Whole-genome sequencing of samples from seven subjects with secondary acute myeloid leukemia identified somatic mutations. These data, together with genotype analysis of the antecedent ...myelodysplastic syndromes (MDS), revealed the clonal evolution of MDS and secondary AML.
The myelodysplastic syndromes, a heterogeneous group of diseases characterized by ineffective hematopoiesis, are the most common cause of acquired bone marrow failure in adults.
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Secondary acute myeloid leukemia (AML) develops in approximately one third of persons with myelodysplastic syndromes.
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Clinical discrimination between the myelodysplastic syndromes and secondary AML currently rests predominantly on cytomorphologic analysis, since patients with myelodysplastic syndromes have dysplastic hematopoiesis and a myeloblast count of less than 20%, whereas those with a myeloblast count of 20% or more have AML. Although considerable overlap exists between the spectrum of cytogenetic and molecular lesions seen in the two disorders, there . . .
Despite recent progress, computational tools that identify gene fusions from next-generation whole transcriptome sequencing data are often limited in accuracy and scalability. Here, we present a ...software package, BreakFusion that combines the strength of reference alignment followed by read-pair analysis and de novo assembly to achieve a good balance in sensitivity, specificity and computational efficiency.
http://bioinformatics.mdanderson.org/main/BreakFusion
Myelodysplastic syndromes (MDS) are hematopoietic stem cell disorders that often progress to chemotherapy-resistant secondary acute myeloid leukemia (sAML). We used whole-genome sequencing to perform ...an unbiased comprehensive screen to discover the somatic mutations in a sample from an individual with sAML and genotyped the loci containing these mutations in the matched MDS sample. Here we show that a missense mutation affecting the serine at codon 34 (Ser34) in U2AF1 was recurrently present in 13 out of 150 (8.7%) subjects with de novo MDS, and we found suggestive evidence of an increased risk of progression to sAML associated with this mutation. U2AF1 is a U2 auxiliary factor protein that recognizes the AG splice acceptor dinucleotide at the 3' end of introns, and the alterations in U2AF1 are located in highly conserved zinc fingers of this protein. Mutant U2AF1 promotes enhanced splicing and exon skipping in reporter assays in vitro. This previously unidentified, recurrent mutation in U2AF1 implicates altered pre-mRNA splicing as a potential mechanism for MDS pathogenesis.
Celotno besedilo
Dostopno za:
DOBA, IJS, IZUM, KILJ, NUK, PILJ, PNG, SAZU, UILJ, UKNU, UL, UM, UPUK
To assess the genetic consequences of induced pluripotent stem cell (iPSC) reprogramming, we sequenced the genomes of ten murine iPSC clones derived from three independent reprogramming experiments, ...and compared them to their parental cell genomes. We detected hundreds of single nucleotide variants (SNVs) in every clone, with an average of 11 in coding regions. In two experiments, all SNVs were unique for each clone and did not cluster in pathways, but in the third, all four iPSC clones contained 157 shared genetic variants, which could also be detected in rare cells (<1 in 500) within the parental MEF pool. These data suggest that most of the genetic variation in iPSC clones is not caused by reprogramming per se, but is rather a consequence of cloning individual cells, which “captures” their mutational history. These findings have implications for the development and therapeutic use of cells that are reprogrammed by any method.
► iPSC clones contain hundreds of SNVs that are unique to each clone ► Most iPSC genomes do not contain recurrently mutated genes or pathways ► Reprogramming can select for rare cells with shared genetic variants ► Most SNVs are probably preexisting mutations “captured” by cloning
Alterations in DNA methylation have been implicated in the pathogenesis of myelodysplastic syndromes (MDS), although the underlying mechanism remains largely unknown. Methylation of CpG dinucleotides ...is mediated by DNA methyltransferases, including DNMT1, DNMT3A and DNMT3B. DNMT3A mutations have recently been reported in patients with de novo acute myeloid leukemia (AML), providing a rationale for examining the status of DNMT3A in MDS samples. In this study, we report the frequency of DNMT3A mutations in patients with de novo MDS, and their association with secondary AML. We sequenced all coding exons of DNMT3A using DNA from bone marrow and paired normal cells from 150 patients with MDS and identified 13 heterozygous mutations with predicted translational consequences in 12/150 patients (8.0%). Amino acid R882, located in the methyltransferase domain of DNMT3A, was the most common mutation site, accounting for 4/13 mutations. DNMT3A mutations were expressed in the majority of cells in all tested mutant samples regardless of myeloblast counts, suggesting that DNMT3A mutations occur early in the course of MDS. Patients with DNMT3A mutations had worse overall survival compared with patients without DNMT3A mutations (P=0.005) and more rapid progression to AML (P=0.007), suggesting that DNMT3A mutation status may have prognostic value in de novo MDS.
More than 25% of patients with AML carry no mutations in genes known to be associated with leukemia. Analyses of genomes, transcriptomes, and methylomes of AML samples implicate mutations in ...cytogenetically normal AML and provide insight into the relationships among causative genes.
The molecular pathogenesis of acute myeloid leukemia (AML) has been studied with the use of cytogenetic analysis for more than three decades. Recurrent chromosomal structural variations are well established as diagnostic and prognostic markers, suggesting that acquired genetic abnormalities (i.e., somatic mutations) have an essential role in pathogenesis.
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,
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However, nearly 50% of AML samples have a normal karyotype, and many of these genomes lack structural abnormalities, even when assessed with high-density comparative genomic hybridization or single-nucleotide polymorphism (SNP) arrays
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–
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(see Glossary). Targeted sequencing has identified recurrent mutations in
FLT3, NPM1, KIT, CEBPA,
and
TET2
.
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–
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Massively parallel . . .
We performed an integrated genomic, transcriptomic and proteomic characterization of 373 endometrial carcinomas using array- and sequencing-based technologies. Uterine serous tumours and ∼25% of ...high-grade endometrioid tumours had extensive copy number alterations, few DNA methylation changes, low oestrogen receptor/progesterone receptor levels, and frequent TP53 mutations. Most endometrioid tumours had few copy number alterations or TP53 mutations, but frequent mutations in PTEN, CTNNB1, PIK3CA, ARID1A and KRAS and novel mutations in the SWI/SNF chromatin remodelling complex gene ARID5B. A subset of endometrioid tumours that we identified had a markedly increased transversion mutation frequency and newly identified hotspot mutations in POLE. Our results classified endometrial cancers into four categories: POLE ultramutated, microsatellite instability hypermutated, copy-number low, and copy-number high. Uterine serous carcinomas share genomic features with ovarian serous and basal-like breast carcinomas. We demonstrated that the genomic features of endometrial carcinomas permit a reclassification that may affect post-surgical adjuvant treatment for women with aggressive tumours.
Celotno besedilo
Dostopno za:
DOBA, IJS, IZUM, KILJ, KISLJ, NUK, PILJ, PNG, SAZU, SIK, UILJ, UKNU, UL, UM, UPUK
We analysed primary breast cancers by genomic DNA copy number arrays, DNA methylation, exome sequencing, messenger RNA arrays, microRNA sequencing and reverse-phase protein arrays. Our ability to ...integrate information across platforms provided key insights into previously defined gene expression subtypes and demonstrated the existence of four main breast cancer classes when combining data from five platforms, each of which shows significant molecular heterogeneity. Somatic mutations in only three genes (TP53, PIK3CA and GATA3) occurred at >10% incidence across all breast cancers; however, there were numerous subtype-associated and novel gene mutations including the enrichment of specific mutations in GATA3, PIK3CA and MAP3K1 with the luminal A subtype. We identified two novel protein-expression-defined subgroups, possibly produced by stromal/microenvironmental elements, and integrated analyses identified specific signalling pathways dominant in each molecular subtype including a HER2/phosphorylated HER2/EGFR/phosphorylated EGFR signature within the HER2-enriched expression subtype. Comparison of basal-like breast tumours with high-grade serous ovarian tumours showed many molecular commonalities, indicating a related aetiology and similar therapeutic opportunities. The biological finding of the four main breast cancer subtypes caused by different subsets of genetic and epigenetic abnormalities raises the hypothesis that much of the clinically observable plasticity and heterogeneity occurs within, and not across, these major biological subtypes of breast cancer.
Celotno besedilo
Dostopno za:
DOBA, IJS, IZUM, KILJ, KISLJ, NUK, PILJ, PNG, SAZU, SIK, UILJ, UKNU, UL, UM, UPUK
Most patients with acute myeloid leukaemia (AML) die from progressive disease after relapse, which is associated with clonal evolution at the cytogenetic level. To determine the mutational spectrum ...associated with relapse, we sequenced the primary tumour and relapse genomes from eight AML patients, and validated hundreds of somatic mutations using deep sequencing; this allowed us to define clonality and clonal evolution patterns precisely at relapse. In addition to discovering novel, recurrently mutated genes (for example, WAC, SMC3, DIS3, DDX41 and DAXX) in AML, we also found two major clonal evolution patterns during AML relapse: (1) the founding clone in the primary tumour gained mutations and evolved into the relapse clone, or (2) a subclone of the founding clone survived initial therapy, gained additional mutations and expanded at relapse. In all cases, chemotherapy failed to eradicate the founding clone. The comparison of relapse-specific versus primary tumour mutations in all eight cases revealed an increase in transversions, probably due to DNA damage caused by cytotoxic chemotherapy. These data demonstrate that AML relapse is associated with the addition of new mutations and clonal evolution, which is shaped, in part, by the chemotherapy that the patients receive to establish and maintain remissions.
Celotno besedilo
Dostopno za:
DOBA, IJS, IZUM, KILJ, KISLJ, NUK, PILJ, PNG, SAZU, SIK, UILJ, UKNU, UL, UM, UPUK
Abstract 608
Myelodysplastic syndrome (MDS) genomes are characterized by global DNA hypomethylation with concomitant hypermethylation of gene promoter regions compared to CD34+ cells from normal bone ...marrow samples. Currently, the underlying mechanism of altered DNA methylation in MDS genomes and the critical target genes affected by methylation remain largely unknown. The methylation of CpG dinucleotides in humans is mediated by DNA methyltransferases, including DNMT1, DNMT3A, and DNMT3B. DNMT3A and DNMT3B are the dominant DNA methyltransferases involved in de novo DNA methylation and act independent of replication, whereas DNMT1 acts predominantly during replication to maintain hemimethylated DNA. The function of these proteins in cancer cells is less well defined. Our group recently found that DNMT3A mutations are common in de novo acute myeloid leukemia (62/281 cases, 22%) and are associated with poor survival (Ley, et al, unpublished), providing a rationale for examining the mutation status of DNMT3A in MDS patients. MDS cases (n=150) were classified according to the French-American-British (FAB) system. The patients included refractory anemia (RA; n=67), RA with ringed sideroblasts (RARS; n=5), RA with excess blasts (RAEB; n=72), and RA with excess blasts in transformation (RAEB-T; n=6). The median International Prognostic Scoring System (IPSS) score was 1 (range 0–3), and the median myeloblast count was 4 (range 0–28%). We designed and validated 28 primer pairs covering the coding sequences and splice sites of all 23 exons for DNMT3A. Paired DNA samples were obtained from the bone marrow (tumor) and skin (normal) of each patient so that somatic mutations could be distinguished from inherited variants/polymorphisms. 17,120 reads were produced by capillary sequencing, providing at least 1X coverage for 82.6% of the target sequence (low/no coverage was obtained for 2 out of 28 amplicons). A semiautomated analysis pipeline was used to identify sequence variants and we restricted our analysis to nonsynonymous and splice site nucleotide changes. All mutations were confirmed by independent PCR and sequencing. We identified nonsynonymous DNMT3A mutations in 12/150 bone marrow samples (8% of cases). All the mutations were heterozygous (10 missense, 1 nonsense, 1 frameshift) and were computationally predicted (by SIFT and/or PolyPhen2) to have deleterious functional consequences. DNMT3A mRNA is expressed in normal CD34+ bone marrow cells and was expressed in all MDS patient samples tested (n=28), independent of mutation status. There was no difference in the expression level of total DNMT3A mRNA in CD34+ cells harvested from mutant (n=3) vs. non-mutant MDS samples (n=25). Amino acid R882, located in the methyltransferase domain of DNMT3A, was the most common mutation site, accounting for 4/12 mutations. The clinical characteristics of the 12 patients with DNMT3A mutations were similar to those of the 138 patients without mutations. Specifically, DNMT3A mutations were present in all MDS FAB subtypes (excluding CMML which was not tested) and in patients with IPSS scores ranging from 0–3. Mutations were not associated with a specific karyotype. In addition, there was no correlation between mutation detection and the myeloblast count of the banked bone marrow specimen, suggesting that mutations were not missed due to the cellular heterogeneity in the samples. We compared the overall (OS) and event-free survival (EFS) of the 12 patients with DNMT3A mutations vs. 138 patients without a mutation and observed a significantly worse OS in patients with mutations (p=0.02), with a median survival of 433 and 945 days, respectively. There was a trend towards worse EFS for patients with mutations (p=0.05). A multivariate analysis for outcomes could not be performed due to the small sample size of patients with mutations, indicating that a larger cohort from a clinical trial will be needed to properly address the affect of DNMT3A mutations on outcomes. The small sample size also precluded us from addressing whether the response to the hypomethylating agents 5-azacytidine or decitabine correlated with the mutation status of DNMT3A. If validated in larger cohort studies, we propose that DNMT3A mutation status could help risk stratify de novo MDS patients for more aggressive treatment early in their disease course.
Westervelt:Novartis: Honoraria; Celgene: Honoraria, Speakers Bureau. DiPersio:Genzyme: Honoraria.
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