通过系统分析揭示组蛋白修饰模式与转录因子结合之间的关联

转录因子对顺势调控元件的选择性结合,在哺乳动物细胞类型特异的基因表达中扮演重要的角色.这个过程受到染色质表观遗传状态的潜在调控.近期,染色质免疫共沉淀结合测序的研究提供了大量泛基因组水平的数据,阐述转录因子结合以及组蛋白修饰的位点,这为系统地研究转录因子和表观遗传标记之间的空间及调控关系提供了基础.该研究对公共数据库中的染色质免疫共沉淀结合测序数据进行整合分析,涉及5个细胞系中的85种转录因子、9种组蛋白修饰,目的是研究转录因子结合位点与组蛋白修饰模式以及基因表达在泛基因组水平上的关联.作者发现,不同转录因子与组蛋白修饰的共定位模式高度一致,并且组蛋白修饰在距离转录因子结合位点约500碱基对的位置富集.作者还发现,转录因子结合位点的占有率与活性组蛋白修饰的水平和双峰模式正相关,并且启动子区域组蛋白修饰的双峰和共定位模式和基因的高转录水平相一致.组蛋白修饰模式、转录因子结合位点的占有率与基因转录之间的关联暗示了细胞可能利用的基因表达调控机制.     

Combinatorial chromatin modification patterns in the human genome revealed by subspace clustering

Chromatin modifications, such as post-translational modification of histone proteins and incorporation of histone variants, play an important role in regulating gene expression. Joint analyses of multiple histone modification maps are starting to reveal combinatorial patterns of modifications that are associated with functional DNA elements, providing support to the 'histone code' hypothesis. However, due to the lack of analytical methods, only a small number of chromatin modification patterns have been discovered so far. Here, we introduce a scalable subspace clustering algorithm, coherent and shifted bicluster identification (CoSBI), to exhaustively identify the set of combinatorial modification patterns across a given epigenome. Performance comparisons demonstrate that CoSBI can generate biclusters with higher intra-cluster coherency and biological relevance. We apply our algorithm to a compendium of 39 genome-wide chromatin modification maps in human CD4(+) T cells. We identify 843 combinatorial patterns that recur at >0.1% of the genome. A total of 19 chromatin modifications are observed in the combinatorial patterns, 10 of which occur in more than half of the patterns. We also identify combinatorial modification signatures for eight classes of functional DNA elements. Application of CoSBI to epigenome maps of different cells and developmental stages will aid in understanding how chromatin structure helps regulate gene expression.     

Genome-wide analysis of histone modifications by ChIP-on-chip

Post-translational modifications to histone proteins regulate the packaging of genomic DNA into chromatin, gene activity and other functions of the genome. They are understood to play key roles in embryonic development and disease pathogenesis. Recent advances in technology have made it possible to analyze chromatin structure genome-wide in mammalian cells. Global patterns of histone modifications can be observed using a technique called ChIP-on-chip, which combines the specificity of chromatin immunoprecipitation with the unbiased, high-throughput capabilities of microarrays. The resulting maps provide insight into the functions of, and relationships between, different modifications. Here, we provide validated ChIP-on-chip methods for analyzing histone modification patterns at genome-scale in mammalian cells.     

LinkNMF: Identification of histone modification modules in the human genome using nonnegative matrix factorization

Histone modifications are ubiquitous processes involved in various cellular mechanisms. Systemic analysis of multiple chromatin modifications has been used to characterize various chromatin states associated with functional DNA elements, gene expression, and specific biological functions. However, identification of modular modification patterns is still required to understand the functional associations between histone modification patterns and specific chromatin/DNA binding factors. To recognize modular modification patterns, we developed a novel algorithm that combines nonnegative matrix factorization (NMF) and a clique-detection algorithm. We applied it, called LinkNMF, to generate a comprehensive modification map in human CD4 + T cell promoter regions. Initially, we identified 11 modules not recognized by conventional approaches. The modules were grouped into two major classes: gene activation and repression. We found that genes targeted by each module were enriched with distinguishable biological functions, suggesting that each modular pattern plays a unique functional role. To explain the formation of modular patterns, we investigated the module-specific binding patterns of chromatin regulators. Application of LinkNMF to histone modification maps of diverse cells and developmental stages will be helpful for understanding how histone modifications regulate gene expression. The algorithm is available on our website at biodb.kaist.ac.kr/LinkNMF.     

Epigenetic marks in the <Emphasis Type="Italic">Hyacinthus orientalis</Emphasis> L. mature pollen grain and during in vitro pollen tube growth

During the sexual reproduction of flowering plants, epigenetic control of gene expression and genome integrity by DNA methylation and histone modifications plays an important role in male gametogenesis. In this study, we compared the chromatin modification patterns of the generative, sperm cells and vegetative nuclei during Hyacinthus orientalis male gametophyte development. Changes in the spatial and temporal distribution of 5-methylcytosine, acetylated histone H4 and histone deacetylase indicated potential differences in the specific epigenetic state of all analysed cells, in both the mature cellular pollen grains and the in vitro growing pollen tubes. Interestingly, we observed unique localization of chromatin modifications in the area of the generative and the vegetative nuclei located near each other in the male germ unit, indicating the precise mechanisms of gene expression regulation in this region. We discuss the differences in the patterns of the epigenetic marks along with our previous reports of nuclear metabolism and changes in chromatin organization and activity in hyacinth male gametophyte cells. We also propose that this epigenetic status of the analysed nuclei is related to the different acquired fates and biological functions of these cells.     

DNA and histone methylation in plants

Heritable patterns of gene activity and gene silencing arise by the formation and the propagation of specific chromatin states that restrict or permit gene expression. In mammals and in plants, restrictive heterochromatin is associated with the hypermethylation of DNA at CG sites and with the specific modification of histones, such as the methylation of histone H3 at lysine 9 (H3K9(Me)). In addition to CG methylation, plant nuclear DNA packaged in restrictive chromatin is also usually methylated in cytosines outside a CG sequence context. The functional relationship between an unexpectedly complex plant DNA-methylation system and histone modifications that lead to chromatin compaction and gene silencing is under intense scrutiny. The results of recent studies indicate intriguing links between chromatin remodeling, histone methylation, DNA methylation and RNA interference.     

Engineering chromatin states: Chemical and synthetic biology approaches to investigate histone modification function

Patterns of histone post-translational modifications (PTMs) and DNA modifications establish a landscape of chromatin states with regulatory impact on gene expression, cell differentiation and development. These diverse modifications are read out by effector protein complexes, which ultimately determine their functional outcome by modulating the activity state of underlying genes. From genome-wide studies employing high-throughput ChIP-Seq methods as well as proteomic mass spectrometry studies, a large number of PTMs are known and their coexistence patterns and associations with genomic regions have been mapped in a large number of different cell types. Conversely, the molecular interplay between chromatin effector proteins and modified chromatin regions as well as their resulting biological output is less well understood on a molecular level. Within the last decade a host of chemical approaches has been developed with the goal to produce synthetic chromatin with a defined arrangement of PTMs. These methods now permit systematic functional studies of individual histone and DNA modifications, and additionally provide a discovery platform to identify further interacting nuclear proteins. Complementary chemical- and synthetic-biology methods have emerged to directly observe and modulate the modification landscape in living cells and to readily probe the effect of altered PTM patterns on biological processes. Herein, we review current methodologies allowing chemical and synthetic biological engineering of distinct chromatin states in vitro and in vivo with the aim of obtaining a molecular understanding of histone and DNA modification function. This article is part of a Special Issue entitled: Molecular mechanisms of histone modification function.     

Structural and Functional Coordination of DNA and Histone Methylation

One of the most fundamental questions in the control of gene expression in mammals is how epigenetic methylation patterns of DNA and histones are established, erased, and recognized. This central process in controlling gene expression includes coordinated covalent modifications of DNA and its associated histones. This article focuses on structural aspects of enzymatic activities of histone (arginine and lysine) methylation and demethylation and functional links between the methylation status of the DNA and histones. An interconnected network of methyltransferases, demethylases, and accessory proteins is responsible for changing or maintaining the modification status of specific regions of chromatin.     

Genomewide histone acetylation microarrays

Histone acetylation and methylation are important regulators of gene activity. Chromatin immunoprecipitation (ChIP or ChrIP) has made it possible to examine not only the state of histone acetylation at a gene but also that of histone methylation and may soon be extended to other histone modifications such as phosphorylation and ubiquitination. In principle such studies are possible as long as an antibody is available to the particular histone modification. Once a target gene is identified it is instructive to see the effect of mutating putative enzymes responsible for the modification to determine how a particular enzyme is responsible for altering chromatin of that gene. Although specific target genes have been studied that contain such modifications recent technical advances have made it possible to study histone modifications genomewide. This not only allows for alternate views of particular paradigms to be investigated, but also uncovers chromosomal patterns of histone modification that would be missed in analyzing individual genes. We describe here an approach to rapidly study histone modifications genomewide by combining chromatin immunoprecipitation and DNA microarrays.