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1.
Nature ; 621(7978): 344-354, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37612512

RESUMO

The human Y chromosome has been notoriously difficult to sequence and assemble because of its complex repeat structure that includes long palindromes, tandem repeats and segmental duplications1-3. As a result, more than half of the Y chromosome is missing from the GRCh38 reference sequence and it remains the last human chromosome to be finished4,5. Here, the Telomere-to-Telomere (T2T) consortium presents the complete 62,460,029-base-pair sequence of a human Y chromosome from the HG002 genome (T2T-Y) that corrects multiple errors in GRCh38-Y and adds over 30 million base pairs of sequence to the reference, showing the complete ampliconic structures of gene families TSPY, DAZ and RBMY; 41 additional protein-coding genes, mostly from the TSPY family; and an alternating pattern of human satellite 1 and 3 blocks in the heterochromatic Yq12 region. We have combined T2T-Y with a previous assembly of the CHM13 genome4 and mapped available population variation, clinical variants and functional genomics data to produce a complete and comprehensive reference sequence for all 24 human chromosomes.


Assuntos
Cromossomos Humanos Y , Genômica , Análise de Sequência de DNA , Humanos , Sequência de Bases , Cromossomos Humanos Y/genética , DNA Satélite/genética , Variação Genética/genética , Genética Populacional , Genômica/métodos , Genômica/normas , Heterocromatina/genética , Família Multigênica/genética , Padrões de Referência , Duplicações Segmentares Genômicas/genética , Análise de Sequência de DNA/normas , Sequências de Repetição em Tandem/genética , Telômero/genética
2.
Nature ; 585(7823): 79-84, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32663838

RESUMO

After two decades of improvements, the current human reference genome (GRCh38) is the most accurate and complete vertebrate genome ever produced. However, no single chromosome has been finished end to end, and hundreds of unresolved gaps persist1,2. Here we present a human genome assembly that surpasses the continuity of GRCh382, along with a gapless, telomere-to-telomere assembly of a human chromosome. This was enabled by high-coverage, ultra-long-read nanopore sequencing of the complete hydatidiform mole CHM13 genome, combined with complementary technologies for quality improvement and validation. Focusing our efforts on the human X chromosome3, we reconstructed the centromeric satellite DNA array (approximately 3.1 Mb) and closed the 29 remaining gaps in the current reference, including new sequences from the human pseudoautosomal regions and from cancer-testis ampliconic gene families (CT-X and GAGE). These sequences will be integrated into future human reference genome releases. In addition, the complete chromosome X, combined with the ultra-long nanopore data, allowed us to map methylation patterns across complex tandem repeats and satellite arrays. Our results demonstrate that finishing the entire human genome is now within reach, and the data presented here will facilitate ongoing efforts to complete the other human chromosomes.


Assuntos
Cromossomos Humanos X/genética , Genoma Humano/genética , Telômero/genética , Centrômero/genética , Ilhas de CpG/genética , Metilação de DNA , DNA Satélite/genética , Feminino , Humanos , Mola Hidatiforme/genética , Masculino , Gravidez , Reprodutibilidade dos Testes , Testículo/metabolismo
3.
Nat Methods ; 19(6): 705-710, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35365778

RESUMO

Approximately 5-10% of the human genome remains inaccessible due to the presence of repetitive sequences such as segmental duplications and tandem repeat arrays. We show that existing long-read mappers often yield incorrect alignments and variant calls within long, near-identical repeats, as they remain vulnerable to allelic bias. In the presence of a nonreference allele within a repeat, a read sampled from that region could be mapped to an incorrect repeat copy. To address this limitation, we developed a new long-read mapping method, Winnowmap2, by using minimal confidently alignable substrings. Winnowmap2 computes each read mapping through a collection of confident subalignments. This approach is more tolerant of structural variation and more sensitive to paralog-specific variants within repeats. Our experiments highlight that Winnowmap2 successfully addresses the issue of allelic bias, enabling more accurate downstream variant calls in repetitive sequences.


Assuntos
Genoma Humano , Sequências Repetitivas de Ácido Nucleico , Alelos , Humanos , Sequências Repetitivas de Ácido Nucleico/genética , Duplicações Segmentares Genômicas , Análise de Sequência de DNA , Sequências de Repetição em Tandem
4.
PLoS Genet ; 13(12): e1007098, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-29240764

RESUMO

Why do some individuals need more sleep than others? Forward mutagenesis screens in flies using engineered mutations have established a clear genetic component to sleep duration, revealing mutants that convey very long or short sleep. Whether such extreme long or short sleep could exist in natural populations was unknown. We applied artificial selection for high and low night sleep duration to an outbred population of Drosophila melanogaster for 13 generations. At the end of the selection procedure, night sleep duration diverged by 9.97 hours in the long and short sleeper populations, and 24-hour sleep was reduced to 3.3 hours in the short sleepers. Neither long nor short sleeper lifespan differed appreciably from controls, suggesting little physiological consequences to being an extreme long or short sleeper. Whole genome sequence data from seven generations of selection revealed several hundred thousand changes in allele frequencies at polymorphic loci across the genome. Combining the data from long and short sleeper populations across generations in a logistic regression implicated 126 polymorphisms in 80 candidate genes, and we confirmed three of these genes and a larger genomic region with mutant and chromosomal deficiency tests, respectively. Many of these genes could be connected in a single network based on previously known physical and genetic interactions. Candidate genes have known roles in several classic, highly conserved developmental and signaling pathways-EGFR, Wnt, Hippo, and MAPK. The involvement of highly pleiotropic pathway genes suggests that sleep duration in natural populations can be influenced by a wide variety of biological processes, which may be why the purpose of sleep has been so elusive.


Assuntos
Drosophila melanogaster/genética , Redes Reguladoras de Genes/genética , Seleção Genética , Transdução de Sinais/genética , Sono/genética , Animais , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/metabolismo , Receptores ErbB/genética , Receptores ErbB/metabolismo , Feminino , Frequência do Gene , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Masculino , Proteínas Quinases Ativadas por Mitógeno/metabolismo , Mutagênese , Mutação , Fenótipo , Polimorfismo Genético , Proteínas Serina-Treonina Quinases/metabolismo , Receptores de Peptídeos de Invertebrados/genética , Receptores de Peptídeos de Invertebrados/metabolismo , Fatores de Tempo , Sequenciamento Completo do Genoma , Proteína Wnt1/genética , Proteína Wnt1/metabolismo
5.
Proc Natl Acad Sci U S A ; 114(8): 1964-1969, 2017 02 21.
Artigo em Inglês | MEDLINE | ID: mdl-28167771

RESUMO

Genome integrity of induced pluripotent stem cells (iPSCs) has been extensively studied in recent years, but it is still unclear whether iPSCs contain more genomic variations than cultured somatic cells. One important question is the origin of genomic variations detected in iPSCs-whether iPSC reprogramming induces such variations. Here, we undertook a unique approach by deriving fibroblast subclones and clonal iPSC lines from the same fibroblast population and applied next-generation sequencing to compare genomic variations in these lines. Targeted deep sequencing of parental fibroblasts revealed that most variants detected in clonal iPSCs and fibroblast subclones were rare variants inherited from the parental fibroblasts. Only a small number of variants remained undetectable in the parental fibroblasts, which were thus likely to be de novo. Importantly, the clonal iPSCs and fibroblast subclones contained comparable numbers of de novo variants. Collectively, our data suggest that iPSC reprogramming is not mutagenic.


Assuntos
Reprogramação Celular/genética , Variações do Número de Cópias de DNA , Fibroblastos/fisiologia , Células-Tronco Pluripotentes Induzidas/fisiologia , Polimorfismo de Nucleotídeo Único , Diferenciação Celular , Linhagem Celular , Separação Celular , Células Cultivadas , Citometria de Fluxo , Frequência do Gene , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Mutação , Sequenciamento do Exoma
6.
Cancer ; 124(1): 65-73, 2018 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-28940304

RESUMO

BACKGROUND: Uterine carcinosarcomas (UCSs) are a rare but clinically aggressive form of cancer. They are biphasic tumors consisting of both epithelial and sarcomatous components. The majority of uterine carcinosarcomas are clonal, with the carcinomatous cells undergoing metaplasia to give rise to the sarcomatous component. The objective of the current study was to identify novel somatically mutated genes in UCSs. METHODS: We whole exome sequenced paired tumor and nontumor DNAs from 14 UCSs and orthogonally validated 464 somatic variants using Sanger sequencing. Fifteen genes that were somatically mutated in at least 2 tumor exomes were Sanger sequenced in another 39 primary UCSs. RESULTS: Overall, among 53 UCSs in the current study, the most frequently mutated of these 15 genes were tumor protein p53 (TP53) (75.5%), phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha (PIK3CA) (34.0%), protein phosphatase 2, regulatory subunit A, alpha (PPP2R1A) (18.9%), F-box and WD repeat domain containing 7 (FBXW7) (18.9%), chromodomain helicase DNA binding protein 4 (CHD4) (17.0%), and forkhead box A2 (FOXA2) (15.1%). FOXA2 has not previously been implicated in UCSs and was predominated by frameshift and nonsense mutations. One UCS with a FOXA2 frameshift mutation expressed truncated FOXA2 protein by immunoblotting. Sequencing of FOXA2 in 160 primary endometrial carcinomas revealed somatic mutations in 5.7% of serous, 22.7% of clear cell, 9% of endometrioid, and 11.1% of mixed endometrial carcinomas, the majority of which were frameshift mutations. CONCLUSIONS: Collectively, the findings of the current study provide compelling genetic evidence that FOXA2 is a pathogenic driver gene in the etiology of primary uterine cancers, including UCSs. Cancer 2018;124:65-73. © 2017 American Cancer Society.


Assuntos
Carcinoma/genética , Carcinossarcoma/genética , Neoplasias Uterinas/genética , Adenocarcinoma de Células Claras/genética , Autoantígenos/genética , Carcinoma Endometrioide/genética , Linhagem Celular Tumoral , Classe I de Fosfatidilinositol 3-Quinases/genética , Neoplasias do Endométrio/genética , Proteína 7 com Repetições F-Box-WD/genética , Feminino , Fator 3-beta Nuclear de Hepatócito/genética , Humanos , Complexo Mi-2 de Remodelação de Nucleossomo e Desacetilase/genética , Instabilidade de Microssatélites , Mutação , Neoplasias Císticas, Mucinosas e Serosas/genética , Reação em Cadeia da Polimerase , Proteína Fosfatase 2/genética , Análise de Sequência de DNA , Proteína Supressora de Tumor p53/genética
7.
Cancer ; 123(17): 3261-3268, 2017 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-28485815

RESUMO

BACKGROUND: The molecular pathogenesis of clear cell endometrial cancer (CCEC), a tumor type with a relatively unfavorable prognosis, is not well defined. We searched exome-wide for novel somatically mutated genes in CCEC and assessed the mutational spectrum of known and candidate driver genes in a large cohort of cases. METHODS: We conducted whole exome sequencing of paired tumor-normal DNAs from 16 cases of CCEC (12 CCECs and the CCEC components of 4 mixed histology tumors). Twenty-two genes-of-interest were Sanger-sequenced from another 47 cases of CCEC. Microsatellite instability (MSI) and microsatellite stability (MSS) were determined by genotyping 5 mononucleotide repeats. RESULTS: Two tumor exomes had relatively high mutational loads and MSI. The other 14 tumor exomes were MSS and had 236 validated nonsynonymous or splice junction somatic mutations among 222 protein-encoding genes. Among the 63 cases of CCEC in this study, we identified frequent somatic mutations in TP53 (39.7%), PIK3CA (23.8%), PIK3R1 (15.9%), ARID1A (15.9%), PPP2R1A (15.9%), SPOP (14.3%), and TAF1 (9.5%), as well as MSI (11.3%). Five of 8 mutations in TAF1, a gene with no known role in CCEC, localized to the putative histone acetyltransferase domain and included 2 recurrently mutated residues. Based on patterns of MSI and mutations in 7 genes, CCEC subsets molecularly resembled serous endometrial cancer (SEC) or endometrioid endometrial cancer (EEC). CONCLUSION: Our findings demonstrate molecular similarities between CCEC and SEC and EEC and implicate TAF1 as a novel candidate CCEC driver gene. Cancer 2017;123:3261-8. © 2017 American Cancer Society.


Assuntos
Adenocarcinoma de Células Claras/genética , Neoplasias do Endométrio/genética , Regulação Neoplásica da Expressão Gênica , Histona Acetiltransferases/genética , Mutação , Fatores Associados à Proteína de Ligação a TATA/genética , Fator de Transcrição TFIID/genética , Adenocarcinoma de Células Claras/patologia , Idoso , Estudos de Coortes , Análise Mutacional de DNA , Neoplasias do Endométrio/patologia , Exoma , Feminino , Estudo de Associação Genômica Ampla , Humanos , Immunoblotting/métodos , Instabilidade de Microssatélites , Pessoa de Meia-Idade , Dados de Sequência Molecular , Prognóstico
8.
Am J Hum Genet ; 94(6): 854-69, 2014 Jun 05.
Artigo em Inglês | MEDLINE | ID: mdl-24857694

RESUMO

QT interval variation is assumed to arise from variation in repolarization as evidenced from rare Na- and K-channel mutations in Mendelian QT prolongation syndromes. However, in the general population, common noncoding variants at a chromosome 1q locus are the most common genetic regulators of QT interval variation. In this study, we use multiple human genetic, molecular genetic, and cellular assays to identify a functional variant underlying trait association: a noncoding polymorphism (rs7539120) that maps within an enhancer of NOS1AP and affects cardiac function by increasing NOS1AP transcript expression. We further localized NOS1AP to cardiomyocyte intercalated discs (IDs) and demonstrate that overexpression of NOS1AP in cardiomyocytes leads to altered cellular electrophysiology. We advance the hypothesis that NOS1AP affects cardiac electrical conductance and coupling and thereby regulates the QT interval through propagation defects. As further evidence of an important role for propagation variation affecting QT interval in humans, we show that common polymorphisms mapping near a specific set of 170 genes encoding ID proteins are significantly enriched for association with the QT interval, as compared to genome-wide markers. These results suggest that focused studies of proteins within the cardiomyocyte ID are likely to provide insights into QT prolongation and its associated disorders.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/genética , Síndrome do QT Longo/genética , Miócitos Cardíacos/metabolismo , Locos de Características Quantitativas , Animais , Estudos de Coortes , Eletrocardiografia , Regulação da Expressão Gênica , Estudo de Associação Genômica Ampla , Genótipo , Células HEK293 , Humanos , Lentivirus/genética , Camundongos , Fenótipo , Polimorfismo de Nucleotídeo Único , Peixe-Zebra/embriologia , Peixe-Zebra/genética
9.
BMC Cancer ; 17(1): 127, 2017 02 13.
Artigo em Inglês | MEDLINE | ID: mdl-28193203

RESUMO

BACKGROUND: Neurofibromatosis type 2 (NF2) is a rare autosomal dominant nervous system tumor predisposition disorder caused by constitutive inactivation of one of the two copies of NF2. Meningiomas affect about one half of NF2 patients, and are associated with a higher disease burden. Currently, the somatic mutation landscape in NF2-associated meningiomas remains largely unexamined. CASE PRESENTATION: Here, we present an in-depth genomic study of benign and atypical meningiomas, both from a single NF2 patient. While the grade I tumor was asymptomatic, the grade II tumor exhibited an unusually high growth rate: expanding to 335 times its initial volume within one year. The genomes of both tumors were examined by whole-exome sequencing (WES) complemented with spectral karyotyping (SKY) and SNP-array copy-number analyses. To better understand the clonal composition of the atypical meningioma, the tumor was divided in four sections and each section was investigated independently. Both tumors had second copy inactivation of NF2, confirming the central role of the gene in meningioma formation. The genome of the benign tumor closely resembled that of a normal diploid cell and had only one other deleterious mutation (EPHB3). In contrast, the chromosomal architecture of the grade II tumor was highly re-arranged, yet uniform among all analyzed fragments, implying that this large and fast growing tumor was composed of relatively few clones. Besides multiple gains and losses, the grade II meningioma harbored numerous chromosomal translocations. WES analysis of the atypical tumor identified deleterious mutations in two genes: ADAMTSL3 and CAPN5 in all fragments, indicating that the mutations were present in the cell undergoing fast clonal expansion CONCLUSIONS: This is the first WES study of NF2-associated meningiomas. Besides second NF2 copy inactivation, we found low somatic burden in both tumors and high level of genomic instability in the atypical meningioma. Genomic instability resulting in altered gene dosage and compromised structural integrity of multiple genes may be the primary reason of the high growth rate for the grade II tumor. Further study of ADAMTSL3 and CAPN5 may lead to elucidation of their molecular implications in meningioma pathogenesis.


Assuntos
Neoplasias dos Nervos Cranianos/genética , Genes da Neurofibromatose 2 , Genômica/métodos , Neoplasias Meníngeas/genética , Meningioma/genética , Mutação/genética , Adulto , Neoplasias dos Nervos Cranianos/patologia , Neoplasias dos Nervos Cranianos/cirurgia , Feminino , Genótipo , Humanos , Neoplasias Meníngeas/patologia , Neoplasias Meníngeas/cirurgia , Meningioma/patologia , Meningioma/cirurgia , Gradação de Tumores , Prognóstico
10.
PLoS Genet ; 10(3): e1004190, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24603370

RESUMO

Although a considerable proportion of serum lipids loci identified in European ancestry individuals (EA) replicate in African Americans (AA), interethnic differences in the distribution of serum lipids suggest that some genetic determinants differ by ethnicity. We conducted a comprehensive evaluation of five lipid candidate genes to identify variants with ethnicity-specific effects. We sequenced ABCA1, LCAT, LPL, PON1, and SERPINE1 in 48 AA individuals with extreme serum lipid concentrations (high HDLC/low TG or low HDLC/high TG). Identified variants were genotyped in the full population-based sample of AA (n = 1694) and tested for an association with serum lipids. rs328 (LPL) and correlated variants were associated with higher HDLC and lower TG. Interestingly, a stronger effect was observed on a "European" vs. "African" genetic background at this locus. To investigate this effect, we evaluated the region among West Africans (WA). For TG, the effect size among WA was the same in AA with only African local ancestry (2-3% lower TG), while the larger association among AA with local European ancestry matched previous reports in EA (10%). For HDLC, there was no association with rs328 in AA with only African local ancestry or in WA, while the association among AA with European local ancestry was much greater than what has been observed for EA (15 vs. ∼ 5 mg/dl), suggesting an interaction with an environmental or genetic factor that differs by ethnicity. Beyond this ancestry effect, the importance of African ancestry-focused, sequence-based work was also highlighted by serum lipid associations of variants that were in higher frequency (or present only) among those of African ancestry. By beginning our study with the sequence variation present in AA individuals, investigating local ancestry effects, and seeking replication in WA, we were able to comprehensively evaluate the role of a set of candidate genes in serum lipids in AA.


Assuntos
Negro ou Afro-Americano/genética , Etnicidade/genética , Estudo de Associação Genômica Ampla , Lipídeos/genética , Variação Genética , Genótipo , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Desequilíbrio de Ligação , Lipídeos/sangue , Polimorfismo de Nucleotídeo Único , População Branca/genética
11.
Dev Biol ; 407(2): 300-12, 2015 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-25912689

RESUMO

Melanocytes, the pigment-producing cells, arise from multipotent neural crest (NC) cells during embryogenesis. Many genes required for melanocyte development were identified using mouse pigmentation mutants. The variable spotting mouse pigmentation mutant arose spontaneously at the Jackson Laboratory. We identified a G-to-A nucleotide transition in exon 3 of the Ets1 gene in variable spotting, which results in a missense G102E mutation. Homozygous variable spotting mice exhibit sporadic white spotting. Similarly, mice carrying a targeted deletion of Ets1 exhibit hypopigmentation; nevertheless, the function of Ets1 in melanocyte development is unknown. The transcription factor Ets1 is widely expressed in developing organs and tissues, including the NC. In the chick, Ets1 is required for the expression of Sox10, a transcription factor critical for the development of various NC derivatives, including melanocytes. We show that Ets1 is required early for murine NC cell and melanocyte precursor survival in vivo. Given the importance of Ets1 for Sox10 expression in the chick, we investigated a potential genetic interaction between these genes by comparing the hypopigmentation phenotypes of single and double heterozygous mice. The incidence of hypopigmentation in double heterozygotes was significantly greater than in single heterozygotes. The area of hypopigmentation in double heterozygotes was significantly larger than would be expected from the addition of the areas of hypopigmentation of single heterozygotes, suggesting that Ets1 and Sox10 interact synergistically in melanocyte development. Since Sox10 is also essential for enteric ganglia development, we examined the distal colons of Ets1 null mutants and found a significant decrease in enteric innervation, which was exacerbated by Sox10 heterozygosity. At the molecular level, Ets1 was found to activate an enhancer critical for Sox10 expression in NC-derived structures. Furthermore, enhancer activation was significantly inhibited by the variable spotting mutation. Together, these results suggest that Ets1 and Sox10 interact to promote proper melanocyte and enteric ganglia development from the NC.


Assuntos
Melanócitos/citologia , Melanócitos/metabolismo , Proteína Proto-Oncogênica c-ets-1/metabolismo , Fatores de Transcrição SOXE/metabolismo , Sequência de Aminoácidos , Animais , Sequência de Bases , Padronização Corporal , Contagem de Células , Linhagem Celular Tumoral , Linhagem da Célula , Sobrevivência Celular , Embrião de Mamíferos/metabolismo , Elementos Facilitadores Genéticos/genética , Epigênese Genética , Gânglios/embriologia , Gânglios/metabolismo , Camundongos Endogâmicos C57BL , Camundongos Mutantes , Camundongos Transgênicos , Dados de Sequência Molecular , Mutação de Sentido Incorreto/genética , Crista Neural/citologia , Ligação Proteica , Proteína Proto-Oncogênica c-ets-1/química , Proteína Proto-Oncogênica c-ets-1/genética , Ativação Transcricional/genética
12.
BMC Bioinformatics ; 16: 235, 2015 Jul 29.
Artigo em Inglês | MEDLINE | ID: mdl-26220471

RESUMO

BACKGROUND: Despite the tremendous drop in the cost of nucleotide sequencing in recent years, many research projects still utilize sequencing of pools containing multiple samples for the detection of sequence variants as a cost saving measure. Various software tools exist to analyze these pooled sequence data, yet little has been reported on the relative accuracy and ease of use of these different programs. RESULTS: In this manuscript we evaluate five different variant detection programs-The Genome Analysis Toolkit (GATK), CRISP, LoFreq, VarScan, and SNVer-with regard to their ability to detect variants in synthetically pooled Illumina sequencing data, by creating simulated pooled binary alignment/map (BAM) files using single-sample sequencing data from varying numbers of previously characterized samples at varying depths of coverage per sample. We report the overall runtimes and memory usage of each program, as well as each program's sensitivity and specificity to detect known true variants. CONCLUSIONS: GATK, CRISP, and LoFreq all gave balanced accuracy of 80% or greater for datasets with varying per-sample depth of coverage and numbers of samples per pool. VarScan and SNVer generally had balanced accuracy lower than 80%. CRISP and LoFreq required up to four times less computational time and up to ten times less physical memory than GATK did, and without filtering, gave results with the highest sensitivity. VarScan and SNVer had generally lower false positive rates, but also significantly lower sensitivity than the other three programs.


Assuntos
Variação Genética , Genômica , Análise de Sequência de DNA/métodos , Software/normas , Algoritmos , DNA/química , DNA/metabolismo , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Polimorfismo de Nucleotídeo Único
13.
PLoS Genet ; 8(8): e1002871, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22912592

RESUMO

Much emphasis has been placed on the identification, functional characterization, and therapeutic potential of somatic variants in tumor genomes. However, the majority of somatic variants lie outside coding regions and their role in cancer progression remains to be determined. In order to establish a system to test the functional importance of non-coding somatic variants in cancer, we created a low-passage cell culture of a metastatic melanoma tumor sample. As a foundation for interpreting functional assays, we performed whole-genome sequencing and analysis of this cell culture, the metastatic tumor from which it was derived, and the patient-matched normal genomes. When comparing somatic mutations identified in the cell culture and tissue genomes, we observe concordance at the majority of single nucleotide variants, whereas copy number changes are more variable. To understand the functional impact of non-coding somatic variation, we leveraged functional data generated by the ENCODE Project Consortium. We analyzed regulatory regions derived from multiple different cell types and found that melanocyte-specific regions are among the most depleted for somatic mutation accumulation. Significant depletion in other cell types suggests the metastatic melanoma cells de-differentiated to a more basal regulatory state. Experimental identification of genome-wide regulatory sites in two different melanoma samples supports this observation. Together, these results show that mutation accumulation in metastatic melanoma is nonrandom across the genome and that a de-differentiated regulatory architecture is common among different samples. Our findings enable identification of the underlying genetic components of melanoma and define the differences between a tissue-derived tumor sample and the cell culture created from it. Such information helps establish a broader mechanistic understanding of the linkage between non-coding genomic variations and the cellular evolution of cancer.


Assuntos
Desdiferenciação Celular/genética , DNA Intergênico , Melanoma/genética , Metástase Neoplásica , Polimorfismo de Nucleotídeo Único , Adulto , Variações do Número de Cópias de DNA , Genoma Humano , Estudo de Associação Genômica Ampla , Humanos , Masculino , Melanócitos/metabolismo , Melanócitos/patologia , Cultura Primária de Células , Sequências Reguladoras de Ácido Nucleico , Células Tumorais Cultivadas
14.
Bioinformatics ; 29(12): 1498-503, 2013 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-23620360

RESUMO

MOTIVATION: Extensive DNA sequencing of tumor and matched normal samples using exome and whole-genome sequencing technologies has enabled the discovery of recurrent genetic alterations in cancer cells, but variability in stromal contamination and subclonal heterogeneity still present a severe challenge to available detection algorithms. RESULTS: Here, we describe publicly available software, Shimmer, which accurately detects somatic single-nucleotide variants using statistical hypothesis testing with multiple testing correction. This program produces somatic single-nucleotide variant predictions with significantly higher sensitivity and accuracy than other available software when run on highly contaminated or heterogeneous samples, and it gives comparable sensitivity and accuracy when run on samples of high purity. AVAILABILITY: http://www.github.com/nhansen/Shimmer


Assuntos
Análise Mutacional de DNA/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Neoplasias/genética , Software , Algoritmos , Linhagem Celular Tumoral , Exoma , Variação Genética , Humanos , Mutação
15.
BMC Cancer ; 14: 884, 2014 Nov 26.
Artigo em Inglês | MEDLINE | ID: mdl-25427824

RESUMO

BACKGROUND: Endometrial cancer (EC) is the 8th leading cause of cancer death amongst American women. Most ECs are endometrioid, serous, or clear cell carcinomas, or an admixture of histologies. Serous and clear ECs are clinically aggressive tumors for which alternative therapeutic approaches are needed. The purpose of this study was to search for somatic mutations in the tyrosine kinome of serous and clear cell ECs, because mutated kinases can point to potential therapeutic targets. METHODS: In a mutation discovery screen, we PCR amplified and Sanger sequenced the exons encoding the catalytic domains of 86 tyrosine kinases from 24 serous, 11 clear cell, and 5 mixed histology ECs. For somatically mutated genes, we next sequenced the remaining coding exons from the 40 discovery screen tumors and sequenced all coding exons from another 72 ECs (10 clear cell, 21 serous, 41 endometrioid). We assessed the copy number of mutated kinases in this cohort of 112 tumors using quantitative real time PCR, and we used immunoblotting to measure expression of these kinases in endometrial cancer cell lines. RESULTS: Overall, we identified somatic mutations in TNK2 (tyrosine kinase non-receptor, 2) and DDR1 (discoidin domain receptor tyrosine kinase 1) in 5.3% (6 of 112) and 2.7% (3 of 112) of ECs. Copy number gains of TNK2 and DDR1 were identified in another 4.5% and 0.9% of 112 cases respectively. Immunoblotting confirmed TNK2 and DDR1 expression in endometrial cancer cell lines. Three of five missense mutations in TNK2 and one of two missense mutations in DDR1 are predicted to impact protein function by two or more in silico algorithms. The TNK2(P761Rfs*72) frameshift mutation was recurrent in EC, and the DDR1(R570Q) missense mutation was recurrent across tumor types. CONCLUSIONS: This is the first study to systematically search for mutations in the tyrosine kinome in clear cell endometrial tumors. Our findings indicate that high-frequency somatic mutations in the catalytic domains of the tyrosine kinome are rare in clear cell ECs. We uncovered ten new mutations in TNK2 and DDR1 within serous and endometrioid ECs, thus providing novel insights into the mutation spectrum of each gene in EC.


Assuntos
Adenocarcinoma de Células Claras/genética , Cistadenocarcinoma Seroso/genética , Neoplasias do Endométrio/genética , Mutação , Proteínas Tirosina Quinases/genética , Receptores Proteína Tirosina Quinases/genética , Adenocarcinoma de Células Claras/patologia , Linhagem Celular Tumoral , Cistadenocarcinoma Seroso/patologia , Variações do Número de Cópias de DNA , Análise Mutacional de DNA , DNA Polimerase II/genética , Receptor com Domínio Discoidina 1 , Neoplasias do Endométrio/patologia , Feminino , Humanos , Instabilidade de Microssatélites , Gradação de Tumores , Proteínas de Ligação a Poli-ADP-Ribose , Domínios e Motivos de Interação entre Proteínas/genética
16.
PLoS Genet ; 7(10): e1002325, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22022284

RESUMO

We report an early onset spastic ataxia-neuropathy syndrome in two brothers of a consanguineous family characterized clinically by lower extremity spasticity, peripheral neuropathy, ptosis, oculomotor apraxia, dystonia, cerebellar atrophy, and progressive myoclonic epilepsy. Whole-exome sequencing identified a homozygous missense mutation (c.1847G>A; p.Y616C) in AFG3L2, encoding a subunit of an m-AAA protease. m-AAA proteases reside in the mitochondrial inner membrane and are responsible for removal of damaged or misfolded proteins and proteolytic activation of essential mitochondrial proteins. AFG3L2 forms either a homo-oligomeric isoenzyme or a hetero-oligomeric complex with paraplegin, a homologous protein mutated in hereditary spastic paraplegia type 7 (SPG7). Heterozygous loss-of-function mutations in AFG3L2 cause autosomal-dominant spinocerebellar ataxia type 28 (SCA28), a disorder whose phenotype is strikingly different from that of our patients. As defined in yeast complementation assays, the AFG3L2(Y616C) gene product is a hypomorphic variant that exhibited oligomerization defects in yeast as well as in patient fibroblasts. Specifically, the formation of AFG3L2(Y616C) complexes was impaired, both with itself and to a greater extent with paraplegin. This produced an early-onset clinical syndrome that combines the severe phenotypes of SPG7 and SCA28, in additional to other "mitochondrial" features such as oculomotor apraxia, extrapyramidal dysfunction, and myoclonic epilepsy. These findings expand the phenotype associated with AFG3L2 mutations and suggest that AFG3L2-related disease should be considered in the differential diagnosis of spastic ataxias.


Assuntos
Proteases Dependentes de ATP/genética , Encéfalo/anormalidades , Metaloendopeptidases/genética , Mitocôndrias/enzimologia , Paraplegia Espástica Hereditária/genética , Degenerações Espinocerebelares/genética , ATPases Associadas a Diversas Atividades Celulares , Adolescente , Sequência de Aminoácidos , Animais , Encéfalo/patologia , Criança , Diagnóstico Diferencial , Exoma/genética , Genótipo , Células HeLa , Homozigoto , Humanos , Masculino , Metaloendopeptidases/metabolismo , Camundongos , Dados de Sequência Molecular , Mutação de Sentido Incorreto , Paraplegia , Dobramento de Proteína , Irmãos , Paraplegia Espástica Hereditária/patologia , Ataxias Espinocerebelares/congênito , Degenerações Espinocerebelares/patologia , Leveduras/genética
17.
PLoS Genet ; 7(8): e1002245, 2011 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-21901109

RESUMO

ATAD5, the human ortholog of yeast Elg1, plays a role in PCNA deubiquitination. Since PCNA modification is important to regulate DNA damage bypass, ATAD5 may be important for suppression of genomic instability in mammals in vivo. To test this hypothesis, we generated heterozygous (Atad5(+/m)) mice that were haploinsuffficient for Atad5. Atad5(+/m) mice displayed high levels of genomic instability in vivo, and Atad5(+/m) mouse embryonic fibroblasts (MEFs) exhibited molecular defects in PCNA deubiquitination in response to DNA damage, as well as DNA damage hypersensitivity and high levels of genomic instability, apoptosis, and aneuploidy. Importantly, 90% of haploinsufficient Atad5(+/m) mice developed tumors, including sarcomas, carcinomas, and adenocarcinomas, between 11 and 20 months of age. High levels of genomic alterations were evident in tumors that arose in the Atad5(+/m) mice. Consistent with a role for Atad5 in suppressing tumorigenesis, we also identified somatic mutations of ATAD5 in 4.6% of sporadic human endometrial tumors, including two nonsense mutations that resulted in loss of proper ATAD5 function. Taken together, our findings indicate that loss-of-function mutations in mammalian Atad5 are sufficient to cause genomic instability and tumorigenesis.


Assuntos
Adenosina Trifosfatases/genética , Transformação Celular Neoplásica/genética , Proteínas de Ligação a DNA/genética , Neoplasias/genética , ATPases Associadas a Diversas Atividades Celulares , Adenosina Trifosfatases/metabolismo , Aneuploidia , Animais , Linhagem Celular , Dano ao DNA/genética , Proteínas de Ligação a DNA/metabolismo , Neoplasias do Endométrio/genética , Feminino , Predisposição Genética para Doença , Instabilidade Genômica , Humanos , Masculino , Camundongos , Mutação/genética , Antígeno Nuclear de Célula em Proliferação/metabolismo , Ubiquitinação
18.
Am J Hum Genet ; 86(5): 743-8, 2010 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-20451169

RESUMO

Micrognathia, glossoptosis, and cleft palate comprise one of the most common malformation sequences, Robin sequence. It is a component of the TARP syndrome, talipes equinovarus, atrial septal defect, Robin sequence, and persistent left superior vena cava. This disorder is X-linked and severe, with apparently 100% pre- or postnatal lethality in affected males. Here we characterize a second family with TARP syndrome, confirm linkage to Xp11.23-q13.3, perform massively parallel sequencing of X chromosome exons, filter the results via a number of criteria including the linkage region, use a unique algorithm to characterize sequence changes, and show that TARP syndrome is caused by mutations in the RBM10 gene, which encodes RNA binding motif 10. We further show that this previously uncharacterized gene is expressed in midgestation mouse embryos in the branchial arches and limbs, consistent with the human phenotype. We conclude that massively parallel sequencing is useful to characterize large candidate linkage intervals and that it can be used successfully to allow identification of disease-causing gene mutations.


Assuntos
Cromossomos Humanos X , Fissura Palatina/genética , Éxons , Síndrome de Pierre Robin/genética , Proteínas de Ligação a RNA/genética , Animais , Sequência de Bases , Humanos , Masculino , Camundongos , Mutação , Fenótipo , Síndrome
19.
Am J Hum Genet ; 87(4): 560-6, 2010 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-20920668

RESUMO

Charcot-Marie-Tooth (CMT) disease comprises a genetically and clinically heterogeneous group of peripheral nerve disorders characterized by impaired distal motor and sensory function. Mutations in three genes encoding aminoacyl-tRNA synthetases (ARSs) have been implicated in CMT disease primarily associated with an axonal pathology. ARSs are ubiquitously expressed, essential enzymes responsible for charging tRNA molecules with their cognate amino acids. To further explore the role of ARSs in CMT disease, we performed a large-scale mutation screen of the 37 human ARS genes in a cohort of 355 patients with a phenotype consistent with CMT. Here we describe three variants (p.Leu133His, p.Tyr173SerfsX7, and p.Ile302Met) in the lysyl-tRNA synthetase (KARS) gene in two patients from this cohort. Functional analyses revealed that two of these mutations (p.Leu133His and p.Tyr173SerfsX7) severely affect enzyme activity. Interestingly, both functional variants were found in a single patient with CMT disease and additional neurological and non-neurological sequelae. Based on these data, KARS becomes the fourth ARS gene associated with CMT disease, indicating that this family of enzymes is specifically critical for axon function.


Assuntos
Doença de Charcot-Marie-Tooth/genética , Heterozigoto , Lisina-tRNA Ligase/genética , Modelos Moleculares , Doenças do Sistema Nervoso Periférico/genética , Conformação Proteica , Sequência de Aminoácidos , Sequência de Bases , Estudos de Coortes , Análise Mutacional de DNA , Humanos , Dados de Sequência Molecular , Mutação de Sentido Incorreto/genética
20.
Genome Res ; 20(10): 1420-31, 2010 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-20810667

RESUMO

Massively parallel DNA sequencing technologies have greatly increased our ability to generate large amounts of sequencing data at a rapid pace. Several methods have been developed to enrich for genomic regions of interest for targeted sequencing. We have compared three of these methods: Molecular Inversion Probes (MIP), Solution Hybrid Selection (SHS), and Microarray-based Genomic Selection (MGS). Using HapMap DNA samples, we compared each of these methods with respect to their ability to capture an identical set of exons and evolutionarily conserved regions associated with 528 genes (2.61 Mb). For sequence analysis, we developed and used a novel Bayesian genotype-assigning algorithm, Most Probable Genotype (MPG). All three capture methods were effective, but sensitivities (percentage of targeted bases associated with high-quality genotypes) varied for an equivalent amount of pass-filtered sequence: for example, 70% (MIP), 84% (SHS), and 91% (MGS) for 400 Mb. In contrast, all methods yielded similar accuracies of >99.84% when compared to Infinium 1M SNP BeadChip-derived genotypes and >99.998% when compared to 30-fold coverage whole-genome shotgun sequencing data. We also observed a low false-positive rate with all three methods; of the heterozygous positions identified by each of the capture methods, >99.57% agreed with 1M SNP BeadChip, and >98.840% agreed with the whole-genome shotgun data. In addition, we successfully piloted the genomic enrichment of a set of 12 pooled samples via the MGS method using molecular bar codes. We find that these three genomic enrichment methods are highly accurate and practical, with sensitivities comparable to that of 30-fold coverage whole-genome shotgun data.


Assuntos
Diabetes Mellitus Tipo 2/genética , Genoma Humano , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Análise de Sequência de DNA/métodos , Algoritmos , Teorema de Bayes , DNA/genética , Sondas de DNA/genética , Éxons , Genótipo , Humanos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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