Whole Exome Sequencing In Relapsed Pediatric T-ALL: Progression Into Relapse Is Characterized By An Increased Number Of Somatic Mutations and a Conservation Of Mutations In Leukemogenic Driver Genes

Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 228-228
Author(s):  
Joachim Kunz ◽  
Tobias Rausch ◽  
Obul R Bandapalli ◽  
Martina U. Muckenthaler ◽  
Adrian M Stuetz ◽  
...  

Abstract Acute precursor T-lymphoblastic leukemia (T-ALL) remains a serious challenge in pediatric oncology, because relapses carry a particularly poor prognosis with high rates of induction failure and death despite generally excellent treatment responses of the initial disease. It is critical, therefore, to understand the molecular evolution of pediatric T-ALL and to elucidate the mechanisms leading to T-ALL relapse and to understand the differences in treatment response between the two phases of the disease. We have thus subjected DNA from bone marrow samples obtained at the time of initial diagnosis, remission and relapse of 14 patients to whole exome sequencing (WES). Eleven patients suffered from early relapse (duration of remission 6-19 months) and 3 patients from late relapse (duration of remission 29-46 months).The Agilent SureSelect Target Enrichment Kit was used to capture human exons for deep sequencing. The captured fragments were sequenced as 100 bp paired reads using an Illumina HiSeq2000 sequencing instrument. All sequenced DNA reads were preprocessed using Trimmomatic (Lohse et al., Nucl. Acids Res., 2012) to clip adapter contaminations and to trim reads for low quality bases. The remaining reads greater than 36bp were mapped to build hg19 of the human reference genome with Stampy (Lunter & Goodson, Genome Res. 2011), using default parameters. Following such preprocessing, the number of mapped reads was >95% for all samples. Single-nucleotide variants (SNVs) were called using SAMtools mpileup (Li et al., Bioinformatics, 2009). The number of exonic SNVs varied between 23,741 and 31,418 per sample. To facilitate a fast classification and identification of candidate driver mutations, all identified coding SNVs were comprehensively annotated using the ANNOVAR framework (Wang et al., Nat. Rev. Genet., 2010). To identify possible somatic driver mutations, candidate SNVs were filtered for non-synonymous, stopgain or stoploss SNVs, requiring an SNV quality greater or equal to 50, and requiring absence of segmental duplications. Leukemia-specific mutations were identified by filtering against the corresponding remission sample and validated by Sanger sequencing of the genomic DNA following PCR amplification. We identified on average 9.3 somatic single nucleotide variants (SNV) and 0.6 insertions and deletions (indels) per patient sample at the time of initial diagnosis and 21.7 SNVs and 0.3 indels in relapse. On average, 6.3 SNVs were detected both at the time of initial diagnosis and in relapse. These SNVs were thus defined as leukemia specific. Further to SNVs, we have also estimated the frequency of copy number variations (CNV) at low resolution. Apart from the deletions resulting from T-cell receptor rearrangement, we identified on average for each patient 0.7 copy number gains and 2.2 copy number losses at the time of initial diagnosis and 0.5 copy number gains and 2.4 copy number losses in relapse. We detected 24/27 copy number alterations both in initial diagnosis and in relapse. The most common CNV detected was the CDKN2A/B deletion on chromosome 9p. Nine genes were recurrently mutated in 2 or more patients thus indicating the functional leukemogenic potential of these SNVs in T-ALL. These recurrent mutations included known oncogenes (Notch1), tumor suppressor genes (FBXW7, PHF6, WT1) and genes conferring drug resistance (NT5C2). In several patients one gene (such as Notch 1, PHF6, WT1) carried different mutations either at the time of initial diagnosis and or in relapse, indicating that the major leukemic clone had been eradicated by primary treatment, but that a minor clone had persisted and expanded during relapse. The types of mutations did not differ significantly between mutations that were either already present at diagnosis or those that were newly acquired in relapse, indicating that the treatment did not cause specific genomic damage. We will further characterize the clonal evolution of T-ALL into relapse by targeted re-sequencing at high depth of genes with either relapse specific or initial-disease specific mutations. In conclusion, T-ALL relapse differs from primary disease by a higher number of leukemogenic SNVs without gross genomic instability resulting in large CNVs. Disclosures: No relevant conflicts of interest to declare.

2016 ◽  
Vol 15 ◽  
pp. CIN.S36612 ◽  
Author(s):  
Lun-Ching Chang ◽  
Biswajit Das ◽  
Chih-Jian Lih ◽  
Han Si ◽  
Corinne E. Camalier ◽  
...  

With rapid advances in DNA sequencing technologies, whole exome sequencing (WES) has become a popular approach for detecting somatic mutations in oncology studies. The initial intent of WES was to characterize single nucleotide variants, but it was observed that the number of sequencing reads that mapped to a genomic region correlated with the DNA copy number variants (CNVs). We propose a method RefCNV that uses a reference set to estimate the distribution of the coverage for each exon. The construction of the reference set includes an evaluation of the sources of variability in the coverage distribution. We observed that the processing steps had an impact on the coverage distribution. For each exon, we compared the observed coverage with the expected normal coverage. Thresholds for determining CNVs were selected to control the false-positive error rate. RefCNV prediction correlated significantly ( r = 0.96–0.86) with CNV measured by digital polymerase chain reaction for MET (7q31), EGFR (7p12), or ERBB2 (17q12) in 13 tumor cell lines. The genome-wide CNV analysis showed a good overall correlation (Spearman's coefficient = 0.82) between RefCNV estimation and publicly available CNV data in Cancer Cell Line Encyclopedia. RefCNV also showed better performance than three other CNV estimation methods in genome-wide CNV analysis.


2021 ◽  
Vol 17 (1) ◽  
pp. 29-37
Author(s):  
E. S. Striukova ◽  
E. V. Shakhtshneider ◽  
D. E. Ivanoshchuk ◽  
Yu. I. Ragino ◽  
Ya. V. Polonskaya ◽  
...  

Factor V, encoded by the F5 gene, is a procoagulant blood clotting factor that increases the production of thrombin, the central enzyme that converts fibrinogen to fibrin, which leads to the formation of a blood clot. The F5 gene is localized to 1q24.2 chromosome and consists of 25 exons. There are various mutations in the F5 gene that lead to resistance of activated protein C (APC) (elimination of the APС cleavage site in factor V and factor Va), which can lead to arterial and venous thrombosis. The aim of the present study was to analyze variants of the F5 gene in patients diagnosed with coronary atherosclerosis without acute coronary syndrome with stable functional class II–IV angina pectoris, confirmed by coronary angiography data, using the method of whole exome sequencing.Material and methods. The study was conducted in the framework of the Program of joint research work IIPM — branch of the ICG SB RAS and the FSBI «Research Institute of Circulation Pathology named after E.N. Meshalkin» Ministry of Health of Russian Federation. The study included 30 men aged 40–70 years with coronary angiography-­verified coronary atherosclerosis, without ACS, with stable angina pectoris of the II–IV FC. Patients were admitted for coronary bypass surgery, and endarteriaectomy from the coronary artery (s) was performed during the operation according to intraoperative indications. Whole exome sequencing (SureSelectXT Human All Exon v.6+UTR) was carried out on an Illumina NextSeq 500 instrument (USA).Results. In 30 patients, 29 single-­nucleotide variants were found in the F5 gene. In patients with coronary atherosclerosis, rs9332701 of the F5 gene is 3.33 times more common, and rs6027 is 1.67 times more common than in the population. And rs184663825 was found in 3.33% of cases, while its occurrence in the population is 0.05%. For variants rs6034 and rs144979314, a possible damaging effect on the protein product is shown.Conclusion. The single-­nucleotide variants rs9332701, rs6027, rs184663825, rs6034, rs144979314 of the F5 gene are of interest for inclusion in the genetic panels for the analysis of risk factors for the development of acute coronary syndrome.


2019 ◽  
Vol 50 (02) ◽  
pp. 122-125 ◽  
Author(s):  
Melissa Hicks ◽  
A.H.M. Huq ◽  
Rajkumar Agarwal ◽  
Kuntal Sen

Case We report a 15-year-old Indian girl born to a consanguineous couple, who presented with epilepsy, developmental delay, neuroregression, and episodes of alternating hemiparesis. In addition, she had one episode of rhabdomyolysis at the age of 7 years. Extensive genetic and metabolic work up through the years was unrevealing. Eventually a trio whole exome sequencing (WES) revealed homozygous single nucleotide variants in TANGO2 gene. Discussion TANGO2 related recurrent metabolic crises with encephalomyopathy and cardiac arrhythmias were described very recently and only 15 cases were reported in literature at the time of writing. Alternating hemiplegia of childhood which was seen in our patient, has not been described in previous patients with TANGO2 mutation, and thereby expands the emerging phenotypic spectrum of this novel entity. This report also reiterates the utility of WES in diagnosing newly recognized neurogenetic conditions.


2015 ◽  
Vol 2015 ◽  
pp. 1-7 ◽  
Author(s):  
Youngil Koh ◽  
Daeyoon Kim ◽  
Woo-June Jung ◽  
Kwang-Sung Ahn ◽  
Sung-Soo Yoon

Background.Previously we established two cell lines (SNU_MM1393_BM and SNU_MM1393_SC) from different tissues (bone marrow and subcutis) of mice which were injected with single patient’s myeloma sample. We tried to define genetic changes specific for each cell line using whole exome sequencing (WES).Materials and Methods.We extracted DNA from SNU_MM1393_BM and SNU_MM1393_SC and performed WES. For single nucleotide variants (SNV) calling, we used Varscan2. Annotation of mutation was performed using ANNOVAR.Results.When calling of somatic mutations was performed, 68 genes were nonsynonymously mutated only in SNU_MM1393_SC, while 136 genes were nonsynonymously mutated only in SNU_MM1393_BM.KIAA1199, FRY, AP3B2,andOPTCwere representative genes specifically mutated in SNU_MM1393_SC. When comparison analysis was performed using TCGA data, mutational pattern of SNU_MM1393_SC resembled that of melanoma mostly. Pathway analysis using KEGG database showed that mutated genes specific of SNU_MM1393_BM were related to differentiation, while those of SNU_MM1393_SC were related to tumorigenesis.Conclusion.We found out genetic changes that underlie tropism of myeloma cells using WES. Genetic signature of cutaneous plasmacytoma shares that of melanoma implying common mechanism for skin tropism.KIAA1199, FRY, AP3B2,andOPTCare candidate genes for skin tropism of cancers.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 1410-1410
Author(s):  
Kenichi Yoshida ◽  
Norio Shiba ◽  
Yuichi Shiraishi ◽  
Akira Shimada ◽  
Kiminori Terui ◽  
...  

Abstract Background Pediatric acute myeloid leukemia (AML) comprises ∼20% of pediatric leukemia, representing one of the major therapeutic challenges in pediatric oncology. Nearly 40% of patients still relapse after present first-line therapies and once the relapse occurs, the long-term survival rates decrease, ranging from 21% to 34%. As for the pathogenesis of AML relapse, the recent development of massively parallel sequencing technologies has provided a new opportunity to investigate comprehensive genetic alterations that are involved in tumor recurrence of adult AML. However, little is known about the molecular details of relapsed pediatric AML. Methods In order to reveal the clonal origin and the major mutational events in relapsed pediatric AML, we performed whole exome sequencing of 4 trio samples from diagnostic, relapsed and complete remission phases using Illumina HiSeq 2000. Copy number abnormalities were also detected using whole exome sequencing. Subsequently, deep sequencing of identified mutations was performed to evaluate intra-tumor heterogeneity and the clonolocal history of relapsed clones. Results Whole-exome sequencing of 12 samples from 4 patients were analyzed with a mean coverage of more than x100, and 95 % of the targeted sequences were analyzed at more than x20 depth on average. A total of 98 somatic mutations were identified, where mean number of non-silent mutations was higher at relapsed phase than at the time of diagnosis (14.0/case vs 10.5/case) (p=0.270). Assessment of clonality using variant allele frequencies of individual mutations suggested that some mutations were subclonal mutations, consisting of intra-tumor heterogeneity both at the time of diagnosis and at relapse. In all 4 patients, relapsed AML evolved from one of the subclones at the initial phase, which was accompanied by many additional mutations including common driver mutations that were absent or existed only with lower allele frequency in the diagnostic samples, indicating a multistep process of leukemia recurrence. Forty-six out of the 98 mutations were specific either at the time of diagnosis (n = 16) or at relapse (n = 30). Relapse-specific mutations and copy number changes were found in several genes including known drivers such as NRAS and CREBBP. These mutations were further investigated in an extended cohort of relapsed pediatric AML samples using targeted sequencing to evaluate their prevalence. In some cases, AML relapse may accompany a dynamic clonal change. For example, some bona fide driver mutations, such as KRAS mutations, that were predominant at the time of diagnosis disappeared in relapsed samples. Discussion Whole exome sequencing unmasked clonal structure of primary and relapsed pediatric AML, which helped to understand the underlying mechanism of relapse in pediatric AML. Our results suggested that pediatric AML has intra-tumor heterogeneity and subclonal mutations such as NRAS and CREBBP occurring in one of the subclones could drive the AML relapse. Disclosures: No relevant conflicts of interest to declare.


2017 ◽  
Vol 10 (1) ◽  
pp. 11-19
Author(s):  
Augusto C. Soares dos Santos Junior ◽  
Luciana B. Rodrigues ◽  
Raony G. Corrêa Do Carmo Lisboa Cardenas ◽  
Patricia G.P. Couto ◽  
Luiz A. Cunha de Marco ◽  
...  

Introduction: Congenital megaureter constitutes the second most frequent cause of hydronephrosis in children. There is still much debate on what extent environmental or genetic factors are involved in the pathogenesis of congenital megaureter. Objectives: This study aimed at investigating a pair of monozygotic twins discordant for the expression of bilateral congenital megaureter using the whole exome sequencing technique. Methods: Peripheral blood DNA was extracted and then sequenced using the whole exome technique from a pair of twins discordant for the presence of bilateral congenital refluxing unobstructed megaureter, his parents and a set of 11 non-related individuals with confirmed diagnosis of congenital megaureter. The DNA of the set of 11 non-related individuals was pooled in three groups. The monozygotic twins and their parents had DNA samples sequenced separately. Sanger validation was performed after data was filtered. Results: In the proband were identified 256 candidate genes, including TBX3, GATA6, DHH, LDB3, and HNF1, which are expressed in the urinary tract during the embryonic period. After Sanger validation, the SNVs found in the genes TBX3, GATA6, DHH and LDB3 were not confirmed in the proband. The SNV chr17:36104650 in the HNF1b gene was confirmed in the proband, his twin brother and the mother, however was not found in the pool of 11 non-related individuals with congenital megaureter. Conclusion: Due to the possible complex causative network of genetic variations and the challenges regarding the use of the whole exome sequencing technique we could not unequivocally associate the genetic variations identified in this study with the development of the congenital megaureter.


2021 ◽  
Vol 14 ◽  
Author(s):  
Tiejia Jiang ◽  
Jia Gao ◽  
Lihua Jiang ◽  
Lu Xu ◽  
Congying Zhao ◽  
...  

Epilepsy is one of the most common neurological disorders in pediatric patients with other underlying neurological defects. Identifying the underlying etiology is crucial for better management of the disorder. We performed trio-whole exome sequencing in 221 pediatric patients with epilepsy. Probands were divided into seizures with developmental delay/intellectual disability (DD/ID) and seizures without DD/ID groups. Pathogenic (P) or likely pathogenic (LP) variants were identified in 71/110 (64.5%) patients in the seizures with DD/ID group and 21/111 (18.9%) patients in the seizures without DD/ID group (P < 0.001). Eighty-seven distinct P/LP single nucleotide variants (SNVs)/insertion deletions (Indels) were detected, with 55.2% (48/87) of them being novel. All aneuploidy and P/LP copy number variants (CNVs) larger than 100 Kb were identifiable by both whole-exome sequencing and copy number variation sequencing (CNVseq) in 123 of individuals (41 pedigrees). Ten of P/LP CNVs in nine patients and one aneuploidy variant in one patient (Patient #56, #47, XXY) were identified by CNVseq. Herein, we identified seven genes (NCL, SEPHS2, PA2G4, SLC35G2, MYO1C, GPR158, and POU3F1) with de novo variants but unknown pathogenicity that were not previously associated with epilepsy. Potential effective treatment options were available for 32 patients with a P/LP variant, based on the molecular diagnosis. Genetic testing may help identify the molecular etiology of early onset epilepsy and DD/ID and further aid to choose the appropriate treatment strategy for patients.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 3786-3786
Author(s):  
Masafumi Seki ◽  
Kenichi Yoshida ◽  
Yusuke Sato ◽  
Yuichi Shiraishi ◽  
Kenichi Chiba ◽  
...  

Abstract T-cell acute lymphoblastic leukemia (T-ALL) accounts for 10% to 15% of newly diagnosed cases of childhood acute lymphoblastic leukemia (ALL). Generally, childhood T-ALL patients have a worse prognosis than B cell precursor ALL patients. Recent studies have identified a subtype of T-ALL termed “early T-cell precursor” (ETP) ALL, which is associated with a high risk of treatment failure. In spite of recent improvements of risk stratified multiagent chemotherapy, relapsed patients have a poor prognosis even if they were non-ETP ALL. Recent genome-wide approach revealed frequent NOTCH1 and FBXW7 oncogenic mutations mutations in T-ALL. In addition, previous whole-exome sequencing disclosed novel CNOT3 mutations in approximately 10% of adult T-ALL cases, and thus, CNOT3 was thought to be one of the novel tumor suppressor gene for adult T-ALL. CNOT3 is part of the CCR4-NOT complex that is the major deadenylase of mRNA. NT5C2, encoding a 5ʹ-nucleotidase was identified as relapse specific mutation, of which mutation is associated with the outgrowth of drug-resistant clones in ALL. However, these mutations have been found in a fraction of childhood T-ALL suggests that the existence of other genetic pathogenesis. To discover new oncogenic gene mutations which involved in the pathogenesis of relapsed T-ALL and to identify novel prognostic markers of childhood T-ALL, we performed genome-wide analysis using whole-exome sequencing and 250K SNP array analyses in 8 cases with relapsed T-ALL and 16 cases with non-relapsed T-ALL. The mean coverage in the whole-exome sequencing of tumor and germline samples was 108× and 100× for the 50-Mb target regions, respectively, by which more than 90% of the coding sequences were represented by more than 20 independent reads on average. A mean of nonsilent mutations per sample at presentation was 18, and sample at 1st relapsed was 19. There were only 16 recurrent mutations in 24 cases; however no shared mutation in 8 relapsed cases other than NOTCH1 and FBXW7. NOTCH1 mutations were found in 50% (12/24), and were frequently identified in relapsed cases (6/8). FBXW7 mutations were also frequently found in 6/24 cases, and 60 % (3/6) were compound heterozygous mutations. In those 6 cases, only one case with FBWX7 mutation had a NOTCH1 mutation. CNOT3 mutations were reported to be frequent in adult T-ALL, however we found only two cases with CNOT3 mutations (8.3%). In addition, PHF6 mutation, which is known as X-linked tumor suppressor gene in T-ALL, was recurrent in 3 cases. Other recurrent mutations were shared between 2 cases, respectively. NT5C2 mutation has been reported to a relapse-specific mutation, and we also found NT5C2 mutations in 2 relapsed cases, which detected in only relapsed samples. RPL5 and RPL10 mutations were reported to be found in 10 % of pediatric T-ALL; however there was one mutation in RPL related genes in our study. Furthermore, we found common mutations of acute myeloid leukemia such as TCF7, STAT5A, KIT, RUNX1, and EP300 mutations in a single case. On the other hand, although pediatric T-ALL showed largely normal genomic copy number profiles, homozygous deletions at chromosome 9p21 harboring CDKN2A were frequently detected in our study (17/24 71%). Especially, 9p21 deletions were found in all relapsed cases, suggesting that loss of CDKN2A locus was a critical genetic mechanism of relapsed T-ALL. In conclusion, our results revealed mutations in several known genes, but overall frequency of recurrent somatic mutations in childhood T-ALL is low, even in relapsed samples. Although loss of CDKN2A locus was detected in all relapsed cases, recurrent relapse-specific mutations could not be identified other than NT5C2. These findings suggest that the majority of relapsed T-ALL may be driven by aberrations of CDKN2A and minor clone variants and/or epigenetic modifications during tumor evolution. Disclosures: No relevant conflicts of interest to declare.


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