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Large deletions (>10.9 MB) in 17p and bi-allelic TP53 inactivation events in newly-diagnosed multiple myeloma are associated with higher clonal cell fraction and poor prognosis [Meeting Abstract]
Towfic, F; Thakurta, A; Flynt, E; Walker, B; Morgan, G; Bisht, K; Jeyaraju, D; Ortiz, M; Mavrommatis, K; Hsu, C -C; Gooding, S
Deletions in Chromosome 17p (del17p) are associated with poor outcome in Multiple Myeloma (MM). We compiled a cohort of 139 whole-exome and whole-genome sequenced del17p newly diagnosed patient tumors and correlated the size of the deletion, as calculated by controlFreec, against progression-free and overall survival. Large (> 10.9MB) deletions in chromosome 17p that included TP53 region were significantly associated with poorer overall survival (mOS = 28.8 months vs. mOS = 45.0 months, pval= 0.047). Further, patients with large del17p deletions were more likely to be bi-allelic TP53 with high clonal cell fraction (CCF) for deletion of TP53 (p < 0.05). We identified a gene expression signature composed of genes in the 17p region that were associated with high CCF and large TP53 deletions. Compared to low CCF tumors, gene expression pathways uniquely downregulated to large-deletion 17p tumors included mitotic checkpoint (p < 0.05) and spindle formation (p < 0.05) pathways. This analysis suggests that biallelic inactivation or large TP53 deletion are involved in early events associated with myelomagenesis and in-part drive high-risk phenotype. Further clinical data validation in relapsed setting and experimental validation of TP53-driven pathways and targets in isogenic CRISPR and KD models are ongoing and Results: from these analyses will be presented. Keywords: Genetic profiling genomic architecture Overall survival Tracks: Multiple Myeloma Genomics
Copyright
EMBASE:2003393847
ISSN: 2152-2669
CID: 4152142
Circulating cell free DNA is a biomarker for GEP70 risk score and tumor burden in myeloma [Meeting Abstract]
Deshpande, S; Wang, Y; Tytarenko, R; Ashby, C; Boyle, E; Schinke, C; Thanendrarajan, S; Zangari, M; Davies, F; Morgan, G; van, Rhee F; Walker, B
Background: Multiple myeloma (MM) is a heterogeneous disease with variable outcomes. In the past several years, serum proteins, cytogenetics and gene expression profiling (GEP) have been used to predict outcomes of MM patients. Patients identified by the prognostic GEP70 gene signature as high risk (HR) have more aggressive disease and shorter survival compared to patients identified as low risk (LR). We have analyzed cfDNA levels in LR and HR patients and determined its correlation to GEP70 risk score. In a subset of patients, we performed low-pass whole genome sequencing (LP-WGS) and targeted sequencing to determine genomic alterations in cfDNA.
Method(s): GEP was performed on CD138+ plasma cells from bone marrow using Affymetrix U133 Plus 2.0 arrays. Low-risk (n=38) and high-risk MM patients (n=44) as determined by GEP70 score were selected. Plasma cells in bone marrow aspirate were ascertained for tumor burden by flow cytometry. cfDNA was extracted from plasma using QIAamp circulating nucleic acid kit (Qiagen) and was measured using Qubit fluorometer. In a subset of patients, plasma cfDNA, matched tumor DNA and matched white blood cell genomic DNA were sequenced using a targeted panel covering key driver genes and immunoglobulin regions involved in translocations in myeloma. Targeted sequencing was performed on NextSeq500 (Illumina) to a depth of 400-600x. LP-WGS was performed at 0.1X coverage. Sequencing data were analyzed using Strelka and ichor.
Result(s): Total cfDNA (ng/ml plasma) was significantly higher in the HR group compared to the LR group, median cfDNA LR=18.76 ng/ml range 0.2-140 ng/ml plasma vs. HR=33 ng/ml plasma range 7.3-726.66 ng/ml; p=0.02. cfDNA levels among different GEP subgroups did not reach significance, however patients in the PR subgroup had higher cfDNA in plasma compared to other subgroups. Ranked cfDNA levels correlated with GEP risk score r=0.32, p=0.0029 (Spearman's test). cfDNA levels also correlated with tumor burden r=0.41, p<0.0001 (Pearson's test). Additionally, LP-WGS analysis performed in a subset of patients showed that circulating tumor DNA (ctDNA) fraction correlated strongly with GEP70 risk score (Spearman r=0.83, p=0.0012). Monitoring of cfDNA levels in patients before and after chemotherapy showed an increase in cfDNA levels between 3-5 days after chemotherapy and fell to baseline levels a week later. Variant allele frequencies of NRAS and KRAS mutations were higher immediately post-chemotherapy compared to baseline in 3/4 patients.
Conclusion(s): cfDNA levels correlate with GEP70 risk score. In the small subset of sequenced patients, ctDNA fraction also correlated with GEP70 risk score. Molecular monitoring of myeloma using cfDNA can capture the mutational landscape in myeloma and can be a potential prognostic biomarker for MM disease. Keywords: cell-free DNA Gene expression profiling Whole genome sequencing Tracks: Multiple Myeloma Genomics
Copyright
EMBASE:2003393965
ISSN: 2152-2669
CID: 4152932
Sequential minimal residual disease (MRD) monitoring: Results from the UK Myeloma XI trial [Meeting Abstract]
De, Tute R; Cairns, D; Rawstron, A; Pawlyn, C; Davies, F; Jones, J; Kaiser, M; Hockaday, A; Striha, A; Cook, G; Russell, N; Drayson, M; Jenner, M; Gregory, W; Morgan, G; Jackson, G; Owen, R
MRD is a powerful predictor of survival outcomes in multiple myeloma but treatment regimens show increasing duration and complexity for both TE and TNE populations. For this reason, sequential assessments are preferable to single timepoints. This has been evaluated in the Myeloma XI trial, which was a phase 3 trial with three potential randomisations to determine induction therapy, consolidation therapy and maintenance in both TE and TNE patients. Bone marrow aspirates were obtained after induction, post consolidation (if given), post ASCT for TE patients and 6 months post maintenance randomisation. MRD was assessed using flow cytometry (minimum sensitivity 0.004%). This analysis represents a subset of 1630 samples that represent all patient groups and therapeutic timepoints. Overall MRD-negativity post-induction was 164/722 (22.7%). 70.1% of patients randomised to CCRD were MRD-negative compared to 19.6% after CTD or RCD in TE patients and 12.7% after CTDa and 19.2% after RCDa (p <0.001) in TNE patients. Levels of residual disease in MRD-positive patients were lower following CCRD induction; median 0.08% of leucocytes (range 0.001-9.5%), compared to medians of 0.31%, 0.23%, 0.38% and 0.42% following CTD, RCD, CTDa and RCDa respectively. MRD-negativity was demonstrated in 16/54 (29.7%) of patients who received bortezimib-based consolidation following a suboptimal response to induction. Post ASCT, 257/413 (62%) of samples were MRD-negative, with a significant increase in MRD-negativity rate relative to post induction seen with CTD (59.2% vs 19.6% post induction) and RCD (53.6% vs to 19.6% post induction). The level of conversion from MRD-positive post induction to MRD-negative post-ASCT was lower in the CCRD cohort (83.3% MRD-negative post ASCT compared to 70.1% following induction). Amongst the patients who underwent maintenance randomisation, MRD-negativity was demonstrated in 238/413 (57.6%). Conversion to MRD-negativity was seen in 32% of MRD-positive patients on lenalidomide maintenance, whilst those patients who became MRD-positive during maintenance had poor outcome. For those patients that remained MRD-positive, lower levels of residual disease were noted in those receiving maintenance (median 0.15% on maintenance vs 0.39%, p=0.04). Sequential MRD monitoring allows for the assessment of individual components of complex myeloma therapeutic strategies. It enables comparison of induction regimens, possibly identifying patients that may not require ASCT. Consolidation or maintenance strategies can also be assessed. This data suggests a potential future role for flow cytometric MRD assessment in individual patient management. A full dataset of >4000 samples and mature outcome data will be presented at the meeting. Keywords: Flow Cytometry Minimal residual disease Tracks: Myeloma Response Assessment including MRD
Copyright
EMBASE:2003393838
ISSN: 2152-2669
CID: 4152152
Targeting both BET and CBP/EP300 proteins with the novel dual inhibitors NEO2734 and NEO1132 leads to anti-tumor activity in Multiple Myeloma [Meeting Abstract]
Ryan, K; Dent, J; Giles, F; Morgan, G; Walker, B
Introduction /Background: Multiple myeloma (MM) is a malignancy that is characterized by clonal proliferation of neoplastic plasma cells. Epigenomic abnormalities contribute to the pathogenesis of MM. Bromodomain 4 (BRD4), a member of the bromodomain and extra terminal (BET) family, binds to acetylated histones during M/G1 transition in the cell cycle promoting progression to S phase. Other histone modifiers include the acetyltransferases cyclic AMP response element binding protein-binding protein (CBP) and the E1A interacting protein of 300 kDa (EP300). Disruption of these epigenetic processes leads to altered gene function and tumorigenesis, and contributes to the pathogenesis of MM. A number of studies have shown that targeting these individual classes of proteins has anti-tumor activity in MM cell lines (MMCLs), as well as other cancers. Here we present the first data exploring the anti-tumor activity of the novel dual inhibitors of BET and CBP/EP300 in MM.
Method(s): 16 MMCLs were exposed to increasing concentrations of dual BET/CBP inhibitors NEO2734 and NEO1132, single BETis JQ1, OTX015, iBET-762 and iBET-151, and a single CBP/EP300 inhibitor CPI-637 for 72 hrs. Cell viability, cell cycle and protein levels were analysed in MMCLs following exposure to compounds.
Result(s): 16 MMCLs were exposed to NEO2734 and NEO1132. The compounds showed anti-tumor activity with a median IC50 of 140 nM (95% C.I., 62-284 nM) and 402 nM (95% C.I., 153-817 nM) respectively, with NEO2734 being significantly more potent that NEO1132 (P<0.001). As a comparison, all MMCLs were exposed to the BETis JQ1, OTX015, iBET-762 and iBET-151, and to a CBP/EP300 inhibitor CPI-637, the median IC50 values of these compounds were 83 nM (95% C.I., 40-155 nM), 250 nM (95% C.I., 110-497 nM), 360 nM (95% C.I., 178-912 nM), 687 nM (95% C.I., 313-1316 nM) and 1970 mM (95% C.I., 606-5250 nM) respectively. The novel dual inhibitor NEO2734 was more potent than the single BET inhibitors iBET-762 (P = 0.0084), iBET-151 (P = <0.0001) and the CBP/EP300 inhibitor CPI-637 (P = <0.0001), and showed no significant difference from the highly potent JQ1 and OTX015 inhibitors (P = 0.067 and P = 0.056 respectively). When comparing the IC50 across the different MMCLs JQ1 ranks as consistently the most potent followed by NEO2734 for each of the MMCLs tested. Sensitivity to compounds differs for each MMCL with some being more sensitive than others. Like the single BET and CBP/EP300 inhibitors, NEO2734 and NEO1132 induce a G1 cell cycle arrest in sensitive MMCLs at 24 hrs. We also observed a marked decreased in the levels of proteins regulated by BET and CBP/EP300, including c-Myc and IRF4, following compound exposure indicating an effect on the regulatory domains.
Conclusion(s): The dual BET and CBP/EP300 inhibitor NEO2734 shows a strong anti-tumor activity and is consistently highly active against all MMCLs, being as potent as JQ1 and more so than other single BET and CBP/EP300 inhibitors. Keywords: BET/BRD4 CBP/EP300 Dual inhibitor Tracks: Multiple Myeloma Novel Agents
Copyright
EMBASE:2003393960
ISSN: 2152-2669
CID: 4152942
Combination of flow cytometry and functional imaging for monitoring of residual disease in myeloma
Rasche, L; Alapat, D; Kumar, M; Gershner, G; McDonald, J; Wardell, C P; Samant, R; Van Hemert, R; Epstein, J; Williams, A F; Thanendrarajan, S; Schinke, C; Bauer, M; Ashby, C; Tytarenko, R G; van Rhee, F; Walker, B A; Zangari, M; Barlogie, B; Davies, F E; Morgan, G J; Weinhold, N
The iliac crest is the sampling site for minimal residual disease (MRD) monitoring in multiple myeloma (MM). However, the disease distribution is often heterogeneous, and imaging can be used to complement MRD detection at a single site. We have investigated patients in complete remission (CR) during first-line or salvage therapy for whom MRD flow cytometry and the two imaging modalities positron emission tomography (PET) and diffusion-weighted magnetic resonance imaging (DW-MRI) were performed at the onset of CR. Residual focal lesions (FLs), detectable in 24% of first-line patients, were associated with short progression-free survival (PFS), with DW-MRI detecting disease in more patients. In some patients, FLs were only PET positive, indicating that the two approaches are complementary. Combining MRD and imaging improved prediction of outcome, with double-negative and double-positive features defining groups with excellent and dismal PFS, respectively. FLs were a rare event (12%) in first-line MRD-negative CR patients. In contrast, patients achieving an MRD-negative CR during salvage therapy frequently had FLs (50%). Multi-region sequencing and imaging in an MRD-negative patient showed persistence of spatially separated clones. In conclusion, we show that DW-MRI is a promising tool for monitoring residual disease that complements PET and should be combined with MRD.
PMID: 30573775
ISSN: 1476-5551
CID: 3695502
Clonal evolution in myeloma: the impact of maintenance lenalidomide and depth of response on the genetics and sub-clonal structure of relapsed disease in uniformly treated newly diagnosed patients
Jones, John R; Weinhold, Niels; Ashby, Cody; Walker, Brian A; Wardell, Christopher; Pawlyn, Charlotte; Rasche, Leo; Melchor, Lorenzo; Cairns, David A; Gregory, Walter M; Johnson, David; Begum, Dil B; Ellis, Sidra; Sherborne, Amy L; Cook, Gordon; Kaiser, Martin F; Drayson, Mark T; Owen, Roger G; Jackson, Graham H; Davies, Faith E; Greaves, Mel; Morgan, Gareth J
The emergence of treatment resistant sub-clones is a key feature of relapse in multiple myeloma. Therapeutic attempts to extend remission and prevent relapse include the maximisation of response and use of maintenance therapy. We used whole exome sequencing to study the genetics of paired presentation and relapse samples from 56 newly diagnosed patients, following induction therapy, randomised to receive either lenalidomide maintenance or observation as part of the Myeloma XI trial. Patients included were considered high risk, relapsing within 30 months of maintenance randomisation. Patients achieving a complete response had predominantly branching evolutionary patterns leading to relapse, characterised by a greater mutational burden, an altered mutational profile, bi-allelic inactivation of tumour suppressor genes, and acquired structural aberrations. Conversely, in patients achieving a partial response the evolutionary features were predominantly stable with a similar mutational and structural profile. There were no significant differences between patients relapsing after maintenance lenalidomide vs observation. This study shows that the depth of response is a key determinant of the evolutionary patterns seen at relapse.
PMID: 30733268
ISSN: 1592-8721
CID: 3649732
FRAX is a robust predictor of baseline vertebral fractures in multiple myeloma patients
Atrash, Shebli; Dua, Isha; Buros, Amy F; Van Rhee, Fritz; Suva, Larry J; Thanendrarajan, Sharmilan; Schinke, Carolina; Davies, Faith; Morgan, Gareth; Zangari, Maurizio
FRAX is a commonly used tool to evaluate patient fracture risk based on individual patient models that integrate the risks associated with clinical risk factors with or without bone mineral density (BMD) at the femoral neck. Retrospectively, factors identified by the FRAX scoring algorithm were used to predict the risk for vertebral compression fractures at baseline in newly diagnosed multiple myeloma patients. The data were derived from myeloma patients enrolled in Total Therapy Protocols (TT4 & TT5) between 8/2008 and 9/2017. FRAX scores were calculated and baseline PET and MRI imaging obtained. Univariate and multivariate logistic regression analyses determined the association between FRAX components and the existence of vertebral compression fractures, both pathologic and osteoporotic. The patient population had a median age of 61 years (43-76), 37% female, and 87% white. The median major osteoporotic score (MOS) and Hip fracture scores (HFS) for TT4 patients (low-risk myeloma) were 5.6 and 0.5, respectively, while median MOS and HFS for TT5 (high risk myeloma) patients were 6.2 and 0.7, respectively. The odds ratio for fracture at diagnosis in patients with elevated MOS (>2), and HFS (>4.5) was significant OR (1.48, 95% confidence interval (1.35,1.62)) and OR (1.61, 95% confidence interval (1.42, 1.81)), respectively. In sum, an elevated baseline FRAX score was highly predictive of baseline vertebral fractures in MM patients at presentation. In addition, patients with higher FRAX scores had significantly shorter survival in the low-risk (TT4) group but this survival effect was not seen in the high-risk (TT5) group. These findings suggest that FRAX assessment of baseline fracture risk is beneficial in MM patients to identify an individual patients' risk of vertebral fracture.
PMID: 30244157
ISSN: 1873-2763
CID: 3695472
A clinical prediction model for outcome and therapy delivery in transplant-ineligible patients with myeloma (UK Myeloma Research Alliance Risk Profile): a development and validation study
Cook, Gordon; Royle, Kara-Louise; Pawlyn, Charlotte; Hockaday, Anna; Shah, Vallari; Kaiser, Martin F; Brown, Sarah R; Gregory, Walter M; Child, J Anthony; Davies, Faith E; Morgan, Gareth J; Cairns, David A; Jackson, Graham H
BACKGROUND:Tolerability of treatments for multiple myeloma can depend on the characteristics of the patient being treated. We aimed to develop and validate a risk profile, using routinely collected data, that could predict overall survival in patients with multiple myeloma who were ineligible for stem-cell transplantation. METHODS:We used patient data from two randomised controlled trials done in patients with newly diagnosed multiple myeloma who were ineligible for stem-cell transplantation (the NCRI Myeloma XI study [NCRI-XI, n=1852] and the MRC Myeloma IX study [MRC-IX, n=520]), to develop the UK Myeloma Research Alliance Risk Profile (MRP) for overall survival. We used multivariable Cox regression with a least absolute shrinkage and selection operator penalty term. Multiple imputation by chained equations was used to account for missing data in the development and internal validation of the model. The MRP was internally validated in NCRI-XI and externally validated in MRC-IX. The D-statistic was estimated in the developed model and used to internally and externally validate the model according to prespecified criteria. FINDINGS/RESULTS:The MRP included WHO performance status, International Staging System, age, and C-reactive protein concentration as prognostic variables. The MRP was prognostic of overall survival and was successfully internally validated in NCRI-XI and externally validated in MRC-IX (D-statistic NCRI-XI: 0·840 [95% CI 0·718-0·963] and MRC-IX: 0·654 [0·497-0·811]). The MRP groups defining low-risk, medium-risk, and high-risk patients were associated with progression-free survival and early mortality. A decrease in the percentage of protocol dose delivered and quality of life at baseline were associated with increased risk. The MRP groups remained prognostic in patients exposed to different therapeutic combinations and in patients with genetic high-risk disease defined according to both the UK and International Myeloma Working Group definitions. INTERPRETATION/CONCLUSIONS:We have developed and externally validated a risk profile for overall survival containing widely available clinical parameters. This risk profile could aid decision making in patients with multiple myeloma ineligible for stem-cell transplantation, but further external validation is required. FUNDING/BACKGROUND:Medical Research Council, Novartis, Schering Health Care, Chugai, Pharmion, Celgene, Ortho Biotech, Cancer Research UK, Celgene, Merck Sharp & Dohme, and Amgen.
PMID: 30738834
ISSN: 2352-3026
CID: 3649742
Subclonal evolution in disease progression from MGUS/SMM to multiple myeloma is characterised by clonal stability
Dutta, Ankit K; Fink, J Lynn; Grady, John P; Morgan, Gareth J; Mullighan, Charles G; To, Luen B; Hewett, Duncan R; Zannettino, Andrew C W
Multiple myeloma (MM) is a largely incurable haematological malignancy defined by the clonal proliferation of malignant plasma cells (PCs) within the bone marrow. Clonal heterogeneity has recently been established as a feature in MM, however, the subclonal evolution associated with disease progression has not been described. Here, we performed whole-exome sequencing of serial samples from 10Â patients, providing new insights into the progression from monoclonal gammopathy of undetermined significance (MGUS) and smouldering MM (SMM), to symptomatic MM. We confirm that intraclonal genetic heterogeneity is a common feature at diagnosis and that the driving events involved in disease progression are more subtle than previously reported. We reveal that MM evolution is mainly characterised by the phenomenon of clonal stability, where the transformed subclonal PC populations identified at MM are already present in the asymptomatic MGUS/SMM stages. Our findings highlight the possibility that PC extrinsic factors may play a role in subclonal evolution and MGUS/SMM to MM progression.
PMCID:6365384
PMID: 30046162
ISSN: 1476-5551
CID: 3649652
Mesenchymal stem cells gene signature in high-risk myeloma bone marrow linked to suppression of distinct IGFBP2-expressing small adipocytes
Mehdi, Syed J; Johnson, Sarah K; Epstein, Joshua; Zangari, Maurizio; Qu, Pingping; Hoering, Antje; van Rhee, Frits; Schinke, Carolina; Thanendrarajan, Sharmilan; Barlogie, Bart; Davies, Faith E; Morgan, Gareth J; Yaccoby, Shmuel
Recent studies suggest that multiple myeloma (MM) induces proliferation and expansion of bone marrow (BM) mesenchymal stem cells (MSCs), but others showed that MM cells induce MSC senescence. To clarify the interaction between MM and MSCs, we exploited our established MSC gene signature to identify gene expression changes in myeloma MSCs and associated functional differences. Single MSCs from patients with MM had changes in expression of genes associated with cellular proliferation and senescence and a higher proportion of senescent cells and lower proliferative potential than those from age-matched healthy donors. Single MSCs from both sources heterogeneously express MSC genes associated with adipogenesis and osteoblastogenesis. We identified the gene encoding insulin-like growth factor-binding protein 2 (IGFBP2), an MSC gene commonly altered in high risk MM, as under-expressed. Morphologically, IGFBP2+ cells are underrepresented in MM BM compared to smouldering MM. Strong IGFBP2 and adiponectin co-expression was detected in a subset of small adipocytes. Co-culturing normal MSCs with myeloma cells suppressed MSC differentiation to adipocytes and osteoblasts, and reduced expression of IGFBP2 and adiponectin. Recombinant IGFBP2 blocked IGF1-mediated myeloma cell growth. Our data demonstrate that myeloma MSCs are less proliferative and that IGFBP2+ small adipocytes are a distinct mesenchymal cell population suppressed by myeloma.
PMCID:6361704
PMID: 30408155
ISSN: 1365-2141
CID: 3649682