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1.
Cell ; 182(1): 189-199.e15, 2020 07 09.
Article in English | MEDLINE | ID: mdl-32531199

ABSTRACT

Structural variants contribute substantially to genetic diversity and are important evolutionarily and medically, but they are still understudied. Here we present a comprehensive analysis of structural variation in the Human Genome Diversity panel, a high-coverage dataset of 911 samples from 54 diverse worldwide populations. We identify, in total, 126,018 variants, 78% of which were not identified in previous global sequencing projects. Some reach high frequency and are private to continental groups or even individual populations, including regionally restricted runaway duplications and putatively introgressed variants from archaic hominins. By de novo assembly of 25 genomes using linked-read sequencing, we discover 1,643 breakpoint-resolved unique insertions, in aggregate accounting for 1.9 Mb of sequence absent from the GRCh38 reference. Our results illustrate the limitation of a single human reference and the need for high-quality genomes from diverse populations to fully discover and understand human genetic variation.


Subject(s)
Genetics, Population , Genomic Structural Variation , Alleles , Databases, Genetic , Gene Dosage , Gene Duplication , Gene Frequency/genetics , Genetic Variation , Genome, Human , Humans
2.
Cell ; 148(4): 780-91, 2012 Feb 17.
Article in English | MEDLINE | ID: mdl-22341448

ABSTRACT

The Tasmanian devil (Sarcophilus harrisii), the largest marsupial carnivore, is endangered due to a transmissible facial cancer spread by direct transfer of living cancer cells through biting. Here we describe the sequencing, assembly, and annotation of the Tasmanian devil genome and whole-genome sequences for two geographically distant subclones of the cancer. Genomic analysis suggests that the cancer first arose from a female Tasmanian devil and that the clone has subsequently genetically diverged during its spread across Tasmania. The devil cancer genome contains more than 17,000 somatic base substitution mutations and bears the imprint of a distinct mutational process. Genotyping of somatic mutations in 104 geographically and temporally distributed Tasmanian devil tumors reveals the pattern of evolution and spread of this parasitic clonal lineage, with evidence of a selective sweep in one geographical area and persistence of parallel lineages in other populations.


Subject(s)
Facial Neoplasms/veterinary , Genomic Instability , Marsupialia/genetics , Mutation , Animals , Clonal Evolution , Endangered Species , Facial Neoplasms/epidemiology , Facial Neoplasms/genetics , Facial Neoplasms/pathology , Female , Genome-Wide Association Study , Male , Molecular Sequence Data , Tasmania/epidemiology
3.
Cell ; 144(1): 27-40, 2011 Jan 07.
Article in English | MEDLINE | ID: mdl-21215367

ABSTRACT

Cancer is driven by somatically acquired point mutations and chromosomal rearrangements, conventionally thought to accumulate gradually over time. Using next-generation sequencing, we characterize a phenomenon, which we term chromothripsis, whereby tens to hundreds of genomic rearrangements occur in a one-off cellular crisis. Rearrangements involving one or a few chromosomes crisscross back and forth across involved regions, generating frequent oscillations between two copy number states. These genomic hallmarks are highly improbable if rearrangements accumulate over time and instead imply that nearly all occur during a single cellular catastrophe. The stamp of chromothripsis can be seen in at least 2%-3% of all cancers, across many subtypes, and is present in ∼25% of bone cancers. We find that one, or indeed more than one, cancer-causing lesion can emerge out of the genomic crisis. This phenomenon has important implications for the origins of genomic remodeling and temporal emergence of cancer.


Subject(s)
Chromosome Aberrations , Neoplasms/genetics , Neoplasms/pathology , Bone Neoplasms/genetics , Cell Line, Tumor , Chromosome Painting , Female , Gene Rearrangement , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Middle Aged
4.
Nature ; 565(7740): 505-510, 2019 01.
Article in English | MEDLINE | ID: mdl-30651639

ABSTRACT

The increasing prevalence of diabetes has resulted in a global epidemic1. Diabetes is a major cause of blindness, kidney failure, heart attacks, stroke and amputation of lower limbs. These are often caused by changes in blood vessels, such as the expansion of the basement membrane and a loss of vascular cells2-4. Diabetes also impairs the functions of endothelial cells5 and disturbs the communication between endothelial cells and pericytes6. How dysfunction of endothelial cells and/or pericytes leads to diabetic vasculopathy remains largely unknown. Here we report the development of self-organizing three-dimensional human blood vessel organoids from pluripotent stem cells. These human blood vessel organoids contain endothelial cells and pericytes that self-assemble into capillary networks that are enveloped by a basement membrane. Human blood vessel organoids transplanted into mice form a stable, perfused vascular tree, including arteries, arterioles and venules. Exposure of blood vessel organoids to hyperglycaemia and inflammatory cytokines in vitro induces thickening of the vascular basement membrane. Human blood vessels, exposed in vivo to a diabetic milieu in mice, also mimic the microvascular changes found in patients with diabetes. DLL4 and NOTCH3 were identified as key drivers of diabetic vasculopathy in human blood vessels. Therefore, organoids derived from human stem cells faithfully recapitulate the structure and function of human blood vessels and are amenable systems for modelling and identifying the regulators of diabetic vasculopathy, a disease that affects hundreds of millions of patients worldwide.


Subject(s)
Basement Membrane/pathology , Blood Vessels/pathology , Diabetic Angiopathies/pathology , Models, Biological , Organoids/pathology , Organoids/transplantation , Adaptor Proteins, Signal Transducing , Amyloid Precursor Protein Secretases/antagonists & inhibitors , Amyloid Precursor Protein Secretases/metabolism , Animals , Arteries/cytology , Arteries/drug effects , Arterioles/cytology , Arterioles/drug effects , Basement Membrane/cytology , Basement Membrane/drug effects , Blood Vessels/cytology , Blood Vessels/drug effects , Blood Vessels/growth & development , Calcium-Binding Proteins , Diabetic Angiopathies/enzymology , Endothelial Cells/cytology , Endothelial Cells/drug effects , Humans , Hyperglycemia/complications , In Vitro Techniques , Inflammation Mediators/pharmacology , Intercellular Signaling Peptides and Proteins/metabolism , Mice , Organoids/cytology , Organoids/drug effects , Pericytes/cytology , Pericytes/drug effects , Pluripotent Stem Cells/cytology , Pluripotent Stem Cells/drug effects , Receptor, Notch3/metabolism , Signal Transduction , Venules/cytology , Venules/drug effects
5.
Proc Natl Acad Sci U S A ; 119(4)2022 01 25.
Article in English | MEDLINE | ID: mdl-35042798

ABSTRACT

Mutations in the SETX gene, which encodes Senataxin, are associated with the progressive neurodegenerative diseases ataxia with oculomotor apraxia 2 (AOA2) and amyotrophic lateral sclerosis 4 (ALS4). To identify the causal defect in AOA2, patient-derived cells and SETX knockouts (human and mouse) were analyzed using integrated genomic and transcriptomic approaches. A genome-wide increase in chromosome instability (gains and losses) within genes and at chromosome fragile sites was observed, resulting in changes to gene-expression profiles. Transcription stress near promoters correlated with high GCskew and the accumulation of R-loops at promoter-proximal regions, which localized with chromosomal regions where gains and losses were observed. In the absence of Senataxin, the Cockayne syndrome protein CSB was required for the recruitment of the transcription-coupled repair endonucleases (XPG and XPF) and RAD52 recombination protein to target and resolve transcription bubbles containing R-loops, leading to genomic instability. These results show that transcription stress is an important contributor to SETX mutation-associated chromosome fragility and AOA2.


Subject(s)
Chromosomal Instability/genetics , DNA Helicases/metabolism , Multifunctional Enzymes/metabolism , RNA Helicases/metabolism , Spinocerebellar Ataxias/congenital , Animals , Apraxias/genetics , Ataxia/genetics , Cell Line , Cerebellar Ataxia/genetics , DNA Helicases/genetics , DNA Repair/genetics , Gene Expression Profiling/methods , Genomic Instability/genetics , Genomics/methods , Humans , Mice , Mouse Embryonic Stem Cells , Multifunctional Enzymes/genetics , Mutation/genetics , Neurodegenerative Diseases/genetics , Primary Cell Culture , Promoter Regions, Genetic/genetics , RNA Helicases/genetics , Spinocerebellar Ataxias/genetics , Spinocerebellar Ataxias/physiopathology , Transcriptome/genetics
6.
Mol Biol Evol ; 40(5)2023 05 02.
Article in English | MEDLINE | ID: mdl-37183864

ABSTRACT

Chromosome-scale genome assemblies based on ultralong-read sequencing technologies are able to illuminate previously intractable aspects of genome biology such as fine-scale centromere structure and large-scale variation in genome features such as heterochromatin, GC content, recombination rate, and gene content. We present here a new chromosome-scale genome of the Mongolian gerbil (Meriones unguiculatus), which includes the complete sequence of all centromeres. Gerbils are thus the one of the first vertebrates to have their centromeres completely sequenced. Gerbil centromeres are composed of four different repeats of length 6, 37, 127, or 1,747 bp, which occur in simple alternating arrays and span 1-6 Mb. Gerbil genomes have both an extensive set of GC-rich genes and chromosomes strikingly enriched for constitutive heterochromatin. We sought to determine if there was a link between these two phenomena and found that the two heterochromatic chromosomes of the Mongolian gerbil have distinct underpinnings: Chromosome 5 has a large block of intraarm heterochromatin as the result of a massive expansion of centromeric repeats, while chromosome 13 is comprised of extremely large (>150 kb) repeated sequences. In addition to characterizing centromeres, our results demonstrate the importance of including karyotypic features such as chromosome number and the locations of centromeres in the interpretation of genome sequence data and highlight novel patterns involved in the evolution of chromosomes.


Subject(s)
Centromere , Heterochromatin , Animals , Gerbillinae/genetics , Heterochromatin/genetics , Centromere/genetics , Genome , Repetitive Sequences, Nucleic Acid
7.
Nature ; 554(7690): 62-68, 2018 02 01.
Article in English | MEDLINE | ID: mdl-29364867

ABSTRACT

The poor correlation of mutational landscapes with phenotypes limits our understanding of the pathogenesis and metastasis of pancreatic ductal adenocarcinoma (PDAC). Here we show that oncogenic dosage-variation has a critical role in PDAC biology and phenotypic diversification. We find an increase in gene dosage of mutant KRAS in human PDAC precursors, which drives both early tumorigenesis and metastasis and thus rationalizes early PDAC dissemination. To overcome the limitations posed to gene dosage studies by the stromal richness of PDAC, we have developed large cell culture resources of metastatic mouse PDAC. Integration of cell culture genomes, transcriptomes and tumour phenotypes with functional studies and human data reveals additional widespread effects of oncogenic dosage variation on cell morphology and plasticity, histopathology and clinical outcome, with the highest KrasMUT levels underlying aggressive undifferentiated phenotypes. We also identify alternative oncogenic gains (Myc, Yap1 or Nfkb2), which collaborate with heterozygous KrasMUT in driving tumorigenesis, but have lower metastatic potential. Mechanistically, different oncogenic gains and dosages evolve along distinct evolutionary routes, licensed by defined allelic states and/or combinations of hallmark tumour suppressor alterations (Cdkn2a, Trp53, Tgfß-pathway). Thus, evolutionary constraints and contingencies direct oncogenic dosage gain and variation along defined routes to drive the early progression of PDAC and shape its downstream biology. Our study uncovers universal principles of Ras-driven oncogenesis that have potential relevance beyond pancreatic cancer.


Subject(s)
Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Evolution, Molecular , Gene Dosage , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Proto-Oncogene Proteins p21(ras)/genetics , Adaptor Proteins, Signal Transducing/genetics , Alleles , Animals , Carcinogenesis/genetics , Cell Cycle Proteins , Cyclin-Dependent Kinase Inhibitor p16/genetics , Disease Progression , Female , Genes, myc , Genes, p53 , Humans , Male , Mice , Mutation , NF-kappa B p52 Subunit/genetics , Neoplasm Metastasis/genetics , Nuclear Proteins/genetics , Phenotype , Phosphoproteins/genetics , Transcription Factors/genetics , Transcriptome/genetics , Transforming Growth Factor beta1/genetics , YAP-Signaling Proteins
8.
Nature ; 550(7676): 393-397, 2017 10 19.
Article in English | MEDLINE | ID: mdl-29019987

ABSTRACT

Mouse embryonic stem cells derived from the epiblast contribute to the somatic lineages and the germline but are excluded from the extra-embryonic tissues that are derived from the trophectoderm and the primitive endoderm upon reintroduction to the blastocyst. Here we report that cultures of expanded potential stem cells can be established from individual eight-cell blastomeres, and by direct conversion of mouse embryonic stem cells and induced pluripotent stem cells. Remarkably, a single expanded potential stem cell can contribute both to the embryo proper and to the trophectoderm lineages in a chimaera assay. Bona fide trophoblast stem cell lines and extra-embryonic endoderm stem cells can be directly derived from expanded potential stem cells in vitro. Molecular analyses of the epigenome and single-cell transcriptome reveal enrichment for blastomere-specific signature and a dynamic DNA methylome in expanded potential stem cells. The generation of mouse expanded potential stem cells highlights the feasibility of establishing expanded potential stem cells for other mammalian species.


Subject(s)
Blastomeres/cytology , Mouse Embryonic Stem Cells/cytology , Animals , Blastocyst/cytology , Blastomeres/metabolism , Cell Lineage , Cells, Cultured , Chimera , Embryo, Mammalian/cytology , Endoderm/cytology , Epigenesis, Genetic , Epigenomics , Female , Male , Mice , Mouse Embryonic Stem Cells/metabolism , Placenta/cytology , Pluripotent Stem Cells/cytology , Pluripotent Stem Cells/metabolism , Pregnancy , Single-Cell Analysis , Transcriptome , Trophoblasts/cytology
9.
Nature ; 550(7674): 114-118, 2017 10 05.
Article in English | MEDLINE | ID: mdl-28953874

ABSTRACT

The ability to directly uncover the contributions of genes to a given phenotype is fundamental for biology research. However, ostensibly homogeneous cell populations exhibit large clonal variance that can confound analyses and undermine reproducibility. Here we used genome-saturated mutagenesis to create a biobank of over 100,000 individual haploid mouse embryonic stem (mES) cell lines targeting 16,970 genes with genetically barcoded, conditional and reversible mutations. This Haplobank is, to our knowledge, the largest resource of hemi/homozygous mutant mES cells to date and is available to all researchers. Reversible mutagenesis overcomes clonal variance by permitting functional annotation of the genome directly in sister cells. We use the Haplobank in reverse genetic screens to investigate the temporal resolution of essential genes in mES cells, and to identify novel genes that control sprouting angiogenesis and lineage specification of blood vessels. Furthermore, a genome-wide forward screen with Haplobank identified PLA2G16 as a host factor that is required for cytotoxicity by rhinoviruses, which cause the common cold. Therefore, clones from the Haplobank combined with the use of reversible technologies enable high-throughput, reproducible, functional annotation of the genome.


Subject(s)
Biological Specimen Banks , Genomics/methods , Haploidy , Mouse Embryonic Stem Cells/metabolism , Mutation , Animals , Blood Vessels/cytology , Cell Lineage/genetics , Common Cold/genetics , Common Cold/virology , Genes, Essential/genetics , Genetic Testing , HEK293 Cells , Homozygote , Humans , Mice , Mouse Embryonic Stem Cells/cytology , Neovascularization, Physiologic/genetics , Phospholipases A2, Calcium-Independent/genetics , Phospholipases A2, Calcium-Independent/metabolism , Rhinovirus/pathogenicity
10.
EMBO Rep ; 20(11): e47967, 2019 11 05.
Article in English | MEDLINE | ID: mdl-31566294

ABSTRACT

Dystroglycan, an extracellular matrix receptor, has essential functions in various tissues. Loss of α-dystroglycan-laminin interaction due to defective glycosylation of α-dystroglycan underlies a group of congenital muscular dystrophies often associated with brain malformations, referred to as dystroglycanopathies. The lack of isogenic human dystroglycanopathy cell models has limited our ability to test potential drugs in a human- and neural-specific context. Here, we generated induced pluripotent stem cells (iPSCs) from a severe dystroglycanopathy patient with homozygous FKRP (fukutin-related protein gene) mutation. We showed that CRISPR/Cas9-mediated gene correction of FKRP restored glycosylation of α-dystroglycan in iPSC-derived cortical neurons, whereas targeted gene mutation of FKRP in wild-type cells disrupted this glycosylation. In parallel, we screened 31,954 small molecule compounds using a mouse myoblast line for increased glycosylation of α-dystroglycan. Using human FKRP-iPSC-derived neural cells for hit validation, we demonstrated that compound 4-(4-bromophenyl)-6-ethylsulfanyl-2-oxo-3,4-dihydro-1H-pyridine-5-carbonitrile (4BPPNit) significantly augmented glycosylation of α-dystroglycan, in part through upregulation of LARGE1 glycosyltransferase gene expression. Together, isogenic human iPSC-derived cells represent a valuable platform for facilitating dystroglycanopathy drug discovery and therapeutic development.


Subject(s)
Drug Evaluation, Preclinical , Dystroglycans/metabolism , Induced Pluripotent Stem Cells/metabolism , Base Sequence , CRISPR-Cas Systems , Cells, Cultured , Drug Evaluation, Preclinical/methods , Dystroglycans/genetics , Gene Editing , Gene Targeting , Genetic Loci , Glycosylation/drug effects , High-Throughput Nucleotide Sequencing , Humans , Molecular Imaging , Muscular Dystrophies/drug therapy , Muscular Dystrophies/etiology , Muscular Dystrophies/metabolism , Mutation , N-Acetylglucosaminyltransferases/genetics , N-Acetylglucosaminyltransferases/metabolism , Neural Stem Cells/metabolism , Neurons/metabolism , Pentosyltransferases/genetics , Pentosyltransferases/metabolism
11.
Genome Res ; 26(1): 130-9, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26560630

ABSTRACT

We have generated an improved assembly and gene annotation of the pig X Chromosome, and a first draft assembly of the pig Y Chromosome, by sequencing BAC and fosmid clones from Duroc animals and incorporating information from optical mapping and fiber-FISH. The X Chromosome carries 1033 annotated genes, 690 of which are protein coding. Gene order closely matches that found in primates (including humans) and carnivores (including cats and dogs), which is inferred to be ancestral. Nevertheless, several protein-coding genes present on the human X Chromosome were absent from the pig, and 38 pig-specific X-chromosomal genes were annotated, 22 of which were olfactory receptors. The pig Y-specific Chromosome sequence generated here comprises 30 megabases (Mb). A 15-Mb subset of this sequence was assembled, revealing two clusters of male-specific low copy number genes, separated by an ampliconic region including the HSFY gene family, which together make up most of the short arm. Both clusters contain palindromes with high sequence identity, presumably maintained by gene conversion. Many of the ancestral X-related genes previously reported in at least one mammalian Y Chromosome are represented either as active genes or partial sequences. This sequencing project has allowed us to identify genes--both single copy and amplified--on the pig Y Chromosome, to compare the pig X and Y Chromosomes for homologous sequences, and thereby to reveal mechanisms underlying pig X and Y Chromosome evolution.


Subject(s)
Chromosomes, Mammalian/genetics , Evolution, Molecular , Swine/genetics , X Chromosome/genetics , Y Chromosome/genetics , Animals , Base Sequence , Cats/genetics , Dogs/genetics , Female , Gene Conversion , Gene Expression , Gene Library , Gene Order , Humans , Male , Molecular Sequence Data , Sequence Alignment , Sequence Analysis, DNA
12.
Cytometry A ; 95(3): 323-331, 2019 03.
Article in English | MEDLINE | ID: mdl-30556955

ABSTRACT

The use of the DNA dyes Hoechst (HO) and chromomycin A3 (CA3) has become the preferred combination for the bivariate analysis of chromosomes from both human and animals. This analysis requires a flow cytometer equipped with lasers of specific wavelength and of higher power than is typical on a conventional bench top flow cytometer. In this study, we have investigated the resolution of chromosome peaks in a human cell line with normal flow karyotype using different combinations of DNA dyes on a number of flow cytometers available in a flow cytometry core facility. Chromosomes were prepared from the human cell line using a modified polyamine isolation buffer. The bivariate flow karyotypes of different DNA dyes combination; 4'-6-diamidino-2-phenylindole (DAPI) or Hoechst with propidium iodide (PI), obtained from different flow cytometers were compared to the reference flow karyotype of DAPI or Hoechst with chromomycin A3, generated from a Mo-Flo cell sorter using laser power settings of 300 mW each of UV and 457 nm. Good chromosome separation was observed in most of the flow cytometers used in the study. This study demonstrates that chromosome analysis and sorting can also be performed on benchtop flow cytometers equipped with the standard solid state 488 and 355 nm lasers, using a DNA dye combination of DAPI or Hoechst with PI. © 2018 The Authors. Cytometry Part A published by Wiley Periodicals, Inc. on behalf of International Society for Advancement of Cytometry.


Subject(s)
Chromosomes/chemistry , DNA/analysis , Flow Cytometry/methods , Karyotyping/methods , Cell Line , DNA/chemistry , Fluorescence , Fluorescent Dyes/chemistry , Humans , Lasers , Male , Propidium
13.
Nature ; 496(7446): 498-503, 2013 Apr 25.
Article in English | MEDLINE | ID: mdl-23594743

ABSTRACT

Zebrafish have become a popular organism for the study of vertebrate gene function. The virtually transparent embryos of this species, and the ability to accelerate genetic studies by gene knockdown or overexpression, have led to the widespread use of zebrafish in the detailed investigation of vertebrate gene function and increasingly, the study of human genetic disease. However, for effective modelling of human genetic disease it is important to understand the extent to which zebrafish genes and gene structures are related to orthologous human genes. To examine this, we generated a high-quality sequence assembly of the zebrafish genome, made up of an overlapping set of completely sequenced large-insert clones that were ordered and oriented using a high-resolution high-density meiotic map. Detailed automatic and manual annotation provides evidence of more than 26,000 protein-coding genes, the largest gene set of any vertebrate so far sequenced. Comparison to the human reference genome shows that approximately 70% of human genes have at least one obvious zebrafish orthologue. In addition, the high quality of this genome assembly provides a clearer understanding of key genomic features such as a unique repeat content, a scarcity of pseudogenes, an enrichment of zebrafish-specific genes on chromosome 4 and chromosomal regions that influence sex determination.


Subject(s)
Conserved Sequence/genetics , Genome/genetics , Zebrafish/genetics , Animals , Chromosomes/genetics , Evolution, Molecular , Female , Genes/genetics , Genome, Human/genetics , Genomics , Humans , Male , Meiosis/genetics , Molecular Sequence Annotation , Pseudogenes/genetics , Reference Standards , Sex Determination Processes/genetics , Zebrafish Proteins/genetics
14.
Genome Res ; 25(6): 814-24, 2015 06.
Article in English | MEDLINE | ID: mdl-25963125

ABSTRACT

Mitochondrial genomes are separated from the nuclear genome for most of the cell cycle by the nuclear double membrane, intervening cytoplasm, and the mitochondrial double membrane. Despite these physical barriers, we show that somatically acquired mitochondrial-nuclear genome fusion sequences are present in cancer cells. Most occur in conjunction with intranuclear genomic rearrangements, and the features of the fusion fragments indicate that nonhomologous end joining and/or replication-dependent DNA double-strand break repair are the dominant mechanisms involved. Remarkably, mitochondrial-nuclear genome fusions occur at a similar rate per base pair of DNA as interchromosomal nuclear rearrangements, indicating the presence of a high frequency of contact between mitochondrial and nuclear DNA in some somatic cells. Transmission of mitochondrial DNA to the nuclear genome occurs in neoplastically transformed cells, but we do not exclude the possibility that some mitochondrial-nuclear DNA fusions observed in cancer occurred years earlier in normal somatic cells.


Subject(s)
DNA, Mitochondrial/genetics , Genome, Human , Genome, Mitochondrial/genetics , Neoplasms/genetics , Amino Acid Sequence , Cell Line, Tumor , Cell Nucleus/genetics , Chromosomes/genetics , DNA Copy Number Variations , DNA End-Joining Repair , DNA Replication , HeLa Cells , Humans , In Situ Hybridization, Fluorescence , Mitochondria/genetics , Molecular Sequence Data , Reproducibility of Results , Sequence Analysis, DNA
15.
Proc Natl Acad Sci U S A ; 112(45): 13982-7, 2015 Nov 10.
Article in English | MEDLINE | ID: mdl-26508638

ABSTRACT

Here, we show CRISPR/Cas9-based targeted somatic multiplex-mutagenesis and its application for high-throughput analysis of gene function in mice. Using hepatic single guide RNA (sgRNA) delivery, we targeted large gene sets to induce hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC). We observed Darwinian selection of target genes, which suppress tumorigenesis in the respective cellular/tissue context, such as Pten or Cdkn2a, and conversely found low frequency of Brca1/2 alterations, explaining mutational spectra in human ICC/HCC. Our studies show that multiplexed CRISPR/Cas9 can be used for recessive genetic screening or high-throughput cancer gene validation in mice. The analysis of CRISPR/Cas9-induced tumors provided support for a major role of chromatin modifiers in hepatobiliary tumorigenesis, including that of ARID family proteins, which have recently been reported to be mutated in ICC/HCC. We have also comprehensively characterized the frequency and size of chromosomal alterations induced by combinatorial sgRNA delivery and describe related limitations of CRISPR/Cas9 multiplexing, as well as opportunities for chromosome engineering in the context of hepatobiliary tumorigenesis. Our study describes novel approaches to model and study cancer in a high-throughput multiplexed format that will facilitate the functional annotation of cancer genomes.


Subject(s)
CRISPR-Cas Systems/genetics , Carcinoma, Hepatocellular/genetics , Disease Models, Animal , Genomics/methods , High-Throughput Screening Assays , Liver Neoplasms/genetics , Mutagenesis/genetics , Animals , Base Sequence , Gene Targeting , Histological Techniques , Liver/metabolism , Mice , Molecular Sequence Data , Selection, Genetic/genetics
16.
Hum Mol Genet ; 24(12): 3472-80, 2015 Jun 15.
Article in English | MEDLINE | ID: mdl-25788522

ABSTRACT

The human salivary amylase genes display extensive copy number variation (CNV), and recent work has implicated this variation in adaptation to starch-rich diets, and in association with body mass index. In this work, we use paralogue ratio tests, microsatellite analysis, read depth and fibre-FISH to demonstrate that human amylase CNV is not a smooth continuum, but is instead partitioned into distinct haplotype classes. There is a fundamental structural distinction between haplotypes containing odd or even numbers of AMY1 gene units, in turn coupled to CNV in pancreatic amylase genes AMY2A and AMY2B. Most haplotypes have one copy each of AMY2A and AMY2B and contain an odd number of copies of AMY1; consequently, most individuals have an even total number of AMY1. In contrast, haplotypes carrying an even number of AMY1 genes have rearrangements leading to CNVs of AMY2A/AMY2B. Read-depth and experimental data show that different populations harbour different proportions of these basic haplotype classes. In Europeans, the copy numbers of AMY1 and AMY2A are correlated, so that phenotypic associations caused by variation in pancreatic amylase copy number could be detected indirectly as weak association with AMY1 copy number. We show that the quantitative polymerase chain reaction (qPCR) assay previously applied to the high-throughput measurement of AMY1 copy number is less accurate than the measures we use and that qPCR data in other studies have been further compromised by systematic miscalibration. Our results uncover new patterns in human amylase variation and imply a potential role for AMY2 CNV in functional associations.


Subject(s)
Amylases/genetics , Amylases/metabolism , Obesity/genetics , Obesity/metabolism , Starch/metabolism , DNA Copy Number Variations , Gene Order , Genetic Loci , Haplotypes , Humans , Pancreatic alpha-Amylases/genetics , Pancreatic alpha-Amylases/metabolism , Salivary alpha-Amylases/genetics , Salivary alpha-Amylases/metabolism
17.
Nature ; 463(7283): 893-8, 2010 Feb 18.
Article in English | MEDLINE | ID: mdl-20164919

ABSTRACT

The cancer genome is moulded by the dual processes of somatic mutation and selection. Homozygous deletions in cancer genomes occur over recessive cancer genes, where they can confer selective growth advantage, and over fragile sites, where they are thought to reflect an increased local rate of DNA breakage. However, most homozygous deletions in cancer genomes are unexplained. Here we identified 2,428 somatic homozygous deletions in 746 cancer cell lines. These overlie 11% of protein-coding genes that, therefore, are not mandatory for survival of human cells. We derived structural signatures that distinguish between homozygous deletions over recessive cancer genes and fragile sites. Application to clusters of unexplained homozygous deletions suggests that many are in regions of inherent fragility, whereas a small subset overlies recessive cancer genes. The results illustrate how structural signatures can be used to distinguish between the influences of mutation and selection in cancer genomes. The extensive copy number, genotyping, sequence and expression data available for this large series of publicly available cancer cell lines renders them informative reagents for future studies of cancer biology and drug discovery.


Subject(s)
Chromosome Fragile Sites/genetics , Gene Deletion , Genes, Neoplasm/genetics , Genes, Recessive/genetics , Genome, Human/genetics , Homozygote , Neoplasms/genetics , Selection, Genetic/genetics , Cell Line, Tumor , Chromosomes, Human/genetics , DNA Copy Number Variations/genetics , DNA Mutational Analysis , Gene Dosage/genetics , Humans , Models, Genetic , Oligonucleotide Array Sequence Analysis , Physical Chromosome Mapping , Reproducibility of Results
18.
BMC Evol Biol ; 15: 205, 2015 Sep 26.
Article in English | MEDLINE | ID: mdl-26409465

ABSTRACT

BACKGROUND: Previous cross-species painting studies with probes from chicken (Gallus gallus) chromosomes 1-10 and a paint pool of nineteen microchromosomes have revealed that the drastic karyotypic reorganization in Accipitridae is due to extensive synteny disruptions and associations. However, the number of synteny association events and identities of microchromosomes involved in such synteny associations remain undefined, due to the lack of paint probes derived from individual chicken microchromosomes. Moreover, no genome-wide homology map between Accipitridae species and other avian species with atypical karyotype organization has been reported till now, and the karyotype evolution within Accipitriformes remains unclear. RESULTS: To delineate the synteny-conserved segments in Accipitridae, a set of painting probes for the griffon vulture, Gyps fulvus (2n = 66) was generated from flow-sorted chromosomes. Together with previous generated probes from the stone curlew, Burhinus oedicnemus (2n = 42), a Charadriiformes species with atypical karyotype organization, we conducted multidirectional chromosome painting, including reciprocal chromosome painting between B. oedicnemus and G. fulvus and cross-species chromosome painting between B. oedicnemus and two accipitrid species (the Himalayan griffon, G. himalayensis 2n = 66, and the common buzzard, Buteo buteo, 2n = 68). In doing so, genome-wide homology maps between B. oedicnemus and three Accipitridae species were established. From there, a cladistic analysis using chromosomal characters and mapping of chromosomal changes on a consensus molecular phylogeny were conducted in order to search for cytogenetic signatures for different lineages within Accipitriformes. CONCLUSION: Our study confirmed that the genomes of the diurnal birds of prey, especially the genomes of species in Accipitriformes excluding Cathartidae, have been extensively reshuffled when compared to other bird lineages. The chromosomal rearrangements involved include both fusions and fissions. Our chromosome painting data indicated that the Palearctic common buzzard (BBU) shared several common chromosomal rearrangements with some Old World vultures, and was found to be more closely related to other Accipitridae than to Neotropical buteonine raptors from the karyotypic perspective. Using both a chromosome-based cladistic analysis as well as by mapping of chromosomal differences onto a molecular-based phylogenetic tree, we revealed a number of potential cytogenetic signatures that support the clade of Pandionidae (PHA) + Accipitridae. In addition, our cladistic analysis using chromosomal characters appears to support the placement of osprey (PHA) in Accipitridae.


Subject(s)
Biological Evolution , Chromosome Painting , Falconiformes/genetics , Animals , Chickens/genetics , Chromosomes , Falconiformes/classification , Genome , Karyotype , Phylogeny , Synteny
19.
BMC Genomics ; 16: 442, 2015 Jun 09.
Article in English | MEDLINE | ID: mdl-26055083

ABSTRACT

BACKGROUND: Amplified gene families on sex chromosomes can harbour genes with important biological functions, especially relating to fertility. The Y-linked heat shock transcription factor (HSFY) family has become amplified on the Y chromosome of the domestic pig (Sus scrofa), in an apparently independent event to an HSFY expansion on the Y chromosome of cattle (Bos taurus). Although the biological functions of HSFY genes are poorly understood, they appear to be involved in gametogenesis in a number of mammalian species, and, in cattle, HSFY gene copy number may correlate with levels of fertility. RESULTS: We have investigated the HSFY family in domestic pig, and other suid species including warthog, bushpig, babirusa and peccaries. The domestic pig contains at least two amplified variants of HSFY, distinguished predominantly by presence or absence of a SINE within the intron. Both these variants are expressed in testis, and both are present in approximately 50 copies each in a single cluster on the short arm of the Y. The longer form has multiple nonsense mutations rendering it likely non-functional, but many of the shorter forms still have coding potential. Other suid species also have these two variants of HSFY, and estimates of copy number suggest the HSFY family may have amplified independently twice during suid evolution. CONCLUSIONS: The HSFY genes have become amplified in multiple species lineages independently. HSFY is predominantly expressed in testis in domestic pig, a pattern conserved with cattle, in which HSFY may play a role in fertility. Further investigation of the potential associations of HSFY with fertility and testis development may be of agricultural interest.


Subject(s)
DNA Repeat Expansion , Swine/genetics , Transcription Factors/genetics , Y Chromosome/genetics , Animals , Codon, Nonsense , Gene Amplification , Male , Multigene Family , Short Interspersed Nucleotide Elements , Sus scrofa , Swine/classification , Testis/metabolism , Transcription Factors/metabolism
20.
Genome Res ; 22(2): 346-61, 2012 Feb.
Article in English | MEDLINE | ID: mdl-21994251

ABSTRACT

Cancer genomes are complex, carrying thousands of somatic mutations including base substitutions, insertions and deletions, rearrangements, and copy number changes that have been acquired over decades. Recently, technologies have been introduced that allow generation of high-resolution, comprehensive catalogs of somatic alterations in cancer genomes. However, analyses of these data sets generally do not indicate the order in which mutations have occurred, or the resulting karyotype. Here, we introduce a mathematical framework that begins to address this problem. By using samples with accurate data sets, we can reconstruct relatively complex temporal sequences of rearrangements and provide an assembly of genomic segments into digital karyotypes. For cancer genes mutated in rearranged regions, this information can provide a chronological examination of the selective events that have taken place.


Subject(s)
Genome, Human , Models, Genetic , Neoplasms/genetics , Phylogeny , Translocation, Genetic , Computational Biology/methods , DNA Copy Number Variations , Evolution, Molecular , Humans , Mutation
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