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1.
Cell ; 179(2): 527-542.e19, 2019 10 03.
Artigo em Inglês | MEDLINE | ID: mdl-31585086

RESUMO

Much of current molecular and cell biology research relies on the ability to purify cell types by fluorescence-activated cell sorting (FACS). FACS typically relies on the ability to label cell types of interest with antibodies or fluorescent transgenic constructs. However, antibody availability is often limited, and genetic manipulation is labor intensive or impossible in the case of primary human tissue. To date, no systematic method exists to enrich for cell types without a priori knowledge of cell-type markers. Here, we propose GateID, a computational method that combines single-cell transcriptomics with FACS index sorting to purify cell types of choice using only native cellular properties such as cell size, granularity, and mitochondrial content. We validate GateID by purifying various cell types from zebrafish kidney marrow and the human pancreas to high purity without resorting to specific antibodies or transgenes.


Assuntos
Separação Celular/métodos , Citometria de Fluxo/métodos , Software , Transcriptoma , Animais , Humanos , Rim/citologia , Pâncreas/citologia , Análise de Célula Única , Peixe-Zebra/anatomia & histologia
2.
Brain ; 146(4): 1388-1402, 2023 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-36100962

RESUMO

Genetic diagnosis of facioscapulohumeral muscular dystrophy (FSHD) remains a challenge in clinical practice as it cannot be detected by standard sequencing methods despite being the third most common muscular dystrophy. The conventional diagnostic strategy addresses the known genetic parameters of FSHD: the required presence of a permissive haplotype, a size reduction of the D4Z4 repeat of chromosome 4q35 (defining FSHD1) or a pathogenic variant in an epigenetic suppressor gene (consistent with FSHD2). Incomplete penetrance and epistatic effects of the underlying genetic parameters as well as epigenetic parameters (D4Z4 methylation) pose challenges to diagnostic accuracy and hinder prediction of clinical severity. In order to circumvent the known limitations of conventional diagnostics and to complement genetic parameters with epigenetic ones, we developed and validated a multistage diagnostic workflow that consists of a haplotype analysis and a high-throughput methylation profile analysis (FSHD-MPA). FSHD-MPA determines the average global methylation level of the D4Z4 repeat array as well as the regional methylation of the most distal repeat unit by combining bisulphite conversion with next-generation sequencing and a bioinformatics pipeline and uses these as diagnostic parameters. We applied the diagnostic workflow to a cohort of 148 patients and compared the epigenetic parameters based on FSHD-MPA to genetic parameters of conventional genetic testing. In addition, we studied the correlation of repeat length and methylation level within the most distal repeat unit with age-corrected clinical severity and age at disease onset in FSHD patients. The results of our study show that FSHD-MPA is a powerful tool to accurately determine the epigenetic parameters of FSHD, allowing discrimination between FSHD patients and healthy individuals, while simultaneously distinguishing FSHD1 and FSHD2. The strong correlation between methylation level and clinical severity indicates that the methylation level determined by FSHD-MPA accounts for differences in disease severity among individuals with similar genetic parameters. Thus, our findings further confirm that epigenetic parameters rather than genetic parameters represent FSHD disease status and may serve as a valuable biomarker for disease status.


Assuntos
Distrofia Muscular Facioescapuloumeral , Humanos , Distrofia Muscular Facioescapuloumeral/diagnóstico , Distrofia Muscular Facioescapuloumeral/genética , Distrofia Muscular Facioescapuloumeral/patologia , Metilação de DNA/genética , Haplótipos , Cromossomos Humanos Par 4/genética
3.
Mol Ecol ; 32(6): 1236-1247, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36052951

RESUMO

RNA and DNA modifications occur in eukaryotes and prokaryotes, as well as in their viruses, and serve a wide range of functions, from gene regulation to nucleic acid protection. Although the first nucleotide modification was discovered almost 100 years ago, new and unusual modifications are still being described. Nucleotide modifications have also received more attention lately because of their increased significance, but also because new sequencing approaches have eased their detection. Chiefly, third generation sequencing platforms PacBio and Nanopore offer direct detection of modified bases by measuring deviations of the signals. These unusual modifications are especially prevalent in bacteriophage genomes, the viruses of bacteria, where they mostly appear to protect DNA against degradation from host nucleases. In this Opinion article, we highlight and discuss current approaches to detect nucleotide modifications, including hardwares and softwares, and look onward to future applications, especially for studying unusual, rare, or complex genome modifications in bacteriophages. The ability to distinguish between several types of nucleotide modifications may even shed new light on metagenomic studies.


Assuntos
Bacteriófagos , Nucleotídeos , Nucleotídeos/metabolismo , Bacteriófagos/genética , Software , Metagenoma , Bactérias/genética , Bactérias/metabolismo , DNA/genética
4.
Int J Mol Sci ; 24(3)2023 Jan 18.
Artigo em Inglês | MEDLINE | ID: mdl-36768187

RESUMO

DNA methylation is one of the epigenetic mechanisms that govern gene regulation in response to abiotic stress in plants. Here, we analyzed the role of epigenetic variations by exploring global DNA methylation and integrating it with differential gene expression in response to salinity stress in tolerant and sensitive chickpea genotypes. Genome-wide DNA methylation profiles showed higher CG methylation in the gene body regions and higher CHH methylation in the TE body regions. The analysis of differentially methylated regions (DMRs) suggested more hyper-methylation in response to stress in the tolerant genotype compared to the sensitive genotype. We observed higher enrichment of CG DMRs in genes and CHH DMRs in transposable elements (TEs). A positive correlation of gene expression with CG gene body methylation was observed. The enrichment analysis of DMR-associated differentially expressed genes revealed they are involved in biological processes, such as lateral root development, transmembrane transporter activity, GTPase activity, and regulation of gene expression. Further, a high correlation of CG methylation with CHG and CHH methylation under salinity stress was revealed, suggesting crosstalk among the methylation contexts. Further, we observed small RNA-mediated CHH hypermethylation in TEs. Overall, the interplay between DNA methylation, small RNAs, and gene expression provides new insights into the regulatory mechanism underlying salinity stress response in chickpeas.


Assuntos
Fenômenos Biológicos , Cicer , Metilação de DNA , Cicer/genética , Estresse Salino/genética , Genótipo , Regulação da Expressão Gênica de Plantas
5.
Diabetologia ; 65(9): 1534-1540, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35716175

RESUMO

AIMS/HYPOTHESIS: Distinct DNA methylation patterns have recently been observed to precede type 1 diabetes in whole blood collected from young children. Our aim was to determine whether perinatal DNA methylation is associated with later progression to type 1 diabetes. METHODS: Reduced representation bisulphite sequencing (RRBS) analysis was performed on umbilical cord blood samples collected within the Finnish Type 1 Diabetes Prediction and Prevention (DIPP) Study. Children later diagnosed with type 1 diabetes and/or who tested positive for multiple islet autoantibodies (n = 43) were compared with control individuals (n = 79) who remained autoantibody-negative throughout the DIPP follow-up until 15 years of age. Potential confounding factors related to the pregnancy and the mother were included in the analysis. RESULTS: No differences in the umbilical cord blood methylation patterns were observed between the cases and controls at a false discovery rate <0.05. CONCLUSIONS/INTERPRETATION: Based on our results, differences between children who progress to type 1 diabetes and those who remain healthy throughout childhood are not yet present in the perinatal DNA methylome. However, we cannot exclude the possibility that such differences would be found in a larger dataset.


Assuntos
Diabetes Mellitus Tipo 1 , Autoanticorpos , Criança , Pré-Escolar , Metilação de DNA/genética , Feminino , Sangue Fetal/metabolismo , Glutamato Descarboxilase , Humanos , Gravidez
6.
J Cell Mol Med ; 26(3): 776-788, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34953021

RESUMO

Sperm DNA injury is one of the common causes of male infertility. Folic acid deficiency would increase the methylation level of the important genes, including those involved in DNA double-strand break (DSB) repair pathway. In the early stages, we analysed the correlation between seminal plasma folic acid concentration and semen parameters in 157 infertility patients and 91 sperm donor volunteers, and found that there was a significant negative correlation between seminal folic acid concentration and sperm DNA Fragmentation Index (DFI; r = -0.495, p < 0.01). Then through reduced representation bisulphite sequencing, global DNA methylation of sperm of patients in the low folic acid group and the high folic acid group was analysed, it was found that the methylation level in Rad54 promoter region increased in the folic acid deficiency group compared with the normal folic acid group. Meanwhile, the results of animal model and spermatocyte line (GC-2) also found that folic acid deficiency can increase the methylation level in Rad54 promoter region, increased sperm DFI in mice, increased the expression of γ-H2AX, that is, DNA injury marker protein, and increased sensitivity of GC-2 to external damage and stimulation. The study indicates that the expression of Rad54 is downregulated by folic acid deficiency via DNA methylation. This may be one of the mechanisms of sperm DNA damage caused by folate deficiency.


Assuntos
Deficiência de Ácido Fólico , Infertilidade Masculina , Animais , Dano ao DNA , Fragmentação do DNA , Ácido Fólico/metabolismo , Deficiência de Ácido Fólico/complicações , Deficiência de Ácido Fólico/genética , Deficiência de Ácido Fólico/metabolismo , Humanos , Infertilidade Masculina/genética , Infertilidade Masculina/metabolismo , Masculino , Camundongos , Sêmen/química , Sêmen/metabolismo , Contagem de Espermatozoides , Espermatozoides/metabolismo
7.
Mol Ecol ; 31(18): 4672-4687, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35593517

RESUMO

Phenotypic plasticity, the ability of a given genotype to produce alternative phenotypes in response to its environment of development, is an important mechanism for coping with variable environments. While the mechanisms underlying phenotypic plasticity are diverse, their relative contributions need to be investigated quantitatively to better understand the evolvability of plasticity across biological levels. This requires relating plastic responses of the epigenome, transcriptome, and organismal phenotype, and investigating how they vary with the genotype. Here we carried out this approach for responses to osmotic stress in Dunaliella salina, a green microalga that is a model organism for salinity tolerance. We compared two strains that show markedly different demographic responses to osmotic stress, and showed that these phenotypic responses involve strain- and environment-specific variation in gene expression levels, but a relative low-albeit significant-effect of strain × environment interaction. We also found an important genotype effect on the genome-wide methylation pattern, but little contribution from environmental conditions to the latter. However, we did detect a significant marginal effect of epigenetic variation on gene expression, beyond the influence of genetic differences on epigenetic state, and we showed that hypomethylated regions are correlated with higher gene expression. Our results indicate that epigenetic mechanisms are either not involved in the rapid plastic response to environmental change in this species, or involve only few changes in trans that are sufficient to trigger concerted changes in the expression of many genes, and phenotypic responses by multiple traits.


Assuntos
Microalgas , Transcriptoma , Epigenômica , Microalgas/genética , Pressão Osmótica , Fenótipo , Transcriptoma/genética
8.
Eur J Clin Invest ; 52(5): e13715, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-34783021

RESUMO

BACKGROUND: Genetic and epigenetic factors are strongly associated with the autoimmune disease rheumatoid arthritis (RA). Cyclic AMP response element modulator (CREM), a gene related to immune system regulation, has been implicated in various immune-mediated inflammatory processes, although it remains unknown whether CREM is involved in RA. METHODS: This study enrolled 278 RA patients and 262 controls. Three variants [rs12765063, rs17499247, rs1213386] were identified through linkage disequilibrium and expression quantitative trait locus analysis, and CREM transcript abundance was determined by quantitative real-time polymerase chain reaction. The identified variants were genotyped using the TaqMan Allelic Discrimination assay, and CREM promoter methylation was assessed by bisulphite sequencing. Differences between groups and correlations between variables were assessed with Student's t-tests and Pearson's correlation coefficients. Associations between phenotypes and genotypes were evaluated with logistic regression. RESULTS: Rheumatoid arthritis patients exhibited increased CREM expression (p < .0001), which was decreased by methotrexate (p = .0223) and biologics (p = .0001), but could not be attributed to CREM variants. Interestingly, rs17499247 displayed a significant association with serositis (p = .0377), and rs1213386 increased the risk of lymphadenopathy (p = .0398). Furthermore, seven CpG sites showed decreased methylation in RA (p = .0477~ p < .0001). CONCLUSIONS: Collectively, our results indicate that CREM hypomethylation and CREM upregulation occur in RA and that CREM variants are involved in the development of serositis and lymphadenopathy in RA. This study highlights the novel roles of CREM in RA pathophysiology.


Assuntos
Artrite Reumatoide , Linfadenopatia , Serosite , Artrite Reumatoide/genética , Modulador de Elemento de Resposta do AMP Cíclico/genética , Modulador de Elemento de Resposta do AMP Cíclico/metabolismo , Epigênese Genética , Humanos , Serosite/genética
9.
Plant Cell Rep ; 41(10): 1931-1944, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35833989

RESUMO

DNA methylation is a dynamic epigenetic mechanism that plays a significant role in gene expression and also maintains chromatin stability. The process is conserved in both plants and animals, and crucial for development and stress responses. Differential DNA methylation during adverse environmental conditions or pathogen attack facilitates the selective expression of defense-related genes. Both stress-induced DNA hypomethylation and hypermethylation play beneficial roles in activating the defense response. These DNA marks may be carried to the next generation making the progenies 'primed' for abiotic and biotic stress responses. Over the recent years, rapid advancements in the area of high throughput sequencing have enabled the detection of methylation status at genome levels in several plant species. Epigenotyping offers an alternative tool to plant breeders in addition to conventional markers for the selection of the desired offspring. In this review, we briefly discuss the mechanism of DNA methylation, recent understanding of DNA methylation-mediated gene regulation during abiotic and biotic stress responses, and stress memory in plants.


Assuntos
Metilação de DNA , Regulação da Expressão Gênica de Plantas , Animais , Cromatina , Metilação de DNA/genética , Epigênese Genética , Regulação da Expressão Gênica de Plantas/genética , Plantas/genética , Estresse Fisiológico/genética
10.
Mol Ecol ; 30(19): 4804-4818, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34322926

RESUMO

The presence of DNA methylation marks within genic intervals, also called gene body methylation, is an evolutionarily-conserved epigenetic hallmark of animal and plant methylomes. In social insects, gene body methylation is thought to contribute to behavioural plasticity, for example between foragers and nurse workers, by modulating gene expression. However, recent studies have suggested that the majority of DNA methylation is sequence-specific, and therefore cannot act as a flexible mediator between environmental cues and gene expression. To address this paradox, we examined whole-genome methylation patterns in the brains and ovaries of young honey bee workers that had been subjected to divergent social contexts: the presence or absence of the queen. Although these social contexts are known to bring about extreme changes in behavioral and reproductive traits through differential gene expression, we found no significant differences between the methylomes of workers from queenright and queenless colonies. In contrast, thousands of regions were differentially methylated between colonies, and these differences were not associated with differential gene expression in the subset of genes examined. Methylation patterns were highly similar between brain and ovary tissues and only differed in nine regions. These results strongly indicate that DNA methylation is not a driver of differential gene expression between tissues or behavioral morphs. Finally, despite the lack of difference in methylation patterns, queen presence affected the expression of all four DNA methyltransferase genes, suggesting that these enzymes have roles beyond DNA methylation. Therefore, the functional role of DNA methylation in social insect genomes remains an open question.


Assuntos
Metilação de DNA , Genoma de Inseto , Animais , Abelhas/genética , Encéfalo , Feminino , Expressão Gênica , Ovário
11.
RNA Biol ; 18(12): 2226-2235, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-33980133

RESUMO

In the last decade, the field of epitranscriptomics highlighted a wide array of post-transcriptional modifications in human RNAs, including microRNAs (miRNAs). Recent reports showed that human miRNAs undergo cytosine methylation. We describe the first high-throughput NGS-based method (BS-miRNA-seq) and an analysis pipeline (MAmBA) to attain high-resolution mapping of (hydroxy)-methyl-5-cytosine ((h)m5C) modifications in human miRNAs. Our method uncovers that miRNAs undergo widespread cytosine modification in various sequence contexts.Furthermore, validation of our data with specific antibodies reveals both m5C and hm5C residues in human mature miRNAs. BS-miRNA-seq and MAmBA may contribute to the precise mapping of (h)m5C on miRNAs in various cell types and tissues, a key achievement towards the understanding of the functional implications of this modification in miRNAs. MAmBA is available for download at https://github.com/flcvlr/MAmBA.


Assuntos
Leucócitos Mononucleares/citologia , MicroRNAs/química , Análise de Sequência de RNA/métodos , 5-Metilcitosina/análogos & derivados , 5-Metilcitosina/química , Ilhas de CpG , DNA Metiltransferase 3A/metabolismo , Células HEK293 , Células HeLa , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Leucócitos Mononucleares/química
12.
Genomics ; 112(5): 3537-3548, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32278023

RESUMO

DNA methylation governs gene regulation in plants in response to environmental conditions. Here, we analyzed role of DNA methylation under desiccation and salinity stresses in three (IR64, stress-sensitive; Nagina 22, drought-tolerant and Pokkali, salinity-tolerant) rice cultivars via bisulphite sequencing. Methylation in CG context within gene body and methylation in CHH context in distal promoter regions were positively correlated with gene expression. Hypomethylation in Nagina 22 and hypermethylation in Pokkali in response to desiccation and salinity stresses, respectively, were correlated with higher expression of few abiotic stress response related genes. Most of the differentially methylated and differentially expressed genes (DMR-DEGs) were cultivar-specific, suggesting an important role of DNA methylation in abiotic stress responses in rice in cultivar-specific manner. DMR-DEGs harboring differentially methylated cytosines due to DNA polymorphisms between the sensitive and tolerant cultivars in their promoter regions and/or coding regions were identified, suggesting the role of epialleles in abiotic stress responses.


Assuntos
Metilação de DNA , Oryza/genética , Estresse Salino/genética , Dessecação , Expressão Gênica , Sequências Repetitivas Dispersas , Oryza/metabolismo , Proteínas de Plantas/genética , Polimorfismo de Nucleotídeo Único , Estresse Fisiológico/genética , Sulfitos , Sequenciamento Completo do Genoma
13.
J Anim Breed Genet ; 138(5): 562-573, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-33620112

RESUMO

Epigenetic modification plays a critical role in establishing and maintaining cell differentiation, embryo development, tumorigenesis and many complex diseases. However, little is known about the epigenetic regulatory mechanisms for milk production in dairy cattle. Here, we conducted an epigenome-wide study, together with gene expression profiles to identify important epigenetic candidate genes related to the milk production traits in dairy cattle. Whole-genome bisulphite sequencing and RNA sequencing were employed to detect differentially methylated genes (DMG) and differentially expressed genes (DEG) in blood samples in dry period and lactation period between two groups of cows with extremely high and low milk production performance. A total of 10,877 and 6,617 differentially methylated regions were identified between the two groups in the two periods, which corresponded to 3,601 and 2,802 DMGs, respectively. Furthermore, 156 DEGs overlap with DMGs in comparison of the two groups, and 131 DEGs overlap with DMGs in comparison of the two periods. By integrating methylome, transcriptome and GWAS data, some potential candidate genes for milk production traits in dairy cattle were suggested, such as DOCK1, PTK2 and PIK3R1. Our studies may contribute to a better understanding of epigenetic modification on milk production traits of dairy cattle.


Assuntos
Bovinos , Metilação de DNA , Epigênese Genética , Lactação , Transcriptoma , Animais , Bovinos/genética , Indústria de Laticínios , Feminino , Leite
14.
BMC Genomics ; 20(1): 197, 2019 Mar 08.
Artigo em Inglês | MEDLINE | ID: mdl-30849937

RESUMO

BACKGROUND: The degradation of epigenetic control with age is associated with progressive diseases of ageing, including cancers, immunodeficiency and diabetes. Reduced caloric intake slows the effects of ageing and age-related disease in vertebrates and invertebrates, a process potentially mediated by the impact of caloric restriction on epigenetic factors such as DNA methylation. We used whole genome bisulphite sequencing to study how DNA methylation patterns change with diet in a small invertebrate, the crustacean Daphnia magna. Daphnia show the classic response of longer life under caloric restriction (CR), and they reproduce clonally, which permits the study of epigenetic changes in the absence of genetic variation. RESULTS: Global cytosine followed by guanine (CpG) methylation was 0.7-0.9%, and there was no difference in overall methylation levels between normal and calorie restricted replicates. However, 333 differentially methylated regions (DMRs) were evident between the normally fed and CR replicates post-filtering. Of these 65% were hypomethylated in the CR group, and 35% were hypermethylated in the CR group. CONCLUSIONS: Our results demonstrate an effect of CR on the genome-wide methylation profile. This adds to a growing body of research in Daphnia magna that demonstrate an epigenomic response to environmental stimuli. Specifically, gene Ontology (GO) term enrichment of genes associated with hyper and hypo-methylated DMRs showed significant enrichment for methylation and acyl-CoA dehydrogenase activity, which are linked to current understanding of their roles in CR in invertebrate model organisms.


Assuntos
Restrição Calórica , Metilação de DNA , Daphnia/genética , Genômica , Animais , Daphnia/metabolismo , Ontologia Genética
15.
Int J Neurosci ; 129(3): 273-282, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-30280947

RESUMO

AIM: Gliomas, the intracranial tumours are considered the deadliest malignancies. The gap junctional Connexins (Cxs) that maintain cellular homeostasis perform a unique function in glial tumour suppression. However, the differential methylation patterns of Cxs were not revealed in glioma so far. The current study attempts to categorise promoter methylation of Cx30 and Cx26 and intron methylation of Cx43 in different grades of human glioma. MATERIALS AND METHODS: About 85 glioma patients with pathologically confirmed grades and 15 control brain tissues were recruited in the study. Bisulphite-PCR-Single Stranded Conformation analysis(SSCA), Bisulphite sequencing and MeDIP-qPCR were carried out to assess methylation status and Cx mRNA levels were also analysed to evaluate the effect of methylation. RESULTS: We found that promoter CpG islands(CpGs) reside in Sp1 and Ap2 sites of Cx30 and 26 were hypermethylated in high grades (HG) of glioma rather than low grades. The input % of both was significantly increased (p < 0.03) in progressive grades. Interestingly, Cx43 could exhibit a significant increase (p < 0.05) in input % only in grade IV. While, Cx30 and 26 mRNAs were downregulated according to their methylation status in progressive fashion with grades, Cx43 was downregulated irrespective of intron methylation. CONCLUSION: Thus, we suggest that the sites and extent of methylation of Cxs (30 and 26 but not in 43) are found to be altered. In different grades of glioma can provide better appreciation of the grade of the patient and might help in strategies based on epigenetic approaches.


Assuntos
Neoplasias Encefálicas/metabolismo , Conexina 26/metabolismo , Conexina 30/metabolismo , Conexina 43/metabolismo , Ilhas de CpG , Metilação de DNA , Glioma/metabolismo , RNA Mensageiro/metabolismo , Neoplasias Encefálicas/genética , Conexina 26/genética , Conexina 30/genética , Conexina 43/genética , Ilhas de CpG/genética , Metilação de DNA/genética , Regulação para Baixo , Glioma/genética , Humanos , Íntrons , Gradação de Tumores , Regiões Promotoras Genéticas , RNA Mensageiro/genética
16.
BMC Genomics ; 19(1): 463, 2018 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-29907088

RESUMO

BACKGROUND: Allele-specific transcriptional regulation, including of imprinted genes, is essential for normal mammalian development. While the regulatory regions controlling imprinted genes are associated with DNA methylation (DNAme) and specific histone modifications, the interplay between transcription and these epigenetic marks at allelic resolution is typically not investigated genome-wide due to a lack of bioinformatic packages that can process and integrate multiple epigenomic datasets with allelic resolution. In addition, existing ad-hoc software only consider SNVs for allele-specific read discovery. This limitation omits potentially informative INDELs, which constitute about one fifth of the number of SNVs in mice, and introduces a systematic reference bias in allele-specific analyses. RESULTS: Here, we describe MEA, an INDEL-aware Methylomic and Epigenomic Allele-specific analysis pipeline which enables user-friendly data exploration, visualization and interpretation of allelic imbalance. Applying MEA to mouse embryonic datasets yields robust allele-specific DNAme maps and low reference bias. We validate allele-specific DNAme at known differentially methylated regions and show that automated integration of such methylation data with RNA- and ChIP-seq datasets yields an intuitive, multidimensional view of allelic gene regulation. MEA uncovers numerous novel dynamically methylated loci, highlighting the sensitivity of our pipeline. Furthermore, processing and visualization of epigenomic datasets from human brain reveals the expected allele-specific enrichment of H3K27ac and DNAme at imprinted as well as novel monoallelically expressed genes, highlighting MEA's utility for integrating human datasets of distinct provenance for genome-wide analysis of allelic phenomena. CONCLUSIONS: Our novel pipeline for standardized allele-specific processing and visualization of disparate epigenomic and methylomic datasets enables rapid analysis and navigation with allelic resolution. MEA is freely available as a Docker container at https://github.com/julienrichardalbert/MEA .


Assuntos
Alelos , Metilação de DNA , Epigênese Genética , Epigenômica/métodos , Software , Animais , Imunoprecipitação da Cromatina , Ilhas de CpG , Perfilação da Expressão Gênica , Células Germinativas/metabolismo , Humanos , Mutação INDEL , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos DBA , Análise de Sequência de DNA , Análise de Sequência de RNA , Sítio de Iniciação de Transcrição
17.
Mol Ecol ; 27(15): 3087-3102, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29920823

RESUMO

Epigenetic modification, especially DNA methylation, can play an important role in mediating gene regulatory response to environmental stressors and may be a key process affecting phenotypic plasticity and adaptation. Parasites are potent stressors with profound physiological and ecological effects on their hosts, yet it remains unclear how parasites influence host methylation patterns. Here, we used a well-studied host-parasite system, the guppy Poecilia reticulata and its ectoparasitic monogenean Gyrodactylus turnbulli to gain mechanistic insight into the dynamics of DNA methylation in host-parasite interactions. To explore this, we quantitatively measured genome-wide DNA methylation in guppy skin tissue using reduced representation bisulphite sequencing and characterized differential methylation patterns in guppies during distinct phases of infection. We identified 365, 313, and 741 differentially methylated regions (DMRs) between infected and control fish in early infection, peak infection and recovery phases, respectively. The magnitude of the methylation difference was moderate in DMRs, with an average of 29% (early infection), 27% (peak infection) and 30% (recovery) differential methylation per DMR. Approximately 50% of DMRs overlapped with CpG islands, and over half of the DMRs overlapped with gene bodies, several of which encode proteins relevant to immune response. These findings provide the first evidence of an epigenetic signature of infection by ectoparasites and demonstrate the changing relationship between epigenetic variation and immune response in distinct phases of infection.


Assuntos
Metilação de DNA/genética , Poecilia/genética , Animais , Ilhas de CpG/genética , Epigenômica , Interações Hospedeiro-Parasita/genética
18.
BMC Genomics ; 17(1): 779, 2016 10 06.
Artigo em Inglês | MEDLINE | ID: mdl-27716143

RESUMO

BACKGROUND: As a major epigenetic component, DNA methylation plays important functions in individual development and various diseases. DNA methylation has been well studied in human and model organisms, but only limited data exist in economically important animals like cattle. RESULTS: Using reduced representation bisulphite sequencing (RRBS), we obtained single-base-resolution maps of bovine DNA methylation from ten somatic tissues. In total, we evaluated 1,868,049 cytosines in CG-enriched regions. While we found slightly low methylation levels (29.87 to 38.06 %) in cattle, the methylation contexts (CGs and non-CGs) of cattle showed similar methylation patterns to other species. Non-CG methylation was detected but methylation levels in somatic tissues were significantly lower than in pluripotent cells. To study the potential function of the methylation, we detected 10,794 differentially methylated cytosines (DMCs) and 836 differentially methylated CG islands (DMIs). Further analyses in the same tissues revealed many DMCs (including non-CGs) and DMIs, which were highly correlated with the expression of genes involved in tissue development. CONCLUSIONS: In summary, our study provides a baseline dataset and essential information for DNA methylation profiles of cattle.


Assuntos
Metilação de DNA , Expressão Gênica , Animais , Bovinos , Ilhas de CpG , Epigênese Genética , Epigenômica/métodos , Especificidade de Órgãos/genética , Análise de Sequência de DNA
19.
Mol Ecol ; 25(8): 1665-80, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26833902

RESUMO

DNA methylation in plants affects transposon silencing, transcriptional regulation and thus phenotypic variation. One unanswered question is whether DNA methylation could be involved in local adaptation of plant populations to their environments. If methylation alters phenotypes to improve plant response to the environment, then methylation sites or the genes that affect them could be a target of natural selection. Using reduced-representation bisulphite sequencing (RRBS) data, we assessed whether climate is associated with variation in DNA methylation levels among 58 naturally occurring, and species-wide samples of valley oak (Quercus lobata) collected across climate gradients. We identified the genomic context of these variants referencing a new draft valley oak genome sequence. Methylation data were obtained for 341 107 cytosines, of which we deemed 57 488 as single-methylation variants (SMVs), found in the CG, CHG and CHH sequence contexts. Environmental association analyses revealed 43 specific SMVs that are significantly associated with any of four climate variables, the majority of which are associated with mean maximum temperature. The 43 climate-associated SMVs tend to occur in or near genes, several of which have known involvement in plant response to environment. Multivariate analyses show that climate and spatial variables explain more overall variance in CG-SMVs among individuals than in SNPs, CHG-SMVs or CHH-SMVs. Together, these results from natural oak populations provide initial evidence for a role of CG methylation in locally adaptive evolution or plasticity in plant response.


Assuntos
Clima , Metilação de DNA , Quercus/genética , Adaptação Fisiológica/genética , California , DNA de Plantas/genética , Genoma de Planta , Modelos Lineares , Modelos Genéticos , Análise Multivariada , Polimorfismo de Nucleotídeo Único , Análise de Sequência de DNA , Temperatura
20.
J Peripher Nerv Syst ; 21(1): 45-51, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26801680

RESUMO

Charcot-Marie-Tooth disease (CMT) is the most common inherited peripheral neuropathy. Mutations in the pyruvate dehydrogenase kinase isoenzyme 3 (PDK3) gene have been found to cause X-linked dominant CMT type 6 (CMTX6). This study identified the p.R158H PDK3 mutation after screening 67 probable X-linked CMT families. The mutation fully segregated with the phenotype, and genotyping the family indicated the mutation arose on a different haplotype compared with the original Australian CMTX6 family. Results of bisulphite sequencing suggest that methylated deamination of a CpG dinucleotide may cause the recurrent p.R158H mutation. The frequency of the p.R158H PDK3 mutation in Koreans is very rare. Magnetic resonance imaging revealed fatty infiltration involving distal muscles in the lower extremities. In addition, fatty infiltrations were predominantly observed in the soleus muscles, with a lesser extent in tibialis anterior muscles. This differs from demyelinating CMT1A patients and is similar to axonal CMT2A patients. The clinical, neuroimaging, and electrophysiological findings from a second CMTX6 family with the p.R158H PDK3 mutation were similar to the axonal neuropathy reported in the Australian family.


Assuntos
Doença de Charcot-Marie-Tooth/genética , Proteínas Serina-Treonina Quinases/genética , Adulto , Feminino , Genótipo , Humanos , Masculino , Mutação , Linhagem , Fenótipo , Piruvato Desidrogenase Quinase de Transferência de Acetil
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