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1.
Brief Bioinform ; 25(2)2024 Jan 22.
Article in English | MEDLINE | ID: mdl-38329268

ABSTRACT

Nucleosomes represent hubs in chromatin organization and gene regulation and interact with a plethora of chromatin factors through different modes. In addition, alterations in histone proteins such as cancer mutations and post-translational modifications have profound effects on histone/nucleosome interactions. To elucidate the principles of histone interactions and the effects of those alterations, we developed histone interactomes for comprehensive mapping of histone-histone interactions (HHIs), histone-DNA interactions (HDIs), histone-partner interactions (HPIs) and DNA-partner interactions (DPIs) of 37 organisms, which contains a total of 3808 HPIs from 2544 binding proteins and 339 HHIs, 100 HDIs and 142 DPIs across 110 histone variants. With the developed networks, we explored histone interactions at different levels of granularities (protein-, domain- and residue-level) and performed systematic analysis on histone interactions at a large scale. Our analyses have characterized the preferred binding hotspots on both nucleosomal/linker DNA and histone octamer and unraveled diverse binding modes between nucleosome and different classes of binding partners. Last, to understand the impact of histone cancer-associated mutations on histone/nucleosome interactions, we complied one comprehensive cancer mutation dataset including 7940 cancer-associated histone mutations and further mapped those mutations onto 419,125 histone interactions at the residue level. Our quantitative analyses point to histone cancer-associated mutations' strongly disruptive effects on HHIs, HDIs and HPIs. We have further predicted 57 recurrent histone cancer mutations that have large effects on histone/nucleosome interactions and may have driver status in oncogenesis.


Subject(s)
Neoplasms , Nucleosomes , Humans , Nucleosomes/genetics , Histones/genetics , Histones/metabolism , DNA/chemistry , Mutation , Neoplasms/genetics
2.
Adv Sci (Weinh) ; 11(14): e2307526, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38298064

ABSTRACT

Arginine and lysine, frequently appearing as a pair on histones, have been proven to carry diverse modifications and execute various epigenetic regulatory functions. However, the most context-specific and transient effectors of these marks, while significant, have evaded study as detection methods have thus far not reached a standard to capture these ephemeral events. Herein, a pair of complementary photo-arginine/δ-photo-lysine (R-dz/K-dz) probes is developed and involve these into histone peptide, nucleosome, and chromatin substrates to capture and explore the interactomes of Arg and Lys hPTMs. By means of these developed tools, this study identifies that H3R2me2a can recruit MutS protein homolog 6 (MSH6), otherwise repelDouble PHD fingers 2 (DPF2), Retinoblastoma binding protein 4/7 (RBBP4/7). And it is disclosed that H3R2me2a inhibits the chromatin remodeling activity of the cBAF complex by blocking the interaction between DPF2 (one component of cBAF) and the nucleosome. In addition, the novel pairs of H4K5 PTMs and respective readers are highlighted, namely H4K5me-Lethal(3)malignant brain tumor-like protein 2 (L3MBTL2), H4K5me2-L3MBTL2, and H4K5acK8ac-YEATS domain-containing protein 4 (YEATS4). These powerful tools pave the way for future investigation of related epigenetic mechanisms including but not limited to hPTMs.


Subject(s)
Lysine , Nucleosomes , Lysine/metabolism , Protein Processing, Post-Translational , Histones/metabolism , Chromatin , Arginine/metabolism
3.
Am J Physiol Cell Physiol ; 324(4): C843-C855, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36847443

ABSTRACT

We discovered that innate immunity plays an important role in the reprogramming of fibroblasts into cardiomyocytes. In this report, we define the role of a novel retinoic acid-inducible gene 1 Yin Yang 1 (Rig1:YY1) pathway. We found that fibroblast to cardiomyocyte reprogramming efficacy was enhanced by specific Rig1 activators. To understand the mechanism of action, we performed various transcriptomic, nucleosome occupancy, and epigenomic approaches. Analysis of the datasets indicated that Rig1 agonists had no effect on reprogramming-induced changes in nucleosome occupancy or loss of inhibitory epigenetic motifs. Instead, Rig1 agonists were found to modulate cardiac reprogramming by promoting the binding of YY1 specifically to cardiac genes. To conclude, these results show that the Rig1:YY1 pathway plays a critical role in fibroblast to cardiomyocyte reprogramming.


Subject(s)
Nucleosomes , Receptors, Retinoic Acid , Carrier Proteins/metabolism , Fibroblasts/metabolism , Myocytes, Cardiac/metabolism , Receptors, Retinoic Acid/genetics , Receptors, Retinoic Acid/metabolism , Signal Transduction , Humans , Animals
4.
BMC Genomics ; 23(Suppl 1): 301, 2022 Apr 13.
Article in English | MEDLINE | ID: mdl-35418074

ABSTRACT

BACKGROUND: Nucleosome positioning is the precise determination of the location of nucleosomes on DNA sequence. With the continuous advancement of biotechnology and computer technology, biological data is showing explosive growth. It is of practical significance to develop an efficient nucleosome positioning algorithm. Indeed, convolutional neural networks (CNN) can capture local features in DNA sequences, but ignore the order of bases. While the bidirectional recurrent neural network can make up for CNN's shortcomings in this regard and extract the long-term dependent features of DNA sequence. RESULTS: In this work, we use word vectors to represent DNA sequences and propose three new deep learning models for nucleosome positioning, and the integrative model NP_CBiR reaches a better prediction performance. The overall accuracies of NP_CBiR on H. sapiens, C. elegans, and D. melanogaster datasets are 86.18%, 89.39%, and 85.55% respectively. CONCLUSIONS: Benefited by different network structures, NP_CBiR can effectively extract local features and bases order features of DNA sequences, thus can be considered as a complementary tool for nucleosome positioning.


Subject(s)
Deep Learning , Nucleosomes , Animals , Base Sequence , Caenorhabditis elegans/genetics , Drosophila melanogaster/genetics , Nucleosomes/genetics , Plant Extracts
5.
Int J Mol Sci ; 22(10)2021 May 12.
Article in English | MEDLINE | ID: mdl-34066057

ABSTRACT

Poly (ADP-ribose) polymerases (PARP) 1-3 are well-known multi-domain enzymes, catalysing the covalent modification of proteins, DNA, and themselves. They attach mono- or poly-ADP-ribose to targets using NAD+ as a substrate. Poly-ADP-ribosylation (PARylation) is central to the important functions of PARP enzymes in the DNA damage response and nucleosome remodelling. Activation of PARP happens through DNA binding via zinc fingers and/or the WGR domain. Modulation of their activity using PARP inhibitors occupying the NAD+ binding site has proven successful in cancer therapies. For decades, studies set out to elucidate their full-length molecular structure and activation mechanism. In the last five years, significant advances have progressed the structural and functional understanding of PARP1-3, such as understanding allosteric activation via inter-domain contacts, how PARP senses damaged DNA in the crowded nucleus, and the complementary role of histone PARylation factor 1 in modulating the active site of PARP. Here, we review these advances together with the versatility of PARP domains involved in DNA binding, the targets and shape of PARylation and the role of PARPs in nucleosome remodelling.


Subject(s)
Cell Cycle Proteins/chemistry , Nucleosomes/metabolism , Poly (ADP-Ribose) Polymerase-1/chemistry , Poly(ADP-ribose) Polymerases/chemistry , Allosteric Regulation/drug effects , Carrier Proteins/metabolism , Cell Cycle Proteins/metabolism , DNA Repair , Humans , Models, Molecular , Nuclear Proteins/metabolism , Poly (ADP-Ribose) Polymerase-1/metabolism , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , Poly(ADP-ribose) Polymerases/metabolism , Protein Domains/drug effects
6.
J Biol Chem ; 296: 100614, 2021.
Article in English | MEDLINE | ID: mdl-33839154

ABSTRACT

Epigenetic modifications have emerged as critical regulators of virulence genes and stage-specific gene expression in Plasmodium falciparum. However, the specific roles of histone core epigenetic modifications in regulating the stage-specific gene expression are not well understood. In this study, we report an unconventional trimethylation at lysine 64 on histone 3 (H3K64me3) and characterize its functional relevance in P. falciparum. We show that PfSET4 and PfSET5 proteins of P. falciparum methylate H3K64 and that they prefer the nucleosome as a substrate over free histone 3 proteins. Structural analysis of PfSET5 revealed that it interacts with the nucleosome as a dimer. The H3K64me3 mark is dynamic, being enriched in the ring and trophozoite stages and drastically reduced in the schizont stages. Stage-specific global chromatin immunoprecipitation -sequencing analysis of the H3K64me3 mark revealed the selective enrichment of this methyl mark on the genes of exported family proteins in the ring and trophozoite stages and a significant reduction of the same in the schizont stages. Collectively, our data identify a novel epigenetic mark that is associated with the subset of genes encoding for exported proteins, which may regulate their expression in different stages of P. falciparum.


Subject(s)
Erythrocytes/parasitology , Histone Code , Histones/chemistry , Lysine/chemistry , Malaria, Falciparum/parasitology , Plasmodium falciparum/growth & development , Protozoan Proteins/metabolism , DNA Methylation , Histones/genetics , Histones/metabolism , Humans , Lysine/genetics , Lysine/metabolism , Malaria, Falciparum/genetics , Malaria, Falciparum/metabolism , Nucleosomes/parasitology , Plasmodium falciparum/genetics , Plasmodium falciparum/metabolism , Protozoan Proteins/genetics
7.
Cell Rep ; 34(13): 108912, 2021 03 30.
Article in English | MEDLINE | ID: mdl-33789104

ABSTRACT

The fine-scale dynamics from euchromatin (EC) to facultative heterochromatin (fHC) has remained largely unclear. Here, we focus on Xist and its silencing initiator Tsix as a paradigm of transcription-mediated conversion from EC to fHC. In mouse epiblast stem cells, induction of Tsix recapitulates the conversion at the Xist promoter. Investigating the dynamics reveals that the conversion proceeds in a stepwise manner. Initially, a transient opened chromatin structure is observed. In the second step, gene silencing is initiated and dependent on Tsix, which is reversible and accompanied by simultaneous changes in multiple histone modifications. At the last step, maintenance of silencing becomes independent of Tsix and irreversible, which correlates with occupation of the -1 position of the transcription start site by a nucleosome and initiation of DNA methylation introduction. This study highlights the hierarchy of multiple chromatin events upon stepwise gene silencing establishment.


Subject(s)
Euchromatin/metabolism , Heterochromatin/metabolism , Promoter Regions, Genetic , RNA, Long Noncoding/genetics , Transcription, Genetic , Animals , CCCTC-Binding Factor/metabolism , DNA Methylation/genetics , Epigenesis, Genetic , Fibroblasts/cytology , Fibroblasts/metabolism , Gene Silencing , Germ Layers/cytology , Histones/metabolism , Mice , Nucleosomes/metabolism , Protein Processing, Post-Translational , RNA, Long Noncoding/metabolism , Stem Cells/metabolism , YY1 Transcription Factor/metabolism
8.
Annu Rev Genomics Hum Genet ; 22: 147-170, 2021 08 31.
Article in English | MEDLINE | ID: mdl-33781079

ABSTRACT

Nucleosomes wrap DNA and impede access for the machinery of transcription. The core histones that constitute nucleosomes are subject to a diversity of posttranslational modifications, or marks, that impact the transcription of genes. Their functions have sometimes been difficult to infer because the enzymes that write and read them are complex, multifunctional proteins. Here, we examine the evidence for the functions of marks and argue that the major marks perform a fairly small number of roles in either promoting transcription or preventing it. Acetylations and phosphorylations on the histone core disrupt histone-DNA contacts and/or destabilize nucleosomes to promote transcription. Ubiquitylations stimulate methylations that provide a scaffold for either the formation of silencing complexes or resistance to those complexes, and carry a memory of the transcriptional state. Tail phosphorylations deconstruct silencing complexes in particular contexts. We speculate that these fairly simple roles form the basis of transcriptional regulation by histone marks.


Subject(s)
Histone Code , Histones , Acetylation , Histones/genetics , Histones/metabolism , Humans , Methylation , Nucleosomes/genetics
9.
Mol Oncol ; 14(6): 1310-1326, 2020 06.
Article in English | MEDLINE | ID: mdl-32239597

ABSTRACT

Telomerase (hTERT) reactivation and sustained expression is a key event in the process of cellular transformation. Therefore, the identification of the mechanisms regulating hTERT expression is of great interest for the development of new anticancer therapies. Although the epigenetic state of hTERT gene promoter is important, we still lack a clear understanding of the mechanisms by which epigenetic changes affect hTERT expression. Retinoids are well-known inducers of granulocytic maturation in acute promyelocytic leukemia (APL). We have previously shown that retinoids repressed hTERT expression in the absence of maturation leading to growth arrest and cell death. Exploring the mechanisms of this repression, we showed that transcription factor binding was dependent on the epigenetic status of hTERT promoter. In the present study, we used APL cells lines and publicly available datasets from APL patients to further investigate the integrated epigenetic events that promote hTERT promoter transition from its silent to its active state, and inversely. We showed, in APL patients, that the methylation of the distal domain of hTERT core promoter was altered and correlated with the outcome of the disease. Further studies combining complementary approaches carried out on APL cell lines highlighted the significance of a domain outside the minimal promoter, localized around 5 kb upstream from the transcription start site, in activating hTERT. This domain is characterized by DNA hypomethylation and H3K4Me3 deposition. Our findings suggest a cooperative interplay between hTERT promoter methylation, chromatin accessibility, and histone modifications that force the revisiting of previously proposed concepts regarding hTERT epigenetic regulation. They represent, therefore, a major advance in predicting sensitivity to retinoid-induced hTERT repression and, more generally, in the potential development of therapies targeting hTERT expression in cancers.


Subject(s)
DNA Methylation/genetics , Gene Expression Regulation, Leukemic , Histone Code/genetics , Leukemia, Promyelocytic, Acute/drug therapy , Leukemia, Promyelocytic, Acute/genetics , Telomerase/genetics , Tretinoin/therapeutic use , Cell Line, Tumor , Chromatin/metabolism , Cluster Analysis , CpG Islands/genetics , Epigenesis, Genetic/drug effects , Genetic Loci , Genome, Human , Humans , Nucleosomes/drug effects , Nucleosomes/metabolism , Promoter Regions, Genetic , RNA, Messenger/genetics , RNA, Messenger/metabolism , Telomerase/metabolism , Tretinoin/pharmacology
10.
Proc Natl Acad Sci U S A ; 115(52): 13336-13341, 2018 12 26.
Article in English | MEDLINE | ID: mdl-30530664

ABSTRACT

Acetylation of histone H4 at lysine 16 (H4K16) modulates nucleosome-nucleosome interactions and directly affects nucleosome binding by certain proteins. In Drosophila, H4K16 acetylation by the dosage compensation complex subunit Mof is linked to increased transcription of genes on the single X chromosome in males. Here, we analyzed Drosophila containing different H4K16 mutations or lacking Mof protein. An H4K16A mutation causes embryonic lethality in both sexes, whereas an H4K16R mutation permits females to develop into adults but causes lethality in males. The acetyl-mimic mutation H4K16Q permits both females and males to develop into adults. Complementary analyses reveal that males lacking maternally deposited and zygotically expressed Mof protein arrest development during gastrulation, whereas females of the same genotype develop into adults. Together, this demonstrates the causative role of H4K16 acetylation by Mof for dosage compensation in Drosophila and uncovers a previously unrecognized requirement for this process already during the onset of zygotic gene transcription.


Subject(s)
Dosage Compensation, Genetic/genetics , Histones/genetics , Acetylation , Animals , Drosophila Proteins/genetics , Drosophila melanogaster/genetics , Female , Histone Acetyltransferases/metabolism , Histones/metabolism , Lysine/genetics , Male , Nuclear Proteins/metabolism , Nucleosomes/metabolism , Phenotype , Point Mutation/genetics , Protein Processing, Post-Translational/genetics , Sex , Sex Factors , Transcription Factors/metabolism , X Chromosome/metabolism
11.
J Pharm Pharmacol ; 70(12): 1606-1618, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30187481

ABSTRACT

OBJECTIVES: This study aimed to investigate potential gene and signal pathway associated with tumour progression. METHODS: Related microarray data set of breast cancer was obtained from Gene Expression Omnibus database, and differential-expressed genes (DEGs) between two control samples and two treated samples were analysed using statistical software R. We collected 50 epigallocatechin-3-gallate(EGCG)-related genes and 119 breast cancer-related genes to create a knowledge base for following pathway analysis. KEY FINDINGS: A total of 502 mRNAs were identified as DEGs based on microarray analysis. Upregulated DEGs mainly enriched in nuclear nucleosome, cell adhesion, DNA packaging complex, Wnt-activated receptor activity, etc., while the downregulated DEGs significantly enriched in ncRNA processing, mitotic nuclear division, DNA helicase activity, etc. DEGs mostly enriched in gap junction, cell cycle, oxidative phosphorylation, focal adhesion, etc. EGCG suppressed FAK signalling pathway. Furthermore, EGCG could inhibit breast cancer cell proliferation and promote apoptosis by modulating CCND1. CONCLUSIONS: Epigallocatechin 3-gallate might exert influence on breast cancer progression through inhibiting focal adhesion kinase (FAK) signalling pathway.


Subject(s)
Apoptosis , Breast Neoplasms/drug therapy , Catechin/analogs & derivatives , Cell Proliferation/drug effects , Focal Adhesion Protein-Tyrosine Kinases/metabolism , Catechin/pharmacology , Cell Adhesion , Computational Biology , Down-Regulation , Focal Adhesion Protein-Tyrosine Kinases/drug effects , Focal Adhesion Protein-Tyrosine Kinases/genetics , Gene Expression Regulation, Neoplastic , Humans , MCF-7 Cells , Nucleosomes , Oligonucleotide Array Sequence Analysis , RNA, Messenger , Tea
12.
J Biol Chem ; 293(35): 13750-13765, 2018 08 31.
Article in English | MEDLINE | ID: mdl-29945974

ABSTRACT

The histone lysine methyltransferase nuclear receptor-binding SET domain protein 2 (NSD2, also known as WHSC1/MMSET) is an epigenetic modifier and is thought to play a driving role in oncogenesis. Both NSD2 overexpression and point mutations that increase its catalytic activity are associated with several human cancers. Although NSD2 is an attractive therapeutic target, no potent, selective, and bioactive small molecule inhibitors of NSD2 have been reported to date, possibly due to the challenges of developing high-throughput assays for NSD2. Here, to establish a platform for the discovery and development of selective NSD2 inhibitors, we optimized and implemented multiple assays. We performed quantitative high-throughput screening with full-length WT NSD2 and a nucleosome substrate against a diverse collection of bioactive small molecules comprising 16,251 compounds. We further interrogated 174 inhibitory compounds identified in the primary screen with orthogonal and counter assays and with activity assays based on the clinically relevant NSD2 variants E1099K and T1150A. We selected five confirmed inhibitors for follow-up, which included a radiolabeled validation assay, surface plasmon resonance studies, methyltransferase profiling, and histone methylation in cells. We found that all five NSD2 inhibitors bind the catalytic SET domain and one exhibited apparent activity in cells, validating the workflow and providing a template for identifying selective NSD2 inhibitors. In summary, we have established a robust discovery pipeline for identifying potent NSD2 inhibitors from small-molecule libraries.


Subject(s)
Drug Evaluation, Preclinical/methods , Enzyme Inhibitors/pharmacology , Histone-Lysine N-Methyltransferase/antagonists & inhibitors , Nucleosomes/metabolism , Repressor Proteins/antagonists & inhibitors , Small Molecule Libraries/pharmacology , Cell Line, Tumor , Enzyme Inhibitors/chemistry , High-Throughput Screening Assays/methods , Histone-Lysine N-Methyltransferase/metabolism , Humans , Nucleosomes/drug effects , Repressor Proteins/metabolism , Small Molecule Libraries/chemistry
13.
J Biotechnol ; 257: 87-98, 2017 Sep 10.
Article in English | MEDLINE | ID: mdl-28363874

ABSTRACT

Effects of butyrate on CHO producer cells are contradictory, promoting productivity and at the same time repressing proliferation. Though in previous omics studies the background of butyrate impact on producer cells has been investigated, the knowledge about the mechanism is still very limited. As previous proteomic results on this field are mainly based on 2DE-gels, we conducted a label-free MS quantification, based on fast high resolution ESI-MS and a straight forward software solution, to gain insight in shifted cellular processes of CHO cells 25h after butyrate treatment. 118 proteins or subunits with significantly altered abundances were identified suggesting changes in carbohydrate, protein metabolic and cell cycle processes. Effects of butyrate on the nucleosome assembly as a known direct epigenetic influence on HDAC activity turned out to be unexpectedly fast and persistent, as confirmed by Western blots of histone-H4 acetylation. Contradictory to increased cell specific productivity, most elements of protein metabolism exhibited decreased levels after butyrate treatment. In comparison to published results some overlap of our label free MS data could be observed but also apparently diverging findings, showing the need for complementary omics techniques for a holistic view on cellular processes such as response to butyrate.


Subject(s)
Butyric Acid/pharmacology , CHO Cells/drug effects , CHO Cells/metabolism , Animals , Apoptosis/drug effects , Butyrates/pharmacology , Carbohydrate Metabolism/drug effects , Cell Cycle/drug effects , Cell Division/drug effects , Cell Survival , Cricetulus , Histone Code/drug effects , Histones/metabolism , Mass Spectrometry/methods , Metabolic Networks and Pathways/drug effects , Nucleosomes/drug effects , Proteins/metabolism , Proteomics/methods
14.
Biomed Res Int ; 2016: 4904016, 2016.
Article in English | MEDLINE | ID: mdl-27123447

ABSTRACT

Dracaena cinnabari Balf.f. is a red resin endemic to Socotra Island, Yemen. Although there have been several reports on its therapeutic properties, information on its cytotoxicity and anticancer effects is very limited. This study utilized a bioassay-guided fractionation approach to determine the cytotoxic and apoptosis-inducing effects of D. cinnabari on human oral squamous cell carcinoma (OSCC). The cytotoxic effects of D. cinnabari crude extract were observed in a panel of OSCC cell lines and were most pronounced in H400. Only fractions DCc and DCd were active on H400 cells; subfractions DCc15 and DCd16 exhibited the greatest cytotoxicity against H400 cells and D. cinnabari inhibited cells proliferation in a time-dependent manner. This was achieved primarily via apoptosis where externalization of phospholipid phosphatidylserine was observed using DAPI/Annexin V fluorescence double staining mechanism studied through mitochondrial membrane potential assay cytochrome c enzyme-linked immunosorbent and caspases activities revealed depolarization of mitochondrial membrane potential (MMP) and significant activation of caspases 9 and 3/7, concomitant with S phase arrest. Apoptotic proteins array suggested that MMP was regulated by Bcl-2 proteins family as results demonstrated an upregulation of Bax, Bad, and Bid as well as downregulation of Bcl-2. Hence, D. cinnabari has the potential to be developed as an anticancer agent.


Subject(s)
Apoptosis/drug effects , Caspases/metabolism , Cell Cycle Checkpoints/drug effects , Dracaena/chemistry , Mitochondria/metabolism , Mouth Neoplasms/pathology , Neoplasms, Squamous Cell/pathology , Plant Extracts/pharmacology , Proto-Oncogene Proteins c-bcl-2/metabolism , Biological Assay , Cell Proliferation/drug effects , Cell Shape/drug effects , Chemical Fractionation , Cytochromes c/metabolism , DNA Fragmentation/drug effects , Fibroblasts/drug effects , Humans , Inhibitory Concentration 50 , Membrane Potential, Mitochondrial/drug effects , Mitochondria/drug effects , Mouth Neoplasms/metabolism , Neoplasms, Squamous Cell/metabolism , Nucleosomes/drug effects , Nucleosomes/metabolism , Phosphatidylserines/metabolism , S Phase/drug effects , Signal Transduction/drug effects
15.
Proc Natl Acad Sci U S A ; 113(11): 3018-23, 2016 Mar 15.
Article in English | MEDLINE | ID: mdl-26929321

ABSTRACT

Mutations in chromatin-modifying proteins and transcription factors are commonly associated with a wide variety of cancers. Through gain- or loss-of-function, these mutations may result in characteristic alterations of accessible chromatin, indicative of shifts in the landscape of regulatory elements genome-wide. The identification of compounds that reverse a specific chromatin signature could lead to chemical probes or potential therapies. To explore whether chromatin accessibility could serve as a platform for small molecule screening, we adapted formaldehyde-assisted isolation of regulatory elements (FAIRE), a chemical method to enrich for nucleosome-depleted genomic regions, as a high-throughput, automated assay. After demonstrating the validity and robustness of this approach, we applied this method to screen an epigenetically targeted small molecule library by evaluating regions of aberrant nucleosome depletion mediated by EWSR1-FLI1, the chimeric transcription factor critical for the bone and soft tissue tumor Ewing sarcoma. As a class, histone deacetylase inhibitors were greatly overrepresented among active compounds. These compounds resulted in diminished accessibility at targeted sites by disrupting transcription of EWSR1-FLI1. Capitalizing on precise differences in chromatin accessibility for drug discovery efforts offers significant advantages because it does not depend on the a priori selection of a single molecular target and may detect novel biologically relevant pathways.


Subject(s)
Chromatin/drug effects , High-Throughput Screening Assays/methods , Oncogene Proteins, Fusion/antagonists & inhibitors , Transcription, Genetic/drug effects , Antineoplastic Agents/isolation & purification , Antineoplastic Agents/pharmacology , Bone Neoplasms/pathology , Cell Line, Tumor , Chromatin/ultrastructure , Drug Design , Drug Evaluation, Preclinical , Histone Deacetylase Inhibitors/isolation & purification , Histone Deacetylase Inhibitors/pharmacology , Histones/metabolism , Human Umbilical Vein Endothelial Cells , Humans , Hydroxamic Acids/pharmacology , Indoles/pharmacology , Molecular Targeted Therapy , Nucleosomes/ultrastructure , Oncogene Proteins, Fusion/genetics , Panobinostat , Phenylbutyrates/pharmacology , Sarcoma, Ewing/pathology , Small Molecule Libraries , Vorinostat
16.
Article in English | WPRIM | ID: wpr-56135

ABSTRACT

It is well established that there is a heritable element of susceptibility to chronic human ailments, yet there is compelling evidence that some components of such heritability are transmitted through non-genetic factors. Due to the complexity of reproductive processes, identifying the inheritance patterns of these factors is not easy. But little doubt exists that besides the genomic backbone, a range of epigenetic cues affect our genetic programme. The inter-generational transmission of epigenetic marks is believed to operate via four principal means that dramatically differ in their information content: DNA methylation, histone modifications, microRNAs and nucleosome positioning. These epigenetic signatures influence the cellular machinery through positive and negative feedback mechanisms either alone or interactively. Understanding how these mechanisms work to activate or deactivate parts of our genetic programme not only on a day-to-day basis but also over generations is an important area of reproductive health research.


Subject(s)
Humans , Cues , DNA Methylation , Epigenomics , Family Characteristics , Histone Code , Inheritance Patterns , MicroRNAs , Nucleosomes , Reproductive Health
17.
J Huazhong Univ Sci Technolog Med Sci ; 35(5): 736-741, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26489631

ABSTRACT

In this study, one immortalized human normal prostatic epithelial cell line (BPH) and four human prostate cancer cell lines (LNCaP, 22Rv1, PC-3, and DU-145) were treated with Ganoderma Lucidum triterpenoids (GLT) at different doses and for different time periods. Cell viability, apoptosis, and cell cycle were analyzed using flow cytometry and chemical assays. Gene expression and binding to DNA were assessed using real-time PCR and Western blotting. It was found that GLT dose-dependently inhibited prostate cancer cell growth through induction of apoptosis and cell cycle arrest at G1 phase. GLT-induced apoptosis was due to activation of Caspases-9 and -3 and turning on the downstream apoptotic events. GLT-induced cell cycle arrest (mainly G1 arrest) was due to up-regulation of p21 expression at the early time and down-regulation of cyclin-dependent kinase 4 (CDK4) and E2F1 expression at the late time. These findings demonstrate that GLT suppresses prostate cancer cell growth by inducing growth arrest and apoptosis, which might suggest that GLT or Ganoderma Lucidum could be used as a potential therapeutic drug for prostate cancer.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , G1 Phase Cell Cycle Checkpoints/drug effects , Gene Expression Regulation, Neoplastic , Prostate/drug effects , Reishi/chemistry , Triterpenes/pharmacology , Antineoplastic Agents, Phytogenic/isolation & purification , Apoptosis/drug effects , Caspase 3/genetics , Caspase 3/metabolism , Caspase 9/genetics , Caspase 9/metabolism , Cell Line, Tumor , Cell Survival/drug effects , Cyclin D1/genetics , Cyclin D1/metabolism , Cyclin-Dependent Kinase 4/genetics , Cyclin-Dependent Kinase 4/metabolism , Cyclin-Dependent Kinase Inhibitor p21/genetics , Cyclin-Dependent Kinase Inhibitor p21/metabolism , Dose-Response Relationship, Drug , E2F1 Transcription Factor/genetics , E2F1 Transcription Factor/metabolism , G1 Phase Cell Cycle Checkpoints/genetics , Humans , Male , Nucleosomes/drug effects , Nucleosomes/metabolism , Nucleosomes/pathology , Plant Extracts/chemistry , Prostate/metabolism , Prostate/pathology , Signal Transduction , Triterpenes/isolation & purification
18.
Article in English | WPRIM | ID: wpr-250349

ABSTRACT

In this study, one immortalized human normal prostatic epithelial cell line (BPH) and four human prostate cancer cell lines (LNCaP, 22Rv1, PC-3, and DU-145) were treated with Ganoderma Lucidum triterpenoids (GLT) at different doses and for different time periods. Cell viability, apoptosis, and cell cycle were analyzed using flow cytometry and chemical assays. Gene expression and binding to DNA were assessed using real-time PCR and Western blotting. It was found that GLT dose-dependently inhibited prostate cancer cell growth through induction of apoptosis and cell cycle arrest at G1 phase. GLT-induced apoptosis was due to activation of Caspases-9 and -3 and turning on the downstream apoptotic events. GLT-induced cell cycle arrest (mainly G1 arrest) was due to up-regulation of p21 expression at the early time and down-regulation of cyclin-dependent kinase 4 (CDK4) and E2F1 expression at the late time. These findings demonstrate that GLT suppresses prostate cancer cell growth by inducing growth arrest and apoptosis, which might suggest that GLT or Ganoderma Lucidum could be used as a potential therapeutic drug for prostate cancer.


Subject(s)
Humans , Male , Antineoplastic Agents, Phytogenic , Pharmacology , Apoptosis , Caspase 3 , Genetics , Metabolism , Caspase 9 , Genetics , Metabolism , Cell Line, Tumor , Cell Survival , Cyclin D1 , Genetics , Metabolism , Cyclin-Dependent Kinase 4 , Genetics , Metabolism , Cyclin-Dependent Kinase Inhibitor p21 , Genetics , Metabolism , Dose-Response Relationship, Drug , E2F1 Transcription Factor , Genetics , Metabolism , G1 Phase Cell Cycle Checkpoints , Genetics , Gene Expression Regulation, Neoplastic , Nucleosomes , Metabolism , Pathology , Plant Extracts , Chemistry , Prostate , Metabolism , Pathology , Reishi , Chemistry , Signal Transduction , Triterpenes , Pharmacology
19.
Bioinformatics ; 30(20): 2868-74, 2014 Oct 15.
Article in English | MEDLINE | ID: mdl-24974204

ABSTRACT

MOTIVATION: Transcriptional regulation is directly enacted by the interactions between DNA and many proteins, including transcription factors (TFs), nucleosomes and polymerases. A critical step in deciphering transcriptional regulation is to infer, and eventually predict, the precise locations of these interactions, along with their strength and frequency. While recent datasets yield great insight into these interactions, individual data sources often provide only partial information regarding one aspect of the complete interaction landscape. For example, chromatin immunoprecipitation (ChIP) reveals the binding positions of a protein, but only for one protein at a time. In contrast, nucleases like MNase and DNase can be used to reveal binding positions for many different proteins at once, but cannot easily determine the identities of those proteins. Currently, few statistical frameworks jointly model these different data sources to reveal an accurate, holistic view of the in vivo protein-DNA interaction landscape. RESULTS: Here, we develop a novel statistical framework that integrates different sources of experimental information within a thermodynamic model of competitive binding to jointly learn a holistic view of the in vivo protein-DNA interaction landscape. We show that our framework learns an interaction landscape with increased accuracy, explaining multiple sets of data in accordance with thermodynamic principles of competitive DNA binding. The resulting model of genomic occupancy provides a precise mechanistic vantage point from which to explore the role of protein-DNA interactions in transcriptional regulation. AVAILABILITY AND IMPLEMENTATION: The C source code for compete and Python source code for MCMC-based inference are available at http://www.cs.duke.edu/∼amink. CONTACT: amink@cs.duke.edu SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Computational Biology/methods , DNA-Binding Proteins/metabolism , DNA/metabolism , Models, Biological , Binding, Competitive , DNA/genetics , Gene Expression Regulation , Nucleosomes/genetics , Nucleosomes/metabolism , Protein Binding , Thermodynamics , Transcription Factors/metabolism , Transcription, Genetic
20.
Arthritis Res Ther ; 16(3): R122, 2014 Jun 13.
Article in English | MEDLINE | ID: mdl-24928093

ABSTRACT

INTRODUCTION: Neutrophil extracellular traps (NETs) have recently been implicated in a number of autoimmune conditions, including rheumatoid arthritis (RA). We examined the underlying signaling pathways triggering enhanced NETosis in RA and ascertained whether the products of NETosis had diagnostic implications or usefulness. METHODS: Neutrophils were isolated from RA patients with active disease and from controls. Spontaneous NET formation from RA and control neutrophils was assessed in vitro with microscopy and enzyme-linked immunosorbent assay (ELISA) for NETosis-derived products. The analysis of the signal-transduction cascade included reactive oxygen species (ROS) production, myeloperoxidase (MPO), neutrophil elastase (NE), peptidyl arginine deiminase 4 (PAD4), and citrullinated histone 3 (citH3). NET formation was studied in response to serum and synovial fluid and immunoglobulin G (IgG) depleted and reconstituted serum. Serum was analyzed for NETosis-derived products, for which receiver operator characteristic (ROC) curves were calculated. RESULTS: Neutrophils from RA cases exhibited increased spontaneous NET formation in vitro, associated with elevated ROS production, enhanced NE and MPO expression, nuclear translocation of PAD4, PAD4-mediated citrullination of H3, and altered nuclear morphology. NET formation in both anti-citrullinated peptide antibody (ACPA)-positive and -negative RA was abolished by IgG depletion, but restored only with ACPA-positive IgG. NETosis-derived products in RA serum demonstrated diagnostic potential, the ROC area under the curve for cell-free nucleosomes being >97%, with a sensitivity of 91% and a specificity of 92%. No significant difference was observed between ACPA-positive and -negative cases. CONCLUSIONS: Signaling elements associated with the extrusion of NETs are significantly enhanced to promote NETosis in RA compared with healthy controls. NETosis depended on the presence of ACPA in ACPA-positive RA serum. The quantitation of NETosis-derived products, such as cell-free nucleosomes in serum, may be a useful complementary tool to discriminate between healthy controls and RA cases.


Subject(s)
Arthritis, Rheumatoid/immunology , Extracellular Traps/immunology , Neutrophils/immunology , Signal Transduction/immunology , Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/diagnosis , Autoantibodies/immunology , Blotting, Western , Cells, Cultured , Citrulline/metabolism , DNA/immunology , DNA/metabolism , Extracellular Traps/genetics , Extracellular Traps/metabolism , Female , Histones/immunology , Histones/metabolism , Humans , Hydrolases/genetics , Hydrolases/immunology , Hydrolases/metabolism , Immunohistochemistry , Leukocyte Elastase/immunology , Leukocyte Elastase/metabolism , Male , Microscopy, Electron, Scanning , Microscopy, Fluorescence , Middle Aged , Neutrophils/metabolism , Neutrophils/ultrastructure , Nucleosomes/immunology , Nucleosomes/metabolism , Peptides, Cyclic/immunology , Peroxidase/immunology , Peroxidase/metabolism , Protein-Arginine Deiminase Type 4 , Protein-Arginine Deiminases , Reactive Oxygen Species/immunology , Reactive Oxygen Species/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Synovial Fluid/immunology
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