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1.
BMC Genomics ; 25(1): 251, 2024 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-38448820

RESUMO

BACKGROUND: The Illumina family of Infinium Methylation BeadChip microarrays has been widely used over the last 15 years for genome-wide DNA methylation profiling, including large-scale and population-based studies, due to their ease of use and cost effectiveness. Succeeding the popular HumanMethylationEPIC BeadChip (EPICv1), the recently released Infinium MethylationEPIC v2.0 BeadChip (EPICv2) claims to extend genomic coverage to more than 935,000 CpG sites. Here, we comprehensively characterise the reproducibility, reliability and annotation of the EPICv2 array, based on bioinformatic analysis of both manifest data and new EPICv2 data from diverse biological samples. RESULTS: We find a high degree of reproducibility with EPICv1, evidenced by comparable sensitivity and precision from empirical cross-platform comparison incorporating whole genome bisulphite sequencing (WGBS), and high correlation between technical sample replicates, including between samples with DNA input levels below the manufacturer's recommendation. We provide a full assessment of probe content, evaluating genomic distribution and changes from previous array versions. We characterise EPICv2's new feature of replicated probes and provide recommendations as to the superior probes. In silico analysis of probe sequences demonstrates that probe cross-hybridisation remains a significant problem in EPICv2. By mapping the off-target sites at single nucleotide resolution and comparing with WGBS we show empirical evidence for preferential off-target binding. CONCLUSIONS: Overall, we find EPICv2 a worthy successor to the previous Infinium methylation microarrays, however some technical issues remain. To support optimal EPICv2 data analysis we provide an expanded version of the EPICv2 manifest to aid researchers in understanding probe design, data processing, choosing appropriate probes for analysis and for integration with methylation datasets from previous versions of the Infinium Methylation BeadChip.


Assuntos
Biologia Computacional , Metilação de DNA , Sulfitos , Reprodutibilidade dos Testes , Análise de Dados
2.
Int J Mol Sci ; 24(21)2023 Oct 26.
Artigo em Inglês | MEDLINE | ID: mdl-37958608

RESUMO

Leucine-rich repeat and immunoglobulin domain-containing protein (Lingo-1) plays a vital role in a large number of neuronal processes underlying learning and memory, which are known to be disrupted in schizophrenia. However, Lingo-1 has never been examined in the context of schizophrenia. The genetic association of a single-nucleotide polymorphism (SNP, rs3144) and methylation (CpG sites) in the Lingo-1 3'-UTR region was examined, with the testing of cognitive dysfunction and white matter (WM) integrity in a schizophrenia case-control cohort (n = 268/group). A large subset of subjects (97 control and 161 schizophrenia subjects) underwent structural magnetic resonance imaging (MRI) brain scans to assess WM integrity. Frequency of the rs3144 minor allele was overrepresented in the schizophrenia population (p = 0.03), with an odds ratio of 1.39 (95% CI 1.016-1.901). CpG sites surrounding rs3144 were hypermethylated in the control population (p = 0.032) compared to the schizophrenia group. rs3144 genotype was predictive of membership to a subclass of schizophrenia subjects with generalized cognitive deficits (p < 0.05), in addition to having associations with WM integrity (p = 0.018). This is the first study reporting a potential implication of genetic and epigenetic risk factors in Lingo-1 in schizophrenia. Both of these genetic and epigenetic alterations may also have associations with cognitive dysfunction and WM integrity in the context of the schizophrenia pathophysiology.


Assuntos
Epigênese Genética , Proteínas do Tecido Nervoso , Esquizofrenia , Substância Branca , Humanos , Encéfalo/metabolismo , Estudos de Casos e Controles , Cognição , Imageamento por Ressonância Magnética , Esquizofrenia/diagnóstico por imagem , Esquizofrenia/genética , Esquizofrenia/metabolismo , Substância Branca/patologia , Proteínas do Tecido Nervoso/genética
3.
Nucleic Acids Res ; 48(12): 6513-6529, 2020 07 09.
Artigo em Inglês | MEDLINE | ID: mdl-32449925

RESUMO

Monocytes and macrophages are essential components of the innate immune system. Herein, we report that intron retention (IR) plays an important role in the development and function of these cells. Using Illumina mRNA sequencing, Nanopore direct cDNA sequencing and proteomics analysis, we identify IR events that affect the expression of key genes/proteins involved in macrophage development and function. We demonstrate that decreased IR in nuclear-detained mRNA is coupled with increased expression of genes encoding regulators of macrophage transcription, phagocytosis and inflammatory signalling, including ID2, IRF7, ENG and LAT. We further show that this dynamic IR program persists during the polarisation of resting macrophages into activated macrophages. In the presence of proinflammatory stimuli, intron-retaining CXCL2 and NFKBIZ transcripts are rapidly spliced, enabling timely expression of these key inflammatory regulators by macrophages. Our study provides novel insights into the molecular factors controlling vital regulators of the innate immune response.


Assuntos
Ativação de Macrófagos , Macrófagos/imunologia , Splicing de RNA , RNA Mensageiro/genética , Proteínas Adaptadoras de Transdução de Sinal/genética , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Células Cultivadas , Quimiocina CXCL2/genética , Quimiocina CXCL2/metabolismo , Endoglina/genética , Endoglina/metabolismo , Humanos , Proteína 2 Inibidora de Diferenciação/genética , Proteína 2 Inibidora de Diferenciação/metabolismo , Fator Regulador 7 de Interferon/genética , Fator Regulador 7 de Interferon/metabolismo , Íntrons , Proteínas de Membrana/genética , Proteínas de Membrana/metabolismo , RNA Mensageiro/metabolismo , Células THP-1
4.
Genome Res ; 28(5): 625-638, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29650553

RESUMO

The growth and progression of solid tumors involves dynamic cross-talk between cancer epithelium and the surrounding microenvironment. To date, molecular profiling has largely been restricted to the epithelial component of tumors; therefore, features underpinning the persistent protumorigenic phenotype of the tumor microenvironment are unknown. Using whole-genome bisulfite sequencing, we show for the first time that cancer-associated fibroblasts (CAFs) from localized prostate cancer display remarkably distinct and enduring genome-wide changes in DNA methylation, significantly at enhancers and promoters, compared to nonmalignant prostate fibroblasts (NPFs). Differentially methylated regions associated with changes in gene expression have cancer-related functions and accurately distinguish CAFs from NPFs. Remarkably, a subset of changes is shared with prostate cancer epithelial cells, revealing the new concept of tumor-specific epigenome modifications in the tumor and its microenvironment. The distinct methylome of CAFs provides a novel epigenetic hallmark of the cancer microenvironment and promises new biomarkers to improve interpretation of diagnostic samples.


Assuntos
Metilação de DNA , Epigenômica/métodos , Neoplasias da Próstata/genética , Microambiente Tumoral/genética , Fibroblastos Associados a Câncer/metabolismo , Células Cultivadas , Fibroblastos/metabolismo , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Genoma Humano/genética , Humanos , Masculino , Regiões Promotoras Genéticas/genética , Neoplasias da Próstata/patologia , Sequenciamento Completo do Genoma/métodos
5.
Bioinformatics ; 35(4): 560-570, 2019 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-30084929

RESUMO

MOTIVATION: A synoptic view of the human genome benefits chiefly from the application of nucleic acid sequencing and microarray technologies. These platforms allow interrogation of patterns such as gene expression and DNA methylation at the vast majority of canonical loci, allowing granular insights and opportunities for validation of original findings. However, problems arise when validating against a "gold standard" measurement, since this immediately biases all subsequent measurements towards that particular technology or protocol. Since all genomic measurements are estimates, in the absence of a "gold standard" we instead empirically assess the measurement precision and sensitivity of a large suite of genomic technologies via a consensus modelling method called the row-linear model. This method is an application of the American Society for Testing and Materials Standard E691 for assessing interlaboratory precision and sources of variability across multiple testing sites. Both cross-platform and cross-locus comparisons can be made across all common loci, allowing identification of technology- and locus-specific tendencies. RESULTS: We assess technologies including the Infinium MethylationEPIC BeadChip, whole genome bisulfite sequencing (WGBS), two different RNA-Seq protocols (PolyA+ and Ribo-Zero) and five different gene expression array platforms. Each technology thus is characterised herein, relative to the consensus. We showcase a number of applications of the row-linear model, including correlation with known interfering traits. We demonstrate a clear effect of cross-hybridisation on the sensitivity of Infinium methylation arrays. Additionally, we perform a true interlaboratory test on a set of samples interrogated on the same platform across twenty-one separate testing laboratories. AVAILABILITY AND IMPLEMENTATION: A full implementation of the row-linear model, plus extra functions for visualisation, are found in the R package consensus at https://github.com/timpeters82/consensus. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Biologia Computacional , Metilação de DNA , Genômica , Genoma Humano , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Software
6.
Genome Res ; 22(2): 307-21, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21788347

RESUMO

Histone H2A.Z (H2A.Z) is an evolutionarily conserved H2A variant implicated in the regulation of gene expression; however, its role in transcriptional deregulation in cancer remains poorly understood. Using genome-wide studies, we investigated the role of promoter-associated H2A.Z and acetylated H2A.Z (acH2A.Z) in gene deregulation and its relationship with DNA methylation and H3K27me3 in prostate cancer. Our results reconcile the conflicting reports of positive and negative roles for histone H2A.Z and gene expression states. We find that H2A.Z is enriched in a bimodal distribution at nucleosomes, surrounding the transcription start sites (TSSs) of both active and poised gene promoters. In addition, H2A.Z spreads across the entire promoter of inactive genes in a deacetylated state. In contrast, acH2A.Z is only localized at the TSSs of active genes. Gene deregulation in cancer is also associated with a reorganization of acH2A.Z and H2A.Z nucleosome occupancy across the promoter region and TSS of genes. Notably, in cancer cells we find that a gain of acH2A.Z at the TSS occurs with an overall decrease of H2A.Z levels, in concert with oncogene activation. Furthermore, deacetylation of H2A.Z at TSSs is increased with silencing of tumor suppressor genes. We also demonstrate that acH2A.Z anti-correlates with promoter H3K27me3 and DNA methylation. We show for the first time, that acetylation of H2A.Z is a key modification associated with gene activity in normal cells and epigenetic gene deregulation in tumorigenesis.


Assuntos
Epigênese Genética , Regulação Neoplásica da Expressão Gênica , Histonas/metabolismo , Neoplasias/genética , Acetilação , Linhagem Celular Tumoral , Metilação de DNA , Genes Supressores de Tumor , Humanos , Masculino , Modelos Biológicos , Neoplasias/metabolismo , Nucleossomos/metabolismo , Oncogenes , Regiões Promotoras Genéticas , Neoplasias da Próstata/genética , Neoplasias da Próstata/metabolismo , Transporte Proteico , Sítio de Iniciação de Transcrição , Ativação Transcricional
7.
BMC Genomics ; 15: 476, 2014 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-24929644

RESUMO

BACKGROUND: Free circulating DNA (fcDNA) has many potential clinical applications, due to the non-invasive way in which it is collected. However, because of the low concentration of fcDNA in blood, genome-wide analysis carries many technical challenges that must be overcome before fcDNA studies can reach their full potential. There are currently no definitive standards for fcDNA collection, processing and whole-genome sequencing. We report novel detailed methodology for the capture of high-quality methylated fcDNA, library preparation and downstream genome-wide Next-Generation Sequencing. We also describe the effects of sample storage, processing and scaling on fcDNA recovery and quality. RESULTS: Use of serum versus plasma, and storage of blood prior to separation resulted in genomic DNA contamination, likely due to leukocyte lysis. Methylated fcDNA fragments were isolated from 5 donors using a methyl-binding protein-based protocol and appear as a discrete band of ~180 bases. This discrete band allows minimal sample loss at the size restriction step in library preparation for Next-Generation Sequencing, allowing for high-quality sequencing from minimal amounts of fcDNA. Following sequencing, we obtained 37 × 10(6)-86 × 10(6) unique mappable reads, representing more than 50% of total mappable reads. The methylation status of 9 genomic regions as determined by DNA capture and sequencing was independently validated by clonal bisulphite sequencing. CONCLUSIONS: Our optimized methods provide high-quality methylated fcDNA suitable for whole-genome sequencing, and allow good library complexity and accurate sequencing, despite using less than half of the recommended minimum input DNA.


Assuntos
Metilação de DNA , DNA/sangue , DNA/genética , Sequenciamento de Nucleotídeos em Larga Escala , Idoso , Composição de Bases , DNA/química , DNA/isolamento & purificação , Contaminação por DNA , Feminino , Biblioteca Gênica , Voluntários Saudáveis , Humanos , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Fatores de Risco , Análise de Sequência de DNA
8.
Nat Struct Mol Biol ; 31(3): 498-512, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38182927

RESUMO

Three-dimensional (3D) epigenome remodeling is an important mechanism of gene deregulation in cancer. However, its potential as a target to counteract therapy resistance remains largely unaddressed. Here, we show that epigenetic therapy with decitabine (5-Aza-mC) suppresses tumor growth in xenograft models of pre-clinical metastatic estrogen receptor positive (ER+) breast tumor. Decitabine-induced genome-wide DNA hypomethylation results in large-scale 3D epigenome deregulation, including de-compaction of higher-order chromatin structure and loss of boundary insulation of topologically associated domains. Significant DNA hypomethylation associates with ectopic activation of ER-enhancers, gain in ER binding, creation of new 3D enhancer-promoter interactions and concordant up-regulation of ER-mediated transcription pathways. Importantly, long-term withdrawal of epigenetic therapy partially restores methylation at ER-enhancer elements, resulting in a loss of ectopic 3D enhancer-promoter interactions and associated gene repression. Our study illustrates the potential of epigenetic therapy to target ER+ endocrine-resistant breast cancer by DNA methylation-dependent rewiring of 3D chromatin interactions, which are associated with the suppression of tumor growth.


Assuntos
Neoplasias da Mama , Humanos , Feminino , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Decitabina/farmacologia , Decitabina/uso terapêutico , Decitabina/metabolismo , Epigenoma , Metilação de DNA/genética , Cromatina , Epigênese Genética , DNA/metabolismo , Regulação Neoplásica da Expressão Gênica
9.
Genome Res ; 20(12): 1719-29, 2010 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-21045081

RESUMO

DNA methylation is an essential epigenetic modification that plays a key role associated with the regulation of gene expression during differentiation, but in disease states such as cancer, the DNA methylation landscape is often deregulated. There are now numerous technologies available to interrogate the DNA methylation status of CpG sites in a targeted or genome-wide fashion, but each method, due to intrinsic biases, potentially interrogates different fractions of the genome. In this study, we compare the affinity-purification of methylated DNA between two popular genome-wide techniques, methylated DNA immunoprecipitation (MeDIP) and methyl-CpG binding domain-based capture (MBDCap), and show that each technique operates in a different domain of the CpG density landscape. We explored the effect of whole-genome amplification and illustrate that it can reduce sensitivity for detecting DNA methylation in GC-rich regions of the genome. By using MBDCap, we compare and contrast microarray- and sequencing-based readouts and highlight the impact that copy number variation (CNV) can make in differential comparisons of methylomes. These studies reveal that the analysis of DNA methylation data and genome coverage is highly dependent on the method employed, and consideration must be made in light of the GC content, the extent of DNA amplification, and the copy number.


Assuntos
Ilhas de CpG/genética , Variações do Número de Cópias de DNA/genética , Metilação de DNA , Genoma Humano/genética , Imunoprecipitação/métodos , Técnicas de Amplificação de Ácido Nucleico/métodos , Linhagem Celular Tumoral , Mapeamento Cromossômico , Humanos , Análise em Microsséries/métodos , Análise de Sequência de DNA/métodos
10.
BMC Cancer ; 12: 132, 2012 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-22471922

RESUMO

BACKGROUND: Breast cancer outcome, including response to therapy, risk of metastasis and survival, is difficult to predict using currently available methods, highlighting the urgent need for more informative biomarkers. Androgen receptor (AR) has been implicated in breast carcinogenesis however its potential to be an informative biomarker has yet to be fully explored. In this study, AR protein levels were determined in a cohort of 73 Grade III invasive breast ductal adenocarcinomas. METHODS: The levels of Androgen receptor protein in a cohort of breast tumour samples was determined by immunohistochemistry and the results were compared with clinical characteristics, including survival. The role of defects in the regulation of Androgen receptor gene expression were examined by mutation and methylation screening of the 5' end of the gene, reporter assays of the 5' and 3' end of the AR gene, and searching for miRNAs that may regulate AR gene expression. RESULTS: AR was expressed in 56% of tumours and expression was significantly inversely associated with 10-year survival (P = 0.004). An investigation into the mechanisms responsible for the loss of AR expression revealed that hypermethylation of the AR promoter is associated with loss of AR expression in breast cancer cells but not in primary breast tumours. In AR negative breast tumours, mutation screening identified the same mutation (T105A) in the 5'UTR of two AR negative breast cancer patients but not reported in the normal human population. Reporter assay analysis of this mutation however found no evidence for a negative impact on AR 5'UTR activity. The role of miR-124 in regulating AR expression was also investigated, however no evidence for this was found. CONCLUSION: This study highlights the potential for AR expression to be an informative biomarker for breast cancer survival and sets the scene for a more comprehensive investigation of the molecular basis of this phenomenon.


Assuntos
Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Proteínas de Neoplasias/metabolismo , Receptores Androgênicos/metabolismo , Adulto , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Estudos de Coortes , Metilação de DNA/fisiologia , Epigênese Genética , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Imuno-Histoquímica , Pessoa de Meia-Idade , Proteínas de Neoplasias/genética , RNA Mensageiro/metabolismo , Receptores Androgênicos/genética , Análise de Sobrevida
11.
Cell Rep ; 36(12): 109722, 2021 09 21.
Artigo em Inglês | MEDLINE | ID: mdl-34551299

RESUMO

DNA replication timing and three-dimensional (3D) genome organization are associated with distinct epigenome patterns across large domains. However, whether alterations in the epigenome, in particular cancer-related DNA hypomethylation, affects higher-order levels of genome architecture is still unclear. Here, using Repli-Seq, single-cell Repli-Seq, and Hi-C, we show that genome-wide methylation loss is associated with both concordant loss of replication timing precision and deregulation of 3D genome organization. Notably, we find distinct disruption in 3D genome compartmentalization, striking gains in cell-to-cell replication timing heterogeneity and loss of allelic replication timing in cancer hypomethylation models, potentially through the gene deregulation of DNA replication and genome organization pathways. Finally, we identify ectopic H3K4me3-H3K9me3 domains from across large hypomethylated domains, where late replication is maintained, which we purport serves to protect against catastrophic genome reorganization and aberrant gene transcription. Our results highlight a potential role for the methylome in the maintenance of 3D genome regulation.


Assuntos
Metilação de DNA , Período de Replicação do DNA/fisiologia , Genoma Humano , Linhagem Celular Tumoral , Cromatina/metabolismo , DNA (Citosina-5-)-Metiltransferase 1/genética , DNA (Citosina-5-)-Metiltransferase 1/metabolismo , Bases de Dados Genéticas , Expressão Gênica , Histonas/metabolismo , Humanos , Análise de Sequência de DNA/métodos
12.
Cancers (Basel) ; 12(12)2020 Dec 11.
Artigo em Inglês | MEDLINE | ID: mdl-33322625

RESUMO

Vast transcriptomics and epigenomics changes are characteristic of human cancers, including leukaemia. At remission, we assume that these changes normalise so that omics-profiles resemble those of healthy individuals. However, an in-depth transcriptomic and epigenomic analysis of cancer remission has not been undertaken. A striking exemplar of targeted remission induction occurs in chronic myeloid leukaemia (CML) following tyrosine kinase inhibitor (TKI) therapy. Using RNA sequencing and whole-genome bisulfite sequencing, we profiled samples from chronic-phase CML patients at diagnosis and remission and compared these to healthy donors. Remarkably, our analyses revealed that abnormal splicing distinguishes remission samples from normal controls. This phenomenon is independent of the TKI drug used and in striking contrast to the normalisation of gene expression and DNA methylation patterns. Most remarkable are the high intron retention (IR) levels that even exceed those observed in the diagnosis samples. Increased IR affects cell cycle regulators at diagnosis and splicing regulators at remission. We show that aberrant splicing in CML is associated with reduced expression of specific splicing factors, histone modifications and reduced DNA methylation. Our results provide novel insights into the changing transcriptomic and epigenomic landscapes of CML patients during remission. The conceptually unanticipated observation of widespread aberrant alternative splicing after remission induction warrants further exploration. These results have broad implications for studying CML relapse and treating minimal residual disease.

13.
Nat Commun ; 11(1): 320, 2020 01 16.
Artigo em Inglês | MEDLINE | ID: mdl-31949157

RESUMO

Endocrine therapy resistance frequently develops in estrogen receptor positive (ER+) breast cancer, but the underlying molecular mechanisms are largely unknown. Here, we show that 3-dimensional (3D) chromatin interactions both within and between topologically associating domains (TADs) frequently change in ER+ endocrine-resistant breast cancer cells and that the differential interactions are enriched for resistance-associated genetic variants at CTCF-bound anchors. Ectopic chromatin interactions are preferentially enriched at active enhancers and promoters and ER binding sites, and are associated with altered expression of ER-regulated genes, consistent with dynamic remodelling of ER pathways accompanying the development of endocrine resistance. We observe that loss of 3D chromatin interactions often occurs coincidently with hypermethylation and loss of ER binding. Alterations in active A and inactive B chromosomal compartments are also associated with decreased ER binding and atypical interactions and gene expression. Together, our results suggest that 3D epigenome remodelling is a key mechanism underlying endocrine resistance in ER+ breast cancer.


Assuntos
Sítios de Ligação , Neoplasias da Mama/genética , Cromatina/metabolismo , Epigênese Genética , Receptores de Estrogênio/química , Receptores de Estrogênio/metabolismo , Antineoplásicos Hormonais/farmacologia , Neoplasias da Mama/metabolismo , Fator de Ligação a CCCTC/química , Fator de Ligação a CCCTC/metabolismo , Cromatina/química , Cromatina/genética , Metilação de DNA , Epigênese Genética/efeitos dos fármacos , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Células MCF-7 , Proteínas de Neoplasias/genética , Regiões Promotoras Genéticas/efeitos dos fármacos , Domínios e Motivos de Interação entre Proteínas , Sequenciamento Completo do Genoma
14.
Nat Commun ; 10(1): 416, 2019 01 24.
Artigo em Inglês | MEDLINE | ID: mdl-30679435

RESUMO

DNA replication timing is known to facilitate the establishment of the epigenome, however, the intimate connection between replication timing and changes to the genome and epigenome in cancer remain largely uncharacterised. Here, we perform Repli-Seq and integrated epigenome analyses and demonstrate that genomic regions that undergo long-range epigenetic deregulation in prostate cancer also show concordant differences in replication timing. A subset of altered replication timing domains are conserved across cancers from different tissue origins. Notably, late-replicating regions in cancer cells display a loss of DNA methylation, and a switch in heterochromatin features from H3K9me3-marked constitutive to H3K27me3-marked facultative heterochromatin. Finally, analysis of 214 prostate and 35 breast cancer genomes reveal that late-replicating regions are prone to cis and early-replication to trans chromosomal rearrangements. Together, our data suggests that the nature of chromosomal rearrangement in cancer is related to the spatial and temporal positioning and altered epigenetic states of early-replicating compared to late-replicating loci.


Assuntos
Aberrações Cromossômicas , Período de Replicação do DNA/fisiologia , Epigênese Genética/fisiologia , Neoplasias/genética , Neoplasias da Mama , Linhagem Celular Tumoral , Metilação de DNA , Replicação do DNA , Desoxirribonuclease I/análise , Epigenômica , Feminino , Regulação Neoplásica da Expressão Gênica , Genoma , Genômica , Heterocromatina , Humanos , Masculino , Neoplasias da Próstata , Sequenciamento Completo do Genoma
15.
Cancer Cell ; 35(2): 297-314.e8, 2019 02 11.
Artigo em Inglês | MEDLINE | ID: mdl-30753827

RESUMO

Promoter CpG islands are typically unmethylated in normal cells, but in cancer a proportion are subject to hypermethylation. Using methylome sequencing we identified CpG islands that display partial methylation encroachment across the 5' or 3' CpG island borders. CpG island methylation encroachment is widespread in prostate and breast cancer and commonly associates with gene suppression. We show that the pattern of H3K4me1 at CpG island borders in normal cells predicts the different modes of cancer CpG island hypermethylation. Notably, genetic manipulation of Kmt2d results in concordant alterations in H3K4me1 levels and CpG island border DNA methylation encroachment. Our findings suggest a role for H3K4me1 in the demarcation of CpG island methylation borders in normal cells, which become eroded in cancer.


Assuntos
Ilhas de CpG , Metilação de DNA , DNA de Neoplasias/metabolismo , Histonas/metabolismo , Neoplasias/metabolismo , 5-Metilcitosina/análogos & derivados , 5-Metilcitosina/metabolismo , Animais , Linhagem Celular Tumoral , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Feminino , Regulação Neoplásica da Expressão Gênica , Histona-Lisina N-Metiltransferase/genética , Histona-Lisina N-Metiltransferase/metabolismo , Histonas/genética , Humanos , Masculino , Metilação , Camundongos Endogâmicos C57BL , Camundongos Knockout , Proteína de Leucina Linfoide-Mieloide/genética , Proteína de Leucina Linfoide-Mieloide/metabolismo , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/metabolismo , Neoplasias/genética , Regiões Promotoras Genéticas
16.
Sci Rep ; 9(1): 9511, 2019 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-31266983

RESUMO

Adipocytes support key metabolic and endocrine functions of adipose tissue. Lipid is stored in two major classes of depots, namely visceral adipose (VA) and subcutaneous adipose (SA) depots. Increased visceral adiposity is associated with adverse health outcomes, whereas the impact of SA tissue is relatively metabolically benign. The precise molecular features associated with the functional differences between the adipose depots are still not well understood. Here, we characterised transcriptomes and methylomes of isolated adipocytes from matched SA and VA tissues of individuals with normal BMI to identify epigenetic differences and their contribution to cell type and depot-specific function. We found that DNA methylomes were notably distinct between different adipocyte depots and were associated with differential gene expression within pathways fundamental to adipocyte function. Most striking differential methylation was found at transcription factor and developmental genes. Our findings highlight the importance of developmental origins in the function of different fat depots.


Assuntos
Metilação de DNA , Epigênese Genética , Gordura Intra-Abdominal/metabolismo , Gordura Subcutânea/metabolismo , Transcriptoma , Adipócitos/citologia , Adipócitos/metabolismo , Adulto , Sítios de Ligação , Índice de Massa Corporal , Regulação para Baixo , Feminino , Regulação da Expressão Gênica no Desenvolvimento , Humanos , Gordura Intra-Abdominal/citologia , Pessoa de Meia-Idade , Elementos Reguladores de Transcrição , Gordura Subcutânea/citologia , Fatores de Transcrição/metabolismo , Regulação para Cima
17.
Epigenetics Chromatin ; 11(1): 24, 2018 05 28.
Artigo em Inglês | MEDLINE | ID: mdl-29807544

RESUMO

BACKGROUND: Comprehensive genome-wide DNA methylation profiling is critical to gain insights into epigenetic reprogramming during development and disease processes. Among the different genome-wide DNA methylation technologies, whole genome bisulphite sequencing (WGBS) is considered the gold standard for assaying genome-wide DNA methylation at single base resolution. However, the high sequencing cost to achieve the optimal depth of coverage limits its application in both basic and clinical research. To achieve 15× coverage of the human methylome, using WGBS, requires approximately three lanes of 100-bp-paired-end Illumina HiSeq 2500 sequencing. It is important, therefore, for advances in sequencing technologies to be developed to enable cost-effective high-coverage sequencing. RESULTS: In this study, we provide an optimised WGBS methodology, from library preparation to sequencing and data processing, to enable 16-20× genome-wide coverage per single lane of HiSeq X Ten, HCS 3.3.76. To process and analyse the data, we developed a WGBS pipeline (METH10X) that is fast and can call SNPs. We performed WGBS on both high-quality intact DNA and degraded DNA from formalin-fixed paraffin-embedded tissue. First, we compared different library preparation methods on the HiSeq 2500 platform to identify the best method for sequencing on the HiSeq X Ten. Second, we optimised the PhiX and genome spike-ins to achieve higher quality and coverage of WGBS data on the HiSeq X Ten. Third, we performed integrated whole genome sequencing (WGS) and WGBS of the same DNA sample in a single lane of HiSeq X Ten to improve data output. Finally, we compared methylation data from the HiSeq 2500 and HiSeq X Ten and found high concordance (Pearson r > 0.9×). CONCLUSIONS: Together we provide a systematic, efficient and complete approach to perform and analyse WGBS on the HiSeq X Ten. Our protocol allows for large-scale WGBS studies at reasonable processing time and cost on the HiSeq X Ten platform.


Assuntos
Metilação de DNA , DNA/análise , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Sulfitos/química , Sequenciamento Completo do Genoma/métodos , Ilhas de CpG , DNA/química , Epigenômica , Biblioteca Gênica , Genoma Humano , Guias como Assunto , Humanos , Masculino , Software
18.
Invert Neurosci ; 7(3): 137-47, 2007 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-17492321

RESUMO

Mutants in the Drosophila InsP3R gene (itpr) are flight defective. Expression of the wild-type InsP3R in aminergic interneurons rescues flight. However, molecular and cellular changes in the central nervous system of InsP3R mutants that lead to flightless behavior remain unknown. To understand the molecular basis of flight phenotypes in Drosophila InsP3R mutants a microarray screen was done with RNA isolated from adult heads and thoraces. We found down-regulation of several genes that affect the excitability of neurons and muscles. Among these the role of glutamine synthetase 2 was investigated further. This enzyme reduces glutamate levels at the synapse. Our results show that Gs2 (glutamine synthetase 2) transcripts and glutamate levels correspond precisely but inversely, with InsP3R phenotypes, which can be rescued by a mutant allele for Gs2, namely, Gs2(m13). From measuring axonal branches and synapse number at a glutamatergic synapse--the adult flight neuromuscular junction--of InsP3R mutants, we conclude that glutamate homeostasis is altered through a cell non-autonomous mechanism, and is likely to be an important basis for the observed flight defects.


Assuntos
Proteínas de Drosophila/genética , Drosophila/fisiologia , Glutamato-Amônia Ligase/metabolismo , Ácido Glutâmico/metabolismo , Homeostase/fisiologia , Receptores de Inositol 1,4,5-Trifosfato/genética , Animais , Proteínas de Drosophila/metabolismo , Eletrofisiologia , Expressão Gênica , Imuno-Histoquímica , Receptores de Inositol 1,4,5-Trifosfato/metabolismo , Microscopia Confocal , Músculo Esquelético/inervação , Mutação , Junção Neuromuscular/fisiologia , Análise de Sequência com Séries de Oligonucleotídeos , Reação em Cadeia da Polimerase Via Transcriptase Reversa
19.
Epigenetics Chromatin ; 10: 16, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28428825

RESUMO

BACKGROUND: The discovery that 5-methylcytosine (5mC) can be oxidized to 5-hydroxymethylcytosine (5hmC) by the ten-eleven translocation (TET) proteins has prompted wide interest in the potential role of 5hmC in reshaping the mammalian DNA methylation landscape. The gold-standard bisulphite conversion technologies to study DNA methylation do not distinguish between 5mC and 5hmC. However, new approaches to mapping 5hmC genome-wide have advanced rapidly, although it is unclear how the different methods compare in accurately calling 5hmC. In this study, we provide a comparative analysis on brain DNA using three 5hmC genome-wide approaches, namely whole-genome bisulphite/oxidative bisulphite sequencing (WG Bis/OxBis-seq), Infinium HumanMethylation450 BeadChip arrays coupled with oxidative bisulphite (HM450K Bis/OxBis) and antibody-based immunoprecipitation and sequencing of hydroxymethylated DNA (hMeDIP-seq). We also perform loci-specific TET-assisted bisulphite sequencing (TAB-seq) for validation of candidate regions. RESULTS: We show that whole-genome single-base resolution approaches are advantaged in providing precise 5hmC values but require high sequencing depth to accurately measure 5hmC, as this modification is commonly in low abundance in mammalian cells. HM450K arrays coupled with oxidative bisulphite provide a cost-effective representation of 5hmC distribution, at CpG sites with 5hmC levels >~10%. However, 5hmC analysis is restricted to the genomic location of the probes, which is an important consideration as 5hmC modification is commonly enriched at enhancer elements. Finally, we show that the widely used hMeDIP-seq method provides an efficient genome-wide profile of 5hmC and shows high correlation with WG Bis/OxBis-seq 5hmC distribution in brain DNA. However, in cell line DNA with low levels of 5hmC, hMeDIP-seq-enriched regions are not detected by WG Bis/OxBis or HM450K, either suggesting misinterpretation of 5hmC calls by hMeDIP or lack of sensitivity of the latter methods. CONCLUSIONS: We highlight both the advantages and caveats of three commonly used genome-wide 5hmC profiling technologies and show that interpretation of 5hmC data can be significantly influenced by the sensitivity of methods used, especially as the levels of 5hmC are low and vary in different cell types and different genomic locations.


Assuntos
5-Metilcitosina/análogos & derivados , DNA/análise , Perfilação da Expressão Gênica/métodos , Genoma Humano , 5-Metilcitosina/metabolismo , Encéfalo/metabolismo , Linhagem Celular Tumoral , Ilhas de CpG , DNA/metabolismo , Metilação de DNA , Humanos , Imunoprecipitação , Oxigenases de Função Mista/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , Oxirredução , Proteínas Proto-Oncogênicas/metabolismo , Análise de Sequência de DNA , Sulfitos/química , Sequenciamento Completo do Genoma
20.
Cell Stem Cell ; 21(6): 834-845.e6, 2017 Dec 07.
Artigo em Inglês | MEDLINE | ID: mdl-29220667

RESUMO

Somatic cell reprogramming into induced pluripotent stem cells (iPSCs) induces changes in genome architecture reflective of the embryonic stem cell (ESC) state. However, only a small minority of cells typically transition to pluripotency, which has limited our understanding of the process. Here, we characterize the DNA regulatory landscape during reprogramming by time-course profiling of isolated sub-populations of intermediates poised to become iPSCs. Widespread reconfiguration of chromatin states and transcription factor (TF) occupancy occurs early during reprogramming, and cells that fail to reprogram partially retain their original chromatin states. A second wave of reconfiguration occurs just prior to pluripotency acquisition, where a majority of early changes revert to the somatic cell state and many of the changes that define the pluripotent state become established. Our comprehensive characterization of reprogramming-associated molecular changes broadens our understanding of this process and sheds light on how TFs access and change the chromatin during cell-fate transitions.


Assuntos
Reprogramação Celular , Cromatina/metabolismo , Células-Tronco Pluripotentes Induzidas/metabolismo , Fatores de Transcrição/metabolismo , Animais , Reprogramação Celular/genética , Cromatina/genética , Feminino , Células-Tronco Pluripotentes Induzidas/citologia , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Fatores de Transcrição/genética
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