Detection of Novel Mutations In MDS/AML by Whole Genome Sequencing

Blood ◽  
2010 ◽  
Vol 116 (21) ◽  
pp. 299-299
Author(s):  
Matthew J. Walter ◽  
Dong Shen ◽  
Li Ding ◽  
Jin Shao ◽  
Sarah Witowski ◽  
...  

Abstract Abstract 299 Given the poor prognosis of secondary AML evolving from prior MDS and the limited knowledge of mutations that occur during transformation, we set out to comprehensively discover gene mutations that occur during MDS to AML transformation. To achieve this goal, we performed whole genome sequencing (WGS) of paired DNA samples from normal (skin) and tumor (bone marrow) specimens from a patient with MDS-derived AML. The patient was a 65 year old man who presented with pancytopenia and MDS (FAB RA, 4% myeloblasts, del(5q), -17, del(20q)). Three years later he became RBC transfusion dependent and had skin and bone marrow samples banked at Washington University after providing informed consent. His bone marrow biopsy was consistent with RAEB MDS (6% myeloblasts, del(5q), -17, del(20q)), and he subsequently received 4 cycles of decitibine and 2 cycles of lenalidomide before developing AML 2 years later (69% myeloblasts, del(5q), -17, del(20q)). He underwent an allogeneic BMT and died 1 year later. DNA libraries were prepared from the normal (skin) and flow sorted (CD45 dim, low side scatter) AML samples. Using 75–100 bp paired-end reads on the Illumina platform, we generated 126.2 Gb and 101.7 Gb of sequence from the normal and tumor libraries, respectively. Aligned, deduplicated sequence provided 28.7× (normal) and 26.5× (tumor) haploid coverage of the genome, and >96% diploid coverage, using informative SNPs as a metric. Analysis of paired tumor and normal genome sequences allowed us to discriminate between inherited and acquired sequence variants. Indels and structural variants, including copy number alterations, inversions, and translocations were identified using a combination of SAMTools, Pindel, GATK, and Breakdancer algorithms. The cytogenetically visible monosomy 17 and del(20q) lesions were confirmed, and the del(5q) was resolved into 11 distinct interstitial deletions using WGS data. Single nucleotide resolution assembly was possible for 6 of the deleted segments on chromosome 5 and the chromosome 20 deletion which revealed microhomology at the breakpoints, implicating the error prone nonhomologous end joining repair pathway. Interestingly, the tumor suppressor genes APC and DCC were in separate micro-retained regions within larger deletions on chromosome 5, suggesting a selective pressure to retain two copies of these genes during AML progression. Of the 4.8M single nucleotide variants (SNVs) detected in the tumor genome, 33,006 were not found in databases or this patient's normal genome and are, therefore, potential somatic mutations. We identified 46 tier 1 high confidence (HC) SNVs (coding and splice site variants), 388 tier 2 HC SNVs (conserved non-coding variants), 2,185 tier 3 HC SNVs (variants in non-repetitive regions), and 5,862 tier 4 HC SNVs (all other variants). Tier 1 SNVs were prioritized for validation given their potential to be functionally significant. 22/46 Tier 1 HC SNVs were validated as acquired mutations in the AML sample using the 454 platform (5 synonymous, 1 nonsense, and 16 missense mutations). Only 1/22 SNVs has previously been found in myeloid cancers (WT1). The mutant allele frequency of the 22 mutations ranged from 9–100% in the tumor sample based on the 454 deep read counts, suggesting that the underlying heterogeneity that is common in de novo MDS persists during transformation to AML. By sequencing the 22 somatic SNVs in the MDS sample, we identified 10 mutations that were present in both the MDS and AML samples and 12 AML-specific mutations. The latter are likely to be important for MDS to AML evolution. By analyzing the mutant allele frequencies of all 22 SNVs, we predict that 1 dominant clone and 2 sub-clones coexist in the AML sample. All 22 genes with mutations are expressed in the AML sample but none of the 22 SNVs have recurrent mutations at the same nucleotide position in an additional 150 de novo MDS samples. Finally, the residual non-deleted allele of ACTR5, located in the 2.5Mb minimally deleted region (MDR) on chromosome 20, is mutated during AML transformation, implicating it as a potential 20q tumor suppressor gene. Collectively, analysis of WGS data identified mutations in 21 genes not previously implicated in MDS or AML, identified 12 genes as potential drivers of evolution from MDS to AML, allowed for fine mapping of deletion breakpoints on chromosomes 5 and 20, and identified a potential tumor suppressor on the del(20q) MDR. Disclosures: No relevant conflicts of interest to declare.

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Yasunari Satoh ◽  
Jun-ichi Asakawa ◽  
Mayumi Nishimura ◽  
Tony Kuo ◽  
Norio Shinkai ◽  
...  

AbstractThe exposure of germ cells to radiation introduces mutations in the genomes of offspring, and a previous whole-genome sequencing study indicated that the irradiation of mouse sperm induces insertions/deletions (indels) and multisite mutations (clustered single nucleotide variants and indels). However, the current knowledge on the mutation spectra is limited, and the effects of radiation exposure on germ cells at stages other than the sperm stage remain unknown. Here, we performed whole-genome sequencing experiments to investigate the exposure of spermatogonia and mature oocytes. We compared de novo mutations in a total of 24 F1 mice conceived before and after the irradiation of their parents. The results indicated that radiation exposure, 4 Gy of gamma rays, induced 9.6 indels and 2.5 multisite mutations in spermatogonia and 4.7 indels and 3.1 multisite mutations in mature oocytes in the autosomal regions of each F1 individual. Notably, we found two types of deletions, namely, small deletions (mainly 1~12 nucleotides) in non-repeat sequences, many of which showed microhomology at the breakpoint junction, and single-nucleotide deletions in mononucleotide repeat sequences. The results suggest that these deletions and multisite mutations could be a typical signature of mutations induced by parental irradiation in mammals.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. SCI-32-SCI-32
Author(s):  
Matthew J. Walter

Abstract Abstract SCI-32 The discovery of acquired genetic mutations associated with myelodysplastic syndromes (MDS) and acute myeloid leukemia (AML) has rapidly expanded with the use of next-generation sequencing technologies. The distinction between MDS and de novo or secondary AML (arising after MDS) and therapeutic recommendations are largely based on the presence of morphologic dysplasia and the percentage of bone marrow myeloblasts. Using whole genome sequencing to define the allele burden of hundreds of mutations, our group has shown that nearly all the bone marrow cells in seven patients with MDS and secondary AML were clonally derived (∼85%), regardless of the myeloblast count. We now have experimental evidence suggesting that the vast majority of mutations in these samples are randomly acquired during aging (passenger mutations) and carried forward in a cell when it is transformed. By using all the validated mutations in a sample (passengers and drivers) we found that five of the seven MDS samples harbored two or more malignant clones and that all seven contained a founding clone that gave rise to subsequent daughter clones. Thus, the MDS bone marrow samples are a mosaic of several tumors with unique sets of mutations each shaped by the acquisition of a series of mutations and clonal diversification. Each clone contained at least one coding gene mutation, and we identified 11 recurrently mutated genes in the seven samples, including recently described mutations in U2AF1, a spliceosome gene that is typically mutated in the MDS founding clone. In addition, the MDS founding clone always gave rise to the dominant secondary AML clone, suggesting that therapies targeting mutations in the founding clone may have benefit in treating both MDS and secondary AML. It is possible that therapeutic response and disease progression is driven not only by the presence of recurrent mutations, which have prognostic value, but also by the clone (i.e., founding and daughter) in which they arise. We are currently testing this hypothesis by monitoring the dynamic change in clone size, including driver mutation allele burdens, during treatment of patients with AML and MDS. Disclosures: No relevant conflicts of interest to declare.


2017 ◽  
Vol 63 (3) ◽  
pp. 357-363 ◽  
Author(s):  
Makiko Horai ◽  
Hiroyuki Mishima ◽  
Chisa Hayashida ◽  
Akira Kinoshita ◽  
Yoshibumi Nakane ◽  
...  

Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 781-781
Author(s):  
Xiaofan Zhu ◽  
Fuhong He ◽  
Huimin Zeng ◽  
Shaoping Ling ◽  
Xiaomei Yan ◽  
...  

Abstract Abstract 781 While serving as an initiating event in the disease etiology, chromosomal translocation alone may not be sufficient to drive a particular phenotype of leukemia. Acute leukemia characterized by rearrangements of the histone methyltransferase gene MLL (mixed lineage leukemia) requires additional mutations to develop the full blown malignancy, yet the molecular basis of cooperating events remains under-studied. We reasoned that monozygotic (MZ) twin pairs discordant for human leukemia are well-matched for both inherited genetic background and tissue-specific events, and thereby somatic mutations that arise in the disease twin may play a more prominent role in leukemogenesis. Using whole genome sequencing in a pair of 3-year old monozygotic twins discordant for MLL leukemia, we identified a MLL-NRIP3 fusion gene and mutations in histone H3 lysine 36 methyltransferase SETD2 in the leukemia twin. Retrovirus-mediated ectopic expression of MLL-NRIP3 in mouse hematopoietic cells was able to induce the same type of myeloid leukemia as the patient's in a transplant mouse model. A relative delay in disease onset suggested the occurrence of cooperating events in addition to the initial hit of MLL-NRIP3, in the development of induced leukemia. SETD2 mutations were recurrent (5.4%) in 241 acute leukemia patients, particularly in those with MLL-rearranged myeloid leukemia (22.2%). The identified SETD2 mutations are loss-of-function in nature, characterized by biallelic and truncating mutations, and accompanied by a global loss of trimethylation of H3K36 (H3K36me3) in the patient leukemic blasts. These data suggest that SETD2 acts as tumor suppressor gene in leukemia development. Functionally, transfection of SETD2 shRNA in MLL-AF9 knockin bone marrow cells resulted in decreased levels of SETD2 expression and H3K36 trimethylation. Notably, SETD2 knockdown significantly accelerated the development of MLL-AF9 leukemia in the mouse bone marrow transplantation experiment. Moreover, SETD2 knockdown yielded a significantly higher number of total colonies through the second and third rounds of serial replating of colony-forming cell (CFC) assay, suggesting that loss of SETD2 increased the self-renewal and proliferation potential of MLL leukemia-initiating cells. Finally, we showed that SETD2 deficiency was able to activate gene expression in MAPK, Jak-STAT and mTOR signaling, and dysregulates multiple metabolic and DNA repair pathways that are known to directly contribute to leukemogenesis. This comprehensive study provides compelling evidence for SETD2 as a novel tumor suppressor for leukemia, and suggests that the disruption of distinct histone modifying enzymes, MLL and SETD2, synergistically promotes the development of human leukemia. In addition, our study illustrates that whole-genome sequencing of phenotypically discordant monozygotic twins provides an effective approach, in combination with mutational analysis in patients and functional assays using experimental models, to uncover disease-causal genes. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 609-609
Author(s):  
Jeffery M. Klco ◽  
David H Spencer ◽  
Christopher A Miller ◽  
Tamara Lamprecht ◽  
Dan George ◽  
...  

Abstract Most recurrent somatic mutations in acute myeloid leukemia (AML) have been identified. However, it is now clear that many mutations are not always present in all the cells within an AML sample. Our previous studies have shown that all AML samples are comprised of a founding clone and usually one or more subclones that are derived from the founding clone. The clonal architecture of an AML sample can be identified using single nucleotide variants (SNVs) that cluster according to discrete variant allele fractions (VAFs); the accurate identification of these clusters in AML samples generally requires deep digital sequencing of all the variants identified by whole genome sequencing (WGS), since AML samples have so few mutations in coding sequences. However, it is not yet clear whether human AML samples engrafted in immunodeficient mice accurately recapitulate the subclonal architecture of the injected sample. Similarly, it not yet clear whether the presence of human cytokines, such as those expressed in the NSG-SGM3 strain (NSG mice with transgenes expressing human IL-3, SCF, and GM-CSF) would alter the engrafting potential of individual subclones within an injected sample. We injected 1 million bulk (unsorted and unmanipulated) cells from 9 different oligoclonal, de novo AML samples into 73 mice (31 NSG and 42 NSG-SGM3) via lateral tail vein injections. Five of the 9 samples were concurrently injected into both NSG and NSG-SGM3 mice. Engraftment was then assessed at 14 weeks (or the first sign of illness) using flow cytometry for human CD45, CD33 and/or CD34. Eight of the 9 samples engrafted, and 58 of the 73 mice had detectable leukemia at 14 weeks (4-11 mice per engrafted AML sample). Consistent with previous studies, engraftment was more efficient and robust in the NSG-SGM3 strain: 39/42 (92.9%) NSG-SGM3 mice had greater than 1% human AML in the bone marrow, compared to 19/31 NSG (61.3%). NSG-SGM3 mice had an average 47.5% human AML cells in the bone marrow, compared to 23.9% in NSG mice (P<0.05). We performed targeted deep sequencing on human AML cells purified from the engrafted mice to define the VAFs of all known somatic variants previously identified by whole genome sequencing for these cases. We have evaluated 36 xenografts from 5 different AML samples; 3 of these samples were injected into both NSG strains. Despite multiple subclones present per sample at the time of injection, 31 of 36 xenografts only contained cells from a single subclone. 3/5 samples consistently engrafted the same subclone, while multiple different subclones engrafted from the other two samples. Preferential engraftment and outgrowth of subclones that comprised <20% of the input sample was observed for 2 of the samples, implying that these subclones have cell-intrinsic properties that provide them with a growth or engraftment advantage. Mutations in DNMT3A (present in 3 AMLs and 19 xenografts) and NPM1 (present in 2 AMLs and 15 xenografts) were always retained in the xenografts. In contrast, variable retention of FLT3-ITD was observed--for 2 samples the subclone bearing the FLT3-ITD engrafted in all xenografts (n=4 for each AML) while the xenografts from another AML sample with a subclonal FLT3-ITD allele never contained this mutation. Lastly, comparison of the xenografts from the same AML sample in NSG and NSG-SGM3 mice demonstrated variable patterns: the xenografts from some AML samples were comprised of the same subclone in both strains, but from another sample, the two strains produced xenografts with different clonal compositions. Thus, the presence of human cytokines can skew subclonal engraftment and/or proliferation in immunodeficient mice. In summary, engraftment of AML samples in NSG mice (and NSG-SGM3 mice) typically results in skewing of the sample’s original clonal architecture with a dramatic restriction in the number of subclones. Further, the expression of human hematopoietic cytokines can influence the engraftment and/or outgrowth of specific subclones. These findings suggest that rigorous analyses of samples before and after xenotransplantation are necessary to define the subclones (and the mutations contained therein) for the testing of novel targeted therapies. Disclosures: No relevant conflicts of interest to declare.


2021 ◽  
Vol 6 (1) ◽  
Author(s):  
Brent S. Pedersen ◽  
Joe M. Brown ◽  
Harriet Dashnow ◽  
Amelia D. Wallace ◽  
Matt Velinder ◽  
...  

AbstractIn studies of families with rare disease, it is common to screen for de novo mutations, as well as recessive or dominant variants that explain the phenotype. However, the filtering strategies and software used to prioritize high-confidence variants vary from study to study. In an effort to establish recommendations for rare disease research, we explore effective guidelines for variant (SNP and INDEL) filtering and report the expected number of candidates for de novo dominant, recessive, and autosomal dominant modes of inheritance. We derived these guidelines using two large family-based cohorts that underwent whole-genome sequencing, as well as two family cohorts with whole-exome sequencing. The filters are applied to common attributes, including genotype-quality, sequencing depth, allele balance, and population allele frequency. The resulting guidelines yield ~10 candidate SNP and INDEL variants per exome, and 18 per genome for recessive and de novo dominant modes of inheritance, with substantially more candidates for autosomal dominant inheritance. For family-based, whole-genome sequencing studies, this number includes an average of three de novo, ten compound heterozygous, one autosomal recessive, four X-linked variants, and roughly 100 candidate variants following autosomal dominant inheritance. The slivar software we developed to establish and rapidly apply these filters to VCF files is available at https://github.com/brentp/slivar under an MIT license, and includes documentation and recommendations for best practices for rare disease analysis.


Author(s):  
Emmanuel Lecorche ◽  
Côme Daniau ◽  
Kevin La ◽  
Faiza Mougari ◽  
Hanaa Benmansour ◽  
...  

Abstract Background Post-surgical infections due to Mycobacterium chimaera appeared as a novel nosocomial threat in 2015, with a worldwide outbreak due to contaminated heater-cooler units used in open chest surgery. We report the results of investigations conducted in France including whole genome sequencing comparison of patient and HCU isolates. Methods We sought M. chimaera infection cases from 2010 onwards through national epidemiological investigations in healthcare facilities performing cardiopulmonary bypass together with a survey on good practices and systematic heater-cooler unit microbial analyses. Clinical and HCU isolates were subjected to whole genome sequencing analyzed with regards to the reference outbreak strain Zuerich-1. Results Only two clinical cases were shown to be related to the outbreak, although 23% (41/175) heater-cooler units were declared positive for M. avium complex. Specific measures to prevent infection were applied in 89% (50/56) healthcare facilities although only 14% (8/56) of them followed the manufacturer maintenance recommendations. Whole genome sequencing comparison showed that the clinical isolates and 72% (26/36) of heater-cooler unit isolates belonged to the epidemic cluster. Within clinical isolates, 5 to 9 non-synonymous single nucleotide polymorphisms were observed, among which an in vivo mutation in a putative efflux pump gene observed in a clinical isolate obtained for one patient under antimicrobial treatment. Conclusions Cases of post-surgical M. chimaera infections were declared to be rare in France, although heater-cooler units were contaminated as in other countries. Genomic analyses confirmed the connection to the outbreak and identified specific single nucleotide polymorphisms, including one suggesting fitness evolution in vivo.


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