scholarly journals Pan-cancer scale landscape of simple somatic mutations

2017 ◽  
Author(s):  
Nan Zhou ◽  
Blanca Gallego ◽  
Jinku Bao ◽  
Guy Tsafnat

AbstractGenome is the carrier of somatic mutations during the development of cancer. The catalogue of simple somatic mutations (SSM) is a subgroup of somatic mutations. It includes single base substitutions, small deletions and insertions of <= 200 bp, and multiple base substitutions of <= 200 bp. The comprehensive landscape of SSM has not been studied. After analysed 46,692,922 SSM of 10,878 samples, we proposed a pan-cancer scale landscape of SSM for 60 cancer projects in ICGC. In addition, the whole genome sequencing (WGS) and whole exome sequencing (WXS) techniques were compared according to the landscape of SSM. The result indicates numbers of SSM vary dramatically in different cancers. WGS can detect 10 times more single base substitutions and insertions than WXS. In terms of WXS, it called 10 times more deletions than insertions. Multiple base substitutions have not been well studied so they were just observed in a few cancer projects. Cancers generally show high prevalence of C > T substitutions at NpCpG trinucleotide contexts. Skin cancer showed distinct mutational spectra. Breast cancer, bladder cancer, and cervical cancer were found to have similar mutational spectra. Acute myeloid leukemia and lung cancer from South Korea, and colorectal cancer from China show high density of single base substitutions per mega base in chromosome Y. To sum up, our study and findings will be thought provoking in studying SSM in cancer.

Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 834-834
Author(s):  
Norio Shiba ◽  
Kenichi Yoshida ◽  
Yasunobu Nagata ◽  
Ayana Kon ◽  
Yusuke Okuno ◽  
...  

Abstract Background Acute myeloid leukemia (AML) is a molecularly and clinically heterogeneous disease. Currently, targeted sequencing efforts have identified several mutations that carry diagnostic and prognostic information such as RAS, KIT, and FLT3 in both adult and pediatric AML, and NPM1 and TET2 in adult AML. Meanwhile, the recent development of massively parallel sequencing technologies has provided a new opportunity to discover genetic changes across the entire genomes or protein-coding sequences in human cancers at a single-nucleotide level, which could be enabled the discovery of recurrent mutations in IDH1/2, and DNMT3A in adult AML. However, these mutations are extremely rare in pediatric AML. Methods To reveal a complete registry of gene mutations and other genetic lesions, whole-exome resequencing of paired tumor-normal DNA from 19 cases were analyzed with a mean coverage of approximately x100, and 82 % of the target sequences were analyzed at more than x20 depth on average. We selected various cases in age, FAB classification and karyotypes, including 5 cases with core-binding-factor AML, 6 cases with MLL-rearrangement and 2 acute megakaryoblastic leukemia cases. Results and Discussion A total of 80 somatic mutations or 4.2 mutations per sample were identified. As the mean number of somatic mutations reported in adult AML was about ten, somatic mutations in pediatric AML might be fewer than in adult AML. Many of the recurrent mutations identified in this study involved previously reported targets in AML, such as FLT3, CEBPA, KIT, CBL, NRAS, WT1 and EZH2. On the other hand, several genes were newly identified in the current study, including BRAF, BCORL1, DAZAP1, CUL2, ASXL2, MLL2, MLL3, SMC3 and RAD21. Among these, what immediately drew our attention were SMC3 and RAD21, because they belong to the major cohesin components. Cohesin is a multimeric protein complex conserved across species and composed of four core subunits, i.e., SMC1, SMC3, RAD21, and STAG proteins, forming a ring-like structure. Cohesin is engaged in cohesion of sister chromatids during cell division, post-replicative DNA repair, and regulation of global gene expression through long-range cis-interactions. Furthermore, we also drew our attention to BCORL1, because it is a transcriptional corepressor, and can bind to class II histone deacetyllases (HDAC4, HDAC5, HDAC7), to interact with the CTBP1 corepressor, and to affect the repression of E-cadherin. BCOR is also a transcriptional corepressor and play a key role in the regulation of early embryonic development, mesenchymal stem cell function and hematopoiesis. To confirm and extend the initial findings in the whole-exome sequencing, we studied mutations of the above 8 genes, in pediatric AML (N = 190) using a high-throughput mutation screen of pooled DNA followed by confirmation/ identification of candidate mutations. In total, 32 mutations were identified in 31 of the 190 specimens of pediatric AML [BCOR (N = 7), BCORL1 (N = 7), RAD21 (N = 7), SMC3 (N = 5), SMC1A (N = 1), and STAG2 (N = 3)]. The mutually exclusive pattern of the mutations in these BCOR, BCORL1 and cohesin components genes was confirmed in this large case series, suggesting a common impact of these mutations on the pathogenesis of pediatric AML. The 4-year overall survival of these cases with major cohesin components gene mutations was relatively favorable (12/16 or 75.0%), but the outcome of cases with BCOR or BCORL1 cases was unfavorable (8/14 or 57.1%). Conclusion Whole exome resequencing unmasked a complexity of gene mutations in pediatric AML genomes. Our results indicated that a subset of pediatric AML represents a discrete entity that could be discriminated from the adult counterpart, in terms of the spectrum of gene mutations. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 306-306 ◽  
Author(s):  
Francine E. Garrett-Bakelman ◽  
Sheng Li ◽  
Stephen S. Chung ◽  
Todd Hricik ◽  
Rapaport Franck ◽  
...  

Abstract Acute Myeloid Leukemia (AML) remains a clinical challenge, with most patients dying of relapsed disease. The complete biological basis of relapse remains unclear. Genetic lesions and heterogeneity have been proposed as key drivers of clinical outcome, yet do not fully explain leukemia relapse. Epigenomic dysregulation is a hallmark of newly diagnosed AML. Plasticity is a core property of the epigenome, enabling cells to adapt to stressful conditions, independent of genetic alterations. Hence we asked whether epigenomic plasticity might contribute to AML progression, have functional consequences and be independent of genetic influences in AML (a question that has not been addressed for any tumor type). Methods. We formed an international consortium to collect and profile paired diagnosis and relapse AML specimens. We extracted DNA and RNA from 138 clinically annotated AML patient samples. We obtained matched germline DNA as genetic controls, and fourteen normal CD34+ specimens as DNA methylation and transcriptome controls. We performed methylome sequencing (ERRBS), genomic sequencing (exomes and targeted resequencing) and transcriptomic (RNA-seq) profiling. For a single patient, more intensive multi-layer profiling (whole genome sequencing, ERRBS, RNA-seq and single cell RNA-seq) was performed at five serial time points. We quantified epigenetic allelic heterogeneity (epialleles) using a novel approach that employs entropy equations (MethClone), and validated epiallele composition using orthogonal methods. Some of the major conclusions are: 1) Epigenetic allelic diversity is an independent variable linked to clinical outcome. Statistically significant epiallele shift (ΔS <-90) was detected at thousands of genomic loci (eloci) at diagnosis. High eloci burden correlated (Wilcoxon test) with a shorter relapse free probability in the entire cohort (p = 0.043) and in intermediate-risk patients based on the Medical Research Council (p= 0.016) and European Leukemia Net (p=0.057) criteria. Multivariate analysis using Cox proportional hazards regression model revealed that the epiallele burden was an independent variable correlated with relapse free survival (p = 0.021). 2) Promoter epialleles are linked to hypervariable transcriptional regulation. We observed substantial change in epiallele burden at relapse versus diagnosis. A subset of the eloci localized to gene promoters. High promoter epiallele variance was significantly associated with high transcriptional variance (p<0.001) based on RNA-seq, including genes that were significantly differentially expressed at relapse. Deconvolution of leukemia blast populations using Single Cell RNA-seq confirmed that the presence of promoter epialleles was linked to hypervariable transcriptional states (p<0.001). 3) AML patients can be classified according to epigenetic allele progression at relapse. K-means clustering based on epiallele shift at diagnosis versus relapse distributed patients into three classes: those with reduced, increasing or stable epiallele burden. Strikingly, there was no correlation between epiallele changes and the patterns of genomic evolution. Furthermore, there was no correlation between epiallele patterns acquired with mutations in epigenetic modifiers or other recurrently mutated genes in AML. 4) Epigenetic heterogeneity upon disease relapse is divergent from the genetic landscape. Integrating whole genome sequencing and methylome analysis we observed that a) significant increases in epigenetic heterogeneity precede significant changes in the abundance of somatic mutations; b) whereas a high number of somatic mutations were shared across all time points, epialleles exhibited dominance of distinct and unique eloci at each time point; and c) the variant epiallele frequency decreased earlier in progression than somatic mutation variant allele frequency, suggesting that epigenetic clonal diversification can precede genetic clonal evolution. Summary. Based on our results we propose that epigenetic allele diversity allows populations of leukemia cells to sample transcriptional states more freely thus creating the potential for greater evolutionary fitness. This provides an additional independent mechanism of plasticity that can explain the resilient nature of AML to adapt and survive exposure to chemotherapy drugs, independent of genetic heterogeneity. Disclosures Perl: Actinium Pharmaceuticals: Consultancy; Asana Biosciences: Consultancy; Arog Pharmaceuticals: Consultancy; Ambit/Daichi Sankyo: Consultancy; Astellas US Pharma Inc.: Consultancy. Becker:Millenium: Research Funding. Lewis:Roche: Honoraria, Other: Travel; Amgen: Other: Travel. Levine:Loxo Oncology: Membership on an entity's Board of Directors or advisory committees; CTI BioPharma: Membership on an entity's Board of Directors or advisory committees; Foundation Medicine: Consultancy.


Blood ◽  
2011 ◽  
Vol 118 (23) ◽  
pp. 6153-6163 ◽  
Author(s):  
Vera Grossmann ◽  
Enrico Tiacci ◽  
Antony B. Holmes ◽  
Alexander Kohlmann ◽  
Maria Paola Martelli ◽  
...  

Abstract Among acute myeloid leukemia (AML) patients with a normal karyotype (CN-AML), NPM1 and CEBPA mutations define World Health Organization 2008 provisional entities accounting for approximately 60% of patients, but the remaining 40% are molecularly poorly characterized. Using whole-exome sequencing of one CN-AML patient lacking mutations in NPM1, CEBPA, FLT3-ITD, IDH1, and MLL-PTD, we newly identified a clonal somatic mutation in BCOR (BCL6 corepressor), a gene located on chromosome Xp11.4. Further analyses of 553 AML patients showed that BCOR mutations occurred in 3.8% of unselected CN-AML patients and represented a substantial fraction (17.1%) of CN-AML patients showing the same genotype as the AML index patient subjected to whole-exome sequencing. BCOR somatic mutations were: (1) disruptive events similar to the germline BCOR mutations causing the oculo-facio-cardio-dental genetic syndrome; (2) associated with decreased BCOR mRNA levels, absence of full-length BCOR, and absent or low expression of a truncated BCOR protein; (3) virtually mutually exclusive with NPM1 mutations; and (4) frequently associated with DNMT3A mutations, suggesting cooperativity among these genetic alterations. Finally, BCOR mutations tended to be associated with an inferior outcome in a cohort of 422 CN-AML patients (25.6% vs 56.7% overall survival at 2 years; P = .032). Our results for the first time implicate BCOR in CN-AML pathogenesis.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 1626-1626
Author(s):  
Jelena D Milosevic Feenstra ◽  
Elisa Rumi ◽  
Daniela Pietra ◽  
Andreas Schönegger ◽  
Christoph Bock ◽  
...  

Abstract Disease progression to acute myeloid leukemia (AML) is observed in 7% of the cases with the three classical BCR-ABL1 negative myeloproliferative neoplasms (MPN), polycythemia vera (PV), essential thrombocythemia (ET) and primary myelofibrosis (PMF). According to the WHO, the presence of ≥ 20% blasts in bone marrow or peripheral blood is the diagnostic criterion for establishing leukemic transformation. PMF patients are at the highest risk, while PV and ET patients often develop secondary myelofibrosis prior to the leukemic transformation. Post-MPN AML patients have poor prognosis and clonal evolution of MPN chronic phase to AML is not well understood. Here we aimed to study the clonal evolution from MPN to AML in 7 cases, by performing whole exome sequencing (WES) on samples taken at various disease stages from individual patients. From the 7 post-MPN AML patients included in the study, 4 were diagnosed with PV and 3 with ET during chronic phase of the disease. For all 7 patients WES was performed on DNA samples from the control tissue, chronic phase and/or accelerated phase, and the leukemic phase of the disease. All variants identified by WES were validated using Sanger sequencing. In addition, tumor samples were analyzed for genomic deletions, gains and uniparental disomies (UPD) using SNP microarrays. We identified on average 16 somatic mutations (range 12-27) and 4 chromosomal aberrations (range 0-9) per patient in the leukemic stage of the disease. All patients were JAK2-V617F positive. 115 validated somatic mutations affected a total of 100 different genes. Most mutations were found in genes that were previously not linked to myeloid cancers, however, they were not recurrent. Besides JAK2-V617F, recurrent mutations were found in TP53 (N=3/7), RUNX1 (N=2/7), TET2 (N=2/7) and MPL (N=2/7). Biallelic TP53, RUNX1 and TET2 mutations were present in single patients. Known MPN and AML-related genes such as DNMT3A, SRSF2, U2AF1, IDH2, KIT, and PHF6 were mutated in single patients. We identified 25 chromosomal aberrations in 7 patients. Del5q, del6p, del7q and 9pUPD were recurrent. UPDs and trisomies of chromosomes 9, 12q, 17p and 21 were coupled with mutations in JAK2, SH2B3, TP53 and RUNX1. One patient harbored focal deletions of <1Mb on chromosomes 10 and 12, targeting TET1 and ETV6, respectively. We used variant frequencies detected by WES and copy number ratios and allelic difference values detected by microarrays at various stages of the disease to reconstruct the clonal evolution from chronic phase to AML in the 7 studied cases. Mutations with similar variant frequencies showing changes of allelic frequency in the same direction were assumed to be part of the same clone. Figure 1 illustrates an example of the proposed model for clonal evolution in Patient 6. As in this patient we had WES data from chronic, accelerated and leukemic stage of the disease, we first analyzed the clonal evolution from chronic to the accelerated phase. In the chronic phase the ~60-80% of granulocytes were derived from a single clone carrying 5 somatic mutations (JAK2, CAD, PPFIA2, SCNG, USH2A) and 2 chromosomal aberrations (1q gain and trisomy 9). At the accelerated phase of the disease we could observe that the main clone acquired somatic mutations in ADIPOQ, EYA3 and FAM123C and that there is at least one subclone (~40% of cells) appearing with mutations in OGDH, PHF6, USH2A, del7q and 9qUPD. At the leukemic stage, the clone with 9qUPD was suppressed by the outgrowing clone carrying OGDH and other mutations. We could also show that at the final leukemic stage the dominant clone acquired RUNX1 S400X mutation, amplified with a trisomy of chromosome 21, while the other RUNX1 allele mutated to Q262X. In each of the 7 studied patients the clonal evolution was unique and complex process with a few common features. Loss of TP53 is the most common genetic lesion. TET2 mutations are early events in clonal evolution of MPN and often precede the acquisition of JAK2-V617F, while RUNX1 mutations seem to be late events, leading to differentiation arrest and appearance of blasts. We demonstrated that in 6/7 studied cases the clonal evolution was a linear process, led by sequential acquisition of somatic mutations on the basis of the same clone causing the chronic disease. This finding is in line with the results of our previous study where we showed that the genetic basis of secondary AML is significantly different from de novo AML. Disclosures Kralovics: AOP Orphan: Research Funding; Qiagen: Membership on an entity's Board of Directors or advisory committees.


2001 ◽  
Vol 19 (5) ◽  
pp. 1405-1413 ◽  
Author(s):  
Debes H. Christiansen ◽  
Mette K. Andersen ◽  
Jens Pedersen-Bjergaard

PURPOSE: To study mutations and loss of heterozygosity (LOH) of p53 in therapy-related myelodysplasia (t-MDS) and acute myeloid leukemia (t-AML). PATIENTS AND METHODS: Fifty-two unselected patients with t-MDS and 25 patients with t-AML were studied by polymerase chain reaction (PCR)–single-strand conformational polymorphism (SSCP) at the DNA level and by reverse transcriptase (RT)-PCR–SSCP at the mRNA level, and cases with aberrant SSCP patterns were sequenced. RESULTS: Somatically acquired mutations of p53 were observed in 21 of 77 cases of t-MDS or t-AML, and 19 of these 21 patients had received alkylating agents. Single-base substitutions at A:T pairs were more common in t-MDS and t-AML, whereas single-base substitutions at G:C pairs are most common in MDS and AML de novo and in solid tumors. Six patients demonstrated a cytogenetic loss of 17p13, and these six and an additional nine patients with p53 mutations demonstrated LOH of p53 at the DNA or mRNA level. This suggests a cytogenetic loss of the normal p53 allele in these nine cases combined with duplication of the homologous chromosome 17 carrying the mutated p53 allele. Mutations of p53 were significantly associated with deletion or loss of 5q (P < .0001) and a complex karyotype (P = .0001), but surprisingly were not associated with deletion or loss of 7q (P = .73), and were infrequent in patients with balanced chromosome translocations (P = .03). Mutations of p53 were more common in older patients (P = .036) and were associated with an extremely poor prognosis (P = .014), apparently restricted to the 15 cases with LOH of p53 ( P = .046). CONCLUSION: Mutations with loss of function of p53 are significantly associated with deletion or loss of 5q in t-MDS and t-AML after previous treatment with alkylating agents and are associated with genetic instability.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 784-784
Author(s):  
Giridharan Ramsingh ◽  
Dong Shen ◽  
Tamara Lamprecht ◽  
Sharon Heath ◽  
Robert S. Fulton ◽  
...  

Abstract Abstract 784 Whole Genome Sequencing of Therapy-Related Acute Myeloid Leukemia Giridharan Ramsingh, Dong Shen, Tamara L. Lamprecht, Sharon E. Heath, Robert S. Fulton, Elaine Mardis, Li Ding, Peter Westervelt, John Welch, Matthew J. Walter, Timothy A. Graubert, John F. DiPersio, Timothy J. Ley, Richard K. Wilson, and Daniel C. Link. Therapy related therapy-related acute myeloid leukemia (t-AML) accounts for 10–20% of all new cases of AML, and its incidence is rising. A fundamental difference in the pathogenesis of de novo AML and t-AML is prior treatment with chemotherapy and/or radiotherapy. The exposure of hematopoietic stem/progenitors cells (HSPCs) to this genotoxic stress is hypothesized to alter the number and spectrum of mutations that arise in t-AML. Moreover, the genotoxic stress may exert selective pressure to expand those HSPC clones that are inherently resistant to chemotherapy, a common feature in t-AML. To test these hypotheses, we sequenced the genomes of 23 cases of t-AML and compared them to the genomes of 24 cases of de novo AML, which we recently reported (Welch et al., Cell, July 2012). We choose to focus our initial studies on the subset of t-AML with normal cytogenetics or simple balanced translocations. Specifically, MLL gene rearrangements were observed in 22% of cases, other balanced translocations in 22%, trisomy 8 in 22%, normal karyotype in 31%, and a complex karyotype in a single case. All patients had received prior alkylator chemotherapy (62%), topoisomerase inhibitor chemotherapy (65%), or radiotherapy (77%). To identify somatic mutations, whole genome sequencing was performed on leukemic bone marrow (average 65% blasts) and skin (normal) DNA. Average haploid coverage was 37.5X and 34.7X for the leukemia and skin genomes, respectively. All somatic mutations were verified using patient-specific custom NimbleGen capture arrays, followed by Illumina sequencing. Although the total number of somatic single nucleotide variants in older patients (>50 years) with t-AML was similar to that observed in de novo AML (484 ± 68 vs. 506 ± 45, respectively), significantly more mutations were present in younger (≤ 50 years) patients with t-AML (743 ± 228) compared with de novo AML (336 ± 179, P=0.04). Exposure to chemotherapy is associated with an increased rate of transversions in relapsed AML (Ding et al., Nature 2012). However, the percentage of somatic mutations that were transversions in t-AML (35.8 ± 1.91%) was similar to that seen in de novo AML (33.5 ± 0.93%), regardless of age. In the 23 t-AML genomes, we identified recurring mutations (present in at least 2 cases) in 20 genes. Many of these mutations were also observed in de novo AML genomes (Figure 1). The most commonly mutated gene in t-AML was TET2, which was mutated in 35% of cases. Of interest, missense mutations of the ABC transporter gene ABCG2 were significantly enriched in t-AML (2/23, 8.7%) compared with de novo AML (0 in 200 cases, P=0.01). ABCG2 (also known as breast cancer resistance protein, BCRP) has been implicated in chemotherapy resistance. ABCG2 is expressed at high levels in hematopoietic stem cells, where it is known to function as a key drug transporter. Studies are underway to define the frequency of ABCG2 mutations (and other ABC transporter genes) in a larger cohort of t-AML, including cases with alterations in chromosome 5 or 7 or with complex cytogenetic abnormalities. In summary, in younger patients with t-AML, the mutational burden is higher than that of de novo AML patients, possibly reflecting prior exposure to chemoradiotherapy, though no increase in transversions was observed. Mutations of ABCG2 may contribute to chemotherapy resistance in a subset of t-AML. Figure 1. Recurring mutations in t-AML (n = 23) compared with de novo AML (n = 24). Figure 1. Recurring mutations in t-AML (n = 23) compared with de novo AML (n = 24). Disclosures: Ley: Washington University: Patents & Royalties.


Sign in / Sign up

Export Citation Format

Share Document