Identification of lysine succinylation as a new post-translational modification

Of the 20 ribosomally coded amino acid residues, lysine is the most frequently post-translationally modified, which has important functional and regulatory consequences. Here we report the identification and verification of a previously unreported form of protein post-translational modification (PTM): lysine succinylation. The succinyllysine residue was initially identified by mass spectrometry and protein sequence alignment. The identified succinyllysine peptides derived from in vivo proteins were verified by western blot analysis, in vivo labeling with isotopic succinate, MS/MS and HPLC coelution of their synthetic counterparts. We further show that lysine succinylation is evolutionarily conserved and that this PTM responds to different physiological conditions. Our study also implies that succinyl-CoA might be a cofactor for lysine succinylation. Given the apparent high abundance of lysine succinylation and the significant structural changes induced by this PTM, it is expected that lysine succinylation has important cellular functions.     

PLMLA: prediction of lysine methylation and lysine acetylation by combining multiple features

Post-translational lysine methylation and acetylation are two major modifications of lysine residues. They play critical roles in various biological processes, especially in gene regulation. Identification of protein methylation and acetylation sites would be a foundation for understanding their modification dynamics and molecular mechanism. This work presents a method called PLMLA that incorporates protein sequence information, secondary structure and amino acid properties to predict methylation and acetylation of lysine residues in whole protein sequences. We apply an encoding scheme based on grouped weight and position weight amino acid composition to extract sequence information and physicochemical properties around lysine sites. The prediction accuracy for methyllysine and acetyllysine are 83.02% and 83.08%, respectively. Feature analysis reveals that methyllysine is likely to occur at the coil region and acetyllysine prefers to occur at the helix region of protein. The upstream residues away from the central site may be close to methylated lysine in three-dimensional structure and have a significant influence on methyllysine, while the positively charged residues may have a significant influence on acetyllysine. The online service is available at http://bioinfo.ncu.edu.cn/inquiries_PLMLA.aspx.     

Characterization and prediction of lysine (K)-acetyl-transferase specific acetylation sites

Lysine acetylation is a well-studied post-translational modification on both histone and nonhistone proteins. More than 2000 acetylated proteins and 4000 lysine acetylation sites have been identified by large scale mass spectrometry or traditional experimental methods. Although over 20 lysine (K)-acetyl-transferases (KATs) have been characterized, which KAT is responsible for a given protein or lysine site acetylation is mostly unknown. In this work, we collected KAT-specific acetylation sites manually and analyzed sequence features surrounding the acetylated lysine of substrates from three main KAT families (CBP/p300, GCN5/PCAF, and the MYST family). We found that each of the three KAT families acetylates lysines with different sequence features. Based on these differences, we developed a computer program, Acetylation Set Enrichment Based method to predict which KAT-families are responsible for acetylation of a given protein or lysine site. Finally, we evaluated the efficiency of our method, and experimentally detected four proteins that were predicted to be acetylated by two KAT families when one representative member of the KAT family is over expressed. We conclude that our approach, combined with more traditional experimental methods, may be useful for identifying KAT families responsible for acetylated substrates proteome-wide.     

MiR-21靶基因预测和生物信息学分析

为了利用生物信息学方法预测miR-21的靶基因及其功能,为后续研究miR-21及其靶基因在结肠癌发生中的作用机制奠定基础。研究通过miRBase获取并分析多个物种的miR-21的序列特征;应用Target Scan、Pic Tar,miRanda及miRecords 4种在线工具预测miR-21的靶基因,结合已证实的靶基因,对靶基因进行功能注释和信号通路富集分析;通过查找文献,综述miR-21的功能,结合功能注释和信号通路富集分析为进一步研究mir-21在结肠癌发生中的作用提供理论基础。     

A method to distinguish between lysine acetylation and lysine ubiquitination with feature selection and analysis

Lysine acetylation and ubiquitination are two primary post-translational modifications (PTMs) in most eukaryotic proteins. Lysine residues are targets for both types of PTMs, resulting in different cellular roles. With the increasing availability of protein sequences and PTM data, it is challenging to distinguish the two types of PTMs on lysine residues. Experimental approaches are often laborious and time consuming. There is an urgent need for computational tools to distinguish between lysine acetylation and ubiquitination. In this study, we developed a novel method, called DAUFSA (distinguish between lysine acetylation and lysine ubiquitination with feature selection and analysis), to discriminate ubiquitinated and acetylated lysine residues. The method incorporated several types of features: PSSM (position-specific scoring matrix) conservation scores, amino acid factors, secondary structures, solvent accessibilities, and disorder scores. By using the mRMR (maximum relevance minimum redundancy) method and the IFS (incremental feature selection) method, an optimal feature set containing 290 features was selected from all incorporated features. A dagging-based classifier constructed by the optimal features achieved a classification accuracy of 69.53%, with an MCC of .3853. An optimal feature set analysis showed that the PSSM conservation score features and the amino acid factor features were the most important attributes, suggesting differences between acetylation and ubiquitination. Our study results also supported previous findings that different motifs were employed by acetylation and ubiquitination. The feature differences between the two modifications revealed in this study are worthy of experimental validation and further investigation.     

A general user interface for prediction servers of proteins' post-translational modification sites

Post-translational modifications (PTMs) of proteins play essential roles in governing the functions and dynamics of proteins and are implicated in many cellular processes. Several types of PTMs have been investigated through computational approaches, including phosphorylation, sumoylation, palmitoylation, and lysine and arginine methylation, among others. Because the large diversity in the user interfaces (UIs) of different prediction servers for PTMs could possibly hinder experimental biologists in using these servers, we propose to develop a protocol for a unified UI for PTM prediction servers, based on our own work and that of other groups on PTM site prediction. By following this protocol, tool developers can provide a uniform UI regardless of the PTM types and the underlying computational algorithms. With such uniformity in the UI, experimental biologists would be able to use any PTM prediction server compliant with this protocol once they had learned to use one of them. It takes a typical PTM prediction server compliant with this unified UI several minutes to calculate the prediction results for a protein 1,000 amino acids in length.     

Bioinformatic prediction and analysis of eukaryotic protein kinases in the rat genome

Eukaryotic protein kinases, containing a conserved catalytic domain, represent one of the largest superfamilies of the eukaryotic proteins and play distinct roles in cell signaling and diseases. Near completion of rat genome sequencing project enables the evaluation of a near complete set of rat protein kinases. Publicly accessible genetic sequence databases were searched for rat protein kinases, and 515 eukaryotic protein kinases, 40 atypical protein kinases and 45 kinase pseudogenes were identified. The rat has 509 putative protein kinases orthologous to human kinases. Unlike microtubule affinity-regulating kinases, the rat has a few more kinases, in addition to the orthologous pairs of mouse kinases. The comparison of 11 different eukaryotic species revealed the evolutionary conservation of this diverse family of proteins. The evolutionary rate studies of human disease and non-disease associated kinases suggested that relatively uniform selective pressures have been applied to these kinase classes. This bioinformatic study of the rat protein kinases provides a suitable framework for further characterization of the functional and structural properties of these protein kinases.     

A newly discovered post-translational modification--the acetylation of serine and threonine residues

Recent studies on a bacterial virulence factor, YopJ of Yersinia, have led to the realization that the acetylation of serine and threonine residues could be an important form of post-translational modification in eukaryotes. Although the identification of the machinery used for the addition and removal of acetyl groups on serine or threonine residues is in its infancy, the enzymes thus-far studied provide early insight into the mechanism of this newly discovered post-translational modification, and hint at its potential importance. For example, acetylation can compete with phosphorylation targeted to the same residues and could, therefore, alter the course of signaling pathways. What are the implications for signal transduction in eukaryotes and how widespread could acetylation of serine and threonine prove to be?     

意大利蜜蜂幼虫肠道的miRNAs的生物信息学预测及分析

【目的】蜜蜂肠道是食物消化和营养吸收的主要部位,同时也是抵御病原侵染的重要场所。本研究旨在对意大利蜜蜂Apismelliferaligustica(简称意蜂)幼虫肠道的microRNAs(miRNAs)及其靶基因进行深入分析,进而解析miRNAs在幼虫肠道发育和生长过程中的作用。【方法】利用small RNA-seq(sRNA-seq)技术对意蜂4、5和6日龄幼虫肠道进行测序,通过相关生物信息学软件对意蜂幼虫肠道的miRNAs进行预测及分析。利用TargetFinder软件预测miRNAs的靶基因,然后将靶基因通过BLAST软件进行GO和KEGG数据库的功能注释。利用Cytoscape软件构建miRNAs与其靶向结合的mRNAs的调控网络。【结果】意蜂幼虫肠道样品的测序共获得96 329 456条有效标签序列(Clean tags),预测出560个miRNAs,包括45个novelmiRNAs。上述miRNAs的长度主要分布在17-27nt之间,且不同长度的miRNAs的首位碱基偏向性具有明显差异。表达量聚类分析结果显示,331个miRNAs为4、5和6日龄幼虫肠道所共有且表达量较为稳定,随着发育时间延长,特有miRNAs的表达水平呈总体增加的趋势。利用TargetFinder软件共预测出16479个意蜂幼虫肠道的靶基因,其中有8132和3361个可分别注释到GO和KEGG数据库,进一步分析发现有224个靶基因注释在Wnt信号通路,分别有2个和27个靶基因与保幼激素和蜕皮激素的调控密切相关。【结论】本研究在全基因组水平对意蜂幼虫肠道的miRNAs进行预测和分析,研究结果不仅丰富了意蜂的miRNAs信息,也为深入研究意蜂幼虫肠道的生长发育机理打下了初步基础。     

Heterogeneous post-translational modification of Actinobacillus actinomycetemcomitans fimbrillin

Fresh isolates of Actinobacillus actinomycetemcomitans produce bundle-forming fimbriae. The exact molecular mass of A. actinomycetemcomitans fimbrillin, a structural subunit of fimbriae, was determined by liquid chromatography-electrospray ionization mass spectrometry. Three major molecular species with 6,226.0, 6,366.0, and 6,513.0 Da were detected in a purified fimbrial fraction from the strain 310-a. These molecular masses were significantly higher than the molecular weight (5,118 Da) calculated from nucleotide sequence data of the fimbrillin gene, flp, suggesting that the fimbrial peptides were post-translationally modified. Modification of the fimbrial peptides was also suggested by an N-terminal amino acid sequence analysis of fimbrillin peptic fragments, with the modified amino acids being due to seven serine or asparagine residues located in the C-terminal region. A periodate oxidation/biotin-hydrazide labeling assay of fimbrillin suggested that it might be glycosylated.     

Proteomic analysis of lysine acetylation sites in rat tissues reveals organ specificity and subcellular patterns

Lysine acetylation is a major posttranslational modification involved in a broad array of physiological functions. Here, we provide an organ-wide map of lysine acetylation sites from 16 rat tissues analyzed by high-resolution tandem mass spectrometry. We quantify 15,474 modification sites on 4,541 proteins and provide the data set as a web-based database. We demonstrate that lysine acetylation displays site-specific sequence motifs that diverge between cellular compartments, with a significant fraction of nuclear sites conforming to the consensus motifs G-AcK and AcK-P. Our data set reveals that the subcellular acetylation distribution is tissue-type dependent and that acetylation targets tissue-specific pathways involved in fundamental physiological processes. We compare lysine acetylation patterns for rat as well as human skeletal muscle biopsies and demonstrate its general involvement in muscle contraction. Furthermore, we illustrate that acetylation of fructose-bisphosphate aldolase and glycerol-3-phosphate dehydrogenase serves as a cellular mechanism to switch off enzymatic activity.     

Nepsilon-formylation of lysine is a widespread post-translational modification of nuclear proteins occurring at residues involved in regulation of chromatin function

Post-translational modification of histones and other chromosomal proteins regulates chromatin conformation and gene activity. Methylation and acetylation of lysyl residues are among the most frequently described modifications in these proteins. Whereas these modifications have been studied in detail, very little is known about a recently discovered chemical modification, the N^ε-lysine formylation, in histones and other nuclear proteins. Here we mapped, for the first time, the sites of lysine formylation in histones and several other nuclear proteins. We found that core and linker histones are formylated at multiple lysyl residues located both in the tails and globular domains of histones. In core histones, formylation was found at lysyl residues known to be involved in organization of nucleosomal particles that are frequently acetylated and methylated. In linker histones and high mobility group proteins, multiple formylation sites were mapped to residues with important role in DNA binding. N^ε-lysine formylation in chromosomal proteins is relatively abundant, suggesting that it may interfere with epigenetic mechanisms governing chromatin function, which could lead to deregulation of the cell and disease.     

Regulation by S-nitrosylation of protein post-translational modification

Protein post-translational modification by S-nitrosylation conveys a ubiquitous influence of nitric oxide on signal transduction in eukaryotic cells. The wide functional purview of S-nitrosylation reflects in part the regulation by S-nitrosylation of the principal protein post-translational modifications that play a role in cell signaling, including phosphorylation, acetylation, ubiquitylation and related modifications, palmitoylation, and alternative Cys-based redox modifications. In this minireview, we discuss the mechanisms through which S-nitrosylation exerts its broad pleiotropic influence on protein post-translational modification.