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2.
BMC Bioinformatics ; 20(1): 431, 2019 Aug 19.
Artigo em Inglês | MEDLINE | ID: mdl-31426747

RESUMO

BACKGROUND: Protein pulldown using Methyl-CpG binding domain (MBD) proteins followed by high-throughput sequencing is a common method to determine DNA methylation. Algorithms have been developed to estimate absolute methylation level from read coverage generated by affinity enrichment-based techniques, but the most accurate one for MBD-seq data requires additional data from an SssI-treated Control experiment. RESULTS: Using our previous characterizations of Methyl-CpG/MBD2 binding in the context of an MBD pulldown experiment, we build a model of expected MBD pulldown reads as drawn from SssI-treated DNA. We use the program BayMeth to evaluate the effectiveness of this model by substituting calculated SssI Control data for the observed SssI Control data. By comparing methylation predictions against those from an RRBS data set, we find that BayMeth run with our modeled SssI Control data performs better than BayMeth run with observed SssI Control data, on both 100 bp and 10 bp windows. Adapting the model to an external data set solely by changing the average fragment length, our calculated data still informs the BayMeth program to a similar level as observed data in predicting methylation state on a pulldown data set with matching WGBS estimates. CONCLUSION: In both internal and external MBD pulldown data sets tested in this study, BayMeth used with our modeled pulldown coverage performs better than BayMeth run without the inclusion of any estimate of SssI Control pulldown, and is comparable to - and in some cases better than - using observed SssI Control data with the BayMeth program. Thus, our MBD pulldown alignment model can improve methylation predictions without the need to perform additional control experiments.


Assuntos
Biologia Computacional/métodos , Metilação de DNA/genética , DNA-Citosina Metilases/metabolismo , DNA/metabolismo , Modelos Biológicos , Alinhamento de Sequência , Algoritmos , Pareamento de Bases , Cromossomos Humanos Par 7/genética , Ilhas de CpG/genética , Genoma Humano , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Domínio de Ligação a CpG Metilada , Análise de Sequência de DNA/métodos
3.
Mol Biol Rep ; 45(6): 2653-2669, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30350236

RESUMO

In tomato, DNA methylation has an inhibitory effect on fruit ripening. The inhibition of DNA methyltransferase by 5-azacytidine results in premature fruit ripening. Methyl CpG binding domain (MBD) proteins are the readers of DNA methylation marks and help in the recruitment of chromatin-modifying enzymes which affect gene expression. Therefore, we investigate their contribution during fruit development. In this study, we identified and analyzed 18 putative genes of Solanum lycopersicum and Solanum pimpinellifolium encoding MBD proteins. We also identified tomato MBD syntelogs in Capsicum annum and Solanum tuberosum. Sixty-three MBD genes identified from four different species of solanaceae were classified into three groups. An analysis of the conserved domains in these proteins identified additional domains along with MBD motif. The transcript profiling of tomato MBDs in wild-type and two non-ripening mutants, rin and Nr, indicated constructive information regarding their involvement during fruit development. When we performed a stage-specific expression analysis during fruit ripening, a gradual decrease in transcript accumulation in the wild-type fruit was detected. However, a very low expression was observed in the ripening mutants. Furthermore, many ethylene-responsive cis-elements were found in SlMBD gene promoters, and some of them were induced in the presence of exogenous ethylene. Further, we detected the possible role of these MBDs in abiotic stresses. We found that few genes were differentially expressed under various abiotic stress conditions. Our results provide an evidence of the involvement of the tomato MBDs in fruit ripening and abiotic stress responses, which would be helpful in further studies on these genes in tomato fruit ripening.


Assuntos
Domínio de Ligação a CpG Metilada/genética , Solanum lycopersicum/genética , Capsicum/genética , Metilação de DNA/genética , Etilenos , Frutas/genética , Perfilação da Expressão Gênica , Regulação da Expressão Gênica de Plantas/genética , Genes de Plantas/genética , Estudo de Associação Genômica Ampla , Proteínas de Plantas/genética , Regiões Promotoras Genéticas/genética , Solanum tuberosum/genética , Estresse Fisiológico
4.
J Phys Chem Lett ; 9(19): 5718-5725, 2018 Oct 04.
Artigo em Inglês | MEDLINE | ID: mdl-30226383

RESUMO

We use the electronic properties of 2D solid-state nanopore materials to propose a versatile and generally applicable biosensor technology by using a combination of molecular dynamics, nanoscale device simulations, and statistical signal processing algorithms. As a case study, we explore the classification of three epigenetic biomarkers, the methyl-CpG binding domain 1 (MBD-1), MeCP2, and γ-cyclodextrin, attached to double-stranded DNA to identify regions of hyper- or hypomethylations by utilizing a matched filter. We assess the sensing ability of the nanopore device to identify the biomarkers based on their characteristic electronic current signatures. Such a matched filter-based classifier enables real-time identification of the biomarkers that can be easily implemented on chip. This integration of a sensor with signal processing architectures could pave the way toward the development of a multipurpose technology for early disease detection.


Assuntos
Biomarcadores/metabolismo , Nanoporos , Algoritmos , Técnicas Biossensoriais , DNA/química , Condutividade Elétrica , Técnicas Eletroquímicas , Domínio de Ligação a CpG Metilada , Proteína 2 de Ligação a Metil-CpG/química , Proteína 2 de Ligação a Metil-CpG/metabolismo , Simulação de Dinâmica Molecular , Estrutura Terciária de Proteína , Semicondutores , gama-Ciclodextrinas/química
5.
Phys Biol ; 14(2): 026002, 2017 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-28140372

RESUMO

Cytosine methylation plays an important role in the epigenetic regulation of eukaryotic gene expression. The methyl-CpG binding domain (MBD) is common to a family of eukaryotic transcriptional regulators. How MBD, a stretch of about 80 amino acids, recognizes CpGs in a methylation dependent manner, and as a function of sequence, is only partly understood. Here we show, using an Escherichia coli cell-free expression system, that MBD from the human transcriptional regulator MeCP2 performs as a specific, methylation-dependent repressor in conjunction with the BDNF (brain-derived neurotrophic factor) promoter sequence. Mutation of either base flanking the central CpG pair changes the expression level of the target gene. However, the relative degree of repression as a function of MBD concentration remains unaltered. Molecular dynamics simulations that address the DNA B fiber ratio and the handedness reveal cooperative transitions in the promoter DNA upon MBD binding that correlate well with our experimental observations. We suggest that not only steric hindrance, but also conformational changes of the BDNF promoter as a result of MBD binding are required for MBD to act as a specific inhibitory element. Our work demonstrates that the prokaryotic transcription machinery can reproduce features of epigenetic mammalian transcriptional regulatory elements.


Assuntos
Regulação da Expressão Gênica , Domínio de Ligação a CpG Metilada , Regiões Promotoras Genéticas , Fator Neurotrófico Derivado do Encéfalo/genética , Fator Neurotrófico Derivado do Encéfalo/metabolismo , Sistema Livre de Células , Escherichia coli , Humanos , Proteína 2 de Ligação a Metil-CpG/genética , Proteína 2 de Ligação a Metil-CpG/metabolismo , Simulação de Acoplamento Molecular
6.
J Biosci ; 42(1): 57-68, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-28229965

RESUMO

DNA methylation, mediated by double-stranded RNA, is a conserved epigenetic phenomenon that protects a genome from transposons, silences unwanted genes and has a paramount function in plant or animal development. Methyl CpG binding domain proteins are members of a class of proteins that bind to methylated DNA. The Arabidopsis thaliana genome encodes 13 methyl CpG binding domain (MBD) proteins, but the molecular/biological functions of most of these proteins are still not clear. In the present study, we identified four proteins that interact with AtMBD6. Interestingly, three of them contain RNA binding domains and are co-localized with AtMBD6 in the nucleus. The interacting partners includes AtRPS2C (a 40S ribosomal protein), AtNTF2 (nuclear transport factor 2) and AtAGO4 (Argonoute 4). The fourth protein that physically interacts with AtMBD6 is a histone-modifying enzyme, histone deacetylase 6 (AtHDA6), which is a known component of the RNA-mediated gene silencing system. Analysis of genomic DNA methylation in the atmbd6, atrps2c and atntf2 mutants, using methylation-sensitive PCR detected decreased DNA methylation at miRNA/siRNA producing loci, pseudogenes and other targets of RNA-directed DNA methylation. Our results indicate that AtMBD6 is involved in RNA-mediated gene silencing and it binds to RNA binding proteins like AtRPS2C, AtAGO4 and AtNTF2. AtMBD6 also interacts with histone deacetylase AtHDA6 that might have a role in chromatin condensation at the targets of RdDM.


Assuntos
Proteínas de Arabidopsis/genética , Proteínas Argonautas/genética , Metilação de DNA/genética , Proteínas de Ligação a DNA/genética , Histona Desacetilases/genética , Proteínas de Membrana Transportadoras/genética , Sequência de Aminoácidos/genética , Arabidopsis/genética , Sítios de Ligação , Núcleo Celular/genética , Ilhas de CpG/genética , Inativação Gênica , Domínio de Ligação a CpG Metilada/genética , Proteínas de Ligação a RNA/genética
7.
Plant Physiol Biochem ; 109: 1-8, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27611240

RESUMO

DNA methylation is a major epigenetic marker in plants that plays a crucial role in transcriptional and developmental regulation. The DNA methylation 'code' is thought to be 'read' by a set of proteins containing methyl-CpG-binding domain (MBD). However, little is known about MBD genes in common wheat (Triticum aestivum L.). Here, we report the isolation and characterization of TaMBD6 and its homeologues (TaMBD6_A, TaMBD6_B, and TaMBD6_D) in hexaploid wheat. The cDNA was quite different among the three homeologues and InDel mutations were detected in 5'-UTR and coding region. Two types of TRs (tandem repeats) -- TR1 (57 bp) and TR2 (39 bp) -- occurred in the coding region. TaMBD6_B harbored five copies of TR1 and two copies of TR2. In contrast, TaMBD6_A lacked 30 bp between the 2nd and 3rd copy of TR1, while TaMBD6_D was missing two copies of TR1 but had three copies of TR2. TaMBD6_A, TaMBD6_B, and TaMBD6_D encoded 435, 446, and 420 amino acids, respectively. Structural analysis of TaMBD6 protein indicated that each of the three homeologues had an identical MBD domain at the N-terminal, as well as a typical nuclear localization signal. Although genomics analysis showed that two introns were included, the length of the first intron varied from 3100 bp to 3471 bp and their sequences were very different. Expression analysis demonstrated that the transcription level of TaMBD6 began to increase gradually in developing grains at 15 days after pollination while decreasing significantly in endosperm and embryo tissues during germination. Expression of TaMBD6 appeared to be positively correlated with starch metabolism in the endosperm but was negatively correlated with embryo formation and sprouting. We were also interested to learn that TaMBD6 homeologues were differentially expressed in developing wheat plants and that their expression patterns were variously affected by vernalization treatment. Further investigation revealed that TaMBD6 was induced by prolonged chilling, indicating that the protein is potentially involved in regulating the developmental transition from vegetative to reproductive stages. Although the homeologues generally showed similar differential expression patterns, TaMBD6_D and TaMBD6_B contribute more to the processes of grain development and germination while TaMBD6_A is predominant in mature plants.


Assuntos
Proteínas de Ligação a DNA/genética , Perfilação da Expressão Gênica/métodos , Domínio de Ligação a CpG Metilada/genética , Proteínas de Plantas/genética , Triticum/genética , Regiões 5' não Traduzidas/genética , Sequência de Aminoácidos , Sequência de Bases , Mapeamento Cromossômico , Clonagem Molecular , Temperatura Baixa , DNA Complementar/química , DNA Complementar/genética , Proteínas de Ligação a DNA/metabolismo , Endosperma/genética , Endosperma/crescimento & desenvolvimento , Endosperma/metabolismo , Mutação INDEL , Folhas de Planta/genética , Folhas de Planta/crescimento & desenvolvimento , Folhas de Planta/metabolismo , Proteínas de Plantas/metabolismo , Polinização/genética , Poliploidia , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Sementes/genética , Sementes/crescimento & desenvolvimento , Sementes/metabolismo , Análise de Sequência de DNA , Homologia de Sequência de Aminoácidos , Homologia de Sequência do Ácido Nucleico , Amido/metabolismo , Triticum/crescimento & desenvolvimento , Triticum/metabolismo
8.
Genes Brain Behav ; 15(8): 757-774, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27489246

RESUMO

Proteins containing a methyl-CpG-binding domain (MBD) bind 5mC and convert the methylation pattern information into appropriate functional cellular states. The correct readout of epigenetic marks is of particular importance in the nervous system where abnormal expression or compromised MBD protein function, can lead to disease and developmental disorders. Recent evidence indicates that the genome of Drosophila melanogaster is methylated and two MBD proteins, dMBD2/3 and dMBD-R2, are present. Are Drosophila MBD proteins required for neuronal function, and as MBD-containing proteins have diverged and evolved, does the MBD domain retain the molecular properties required for conserved cellular function across species? To address these questions, we expressed the human MBD-containing protein, hMeCP2, in distinct amine neurons and quantified functional changes in sleep circuitry output using a high throughput assay in Drosophila. hMeCP2 expression resulted in phase-specific sleep loss and sleep fragmentation with the hMeCP2-mediated sleep deficits requiring an intact MBD domain. Reducing endogenous dMBD2/3 and dMBD-R2 levels also generated sleep fragmentation, with an increase in sleep occurring upon dMBD-R2 reduction. To examine if hMeCP2 and dMBD-R2 are targeting common neuronal functions, we reduced dMBD-R2 levels in combination with hMeCP2 expression and observed a complete rescue of sleep deficits. Furthermore, chromosomal binding experiments indicate MBD-R2 and MeCP2 associate on shared genomic loci. Our results provide the first demonstration that Drosophila MBD-containing family members are required for neuronal function and suggest that the MBD domain retains considerable functional conservation at the whole organism level across species.


Assuntos
Ritmo Circadiano/genética , Drosophila melanogaster/genética , Proteína 2 de Ligação a Metil-CpG/genética , Sono/genética , Animais , Sítios de Ligação , Ilhas de CpG , Metilação de DNA , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/metabolismo , Feminino , Masculino , Domínio de Ligação a CpG Metilada , Proteína 2 de Ligação a Metil-CpG/metabolismo
9.
Cancer Med ; 5(9): 2522-33, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27457352

RESUMO

DNA methyltransferase (DNMT) inhibitors are epigenetic drugs used to treat myelodysplastic syndrome. They not only induce DNA demethylation but also have significant cytostatic and cytotoxic effects; however, the relationships between these characteristics have not been established yet due to the lack of a method to induce only DNA demethylation. Herein, we show that a fusion protein comprised of the methyl-CpG-binding domain (MBD) and the catalytic domain of Ten-eleven translocation protein 1 (TET1-CD) globally demethylates and upregulates a number of methylated genes. These upregulated genes frequently contained CpG islands (CGIs) within ± 1000 bp of the transcription start site (TSS). Interestingly, 65% of the genes upregulated fivefold or more by MBD-TET1-CDwt were also reactivated after treatment with a DNMT inhibitor, 5-azacytidine (Aza-CR), suggesting that gene reactivation by both methods primarily shares the same mechanism, DNA demethylation. In order to examine whether DNA demethylation affects the growth of cancer cells, we have established a tetracycline inducible system that can regulate the expression of MBD-TET1-CDwt in a prostate cancer cell line, LNCaP. The induction of MBD-TET1-CDwt demethylated and upregulated glutathione S-transferase pi 1 (GSTP1), one of the hypermethylated genes in prostate cancer. In accordance with the reactivation of methylated genes, induction of MBD-TET1-CDwt extensively suppressed the growth of LNCaP cells through G1/S arrest. These results clearly indicate that TET oxidase activity recruited at methyl-CpG sites through MBD induces reactivation of hypermethylated genes by DNA demethylation and allows us to analyze the effect of only global DNA demethylation in a wide variety of cancer cells.


Assuntos
Ilhas de CpG , Metilação de DNA , Domínio de Ligação a CpG Metilada , Oxigenases de Função Mista/metabolismo , Domínios e Motivos de Interação entre Proteínas , Ciclo Celular/efeitos dos fármacos , Ciclo Celular/genética , Linhagem Celular , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Proliferação de Células/genética , Epigênese Genética , Regulação da Expressão Gênica/efeitos dos fármacos , Inativação Gênica , Glutationa S-Transferase pi/genética , Glutationa S-Transferase pi/metabolismo , Humanos , Domínio de Ligação a CpG Metilada/genética , Oxigenases de Função Mista/química , Oxigenases de Função Mista/genética , Regiões Promotoras Genéticas , Ligação Proteica , Domínios e Motivos de Interação entre Proteínas/genética , Sítio de Iniciação de Transcrição
10.
Biochemistry ; 55(31): 4275-85, 2016 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-27420643

RESUMO

Methyl-CpG binding protein 2 (MeCP2) is a multifunctional protein that guides neuronal development through its binding to DNA, recognition of sites of methyl-CpG (mCpG) DNA modification, and interaction with other regulatory proteins. Our study explores the relationship between mCpG and hydroxymethyl-CpG (hmCpG) recognition mediated by its mCpG binding domain (MBD) and binding cooperativity mediated by its C-terminal polypeptide. Previous study of the isolated MBD of MeCP2 documented an unusual mechanism by which ion uptake is required for discrimination of mCpG and hmCpG from CpG. MeCP2 binding cooperativity suppresses discrimination of modified DNA and is highly sensitive to both the total ion concentration and the type of counterions. Higher than physiological total ion concentrations completely suppress MeCP2 binding cooperativity, indicating a dominant electrostatic component to the interaction. Substitution of SO4(2-) for Cl(-) at physiological total ion concentrations also suppresses MeCP2 binding cooperativity, This effect is of particular note as the intracellular Cl(-) concentration changes during neuronal development. A related effect is that the protein-stabilizing solutes, TMAO and glutamate, reduce MeCP2 (but not isolated MBD) binding affinity by 2 orders of magnitude without affecting the apparent binding cooperativity. These observations suggest that polypeptide flexibility facilitates DNA binding by MeCP2. Consistent with this view, nuclear magnetic resonance (NMR) analyses show that ions have discrete effects on the structure of MeCP2, both MBD and the C-terminal domains. Notably, anion substitution results in changes in the NMR chemical shifts of residues, including some whose mutation causes the autism spectrum disorder Rett syndrome. Binding cooperativity makes MeCP2 an effective competitor with histone H1 for accessible DNA sites. The relationship between MeCP2 binding specificity and cooperativity is discussed in the context of chromatin binding, neuronal function, and neuronal development.


Assuntos
DNA/metabolismo , Proteína 2 de Ligação a Metil-CpG/metabolismo , DNA/genética , Epigênese Genética , Histonas/metabolismo , Humanos , Cinética , Domínio de Ligação a CpG Metilada/genética , Proteína 2 de Ligação a Metil-CpG/química , Proteína 2 de Ligação a Metil-CpG/genética , Neurogênese , Ligação Proteica , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Síndrome de Rett/genética , Síndrome de Rett/metabolismo
11.
New Phytol ; 210(1): 208-26, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26551231

RESUMO

In tomato (Solanum lycopersicum), high pigment mutations (hp-1 and hp-2) were mapped to genes encoding UV-damaged DNA binding protein 1 (DDB1) and de-etiolated-1 (DET1), respectively. Here we characterized a tomato methyl-CpG-binding domain protein SlMBD5 identified by yeast two-hybrid screening using SlDDB1 as a bait. Yeast two-hybrid assay demonstrated that the physical interaction of SlMBD5 with SlDDB1 is mediated by the C-termini of SlMBD5 and the ß-propeller-C (BPC) of SlDDB1. Co-immunoprecipitation analyses revealed that SlMBD5 associates with SlDDB1-interacting partners including SlDET1, SlCUL4, SlRBX1a and SlRBX1b in vivo. SlMBD5 was shown to target to nucleus and dimerizes via its MBD motif. Electrophoresis mobility shift analysis suggested that the MBD of SlMBD5 specifically binds to methylated CpG dinucleotides but not to methylated CpHpG or CpHpH dinucleotides. SlMBD5 expressed in protoplast is capable of activating transcription of CG islands, whereas CUL4/DDB1 antagonizes this effect. Overexpressing SlMBD5 resulted in diverse developmental alterations including darker green fruits with increased plastid level and elevated pigmentation, as well as enhanced expression of SlGLK2, a key regulator of plastid biogenesis. Taken together, we hypothesize that the physical interaction of SlMBD5 with the CUL4-DDB1-DET1 complex component may affect its binding activity to methylated DNA and subsequently attenuate its transcription activation of downstream genes.


Assuntos
Proteínas de Ligação a DNA/metabolismo , Domínio de Ligação a CpG Metilada , Proteínas de Plantas/metabolismo , Solanum lycopersicum/metabolismo , Sequência de Aminoácidos , Ilhas de CpG/genética , Frutas/genética , Regulação da Expressão Gênica de Plantas/efeitos dos fármacos , Regulação da Expressão Gênica de Plantas/efeitos da radiação , Pleiotropia Genética , Leupeptinas/farmacologia , Luz , Solanum lycopersicum/efeitos dos fármacos , Solanum lycopersicum/genética , Solanum lycopersicum/efeitos da radiação , Fenótipo , Pigmentação/efeitos dos fármacos , Pigmentação/genética , Pigmentação/efeitos da radiação , Desenvolvimento Vegetal/efeitos dos fármacos , Desenvolvimento Vegetal/genética , Desenvolvimento Vegetal/efeitos da radiação , Proteínas de Plantas/química , Plantas Geneticamente Modificadas , Plastídeos/metabolismo , Ligação Proteica/efeitos dos fármacos , Ligação Proteica/efeitos da radiação , Multimerização Proteica/efeitos dos fármacos , Multimerização Proteica/efeitos da radiação , Estabilidade Proteica/efeitos dos fármacos , Estabilidade Proteica/efeitos da radiação , Saccharomyces cerevisiae/metabolismo , Frações Subcelulares/metabolismo , Transcrição Gênica/efeitos dos fármacos , Transcrição Gênica/efeitos da radiação , Ubiquitinação/efeitos dos fármacos , Ubiquitinação/efeitos da radiação
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