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2.
Nature ; 627(8004): 671-679, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38448585

RESUMO

DNA and histone modifications combine into characteristic patterns that demarcate functional regions of the genome1,2. While many 'readers' of individual modifications have been described3-5, how chromatin states comprising composite modification signatures, histone variants and internucleosomal linker DNA are interpreted is a major open question. Here we use a multidimensional proteomics strategy to systematically examine the interaction of around 2,000 nuclear proteins with over 80 modified dinucleosomes representing promoter, enhancer and heterochromatin states. By deconvoluting complex nucleosome-binding profiles into networks of co-regulated proteins and distinct nucleosomal features driving protein recruitment or exclusion, we show comprehensively how chromatin states are decoded by chromatin readers. We find highly distinctive binding responses to different features, many factors that recognize multiple features, and that nucleosomal modifications and linker DNA operate largely independently in regulating protein binding to chromatin. Our online resource, the Modification Atlas of Regulation by Chromatin States (MARCS), provides in-depth analysis tools to engage with our results and advance the discovery of fundamental principles of genome regulation by chromatin states.


Assuntos
Montagem e Desmontagem da Cromatina , Cromatina , Proteínas Nucleares , Nucleossomos , Proteômica , Humanos , Sítios de Ligação , Cromatina/química , Cromatina/genética , Cromatina/metabolismo , DNA/genética , DNA/metabolismo , Elementos Facilitadores Genéticos , Heterocromatina/genética , Heterocromatina/metabolismo , Histonas/metabolismo , Proteínas Nucleares/análise , Proteínas Nucleares/metabolismo , Nucleossomos/química , Nucleossomos/genética , Nucleossomos/metabolismo , Regiões Promotoras Genéticas , Ligação Proteica , Proteômica/métodos
3.
Mol Metab ; 74: 101748, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37290673

RESUMO

OBJECTIVE: Cancer cells convert more glucose into lactate than healthy cells, what contributes to their growth advantage. Pyruvate kinase (PK) is a key rate limiting enzyme in this process, what makes it a promising potential therapeutic target. However, currently it is still unclear what consequences the inhibition of PK has on cellular processes. Here, we systematically investigate the consequences of PK depletion for gene expression, histone modifications and metabolism. METHODS: Epigenetic, transcriptional and metabolic targets were analysed in different cellular and animal models with stable knockdown or knockout of PK. RESULTS: Depleting PK activity reduces the glycolytic flux and causes accumulation of glucose-6-phosphate (G6P). Such metabolic perturbation results in stimulation of the activity of a heterodimeric pair of transcription factors MondoA and MLX but not in a major reprogramming of the global H3K9ac and H3K4me3 histone modification landscape. The MondoA:MLX heterodimer upregulates expression of thioredoxin-interacting protein (TXNIP) - a tumour suppressor with multifaceted anticancer activity. This effect of TXNIP upregulation extends beyond immortalised cancer cell lines and is applicable to multiple cellular and animal models. CONCLUSIONS: Our work shows that actions of often pro-tumorigenic PK and anti-tumorigenic TXNIP are tightly linked via a glycolytic intermediate. We suggest that PK depletion stimulates the activity of MondoA:MLX transcription factor heterodimers and subsequently, increases cellular TXNIP levels. TXNIP-mediated inhibition of thioredoxin (TXN) can reduce the ability of cells to scavenge reactive oxygen species (ROS) leading to the oxidative damage of cellular structures including DNA. These findings highlight an important regulatory axis affecting tumour suppression mechanisms and provide an attractive opportunity for combination cancer therapies targeting glycolytic activity and ROS-generating pathways.


Assuntos
Neoplasias , Piruvato Quinase , Animais , Piruvato Quinase/genética , Espécies Reativas de Oxigênio , Fatores de Transcrição de Zíper de Leucina e Hélice-Alça-Hélix Básicos/metabolismo , Neoplasias/genética , Neoplasias/metabolismo , Tiorredoxinas/química , Tiorredoxinas/metabolismo
4.
Mol Cell ; 81(14): 2944-2959.e10, 2021 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-34166609

RESUMO

A number of regulatory factors are recruited to chromatin by specialized RNAs. Whether RNA has a more general role in regulating the interaction of proteins with chromatin has not been determined. We used proteomics methods to measure the global impact of nascent RNA on chromatin in embryonic stem cells. Surprisingly, we found that nascent RNA primarily antagonized the interaction of chromatin modifiers and transcriptional regulators with chromatin. Transcriptional inhibition and RNA degradation induced recruitment of a set of transcriptional regulators, chromatin modifiers, nucleosome remodelers, and regulators of higher-order structure. RNA directly bound to factors, including BAF, NuRD, EHMT1, and INO80 and inhibited their interaction with nucleosomes. The transcriptional elongation factor P-TEFb directly bound pre-mRNA, and its recruitment to chromatin upon Pol II inhibition was regulated by the 7SK ribonucleoprotein complex. We postulate that by antagonizing the interaction of regulatory proteins with chromatin, nascent RNA links transcriptional output with chromatin composition.


Assuntos
Cromatina/metabolismo , RNA/metabolismo , Fatores de Transcrição/metabolismo , Animais , Proteínas de Ligação a DNA/metabolismo , Células-Tronco Embrionárias/metabolismo , Regulação da Expressão Gênica/fisiologia , Células HEK293 , Humanos , Masculino , Camundongos , Nucleossomos/metabolismo , Fator B de Elongação Transcricional Positiva/metabolismo , Ligação Proteica/fisiologia , Proteômica/métodos , RNA Polimerase II/metabolismo , Transcrição Gênica/fisiologia , Fatores de Elongação da Transcrição/metabolismo
5.
Sci Adv ; 6(35): eaaz4551, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32923617

RESUMO

Recently, covalent modifications of RNA, such as methylation, have emerged as key regulators of all aspects of RNA biology and have been implicated in numerous diseases, for instance, cancer. Here, we undertook a combination of in vitro and in vivo screens to test 78 potential methyltransferases for their roles in hepatocellular carcinoma (HCC) cell proliferation. We identified methyltransferase-like protein 6 (METTL6) as a crucial regulator of tumor cell growth. We show that METTL6 is a bona fide transfer RNA (tRNA) methyltransferase, catalyzing the formation of 3-methylcytidine at C32 of specific serine tRNA isoacceptors. Deletion of Mettl6 in mouse stem cells results in changes in ribosome occupancy and RNA levels, as well as impaired pluripotency. In mice, Mettl6 knockout results in reduced energy expenditure. We reveal a previously unknown pathway in the maintenance of translation efficiency with a role in maintaining stem cell self-renewal, as well as impacting tumor cell growth profoundly.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Animais , Carcinoma Hepatocelular/genética , Proliferação de Células , Neoplasias Hepáticas/genética , Metiltransferases/genética , Metiltransferases/metabolismo , Camundongos , RNA , RNA de Transferência/genética , RNA de Transferência/metabolismo , tRNA Metiltransferases
6.
Sci Rep ; 9(1): 6655, 2019 04 30.
Artigo em Inglês | MEDLINE | ID: mdl-31040352

RESUMO

ADP-ribosylation is integral to a diverse range of cellular processes such as DNA repair, chromatin regulation and RNA processing. However, proteome-wide investigation of its cellular functions has been limited due to numerous technical challenges including the complexity of the poly(ADP-ribose) (PAR) chains, low abundance of the modification and lack of sensitive enrichment methods. We herein show that an adenosine analogue with a terminal alkyne functionality at position 2 of the adenine (2-alkyne adenosine or 2YnAd) is suitable for selective enrichment, fluorescence detection and mass spectrometry proteomics analysis of the candidate ADP-ribosylome in mammalian cells. Although similar labelling profiles were observed via fluorescence imaging for 2YnAd and 6YnAd, a previously reported clickable NAD+ precursor, quantitative mass spectrometry analysis of the two probes in MDA-MB-231 breast cancer cells revealed a significant increase in protein coverage of the 2YnAd probe. To facilitate global enrichment of ADP-ribosylated proteins, we developed a dual metabolic labelling approach that involves simultaneous treatment of live cells with both 2YnAd and 6YnAd. By combining this dual metabolic labelling strategy with highly sensitive tandem mass tag (TMT) isobaric mass spectrometry and hierarchical Bayesian analysis, we have quantified the responses of thousands of endogenous proteins to clinical PARP inhibitors Olaparib and Rucaparib.


Assuntos
ADP-Ribosilação , Processamento de Proteína Pós-Traducional , Proteoma , Proteômica , ADP-Ribosilação/efeitos dos fármacos , Adenosina Difosfato Ribose/metabolismo , Linhagem Celular Tumoral , Humanos , Espectrometria de Massas , Inibidores de Poli(ADP-Ribose) Polimerases/farmacologia , Proteômica/métodos
7.
Nat Cell Biol ; 21(3): 311-318, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30804502

RESUMO

Genotoxic DNA double-strand breaks (DSBs) can be repaired by error-free homologous recombination (HR) or mutagenic non-homologous end-joining1. HR supresses tumorigenesis1, but is restricted to the S and G2 phases of the cell cycle when a sister chromatid is present2. Breast cancer type 1 susceptibility protein (BRCA1) promotes HR by antagonizing the anti-resection factor TP53-binding protein 1(53BP1) (refs. 2-5), but it remains unknown how BRCA1 function is limited to the S and G2 phases. We show that BRCA1 recruitment requires recognition of histone H4 unmethylated at lysine 20 (H4K20me0), linking DSB repair pathway choice directly to sister chromatid availability. We identify the ankyrin repeat domain of BRCA1-associated RING domain protein 1 (BARD1)-the obligate BRCA1 binding partner3-as a reader of H4K20me0 present on new histones in post-replicative chromatin6. BARD1 ankyrin repeat domain mutations disabling H4K20me0 recognition abrogate accumulation of BRCA1 at DSBs, causing aberrant build-up of 53BP1, and allowing anti-resection activity to prevail in S and G2. Consequently, BARD1 recognition of H4K20me0 is required for HR and resistance to poly (ADP-ribose) polymerase inhibitors. Collectively, this reveals that BRCA1-BARD1 monitors the replicative state of the genome to oppose 53BP1 function, routing only DSBs within sister chromatids to HR.


Assuntos
Proteína BRCA1/metabolismo , Cromátides/metabolismo , Histonas/metabolismo , Recombinação Homóloga , Proteínas Supressoras de Tumor/metabolismo , Ubiquitina-Proteína Ligases/metabolismo , Sequência de Aminoácidos , Proteína BRCA1/genética , Linhagem Celular Tumoral , Cromátides/genética , Quebras de DNA de Cadeia Dupla , Reparo do DNA , Fase G2/genética , Células HCT116 , Células HeLa , Humanos , Lisina/metabolismo , Metilação , Fase S/genética , Homologia de Sequência de Aminoácidos , Proteínas Supressoras de Tumor/genética , Ubiquitina-Proteína Ligases/genética
8.
Bioinformatics ; 32(18): 2863-5, 2016 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-27153663

RESUMO

MOTIVATION: Many biochemical systems require stochastic descriptions. Unfortunately these can only be solved for the simplest cases and their direct simulation can become prohibitively expensive, precluding thorough analysis. As an alternative, moment closure approximation methods generate equations for the time-evolution of the system's moments and apply a closure ansatz to obtain a closed set of differential equations; that can become the basis for the deterministic analysis of the moments of the outputs of stochastic systems. RESULTS: We present a free, user-friendly tool implementing an efficient moment expansion approximation with parametric closures that integrates well with the IPython interactive environment. Our package enables the analysis of complex stochastic systems without any constraints on the number of species and moments studied and the type of rate laws in the system. In addition to the approximation method our package provides numerous tools to help non-expert users in stochastic analysis. AVAILABILITY AND IMPLEMENTATION: https://github.com/theosysbio/means CONTACTS: m.stumpf@imperial.ac.uk or e.lakatos13@imperial.ac.uk SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Algoritmos , Software , Processos Estocásticos , Simulação por Computador , Expressão Gênica , Cinética , Modelos Estatísticos
9.
BMC Bioinformatics ; 17(Suppl 16): 447, 2016 Dec 13.
Artigo em Inglês | MEDLINE | ID: mdl-28105912

RESUMO

BACKGROUND: Functional genomic and epigenomic research relies fundamentally on sequencing based methods like ChIP-seq for the detection of DNA-protein interactions. These techniques return large, high dimensional data sets with visually complex structures, such as multi-modal peaks extended over large genomic regions. Current tools for visualisation and data exploration represent and leverage these complex features only to a limited extent. RESULTS: We present DGW, an open source software package for simultaneous alignment and clustering of multiple epigenomic marks. DGW uses Dynamic Time Warping to adaptively rescale and align genomic distances which allows to group regions of interest with similar shapes, thereby capturing the structure of epigenomic marks. We demonstrate the effectiveness of the approach in a simulation study and on a real epigenomic data set from the ENCODE project. CONCLUSIONS: Our results show that DGW automatically recognises and aligns important genomic features such as transcription start sites and splicing sites from histone marks. DGW is available as an open source Python package.


Assuntos
Simulação por Computador , Epigenômica/métodos , Genoma Humano , Código das Histonas , Software , Imunoprecipitação da Cromatina , Análise por Conglomerados , DNA/metabolismo , Proteínas de Ligação a DNA/metabolismo , Epigênese Genética , Humanos , Leucemia/genética
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