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1.
Nature ; 511(7510): 428-34, 2014 Jul 24.
Article in English | MEDLINE | ID: mdl-25043047

ABSTRACT

Medulloblastoma is a highly malignant paediatric brain tumour currently treated with a combination of surgery, radiation and chemotherapy, posing a considerable burden of toxicity to the developing child. Genomics has illuminated the extensive intertumoral heterogeneity of medulloblastoma, identifying four distinct molecular subgroups. Group 3 and group 4 subgroup medulloblastomas account for most paediatric cases; yet, oncogenic drivers for these subtypes remain largely unidentified. Here we describe a series of prevalent, highly disparate genomic structural variants, restricted to groups 3 and 4, resulting in specific and mutually exclusive activation of the growth factor independent 1 family proto-oncogenes, GFI1 and GFI1B. Somatic structural variants juxtapose GFI1 or GFI1B coding sequences proximal to active enhancer elements, including super-enhancers, instigating oncogenic activity. Our results, supported by evidence from mouse models, identify GFI1 and GFI1B as prominent medulloblastoma oncogenes and implicate 'enhancer hijacking' as an efficient mechanism driving oncogene activation in a childhood cancer.


Subject(s)
DNA-Binding Proteins/genetics , Enhancer Elements, Genetic/genetics , Genomic Structural Variation/genetics , Medulloblastoma/genetics , Oncogenes/genetics , Proto-Oncogene Proteins/genetics , Repressor Proteins/genetics , Transcription Factors/genetics , Animals , Child , Chromosomes, Human, Pair 9/genetics , DNA-Binding Proteins/metabolism , Humans , Medulloblastoma/classification , Medulloblastoma/pathology , Mice , Proto-Oncogene Proteins/metabolism , Repressor Proteins/metabolism , Transcription Factors/metabolism
2.
Nature ; 488(7409): 100-5, 2012 Aug 02.
Article in English | MEDLINE | ID: mdl-22832583

ABSTRACT

Medulloblastoma is an aggressively growing tumour, arising in the cerebellum or medulla/brain stem. It is the most common malignant brain tumour in children, and shows tremendous biological and clinical heterogeneity. Despite recent treatment advances, approximately 40% of children experience tumour recurrence, and 30% will die from their disease. Those who survive often have a significantly reduced quality of life. Four tumour subgroups with distinct clinical, biological and genetic profiles are currently identified. WNT tumours, showing activated wingless pathway signalling, carry a favourable prognosis under current treatment regimens. SHH tumours show hedgehog pathway activation, and have an intermediate prognosis. Group 3 and 4 tumours are molecularly less well characterized, and also present the greatest clinical challenges. The full repertoire of genetic events driving this distinction, however, remains unclear. Here we describe an integrative deep-sequencing analysis of 125 tumour-normal pairs, conducted as part of the International Cancer Genome Consortium (ICGC) PedBrain Tumor Project. Tetraploidy was identified as a frequent early event in Group 3 and 4 tumours, and a positive correlation between patient age and mutation rate was observed. Several recurrent mutations were identified, both in known medulloblastoma-related genes (CTNNB1, PTCH1, MLL2, SMARCA4) and in genes not previously linked to this tumour (DDX3X, CTDNEP1, KDM6A, TBR1), often in subgroup-specific patterns. RNA sequencing confirmed these alterations, and revealed the expression of what are, to our knowledge, the first medulloblastoma fusion genes identified. Chromatin modifiers were frequently altered across all subgroups. These findings enhance our understanding of the genomic complexity and heterogeneity underlying medulloblastoma, and provide several potential targets for new therapeutics, especially for Group 3 and 4 patients.


Subject(s)
Cerebellar Neoplasms/genetics , Genome, Human/genetics , Medulloblastoma/genetics , Aging/genetics , Amino Acid Sequence , Cell Transformation, Neoplastic , Cerebellar Neoplasms/classification , Cerebellar Neoplasms/diagnosis , Cerebellar Neoplasms/pathology , Child , Chromatin/metabolism , Chromosomes, Human/genetics , DEAD-box RNA Helicases/genetics , DNA Helicases/genetics , DNA-Binding Proteins/genetics , Genomics , Hedgehog Proteins/metabolism , High-Throughput Nucleotide Sequencing , Histone Demethylases/genetics , Humans , Medulloblastoma/classification , Medulloblastoma/diagnosis , Medulloblastoma/pathology , Methylation , Mutation/genetics , Mutation Rate , Neoplasm Proteins/genetics , Nuclear Proteins/genetics , Oncogene Proteins, Fusion/genetics , Patched Receptors , Patched-1 Receptor , Phosphoprotein Phosphatases/genetics , Polyploidy , Receptors, Cell Surface/genetics , Sequence Analysis, RNA , Signal Transduction , T-Box Domain Proteins/genetics , Transcription Factors/genetics , Wnt Proteins/metabolism , beta Catenin/genetics
3.
Mol Syst Biol ; 11(9): 828, 2015 Sep 28.
Article in English | MEDLINE | ID: mdl-26415501

ABSTRACT

A remarkable observation emerging from recent cancer genome analyses is the identification of chromothripsis as a one-off genomic catastrophe, resulting in massive somatic DNA structural rearrangements (SRs). Largely due to lack of suitable model systems, the mechanistic basis of chromothripsis has remained elusive. We developed an integrative method termed "complex alterations after selection and transformation (CAST)," enabling efficient in vitro generation of complex DNA rearrangements including chromothripsis, using cell perturbations coupled with a strong selection barrier followed by massively parallel sequencing. We employed this methodology to characterize catastrophic SR formation processes, their temporal sequence, and their impact on gene expression and cell division. Our in vitro system uncovered a propensity of chromothripsis to occur in cells with damaged telomeres, and in particular in hyperploid cells. Analysis of primary medulloblastoma cancer genomes verified the link between hyperploidy and chromothripsis in vivo. CAST provides the foundation for mechanistic dissection of complex DNA rearrangement processes.


Subject(s)
Chromosomes, Human/genetics , Gene Rearrangement , Genome, Human/genetics , Genomic Instability/genetics , Neoplasms/genetics , Aneuploidy , Cell Division , Cell Line , Chromosome Aberrations , DNA Copy Number Variations/genetics , Humans , Medulloblastoma/genetics , Polyploidy , Telomere/genetics , Telomere/pathology , Telomeric Repeat Binding Protein 2/genetics , Telomeric Repeat Binding Protein 2/metabolism
4.
Nat Genet ; 56(6): 1134-1146, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38806714

ABSTRACT

The functional impact and cellular context of mosaic structural variants (mSVs) in normal tissues is understudied. Utilizing Strand-seq, we sequenced 1,133 single-cell genomes from 19 human donors of increasing age, and discovered the heterogeneous mSV landscapes of hematopoietic stem and progenitor cells. While mSVs are continuously acquired throughout life, expanded subclones in our cohort are confined to individuals >60. Cells already harboring mSVs are more likely to acquire additional somatic structural variants, including megabase-scale segmental aneuploidies. Capitalizing on comprehensive single-cell micrococcal nuclease digestion with sequencing reference data, we conducted high-resolution cell-typing for eight hematopoietic stem and progenitor cells. Clonally expanded mSVs disrupt normal cellular function by dysregulating diverse cellular pathways, and enriching for myeloid progenitors. Our findings underscore the contribution of mSVs to the cellular and molecular phenotypes associated with the aging hematopoietic system, and establish a foundation for deciphering the molecular links between mSVs, aging and disease susceptibility in normal tissues.


Subject(s)
Hematopoietic Stem Cells , Mosaicism , Humans , Hematopoietic Stem Cells/metabolism , Hematopoietic Stem Cells/cytology , Middle Aged , Adult , Single-Cell Analysis/methods , Aged , Female , Male , Aging/genetics , Aged, 80 and over , Stem Cells/metabolism , Genetic Variation
5.
Science ; 372(6537)2021 04 02.
Article in English | MEDLINE | ID: mdl-33632895

ABSTRACT

Long-read and strand-specific sequencing technologies together facilitate the de novo assembly of high-quality haplotype-resolved human genomes without parent-child trio data. We present 64 assembled haplotypes from 32 diverse human genomes. These highly contiguous haplotype assemblies (average minimum contig length needed to cover 50% of the genome: 26 million base pairs) integrate all forms of genetic variation, even across complex loci. We identified 107,590 structural variants (SVs), of which 68% were not discovered with short-read sequencing, and 278 SV hotspots (spanning megabases of gene-rich sequence). We characterized 130 of the most active mobile element source elements and found that 63% of all SVs arise through homology-mediated mechanisms. This resource enables reliable graph-based genotyping from short reads of up to 50,340 SVs, resulting in the identification of 1526 expression quantitative trait loci as well as SV candidates for adaptive selection within the human population.


Subject(s)
Genetic Variation , Genome, Human , Haplotypes , Female , Genotype , High-Throughput Nucleotide Sequencing , Humans , INDEL Mutation , Interspersed Repetitive Sequences , Male , Population Groups/genetics , Quantitative Trait Loci , Retroelements , Sequence Analysis, DNA , Sequence Inversion , Whole Genome Sequencing
6.
Cell Rep ; 31(1): 107465, 2020 04 07.
Article in English | MEDLINE | ID: mdl-32268084

ABSTRACT

TP53 deficiency is the most common alteration in cancer; however, this alone is typically insufficient to drive tumorigenesis. To identify genes promoting tumorigenesis in combination with TP53 deficiency, we perform genome-wide CRISPR-Cas9 knockout screens coupled with proliferation and transformation assays in isogenic cell lines. Loss of several known tumor suppressors enhances cellular proliferation and transformation. Loss of neddylation pathway genes promotes uncontrolled proliferation exclusively in TP53-deficient cells. Combined loss of CUL3 and TP53 activates an oncogenic transcriptional program governed by the nuclear factor κB (NF-κB), AP-1, and transforming growth factor ß (TGF-ß) pathways. This program maintains persistent cellular proliferation, induces partial epithelial to mesenchymal transition, and increases DNA damage, genomic instability, and chromosomal rearrangements. Our findings reveal CUL3 loss as a key event stimulating persistent proliferation in TP53-deficient cells. These findings may be clinically relevant, since TP53-CUL3-deficient cells are highly sensitive to ataxia telangiectasia mutated (ATM) inhibition, exposing a vulnerability that could be exploited for cancer treatment.


Subject(s)
Cullin Proteins/genetics , Tumor Suppressor Protein p53/genetics , Ataxia Telangiectasia Mutated Proteins/antagonists & inhibitors , Ataxia Telangiectasia Mutated Proteins/genetics , Ataxia Telangiectasia Mutated Proteins/metabolism , Carcinogenesis/genetics , Cell Line , Cell Line, Tumor , Cell Proliferation/physiology , Cullin Proteins/metabolism , Epithelial-Mesenchymal Transition , Genome-Wide Association Study , Genomic Instability , Humans , NF-kappa B/metabolism , Retinal Pigment Epithelium/cytology , Transforming Growth Factor beta/metabolism , Tumor Suppressor Protein p53/deficiency , Tumor Suppressor Protein p53/metabolism
7.
Nat Biotechnol ; 38(3): 343-354, 2020 03.
Article in English | MEDLINE | ID: mdl-31873213

ABSTRACT

Structural variation (SV), involving deletions, duplications, inversions and translocations of DNA segments, is a major source of genetic variability in somatic cells and can dysregulate cancer-related pathways. However, discovering somatic SVs in single cells has been challenging, with copy-number-neutral and complex variants typically escaping detection. Here we describe single-cell tri-channel processing (scTRIP), a computational framework that integrates read depth, template strand and haplotype phase to comprehensively discover SVs in individual cells. We surveyed SV landscapes of 565 single cells, including transformed epithelial cells and patient-derived leukemic samples, to discover abundant SV classes, including inversions, translocations and complex DNA rearrangements. Analysis of the leukemic samples revealed four times more somatic SVs than cytogenetic karyotyping, submicroscopic copy-number alterations, oncogenic copy-neutral rearrangements and a subclonal chromothripsis event. Advancing current methods, single-cell tri-channel processing can directly measure SV mutational processes in individual cells, such as breakage-fusion-bridge cycles, facilitating studies of clonal evolution, genetic mosaicism and SV formation mechanisms, which could improve disease classification for precision medicine.


Subject(s)
Computational Biology/methods , Genomic Structural Variation , Leukemia/genetics , Single-Cell Analysis/methods , Cell Line , Chromothripsis , Clonal Evolution , Gene Rearrangement , Humans , INDEL Mutation , Sequence Inversion , Translocation, Genetic
8.
Cancer Cell ; 34(6): 996-1011.e8, 2018 12 10.
Article in English | MEDLINE | ID: mdl-30537516

ABSTRACT

Identifying the earliest somatic changes in prostate cancer can give important insights into tumor evolution and aids in stratifying high- from low-risk disease. We integrated whole genome, transcriptome and methylome analysis of early-onset prostate cancers (diagnosis ≤55 years). Characterization across 292 prostate cancer genomes revealed age-related genomic alterations and a clock-like enzymatic-driven mutational process contributing to the earliest mutations in prostate cancer patients. Our integrative analysis identified four molecular subgroups, including a particularly aggressive subgroup with recurrent duplications associated with increased expression of ESRP1, which we validate in 12,000 tissue microarray tumors. Finally, we combined the patterns of molecular co-occurrence and risk-based subgroup information to deconvolve the molecular and clinical trajectories of prostate cancer from single patient samples.


Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation , Gene Expression Regulation, Neoplastic , Prostatic Neoplasms/genetics , Transcriptome , Adult , Biomarkers, Tumor/metabolism , Evolution, Molecular , Humans , Male , Middle Aged , Mutation , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Risk Factors , Whole Genome Sequencing/methods
9.
Nat Genet ; 49(1): 65-74, 2017 01.
Article in English | MEDLINE | ID: mdl-27869826

ABSTRACT

Extensive prior research focused on somatic copy-number alterations (SCNAs) affecting cancer genes, yet the extent to which recurrent SCNAs exert their influence through rearrangement of cis-regulatory elements (CREs) remains unclear. Here we present a framework for inferring cancer-related gene overexpression resulting from CRE reorganization (e.g., enhancer hijacking) by integrating SCNAs, gene expression data and information on topologically associating domains (TADs). Analysis of 7,416 cancer genomes uncovered several pan-cancer candidate genes, including IRS4, SMARCA1 and TERT. We demonstrate that IRS4 overexpression in lung cancer is associated with recurrent deletions in cis, and we present evidence supporting a tumor-promoting role. We additionally pursued cancer-type-specific analyses and uncovered IGF2 as a target for enhancer hijacking in colorectal cancer. Recurrent tandem duplications intersecting with a TAD boundary mediate de novo formation of a 3D contact domain comprising IGF2 and a lineage-specific super-enhancer, resulting in high-level gene activation. Our framework enables systematic inference of CRE rearrangements mediating dysregulation in cancer.


Subject(s)
DNA Copy Number Variations/genetics , Enhancer Elements, Genetic/genetics , Gene Expression Regulation, Neoplastic , Insulin Receptor Substrate Proteins/genetics , Insulin-Like Growth Factor II/genetics , Neoplasms/genetics , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Promoter Regions, Genetic
10.
Nat Genet ; 47(9): 1020-1029, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26214592

ABSTRACT

TCF3-HLF-positive acute lymphoblastic leukemia (ALL) is currently incurable. Using an integrated approach, we uncovered distinct mutation, gene expression and drug response profiles in TCF3-HLF-positive and treatment-responsive TCF3-PBX1-positive ALL. We identified recurrent intragenic deletions of PAX5 or VPREB1 in constellation with the fusion of TCF3 and HLF. Moreover somatic mutations in the non-translocated allele of TCF3 and a reduction of PAX5 gene dosage in TCF3-HLF ALL suggest cooperation within a restricted genetic context. The enrichment for stem cell and myeloid features in the TCF3-HLF signature may reflect reprogramming by TCF3-HLF of a lymphoid-committed cell of origin toward a hybrid, drug-resistant hematopoietic state. Drug response profiling of matched patient-derived xenografts revealed a distinct profile for TCF3-HLF ALL with resistance to conventional chemotherapeutics but sensitivity to glucocorticoids, anthracyclines and agents in clinical development. Striking on-target sensitivity was achieved with the BCL2-specific inhibitor venetoclax (ABT-199). This integrated approach thus provides alternative treatment options for this deadly disease.


Subject(s)
Oncogene Proteins, Fusion/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Coculture Techniques , Cohort Studies , DNA Mutational Analysis , Drug Resistance, Neoplasm , Female , Gene Expression , Genetic Association Studies , Genomics , Humans , Immunoglobulin Light Chains, Surrogate/genetics , Inhibitory Concentration 50 , Kaplan-Meier Estimate , Male , Mice, Inbred NOD , Mice, SCID , Mutation , Oncogene Proteins, Fusion/metabolism , PAX5 Transcription Factor/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/mortality , Sequence Deletion , Xenograft Model Antitumor Assays
11.
Eur J Hum Genet ; 21(10): 1177-80, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23422942

ABSTRACT

Most balanced chromosomal aberrations are not associated with a clinical phenotype, however, in some patients they may disrupt gene structure. With the development of various next-generation sequencing techniques, fast and specific analyses of the breakpoint regions of chromosomal rearrangements are possible. Here, we report on a 19-year-old woman with a de novo balanced translocation t(2;8)(p13.2;q22.1) and a severe clinical phenotype including intellectual disability, epilepsy, behavioral features resembling autism, and minor dysmorphic features. By next-generation sequencing, we defined the breakpoints and found disruption of the exocyst complex component 6B (EXOC6B) gene in intron 1 on chromosome 2p13.2 involving two Alu elements with a homology of 81%. No gene was found at the respective breakpoint on chromosome 8. Expression analysis of the EXOC6B in blood lymphocytes and buccal smear revealed reduced expression in the patient in comparison with the control. Our findings in combination with one recently published case and one other patient listed in DECIPHER v5.1 indicate EXOC6B as a gene relevant for intellectual development and electrophysiological stability.


Subject(s)
Abnormalities, Multiple/genetics , Developmental Disabilities/genetics , Epilepsy/genetics , GTP-Binding Proteins/genetics , Translocation, Genetic , Abnormalities, Multiple/metabolism , Chromosome Breakpoints , Chromosomes, Human, Pair 2/genetics , Chromosomes, Human, Pair 8/genetics , Developmental Disabilities/metabolism , Epilepsy/metabolism , Female , GTP-Binding Proteins/metabolism , Humans , Lymphocytes/metabolism , Mouth Mucosa/metabolism , Syndrome , Young Adult
12.
Nat Genet ; 45(8): 927-32, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23817572

ABSTRACT

Pilocytic astrocytoma, the most common childhood brain tumor, is typically associated with mitogen-activated protein kinase (MAPK) pathway alterations. Surgically inaccessible midline tumors are therapeutically challenging, showing sustained tendency for progression and often becoming a chronic disease with substantial morbidities. Here we describe whole-genome sequencing of 96 pilocytic astrocytomas, with matched RNA sequencing (n = 73), conducted by the International Cancer Genome Consortium (ICGC) PedBrain Tumor Project. We identified recurrent activating mutations in FGFR1 and PTPN11 and new NTRK2 fusion genes in non-cerebellar tumors. New BRAF-activating changes were also observed. MAPK pathway alterations affected all tumors analyzed, with no other significant mutations identified, indicating that pilocytic astrocytoma is predominantly a single-pathway disease. Notably, we identified the same FGFR1 mutations in a subset of H3F3A-mutated pediatric glioblastoma with additional alterations in the NF1 gene. Our findings thus identify new potential therapeutic targets in distinct subsets of pilocytic astrocytoma and childhood glioblastoma.


Subject(s)
Astrocytoma/genetics , Brain Neoplasms/genetics , Mutation , Receptor, Fibroblast Growth Factor, Type 1/genetics , Receptor, trkB/genetics , Animals , Astrocytoma/metabolism , Base Sequence , Brain Neoplasms/metabolism , Cell Line , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/metabolism , Chromosome Breakpoints , Chromosomes, Human, Pair 6 , Chromosomes, Human, Pair 9 , Fibroblast Growth Factors/metabolism , Humans , MAP Kinase Signaling System , Mice , Models, Molecular , Oncogene Proteins, Fusion/chemistry , Oncogene Proteins, Fusion/genetics , Protein Conformation , Proto-Oncogene Proteins B-raf/chemistry , Proto-Oncogene Proteins B-raf/genetics , Receptor, Fibroblast Growth Factor, Type 1/metabolism , Receptor, trkB/metabolism
13.
Cancer Cell ; 23(2): 159-70, 2013 Feb 11.
Article in English | MEDLINE | ID: mdl-23410972

ABSTRACT

Early-onset prostate cancer (EO-PCA) represents the earliest clinical manifestation of prostate cancer. To compare the genomic alteration landscapes of EO-PCA with "classical" (elderly-onset) PCA, we performed deep sequencing-based genomics analyses in 11 tumors diagnosed at young age, and pursued comparative assessments with seven elderly-onset PCA genomes. Remarkable age-related differences in structural rearrangement (SR) formation became evident, suggesting distinct disease pathomechanisms. Whereas EO-PCAs harbored a prevalence of balanced SRs, with a specific abundance of androgen-regulated ETS gene fusions including TMPRSS2:ERG, elderly-onset PCAs displayed primarily non-androgen-associated SRs. Data from a validation cohort of > 10,000 patients showed age-dependent androgen receptor levels and a prevalence of SRs affecting androgen-regulated genes, further substantiating the activity of a characteristic "androgen-type" pathomechanism in EO-PCA.


Subject(s)
Gene Rearrangement , Genomics , Oncogene Proteins, Fusion/genetics , Prostatic Neoplasms/genetics , Receptors, Androgen/genetics , Serine Endopeptidases/genetics , Trans-Activators/genetics , Adult , Aged , Aged, 80 and over , Computational Biology , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Transcriptional Regulator ERG
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