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M Protein from Dengue virus oligomerizes to pentameric channel protein: in silico analysis study. 登革热病毒M蛋白低聚为五聚体通道蛋白:计算机分析研究。
Pub Date : 2023-09-01 Epub Date: 2023-09-27 DOI: 10.5808/gi.23035
Ayesha Zeba, Kanagaraj Sekar, Anjali Ganjiwale

The Dengue virus M protein is a 75 amino acid polypeptide with two helical transmembranes (TM). The TM domain oligomerizes to form an ion channel, facilitating viral release from the host cells. The M protein has a critical role in the virus entry and life cycle, making it a potent drug target. The oligomerization of the monomeric protein was studied using ab initio modeling and molecular dynamics (MD) simulation in an implicit membrane environment. The representative structures obtained showed pentamer as the most stable oligomeric state, resembling an ion channel. Glutamic acid, threonine, serine, tryptophan, alanine, isoleucine form the pore-lining residues of the pentameric channel, conferring an overall negative charge to the channel with approximate length of 51.9 Å. Residue interaction analysis (RIN) for M protein shows that Ala94, Leu95, Ser112, Glu124, and Phe155 are the central hub residues representing the physicochemical interactions between domains. The virtual screening with 165 different ion channel inhibitors from the ion channel library shows monovalent ion channel blockers, namely lumacaftor, glipizide, gliquidone, glisoxepide, and azelnidipine to be the inhibitors with high docking scores. Understanding the three-dimensional structure of M protein will help design therapeutics and vaccines for Dengue infection.

登革热病毒M蛋白是一种75个氨基酸的多肽,具有两个螺旋跨膜(TM)。TM结构域寡聚形成离子通道,促进病毒从宿主细胞释放。M蛋白在病毒进入和生命周期中发挥着关键作用,使其成为一种有效的药物靶点。在隐式膜环境中,使用从头算模型和分子动力学(MD)模拟研究了单体蛋白质的低聚。所获得的代表性结构显示五聚体是最稳定的低聚物状态,类似于离子通道。谷氨酸、苏氨酸、丝氨酸、色氨酸、丙氨酸、异亮氨酸形成五聚体通道的孔衬残基,赋予通道约51.9Å的总负电荷。M蛋白的残基相互作用分析(RIN)表明,Ala94、Leu95、Ser112、Glu124和Phe155是代表结构域之间物理化学相互作用的中心枢纽残基。用来自离子通道库的165种不同离子通道抑制剂进行的虚拟筛选显示,单价离子通道阻断剂,即鲁马卡福、格列吡嗪、格列喹酮、格列索吡和阿泽尼地平是具有高对接得分的抑制剂。了解M蛋白的三维结构将有助于设计登革热感染的治疗方法和疫苗。
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引用次数: 0
A genome‑wide approach to the systematic and comprehensive analysis of LIM gene family in sorghum (Sorghum bicolor L.). 系统全面分析高粱LIM基因家族的全基因组方法。
Pub Date : 2023-09-01 Epub Date: 2023-09-27 DOI: 10.5808/gi.23007
Md Abdur Rauf Sarkar, Salim Sarkar, Md Shohelul Islam, Fatema Tuz Zohra, Shaikh Mizanur Rahman

The LIM domain-containing proteins are dominantly found in plants and play a significant role in various biological processes such as gene transcription as well as actin cytoskeletal organization. Nevertheless, genome-wide identification as well as functional analysis of the LIM gene family have not yet been reported in the economically important plant sorghum (Sorghum bicolor L.). Therefore, we conducted an in silico identification and characterization of LIM genes in S. bicolor genome using integrated bioinformatics approaches. Based on phylogenetic tree analysis and conserved domain, we identified five LIM genes in S. bicolor (SbLIM) genome corresponding to Arabidopsis LIM (AtLIM) genes. The conserved domain, motif as well as gene structure analyses of the SbLIM gene family showed the similarity within the SbLIM and AtLIM members. The gene ontology (GO) enrichment study revealed that the candidate LIM genes are directly involved in cytoskeletal organization and various other important biological as well as molecular pathways. Some important families of regulating transcription factors such as ERF, MYB, WRKY, NAC, bZIP, C2H2, Dof, and G2-like were detected by analyzing their interaction network with identified SbLIM genes. The cis-acting regulatory elements related to predicted SbLIM genes were identified as responsive to light, hormones, stress, and other functions. The present study will provide valuable useful information about LIM genes in sorghum which would pave the way for the future study of functional pathways of candidate SbLIM genes as well as their regulatory factors in wet-lab experiments.

含有LIM结构域的蛋白质主要存在于植物中,在各种生物过程中发挥着重要作用,如基因转录和肌动蛋白细胞骨架组织。然而,在经济上重要的植物高粱(sorghum bicolor L.)中,尚未报道LIM基因家族的全基因组鉴定和功能分析。因此,我们使用综合生物信息学方法对双色高粱基因组中的LIM基因进行了计算机鉴定和表征。基于系统发育树分析和保守结构域,我们在双色S.bicolor(SbLIM)基因组中鉴定了5个与拟南芥LIM(AtLIM)基因相对应的LIM基因。SbLIM基因家族的保守结构域、基序和基因结构分析表明,SbLIM和AtLIM成员之间存在相似性。基因本体论(GO)富集研究表明,候选LIM基因直接参与细胞骨架组织和各种其他重要的生物和分子途径。通过分析ERF、MYB、WRKY、NAC、bZIP、C2H2、Dof和G2样调控转录因子家族与已鉴定的SbLIM基因的相互作用网络,检测到了它们的一些重要家族。与预测的SbLIM基因相关的顺式作用调节元件被鉴定为对光、激素、应激和其他功能有反应。本研究将为高粱中LIM基因的研究提供有价值的有用信息,为未来在湿实验室实验中研究候选SbLIM基因及其调控因子的功能途径铺平道路。
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引用次数: 0
NBLAST: a graphical user interface-based two-way BLAST software with a dot plot viewer NBLAST:一个基于图形用户界面的双向BLAST软件,带有点图查看器
Pub Date : 2022-09-01 DOI: 10.5808/gi.22053
Beom-Soon Choi, Seon Kang Choi, Nam-Soo Kim, I. Choi
BLAST, a basic bioinformatics tool for searching local sequence similarity, has been one of the most widely used bioinformatics programs since its introduction in 1990. Users generally use the web-based NCBI-BLAST program for BLAST analysis. However, users with large sequence data are often faced with a problem of upload size limitation while using the web-based BLAST program. This proves inconvenient as scientists often want to run BLAST on their own data, such as transcriptome or whole genome sequences. To overcome this issue, we developed NBLAST, a graphical user interface-based BLAST program that employs a two-way system, allowing the use of input sequences either as “query” or “target” in the BLAST analysis. NBLAST is also equipped with a dot plot viewer, thus allowing researchers to create custom database for BLAST and run a dot plot similarity analysis within a single program. It is available to access to the NBLAST with http://nbitglobal.com/nblast.
BLAST是一种用于搜索局部序列相似性的基本生物信息学工具,自1990年推出以来,一直是应用最广泛的生物信息学程序之一。用户通常使用基于网络的NCBI-BLAST程序进行BLAST分析。然而,具有大序列数据的用户在使用基于网络的BLAST程序时经常面临上传大小限制的问题。这被证明是不方便的,因为科学家经常想在自己的数据上运行BLAST,比如转录组或全基因组序列。为了克服这个问题,我们开发了NBLAST,这是一个基于图形用户界面的BLAST程序,采用双向系统,允许在BLAST分析中使用输入序列作为“查询”或“目标”。NBLAST还配备了点图查看器,因此研究人员可以为BLAST创建自定义数据库,并在单个程序中运行点图相似性分析。它可以通过访问NBLASThttp://nbitglobal.com/nblast.
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引用次数: 1
MPI-GWAS: a supercomputing-aided permutation approach for genome-wide association studies MPI-GWAS:一种用于全基因组关联研究的超计算辅助排列方法
Pub Date : 2022-03-01 DOI: 10.5808/gi.22001
H. Paik, Yongseong Cho, S. Cho, Oh-Kyoung Kwon
Permutation testing is a robust and popular approach for significance testing in genomic research that has the advantage of reducing inflated type 1 error rates; however, its computational cost is notorious in genome-wide association studies (GWAS). Here, we developed a supercomputing-aided approach to accelerate the permutation testing for GWAS, based on the message-passing interface (MPI) on parallel computing architecture. Our application, called MPI-GWAS, conducts MPI-based permutation testing using a parallel computing approach with our supercomputing system, Nurion (8,305 compute nodes, and 563,740 central processing units [CPUs]). For 107 permutations of one locus in MPI-GWAS, it was calculated in 600 s using 2,720 CPU cores. For 107 permutations of ~30,000–50,000 loci in over 7,000 subjects, the total elapsed time was ~4 days in the Nurion supercomputer. Thus, MPI-GWAS enables us to feasibly compute the permutation-based GWAS within a reason-able time by harnessing the power of parallel computing resources.
置换测试是基因组研究中一种稳健且流行的显著性测试方法,其优点是降低了膨胀的1型错误率;然而,它的计算成本在全基因组关联研究(GWAS)中臭名昭著。在这里,我们开发了一种基于并行计算架构上的消息传递接口(MPI)的超级计算辅助方法来加速GWAS的排列测试。我们的应用程序名为MPI-GWAS,使用我们的超级计算系统Nurion(8305个计算节点和563740个中央处理单元[CCPU])的并行计算方法进行基于MPI的排列测试。对于MPI-GWAS中一个基因座的107个排列,使用2720个CPU核在600秒内进行计算。对于7000多名受试者的107个约30000–50000个基因座的排列,在Nurion超级计算机中的总运行时间约为4天。因此,MPI-GWAS使我们能够利用并行计算资源的能力,在合理的时间内计算基于排列的GWAS。
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引用次数: 0
2-Methoxy-1,4-naphthoquinone (MNQ) regulates cancer key genes of MAPK, PI3K, and NF-κB pathways in Raji cells 2-甲氧基-1,4-萘醌(MNQ)调控Raji细胞中MAPK、PI3K、NF-κB通路的肿瘤关键基因
Pub Date : 2022-03-01 DOI: 10.5808/gi.21041
Teck Yew Wong, S. Menaga, Chi-Ying F. Huang, S. H. Ho, S. Gan, Y. Lim
2-Methoxy-1,4-naphthoquinone (MNQ) has been shown to cause cytotoxic towards various cancer cell lines. This study is designed to investigate the regulatory effect of MNQ on the key cancer genes in mitogen-activated protein kinase, phosphoinositide 3-kinase, and nuclear factor кB signaling pathways. The expression levels of the genes were compared at different time point using polymerase chain reaction arrays and Ingenuity Pathway Analysis was performed to identify gene networks that are most significant to key cancer genes. A total of 43 differentially expressed genes were identified with 21 up-regulated and 22 down-regulated genes. Up-regulated genes were involved in apoptosis, cell cycle and act as tumor suppressor while down-regulated genes were involved in anti-apoptosis, angiogenesis, cell cycle and act as transcription factor as well as proto-oncogenes. MNQ exhibited multiple regulatory effects on the cancer key genes that targeting at cell proliferation, cell differentiation, cell transformation, apoptosis, reduce inflammatory responses, inhibits angiogenesis and metastasis.
2-甲氧基-1,4-萘醌(MNQ)对多种癌症细胞系具有细胞毒性。本研究旨在研究MNQ对癌症关键基因有丝分裂原激活蛋白激酶、磷酸肌醇3-激酶和核因子κB信号通路的调节作用。使用聚合酶链式反应阵列比较不同时间点的基因表达水平,并进行Ingenuity Pathway Analysis以确定对关键癌症基因最重要的基因网络。共鉴定出43个差异表达基因,其中21个上调,22个下调。上调的基因参与细胞凋亡、细胞周期并作为肿瘤抑制因子,而下调的基因参与抗细胞凋亡、血管生成、细胞周期,并作为转录因子和原癌基因。MNQ对癌症关键基因具有多种调节作用,靶向细胞增殖、细胞分化、细胞转化、凋亡,减少炎症反应,抑制血管生成和转移。
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引用次数: 1
Characterization of the first mitogenomes of the smallest fish in the world, Paedocypris progenetica, from peat swamp of Peninsular Malaysia, Selangor, and Perak 来自马来西亚半岛、雪兰莪州和霹雳州泥炭沼泽的世界上最小的鱼,progenetica Paedocypris的第一个有丝分裂基因组的特征
Pub Date : 2022-03-01 DOI: 10.5808/gi.21081
NorJasmin Hussin, I. A. Azmir, Y. Esa, A. Ahmad, Faezah Mohd Salleh, P. N. S. Jahari, K. Munian, H. Gan
The two complete mitochondrial genomes (mitogenomes) of Paedocypris progenetica, the smallest fish in the world which belonged to the Cyprinidae family, were sequenced and assembled. The circular DNA molecules of mitogenomes P1-P. progenetica and S3-P. progenetica were 16,827 and 16,616 bp in length, respectively, and encoded 13 protein-coding genes, 22 transfer RNA genes, two ribosomal RNA genes, and one control region. The gene arrangements of P. progenetica were identical to those of other Paedocypris species. BLAST and phylogenetic analyses revealed variations in the mitogenome sequences of two Paedocypris species from Perak and Selangor. The circular DNA molecule of P. progenetica yield a standard vertebrate gene arrangement and an overall nucleotide composition of A 33.0%, T 27.2%, C 23.5%, and G 15.5%. The overall AT content of this species was consistent with that of other species in other genera. The negative GC-skew and positive AT-skew of the control region in P. progenetica indicated rich genetic variability and AT nucleotide bias, respectively. The results of this study provide genomic variation information and enhance the understanding of the mitogenome of P. progenetica. They could later deliver highly valuable new insight into data for phylogenetic analysis and population genetics.
对世界上最小的鲤科鱼——原基因幼鱼(Paedocypris progenetica)的两个线粒体全基因组进行了测序和组装。有丝分裂基因组P1-P的环状DNA分子。progenetica和S3-P。原基因体长度分别为16,827和16,616 bp,编码13个蛋白质编码基因、22个转移RNA基因、2个核糖体RNA基因和1个控制区。progenetica的基因排列与其他Paedocypris种相同。BLAST和系统发育分析显示,来自霹雳州和雪兰莪州的两种Paedocypris有丝分裂基因组序列存在差异。P. progenetica的环状DNA分子产生标准的脊椎动物基因排列,总核苷酸组成为a 33.0%, T 27.2%, C 23.5%, G 15.5%。该种的总AT含量与其他属其他种一致。黄杨对照区gc -负偏和AT-正偏分别显示丰富的遗传变异性和AT核苷酸偏倚。本研究结果提供了基因组变异信息,增强了对原遗传假单胞虫有丝分裂基因组的认识。之后,它们可以为系统发育分析和群体遗传学数据提供非常有价值的新见解。
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引用次数: 2
Designing a novel mRNA vaccine against Vibrio harveyi infection in fish: an immunoinformatics approach 用免疫信息学方法设计一种新的针对鱼类哈维氏弧菌感染的信使核糖核酸疫苗
Pub Date : 2022-03-01 DOI: 10.5808/gi.21065
Sk Injamamul Islam, Moslema Jahan Mou, Saloa Sanjida, Muhammad Tariq, Saad Nasir, Sarower Mahfuj
Vibrio harveyi belongs to the family Vibrionaceae of class Gammaproteobacteria. Around 12 Vibrio species can cause gastroenteritis (gastrointestinal illness) in humans. A large number of bacterial particles can be found in the infected cells, which may cause death. Despite these devastating complications, there is still no cure or vaccine for the bacteria. As a result, we used an immunoinformatics approach to develop a multi-epitope vaccine against the most pathogenic hemolysin gene of V. harveyi. The immunodominant T- and B-cell epitopes were identified using the hemolysin protein. We developed a vaccine employing three possible epitopes: cytotoxic T-lymphocytes, helper T-lymphocytes, and linear B-lymphocyte epitopes, after thorough testing. The vaccine was developed to be antigenic, immunogenic, and non-allergenic, as well as have a better solubility. Molecular dynamics simulation revealed significant structural stiffness and binding stability. In addition, the immunological simulation generated by computers revealed that the vaccination might elicit immune reactions Escherichia coli K12 as a model, codon optimization yielded ideal GC content and a higher codon adaptation index value, which was then included in the cloning vector pET2+ (a). Altogether, our experiment implies that the proposed peptide vaccine might be a good option for vibriosis prophylaxis.
harveyi弧菌属于伽马变形菌纲弧菌科。大约12种弧菌会导致人类肠胃炎(胃肠道疾病)。在受感染的细胞中可以发现大量的细菌颗粒,这些颗粒可能会导致死亡。尽管有这些毁灭性的并发症,但仍然没有治愈这种细菌的方法或疫苗。因此,我们使用免疫信息学方法开发了一种针对哈维氏弧菌致病性最强的溶血素基因的多表位疫苗。使用溶血素蛋白鉴定免疫显性T细胞和B细胞表位。经过彻底测试,我们开发了一种使用三种可能表位的疫苗:细胞毒性T淋巴细胞、辅助性T淋巴细胞和线性B淋巴细胞表位。该疫苗具有抗原性、免疫原性和非致敏性,并具有更好的溶解性。分子动力学模拟显示了显著的结构刚度和结合稳定性。此外,计算机免疫模拟显示,疫苗接种可能引发免疫反应,以大肠杆菌K12为模型,密码子优化产生了理想的GC含量和较高的密码子适应指数值,并将其纳入克隆载体pET2+(a)中。总之,我们的实验表明,所提出的肽疫苗可能是预防弧菌病的一个很好的选择。
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引用次数: 10
Publication trends of somatic mutation and recombination tests research: a bibliometric analysis (1984‒2020) 体细胞突变和重组试验研究的出版趋势:文献计量学分析(1984-2020)
Pub Date : 2022-03-01 DOI: 10.5808/gi.21083
Ghada Tagorti, B. Kaya
Human exposure to pollutants has been on the rise. Thus, researchers have been focused on understanding the effect of these compounds on human health, especially on the genetic information by using various tests, among them the somatic mutation and recombination tests (SMARTs). It is a sensitive and accurate method applicable to genotoxicity analysis. Here, a comprehensive bibliometric analysis of SMART assays in genotoxicity studies was performed to assess publication trends of this field. Data were extracted from the Web of Science database and analyzed by the bibliometric tools HistCite, Biblioshiny (RStudio), VOSViewer, and CiteSpace. Results have shown an increase in the last 10 years in terms of publication. A total of 392 records were published in 96 sources mainly from Brazil, Spain, and Turkey. Research collaboration networks between countries and authors were performed. Based on document co-citation, five large research clusters were identified and analyzed. The youngest research frontier emphasized on nanoparticles. With this study, how research trends evolve over years was demonstrated. Thus, international collaboration could be enhanced, and a promising field could be developed.
人类接触污染物的程度一直在上升。因此,研究人员一直致力于通过各种测试了解这些化合物对人类健康的影响,特别是对遗传信息的影响,其中包括体细胞突变和重组测试(SMARTs)。它是一种灵敏、准确的遗传毒性分析方法。本文对遗传毒性研究中的SMART分析进行了全面的文献计量学分析,以评估该领域的发表趋势。数据从Web of Science数据库中提取,并通过文献计量工具HistCite、Biblioshiny (RStudio)、VOSViewer和CiteSpace进行分析。结果显示,在过去10年里,论文发表量有所增加。共发表了392条记录,主要来自巴西、西班牙和土耳其的96个来源。在国家和作者之间建立了研究协作网络。基于文献共被引,确定并分析了5个大型研究集群。最年轻的研究前沿是纳米颗粒。这项研究展示了多年来研究趋势的演变。因此,可以加强国际合作,并可以发展一个有前途的领域。
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引用次数: 2
Editor’s introduction to this issue (G&I 20:1, 2022) 本期编辑简介(G&I2022 20:1)
Pub Date : 2022-03-01 DOI: 10.5808/gi.20.1.e1
Taesung Park
2022 Korea Genome Organization This is an open-access article distributed under the terms of the Creative Commons Attribution license (http://creativecommons. org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. In this issue, there are two review articles, eight original articles, one genome archive, and two application notes. In this editorial, I would like to focus on the two review articles, as well as two original articles and one application note on genome-wide association studies (GWAS). Recent rapid advances in single-cell RNA sequencing have made it possible to recognize a variety of previously unidentified subpopulations and rare cell states in tumors and the immune system based on single-cell gene expression profiles. Single-cell RNA sequencing is the topic of the first review article, by Dr. Jong-Il Kim’s group (Seoul National University College of Medicine, Korea). This review addresses the current development of methods for constructing single-cell epigenomic libraries, including multi-omics tools with important elements and additional requirements for the future, focusing on DNA methylation, chromatin accessibility, and histone post-translational modification. Single-cell epigenomic libraries help to understand the principles of comprehensive gene regulation that determine cell fate through transcripts alone and the resulting output of gene expression programs. The corresponding single-cell epigenome is expected to elucidate the mechanisms involved in the origin and maintenance of a comprehensive single-cell transcriptome. This review insightfully summarizes current research trends in the field of cellular differentiation and disease development at the single-cell level, moving toward the single-cell epigenome. The second review, led by Dr. Tung (Dagon University, Myanmar), deals with recent developments in whole-genome sequencing technologies. While the analysis of whole-genome sequencing data requires highly sophisticated bioinformatics tools, many researchers do not have the bioinformatics capabilities to analyze the genomic data and are therefore unable to take maximum advantage of whole-genome sequencing. This review provides a practical guide on a set of bioinformatics tools available online to analyze whole-genome sequence data of bacterial genomes and presents a description of their web interfaces. Now, I would like to turn to three articles about GWAS. The main goal of GWAS is the identification of causal variants associated with the phenotype of interest. All GWAS introduce appropriate statistical models to explain the phenotype and then to perform statistical tests. An important challenge in this post-GWAS era is to increase statistical power by using better statistical models and tests, and to investigate the causal effects between modifiable risk factors and the phenotypes via Mendelian randomization (MR). The first article, t
2022韩国基因组组织这是一篇根据知识共享署名许可条款分发的开放获取文章(http://creativecommons.org/licenses/by/4.0/),允许在任何媒体上不受限制地使用、分发和复制,前提是正确引用了原作。本期共有两篇综述文章、八篇原创文章、一篇基因组档案和两篇应用笔记。在这篇社论中,我想重点介绍两篇综述文章,以及关于全基因组关联研究(GWAS)的两篇原创文章和一份申请说明。单细胞RNA测序的最新快速进展使基于单细胞基因表达谱识别肿瘤和免疫系统中各种以前未识别的亚群和罕见细胞状态成为可能。单细胞RNA测序是金正日博士团队(韩国首尔国立大学医学院)发表的第一篇综述文章的主题。这篇综述介绍了目前构建单细胞表观基因组文库的方法的发展,包括具有重要元素的多组学工具和未来的额外要求,重点是DNA甲基化、染色质可及性和组蛋白翻译后修饰。单细胞表观基因组文库有助于理解综合基因调控的原理,该原理通过单独的转录物和由此产生的基因表达程序的输出来决定细胞命运。相应的单细胞表观基因组有望阐明综合单细胞转录组的起源和维持机制。这篇综述在单细胞水平上深入总结了当前细胞分化和疾病发展领域的研究趋势,并向单细胞表观基因组迈进。第二篇综述由Tung博士(缅甸达贡大学)领导,涉及全基因组测序技术的最新发展。虽然全基因组测序数据的分析需要高度复杂的生物信息学工具,但许多研究人员不具备分析基因组数据的生物信息能力,因此无法最大限度地利用全基因组测序。这篇综述提供了一套在线生物信息学工具的实用指南,用于分析细菌基因组的全基因组序列数据,并对其网络界面进行了描述。现在,我想谈谈关于GWAS的三篇文章。GWAS的主要目标是识别与感兴趣表型相关的因果变异。所有GWAS都引入了适当的统计模型来解释表型,然后进行统计测试。后GWAS时代的一个重要挑战是通过使用更好的统计模型和测试来提高统计能力,并通过孟德尔随机化(MR)研究可改变的风险因素和表型之间的因果关系。第一篇文章是关于纵向遗传数据的贝叶斯混合模型,第一作者是Wonil Chung博士(韩国宋西大学)。作者提出了一种使用混合模型的纵向遗传数据的贝叶斯变量选择方法。所有候选遗传变异与非遗传因素的主要影响和相互作用的联合建模可以提高统计能力。作者提供了编辑对本期的介绍(G&I 20:120122)
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引用次数: 0
Experimental development of the epigenomic library construction method to elucidate the epigenetic diversity and causal relationship between epigenome and transcriptome at a single-cell level 表观基因组文库构建方法的实验发展,以在单细胞水平上阐明表观基因组和转录组之间的表观遗传多样性及其因果关系
Pub Date : 2022-03-01 DOI: 10.5808/gi.21078
Kyunghyuk Park, Min Chul Jeon, Bokyung Kim, Bukyoung Cha, Jong-Il Kim
The method of single-cell RNA sequencing has been rapidly developed, and numerous experiments have been conducted over the past decade. Their results allow us to recognize various subpopulations and rare cell states in tissues, tumors, and immune systems that are previously unidentified, and guide us to understand fundamental biological processes that determine cell identity based on single-cell gene expression profiles. However, it is still challenging to understand the principle of comprehensive gene regulation that determines the cell fate only with transcriptome, a consequential output of the gene expression program. To elucidate the mechanisms related to the origin and maintenance of comprehensive single-cell transcriptome, we require a corresponding single-cell epigenome, which is a differentiated information of each cell with an identical genome. This review deals with the current development of single-cell epigenomic library construction methods, including multi-omics tools with crucial factors and additional requirements in the future focusing on DNA methylation, chromatin accessibility, and histone post-translational modifications. The study of cellular differentiation and the disease occurrence at a single-cell level has taken the first step with single-cell transcriptome and is now taking the next step with single-cell epigenome.
单细胞RNA测序方法在过去的十年中得到了迅速的发展,并进行了大量的实验。他们的结果使我们能够识别组织、肿瘤和免疫系统中以前未识别的各种亚群和罕见的细胞状态,并指导我们理解基于单细胞基因表达谱决定细胞身份的基本生物学过程。然而,理解仅通过转录组(基因表达程序的结果输出)决定细胞命运的综合基因调控原理仍然具有挑战性。为了阐明单细胞综合转录组的起源和维持的相关机制,我们需要相应的单细胞表观基因组,这是每个细胞具有相同基因组的分化信息。本文综述了单细胞表观基因组文库构建方法的最新进展,包括具有关键因素的多组学工具和未来关注DNA甲基化、染色质可及性和组蛋白翻译后修饰的附加要求。单细胞水平上对细胞分化和疾病发生的研究已经从单细胞转录组迈出了第一步,现在正从单细胞表观基因组迈出下一步。
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引用次数: 0
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Genomics & informatics
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