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  • 1
    Online Resource
    Online Resource
    American Society of Hematology ; 2020
    In:  Blood Vol. 136, No. Supplement 1 ( 2020-11-5), p. 48-48
    In: Blood, American Society of Hematology, Vol. 136, No. Supplement 1 ( 2020-11-5), p. 48-48
    Abstract: Introduction Peripheral neuropathy (PNP) remains one of the most common adverse events during multiple myeloma (MM) treatment. The immunomodulatory agent thalidomide and proteasome inhibitor bortezomib are particularly prone to induce PNP (Dimopoulos MA et al., Leukemia., 2010). Both agents are part of standard treatment regimens for newly diagnosed transplant-eligible MM patients. PNP varies from mild symptoms to severe disability, depending on timely dose reduction or discontinuation of treatment. Currently, incidence or severity of PNP cannot be predicted. Therefore, it is of utmost importance to monitor incidence of PNP in different treatment combinations, and in order to identify risk factors for developing PNP. Aims To investigate the incidence of PNP in patients treated in the Cassiopeia trial, to evaluate the role of CD38 antibody (daratumumab) treatment in development of PNP, and to identify risk factors for the development of PNP. Methods We retrospectively analysed incidence of PNP grade 2 to 4, scored according to common terminology criteria for adverse events version 4 (CTCAE) in the Cassiopeia study, a phase III trial conducted by IFM/HOVON, investigating the efficacy of adding daratumumab to bortezomib, thalidomide and dexamethasone (VTD). 1074 newly diagnosed MM patients were randomised. Patients received 4 induction cycles and 2 post transplantation consolidation cycles of 28 days each. Cycles included subcutaneous bortezomib (1.3 mg/m2 days 1,4,8,11), oral thalidomide (100 mg daily), dexamethasone (20-40 mg) and daratumumab intravenously (16 mg/kg and weekly during induction cycles 1 and 2 and once every two weeks during induction cycles 3,4 and consolidation). This trial was registered as ClinicalTrials.gov NCT02541383 and was supported by the French IFM and Dutch HOVON groups (Moreau et al., Lancet, 2019). Multivariate analysis was performed including sex, age, arm, body mass index (BMI), cytogenetics, ISS stage, country, diabetes mellitus (DM), creatinine clearance, liver function, ECOG, baseline PNP and disease characteristics. Results Baseline characteristics in dara-VTD and VTD arms were similar. Overall, 380/1074 (35%) patients developed grade ≥2 PNP and 102/1074 (9%) patients developed grade ≥3 PNP. Multivariate analysis indicated that the cumulative incidence of PNP grade ≥2 was significantly lower in the dara-VTD arm (33%) when compared to the VTD arm (38%) (hazard ratio (HR)=0.73, 95% confidence interval (CI) 0.59-0.91, P=0.004). Furthermore, risk factors associated with a higher cumulative incidence of PNP grade ≥2 included older age (HR=1.03; P=0.020), grade 1 PNP at baseline (HR= 2.75; P= 0.002) and higher BMI (HR=1.46, P=0.003 for BMI 25-30 to HR=2.02, P=0.004 for BMI & gt; 35). Progression free survival (PFS) from the end of induction was similar (86% vs 80% at 2 years, HR = 0.74, 95% CI 0.41-1.33, P=0.32) for patients developing grade ≥2 PNP during induction (179 pts, 17%). An unexpected finding was the difference in cumulative incidence between countries participating in this trial: in the Netherlands 68/141 (49%) of patients developed grade ≥2 PNP, while in France this was 280/846 (33%) and in Belgium 31/87 (36%) (p & lt;0.001). The protocol of the Cassiopeia trial included instructions of discontinuation and dose modification, when PNP grade ≥2 was observed. However, in a subset of patients reaching PNP grade ≥ 2 the (temporary) discontinuation or adjustment of dose as described in the treatment protocol had not been applied (respectively in 148/352 (42%) with PNP ≥ 2 and in 39/97 (40%) with PNP ≥3). Conclusions Despite bortezomib being administered subcutaneously and clear instructions on discontinuation and dose modification, we observed a clinically relevant incidence of grade ≥2 PNP (35%) and grade ≥3 PNP (9%) in patients treated in the Cassiopeia trial. Patients in the dara-VTD arm showed less grade ≥2 PNP, suggesting a possible positive effect of daratumumab. Risk factors for the development of grade ≥2 PNP included older age, PNP at baseline and BMI & gt; 25. Differences in incidence between countries were observed, however no clear explanation was found. Furthermore, standard measures for grading PNP, such as CTCAE criteria, are subject to interpretation bias of both the patient and the treating physician. Continuous screening and correct grading of PNP and strict compliance with guidelines is warranted. Disclosures Moreau: Amgen: Consultancy, Honoraria; Celgene/Bristol-Myers Squibb: Consultancy, Honoraria; Janssen: Consultancy, Honoraria; Abbvie: Consultancy, Honoraria; Takeda: Honoraria; Sanofi: Consultancy, Honoraria; Novartis: Honoraria. Vermeulen:Janssen: Current Employment, Current equity holder in publicly-traded company. Broyl:Janssen, Celgene, Takeda, Amgen: Honoraria. Sonneveld:Sanofi: Consultancy; Takeda: Consultancy, Honoraria, Research Funding; Bristol-Myers Squibb: Consultancy, Honoraria, Research Funding; Janssen: Consultancy, Honoraria, Research Funding; Karyopharm: Consultancy, Honoraria, Research Funding; Skyline Dx: Honoraria, Research Funding; Amgen: Consultancy, Honoraria, Research Funding.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2020
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  • 2
    In: Clinical Lymphoma Myeloma and Leukemia, Elsevier BV, Vol. 23 ( 2023-09), p. S254-
    Type of Medium: Online Resource
    ISSN: 2152-2650
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2023
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  • 3
    In: Clinical Lymphoma Myeloma and Leukemia, Elsevier BV, Vol. 21 ( 2021-10), p. S82-S83
    Type of Medium: Online Resource
    ISSN: 2152-2650
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2021
    detail.hit.zdb_id: 2540998-0
    detail.hit.zdb_id: 2193618-3
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  • 4
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 2679-2679
    Abstract: Background: Multiple myeloma (MM) disease progression is influenced by signals from the bone marrow (BM) microenvironment. Recently, we showed that the MM BM is characterized by inflammatory mesenchymal stromal cells (iMSCs) that transcribe MM survival factors and are predicted to recruit proliferating myeloma cells via CCL2-CCR2 interactions (de Jong et al. Nat Immunol. 2021). iMSCs also transcribed high levels of chemokines that can bind to CXCR1 and 2. Myeloid cells are known to express CXCR1/2, and have been implicated in both pro- and anti-tumor responses in various malignancies. Therefore, we hypothesized that iMSCs attract and influence myeloid populations in the MM BM. Results: Using flow cytometry, we verified expression of CXCR1/2 on myeloid cell populations in the BM of 5 newly diagnosed MM (NDMM) patients. CD15 + neutrophils were the most dominant population expressing these receptors, as 22.4% (± 9.8%) of cells expressed CXCR2 alone, and 72.6% (± 8.0%) expressed both CXCR1 and CXCR2. CD14 + monocytes only expressed CXCR2 (86.9% ± 15.8%). Importantly, less than 1% of myeloma cells expressed these receptors (n = 17 NDMM). As these findings suggested neutrophils and monocytes as potential targets of iMSC-mediated chemotaxis, we set out to identify MM-associated alterations in this population by performing single cell RNA sequencing of the full neutrophilic and monocytic lineages (n = 5 NDMM and 2 controls). In line with our flow cytometric data, CXCR1 transcripts were absent in monocytes, while CXCR2 was transcribed by classical monocytes of both myeloma patients and controls. Interestingly, CXCR1 and CXCR2 transcription was increased in mature neutrophils of MM patients compared to controls. Additionally, both mature classical monocytes as well as mature neutrophils of MM patients had an activated transcriptome as defined by increased transcription of C3AR1, SLPI, and IL6R, the plasma cell supportive factor TNFSF13B (encoding BAFF), and the inflammatory cytokines IL1B and IL18. Transcription of IL1B and IL18 can be regulated by pattern-recognition receptors (PRRs) binding damage-associated molecular patterns (DAMPs) resulting from e.g. matrix breakdown. Transcription of PRRs as TLR1, 2 and 4 was increased in mature neutrophils and classical monocytes of MM patients compared to controls. Secretion of IL-1β and IL-18 relies on the cleavage of pro-forms of these cytokines by the inflammasome, a multiprotein complex that is assembled in response to alarmins. Transcription of inflammasome components PYCARD, NLRP3 and CASP1 was increased in mature neutrophils and classical monocytes of patients with MM. Additionally, protein levels of both IL-18 and IL-1β are increased in BM plasma from MM patients, implicating activated neutrophils and monocytes as a potential sources of these cytokines. Conclusion: In MM, mature neutrophils and classical monocytes are activated and might interact with iMSCs via CXCR1 and/or 2. Moreover, these myeloid cells are inflammasome-primed and are likely to be sources of the increased IL-1β levels in the MM BM. Therefore, myeloid cells and iMSCs may form a feed-forward loop in which myeloid cells contribute to a pro-MM environment by maintaining iMSC and by directly providing BAFF to tumor cells. Disclosures Broyl: Celgene/BMS: Consultancy, Honoraria; Sanofi: Consultancy, Honoraria; Amgen: Consultancy, Honoraria; Janssen: Consultancy, Honoraria. Sonneveld: Janssen: Consultancy, Honoraria, Research Funding; Karyopharm: Consultancy, Honoraria, Research Funding; SkylineDx: Honoraria, Research Funding; Amgen: Consultancy, Honoraria, Research Funding; Celgene/BMS: Consultancy, Honoraria, Research Funding; Takeda: Consultancy, Honoraria, Research Funding.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 5
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 1566-1566
    Abstract: Introduction The introduction of new treatment regimens has significantly increased the progression free survival (PFS) of newly diagnosed multiple myeloma (MM) patients. However, even with these novel treatments, for some the disease remains refractory, highlighting the need to identify the pathobiology of high-risk MM. In MM patients, high levels of circulating tumor cells (CTCs) is associated with an inferior prognosis independent of high-risk cytogenetics (Chakraborty et al., 2016), suggesting that CTC numbers are a relevant reflection of tumor cell biology. We hypothesized that high levels of CTCs in MM patients are either the result of a transcriptionally distinct tumor clone with enhanced migration capacities, or driven by transcriptional differences present in the bone marrow (BM) tumor cells. To test these hypotheses, we 1) compared MM cells from paired blood and BM samples, and 2) compared BM tumor cells of patients with high and low CTC levels, using single cell RNA-sequencing. Results We isolated plasma cell (PCs) from viably frozen mononuclear cells of paired peripheral blood (PB) and BM aspirates from five newly diagnosed MM patients (0.5%-8% CTCs) to determine the presence of a distinct CTC subclone. We generated single cell transcriptomes from 44,779 CTCs and 35,697 BM PCs. In the total 9 clusters common to BM PCs and CTCs were identified upon single cell data integration, but no cluster specific for either source was detected. Only 25 genes were significantly differential expressed between CTCs and BM PCs. The absence of transcriptional clusters unique to either CTCs or BM PCs, and the transcriptional similarity between these two anatomical sites makes it highly unlikely that CTC levels are driven by the presence of a transcriptionally-primed migratory clone. We next set out to identify possible transcriptional differences in BM PCs from eight patients with high (2-22%) versus thirteen patients with low (0.004%-0.08%) percentages of CTCs. Recurrent high-risk mutations were present in both groups. Single cell transcriptomes were generated from 74,830 BM PCs. Single cell data integration across all patients led to the identification of 8 distinct PC clusters, one of which was characterized by enhanced proliferation as defined by STMN1 and MKI67 transcription. Interestingly, this proliferative cluster was increased in patients with a high percentage of CTCs. Furthermore, cell cycle analyses based on canonical G2M and S phase markers revealed that actively cycling PCs were more frequent in the BM of patients with a high percentage of CTCs (64% versus 30%, p & lt;0.001), irrespective of the transcriptional cluster of origin. We hypothesized that plasma cell-extrinsic cues from the bone marrow micro-environment might be driving tumor proliferation. In order to substantiate this, we isolated BM immune cells from the same 21 patients and generated a library of 301,045 single immune cell transcriptomes. This library contained all major immune cell subsets, including CD4 + and CD8 + T cells, NK cells, B cells and monocytes. Comparative analyses of these cell populations in patients with either high or low levels of CTC are ongoing. Conclusion Through single cell transcriptomic analyses, we demonstrate that CTCs and BM PCs are transcriptionally similar. Importantly, we identify increased BM PC proliferation as a significant difference between patients with high and low levels of CTCs, implicating an increased tumor proliferation as one of the potential mechanisms driving CTC levels and MM disease pathobiology. The relation of the BM immune micro-environment to this altered proliferative state is currently under investigation. Disclosures van der Velden: Janssen: Other: Service Level Agreement; BD Biosciences: Other: Service Level Agreement; Navigate: Other: Service Level Agreement; Agilent: Research Funding; EuroFlow: Other: Service Level Agreement, Patents & Royalties: for network, not personally. Sonneveld: SkylineDx: Honoraria, Research Funding; Karyopharm: Consultancy, Honoraria, Research Funding; Amgen: Consultancy, Honoraria, Research Funding; Celgene/BMS: Consultancy, Honoraria, Research Funding; Janssen: Consultancy, Honoraria, Research Funding; Takeda: Consultancy, Honoraria, Research Funding. Broyl: Sanofi: Honoraria; Janssen Pharmaceuticals: Honoraria; Celgene: Honoraria; Bristol-Meyer Squibb: Honoraria; Amgen: Honoraria.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
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    detail.hit.zdb_id: 80069-7
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  • 6
    In: Blood, American Society of Hematology, Vol. 140, No. Supplement 1 ( 2022-11-15), p. 4181-4182
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2022
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 7
    In: Blood, American Society of Hematology, Vol. 140, No. Supplement 1 ( 2022-11-15), p. 9982-9984
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2022
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 8
    In: Clinical Lymphoma Myeloma and Leukemia, Elsevier BV, Vol. 21 ( 2021-10), p. S76-S77
    Type of Medium: Online Resource
    ISSN: 2152-2650
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2021
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    detail.hit.zdb_id: 2193618-3
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  • 9
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 1578-1578
    Abstract: Introduction Multiple Myeloma (MM) disease progression and therapy response are the net result of tumor cell-intrinsic features and tumor cell-extrinsic cues from the bone marrow (BM) microenvironment. Natural killer (NK) cells are mediators of the cytotoxic immune response against MM and are important effector cells in antibody-based immune therapies, especially anti-CD38 monoclonal antibodies such as Daratumumab. Classically, NK cells are divided into a cytotoxic CD56 dim subset, important for antibody-dependent cellular cytotoxicity, and a cytokine-producing CD56 bright subset releasing inflammatory mediators such as IFNγ, TNFα and GM-CSF. However, accumulating evidence suggests greater heterogeneity in the NK cell compartment and modulation of these NK cell subsets could impact disease progression and response to NK cell-driven immunotherapies. Here, we combined the 5TGM1 murine model of MM with single-cell RNA sequencing of bone marrow (BM) NK cells of newly diagnosed MM patients to map NK cell heterogeneity and to investigate their role in MM progression. Results To gain insight in NK cell heterogeneity in MM disease we performed single-cell RNA sequencing on immune cells of viably frozen BM aspirates from 19 newly diagnosed MM patients and 5 non-cancer control patients. NK cells were identified in silico by transcription of KLRF1, KLRD1, GNLY and NKG7 resulting in a single-cell transcriptomic dataset of 30,373 NK cells from MM patients and 8,865 NK cells from control patients. Conventional CD56 bright and CD56 dim NK-cells were identified by increased transcription of GZMK or GZMB, respectively. The GZMK +CD56 bright NK cells contained clusters of naïve and activated NK cells. The GZMB+CD56 dim NK cells consisted of 5 subclusters. To identify MM-induced alterations in NK cell subsets, we compared GZMK +CD56 bright vs GZMB+CD56 dim cluster composition and distribution between controls and MM patients. Control BM was dominated by GZMB-transcribing cytotoxic CD56 dim NK cells, resulting in a low ratio of cytokine-producing GZMK +CD56 bright vs cytotoxic GZMB+CD56 dim NK cells. In contrast, MM bone marrow was characterized by heterogeneity of this ratio with a subset of patients presenting with complete reversal of this ratio . In this subset of patients, the altered composition was due to a loss of cytotoxic GZMB +CD56 dim NK cells, and more specifically a loss of NK cells with a transcriptome suggesting recent activation. To better examine the significance of cytotoxic NK cells in MM disease course we utilized the well-established 5TGM1 mouse model. C57Bl/6 and KaLwRij mice both received 10 6 5TGM1-GFP cells intravenously. Three weeks after tumor injection all KaLwRij mice (18/18) developed MM, defined by & gt;5% tumor cells in BM ("unrestrained tumor") and serum M-protein & gt;2mg/ml. Interestingly, while 39% (7/18) of C57Bl/6 mice had no tumor, 44% (8/18) had low but detectable levels of MM cells (0.1-5% of BM cells, "restrained tumor") and 17% (3/18) presented with an unrestrained MM with BM tumor load similar to that seen in KaLwRij mice. With time the percentage of mice with unrestrained tumor increased (5/12, 42%) at the expense of restrained tumor (2/12, 16%). We hypothesized that C57Bl/6 mice with low tumor load could represent a model of immune-mediated tumor control. Detailed analysis of the NK cell compartment revealed an expansion of activated mature (CD69 + CD11b +CD27 +) NK cells in C57Bl/6 mice with restrained BM MM (p=0.0031). In contrast, high BM tumor burden in both genotypes was associated with a sharp decline in absolute numbers of activated NK cells. Conclusion: Through a combination of single-cell transcriptomic analyses of the BM immune microenvironment in MM patients and experimental mouse models we found a loss of activated NK cells in a subset of patients and mice. Our data suggests that loss of these activated NK cells is associated with MM progression in vivo. A subset of MM patients presented with a loss of activated cytotoxic GZMB +CD56 dim NK cells in the BM, suggestive of reduced cytotoxic anti-tumor responses. Meanwhile, in vivo, high disease burden only occurred in mice with an absence of activated NK cells. Current analyses are focused on differences in human disease progression and efficacy of Daratumumab-based therapies in patients with various NK cell phenotypes. Disclosures Broijl: Janssen, Amgen, Sanofi, Celgene/BMS: Honoraria, Membership on an entity's Board of Directors or advisory committees. Sonneveld: Janssen: Consultancy, Honoraria, Research Funding; Karyopharm: Consultancy, Honoraria, Research Funding; Celgene/BMS: Consultancy, Honoraria, Research Funding; Amgen: Consultancy, Honoraria, Research Funding; SkylineDx: Honoraria, Research Funding; Takeda: Consultancy, Honoraria, Research Funding.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 10
    In: Clinical Lymphoma Myeloma and Leukemia, Elsevier BV, Vol. 21 ( 2021-10), p. S9-S10
    Type of Medium: Online Resource
    ISSN: 2152-2650
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2021
    detail.hit.zdb_id: 2540998-0
    detail.hit.zdb_id: 2193618-3
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