Genome-Wide Mapping of Histone H3 Lysine 4 Trimethylation in Eucalyptus
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Analysis of Gene Expression Data for Gene Ontology
ANALYSIS OF GENE EXPRESSION DATA FOR GENE ONTOLOGY BASED PROTEIN FUNCTION PREDICTION A Thesis Presented to The Graduate Faculty of The University of Akron In Partial Fulfillment of the Requirements for the Degree Master of Science Robert Daniel Macholan May 2011 ANALYSIS OF GENE EXPRESSION DATA FOR GENE ONTOLOGY BASED PROTEIN FUNCTION PREDICTION Robert Daniel Macholan Thesis Approved: Accepted: _______________________________ _______________________________ Advisor Department Chair Dr. Zhong-Hui Duan Dr. Chien-Chung Chan _______________________________ _______________________________ Committee Member Dean of the College Dr. Chien-Chung Chan Dr. Chand K. Midha _______________________________ _______________________________ Committee Member Dean of the Graduate School Dr. Yingcai Xiao Dr. George R. Newkome _______________________________ Date ii ABSTRACT A tremendous increase in genomic data has encouraged biologists to turn to bioinformatics in order to assist in its interpretation and processing. One of the present challenges that need to be overcome in order to understand this data more completely is the development of a reliable method to accurately predict the function of a protein from its genomic information. This study focuses on developing an effective algorithm for protein function prediction. The algorithm is based on proteins that have similar expression patterns. The similarity of the expression data is determined using a novel measure, the slope matrix. The slope matrix introduces a normalized method for the comparison of expression levels throughout a proteome. The algorithm is tested using real microarray gene expression data. Their functions are characterized using gene ontology annotations. The results of the case study indicate the protein function prediction algorithm developed is comparable to the prediction algorithms that are based on the annotations of homologous proteins. -
DNA Methylation Regulates Discrimination of Enhancers From
Sharifi-Zarchi et al. BMC Genomics (2017) 18:964 DOI 10.1186/s12864-017-4353-7 RESEARCHARTICLE Open Access DNA methylation regulates discrimination of enhancers from promoters through a H3K4me1-H3K4me3 seesaw mechanism Ali Sharifi-Zarchi1,2,3,4†, Daniela Gerovska5†, Kenjiro Adachi6, Mehdi Totonchi3, Hamid Pezeshk7,8, Ryan J. Taft9, Hans R. Schöler6,10, Hamidreza Chitsaz2, Mehdi Sadeghi8,11, Hossein Baharvand3,12* and Marcos J. Araúzo-Bravo5,13,14* Abstract Background: DNA methylation at promoters is largely correlated with inhibition of gene expression. However, the role of DNA methylation at enhancers is not fully understood, although a crosstalk with chromatin marks is expected. Actually, there exist contradictory reports about positive and negative correlations between DNA methylation and H3K4me1, a chromatin hallmark of enhancers. Results: We investigated the relationship between DNA methylation and active chromatin marks through genome- wide correlations, and found anti-correlation between H3K4me1 and H3K4me3 enrichment at low and intermediate DNA methylation loci. We hypothesized “seesaw” dynamics between H3K4me1 and H3K4me3 in the low and intermediate DNA methylation range, in which DNA methylation discriminates between enhancers and promoters, marked by H3K4me1 and H3K4me3, respectively. Low methylated regions are H3K4me3 enriched, while those with intermediate DNA methylation levels are progressively H3K4me1 enriched. Additionally, the enrichment of H3K27ac, distinguishing active from primed enhancers, follows a plateau in the lower range of the intermediate DNA methylation level, corresponding to active enhancers, and decreases linearly in the higher range of the intermediate DNA methylation. Thus, the decrease of the DNA methylation switches smoothly the state of the enhancers from a primed to an active state. -
Modes of Interaction of KMT2 Histone H3 Lysine 4 Methyltransferase/COMPASS Complexes with Chromatin
cells Review Modes of Interaction of KMT2 Histone H3 Lysine 4 Methyltransferase/COMPASS Complexes with Chromatin Agnieszka Bochy ´nska,Juliane Lüscher-Firzlaff and Bernhard Lüscher * ID Institute of Biochemistry and Molecular Biology, Medical School, RWTH Aachen University, Pauwelsstrasse 30, 52057 Aachen, Germany; [email protected] (A.B.); jluescher-fi[email protected] (J.L.-F.) * Correspondence: [email protected]; Tel.: +49-241-8088850; Fax: +49-241-8082427 Received: 18 January 2018; Accepted: 27 February 2018; Published: 2 March 2018 Abstract: Regulation of gene expression is achieved by sequence-specific transcriptional regulators, which convey the information that is contained in the sequence of DNA into RNA polymerase activity. This is achieved by the recruitment of transcriptional co-factors. One of the consequences of co-factor recruitment is the control of specific properties of nucleosomes, the basic units of chromatin, and their protein components, the core histones. The main principles are to regulate the position and the characteristics of nucleosomes. The latter includes modulating the composition of core histones and their variants that are integrated into nucleosomes, and the post-translational modification of these histones referred to as histone marks. One of these marks is the methylation of lysine 4 of the core histone H3 (H3K4). While mono-methylation of H3K4 (H3K4me1) is located preferentially at active enhancers, tri-methylation (H3K4me3) is a mark found at open and potentially active promoters. Thus, H3K4 methylation is typically associated with gene transcription. The class 2 lysine methyltransferases (KMTs) are the main enzymes that methylate H3K4. KMT2 enzymes function in complexes that contain a necessary core complex composed of WDR5, RBBP5, ASH2L, and DPY30, the so-called WRAD complex. -
Modeling of Histone Modifications Reveals Formation Mechanism and Function of Bivalent Chromatin
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.03.429504; this version posted February 3, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. Modeling of histone modifications reveals formation mechanism and function of bivalent chromatin Wei Zhao1,2, Lingxia Qiao1, Shiyu Yan2, Qing Nie3,*, Lei Zhang1,2,* 1 Beijing International Center for Mathematical Research, Peking University, Beijing 100871, China 2 Center for Quantitative Biology, Peking University, Beijing 100871, China 3 Department of Mathematics and Department of Developmental and Cell Biology, University of California Irvine, Irvine, CA 92697, USA. *Corresponding authors: Qing Nie, email: [email protected]; Lei Zhang, email: [email protected] Abstract Bivalent chromatin is characterized by occupation of both activating histone modifications and repressive histone modifications. While bivalent chromatin is known to link with many biological processes, the mechanisms responsible for its multiple functions remain unclear. Here, we develop a mathematical model that involves antagonistic histone modifications H3K4me3 and H3K27me3 to capture the key features of bivalent chromatin. Three necessary conditions for the emergence of bivalent chromatin are identified, including advantageous methylating activity over demethylating activity, frequent noise conversions of modifications, and sufficient nonlinearity. The first condition is further confirmed by analyzing the -
Epigenetic Regulation of Promiscuous Gene Expression in Thymic Medullary Epithelial Cells
Epigenetic regulation of promiscuous gene expression in thymic medullary epithelial cells Lars-Oliver Tykocinskia,1,2, Anna Sinemusa,1, Esmail Rezavandya, Yanina Weilandb, David Baddeleyb, Christoph Cremerb, Stephan Sonntagc, Klaus Willeckec, Jens Derbinskia, and Bruno Kyewskia,3 aDivision of Developmental Immunology, Tumor Immunology Program, German Cancer Research Center, D-69120 Heidelberg, Germany; bKirchhoff Institute for Physics, University of Heidelberg, D-69120 Heidelberg, Germany; and cInstitute for Genetics, University of Bonn, D-53117 Bonn, Germany Edited* by Philippa Marrack, National Jewish Health, Denver, CO, and approved September 28, 2010 (received for review July 2, 2010) Thymic central tolerance comprehensively imprints the T-cell re- ing of delimited regions allowing access of general and specific ceptor repertoire before T cells seed the periphery. Medullary transcriptional factors to act on gene-specific control elements thymic epithelial cells (mTECs) play a pivotal role in this process by (8). This scenario is clearly different from the intricate regulation virtue of promiscuous expression of tissue-restricted autoantigens. of functionally related gene families like the Hox gene locus or β The molecular regulation of this unusual gene expression, in the -globin gene locus (9). A similar phenomenon as observed in Drosophila particular the involvement of epigenetic mechanisms is only poorly has been reported for housekeeping genes but not for understood. By studying promiscuous expression of the mouse TRAs in vertebrates (10). casein locus, we report that transcription of this locus proceeds Here we analyzed the interrelationship between emerging gene expression patterns at the single cell level, promoter-associated from a delimited region (“entry site”) to increasingly complex pat- epigenetic marks, and the differentiation of mTECs in the murine terns along with mTEC maturation. -
Genome-Wide Analysis of Transcriptional Bursting-Induced Noise in Mammalian Cells
bioRxiv preprint doi: https://doi.org/10.1101/736207; this version posted August 15, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. Title: Genome-wide analysis of transcriptional bursting-induced noise in mammalian cells Authors: Hiroshi Ochiai1*, Tetsutaro Hayashi2, Mana Umeda2, Mika Yoshimura2, Akihito Harada3, Yukiko Shimizu4, Kenta Nakano4, Noriko Saitoh5, Hiroshi Kimura6, Zhe Liu7, Takashi Yamamoto1, Tadashi Okamura4,8, Yasuyuki Ohkawa3, Itoshi Nikaido2,9* Affiliations: 1Graduate School of Integrated Sciences for Life, Hiroshima University, Higashi-Hiroshima, Hiroshima, 739-0046, Japan 2Laboratory for Bioinformatics Research, RIKEN BDR, Wako, Saitama, 351-0198, Japan 3Division of Transcriptomics, Medical Institute of Bioregulation, Kyushu University, Fukuoka, Fukuoka, 812-0054, Japan 4Department of Animal Medicine, National Center for Global Health and Medicine (NCGM), Tokyo, 812-0054, Japan 5Division of Cancer Biology, The Cancer Institute of JFCR, Tokyo, 135-8550, Japan 6Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology, Yokohama, Kanagawa, 226-8503, Japan 7Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, 20147, USA 8Section of Animal Models, Department of Infectious Diseases, National Center for Global Health and Medicine (NCGM), Tokyo, 812-0054, Japan 9Bioinformatics Course, Master’s/Doctoral Program in Life Science Innovation (T-LSI), School of Integrative and Global Majors (SIGMA), University of Tsukuba, Wako, 351-0198, Japan *Corresponding authors Corresponding authors e-mail addresses Hiroshi Ochiai, [email protected] Itoshi Nikaido, [email protected] bioRxiv preprint doi: https://doi.org/10.1101/736207; this version posted August 15, 2019. -
UNIVERSITY of CALIFORNIA RIVERSIDE Investigations Into The
UNIVERSITY OF CALIFORNIA RIVERSIDE Investigations into the Role of TAF1-mediated Phosphorylation in Gene Regulation A Dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy in Cell, Molecular and Developmental Biology by Brian James Gadd December 2012 Dissertation Committee: Dr. Xuan Liu, Chairperson Dr. Frank Sauer Dr. Frances M. Sladek Copyright by Brian James Gadd 2012 The Dissertation of Brian James Gadd is approved Committee Chairperson University of California, Riverside Acknowledgments I am thankful to Dr. Liu for her patience and support over the last eight years. I am deeply indebted to my committee members, Dr. Frank Sauer and Dr. Frances Sladek for the insightful comments on my research and this dissertation. Thanks goes out to CMDB, especially Dr. Bachant, Dr. Springer and Kathy Redd for their support. Thanks to all the members of the Liu lab both past and present. A very special thanks to the members of the Sauer lab, including Silvia, Stephane, David, Matt, Stephen, Ninuo, Toby, Josh, Alice, Alex and Flora. You have made all the years here fly by and made them so enjoyable. From the Sladek lab I want to thank Eugene, John, Linh and Karthi. Special thanks go out to all the friends I’ve made over the years here. Chris, Amber, Stephane and David, thank you so much for feeding me, encouraging me and keeping me sane. Thanks to the brothers for all your encouragement and prayers. To any I haven’t mentioned by name, I promise I haven’t forgotten all you’ve done for me during my graduate years. -
H3k4me3 Is Neither Instructive For, Nor Informed By, Transcription
bioRxiv preprint first posted online Jul. 19, 2019; doi: http://dx.doi.org/10.1101/709014. The copyright holder for this preprint (which was not peer-reviewed) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license. H3K4me3 is neither instructive for, nor informed by, transcription. Struan C Murray1, Philipp Lorenz1, Françoise S Howe1, Meredith Wouters1, Thomas Brown1, Shidong Xi1, Harry Fischl1, Walaa Khushaim1, Joseph Regish Rayappu1, Andrew Angel1 & Jane Mellor1* 1Department of Biochemistry, University of Oxford, Oxford, OX1 3QU, UK. *Corresponding author. Tel: +44 1865 613241; E-mail: [email protected] Key words histone modification; gene regulation; H3K4me3; chromatin; RNA polymerase Abstract H3K4me3 is a near-universal histone modification found predominantly at the 5’ region of genes, with a well-documented association with gene activity. H3K4me3 has been ascribed roles as both an instructor of gene expression and also a downstream consequence of expression, yet neither has been convincingly proven on a genome-wide scale. Here we test these relationships using a combination of bioinformatics, modelling and experimental data from budding yeast in which the levels of H3K4me3 have been massively ablated. We find that loss of H3K4me3 has no effect on the levels of nascent transcription or transcript in the population. Moreover, we observe no change in the rates of transcription initiation, elongation, mRNA export or turnover, or in protein levels, or cell-to-cell variation of mRNA. Loss of H3K4me3 also has no effect on the large changes in gene expression patterns that follow galactose induction. -
Dual Recognition of H3k4me3 and H3k27me3 by a Plant Histone Reader SHL
ARTICLE DOI: 10.1038/s41467-018-04836-y OPEN Dual recognition of H3K4me3 and H3K27me3 by a plant histone reader SHL Shuiming Qian1,2, Xinchen Lv3,4, Ray N. Scheid1,2,LiLu1,2, Zhenlin Yang3,4, Wei Chen3, Rui Liu3, Melissa D. Boersma2, John M. Denu2,5,6, Xuehua Zhong 1,2 & Jiamu Du 3 The ability of a cell to dynamically switch its chromatin between different functional states constitutes a key mechanism regulating gene expression. Histone mark “readers” display 1234567890():,; distinct binding specificity to different histone modifications and play critical roles in reg- ulating chromatin states. Here, we show a plant-specific histone reader SHORT LIFE (SHL) capable of recognizing both H3K27me3 and H3K4me3 via its bromo-adjacent homology (BAH) and plant homeodomain (PHD) domains, respectively. Detailed biochemical and structural studies suggest a binding mechanism that is mutually exclusive for either H3K4me3 or H3K27me3. Furthermore, we show a genome-wide co-localization of SHL with H3K27me3 and H3K4me3, and that BAH-H3K27me3 and PHD-H3K4me3 interactions are important for SHL-mediated floral repression. Together, our study establishes BAH-PHD cassette as a dual histone methyl-lysine binding module that is distinct from others in recognizing both active and repressive histone marks. 1 Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI 53706, USA. 2 Wisconsin Institute for Discovery, University of Wisconsin-Madison, Madison, WI 53706, USA. 3 National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Shanghai Center for Plant Stress Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 201602, China. -
Structure and Mechanism of the RNA Polymerase II Transcription Machinery
Downloaded from genesdev.cshlp.org on October 9, 2021 - Published by Cold Spring Harbor Laboratory Press REVIEW Structure and mechanism of the RNA polymerase II transcription machinery Allison C. Schier and Dylan J. Taatjes Department of Biochemistry, University of Colorado, Boulder, Colorado 80303, USA RNA polymerase II (Pol II) transcribes all protein-coding ingly high resolution, which has rapidly advanced under- genes and many noncoding RNAs in eukaryotic genomes. standing of the molecular basis of Pol II transcription. Although Pol II is a complex, 12-subunit enzyme, it lacks Structural biology continues to transform our under- the ability to initiate transcription and cannot consistent- standing of complex biological processes because it allows ly transcribe through long DNA sequences. To execute visualization of proteins and protein complexes at or near these essential functions, an array of proteins and protein atomic-level resolution. Combined with mutagenesis and complexes interact with Pol II to regulate its activity. In functional assays, structural data can at once establish this review, we detail the structure and mechanism of how enzymes function, justify genetic links to human dis- over a dozen factors that govern Pol II initiation (e.g., ease, and drive drug discovery. In the past few decades, TFIID, TFIIH, and Mediator), pausing, and elongation workhorse techniques such as NMR and X-ray crystallog- (e.g., DSIF, NELF, PAF, and P-TEFb). The structural basis raphy have been complemented by cryoEM, cross-linking for Pol II transcription regulation has advanced rapidly mass spectrometry (CXMS), and other methods. Recent in the past decade, largely due to technological innova- improvements in data collection and imaging technolo- tions in cryoelectron microscopy. -
Cpg Islands and the Regulation of Transcription
Downloaded from genesdev.cshlp.org on September 24, 2021 - Published by Cold Spring Harbor Laboratory Press REVIEW CpG islands and the regulation of transcription Aime´e M. Deaton and Adrian Bird1 The Wellcome Trust Centre for Cell Biology, University of Edinburgh, Edinburgh EH9 3JR, United Kingdom Vertebrate CpG islands (CGIs) are short interspersed DNA In spite of their link with transcription, the functional sequences that deviate significantly from the average significance of CGIs is only just beginning to emerge. CGI genomic pattern by being GC-rich, CpG-rich, and pre- promoters turn out to have distinctive patterns of tran- dominantly nonmethylated. Most, perhaps all, CGIs are scription initiation and chromatin configuration. Their sites of transcription initiation, including thousands that regulation involves proteins (some of which specifically are remote from currently annotated promoters. Shared bind nonmethylated CpG) that influence the modifica- DNA sequence features adapt CGIs for promoter function tion status of CGI chromatin. In addition, the CpG moieties by destabilizing nucleosomes and attracting proteins that themselves are sometimes subject to cytosine methylation, create a transcriptionally permissive chromatin state. which correlates with stable shutdown of the associated Silencing of CGI promoters is achieved through dense promoter. Here we examine the properties shared by ver- CpG methylation or polycomb recruitment, again using tebrate CGIs and how transcription is regulated at these their distinctive DNA sequence composition. CGIs are sites. Recent related reviews include Illingworth and Bird therefore generically equipped to influence local chroma- (2009), Mohn and Schubeler (2009), and Blackledge and tin structure and simplify regulation of gene activity. Klose (2011). Vertebrate genomes are methylated predominantly at the Evolutionary conservation of CGIs dinucleotide CpG, and consequently are CpG-deficient owing to the mutagenic properties of methylcytosine CGIs are distinct in vertebrates due to their lack of DNA (Coulondre et al. -
Chromatin Dynamics During DNA Replication Raz Bar-Ziv*, Yoav Voichek* and Naama Barkai†
Downloaded from genome.cshlp.org on October 5, 2021 - Published by Cold Spring Harbor Laboratory Press Chromatin Dynamics during DNA Replication Raz Bar-Ziv*, Yoav Voichek* and Naama Barkai† Affiliations: Department of Molecular Genetics, Weizmann Institute of Science, Rehovot 76100, Israel. *these authors contributed equally to the manuscript †Correspondence to: [email protected] Keywords: Chromatin; Replication; Summary: Chromatin is composed of DNA and histones, which provide a unified platform for regulating DNA-related processes, mostly through their post translational modification. During DNA replication, histone arrangement is perturbed, to first allow progression of DNA polymerase and then during repackaging of the replicated DNA. To study how DNA replication influences the pattern of histone modification, we followed the cell-cycle dynamics of ten histone marks in budding yeast. We find that histones deposited on newly replicated DNA are modified at different rates; while some marks appear immediately upon replication (e.g. H4K16ac, H3K4me1), others increase with transcription-dependent delays (e.g. H3K4me3, H3K36me3). Notably, H3K9ac was deposited as a wave preceding the replication fork by ~5-6 kb. This replication-guided H3K9ac was fully dependent on the acetyltransferase Rtt109, while expression-guided H3K9ac was deposited by Gcn5. Further, topoisomerase depletion intensified H3K9ac in front of the replication fork, and in sites where RNA polymerase II was trapped, suggesting supercoiling stresses trigger H3K9 acetylation. Our results assign complementary roles for DNA replication and gene expression in defining the pattern of histone modification. Introduction: In eukaryotic cells, DNA is wrapped around histone octamers to form nucleosomes, the basic building blocks of the chromatin structure.