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  • 1
    In: Nature Communications, Springer Science and Business Media LLC, Vol. 8, No. 1 ( 2017-11-06)
    Abstract: Whole-exome sequencing of cell-free DNA (cfDNA) could enable comprehensive profiling of tumors from blood but the genome-wide concordance between cfDNA and tumor biopsies is uncertain. Here we report ichorCNA, software that quantifies tumor content in cfDNA from 0.1× coverage whole-genome sequencing data without prior knowledge of tumor mutations. We apply ichorCNA to 1439 blood samples from 520 patients with metastatic prostate or breast cancers. In the earliest tested sample for each patient, 34% of patients have ≥10% tumor-derived cfDNA, sufficient for standard coverage whole-exome sequencing. Using whole-exome sequencing, we validate the concordance of clonal somatic mutations (88%), copy number alterations (80%), mutational signatures, and neoantigens between cfDNA and matched tumor biopsies from 41 patients with ≥10% cfDNA tumor content. In summary, we provide methods to identify patients eligible for comprehensive cfDNA profiling, revealing its applicability to many patients, and demonstrate high concordance of cfDNA and metastatic tumor whole-exome sequencing.
    Type of Medium: Online Resource
    ISSN: 2041-1723
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2017
    detail.hit.zdb_id: 2553671-0
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  • 2
    In: Nature Cell Biology, Springer Science and Business Media LLC, Vol. 23, No. 11 ( 2021-11), p. 1199-1211
    Type of Medium: Online Resource
    ISSN: 1465-7392 , 1476-4679
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2021
    detail.hit.zdb_id: 1494945-3
    SSG: 12
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  • 3
    In: Blood, American Society of Hematology, Vol. 140, No. Supplement 1 ( 2022-11-15), p. 3461-3462
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    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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  • 4
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 76, No. 14_Supplement ( 2016-07-15), p. LB-136-LB-136
    Abstract: Background: Circulating cell-free DNA (cfDNA) has largely been used to monitor blood for specific tumor mutations, but genome-wide discovery from cfDNA has not been well established. Here, we establish a scalable approach for whole-exome sequencing (WES) of cfDNA, making it possible to perform comprehensive genomic characterization of metastatic cancer in a routine and minimally-invasive manner. Comprehensive genomic characterization of metastatic cancer stands to uncover novel alterations of clinical significance. A major challenge is that metastatic tumors are infrequently biopsied. Cell-free DNA is shed abundantly into the bloodstream from metastatic tumors, presenting an opportunity for genomic discovery in advanced cancers that are rarely biopsied in routine clinical care. We report an efficient process to qualify and sequence whole-exomes from cfDNA at scale and systematically compare the somatic mutations, indels, and copy number alterations detected in WES of cfDNA to WES of matched tumor biopsies. Methods: We consented 86 patients with metastatic breast or prostate cancers for blood collection. We isolated cfDNA and germline DNA from blood and performed low coverage sequencing to estimate tumor content based on genome-wide copy number. We screened patient blood samples and prioritized those with higher tumor fractions for WES. In parallel, we analyzed cfDNA and germline DNA from healthy donors to calibrate our methods and assess false positive rate for genomic alterations. Results: We found the vast majority of patients with metastatic prostate or breast cancer to have detectable tumor-derived cfDNA. WES of cfDNA from healthy donors revealed very low false positive rates for somatic mutations, indels and copy number alterations (SCNAs). By analyzing WES of cfDNA and tumor biopsies from dozens of patients with metastatic breast or prostate cancers, we established guidelines for the coverage and tumor fraction required for mutation discovery in WES of cfDNA. We found WES of cfDNA to uncover 91% of the clonal mutations, 59% of the subclonal mutations, and 75% of the SCNAs detected in WES of matched tumor biopsies. In several cases, we observed mutations exclusive to cfDNA that were confirmed in later blood draws, suggesting that cfDNA-exclusive mutations may be derived from unsampled metastases. In some cases, cfDNA revealed clinically actionable mutations that were not detected in matched tumor biopsies. Conclusions: WES of cfDNA uncovers the majority of somatic mutations, indels, and SCNAs found in matched tumor biopsies of metastatic cancer. The high degree of concordance suggests that comprehensive sequencing of cfDNA can be leveraged for genomic discovery in settings where conventional biopsies are difficult to access. Furthermore, the detection of mutations in cfDNA that are not detected in concurrent biopsies suggests that cfDNA may be complementary to tumor biopsies for both translational studies and precision cancer medicine. Citation Format: Viktor A. Adalsteinsson, Gavin Ha, Sam Freeman, Atish D. Choudhury, Daniel G. Stover, Heather A. Parsons, Gregory Gydush, Sarah Reed, Denis Loginov, Dimitri Livitz, Daniel Rosebrock, Ignat Leshchiner, Ofir Cohen, Coyin Oh, Jaegil Kim, Chip Stewart, Mara Rosenberg, Huiming Ding, Maxwell R. Lloyd, Sairah Mahmud, Karla E. Helvie, Margaret S. Merrill, Rebecca A. Santiago, Edward P. O’Connor, Seong H. Jeong, Joseph F. Kramkowski, Jens G. Lohr, Laura Polacek, Nelly Oliver, Lori Marini, Joshua Francis, Lauren C. Harshman, Eliezer M. Van Allen, Eric P. Winer, Nancy U. Lin, Mari Nakabayashi, Mary-Ellen Taplin, Levi A. Garraway, Todd R. Golub, Jesse S. Boehm, Nikhil Wagle, Gad Getz, Matthew Meyerson, Christopher J. Love. High concordance of whole-exome sequencing of cell-free DNA and matched biopsies enables genomic discovery in metastatic cancer. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr LB-136.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2016
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  • 5
    In: Blood, American Society of Hematology, Vol. 134, No. Supplement_1 ( 2019-11-13), p. 3948-3948
    Abstract: Introduction: Acute lymphoblastic leukemia (T-ALL) is an aggressive hematopoietic malignancy in children and adolescents that is associated with high rates of treatment failure and early relapse. T-ALL patients frequently harbor NOTCH1 activating mutations as the driving oncogene in this disease. A multitude of strategies preventing NOTCH1 cleavage and activation, such as Gamma-secretase inhibitors (GSIs) have been developed. Despite promising pre-clinical data, the rapid development of Notch1 inhibitor resistance in early clinical trials, prevented the translation of these inhibitors into the clinical setting. In previous work, our group demonstrated that T-ALL resistant to NOTCH1 inhibition carry altered epigenetic states conferring unique dependency on epigenetic modifiers, such as BRD4. The goal of this study was to study enhancer rewiring in Notch1 inhibitor resistant T-ALL in vivo and its relationship to apoptotic priming. Methods: After reaching 5% of circulating leukemic blasts, five established T-ALL PDX models with aberrant NOTCH1 expression were divided into to two treatment groups each (8 mice per group). 1 group received the Notch inhibitor DBZ (Dibenzazepine; 10 μM/kg intraperitoneal every other day) and the other group was treated with vehicle. Short-term effect of DBZ in vivo was assessed after 1 week of treatment, when 3 mice per group were sacrificed and leukemic blasts were isolated from spleen and bone marrow. The remaining 5 mice were monitored for disease burden (by flow cytometry staining for human CD45+) and followed for survival. After reaching moribund state, animals were sacrificed, spleens and bone marrows were collected and prepared for further analyses. To assess DBZ efficacy in vivo, the presence of active NOTCH1 (ICN1) in spleen and bone marrow was analyzed by Immunohistochemistry analysis (IHC). Enhancer landscapes were identified by chromatin-immunoprecipitation followed by sequencing (ChIP-Seq) for Histone 3 Lysine 27 acetylation (H3K27ac). A custom computational pipeline that incorporates algorithms for demultiplexing, alignment, normalization, peak calling, and computation of signal intensities within peaks was used to call differential peaks and intersect with RNA-sequencing results. BH3 profiling was performed on leukemic blasts isolated from spleen to measure overall mitochondrial priming and to identify anti-apoptotic dependencies. Results: In four out of five T-ALL PDX models, IHC analysis of spleen and bone marrow demonstrated a drastic downregulation of active NOTCH1 upon DBZ treatment, validating the efficacy of the used inhibitor. Weak ICN1 staining that remained unchanged upon DBZ treatment, was observed in 1 of the models, resulting in the exclusion of this strain from further functional analysis. Survival analysis of the four T-ALL PDX models expressing ICN1, revealed the presence of two Notch inhibitor sensitive and two refractory strains. The latter strains developed DBZ resistance rapidly after starting treatment (less than 10 days). One sensitive strain eventually developed resistance, while the second showed long-term disease control. Transcriptional profiling (bulk RNA-seq) of Notch inhibitor refractory strains versus sensitive identified the intrinsic apoptotic pathway as one of the most deferentially deregulated GSEA signatures. H3K27ac ChIPseq analysis at pretreatment (baseline), showed increased signal intensity of H3K27ac peaks at BCL2 and MCL1 enhancers in the refractory strains compared to sensitive. Upon DBZ treatment, while the enhancer state in refractory T-ALL remained unchanged, in the sensitive strains the signal intensity of H3K27ac peaks within the BCL2 and MCL1 loci decreased. Mitochondrial BH3 profiling at baseline demonstrated BCL-2 dependency (measured via BAD peptide) in sensitive strains and MCL-1 dependency (measured via MS1 peptide) in refractory strains. Upon DBZ treatment, sensitive strains showed a decrease in BCL-2 dependency and compensatory switch to MCL1-dependency, while dependency profile remained unchanged in refractory T-ALL. Conclusions: Our results suggest that enhancer rewiring near anti-apoptotic genes is critical for Notch inhibitor resistance. Combining BH3 profiling with enhancer profiling may allow to predict drug responses in vivo and may contribute to the identification of novel therapeutic targets for combination therapy in resistant disease. Disclosures Letai: Zeno Pharmaceuticals, Vivid Bioscience, Flash Therapeutics, Dialectic Therapeutics: Membership on an entity's Board of Directors or advisory committees, Other: Cofounder or Advisory Board member; AbbVie, AstraZeneca, Novartis: Consultancy, Research Funding. Weinstock:Celgene: Research Funding. Lohr:T2 Biosystems: Honoraria; Celgene: Research Funding.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2019
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 6
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 3484-3484
    Abstract: Introduction: Acute T cell lymphoblastic leukemia (T-ALL) is an aggressive hematopoietic malignancy in children and young adults that frequently becomes treatment-refractory and relapses. The Notch1 pathway is a key oncogenic driver in T-ALL and is aberrantly activated in more than 50% of the cases. Despite promising pre-clinical data using gamma secretase inhibitors such as DBZ to target NOTCH1, resistance is rapidly occurring in vivo. As molecular heterogeneity has been linked to treatment escape, we focused our study on defining transcriptional cell states driving resistance to NOTCH inhibition and understanding their relation to mitochondrial priming. Methods: 5 primary T-ALLs harboring NOTCH activating mutations were engrafted in NSG (NOD-scidIL2Rgnull) mice. Upon reaching ~ 10% of human CD45+ positive leukemic blasts in the peripheral blood, randomized groups of 8 mice per primary T-ALL were treated with DBZ (Dipenzazepine; 10 μM/kg every other day through tail vein) or vehicle (VEH). 3 mice per group were sacrificed after one week of treatment to assess short-term effect of DBZ, while the remaining 5 mice were weekly monitored for disease progression, leukemic blasts were collected from lymphoid organs and overall survival was determined. Full-length transcriptome analysis of 3188 blasts present in the blood of 20 sensitive and 22 refractory mice was performed by Smart-Seq2. Based on scRNA features, 'scVelo' and 'CytoTRACE' were used to identify developmental potential and differentiation trajectories. Cell fate and transcriptional regulatory networks were defined and reconstructed using 'SCENIC'. Assessment of mitochondrial priming as measured by BH3 profiling was used to identify anti-apoptotic vulnerabilities present in these PDX models. Results: Upon DBZ, short or long-term disease control was observed in two strains, while rapid resistance occurred in three strains, thus establishing two sensitive and three refractories to NOTCH inhibition PDX models. Immunohistochemical analysis showed decreased expression of active NOTCH1 in spleen biopsies of all strains, validating the efficacy of DBZ and suggesting a mechanism of resistance independent of ICN1. Single cell transcriptional profiling showed enrichment of immature hematopoietic signatures and co-expression of lymphoid and myeloid progenitor programs in refractory models. Interestingly, pre-existing cells harboring refractory-like transcriptional circuits within the untreated sensitive population were identified. Upon treatment, despite increased differentiation in all models, lineage promiscuity was maintained in refractory strains, suggesting that cellular plasticity mediates treatment escape. Next, we characterized cell states driving treatment refraction. RNA velocity projections identified two distinct immature states differing in cell cycle and oncogenic signaling. Clustering of untreated, sensitive leukemic cells in immature state imply that aberrant lineage commitment can predict response to NOTCH inhibition in vivo. These observations were further confirmed by differentiation state analysis, where prior to treatment, high developmental potential was correlated to treatment escape. Surprisingly, in addition to early lineage differentiation drivers such as BCL11A, state-specific regulons analysis associated immature states with BCLAF1 a transcriptional regulator of apoptosis. We postulated that these transcriptional circuits lead to differential apoptotic priming, therefore the dependence on individual anti-apoptotic proteins was evaluated. Mitochondrial priming at baseline revealed BCL-2 dependence in sensitive strains whereas MCL1-dependence was observed in refractory ones. Upon DBZ treatment, while dependency profiles in refractory strains remained unchanged, a functional switch from BCL-2 to MCL1-dependency occurred in sensitive models. Conclusion: Our results suggest that response to NOTCH inhibition is predetermined by cell maturity states and their associated transcriptional circuits responsible for differential sensitivity to apoptotic priming via BCL2 and MCL1. These data suggest that combining BH3 and lineage commitment profiling may predict drug responses in vivo. Moreover, our findings highlight the importance of targeting co-existing cell states to overcome transcriptional heterogeneity as a driver of treatment escape. Disclosures Letai: Zentalis Pharmaceuticals: Other: equity holding member of the scientific advisory board; Dialectic Therapeutics: Other: equity holding member of the scientific advisory board; Flash Therapeutics: Other: equity holding member of the scientific advisory board. Weinstock: Daiichi Sankyo: Consultancy, Research Funding; Verastem: Research Funding; Abcuro: Research Funding; Bantam: Consultancy; ASELL: Consultancy; SecuraBio: Consultancy; AstraZeneca: Consultancy; Travera: Other: Founder/Equity; Ajax: Other: Founder/Equity.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
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    detail.hit.zdb_id: 80069-7
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  • 7
    In: Leukemia, Springer Science and Business Media LLC, Vol. 32, No. 8 ( 2018-8), p. 1838-1841
    Type of Medium: Online Resource
    ISSN: 0887-6924 , 1476-5551
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    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2018
    detail.hit.zdb_id: 2008023-2
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  • 8
    In: Leukemia, Springer Science and Business Media LLC, Vol. 36, No. 4 ( 2022-04), p. 1078-1087
    Type of Medium: Online Resource
    ISSN: 0887-6924 , 1476-5551
    RVK:
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2022
    detail.hit.zdb_id: 2008023-2
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  • 9
    In: Blood, American Society of Hematology, Vol. 134, No. Supplement_1 ( 2019-11-13), p. 3169-3169
    Abstract: Background Elotuzumab is an approved monoclonal antibody targeting SLAMF7 on plasma and NK cells that enhances the activity of lenalidomide, pomalidomide, and bortezomib in multiple myeloma (MM). A recent study showed improved outcomes with the combination of pomalidomide, bortezomib, and dexamethasone vs. bortezomib and dexamethasone in relapsed or refractory MM (Richardson PG et al., Lancet Oncol 2019). We therefore studied elotuzumab with pomalidomide, bortezomib, and dexamethasone (elo-PVD) in relapsed and refractory MM. Methods The primary objective was to determine the overall response rate (ORR). Patients with relapsed and refractory disease and ≥1 prior lines of treatment (including lenalidomide and a proteasome inhibitor) were eligible to participate. Prior treatment with pomalidomide was permitted. Elotuzumab was weekly for the first 2 cycles and then every other week. Pomalidomide was given on days 1-21; bortezomib was on days 1, 8, 15; and dexamethasone was weekly. Each cycle was 28 days. Results The trial has completed accrual in September 2018 with 48 patients receiving treatment. The median age was 64 (range 40-80), and median number of prior regimens was 3 (range 1-9); 25% had high risk FISH. All patients had prior lenalidomide and proteasome inhibitor (bortezomib 96%, 29% carfilzomib) and were refractory to their last line of therapy. Other prior therapies included: autologous stem cell transplant (48%), pomalidomide (33%), daratumumab (25%), and isatuximab (4%). 46 patients were assessable for response (2 patients did not complete cycle 1 and were not evaluable for response: 1 due to rapid disease progression; 1 stroke. The median length of follow up was 18.8 months (range 0.5-23.4): 16 patients continue on study; 27 patients discontinued for progressive disease; 3 patients discontinued for adverse events (AEs) (sepsis, pneumonia, stroke); 1 patient underwent auto SCT; and 1 patient was lost to follow up. Best ORR was 61% (PR = 16, VGPR = 10, CR = 2). ORR for patients with prior anti-CD38 antibody, 46%; carfilzomib, 46%; pomalidomide, 43%. Median PFS was 9.8 months (95% CI 6.8-Inf). In patients with 1 prior line of therapy, ORR was 74% and median PFS was not reached (95% CI 12-Inf); 18 month PFS was 68%. Grade ≥ 3 hematologic AEs included anemia (10%), neutropenia (29%), and thrombocytopenia (15%). Additional common grade ≥ 3 AEs included lung infection (27%) and hypophosphatemia (15%). Common non-hematologic AEs all grades included fatigue (grade 1-2 only, 70%), upper respiratory infection (grade 1-2, 56%; grade 3, 2%), diarrhea (grade 1-2 only, 42%), constipation (grade 1-2 only, 35%), hyperglycemia (grade 1-2, 46%; grade 3, 4%), and sensory neuropathy (grade 1-2 only, 31%), with 2 possibly related deaths (sepsis, pneumonia). Conclusions Elo-PVD is one of the first trials of a quadruplet regimen in relapsed and refractory MM incorporating a monoclonal antibody. In patients with refractory disease, elo-PVD shows encouraging responses. With the limitations of cross trial comparisons and small patient numbers, for patients with 1 prior line of treatment and refractory disease, a PFS at 18 months of 68% with elo-PVD compares favorably with a median PFS of 17.8 months in a similar subgroup of PVD in the OPTIMISMM trial (Dimopoulos MA et al., ASH 2018). Patients who received prior pomalidomide, carfilzomib, and/or anti-CD38 monoclonal antibody also benefited. Treatment was well-tolerated with manageable toxicity and with attention to infectious AEs. Disclosures Yee: Celgene: Consultancy, Honoraria, Research Funding; Takeda: Consultancy; Bristol-Myers Squibb: Consultancy, Research Funding; Karyopharm: Consultancy; Adaptive: Consultancy; Amgen: Consultancy, Honoraria. Lipe:Celgene: Consultancy; amgen: Research Funding; amgen: Consultancy. Nadeem:Janssen: Consultancy; Amgen: Consultancy; Celgene: Consultancy; Sanofi: Consultancy. O'Donnell:Celgene: Consultancy; Amgen: Consultancy; BMS: Consultancy; Sanofi: Consultancy; Takeda: Consultancy. Branagan:Pharmacyclics: Consultancy; Janssen: Consultancy; Surface Oncology: Consultancy. Lohr:Celgene: Research Funding; T2 Biosystems: Honoraria. Anderson:Sanofi-Aventis: Other: Advisory Board; Bristol-Myers Squibb: Other: Scientific Founder; Oncopep: Other: Scientific Founder; Amgen: Consultancy, Speakers Bureau; Janssen: Consultancy, Speakers Bureau; Takeda: Consultancy, Speakers Bureau; Celgene: Consultancy, Speakers Bureau. Richardson:Takeda: Membership on an entity's Board of Directors or advisory committees, Research Funding; Amgen: Membership on an entity's Board of Directors or advisory committees; Karyopharm: Membership on an entity's Board of Directors or advisory committees; Bristol-Myers Squibb: Research Funding; Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; Oncopeptides: Membership on an entity's Board of Directors or advisory committees, Research Funding; Janssen: Membership on an entity's Board of Directors or advisory committees; Sanofi: Membership on an entity's Board of Directors or advisory committees. Raje:Amgen Inc.: Consultancy; Bristol-Myers Squibb: Consultancy; Celgene Corporation: Consultancy; Takeda: Consultancy; Janssen: Consultancy; Merck: Consultancy. OffLabel Disclosure: The combination of elotuzumab, pomalidomide, bortezomib, and dexamethasone is an off-label use in relapsed and refractory multiple myeloma.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2019
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 10
    In: Blood, American Society of Hematology, Vol. 134, No. Supplement_1 ( 2019-11-13), p. 3091-3091
    Abstract: Introduction: Despite recent advances in the treatment of multiple myeloma, responses may be short-lived and therapeutic resistance develops almost invariably. Non-genetic cellular plasticity and dedifferentiation have recently emerged as a basis for therapeutic resistance in cancer as cells acquire transcriptional states which no longer depend on the drug target. Therefore, a better understanding of plasticity and adaptive state changes in myeloma cells is critical to develop effective therapeutic approaches that can overcome drug resistance. Here we show that cellular plasticity, though frequently invoked as a basis for therapeutic resistance in cancer, can also lead to new therapeutic opportunities. Methods: To define transcriptional states in myeloma at a single cell level, we performed fluorescence activated cell sorting and full-length single-cell RNA sequencing. We assayed a total 6000 CD38+CD138+ plasma cells and CD45+ immune cells from the bone marrow of 8 patients with relapsed and refractory multiple myeloma (RRMM) before and after immuno-modulatory treatment on a clinical trial with elotuzumab, pomalidomide, bortezomib and dexamethasone (Elo-PVD; NCT02718833) and 2 healthy donors. Surface expression of selected markers was validated by flow cytometry. Results: Assessing pre-treatment samples, we discovered that the transcriptional states of single myeloma cells are highly distinct between individual patients, despite the presence of the same established genomic classifiers, such as t(11;14). Furthermore, distinct transcriptional states co-exist within individual patients, indicating there is substantial inter- and intra-individual heterogeneity. Transcriptional states diverge from normal plasma cells towards more immature cells, of the B lymphoid lineage, suggesting a substantial cellular plasticity. Notably, we detected co-expression of myeloid and lymphoid developmental programs in the same single cells. Interestingly, these altered differentiation states were associated with up-regulation of potential immunotherapeutic targets, such as CD20, CD19, and CD33, indicating that this plasticity may result in novel therapeutic vulnerabilities. To define gene-regulatory relationships, we identified a shared core regulatory network present in malignant and normal plasma cells with the active transcription factors XBP1, ATF4, and CREB3, suggesting that myeloma cells retain lineage-specific regulons. However, we further identified patient-specific regulons not detected in any of the mature immune cell populations assayed, such as TEAD4, ELF3 and SNAI1, illustrating an aberrant and promiscuous activation of transcriptional regulators in myeloma cells. Consistent with this finding, we observed an increased number of expressed genes in myeloma cells compared to normal plasma cells as well as an increase in single cell transcriptional entropy, measures that have been linked to cell potency in normal development and cancer. Comparison of pre- and post-treatment samples interestingly revealed a further increase in transcriptional diversity and signatures associated with stemness and developmental potential following treatment. Conclusions: In conclusion, we find that higher transcriptional diversity and activation of alternate gene regulatory programs facilitate the emergence of altered transcriptional states. Interestingly, these altered states are associated with up-regulation of putative immune-therapeutic targets in myeloma cells, thus providing novel therapeutic vulnerabilities. Disclosures Lipe: amgen: Research Funding; Celgene: Consultancy; amgen: Consultancy. O'Donnell:Celgene: Consultancy; Takeda: Consultancy; BMS: Consultancy; Sanofi: Consultancy; Amgen: Consultancy. Munshi:Celgene: Consultancy; Amgen: Consultancy; Oncopep: Consultancy; Janssen: Consultancy; Abbvie: Consultancy; Celgene: Consultancy; Janssen: Consultancy; Takeda: Consultancy; Adaptive: Consultancy; Oncopep: Consultancy; Takeda: Consultancy. Richardson:Karyopharm: Membership on an entity's Board of Directors or advisory committees; Takeda: Membership on an entity's Board of Directors or advisory committees, Research Funding; Bristol-Myers Squibb: Research Funding; Amgen: Membership on an entity's Board of Directors or advisory committees; Janssen: Membership on an entity's Board of Directors or advisory committees; Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; Oncopeptides: Membership on an entity's Board of Directors or advisory committees, Research Funding; Sanofi: Membership on an entity's Board of Directors or advisory committees. Anderson:Gilead Sciences: Other: Advisory Board; Janssen: Other: Advisory Board; Sanofi-Aventis: Other: Advisory Board; OncoPep: Other: Scientific founder ; C4 Therapeutics: Other: Scientific founder . Lohr:T2 Biosystems: Honoraria; Celgene: Research Funding. OffLabel Disclosure: Samples for ancillary research were obtained in the context of a phase II clinical trial evaluating Elotuzumab, pomalidomide, bortezomib, dexamethasone The combination of elo-PVD is off label.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2019
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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