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  • 1
    In: ESMO Open, Elsevier BV, Vol. 3, No. 6 ( 2018), p. e000408-
    Type of Medium: Online Resource
    ISSN: 2059-7029
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2018
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  • 2
    In: Genes, Chromosomes and Cancer, Wiley, Vol. 54, No. 2 ( 2015-02), p. 91-98
    Abstract: Risk stratification in myeloma requires an accurate assessment of the presence of a range of molecular abnormalities including the differing IGH translocations and the recurrent copy number abnormalities that can impact clinical behavior. Currently, interphase fluorescence in situ hybridization is used to detect these abnormalities. High failure rates, slow turnaround, cost, and labor intensiveness make it difficult and expensive to use in routine clinical practice. Multiplex ligation‐dependent probe amplification (MLPA), a molecular approach based on a multiplex polymerase chain reaction method, offers an alternative for the assessment of copy number changes present in the myeloma genome. Here, we provide evidence showing that MLPA is a powerful tool for the efficient detection of copy number abnormalities and when combined with expression assays, MLPA can detect all of the prognostically relevant molecular events which characterize presenting myeloma. This approach opens the way for a molecular diagnostic strategy that is efficient, high throughput, and cost effective. © 2014 The Authors. Genes, Chromosomes & Cancer Published by Wiley Periodicals, Inc.
    Type of Medium: Online Resource
    ISSN: 1045-2257 , 1098-2264
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2015
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  • 3
    In: Nature Communications, Springer Science and Business Media LLC, Vol. 6, No. 1 ( 2015-04-23)
    Type of Medium: Online Resource
    ISSN: 2041-1723
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2015
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  • 4
    In: Neuro-Oncology Advances, Oxford University Press (OUP), Vol. 3, No. 1 ( 2021-01-01)
    Abstract: The use of liquid biopsy is of potential high importance for children with high grade (HGG) and diffuse midline gliomas (DMG), particularly where surgical procedures are limited, and invasive biopsy sampling not without risk. To date, however, the evidence that detection of cell-free DNA (cfDNA) or circulating tumor DNA (ctDNA) could provide useful information for these patients has been limited, or contradictory. Methods We optimized droplet digital PCR (ddPCR) assays for the detection of common somatic mutations observed in pediatric HGG/DMG, and applied them to liquid biopsies from plasma, serum, cerebrospinal fluid (CSF), and cystic fluid collected from 32 patients. Results Although detectable in all biomaterial types, ctDNA presented at significantly higher levels in CSF compared to plasma and/or serum. When applied to a cohort of 127 plasma specimens from 41 patients collected from 2011 to 2018 as part of a randomized clinical trial in pediatric non-brainstem HGG/DMG, ctDNA profiling by ddPCR was of limited use due to the small volumes (mean = 0.49 mL) available. In anecdotal cases where sufficient material was available, cfDNA concentration correlated with disease progression in two examples each of poor response in H3F3A_K27M-mutant DMG, and longer survival times in hemispheric BRAF_V600E-mutant cases. Conclusion Tumor-specific DNA alterations are more readily detected in CSF than plasma. Although we demonstrate the potential of the approach to assessing tumor burden, our results highlight the necessity for adequate sample collection and approach to improve detection if plasma samples are to be used.
    Type of Medium: Online Resource
    ISSN: 2632-2498
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2021
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  • 5
    In: Neuro-Oncology, Oxford University Press (OUP), Vol. 24, No. Supplement_1 ( 2022-06-03), p. i27-i28
    Abstract: Paediatric-type diffuse high-grade gliomas are classified into distinct subgroups based upon their location and defining molecular alterations, with very poor clinical outcomes in patients & gt;3yrs. This extensive inter-tumour heterogeneity is further complicated by a wide diversity of genotypically- and phenotypically-distinct subclonal populations within individual tumours, providing a substantial barrier to developing effective treatments. We have sought to understand the dynamic cellular make-up of PDHGGs such that novel strategies aimed at targeting specific subpopulations based upon their contribution to disease progression as whole may be employed. Two complementary approaches have been undertaken to address this – first by carrying out single-cell profiling of bulk specimens, and the second isolation and propagation of single-cell-derived stem cell-like cultures in vitro. To-date we have studied 10 cases and a total of 218 subclonal colonies from both DMG-H3K27 and DHG-WT. In a spinal metastatic case of DMG-H3K27, lpWGS-FISH highlighted subpopulations driven by mis-segregation of amplified oncogenic ecDNA, and mutually exclusive subpopulations defined by MYCN, PDGFRA and CCND1. Through integrated analysis of scRNA-seq and scATAC-seq, we show distinct chromatin accessibility profiles to underlie gene expression signatures defining unique subpopulations of cells. In addition to cycling populations and those associated with lineage-specificity, we identified ‘aggressive’ subpopulations defined by significant upregulation of immediate early response genes such as FOS/FOSL1/JUN, those associated with promotion of invasion-migration such as SERPINs and MMPs. These subpopulations could be mapped to isolated single-cell-derived subclones with highly proliferative or motile phenotypes, defined by comprehensive profiling of expressed and secreted proteins. Differential cis-regulation driving cell identity-tumorigenesis was found in one example to occur via a trans-histone mechanism mediated by an H4-lysine-methyltransferase, KMT5B. Application of functionally-defined interventional strategies aimed at disrupting the interactions between these subpopulations based upon evolutionary biology principles may offer a novel approach to treat these otherwise incurable tumours in children and young adults.
    Type of Medium: Online Resource
    ISSN: 1522-8517 , 1523-5866
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2022
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  • 6
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 40, No. 16_suppl ( 2022-06-01), p. 1019-1019
    Abstract: 1019 Background: The randomized PEARL trial found no superiority of PAL plus endocrine therapy over CAPE in patients (pts) with metastatic HR-positive, HER2-negative breast cancer resistant to aromatase inhibitors (Martin M, Ann Oncol 2020). We investigated associations between baseline genomic landscape and on-treatment plasma ctDNA dynamics with progression free survival, in pts from cohort 2 of the trial. Methods: Plasma was collected for ctDNA analysis from -7 days to cycle 1-day 1 (C1D1) for baseline prognostic analysis and cycle 1-day 15 (C1D15) when available, and sequenced with an in-house error-corrected targeted capture panel encompassing 21 genes commonly altered in breast cancer. For predictive ctDNA dynamics analysis, a pre-specified criteria of 14 minimum days of treatment in first cycle was required and variants with VAF 〈 0.5% in C1D1, set as limit of detection, were excluded. The circulating DNA ratio (CDR) was calculated as a weighted mean for potentially clonal mutations at C1D1. The optimal cut-off for predicting PFS was assessed by fitting a range of cut-offs, identifying the one with lower p-value on the log-rank test. Adjusted p-values, potential overestimation corrected by a shrinkage factor and bootstrapping techniques to calculate the CI95% were used in the cutpoint Cox regression model. Results: A total of 201 pts had a C1D1 sample sequenced for baseline prognostic analysis, 146 (73%) had baseline mutations identified and 55 (27%) had no mutations. 187 (93%) pts had a paired C1D15 sample for CDR calculations. Of these, 134 (72%) had baseline mutations detected, 120 of them (90%) above 0.5%, 14 (10%) had no calls, 1 pair failed sequencing. Both baseline and CDR subsets were representative of the overall study population. Pts with TP53 mutations had worse PFS in the overall population (4.4 vs 9.3 months, logrank p= 0.04), with no differences between treatments. For on-treatment ctDNA dynamic analysis, median CDR (suppression) was lower in the CAPE arm (0.07 vs 0.21, p 〈 0.01). There was an association between optimal cut-offs predicting PFS both in CAPE (suppressed 16.6 months vs high ctDNA 4.2 months, HR 2.37, CI95% 0.96-5.83, p=0.05) and PAL + FUL arms (suppressed 15.7 months vs high ctDNA 5.5 months, HR 2.14, CI95% 0.92-5, p=0.06). More ctDNA suppression associated with likelihood of objective responses (median CDR 0.1 in objective responders vs median CDR 0.2 in progressive disease p=0.03), with no statistical significance when stratified per treatment. Conclusions: In PEARL cohort 2, TP53 mutations associated with poor outcome regardless of treatment allocation, suggesting aggressive behaviour not specifically linked to endocrine resistance. Lack of ctDNA suppression associated with worse outcome in both patient groups. Capecitabine resulted in greater ctDNA suppression at C1D15, likely reflecting faster ctDNA suppression.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2022
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  • 7
    In: European Journal of Cancer, Elsevier BV, Vol. 121 ( 2019-11), p. 224-235
    Type of Medium: Online Resource
    ISSN: 0959-8049
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    Language: English
    Publisher: Elsevier BV
    Publication Date: 2019
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  • 8
    In: Blood, American Society of Hematology, Vol. 124, No. 21 ( 2014-12-06), p. 2194-2194
    Abstract: Dysregulation of the epigenome plays an important role in the pathogenesis of the plasma cell malignancy myeloma (MM). For example the H3K36 methyltransferase, MMSET, is overexpressed as a result of t(4;14) in 15% of patients and associated with a distinct DNA methylation pattern and shorter survival. Epigenetic modifiers may also be deregulated due to somatic mutations, seen in the histone demethylase, KDM6A/UTX (Van Haaften et al, Nat.Genet. 2009) and histone methyltransferase, MLL(Chapman et al, Nature 2011). We analysed the spectrum and clinical implications of epigenetic gene mutations in the largest series of newly diagnosed MM patients sequenced to date. Whole exome sequencing was performed on DNA extracted from tumour (CD138+) and peripheral blood samples from patients entering the NCRI Myeloma XI trial (n=463) using SureSelect (Agilent) with extra baits to cover IGH, IGK, IGL and MYC loci, median depth 60x. Data were processed to identify acquired variants, copy number, indels and translocation breakpoints and annotated for potentially deleterious mutations. Significantly mutated genes were detected using MutSigCV (v1.4) inputting all SNV and short indels (q-value threshold 0.1). Survival from initial randomization had median follow up of 25 months. The gene encoding the linker histone protein Histone 1.4, HIST1H1E was mutated in 2.8% of samples and one of the most significantly mutated genes in myeloma (p 〈 1x10-10, q 〈 1x10-10). Average cancer cell fraction in HIST1H1E mutated samples was close to 100%, suggesting these mutations may be an early event in MM pathogenesis. There were also recurrent mutations in genes encoding variants of the Histone 1 protein, HIST1H1B (0.22%), HIST1H1C (2.59%), HIST1H1D (0.65%); the percentage of patients with a mutation in any variant totals 6% (28/463). Mutations clustered in the globular domain and multiple sequence alignment revealed sites of recurrent mutation across variants. Along with the absence of mutations in the fifth common protein variant HIST1H1A,this suggests that these are not passenger mutations and may carry some significance to MM pathogenesis. Histone 1 mutations have been demonstrated to play an important role in other haematological malignancies but have not been previously characterized in MM. Potentially deleterious mutations in histone methyltransferase/demethylase enzymes were also seen in 24% of patients, though the percentage of patients with each gene mutated was low. The most frequently mutated gene family in the methyltransferases was MLL/2/3/4/5 (7% of patients). There were no mutations in EZH2, recurrently mutated in other B cell malignancies, and none of the MMSET activating mutations p.E1099K described in the MM1.S myeloma cell line were seen. The most frequently mutated demethylase gene was KDM3B in 1.5% of patients. KDM6A/UTX mutations occurred in 1.3% of patients and targeted analysis for deletion of whole exons increased the number of patients affected by a potentially inactivating lesion to 3%. Patients carrying a KDM6A mutation or deletion appear to have a shorter OS at current follow up than wild type (medians NR, log-rank p=0.0498, % alive at 2 years 51% CI 30-85 vs 80% CI 77-84). Data suggest that EZH2 inhibitors, currently in development for lymphoma, could be investigated for these patients as inhibiting the H3K27 methyltransferase may counteract the increased H3K27 methylation resulting from inactivation of the demethylase. DNA methylation modifiers were found to be mutated in 4% of patients. These include mutations previously reported in glioma (p.R132C in IDH1) and AML/MDS (p.R140W in IDH2 and p.C1378Y in TET2). Collectively, mutations in any DNA methylation modifier (TET1/2/3 n=9, IDH1/2 n=2 or DNMT1/3A/B n=6) are associated with a shorter OS (medians NR, p=0.045, % alive at 2 years 58% CI 39-88 vs 80% CI 76-84). Patients with these mutations might be amenable to demethylating agents such as azacytidine and newer agents such as IDH inhibitors currently in early stages of development. This is the first extensive analysis of the spectrum of mutations in epigenetic modifiers in a uniformly treated population in MM. An association with clinical outcome is suggested in our dataset but will need validation due to the low overall frequency of the mutations. This data further emphasises the importance of epigenetics in MM and provides new potential targets for personalised therapeutic strategies for patients. Disclosures Pawlyn: Celgene: Honoraria. Walker:Onyx Pharmaceuticals: Consultancy, Honoraria.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2014
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  • 9
    In: Blood, American Society of Hematology, Vol. 124, No. 21 ( 2014-12-06), p. 5168-5168
    Abstract: Background Structural aberrations like copy number alterations (CNA) and translocations play a central role in multiple myeloma tumor biology. The analysis of CNA for complete molecular profiling of myeloma retains clinical significance in the context of recent next-generation sequencing (NGS) results which highlight the highly heterogeneous landscape of single nucleotide mutations, which are often sub-clonal. Detection of CNAs remains the domain of array-based technologies, as demonstrated by the use of copy number arrays by the TCGA consortium and others for CNA detection in NGS projects. High cost and infrastructure attached to CNA analysis by array limit access to this technology in many molecular diagnostic laboratories. We present here a robust and accessible method that combines two multiplex ligation-dependent probe amplification (MLPA) assays for the relevant CNAs in myeloma using low input amounts of purified tumor DNA. Methods Bone marrow myeloma cells from patients at presentation and at relapse from the Myeloma IX and Myeloma XI trials were purified to 〉 95% purity by immunomagnetic separation (Miltenyi Biotech) and DNA was extracted using AllPrep columns (QIAGEN) for analysis by MLPA. A novel myeloma specific probemix was designed and technically validated by MRC-Holland (Amsterdam, The Netherlands), complementing the established myeloma specific probemix P425 (Alpar et al., Gen Chrom Cancer 2013). Results In total 130 purified myeloma cell DNA samples were successfully analyzed by MLPA, interrogating 43 different loci in the following regions: 6p22 - 6p12 [incl. CDKN1A]; 6q12 - 6q26 [incl. TNFAIP3, WTAP, PARK2] ; 8p23 – 8p11 [incl. TNFRSF10A/B]; 8q12 – 8q24 [incl. MYC] ; 11q13 – 11q25 [incl. CCND1, BIRC2, BIRC3]; 17p [all exons of TP53] ; 22q11 – 22q13 [incl. HIRA, EP300]. The assay contains one probe for the detection of BRAF V600E, including determination of mutant allele ratio. This probemix complements another MLPA assay [P425] which interrogates prognostically and biologically relevant regions such as 1p32, 1q21-1q23, 13q14, 16q12-16q23, 17p13 and chr 5, 9 and 15 for detection of hyperdiploidy (HRD). The assay returned good quality results using as little as 25 ng DNA input material without modification of assay conditions. In this group of cases which were enriched with cases known to carry specific CNAs and mutations, frequent copy number aberrations encompassed loss of chr(6q), in the majority of cases (16%) affecting all genes investigated in the region 6q23 – 6q26. In addition, five cases (4%) with an isolated heterozygous deletion of TNFAIP3 at 6q23 and two cases with deletion of TNFAIP3 and WTAP were detected. Gains of MYC at 8q24 were observed in 13 cases (10%) of which 5 showed gains of other regions on 8q as well. BIRC3 and BIRC2 were both lost in 4 cases, including 1 homozygous deletion of both genes. All coding exons of TP53 were heterozygously deleted in 16% of cases in this group containing specifically selected relapsed cases. Gain of chromosome 11 was frequent (29%) and mostly associated with HRD, but gain(11q) without HRD was observed, including 3 cases with isolated gain of the CCND1locus at 11q13.3. Of 11 cases with a known BRAF V600E mutation identified by SSCA, 10 (91%) were detected by MLPA with the remaining mutation showing a signal just above detection limit by SSCA. Calculated median V600E mutant allele ratio in comparison to an artificial plasmid mix mimicking a heterozygous mutation was 39% (range 9%-77%), confirming our previous observation that this mutation is mostly heterozygous and sub-clonal in myeloma. Further cases at presentation from the Myeloma XI trial are currently being analyzed by MLPA and results will be presented at the meeting, including a comparison with matched CNA array data for a selection of cases as well as correlation with clinical data for trial cases. Discussion The combination of this panel with another MLPA probemix [P425], which has been extensively validated in over 1200 myeloma cases by our group, allows assaying of biologically and clinically relevant CNAs in myeloma as well as BRAF V600E mutation status. The tests can be run on standard laboratory equipment and require 25 ng of DNA as input material, making this method suitable for exploring the clinical impact of myeloma specific CNAs in large clinical trials with a potential of transferring the method to the routine diagnostic setting. Disclosures Walker: Onyx: Consultancy. Savola:MRC-Holland: Employment.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2014
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  • 10
    In: Blood, American Society of Hematology, Vol. 124, No. 21 ( 2014-12-06), p. 637-637
    Abstract: Background: The main genetic features of myeloma identified so far have been the presence of balanced translocations at the immunoglobulin heavy chain (IGH) region and copy number abnormalities. Novel methodologies such as massively parallel sequencing have begun to describe the pattern of tumour acquired mutations detected at presentation but their biological and clinical relevance has not yet been fully established. Methods: Whole exome sequencing was performed on 463 presentation patients enrolled into the large UK, phase III, open label, Myeloma XI trial. DNA was extracted from germline DNA and CD138+ plasma cells and whole exome sequencing was performed using SureSelect (Agilent). In addition to capturing the exome, extra baits were added covering the IGH, IGK, IGL and MYC loci in order to determine the breakpoints associated with translocations in these genes. Tumour and germline DNA were sequenced to a median of 60x and data processed to generate copy number, acquired variants and translocation breakpoints in the tumour. Progression-free and overall survival was measured from initial randomization and median follow up for this analysis was 25 months. These combined data allow us to examine the effect of translocations on the mutational spectra in myeloma and determine any associations with progression-free or overall survival. Results: We identified 15 significantly mutated genes comprising IRF4, KRAS, NRAS, MAX, HIST1H1E, RB1, EGR1, TP53, TRAF3, FAM46C, DIS3, BRAF, LTB, CYLD and FGFR3. By analysing the correlation between mutations and cytogenetic events using a probabilistic approach, we describe the co-segregation of t(11;14) with CCND1 mutations (Corr 0.28,BF=1.5x106 (Bayes Factor)) and t(4;14) with FGFR3 (Corr=0.40, BF=1.12x1014) and PRKD2 mutations (Corr=0.23, BF=3507). The mutational spectrum is dominated by mutations in the RAS (43%) and NF-κB (17%) pathway, however they are prognostically neutral. We describe for the first time in myeloma mutations in genes such as CCND1 and DNA repair pathway alterations (TP53, ATM, ATR and ZFHX4 mutations) that are associated with a negative impact on survival in contrast to those in IRF4 and EGR1 that are associated with a favourable overall-survival. By combining these novel risk factors with the previously described adverse cytogenetic features and ISS we were able to demonstrate in a multivariate analysis the independent prognostic relevance of copy number and structural abnormalities (CNSA) such as del(17p), t(4;14), amp(1q), hyperdiploidy and MYC translocations and mutations in genes such as ATM/ATR, ZFHX4, TP53 and CCND1. We demonstrate that the more adverse features a patient had the worse his outcome was for both PFS (one lesion: HR=1.6, p=0.0012, 2 lesions HR=3.3, p 〈 0.001, 3 lesions HR=15.2, p 〈 0.001) and for OS (one lesion: HR=2.01, p=0.0032, 2 lesions HR=4.79, p 〈 0.001, 3 lesions HR=9.62, p 〈 0.001). When combined with ISS, we identified 3 prognostic groups (Group 1: ISS I/II with no CNSA or mutation, Group 2: ISS III with no CNSA or mutation or ISS I/II/III with one CNSA or mutation, Group 3: Two CNSA or mutation regardless of their ISS) thus identifying three distinct prognostic groups with a high risk population representing 13% of patients that both relapsed [median PFS 10.6 months (95% CI 8.7-17.9) versus 27.7 months (95% CI 25.99-31.1), p 〈 0.001] and died prematurely [median overall survival 23.2 months (95% CI 18.2-35.3.) versus not reached, p 〈 0.001] regardless of their ISS score. Finally, we have also identified a list of potentially actionable mutations for which targeted therapy already exists opening the way into personalized medicine in myeloma. Conclusion: We have refined our understanding of genetic events in myeloma and identified clinically relevant mutations that may be used to better stratify patients at presentation. Identifying high risk populations or patients that may benefit from targeted therapy may open the way into personalized medicine for myeloma. Disclosures Walker: Onyx Pharmaceuticals: Consultancy, Honoraria.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2014
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