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1.
Genome Res ; 32(4): 643-655, 2022 04.
Article in English | MEDLINE | ID: mdl-35177558

ABSTRACT

The occurrence and formation of genomic structural variants (SVs) is known to be influenced by the 3D chromatin architecture, but the extent and magnitude have been challenging to study. Here, we apply Hi-C to study chromatin organization before and after induction of chromothripsis in human cells. We use Hi-C to manually assemble the derivative chromosomes following the occurrence of massive complex rearrangements, which allows us to study the sources of SV formation and their consequences on gene regulation. We observe an action-reaction interplay whereby the 3D chromatin architecture directly impacts the location and formation of SVs. In turn, the SVs reshape the chromatin organization to alter the local topologies, replication timing, and gene regulation in cis We show that SVs have a strong tendency to occur between similar chromatin compartments and replication timing regions. Moreover, we find that SVs frequently occur at 3D loop anchors, that SVs can cause a switch in chromatin compartments and replication timing, and that this is a major source of SV-mediated effects on nearby gene expression changes. Finally, we provide evidence for a general mechanistic bias of the 3D chromatin on SV occurrence using data from more than 2700 patient-derived cancer genomes.


Subject(s)
Chromothripsis , Genome , Chromatin/genetics , Chromosomes , Genome, Human , Genomic Structural Variation , Humans
2.
Nature ; 547(7663): 311-317, 2017 07 19.
Article in English | MEDLINE | ID: mdl-28726821

ABSTRACT

Current therapies for medulloblastoma, a highly malignant childhood brain tumour, impose debilitating effects on the developing child, and highlight the need for molecularly targeted treatments with reduced toxicity. Previous studies have been unable to identify the full spectrum of driver genes and molecular processes that operate in medulloblastoma subgroups. Here we analyse the somatic landscape across 491 sequenced medulloblastoma samples and the molecular heterogeneity among 1,256 epigenetically analysed cases, and identify subgroup-specific driver alterations that include previously undiscovered actionable targets. Driver mutations were confidently assigned to most patients belonging to Group 3 and Group 4 medulloblastoma subgroups, greatly enhancing previous knowledge. New molecular subtypes were differentially enriched for specific driver events, including hotspot in-frame insertions that target KBTBD4 and 'enhancer hijacking' events that activate PRDM6. Thus, the application of integrative genomics to an extensive cohort of clinical samples derived from a single childhood cancer entity revealed a series of cancer genes and biologically relevant subtype diversity that represent attractive therapeutic targets for the treatment of patients with medulloblastoma.


Subject(s)
DNA Mutational Analysis , Genome, Human/genetics , Medulloblastoma/classification , Medulloblastoma/genetics , Whole Genome Sequencing , Carcinogenesis/genetics , Carrier Proteins/genetics , Cohort Studies , DNA Methylation , Datasets as Topic , Epistasis, Genetic , Genomics , Humans , Molecular Targeted Therapy , Muscle Proteins/genetics , Mutation , Oncogenes/genetics , Transcription Factors/genetics , Wnt Proteins/genetics
3.
Nat Rev Cancer ; 22(9): 533-546, 2022 09.
Article in English | MEDLINE | ID: mdl-35764888

ABSTRACT

Structural variations (SVs) affect more of the cancer genome than any other type of somatic genetic alteration but difficulties in detecting and interpreting them have limited our understanding. Clinical cancer sequencing also increasingly aims to detect SVs, leading to a widespread necessity to interpret their biological and clinical relevance. Recently, analyses of large whole-genome sequencing data sets revealed features that impact rates of SVs across the genome in different cancers. A striking feature has been the extent to which, in both their generation and their influence on the selective fitness of cancer cells, SVs are more specific to individual cancer types than other genetic alterations such as single-nucleotide variants. This Perspective discusses how the folding of the 3D genome, and differences in its folding across cell types, affect observed SV rates in different cancer types as well as how SVs can impact cancer cell fitness.


Subject(s)
Genomics , Neoplasms , Genome, Human , Humans , Neoplasms/genetics
5.
Nat Commun ; 10(1): 172, 2019 01 11.
Article in English | MEDLINE | ID: mdl-30635567

ABSTRACT

Cancer sequencing studies have implicated regulators of pre-mRNA splicing as important disease determinants in acute myeloid leukemia (AML), but the underlying mechanisms have remained elusive. We hypothesized that "non-mutated" splicing regulators may also play a role in AML biology and therefore conducted an in vivo shRNA screen in a mouse model of CEBPA mutant AML. This has led to the identification of the splicing regulator RBM25 as a novel tumor suppressor. In multiple human leukemic cell lines, knockdown of RBM25 promotes proliferation and decreases apoptosis. Mechanistically, we show that RBM25 controls the splicing of key genes, including those encoding the apoptotic regulator BCL-X and the MYC inhibitor BIN1. This mechanism is also operative in human AML patients where low RBM25 levels are associated with high MYC activity and poor outcome. Thus, we demonstrate that RBM25 acts as a regulator of MYC activity and sensitizes cells to increased MYC levels.


Subject(s)
Gene Expression Regulation, Leukemic , Leukemia, Experimental/metabolism , Leukemia, Myeloid, Acute/metabolism , Proto-Oncogene Proteins c-myc/metabolism , RNA Recognition Motif Proteins/metabolism , RNA Splicing Factors/metabolism , RNA-Binding Proteins/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Animals , Cell Line, Tumor , Female , Humans , Leukemia, Myeloid, Acute/mortality , Mice , Nerve Tissue Proteins/metabolism , Nuclear Proteins , RNA Splicing , Tumor Suppressor Proteins/metabolism
6.
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
7.
Genome Biol ; 18(1): 18, 2017 01 26.
Article in English | MEDLINE | ID: mdl-28126036

ABSTRACT

BACKGROUND: A healthy immune system requires immune cells that adapt rapidly to environmental challenges. This phenotypic plasticity can be mediated by transcriptional and epigenetic variability. RESULTS: We apply a novel analytical approach to measure and compare transcriptional and epigenetic variability genome-wide across CD14+CD16- monocytes, CD66b+CD16+ neutrophils, and CD4+CD45RA+ naïve T cells from the same 125 healthy individuals. We discover substantially increased variability in neutrophils compared to monocytes and T cells. In neutrophils, genes with hypervariable expression are found to be implicated in key immune pathways and are associated with cellular properties and environmental exposure. We also observe increased sex-specific gene expression differences in neutrophils. Neutrophil-specific DNA methylation hypervariable sites are enriched at dynamic chromatin regions and active enhancers. CONCLUSIONS: Our data highlight the importance of transcriptional and epigenetic variability for the key role of neutrophils as the first responders to inflammatory stimuli. We provide a resource to enable further functional studies into the plasticity of immune cells, which can be accessed from: http://blueprint-dev.bioinfo.cnio.es/WP10/hypervariability .


Subject(s)
Epigenesis, Genetic , Gene Expression Regulation , Genome-Wide Association Study , Immune System/cytology , Immune System/metabolism , Transcription, Genetic , Cluster Analysis , CpG Islands , DNA Methylation , Female , Gene Expression Profiling , Gene Regulatory Networks , Genetic Variation , Humans , Immune System/immunology , Male , Neutrophils/metabolism , Organ Specificity/genetics , Sex Factors
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