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Clinical progress in multiple myeloma (MM), an incurable plasma cell (PC) neoplasia, has been driven by therapies that have limited applications beyond MM/PC neoplasias and do not target specific oncogenic mutations in MM. Instead, these agents target pathways critical for PC biology yet largely dispensable for malignant or normal cells of most other lineages. Here we systematically characterized the lineage-preferential molecular dependencies of MM through genome-scale clustered regularly interspaced short palindromic repeats (CRISPR) studies in 19 MM versus hundreds of non-MM lines and identified 116 genes whose disruption more significantly affects MM cell fitness compared with other malignancies. These genes, some known, others not previously linked to MM, encode transcription factors, chromatin modifiers, endoplasmic reticulum components, metabolic regulators or signaling molecules. Most of these genes are not among the top amplified, overexpressed or mutated in MM. Functional genomics approaches thus define new therapeutic targets in MM not readily identifiable by standard genomic, transcriptional or epigenetic profiling analyses.

The sensitivity of conventional techniques for reliable quantification of minimal/measurable residual disease (MRD) in chronic lymphocytic leukemia (CLL) is limited to MRD 10−4. Measuring MRD −4 could help to further distinguish between patients with CLL with durable remission and those at risk of early relapse. We herein present an academically developed immunoglobulin heavy-chain variable (IGHV) leader-based next-generation sequencing (NGS) assay for the quantification of MRD in CLL. We demonstrate, based on measurements in contrived MRD samples, that the linear range of detection and quantification of our assay reaches beyond MRD 10−5. If provided with sufficient DNA input, MRD can be detected down to MRD 10−6. There was high interassay concordance between measurements of the IGHV leader-based NGS assay and allele-specific oligonucleotide quantitative polymerase chain reaction (PCR) (r = 0.92 [95% confidence interval {CI}, 0.86-0.96]) and droplet digital PCR (r = 0.93 [95% CI, 0.88-0.96]) on contrived MRD samples. In a cohort of 67 patients from the CLL11 trial, using MRD 10−5 as a cutoff, undetectable MRD was associated with superior progression-free survival (PFS) and time to next treatment. More important, deeper MRD measurement allowed for additional stratification of patients with MRD −4 but ≥10−5. PFS of patients in this MRD range was significantly shorter, compared with patients with MRD −5 (hazard ratio [HR], 4.0 [95% CI, 1.6-10.3]; P = .004), but significantly longer, compared with patients with MRD ≥10−4 (HR, 0.44 [95% CI, 0.23-0.87]; P = .018). These results support the clinical utility of the IGHV leader-based NGS assay.

B-Cell receptor (BCR) sequencing has been the force driving many recent advances in chronic lymphocytic leukemia (CLL) research. Here, we discuss the general principles, revelations, and applications of reading the BCR immunome in the context of CLL. First, IGHV mutational status, obtained by measuring the mutational imprint on the IGHV gene of the CLL clonotype, is the cornerstone of CLL risk stratification. Furthermore, the discovery of “BCR-stereotyped” groups of unrelated patients that share not only a highly similar BCR on their leukemic clone, but also certain clinical characteristics has provided insights key to understanding disease ontogeny. Additionally, whereas the BCR repertoire of most CLL patients is characterized by a single dominant rearrangement, next-generation sequencing (NGS) has revealed a rich subclonal landscape in a larger than previously expected proportion of CLL patients. We review the mechanisms underlying these “multiple dominant” cases, including V(D)J-recombination errors, failure of allelic exclusion, intraclonal diversification, and “true” bi- or oligoclonality, and their implications, in detail. Finally, BCR repertoire sequencing can be used for sensitive quantification of minimal residual disease to potentially unprecedented depth. To surmount pitfalls inherent to this approach and develop internationally harmonized protocols, the EuroClonality–NGS Working Group has been established.

Twenty years after landmark publications, there is a consensus that the somatic hypermutation (SHM) status of the clonotypic immunoglobulin heavy variable (IGHV) gene is an important cornerstone for accurate risk stratification and therapeutic decision-making in patients with chronic lymphocytic leukemia (CLL). The IGHV SHM status has traditionally been determined by conventional Sanger sequencing. However, NGS has heralded a new era in medical diagnostics and immunogenetic analysis is following this trend. There is indeed a growing demand for shifting practice and using NGS for IGHV gene SHM assessment, although it is debatable whether it is always justifiable, at least taking into account financial considerations for laboratories with limited resources. Nevertheless, as this analysis impacts on treatment decisions, standardization of both technical aspects, and data interpretation becomes essential. Also, the need for establishing new recommendations and providing dedicated education and training on NGS-based immunogenetics is greater than ever before. Here we address potential and challenges of NGS-based immunogenetics in CLL. We are convinced that this perspective helps the hematological community to better understand the pros and cons of this new technological development for CLL patient management.

A patient on a regimen of idelalisib and corticosteroids for a relapse of follicular lymphoma presented to our emergency ward with a fever of unknown origin. Despite the initiation of broad-spectrum antibiotics and fluids, the patient’s clinical condition deteriorated. Eventually, a diagnosis of disseminated cryptococcosis was established and immunophenotyping revealed complete absence of circulating B and CD4+-T lymphocytes, and a markedly diminished CD8+-T lymphocyte count. In this case, treatment with idelalisib and corticosteroids likely resulted in profound lymphopenia and the first reported instance of disseminated cryptococcosis under this regimen. After the withdrawal of idelalisib and steroids and initiation of antifungal therapy, lymphocyte counts partially recovered. After clinical improvement, the patient could be discharged from the hospital. This case highlights that the combination of idelalisib and corticosteroids can cause significant immunocompromise and opportunistic infections. Additionally, we illustrate the rate of lymphocyte reconstitution after withdrawal from idelalisib and corticosteroids.

The discovery that thalidomide derivatives recruit the E3 ligase CRBN to induce neomorphic degradation of proteins critical for multiple myeloma (MM) cells stimulated the research into proteolysis-targeting chimeric compounds (PROTACs), led to development of several CRBN- or VHL-based PROTACs against various oncoproteins and put a new spotlight on the biology and therapeutic targeting of E3 ligases in human neoplasias. However, so far only a few of the ~600 known/presumed E3 ligases have been leveraged for generation of PROTACs. The mechanisms regulating the function of most E3 ligases have not been systematically examined. Because the function of an E3 ligase is considered essential for anti-tumor activity of its respective PROTACs, we applied CRISPR knock-out (KO) systems to identify candidate regulators of E3 ligase function, via characterizing the the network of genes which modulate MM cell responses to PROTACs. We thus performed genome-scale CRISPR-based gene editing (for loss-of-function, LOF) studies in MM.1S cells treated with PROTACs targeting BET bromodomain proteins through MDM2 (A1874), CRBN (dBET6) or VHL (ARV-771 or MZ-1) or targeting CDK9 through CRBN (Thal-SNS-032); and validated key hits with individual sgRNAs in different MM cell lines. The top individual LOF events conferring resistance to PROTACs did not involve a compensatory mechanism or "work-around" the loss of the respective oncoprotein, but were predominantly associated with LOF of the respective E3 ligase; or with LOF for genes with known or plausible role in regulating the respective E3 ligases. For instance, sgRNAs against members of the COP9 signalosome complex decreased MM cell responses to CRBN- and (to a lesser extent) VHL-, but not MDM2-based PROTACs. PROTACs leveraging different E3 ligases were regulated by different cullin ring ligase (CRL) complex members (e.g. CUL2, RBX1, TCEB1, TCEB2 for VHL- vs. DDB1 for CRBN- vs. no CRL member for MDM2-based PROTACs) or E2 conjugating enzymes (UBE2R2 vs. UBE2G1 for VHL- vs. CRBN-based PROTACs). Collectively, these results suggest that MDM2 regulation is largely CRL- and COP9-signalosome independent; while VHL regulation is less COP9 signalosome-dependent compared to CRBN. These mechanistic differences suggest that PROTACs targeting the same oncoprotein through different E3 ligases should not be associated with cross-resistance, a result which we validated in experiments involving sequential administration of different PROTACs against BRD4/3/2. In turn, this observation implied that developing PROTACs that leverage a more extended spectrum of E3 ligases may facilitate sequential uses of existing and these new PROTACs to delay or prevent treatment resistance. Building on results of our genome-scale CRISPR essentiality screens, we examined the dependency landscape of known E3 ligases of MM (n=20 cell lines) and 500+ non-MM cell lines. CRBN is redundant for nearly all MM or non-MM cell lines tested, while most other E3 ligases leveraged for PROTACs (e.g. MDM2, BIRC2, DCAF15, DCAF16, RNF114) are essential for only modest or small subsets of human cancer cell lines, suggesting that resistance to respective PROTACs may readily emerge through LOF of these E3 ligases without major fitness cost to tumor cells. We thus sought to identify E3 ligases which are highly expressed in subsets of human tumor cell lines (at levels well above the large majority of normal tissues) and are major dependencies for these "high expressor" cell lines: we identified MDM2 as a major dependency for p53-wild-type cell lines (consistent with MDM2 role as E3 ligase for p53) and we validated this result by documenting the preferential activity of a MDM2-based PROTAC for BRD4/3/2 against p53 wild-type cells. We also identified other E3 ligases genes with well-known roles in tumor cell biology (e.g. members of anaphase promoting complex/cyclosome); as well as E3 ligases (e.g. KCMF1, RNF4) which, to our knowledge, have not been leveraged for design of PROTACs, but warrant consideration given their patterns of essentiality in "high expressor" tumor cells. Our study provides insights on differential regulation and distinct patterns of essentiality for different E3 ligases and informs the design of new PROTACs which leverage different E3 ligases to help delay/overcome treatment resistance in MM and beyond. Disclosures Schlossman: Millennium Pharmaceuticals, Inc., a wholly owned subsidiary of Takeda Pharmaceutical Company Limited: Employment. Richardson: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; 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; 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; Karyopharm: Membership on an entity's Board of Directors or advisory committees. Ebert:Broad Institute: Other: Contributor to a patent filing on this technology that is held by the Broad Institute.; Celgene: Research Funding; Deerfield: Research Funding. Tsherniak:Tango Therapeutics: Consultancy. Boise:Genentech Inc.: Membership on an entity's Board of Directors or advisory committees; AstraZeneca: Honoraria, Research Funding. Gray:Gatekeeper, Syros, Petra, C4, B2S and Soltego.: Equity Ownership; Novartis, Takeda, Astellas, Taiho, Janssen, Kinogen, Voronoi, Her2llc, Deerfield and Sanofi.: Equity Ownership, Research Funding. Mitsiades:Takeda: Other: employment of a relative ; Ionis Pharmaceuticals: Honoraria; Fate Therapeutics: Honoraria; Arch Oncology: Research Funding; Sanofi: Research Funding; Karyopharm: Research Funding; Abbvie: Research Funding; TEVA: Research Funding; EMD Serono: Research Funding; Janssen/Johnson & Johnson: Research Funding.

Heterobifunctional proteolysis-targeting chimeric compounds leverage the activity of E3 ligases to induce degradation of target oncoproteins and exhibit potent preclinical antitumor activity. To dissect the mechanisms regulating tumor cell sensitivity to different classes of pharmacological “degraders” of oncoproteins, we performed genome-scale CRISPR-Cas9-based gene editing studies. We observed that myeloma cell resistance to degraders of different targets (BET bromodomain proteins, CDK9) and operating through CRBN (degronimids) or VHL is primarily mediated by prevention of, rather than adaptation to, breakdown of the target oncoprotein; and this involves loss of function of the cognate E3 ligase or interactors/regulators of the respective cullin-RING ligase (CRL) complex. The substantial gene-level differences for resistance mechanisms to CRBN- versus VHL-based degraders explains mechanistically the lack of cross-resistance with sequential administration of these two degrader classes. Development of degraders leveraging more diverse E3 ligases/CRLs may facilitate sequential/alternating versus combined uses of these agents toward potentially delaying or preventing resistance.

Reactive thrombocytosis (RT; thrombocyte count:450 x 109/l) is a condition in which an increase in platelet production, stimulated by cytokines in the bone marrow, is secondary to some condition or circumstance. Although RT does often occur in children, the risk of thromboembolic complications is negligible in this group if they have no other risk factors for thrombosis. In the absence of additional risk factors for thrombosis it seems as though RT in adults does not predispose them to thromboembolic complications either. Patients with RT caused by a non-myeloproliferative malignancy do have an increased risk of thromboembolic complications; antithrombotic prophylaxis might be effective in this group, but there is no scientific evidence for this. We advise a watch-and-wait approach in children and adults with RT who have no other risk factors for thromboembolism, even in patients with extreme thrombocytosis (thrombocyte count:1000 x 109/l). In patients who do have an increased risk of thromboembolic complications we advise tailoring prescription or non-prescription of antithrombotic prophylaxis to the individual patient.

The aim of our qualitative study was to investigate the understanding of patients with intermittent claudication (IC) regarding the etiology and atherosclerotic nature of their disease. Patients were recruited from participants of the SUPER study, a randomized trial comparing angioplasty and supervised exercise therapy for alleviation of IC owing to an iliac artery obstruction. Patients were submitted to explorative, semistructured, in-depth interviews that were fully transcribed, coded, and categorized. We interviewed 19 patients. The majority of respondents (79%) recognized smoking as a major risk factor contributing to the etiology of IC. However, nearly one-half (47%) underestimated the effects of unhealthy dietary and exercise patterns. In contrast, a substantial number of respondents (42%) overestimated the contribution of genetics to the etiology of their disease. Most respondents (79%) were unaware of the fact that IC implies systemic atherosclerosis.This study shows that the patients' interpretation of the etiology and nature of IC was mostly incorrect. Therefore, we suggest that health care providers enhance counseling about etiologic factors and the systemic nature of IC to optimize outcomes of lifestyle adjustments.

Multiple Myeloma (MM) remains incurable in part due to an incomplete understanding of the genes critically responsible for MM cell survival and proliferation. We reasoned that CRISPR/Cas9-based functional genomics could identify genes essential for survival or proliferation of MM cells and define candidate therapeutic targets. We transduced Cas9-expressing RPMI-8226 and MM.1S cells with lentiviral genome-scale GeCKO pooled libraries of sgRNAs. After culture of these cell lines for 2-12 weeks without treatment we identified, based on next generation sequencing, genes with significantly depleted sgRNAs (4-6 sgRNAs/gene, >2-fold average depletion, FDR90% of MM patients, the candidate MM-preferential essential genes are not mutated. Some of these genes are overexpressed in MM vs. non-MM cell lines (CCLE dataset) or patient-derived samples (Broad/MMRF vs. TCGA datasets); induced by BMSC co-culture; proximal to superenhancers; or correlating with clinical outcome. However, these molecular results were not sufficient, collectively or individually, to identify this cohort of MM-preferential essential genes independently of the CRISPR functional data. Targeting lineage-specific dependencies (e.g. ER or AR in breast or prostate Ca, respectively) has provided major clinical benefit in some tumors; while context-specific dependencies are a cornerstone of molecularly-guided individualized treatments. Therefore, by identifying lineage- and context-dependent essential genes for MM, our functional genomic studies in molecularly annotated MM vs. non-MM cell lines provide an attractive framework towards designing novel therapies for MM. Citation Format: Geoffrey M. Matthews, Ricardo de Matos Simoes, Yiguo Hu, Michal Sheffer, Olga Dashevsky, Eugen Dhimolea, Paul J. Hengeveld, Brian J. Glassner, Sara Gandolfi, Megan A. Bariteau, Quinlan Sievers, Benjamin L. Ebert, Franciska Vazquez, Aedin Culhane, Constantine S. Mitsiades. Characterization of lineage vs. context-dependent essential genes in multiple myeloma using CRISPR-Cas9 genome editing [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr LB-118. doi:10.1158/1538-7445.AM2017-LB-118

Multiple Myeloma (MM) remains an incurable malignancy in part because of an incomplete understanding of which genes are critically responsible for MM cell survival and proliferation. To address this unmet need, and building on our recent functional genomics studies with the CRISPR/Cas9 gene editing platform (ASH 2015; Int. MM Workshop, Rome 2015), we reasoned that quantification of sgRNA depletion in the absence of any treatment could identify genes essential for the survival or proliferation of MM cells and better define their role as candidate therapeutic targets. To this end, we transduced Cas9-expressing RPMI-8226 and MM.1S cells with the lentiviral genome-scale GeCKO pooled library of sgRNAs. After culture of these cell lines for 2, 6, 8 or 12 weeks without any treatment, we identified, based on next generation sequencing for the sgRNA sequences, genes with significantly depleted sgRNAs (4-6 sgRNAs/gene, >2-fold average depletion, FDR=0.05, based on MAGECK algorithm) in Cas9+ cells compared to their initial sgRNA plasmid pools, baseline cultures, or isogenic parental Cas9-negative cells. These results were confirmed for each cell line with a 2nd independent genome-wide analysis and with a focused sgRNA library containing a subset of candidates defined by the genome-wide analyses. We compared these results with data from our in-house or publicly available CRISPR/Cas9 gene editing studies, involving a total of 50 cell lines from other hematologic malignancies (leukemia, lymphoma) and from 8 different types of solid tumors. We identified 3 broad categories of essential genes in MM cells: a) core essential genes, with sgRNA depletion across the majority of MM and non-MM lines of our study, representing cellular processes critical for practically all lineages (e.g. genes involved in regulation of basic transcription factor complexes, ribosomal function, proteasome, spliceosome, structural proteins for mitochondria and other key organelles, et.c.); b) genes selectively essential for MM cell lines, but not for the overwhelming majority of leukemia, lymphoma or solid tumor cell lines; c) genes with a role in small subset(s) of cell lines, across diseases, which harbor defined genetic features correlating with this dependency. We integrated our CRISPR/Cas9-based data on MM-selective essential genes with a reanalysis of the Achilles Heel shRNA screen in MM and non-MM cell lines (10 and 493, respectively) of the Cell Line Encyclopedia Program (CCLE) program. We applied a series of statistical tests (e.g. Wilcoxon rank test or marker selection feature of GENE-E algorithm with 1000 permutation tests) to identify genes with a significantly lower rank in sgRNA or shRNA depletion in MM vs. non-MM cell lines, across different specific thresholds for fold change and statistical significance. We identified more than 50 high-value candidate target genes with preferential essentiality in MM, compared to non-MM cell lines of diverse lineages. Prominent examples of such MM-selective, essential genes included: transcription factors (e.g. IRF4, CCND2, MAF, NFKB1, NFKB2, RELA, RELB); otherNF-kB-related genes (e.g. IKBKB); PIM2 (but not PIM1 or PIM3 in this cell line panel); regulators of protein homeostasis, including diverse E2 and E3 ubiquitin ligases; and several other known or biologically-plausible dependencies which are under further evaluation. Many of these MM-selective dependencies exhibited significantly higher expression in MM, compared to non-MM cells, both in cell lines (based on the CCLE dataset) and patient-derived samples (comparison of Broad/MMRF vs. TCGA datasets, respectively). Notable observations of context-dependent essential genes include ARID1A in MM.1S cells (plausibly due to deficiency in its paralog ARID1B); and cases of both MM and non-MM cells with RAS mutations but lack of dependency on that gene. Targeting of lineage-specific dependencies (e.g. ER or AR in breast or prostate Ca, respectively) has provided major clinical benefit in some tumors; while context-specific dependencies are a cornerstone of molecularly-guided individualized treatments. Therefore, by identifying lineage- and context-dependent essential genes for MM, our integrated genome-wide CRISPR/Cas9 and shRNA analyses in molecularly annotated panels of MM vs. non-MM cell lines provide an attractive framework towards designing novel therapies for MM. Disclosures No relevant conflicts of interest to declare.

Multiple myeloma (MM) is an incurable malignancy with an unmet need for novel therapeutic modalities. Moreover, acquired or de novo resistance to established or novel therapeutics remains a major challenge in this, and other, neoplasias. BET Bromodomain inhibitors (BBIs), including JQ1, have potent anti-MM activity in vitro and in in vivo, but do not provide curative outcome and do not induce apoptosis in most cell types. We sought to investigate dBET, a class of BBIs that induce degradation of BET Bromodomains (BRDs) through CRBN-mediated ubiquitination and proteasomal degradation, in drug-resistant MM. Additionally, we posited that resistance to dBET treatment would emerge through genetic perturbations and wished to uncover potential mechanisms prior to its clinical utilization. To address this, we compared effects of optimized lead compound, dBET6, with JQ1 on a panel of MM cell lines, including clones resistant to JQ1 or bortezomib and assessed viability using CS-BLI/CTG assay and BRD/c-MYC expression by western blot. Using an open-ended unbiased genome-wide CRISPR (clustered regularly interspaced short palindromic repeats)-associated Cas9 approach, we examined whether we could uncover genes associated with resistance to dBET6. MM1.S cells were transduced with Cas9 and pooled lentiviral particles of the GeCKO library, consisting of 2 pooled sgRNA sub-libraries (∼120,000 sgRNAs; targeting ∼19,000 genes and ∼1800 miRNAs). Using this CRISPR/Cas9-based approach we sought to expedite the isolation of MM cells resistant to dBET6. We treated the pool of cells thrice with dBET (≥IC80), allowing regrowth between treatments and maintaining a coverage of 1000 cells/sgRNA. dBET6-resistant cells were processed to quantify sgRNA enrichment or depletion, using deep sequencing. We observed dBET6 to have significantly greater potency against MM cells than JQ1, or its combination with lenalidomide, and that MM1S.CRBN-/- cells were resistant to dBET6. Resistance to neither JQ1 nor Bortezomib conferred resistance to dBET6. We observed dBET6 to induce rapid ( Citation Format: Geoffrey M. Matthews, Yiguo Hu, Michal Sheffer, Paul J. Hengeveld, Dennis L. Buckley, Megan A. Bariteau, Haley Poarch, James E. Bradner, Constantine S. Mitsiades. BET bromodomain degradation as a therapeutic strategy in drug-resistant multiple myeloma. [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 4713.

Myeloablative high-dose melphalan (HDM) followed by autologous stem cell transplantation (ASCT) remains one of the cornerstones of multiple myeloma (MM) treatment. Conceptually, HDM is based on the notion that a single melphalan dose (typically 200 mg/m2) exceeding the myelotoxicity threshold is associated with a steep increase in the dose response curve and higher degree of MM cell killing compared to fractionated delivery (without the need for hematopoietic stem cell support) of the same cumulative dose. Despite its importance in the therapeutic management of MM, HDM-ASCT is not considered a curative procedure, presumably because chemoresistant subpopulations of MM cells survive HDM and lead to eventual relapse. Elucidating the molecular mechanisms responsible for resistance to HDM in MM could have major implications for the identification of patients with the highest probability of major clinical benefit from this procedure. However, these resistance mechanisms remain incompletely understood. To address this void in the field, we examined whether an open-ended unbiased genome-wide functional characterization of MM cells could uncover genes associated with resistance to HDM and quantify the degree to which other, non-genetically determined, mechanisms of resistance contribute to this process. Specifically, we used the human myeloma cell line MM1.S, transduced with lentiviral construct for the Cas9 nuclease and with pooled lentiviral particles of the GeCKO library (Shalem et al., 2014), which consists of 2 pooled single guide RNA (sgRNA) sub-libraries (~120,000 sgRNAs; targeting ~19,000 genes and ~1800 miRNAs). Using this CRISPR/Cas9-based approach to mutagenize and cause loss of function of the genes recognized by the respective sgRNAs, we sought to facilitate the prospective isolation of MM cells resistant to HDM. To better simulate the exposure of MM cells to HDM in the autologous transplant setting, we adapted our in vitro treatment to include an initial dose of 25 µM of melphalan and sequential one-hour interval partial wash-outs, to achieve gradual reduction of melphalan concentrations, consistent with the pharmacokinetic profile observed in the clinical setting (Nath et al., 2010). We repeated twice the genome-wide knock-out screens, with biological replicates on both the transduction and cell culture level (maintaining a coverage of at least 1000 cells per individual sgRNA). While the in vitro simulation of clinical HDM with our wash-out regimen achieved >99% estimated reduction in MM cell viability in both screens, viable cells re-emerged in cultures from all biological and technical replicates. HDM-resistant cells were processed to quantify their sgRNA enrichment or depletion, using next generation sequencing, and also characterize the sensitivity of these MM cells to repeat exposure to HDM concentrations consistent with the genome-wide CRISPR screens. We observed that, despite having survived a previous round of exposure to HDM, the majority (>90%) of these sgRNA-transduced cells were again highly responsive to repeat treatment with HDM. A similar result was also obtained with MM1.S cells which had not been previously transduced with the sgRNA sub-libraries. While ongoing investigation in our lab addresses these findings on additional MM cell lines, these observations on a well-established MM cell line model of melphalan responsiveness raises the intriguing possibility that genetically-determined forms of HDM resistance, conferred after an unbiased genome scale evaluation through the CRISPR/Cas9-editing methodology, may only represent a small fraction of the MM cells which survive a round of HDM treatment, and that other non-genetically determined mechanisms may mediate the principal mode of resistance, even in the cell autonomous context of our experiments. In turn, this suggests that future efforts to individualize the administration of HDM-ASCT in patients and their post-ASCT monitoring should not rely exclusively on genetic markers identified and validated from preclinical experimentation with repeated rounds of MM cell exposure to the equivalent of myelotoxic melphalan concentrations. Instead, renewed emphasis is warranted on identification of functional markers correlating with the ability of MM cells to develop transient resistance to HDM, even in the absence of constitutive genetically-determined mechanisms of resistance. Disclosures Mitsiades: Novartis: Research Funding; TEVA: Research Funding; Janssen/Johnson & Johnson: Research Funding.