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Charalampous C, Goel U, Kapoor P, Binder M, Buadi F, Dingli D, Dispenzieri A, Fonder A, Gertz M, Gonsalves W, Hayman S, Hobbs M, Hwa YL, Kourelis T, Lacy M, Leung N, Lin Y, Warsame R, Kyle RA, Rajkumar V, Kumar SK. Association of Thrombocytopenia With Disease Burden, High-Risk Cytogenetics, and Survival in Newly Diagnosed Multiple Myeloma Patients Treated With Novel Therapies. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024; 24:e329-e335. [PMID: 38955580 DOI: 10.1016/j.clml.2024.05.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 05/29/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND The effect of thrombocytopenia has not been studied in the era of novel treatments in multiple myeloma (MM). OBJECTIVE To evaluate the clinical characteristics and outcomes in MM patients presenting with thrombocytopenia. MATERIALS Newly diagnosed MM patients between 2008 and 2018 who received at least 2 novel agents at induction. Thrombocytopenia was defined as a platelet count of less than < 150,000/mm3. RESULTS A total of 648 patients were identified. Thrombocytopenia was found in 120 patients (18.5%). Baseline disease characteristics associated with higher rates of thrombocytopenia at baseline included IgA myeloma, P < .01, ISS 3 versus 1 or 2, P < .01, R-ISS 3 versus 1 or 2, P < .01, renal failure (CrCl < 30 mL/min), P < .01, hypercalcemia (Ca > 11.5 mg/dL), P < .01, elevated LDH, P < .03, anemia (Hb < 10 g/dL), P < .01, higher serum monoclonal protein, P < .02, and > 60% plasma cells in the bone marrow, P < .01. Thrombocytopenia was more prevalent across patients with t(4;14) and t(14;16), but was not associated with an overall high-risk fluorescence in situ hybridization (FISH) classification. Median OS was significantly lower among patients with thrombocytopenia (64.4 vs. 145.0 months, P < .01). In multivariable Cox regression, thrombocytopenia was associated with mortality (HR = 2.45, 95% CI, 1.7-3.6) independently of age, sex, high-risk FISH, ISS stage, response at induction, percentage of plasma cells in the BM, and anemia. CONCLUSION We found that thrombocytopenia was seen among one-fifth of MM patients and was more common in patients with (t[4; 14] and t[14; 16]). Thrombocytopenia had an independent association with worse survival.
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Jevremovic D, Shi M, Horna P, Otteson GE, Timm MM, Bennett SA, Baughn LB, Greipp PT, Gonsalves WI, Kapoor P, Gertz MA, Binder M, Buadi FK, Dispenzieri A, Kourelis T, Muchtar E, Zhou J, Rajkumar SV, Kumar SK, Olteanu H. FDA IDE validation of multiple myeloma MRD test by flow cytometry. Am J Hematol 2024. [PMID: 39291868 DOI: 10.1002/ajh.27484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 09/05/2024] [Accepted: 09/10/2024] [Indexed: 09/19/2024]
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Ben-Crentsil NA, Mohammed Ismail W, Balasis ME, Newman H, Quintana A, Binder M, Kruer T, Neupane S, Ferrall-Fairbanks MC, Fernandez J, Lasho TL, Finke CM, Ibrahim ML, McGraw KL, Wysota M, Aldrich AL, Ryder CB, Letson CT, Traina J, McLemore AF, Droin N, Shastri A, Yun S, Solary E, Sallman DA, Beg AA, Ma L, Gaspar-Maia A, Patnaik MM, Padron E. RNA shielding of P65 is required to potentiate oncogenic inflammation in TET2 mutated clonal hematopoiesis. Cancer Discov 2024:747401. [PMID: 39189614 DOI: 10.1158/2159-8290.cd-24-0093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/02/2024] [Accepted: 08/23/2024] [Indexed: 08/28/2024]
Abstract
TET2 mutations (mTET2) are common genetic events in myeloid malignancies and clonal hematopoiesis (CH). These mutations arise in the founding clone and are implicated in many clinical sequelae associated with oncogenic feedforward inflammatory circuits. However, the direct downstream effector of mTET2 responsible for the potentiation of this inflammatory circuit is unknown. To address this, we performed scRNA and scATAC-seq in COVID-19 patients with and without TET2-mutated CH reasoning that the inflammation from COVID-19 may highlight critical downstream transcriptional targets of mTET2. Using this approach, we identified MALAT1, a therapeutically tractable lncRNA, as a central downstream effector of mTET2 that is both necessary and sufficient to induce the oncogenic pro-inflammatory features of mTET2 in vivo. We also elucidate the mechanism by which mTET2 upregulate MALAT1 and describe an interaction between MALAT1 and P65 which leads to RNA "shielding" from PP2A dephosphorylation thus preventing resolution of inflammatory signaling.
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Abdallah N, Murray D, Dispenzieri A, Kapoor P, Gertz MA, Lacy MQ, Hayman SR, Buadi FK, Gonsalves W, Muchtar E, Leung N, Dingli D, Kourelis T, Warsame R, Binder M, Kyle RA, Rajkumar SV, Kumar S. Correction: Tracking daratumumab clearance using mass spectrometry: implications on M protein monitoring and reusing daratumumab. Leukemia 2024; 38:1864. [PMID: 38886491 PMCID: PMC11286504 DOI: 10.1038/s41375-024-02308-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
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Claveau JS, Murray DL, Dispenzieri A, Kapoor P, Binder M, Buadi F, Dingli D, Fonder A, Gertz M, Gonsalves W, Hayman S, Hobbs M, Hwa YL, Kourelis T, Lacy M, Leung N, Lin Y, Warsame R, Kyle RA, Rajkumar V, Kumar SK. Correction: Value of bone marrow examination in determining response to therapy in patients with multiple myeloma in the context of mass spectrometry-based M-protein assessment. Leukemia 2024; 38:1863. [PMID: 38886490 DOI: 10.1038/s41375-024-02307-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
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Jevremovic D, Shi M, Horna P, Otteson GE, Timm MM, Baughn LB, Greipp PT, Gonsalves WI, Kapoor P, Gertz MA, Binder M, Buadi FK, Zhou J, Dispenzieri A, Kourelis T, Muchtar E, Rajkumar SV, Kumar SK, Olteanu H. Real-life sensitivity of flow cytometry minimal residual disease assessment for plasma cell neoplasms. Blood Cancer J 2024; 14:126. [PMID: 39085227 PMCID: PMC11291477 DOI: 10.1038/s41408-024-01113-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 07/22/2024] [Accepted: 07/25/2024] [Indexed: 08/02/2024] Open
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Zanwar S, Gertz MA, Muchtar E, Buadi FK, Kourelis T, Gonsalves W, Go RS, Hayman S, Kapoor P, Binder M, Cook J, Dingli D, Leung N, Lin Y, Warsame R, Fonder A, Hobbs M, Hwa YL, Kyle RA, Rajkumar SV, Kumar S, Dispenzieri A. Treatment patterns for AL amyloidosis after frontline daratumumab, bortezomib, cyclophosphamide, and dexamethasone treatment failures. Leukemia 2024; 38:1423-1426. [PMID: 38594348 PMCID: PMC11147750 DOI: 10.1038/s41375-024-02243-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 03/28/2024] [Accepted: 04/02/2024] [Indexed: 04/11/2024]
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Binder M, Szalat RE, Talluri S, Fulciniti M, Avet-Loiseau H, Parmigiani G, Samur MK, Munshi NC. Bone marrow stromal cells induce chromatin remodeling in multiple myeloma cells leading to transcriptional changes. Nat Commun 2024; 15:4139. [PMID: 38755155 PMCID: PMC11098817 DOI: 10.1038/s41467-024-47793-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 04/12/2024] [Indexed: 05/18/2024] Open
Abstract
The natural history of multiple myeloma is characterized by its localization to the bone marrow and its interaction with bone marrow stromal cells. The bone marrow stromal cells provide growth and survival signals, thereby promoting the development of drug resistance. Here, we show that the interaction between bone marrow stromal cells and myeloma cells (using human cell lines) induces chromatin remodeling of cis-regulatory elements and is associated with changes in the expression of genes involved in the cell migration and cytokine signaling. The expression of genes involved in these stromal interactions are observed in extramedullary disease in patients with myeloma and provides the rationale for survival of myeloma cells outside of the bone marrow microenvironment. Expression of these stromal interaction genes is also observed in a subset of patients with newly diagnosed myeloma and are akin to the transcriptional program of extramedullary disease. The presence of such adverse stromal interactions in newly diagnosed myeloma is associated with accelerated disease dissemination, predicts the early development of therapeutic resistance, and is of independent prognostic significance. These stromal cell induced transcriptomic and epigenomic changes both predict long-term outcomes and identify therapeutic targets in the tumor microenvironment for the development of novel therapeutic approaches.
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Goel U, Charalampous C, Kapoor P, Binder M, Buadi FK, Dingli D, Dispenzieri A, Fonder A, Gertz MA, Gonsalves WI, Hayman SR, Hobbs MA, Hwa YL, Kourelis T, Lacy MQ, Leung N, Lin Y, Warsame RM, Kyle RA, Rajkumar SV, Kumar SK. Outcomes of patients with multiple myeloma refractory to standard dose vs low dose lenalidomide. Blood Cancer J 2024; 14:55. [PMID: 38531841 PMCID: PMC10966094 DOI: 10.1038/s41408-024-01039-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 12/20/2023] [Accepted: 03/12/2024] [Indexed: 03/28/2024] Open
Abstract
Refractoriness to lenalidomide is an important factor determining the choice of therapy at first relapse in multiple myeloma (MM). It remains debatable if resistance to lenalidomide varies among MM refractory to standard doses vs low dose maintenance doses. In this study, we assessed the outcomes with subsequent therapies in patients with MM refractory to standard dose vs low dose lenalidomide. We retrospectively reviewed all patients with MM at our institution who received first line therapy with lenalidomide containing regimens, and assessed progression free survival (PFS) and overall survival for these patients for second line therapy, and with lenalidomide retreatment. For second line therapy, we found no difference in the PFS between standard dose refractory and low dose refractory groups (median PFS 14 months vs 14 months, p = 0.95), while the PFS for both these groups was inferior to the not refractory group (median PFS 30 months, p < 0.001 for both pairs). Similar trends were seen among these groups on lenalidomide retreatment, and on multivariable analysis. These data suggest that refractoriness to lenalidomide is not dose dependent, and definition of lenalidomide refractoriness should not depend on the dose of lenalidomide to which the disease was considered refractory.
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Abdallah NH, Lakshman A, Kumar SK, Cook J, Binder M, Kapoor P, Dispenzieri A, Gertz MA, Lacy MQ, Hayman SR, Buadi FK, Dingli D, Lin Y, Kourelis T, Warsame R, Bergsagel L, Rajkumar SV. Mode of progression in smoldering multiple myeloma: a study of 406 patients. Blood Cancer J 2024; 14:9. [PMID: 38228628 PMCID: PMC10791688 DOI: 10.1038/s41408-024-00980-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 12/28/2023] [Accepted: 01/05/2024] [Indexed: 01/18/2024] Open
Abstract
The approach to patients with high-risk smoldering multiple myeloma (SMM) varies among clinicians; while some advocate early intervention, others reserve treatment at progression to multiple myeloma (MM). We aimed to describe the myeloma-defining events (MDEs) and clinical presentations leading to MM diagnosis among SMM patients seen at our institution. We included 406 patients diagnosed with SMM between 2013-2022, seen at Mayo Clinic, Rochester, MN. The 2018 Mayo 20/2/20 criteria were used for risk stratification. Median follow-up was 3.9 years. Among high-risk patients who did not receive treatment in the SMM phase (n = 71), 51 progressed by last follow-up; the MDEs included: bone lesions (37%), anemia (35%), hypercalcemia (8%), and renal failure (6%); 24% met MM criteria based on marrow plasmacytosis (≥60%) and/or free light chain ratio (>100); 45% had clinically significant MDEs (hypercalcemia, renal insufficiency, and/or bone lesions). MM diagnosis was made based on surveillance labs/imaging(45%), testing obtained due to provider suspicion for progression (14%), bone pain (20%), and hospitalization/ED presentations due to MM complications/symptoms (4%). The presentation was undocumented in 14%. A high proportion (45%) of patients with high-risk SMM on active surveillance develop end-organ damage at progression. About a quarter of patients who progress to MM are not diagnosed based on routine interval surveillance testing.
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Abdallah NH, Nagayama H, Takahashi N, Gonsalves W, Fonder A, Dispenzieri A, Dingli D, Buadi FK, Lacy MQ, Hobbs M, Gertz MA, Binder M, Kapoor P, Warsame R, Hayman SR, Kourelis T, Hwa YL, Lin Y, Kyle RA, Rajkumar SV, Broski SM, Kumar SK. Muscle and fat composition in patients with newly diagnosed multiple myeloma. Blood Cancer J 2023; 13:185. [PMID: 38086801 PMCID: PMC10716405 DOI: 10.1038/s41408-023-00934-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 08/13/2023] [Accepted: 10/24/2023] [Indexed: 12/18/2023] Open
Abstract
Measures of muscle and adipose tissue mass have been associated with outcomes in several malignancies, but studies in multiple myeloma (MM) are inconsistent. The aim of this study was to evaluate the association between muscle and fat areas and radiodensity, and overall survival (OS) in patients with newly diagnosed MM. We included 341 patients diagnosed with MM from 2010-2019 who had an 18F-fluorodeoxyglucose positron emission tomography/computed tomography at diagnosis. A cross-sectional image at the third lumbar vertebrae was segmented into muscle and fat components. Median follow up was 5.7 years. There was no association between sarcopenia and baseline disease characteristics or OS. Low muscle radiodensity was associated with higher disease stage, anemia, and renal failure. OS was 5.6 vs. 9.0 years in patients with muscle radiodensity in the lower vs. middle/upper tertiles, respectively (P = 0.02). High subcutaneous adipose tissue (SAT) radiodensity was associated with higher stage, anemia, thrombocytopenia, hypercalcemia, renal failure, and high LDH. OS was 5.4 years vs. not reached in patients with SAT radiodensity in the upper vs. middle/lower tertiles, respectively (P = 0.001). In conclusion, sarcopenia was not associated with OS in MM patients. High SAT radiodensity and low muscle radiodensity were associated with advanced disease stage and adverse laboratory characteristics.
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Charalampous C, Goel U, Kapoor P, Binder M, Buadi FK, Cook J, Dingli D, Dispenzieri A, Fonder AL, Gertz MA, Gonsalves W, Hayman SR, Hobbs MA, Hwa YL, Kourelis T, Lacy MQ, Leung N, Lin Y, Warsame R, Kyle RA, Rajkumar SV, Kumar SK. Comparison of daratumumab-based regimens as second-line therapy in relapsed/refractory multiple myeloma. Blood Cancer J 2023; 13:183. [PMID: 38072941 PMCID: PMC10711005 DOI: 10.1038/s41408-023-00957-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/21/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
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Yadav U, Kumar SK, Baughn LB, Dispenzieri A, Greipp P, Ketterling R, Jevremovic D, Buadi FK, Dingli D, Lacy MQ, Fonseca R, Bergsagel PL, Ailawadhi S, Roy V, Parrondo R, Sher T, Hayman SR, Kapoor P, Leung N, Cook J, Binder M, Muchtar E, Warsame R, Kourelis TV, Go RS, Lin Y, Seth A, Lester SC, Breen WG, Kyle RA, Gertz MA, Rajkumar SV, Gonsalves WI. Impact of cytogenetic abnormalities on the risk of disease progression in solitary bone plasmacytomas. Blood 2023; 142:1871-1878. [PMID: 37494698 PMCID: PMC10731916 DOI: 10.1182/blood.2023021187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 07/07/2023] [Accepted: 07/26/2023] [Indexed: 07/28/2023] Open
Abstract
Most patients with solitary bone plasmacytomas (SBP) progress to multiple myeloma (MM) after definitive radiation therapy as their primary treatment. Whether the presence of high-risk (HR) cytogenetic abnormalities by fluorescence in situ hybridization (FISH) in the clonal plasma cells, obtained either directly from the diagnostic SBP tissue or the corresponding bone marrow examination at the time of diagnosis, is associated with a shorter time to progression (TTP) to MM is unknown. This study evaluated all patients diagnosed with SBP at the Mayo Clinic from January 2012 to July 2022. The presence of del(17p), t(14;16), t(4;14), or +1q (gain or amplification) by FISH in clonal plasma cells was defined as HR. A total of 114 patients were included in this cohort, and baseline FISH was available for 55 patients (48%), of which 22 were classified as HR (40%). The median TTP to MM for patients with SBP and HR FISH was 8 months (95% confidence interval [CI], 6.3-26) compared with 42 months (95% CI, 25-not reached [NR]) in patients with SBP without HR FISH (P < .001). In a multivariate analysis, only HR FISH was a significant predictor for shorter TTP to MM, independent of minimal marrow involvement and an abnormal serum free light chain ratio at diagnosis. Deletion (17p) and gain 1q abnormalities were the most common FISH abnormalities responsible for the short TTP to MM. Thus, assessing for HR FISH abnormalities in clonal plasma cells derived from either the diagnostic SBP tissue or the staging bone marrow examination of patients with newly diagnosed SBP is feasible and prognostic for a shorter TTP to MM.
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Rajkumar S, Abdallah N, Lakshman A, Kumar S, Cook J, Binder M, Kapoor P, Dispenzieri A, Gertz M, Lacy M, Hayman S, Buadi F, Dingli D, Lin Y, Kourelis T, Warsame R, Bergsagel PL. Mode of Progression in Smoldering Multiple Myeloma: A study of 406 patients. RESEARCH SQUARE 2023:rs.3.rs-3378634. [PMID: 37961238 PMCID: PMC10635305 DOI: 10.21203/rs.3.rs-3378634/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
The approach to patients with high-risk smoldering multiple myeloma (SMM) varies among clinicians; while some advocate early intervention, others reserve treatment at progression to multiple myeloma (MM). We aimed to describe the myeloma-defining events (MDEs) and clinical presentations leading to MM diagnosis among SMM patients seen at our institution. We included 406 patients diagnosed with SMM between 2013-2022, seen at Mayo Clinic, Rochester, MN. The 2018 Mayo 20/2/20 criteria were used for risk stratification. Median follow-up was 3.9 years. Among high-risk patients who did not receive treatment in the SMM phase (n=71), 51 progressed by last follow-up; the MDEs included: bone lesions(37%), anemia(35%), hypercalcemia(8%), and renal failure(6%); 24% met MM criteria based on marrow plasmacytosis (≥60%) and/or free light chain ratio (>100); 45% had clinically significant MDEs (hypercalcemia, renal insufficiency, and/or bone lesions). MM diagnosis was made based on surveillance labs/imaging(45%), testing obtained due to provider suspicion for progression(14%), bone pain(20%), and hospitalization/ED presentations due to MM complications/symptoms(4%). The presentation was undocumented in 14%. A high proportion (45%) of patients with high-risk SMM on active surveillance develop end-organ damage at progression. About a quarter of patients who progress to MM are not diagnosed based on routine interval surveillance testing.
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Zanwar S, Ho M, Lin Y, Kapoor P, Binder M, Buadi FK, Dispenzieri A, Dingli D, Fonder A, Gertz MA, Gonsalves W, Hayman SR, Hwa Y, Hobbs M, Kourelis T, Lacy MQ, Leung N, Muchtar E, Warsame R, Jevremovic D, Kyle RA, Rajkumar SV, Kumar S. Natural history, predictors of development of extramedullary disease, and treatment outcomes for patients with extramedullary multiple myeloma. Am J Hematol 2023; 98:1540-1549. [PMID: 37421603 DOI: 10.1002/ajh.27023] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/10/2023]
Abstract
Extramedullary multiple myeloma (EMM) can present either at initial diagnosis (de novo) or at disease relapse (secondary) and confers an aggressive clinical course. Limited data exist for choosing the optimal therapy for EMM and this remains an area of unmet clinical need. After excluding paraskeletal multiple myeloma and primary plasma cell leukemia, we identified 204 (68%) patients with secondary EMM and 95 (32%) with de novo EMM between January 01, 2000 and 31 December, 2021. The median overall survival (OS) was 0.7 (95% CI: 0.6-0.9) years for secondary EMM and 3.6 (95%CI: 2.4-5.6) years for de novo EMM. The median progression-free survival (PFS) with initial therapy was 2.9 months (95% CI: 2.4-3.2 months) for secondary EMM and 12.9 months (95% CI: 6.7-18 months) for de novo EMM. Patients with secondary EMM treated with CAR-T therapy (n = 20) achieved a partial response (PR) or better in 75% with a median PFS of 4.9 months (3.1 months-not reached; NR). Patients with EMM treated with bispecific antibodies (n = 12) achieved a ≥ PR in 33%, with a median PFS of 2.9 months (95%CI: 2.2 months-NR). In a matched cohort, multivariate logistic regression analysis demonstrated younger age at diagnosis, 1q duplication, and t(4;14) at diagnosis of MM to be independent predictors of development of secondary EMM. Presence of EMM was independently associated with inferior OS in the matched cohorts for both de novo (HR 2.9 [95% CI: 1.6-5.4], p = .0007) and secondary EMM (HR 1.5 [95% CI: 1.1-2], p = .001).
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Abdallah N, Dispenzieri A, Muchtar E, Buadi FK, Kapoor P, Lacy MQ, Hwa YL, Fonder A, Hobbs MA, Hayman SR, Leung N, Dingli D, Go RS, Lin Y, Gonsalves WI, Binder M, Kourelis T, Warsame R, Kyle RA, Rajkumar SV, Gertz MA, Kumar SK. The impact of Post-Transplant doxycycline in AL amyloidosis - updated results after Long-Term follow up. Amyloid 2023; 30:261-267. [PMID: 36533960 DOI: 10.1080/13506129.2022.2155809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 11/14/2022] [Accepted: 11/30/2022] [Indexed: 12/23/2022]
Abstract
INTRODUCTION The current treatment paradigm of AL amyloidosis lacks effective fibril-directed therapies. Doxycycline has been shown to have anti-fibril properties in preclinical models. In 2012, we reported that posttransplant prophylaxis with doxycycline was associated with improved survival compared to penicillin in patients with haematologic response. We provide here updated results after long-term follow up. METHODS We included 553 patients who underwent transplant between July 24th, 1996, and June 24th, 2014. Doxycycline 100 mg daily was used for prophylaxis in patients with penicillin allergy; since 2013, doxycycline was used as the standard for prophylaxis. Prophylaxis was typically continued for a year after transplant. RESULTS The median follow-up from transplant was 12.7 years. Doxycycline was used for prophylaxis in 33% of patients; the rest received penicillin. The median time to next treatment was 6.0 (95%CI; 4.4-8.8) years and 6.0 (95%CI; 4.9-7.1) years in the doxycycline and penicillin groups, respectively (p = .89). The median overall survival was 12.0 (95%CI: 11.0-19.6) years and 11.0 (95%CI: 9.6-12.7) years in the 2 groups, respectively (p = .17). There was a minimal trend towards improved survival with doxycycline among patients with ≥ very good partial response and among patients with organ response that was not statistically significant. CONCLUSION After long-term follow-up, there is no clear evidence to support benefit of doxycycline in the post-transplant setting.
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Charalampous C, Goel U, Kapoor P, Binder M, Buadi FK, Cook J, Dingli D, Dispenzieri A, Fonder AL, Gertz MA, Gonsalves W, Hayman SR, Hobbs MA, Hwa YL, Kourelis T, Lacy MQ, Leung N, Lin Y, Warsame R, Kyle RA, Rajkumar SV, Kumar SK. Outcomes of patients with primary refractory multiple myeloma in the era of triplet and quadruplet induction therapy. Blood Adv 2023; 7:4371-4380. [PMID: 37603349 PMCID: PMC10432608 DOI: 10.1182/bloodadvances.2023009681] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 05/01/2023] [Accepted: 05/02/2023] [Indexed: 06/07/2023] Open
Abstract
Patients with multiple myeloma (MM) who do not respond to initial therapy have worse outcomes than primary responders, and effective treatments are lacking in this population. However, the outcomes of primary refractory disease in the modern treatment era have not yet been studied. We reviewed patients with MM treated with triplet/quadruplet therapy at our institution to assess the incidence of primary refractory disease and the impact of salvage therapies in this population. We identified 1127 patients, of whom 1086 were evaluated for hematologic responses after 4 to 6 cycles. Of these, 93.3% (1013) had evidence of response, whereas 6.7% (73) had primary refractory disease. With a median overall survival (OS) of 51.3 months, patients with primary refractory disease had an increased risk of shorter survival in univariable and multivariable analyses (hazard ratio [HR], 3.5 [95% confidence interval (CI), 2.5-4.9]; HR, 4.3 [95% CI, 2.6-6.9], respectively). In the subgroup analysis of patients with primary refractory disease, those who received second-line autologous stem cell transplantation (ASCT) had increased second progression-free survival (20.9 vs 8.1 months; P < .01) and second OS (74.7 vs 31.3 months; P = .02) compared with patients who did not. We conclude that early progression remains a significant factor for shorter OS in the current era, and salvage ASCT could be the most beneficial option for this population.
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Schmidt WM, Perera ND, Buadi FK, Hayman SR, Kumar SK, Dispenzieri A, Dingli D, Cook J, Lacy MQ, Kapoor P, Leung N, Muchtar E, Warsame RM, Kourelis T, Binder M, Gonsalves WI, Hogan WJ, Gertz MA. Long-term outcomes of allogeneic stem cell transplant in multiple myeloma. Blood Cancer J 2023; 13:126. [PMID: 37591876 PMCID: PMC10435482 DOI: 10.1038/s41408-023-00900-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 07/26/2023] [Accepted: 08/03/2023] [Indexed: 08/19/2023] Open
Abstract
Allogeneic stem cell transplant (allo SCT) for multiple myeloma (MM) is potentially curative in some, while toxic in many others. We retrospectively analyzed 85 patients diagnosed with MM who underwent allo SCT as frontline or salvage therapy between 2000 and 2022 at Mayo Clinic Rochester and examined patient outcomes and prognostic markers. Overall survival (OS), progression free survival (PFS), treatment related mortality (TRM), and relapse rates (RR) were estimated using the Kaplan Meier method and competing risk models. Median follow-up was 11.5 years. Median OS and PFS were 1.7 and 0.71 years, respectively. Five-year OS and PFS were 22.2% and 15.1%, respectively. One-year TRM was 23.5%. Twelve patients demonstrated durable overall survival, living 10+ years beyond their allo SCT. This subgroup was more likely to have no or one prior auto SCT (p = 0.03) and to have been transplanted between 2000 and 2010 (p = 0.03). Outcomes were poor in this cohort with long follow-up, with few patients surviving 5 years or more, and most relapsing or dying within 2 years. We would expect better outcomes and tolerability with an expanded array of novel therapeutics and would prefer them to allo SCT.
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Visram A, Hayman SR, Dispenzieri A, Kapoor P, Lacy MQ, Gertz MA, Buadi FK, Dingli D, Warsame R, Kourelis T, Cook J, Binder M, Gonsalves W, Muchtar E, Leung N, Roy V, Rajkumar SV, Kumar S. A phase 1/2 of carfilzomib and melphalan conditioning for autologous stem cell transplantation for multiple myeloma (CARAMEL). Am J Hematol 2023; 98:1277-1285. [PMID: 37334773 DOI: 10.1002/ajh.26990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 04/17/2023] [Accepted: 05/18/2023] [Indexed: 06/20/2023]
Abstract
In this phase 1/2 study, carfilzomib was added to high-dose melphalan conditioning prior to autologous stem cell transplantation (ASCT) in patients with multiple myeloma that had been treated with ≤2 prior lines of therapy. Carfilzomib was escalated at doses of 27, 36, 45, and 56 mg/m2 on days -6, -5, -2, and -1 before ASCT in the phase 1 component of the study. In addition, all the patients received melphalan 100 mg/m2 on days -4 and -3. The primary endpoint of the phase 1 component was to identify the maximum tolerated dose, and the primary endpoint of the phase 2 component was the rates of complete response (≥CR) at 1 year after ASCT. The phase 1 dose escalation cohort included 14 patients, and 35 patients were included in the phase 2 cohort. The maximum tested dose was 56 mg/m2 (MTD). The median time from diagnosis to study enrollment was 5.8 (range 3.4-88.4) months, and 16% of patients had obtained a ≥CR prior to ASCT. The best response within 1 year after ASCT was a ≥ CR rate in 22% for the entire cohort, and 22% for patients treated at the MTD. The ≥VGPR rates improved from 41% before ASCT to 77% by 1 year after ASCT. One patient had a grade 3 renal adverse event, and renal function returned to baseline with supportive care. The rate of grade 3-4 cardiovascular toxicity was 16%. The addition of carfilzomib to melphalan conditioning was safe and resulted in deep responses after ASCT.
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20
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Letson CT, Balasis ME, Newman H, Binder M, Vedder A, Kinose F, Ball M, Kruer T, Quintana A, Lasho TL, Finke CM, Almada LL, Grants JM, Zhang G, Fernandez-Zapico ME, Gaspar-Maia A, Lancet J, Komrokji R, Haura E, Sallman DA, Reuther GW, Karsan A, Rix U, Patnaik MM, Padron E. Targeting BET Proteins Downregulates miR-33a To Promote Synergy with PIM Inhibitors in CMML. Clin Cancer Res 2023; 29:2919-2932. [PMID: 37223910 PMCID: PMC10524644 DOI: 10.1158/1078-0432.ccr-22-3929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 04/19/2023] [Accepted: 05/19/2023] [Indexed: 05/25/2023]
Abstract
PURPOSE Preclinical studies in myeloid neoplasms have demonstrated efficacy of bromodomain and extra-terminal protein inhibitors (BETi). However, BETi demonstrates poor single-agent activity in clinical trials. Several studies suggest that combination with other anticancer inhibitors may enhance the efficacy of BETi. EXPERIMENTAL DESIGN To nominate BETi combination therapies for myeloid neoplasms, we used a chemical screen with therapies currently in clinical cancer development and validated this screen using a panel of myeloid cell line, heterotopic cell line models, and patient-derived xenograft models of disease. We used standard protein and RNA assays to determine the mechanism responsible for synergy in our disease models. RESULTS We identified PIM inhibitors (PIMi) as therapeutically synergistic with BETi in myeloid leukemia models. Mechanistically, we show that PIM kinase is increased after BETi treatment, and that PIM kinase upregulation is sufficient to induce persistence to BETi and sensitize cells to PIMi. Furthermore, we demonstrate that miR-33a downregulation is the underlying mechanism driving PIM1 upregulation. We also show that GM-CSF hypersensitivity, a hallmark of chronic myelomonocytic leukemia (CMML), represents a molecular signature for sensitivity to combination therapy. CONCLUSIONS Inhibition of PIM kinases is a potential novel strategy for overcoming BETi persistence in myeloid neoplasms. Our data support further clinical investigation of this combination.
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Sandoval L, Mohammed Ismail W, Mazzone A, Dumbrava M, Fernandez J, Munankarmy A, Lasho T, Binder M, Simon V, Kim KH, Chia N, Lee JH, Weroha SJ, Patnaik M, Gaspar-Maia A. Characterization and Optimization of Multiomic Single-Cell Epigenomic Profiling. Genes (Basel) 2023; 14:1245. [PMID: 37372428 PMCID: PMC10297939 DOI: 10.3390/genes14061245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 06/01/2023] [Accepted: 06/07/2023] [Indexed: 06/29/2023] Open
Abstract
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.
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22
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Abdallah NH, Smith AN, Geyer S, Binder M, Greipp PT, Kapoor P, Dispenzieri A, Gertz MA, Baughn LB, Lacy MQ, Hayman SR, Buadi FK, Dingli D, Hwa YL, Lin Y, Kourelis T, Warsame R, Kyle RA, Rajkumar SV, Kumar SK. Conditional survival in multiple myeloma and impact of prognostic factors over time. Blood Cancer J 2023; 13:78. [PMID: 37188699 DOI: 10.1038/s41408-023-00852-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 04/22/2023] [Accepted: 05/03/2023] [Indexed: 05/17/2023] Open
Abstract
Overall survival estimates from diagnosis are valuable for guiding treatment, but do not consider the years already survived. Conditional survival (CS) provides dynamic survival predictions over time. This study was conducted to estimate CS at 1-8 years from diagnosis and the impact of baseline prognostic factors on CS in multiple myeloma (MM) patients. This is a retrospective study including 2556 MM patients diagnosed between 2004 and 2019. CS (t | s) was defined as the probability of surviving t years given survival of s years. Median age was 64 years. Median follow-up was 6.2 years and median overall survival from diagnosis was 7.5 years. The 5-year CS estimates at s = 0, 1, 2, 3, and 5 years were 0.64, 0.61, 0.61, 0.61, and 0.58, respectively. On multivariate analysis, age ≥ 65 and proteasome inhibitor+immunomodulatory-based induction were associated with decreased survival and increased survival, respectively, retained at 5 years. The adverse impact of 1q gain/amplification, high-risk IgH translocation, and ISS-3 was significant at 1 and 3 years but not 5 years. Chromosome 17 abnormality was associated with decreased survival only at 1 year. Among MM patients, 5-year CS was stable at 1-5 years from diagnosis. The prognostic impact of high-risk cytogenetic factors decreased with additional years survived.
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23
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Soontrapa P, Klein CJ, Dyck PB, Berini SE, McPhail ED, Binder M, Chompoopong P, Engelstad J, Shouman K. Amyloid-like IgM deposition neuropathy with multiple mononeuropathies and generalized neuropathy. Neuromuscul Disord 2023; 33:391-395. [PMID: 37028153 DOI: 10.1016/j.nmd.2023.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 02/20/2023] [Accepted: 02/22/2023] [Indexed: 04/08/2023]
Abstract
Amyloid-like IgM deposition neuropathy is a distinct entity in the setting of IgM monoclonal gammopathy in which endoneurial perivascular entire IgM-particle accumulation leads to a painful sensory followed by motor peripheral neuropathy. We report a 77-year-old man presenting with progressive multiple mononeuropathies starting with painless right foot drop. Electrodiagnostic studies showed severe axonal sensory-motor neuropathy superimposed by multiple mononeuropathies. Laboratory investigations were remarkable for biclonal gammopathy of IgM kappa, IgA lambda and severe sudomotor and mild cardiovagal autonomic dysfunction. A right sural nerve biopsy showed multifocal axonal neuropathy, prominent microvasculitis, and prominent large endoneurial deposits of Congo-red negative amorphous material. Laser dissected mass spectrometry-based proteomics identified IgM kappa deposit without serum amyloid-P protein. This case has several distinctive features, including motor preceding sensory involvement, prominent IgM-kappa proteinaceous deposits replacing most of the endoneurium, a prominent inflammatory component, and improvement of motor strength after immunotherapy.
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Panakkal V, Lakshman A, Shi M, Olteanu H, Horna P, Timm MM, Otteson GE, Baughn LB, Greipp PT, Gonsalves WI, Kapoor P, Gertz MA, Binder M, Buadi FK, Dispenzieri A, Rajkumar SV, Kumar SK, Jevremovic D. Utility of flow cytometry screening before MRD testing in multiple myeloma. Blood Cancer J 2023; 13:55. [PMID: 37080968 PMCID: PMC10119092 DOI: 10.1038/s41408-023-00832-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 03/31/2023] [Accepted: 04/06/2023] [Indexed: 04/22/2023] Open
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Binder M, Lasho TL, Ismail WM, Ben-Crentsil NA, Fernandez JA, Kim M, Geyer SM, Mazzone A, Finke CM, Mangaonkar AA, Lee JH, Kim KH, Simon VA, Rohakthar FR, Munankarmy A, Schwager SM, Harrington JJ, Snyder MR, Droin NM, Solary E, Robertson KD, Wieben ED, Padron E, Chia N, Gaspar-Maia A, Patnaik MM. Abstract 806: Enhancer deregulation in TET2-mutant clonal hematopoiesis is associated with increased COVID-19 severity and mortality. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
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.
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