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  • 1
    In: Blood, American Society of Hematology, Vol. 122, No. 21 ( 2013-11-15), p. 49-49
    Abstract: A growing number of recurrent gene mutations have been identified in AML through novel sequencing techniques. To uncover the functional consequences of these mutations and identify novel therapeutic targets, adequate model systems are needed. Such models should recapitulate the mutational landscape and genetic heterogeneity of AML as closely as possible. In this respect, analyses of primary tumor cells are superior to established permanent cell lines. Xenografts of primary AML blasts in immunodeficient mice thus may represent a valuable platform for functional analyses on a wide spectrum of AML subtypes. However, it has not been determined whether the mutational architecture of AML xenografts faithfully represents the human disease they originate from. Methods Fresh bone marrow or peripheral blood samples were obtained from adult AML patients. One to ten million cells were injected intravenously or intrafemorally into recipient NOD-scid IL2R-gammanull(NSG) mice. Engraftment was monitored by serial immunophenotyping using anti-human CD33 and anti-human CD45 antibodies. Mice showing 〉 35% human cells in the peripheral blood or signs of disease were sacrificed, and xenotransplanted cells re-isolated from femurs and spleens. Using genomic DNA from xenografts and paired primary human specimens, we profiled mutations in 44 genes recurrently mutated in human hematologic malignancies by targeted, deep amplicon resequencing (Agilent Haloplex / Illumina MiSeq). Results To date, 4 pairs of primary AML specimens and matched xenografts have been genetically characterized by targeted resequencing. We obtained between 480k and 1100k paired-end reads (2x250bp) per sample, resulting in 〉 30x coverage for 〉 98.7% of the target sequence. The median coverage for individual target regions ranged from 116-fold (CEBPA) to ∼5200-fold (FLT3). In each patient specimen, 2 to 5 known AML-associated driver mutations were identified in our panel of 44 genes. The Figure shows variant allele frequencies (VAFs) for mutations and known germline polymorphisms (SNPs; dbSNP database v137), in the patient samples and matched xenografts. All mutations that were present in the primary patient samples with a VAF of 〉 10% were also found in the matched xenograft. None of the xenografts acquired new mutations that were undetectable in the original patient specimen. However, each sample pair showed evidence for clonal diversity and clonal evolution. In patient AML361, NPM1, DNMT3A and BCOR mutations were detected at a VAF slightly below .5, consistent with heterozygous mutations present in most cells in the primary specimen. Additionally, a FLT3-internal tandem duplication (ITD) was present at a lower VAF, likely representing a subclonal mutation. In the corresponding xenograft, the FLT3-ITD was observed in a significantly larger fraction of cells, suggesting that the FLT3-mutated clone had a relative growth advantage. Similarly, patient AML393 carried a subclone with mutated BCOR that became the dominant clone in the xenograft. Conversely, in patients AML372 and AML373 we found subclonal NRAS mutations (VAF, 6% and 7%, respectively) that were undetectable in the matched xenografts, indicating that the NRAS-mutated subclones did not engraft. We are currently studying parallel lines of xenografts generated from the same patient, followed by serial re-passaging in NSG mice, to better characterize growth patterns of such patient-derived subclones in our model. Updated results will be presented at the meeting. Genotypes for known germline SNPs were fully concordant between the human specimens and matched xenografts in 3/4 pairs. The fourth patient (AML393), who had AML relapse after an allogeneic stem cell transplant, showed several SNPs with a low VAF that were not identified in the corresponding xenograft. These SNPs most likely originate from residual donor hematopoiesis in the patient, indicating that non-malignant cells of donor origin did not engraft in the NSG mouse. Conclusion Xenografts of primary AML blasts in NSG mice recapitulate the patterns of gene mutations observed in AML patients, and thus provide an opportunity to study the biology of various genetic AML subgroups. Deep, targeted amplicon resequencing can sensitively detect subclonal driver mutations, and in conjunction with the xenograft model can be used to study clonal diversity and clonal evolution in AML. Disclosures: Greif: Illumina: Honoraria.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2013
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 2
    In: Blood, American Society of Hematology, Vol. 124, No. 21 ( 2014-12-06), p. 697-697
    Abstract: Background: Recurrent mutations in 〉 100 different genes have been described in AML, but the clinical relevance of most of these alterations has not been defined. Moreover, high-throughput sequencing techniques revealed that AML patients (pts) may harbor multiple, genetically related disease subclones. It is unclear whether clonal heterogeneity at diagnosis also associates with clinical characteristics or outcomes. To address these questions, we set out to characterize a relatively large, uniformly treated patient cohort for mutations in known and putative AML driver genes. Patients and Methods: We studied pretreatment blood or bone marrow specimens from adult AML pts who received high-dose cytarabine-based induction chemotherapy within the German multicenter AMLCG-2008 trial. Sequence variants (single nucleotide variants and insertions/deletions up to approx. 150bp) in 70 genes known to be mutated in AML or other hematologic neoplasms were analyzed by multiplexed amplicon resequencing (Agilent Haloplex; target region, 321 kilobases). Sequencing was performed on an Illumina MiSeq instrument using 2x250bp paired-end reads. A variant allele frequency (VAF) threshold of 2% was set for mutation detection, corresponding to heterozygous mutations present in 4% of cells in a specimen. Variants were classified as known/putative driver mutations, variants of unknown significance, or known germline polymorphisms based on published data (including dbSNP, the Catalogue Of Somatic Mutations In Cancer [COSMIC] and The Cancer Genome Atlas [TCGA]). In patients with more than one single nucleotide variant, the chi square test was used assess if the observed VAFs, adjusted for ploidy, were compatible with the presence of a single clone. Results: Material for genetic analyses was available for 280 of the 396 participants (71%) enrolled on the AMLC-2008 trial. To date, analyses have been completed for 248 pts (130 male, 118 female; median age, 54y; range 19-81y). Updated results for the entire cohort will be presented at the meeting. Mean coverage of target regions was 〉 600-fold, and on average, 98.2% of target bases were covered 〉 30-fold. We detected a total of 914 mutations in 46 genes, including 37 genes mutated in 〉 1 patient (Fig. A). Nine genes (NPM1, FLT3, DNMT3A, NRAS, WT1, IDH2, RUNX1, TET2 and ASXL1) were mutated in 〉 10% of patients (red dashed line in Fig. A). We found a median of 4 mutations per patient (range: 0-10). Of note, only 1 patient had no detectable mutation and no abnormality on cytogenetic analysis. Patients with Intermediate-risk cytogenetics according to the MRC classification harbored a higher number of driver gene mutations (median, 4) compared to patients with MRC Favorable (median, 2 mutations) or Unfavorable (median, 3 mutations) cytogenetics (P 〈 .001). When analyzing patterns of co-occurring and mutually exclusive mutations, we confirmed well-known associations (e.g., between CEBPA and GATA2 mutations) and identified novel pairs of mutations that frequently occur in combination and, to our knowledge, have not yet been reported in AML (e.g., ASXL1/STAG2, SRSF2/STAG2). These findings may guide functional studies on the molecular mechanisms of leukemogenesis. We found evidence for clonal heterogeneity in 129 (52%) of 248 pts, based on the presence of mutations with significantly (P 〈 .001) different VAFs within the same sample. Our analyses reveal differences in allele frequencies between different AML driver genes. Mutations can be grouped into "early" events that often are present in the founding clone, and "late" events which frequently appear to be restricted to subclones (Fig. B). Conclusion: Targeted sequencing allowed detection of mutations affecting a panel of known and putative AML driver genes in clinical specimens with high sensitivity. Our data from the AMLCG-2008 patient cohort reveal novel patterns of cooperating gene mutations, and show that the presence of subclonal driver mutations is a frequent event in AML pts. Differentiating between "founding clone" mutations, and subclonal mutations that typically occur later in the disease has implications for choosing targeted therapies aimed at disease eradication. Figure 1 Figure 1. Figure 2 Figure 2. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2014
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
    Location Call Number Limitation Availability
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