Developing bioimaging and quantitative methods to study 3D genome

The recent advances in chromosome configuration capture (3C)-based series molecular methods and optical super-resolution (SR) techniques offer powerful tools to investigate three dimensional (3D) genomic structure in prokaryotic and eukaryotic cell nucleus. In this review, we focus on the progress during the last decade in this exciting field. Here we at first introduce briefly genome organization at chromosome, domain and sub-domain level, respectively; then we provide a short introduction to various super-resolution microscopy techniques which can be employed to detect genome 3D structure. We also reviewed the progress of quantitative and visualization tools to evaluate and visualize chromatin interactions in 3D genome derived from Hi-C data. We end up with the discussion that imaging methods and 3C-based molecular methods are not mutually exclusive - - - - actually they are complemental to each other and can be combined together to study 3D genome organization.     

Cryptosporidium parvum genome project

A lack of basic understanding of parasite biology has been a limiting factor in designing effective means of treating and preventing disease caused by Cryptosporidium parvum. Since the genomic DNA sequence encodes all of the heritable information responsible for development, disease pathogenesis, virulence, species permissiveness and immune resistance, a comprehensive knowledge of the C. parvum genome will provide the necessary information required for cost-effective and targeted research into disease prevention and treatment. With the recent advances in high-throughput automated DNA sequencing capabilities, large-scale genomic sequencing has become a cost-effective and time-efficient approach to understanding the biology of an organism. In addition, the continued development and implementation of new software tools that can scan raw sequences for signs of genes and then identify clues as to potential functions, has provided the final realization of the potential rewards of genome sequencing. To further our understanding of C. parvum biology, we have initiated a random shotgun sequencing approach to obtain the complete sequence of the IOWA isolate of C. parvum. Our progress to date has demonstrated that sequencing of the C. parvum genome will be an efficient and costeffective method for gene discovery of this important eukaryotic pathogen. This will allow for the identification of key metabolic and immunological features of the organism that will provide the basis for future development of safe and effective strategies for prevention and treatment of disease in AIDS patients, as well as immunocompetent hosts. Moreover, by obtaining the complete sequence of the C. parvum genome, effective methods for subspecific differentiation (strain typing) and epidemiologic surveillance (strain tracking) of this pathogen can be developed.     

植物DNA甲基化与作物种质资源保存

DNA甲基化是真核生物基因表达调控的重要机制之一。甲基化DNA与甲基特异结合蛋白结合,并作为染色质修饰复合物识别和作用的平台,参与对染色质组织方式的调节,最终影响基因的表达。本文对植物DNA甲基化及其生物学功能、检测分析方法以及作物种质资源保存中存在的甲基化现象进行了综述,旨在为深入了解DNA甲基化修饰对种质资源的影响,更好地开展作物种质资源保护供参考。     

A profile of native integration sites used by φC31 integrase in the bovine genome

The Streptomyces phage φC31 integrase can efficiently target attB-bearing transgenes to endogenous pseudo attP sites within mammalian genomes.To better understand the activity ofφC31 integrase in the bovine genome,DNA sequences of 44 integration events were analyzed,and 32 pseudo attP sites were identified.The majority of these sites share a sequence motif that contains inverted repeats and has similarities to wild-type attP site.Genomic DNA flanking these sites typically contained repetitive sequence elements,such as short and long interspersed repetitive elements.These sequence features indicate that DNA sequence recognition plays an important role in guidingφC31-mediated site-specific integration.In addition,BF27 integration hotspot sites were identified in the bovine genome, which accounted for 13.6%of all isolated integration events and mapped to an intron of the deleted in liver cancer 1(DLC1) gene.Also we found that the pseudo attP sites in the bovine genome had other features in common with those in the human genome.This study represents the first time that the sequence features of pseudo attP sites in the bovine genome were analyzed.We conclude that this site-specific integrase system has great potential for applied modifications of the bovine genome.     

Uncovering the statistical physics of 3D chromosomal organization using data-driven modeling

In recent years, much effort has been devoted to understanding the three-dimensional (3D) organization of the genome and how genomic structure mediates nuclear function. The development of experimental techniques that combine DNA proximity ligation with high-throughput sequencing, such as Hi-C, have substantially improved our knowledge about chromatin organization. Numerous experimental advancements, not only utilizing DNA proximity ligation but also high-resolution genome imaging (DNA tracing), have required theoretical modeling to determine the structural ensembles consistent with such data. These 3D polymer models of the genome provide an understanding of the physical mechanisms governing genome architecture. Here, we present an overview of the recent advances in modeling the ensemble of 3D chromosomal structures by employing the maximum entropy approach combined with polymer physics. Particularly, we discuss the minimal chromatin model (MiChroM) along with the “maximum entropy genomic annotations from biomarkers associated with structural ensembles” (MEGABASE) model, which have been remarkably successful in the accurate modeling of chromosomes consistent with both Hi-C and DNA-tracing data.     

DNA sequence organization and transcription of the chicken genome

A new approach has been used to examine DNA sequence organization in the chicken genome. The interspersion pattern was determined by studying the fraction of labelled DNA fragments of different lengths that hybridized to an excess of short chicken repeated DNA sequences. The results indicate that chicken DNA has a pattern of sequence organization quite different than the standard ‘Xenopus’ or ‘Drosophila’ patterns. Two classes of unique sequences are found. One, 34% of the genome, consists of unique sequences approx. 4 kb long interspersed with repeated sequences. The second, non-interspersed fraction, 38% of the genome, consists of unique sequences found in long tracts, a minimum of approx. 22 kb in length. In an attempt to determine whether a relationship exists between DNA sequence organization and the distribution of structural genes we have isolated chicken DNA sequences belonging to different interspersion classes and tested each for the presence of structural genes by hybridization to excess poly(A)⁺ mRNA. Sequences complementary to poly(A)⁺ mRNA can be found with approximately the same frequency in both the non-interspersed fraction of the genome and a repeat-contiguous fraction enriched for interspersed sequences.     

Perspectives on functional genomics

As the first assembly of the human genome was announced on June 26, 2000, we have entered post genome era. The genome sequence represents a new starting point for science and medicine with possible impact on research across the life sciences. In this review I tried to offer brief summaries of history and progress of the Human Genome Project and two major challenges ahead, functional genomics and DNA sequence variation research.     

Emerging roles of macrosatellite repeats in genome organization and disease development

Abundant repetitive DNA sequences are an enigmatic part of the human genome. Despite increasing evidence on the functionality of DNA repeats, their biologic role is still elusive and under frequent debate. Macrosatellites are the largest of the tandem DNA repeats, located on one or multiple chromosomes. The contribution of macrosatellites to genome regulation and human health was demonstrated for the D4Z4 macrosatellite repeat array on chromosome 4q35. Reduced copy number of D4Z4 repeats is associated with local euchromatinization and the onset of facioscapulohumeral muscular dystrophy. Although the role other macrosatellite families may play remains rather obscure, their diverse functionalities within the genome are being gradually revealed. In this review, we will outline structural and functional features of coding and noncoding macrosatellite repeats, and highlight recent findings that bring these sequences into the spotlight of genome organization and disease development.     

Predicting nucleosome positioning in genomes: physical and bioinformatic approaches

In eukaryotic genomes, nucleosomes are responsible for packaging DNA and controlling gene expression. For this reason, an increasing interest is arising on computational methods capable of predicting the nucleosome positioning along genomes. In this review we describe and compare bioinformatic and physical approaches adopted to predict nucleosome occupancy along genomes. Computational analyses attempt at decoding the experimental nucleosome maps of genomes in terms of certain dinucleotide step periodicity observed along DNA. Such investigations show that highly significant information about the occurrence of a nucleosome along DNA is intrinsic in certain features of the sequence suggesting that DNA of eukaryotic genomes encodes nucleosome organization. Besides the bioinformatic approaches, physical models were proposed based on the sequence dependent conformational features of the DNA chain, which govern the free energy needed to transform recurrent DNA tracts along the genome into the nucleosomal shape.     

Characterization of the genome of Arabidopsis thaliana

The small crucifer Arabidopsis thaliana has many useful features as an experimental organism for the study of plant molecular biology. It has a four-week life-cycle, only five chromosomes and a genome size less than half that of Drosophila. To characterize the DNA sequence organization of this plant, we have randomly selected 50 recombinant lambda clones containing inserts with an average length of 12,800 base-pairs and analyzed their content of repetitive and unique DNA by various genome blot, restriction digestion and RNA blot procedures. The following conclusions can be drawn. The DNA represented in this random sample is composed predominantly of single-copy sequences. This presumably reflects the organization of the Arabidopsis genome as a whole and supports prior conclusions reached on the basis of kinetics of DNA reassociation. The DNA that encodes the ribosomal RNAs constitutes the only major class of cloned nuclear repetitive DNA. It consists of approximately 570 tandem copies of a heterogeneous 9900-base-pair repeat unit. There is an average of approximately 660 copies of the chloroplast genome per cell. Therefore, the chloroplast genome constitutes the major component of the repetitive sequences found in A. thaliana DNA made from whole plants. The inner cytosine residue in the sequence C-C-G-G is methylated more often than the outer in the tandem ribosomal DNA units, whereas very few differences in the methylation state of these two cytosine residues are detected in unique sequences.     

Cytogenetic and molecular characterization of heterochromatin gene models in Drosophila melanogaster

In the past decade, genome-sequencing projects have yielded a great amount of information on DNA sequences in several organisms. The release of the Drosophila melanogaster heterochromatin sequence by the Drosophila Heterochromatin Genome Project (DHGP) has greatly facilitated studies of mapping, molecular organization, and function of genes located in pericentromeric heterochromatin. Surprisingly, genome annotation has predicted at least 450 heterochromatic gene models, a figure 10-fold above that defined by genetic analysis. To gain further insight into the locations and functions of D. melanogaster heterochromatic genes and genome organization, we have FISH mapped 41 gene models relative to the stained bands of mitotic chromosomes and the proximal divisions of polytene chromosomes. These genes are contained in eight large scaffolds, which together account for approximately 1.4 Mb of heterochromatic DNA sequence. Moreover, developmental Northern analysis showed that the expression of 15 heterochromatic gene models tested is similar to that of the vital heterochromatic gene Nipped-A, in that it is not limited to specific stages, but is present throughout all development, despite its location in a supposedly "silent" region of the genome. This result is consistent with the idea that genes resident in heterochromatin can encode essential functions.     

DNA sequence and shape are predictive for meiotic crossovers throughout the plant kingdom

A better understanding of genomic features influencing the location of meiotic crossovers (CO s) in plant species is both of fundamental importance and of practical relevance for plant breeding. Using CO positions with sufficiently high resolution from four plant species [Arabidopsis thaliana , Solanum lycopersicum (tomato), Zea mays (maize) and Oryza sativa (rice)] we have trained machine‐learning models to predict the susceptibility to CO formation. Our results show that CO occurrence within various plant genomes can be predicted by DNA sequence and shape features. Several features related to genome content and to genomic accessibility were consistently either positively or negatively related to CO s in all four species. Other features were found as predictive only in specific species. Gene annotation‐related features were especially predictive for maize, whereas in tomato and Arabidopsis propeller twist and helical twist (DNA shape features) and AT /TA dinucleotides were found to be the most important. In rice, high roll (another DNA shape feature) and low CA dinucleotide frequency in particular were found to be associated with CO occurrence. The accuracy of our models was sufficient for Arabidopsis and rice (area under receiver operating characteristic curve, AUROC  > 0.5), and was high for tomato and maize (AUROC  ? 0.5), demonstrating that DNA sequence and shape are predictive for meiotic CO s throughout the plant kingdom.     

基因组学研究中一些常用软件的概述

基因组学是以一个物种的全部遗传信息为研究对象,在整体上研究遗传信息的分子组成、组织结构、表达调控和进化等内在机制的基础性学科。基因组学研究中海量数据的存储、管理和检索,以及对这些数据进行挖掘等过程, 必须借助于生物信息学的方法。 目前,大量成熟的软件广泛地应用在基因组学研究中,它们大都可通过互联网免费访问或索取。本文拟对人类基因组计划中常用的一些软件如序列比对、序列组装、重复序列鉴定和基因预测等软件的原理作一介绍,并结合典型软件加以说明。 Abstract:Genomics is a novel subject that has been developed accompanying with the progress of human genome project.Genomics deals with the chemistry component,structure organization and evolution of genome at global level.As genomics associated with huge data,bioinformatics plays an important role in these processes of data production,data management and data mining.At present,many reliable programs have been used in genomic research successfully,which are usually accessible and downloaded freely.We address here the principles of some programs used wildly in genomics such as sequence alignment,sequence assembly,repeat identification and gene prediction,which are exemplified with typical programs respectively.     

三维基因组学研究进展

三维基因组学是一门研究基因组三维空间结构与功能的新兴学科,主要研究基因组序列在细胞核内的三维空间构象,及其对DNA复制、DNA重组、基因表达调控等生物过程的生物学效应。自染色质构象捕获技术 (3C)出现后,三维基因组学相关研究领域飞速发展。借助于3C及其衍生技术、Hi-C和ChIA-PET等技术,科学家能对各类物种的三维基因组进行更为深入的研究,从而揭示微生物、植物和动物基因组的空间构象、染色质的相互作用模式、转录调控以及不同生物学性状的形成机制;挖掘与生命活动和疾病相关的关键基因和信号通路;推动农业科学、生命科学和医学等领域的快速发展。文中就三维基因组学研究进展作一综述,主要阐述三维基因组学的概念和研究技术的发展及其在农业科学、生命科学和医学等领域的应用,尤其是肿瘤领域所取得的阶段性研究成果。