R. , Wieben, Eric D. , Padron, Eric , Patnaik, Mrinal M. , Binder, Moritz , Lasho, Terra L. , Ismail, Wazim Mohammed , Fernandez, Jenna , Kim, Minsuk , Mazzone, Amelia , Lee, Jeong‐Heon , Kim, Kwan‐Hyun , Munankarmy, Amik , Droin, Nathalie , Solary, Éric , Robertson, Keith D. , Chia, Nicholas , Gaspar‐Maia, Alexandre

Cancer Research | April 4, 2023 | Volume: 83 | Issue: 7_Supplement | Pages: 806-806

10.1158/1538-7445.am2023-806 Get It

Abstract Background: COVID-19 causes significant morbidity and mortality, albeit with considerable heterogeneity among affected individuals. It remains unclear which host factors determine disease severity and survival. Given the propensity of clonal hematopoiesis (CH) to promote inflammation in healthy individuals, we investigated its effect on COVID-19 outcomes. Methods: We performed a multi-omics interrogation of the genome, epigenome, transcriptome, and proteome of peripheral blood mononuclear cells from COVID-19 patients (n=227). We obtained clinical data, laboratory studies, and survival outcomes. We determined CH status and TET2-related DNA methylation. We performed single-cell proteogenomics to understand clonal composition in relation to cell phenotype. We interrogated single-cell gene expression in isolation and in conjunction with DNA accessibility. We integrated these multi-omics data to understand the effect of CH on clonal composition, gene expression, methylation of cis-regulatory elements, and lineage commitment in COVID-19 patients. We performed shRNA knockdowns to validate the effect of one candidate transcription factor in myeloid cell lines. Results: The presence of CH was strongly associated with COVID-19 severity and all-cause mortality, independent of age (HR 3.48, 95% CI 1.45-8.36, p=0.005). Differential methylation of promoters and enhancers was prevalent in TET2-mutant, but not DNMT3A-mutant CH. TET2-mutant CH was associated with enhanced classical/intermediate monocytosis and single-cell proteogenomics confirmed an enrichment of TET2 mutations in these cell types. We identified cell-type specific gene expression changes associated with TET2 mutations in 102,072 single cells (n=34). Single-cell RNA-seq confirmed the skewing of hematopoiesis towards classical and intermediate monocytes and demonstrated the downregulation of EGR1 (a transcription factor important for monocyte differentiation) along with up-regulation of the lncRNA MALAT1 in monocytes. Combined scRNA-/scATAC-seq in 43,160 single cells (n=18) confirmed the skewing of hematopoiesis and up-regulation of MALAT1 in monocytes along with decreased accessibility of EGR1 motifs in known cis-regulatory elements. Using myeloid cell lines for functional validation, shRNA knockdowns of EGR1 confirmed the up-regulation of MALAT1 (in comparison to wildtype controls). Conclusions: CH is an independent prognostic factor in COVID-19 and skews hematopoiesis towards monocytosis. TET2-mutant CH is characterized by differential methylation and accessibility of enhancers binding myeloid transcriptions factors including EGR1. The ensuing loss of EGR1 expression in monocytes causes MALAT1 overexpression, a factor known to promote monocyte differentiation and inflammation. These data provide a mechanistic insight to the adverse prognostic impact of CH in COVID-19. Citation Format: Moritz Binder, Terra L. Lasho, Wazim Mohammed Ismail, Nana A. Ben-Crentsil, Jenna A. Fernandez, Minsuk Kim, Susan M. Geyer, Amelia Mazzone, Christy M. Finke, Abhishek A. Mangaonkar, Jeong-Heon Lee, Kwan Hyun Kim, Vernadette A. Simon, Fariborz Rakhshan Rohakthar, Amik Munankarmy, Susan M. Schwager, Jonathan J. Harrington, Melissa R. Snyder, Nathalie M. Droin, Eric Solary, Keith D. Robertson, Eric D. Wieben, Eric Padron, Nicholas Chia, Alexandre Gaspar-Maia, Mrinal M. Patnaik. Enhancer deregulation inTET2-mutant clonal hematopoiesis is associated with increased COVID-19 severity and mortality [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 806.