基于高覆盖(磷酸化)蛋白质组对人胚胎干细胞干性维持调控网络的解析

目的:对人胚胎干细胞H9的(磷酸化)蛋白质组进行鉴定和深入分析,探讨维持人胚胎干细胞干性的核心调控网络。方法:利用新近发表的TAFT磷酸化肽段富集策略和高精度质谱鉴定技术,采用无标定量方法对H9细胞(磷酸化)蛋白进行定量分析;结合MOTIFX、iGPS、IPA等多种生物信息学分析软件,分析H9细胞的磷酸化基序-激酶、转录因子-靶基因调控网络。结果:获得了目前高度覆盖的H9细胞(磷酸化)蛋白质组数据集,鉴定到8674种蛋白质,其中3898种能够发生磷酸化修饰,包括13 676条磷酸化肽段,高可信度(class 1)磷酸化位点有11 870种。与已有的H9细胞磷酸化蛋白质组数据相比,其中2247种磷酸化蛋白质和10 025种磷酸化位点是本研究新鉴定到的。基于基序和激酶预测分析,推导出与干性维持相关的已知转录调节因子的新的磷酸化修饰基序以及调控其发生磷酸化的激酶。结合多能性转录因子对靶基因的调控信息,构建了多能性调控分子磷酸化修饰及其转录调控的核心网络。此外,还对特定位点的磷酸化修饰水平及其对应蛋白的总体丰度水平进行了比较及功能分析。基于各自的百分位数,比较磷酸化修饰水平与其对应蛋白的总体丰度,发现具有高丰度但低磷酸化修饰水平的蛋白倾向于参与物质转换或物质运输等生物过程,而低丰度但高磷酸化水平的蛋白质倾向于参与信息转导或调控过程。结论:提供了人胚胎干细胞H9高覆盖的(磷酸化)蛋白质组数据,这些数据有助于深入了解蛋白质磷酸化修饰在胚胎干细胞干性维持中所发挥的重要作用,为胚胎干细胞基础和应用研究提供了宝贵的数据资源。     

蛋白质组中蛋白质磷酸化研究进展

随着后基因组时代的到来 ,对生命体器官、组织或细胞的全部蛋白质的表达、修饰及相互作用的研究已成为蛋白质组学的重要任务。蛋白质磷酸化是细胞内信号转导和酶调控最常见的机制之一 ,人类基因组约 2 %的基因编码 5 0 0种激酶和 10 0种磷酸酶。蛋白质磷酸化和去磷酸化作为原核和真核细胞表达调控的关键环节 ,了解其对功能的影响可以深入理解生命系统在分子水平的调控状况。目前蛋白质组磷酸化研究仍是功能基因组面临的重大课题 ,本文对此作一综述     

蛋白质磷酸化修饰的研究进展

蛋白质磷酸化是最常见、最重要的一种蛋白质翻译后修饰方式,它参与和调控生物体内的许多生命活动。通过蛋白质的磷酸化与去磷酸化,调控信号转导、基因表达、细胞周期等诸多细胞过程。随着蛋白质组学技术的发展和应用,蛋白质磷酸化的研究越来越受到广泛的重视。我们介绍了蛋白质磷酸化修饰的主要类型与功能、磷酸化蛋白质分析样品的富集及制备、磷酸化蛋白的鉴定及磷酸化位点的预测、蛋白分离后磷酸化蛋白的检测,及蛋白质磷酸化的分子机制,并综述了近年来国内外的主要相关研究进展。     

基于质谱的磷酸化蛋白质组学: 富集、检测、鉴定和定量

磷酸化是一种调控生命活动的重要翻译后修饰,调控生物的生长发育、信号转导、以及疾病的发生发展．从上世纪80年代开始,质谱应用于蛋白质磷酸化的检测中,极大地推动了磷酸化蛋白质组学的发展．质谱检测拥有高灵敏度、高通量的特点,更重要的是具有位点分辨率,因此基于质谱的磷酸化蛋白质组检测方法得到不断的发展和推广．常见的磷酸化蛋白质组研究,首先对磷酸化肽段进行富集,然后进行串联质谱分析,最后通过搜索引擎对修饰位点进行鉴定和定量．本文从这个三个基本方面,对磷酸化蛋白质组研究进行综述,并对未来研究发展方向进行讨论．     

磷酸化蛋白质组学的新进展及其在肝脏生理和病理机制中的应用

蛋白质磷酸化是最常见的蛋白质翻译后修饰形式。由于蛋白质的磷酸化形式可以被磷酸酶和磷酸激酶进行可逆的调控,所以在众多的生命活动过程中蛋白质的磷酸化修饰起着重要的调控作用,因此对生物体内蛋白质磷酸化修饰的系统研究对于揭示生命科学的奥秘显得十分重要。近年来,随着质谱技术和生物信息学软件以及磷酸化肽段富集方法的发展,利用质谱对生物体内蛋白质磷酸化修饰研究的技术逐渐成熟。肝脏作为人体最重要的代谢和免疫器官,深入研究肝脏细胞内蛋白质磷酸化修饰形式对于理解其功能具有重要指导意义。目前,迅速发展的磷酸化蛋白质组学技术已经被广泛应用到肝脏功能的生物学研究中。这些研究加深了人们对肝脏的生理及病理状态的分子生物学机制的了解。本文综述了当前磷酸化蛋白质组学的研究进展和磷酸化蛋白质组学在肝脏中的研究。     

磷酸化蛋白质组研究中的富集策略

蛋白质的磷酸化与去磷酸化过程,调控着包括信号转换、基因表达、细胞周期等诸多细胞过程。因此,对蛋白质磷酸化修饰的分析是蛋白质组研究中的重要内容。但由于磷酸化蛋白的丰度较低,难以用质谱直接检测。为了解决这个问题,改善质谱对磷酸肽的信号响应,需要对磷酸化蛋白质或磷酸肽进行富集。目前主要的富集方法包括免疫沉淀、固相金属离子亲和色谱、金属氧化物/氢氧化物亲和色谱等。     

羧肽酶Y标记蛋白质羧基端方法的优化及应用

蛋白质水解是一种重要的翻译后修饰,它在许多生化过程 (如细胞凋亡和肿瘤细胞转移等) 中起着极其重要的作用。鉴定蛋白质水解位点可以进一步加深我们对这些生化过程的认识。尽管蛋白质氨基端标记方法和蛋白质组学在复杂生物体系中鉴定获得了许多蛋白质的水解位点,但这种方法存在固有的缺陷。羧基端标记方法是另一种可行的鉴定蛋白质水解位点的方法。本文优化了蛋白质羧基端生物酶标记方法,提高了亲和标记效率,从而可以更好地利用正向分离方法对蛋白质羧基端多肽进行分离并用质谱鉴定。我们用优化后的羧基端标记方法来标记大肠杆菌Escherichia coli复杂蛋白样品后鉴定到了120多个蛋白质羧基端多肽和内切多肽。在其所鉴定的蛋白质水解位点中,我们发现了许多已知和未知的位点,这些新的水解位点有可能在正常生化过程的调控发挥着重要的作用。该研究提供了一个可以与蛋白质氨基端组学互为补充、可在复杂体系中鉴定蛋白质水解的方法。     

羧肽酶Y标记蛋白质羧基端方法的优化及应用（英文）

蛋白质水解是一种重要的翻译后修饰,它在许多生化过程(如细胞凋亡和肿瘤细胞转移等)中起着极其重要的作用。鉴定蛋白质水解位点可以进一步加深我们对这些生化过程的认识。尽管蛋白质氨基端标记方法和蛋白质组学在复杂生物体系中鉴定获得了许多蛋白质的水解位点,但这种方法存在固有的缺陷。羧基端标记方法是另一种可行的鉴定蛋白质水解位点的方法。本文优化了蛋白质羧基端生物酶标记方法,提高了亲和标记效率,从而可以更好地利用正向分离方法对蛋白质羧基端多肽进行分离并用质谱鉴定。我们用优化后的羧基端标记方法来标记大肠杆菌Escherichia coli复杂蛋白样品后鉴定到了120多个蛋白质羧基端多肽和内切多肽。在其所鉴定的蛋白质水解位点中,我们发现了许多已知和未知的位点,这些新的水解位点有可能在正常生化过程的调控中发挥着重要的作用。该研究提供了一个可以与蛋白质氨基端组学互为补充、可在复杂体系中鉴定蛋白质水解的方法。     

蓝藻的蛋白质翻译后修饰研究进展

蛋白质翻译后修饰系统几乎参与了细胞所有的正常生命活动过程,并发挥着重要的调控作用。目前,基于生物质谱技术进行蛋白质翻译后修饰的规模化分析鉴定,已经成为蛋白质组学研究的核心内容之一。近年来的研究表明,蓝藻细胞中存在着复杂的蛋白质翻译后修饰系统,如磷酸化,乙酰化,甲基化,糖基化,氧化等,这些翻译后修饰在蓝藻细胞的代谢过程中可能发挥着重要的调控作用。本文主要针对蓝藻细胞中蛋白质翻译后修饰的发现与鉴定,以及翻译后修饰潜在的生物学功能展开简要综述。     

基于质谱的蛋白质组学信号网络研究进展

细胞信号转导网络调控着所有细胞和器官的生物学过程。以往信号转导网络的研究主要采用一些生物化学方法开展,如抗体技术。目前,基于质谱的大规模蛋白质组学研究可以在翻译后修饰、蛋白质互作及蛋白质表达水平上,系统地研究信号转导事件。基于蛋白质组学的大规模信号转导的研究将改变我们对信号转导网络的理解。从蛋白质组翻译后修饰、蛋白质互作及蛋白质表达3个方面综述了质谱在信号转导方面的研究。     

Protein networks reveal organ-specific defense strategies in maize in response to an aboveground herbivore

Many of the proteins and defense pathways in maize that are activated in an organ-specific manner in leaves and roots during aboveground caterpillar attack have not yet been identified. In this study, we examined systemic and organ-specific defenses in the insect-resistant maize genotype, Mp708, when infested aboveground with fall armyworm (FAW, Spodoptera frugiperda). We used proteomic and network biology analyses and then integrated these data with known FAW resistance QTL to create a protein abundance QTL (pQTL) subnetwork. Using 10-plex tandem mass spectrometry tags (TMT) proteomics technique, we identified a total of 4675 proteins in leaves and roots of control and FAW-infested plants. Among the identified proteins, 794 had significant differences in abundance in response to FAW herbivory. Proteins that were upregulated in leaves during FAW infestation included jasmonic acid biosynthetic enzymes, cysteine proteases, protease inhibitors, REDOX-related proteins, and peroxidases. In roots, highly abundant proteins were involved in ET biosynthesis, DNA expression regulation, and pyruvate biosynthesis. We found many proteins that possibly contribute different defense functions to FAW resistance in Mp708. One potential resistance mechanism identified was that trade-offs between growth and defense responses were reduced in Mp708. Some of the proteins involved in this trade-off that were found within the pQTL subnetwork were the Kinesin-like protein (GRMZM2G046186_P01) and Pi starvation-induced protein (GRMZM2G118037_P01). We proposed other mechanisms contributing to resistance that suggest that jasmonic acid and ethylene control the local accumulation of insecticidal cysteine protease (MIR1-CP) in leaves, while ethylene controlled the systemic accumulation of MIR1-CP in roots. Finally, we hypothesized that receptor kinases such as receptor protein kinase 1 (GRMZM2G055678) could be involved in the activation of root-specific defense responses during aboveground insect infestation.     

Bioinformatics Analysis of Microarray Data to Reveal Novel Genes Related to Cold-Resistance of Maize

Low temperature has become a major abiotic stress factor that can reduce maize yield and cause a number of economic loss. This study was designed to identify key genes and pathways associated with coldresistance of maize. The gene expression profile GSE46704, including 4 control temperature treated plants and 4 low temperature treated plants, was downloaded from the Gene Expression Omnibus database. Differentially-expressed genes (DEGs) were identified by limma package. Then, protein-protein interaction (PPI) network and module selection were constructed using Cytoscape. Moreover, the DEGs were re-matched based on the Zea mays L. gene ID and symbol data from PlantRegMap. Finally, the re-matched DEGs were performed functional and pathway enrichment analyses by the DAVID online tool. A total of 750 DEGs were screened (including 387 up-regulated and 363 down-regulated genes) In the PPI network, GRMZM2G070837_P01 and GRMZM2G114578_P01 had higher degrees. Besides, carbohydrate metabolic process, starch and sucrose metabolism and biosynthesis of secondary metabolites were significantly enriched in functional and pathway enrichment analysis. GRMZM2G070837_P01 and GRMZM2G114578_P01 might play a critical role in cold-resistance of maize. Meanwhile, carbohydrate metabolic process, starch and sucrose metabolism and biosynthesis of secondary metabolites might function in cold-resistance of maize.     

A phosphoproteomic landscape of rice (Oryza sativa) tissues

Protein phosphorylation is an important posttranslational modification that regulates various plant developmental processes. Here, we report a comprehensive, quantitative phosphoproteomic profile of six rice tissues, including callus, leaf, root, shoot meristem, young panicle and mature panicle from Nipponbare by employing a mass spectrometry (MS)‐based, label‐free approach. A total of 7171 unique phosphorylation sites in 4792 phosphopeptides from 2657 phosphoproteins were identified, of which 4613 peptides were differentially phosphorylated (DP) among the tissues. Motif‐X analysis revealed eight significantly enriched motifs, such as [sP], [Rxxs] and [tP] from the rice phosphosites. Hierarchical clustering analysis divided the DP peptides into 63 subgroups, which showed divergent spatial‐phosphorylation patterns among tissues. These clustered proteins are functionally related to nutrition uptake in roots, photosynthesis in leaves and tissue differentiation in panicles. Phosphorylations were specific in the tissues where the target proteins execute their functions, suggesting that phosphorylation might be a key mechanism to regulate the protein activity in different tissues. This study greatly expands the rice phosphoproteomic dataset, and also offers insight into the regulatory roles of phosphorylation in tissue development and functions.     

Dynamic Phosphoproteome Profiling of Zebrafish Embryonic Fibroblasts during Cold Acclimation

Temperature affects almost all aspects of the fish life. To cope with low temperature, fish have evolved the ability of cold acclimation for survival. However, intracellular signaling events underlying cold acclimation in fish remain largely unknown. Here, the formation of cold acclimation in zebrafish embryonic fibroblasts (ZF4) is monitored and the phosphorylation events during the process are investigated through a large‐scale quantitative phosphoproteomic approach. In total, 11 474 phosphorylation sites are identified on 4066 proteins and quantified 5772 phosphosites on 2519 proteins. Serine, threonine, and tyrosine (Ser/Thr/Tyr) phosphorylation accounted for 85.5%, 13.3%, and 1.2% of total phosphosites, respectively. Among all phosphosites, 702 phosphosites on 510 proteins show differential regulation during cold acclimation of ZF4 cells. These phosphosites are divided into six clusters according to their dynamic changes during cold exposure. Kinase–substrate prediction reveals that mitogen‐activated protein kinase (MAPK) among the kinase groups is predominantly responsible for phosphorylation of these phosphosites. The differentially regulated phosphoproteins are functionally associated with various cellular processes such as regulation of actin cytoskeleton and MAPK signaling pathway. These data enrich the database of protein phosphorylation sites in zebrafish and provide key clues for the elucidation of intracellular signaling networks during cold acclimation of fish.     

Phosphoproteomic analysis of STRIPAK mutants identifies a conserved serine phosphorylation site in PAK kinase CLA4 to be important in fungal sexual development and polarized growth

The highly conserved striatin-interacting phosphatases and kinases (STRIPAK) complex regulates phosphorylation/dephosphorylation of developmental proteins in eukaryotic microorganisms, animals and humans. To first identify potential targets of STRIPAK, we performed extensive isobaric tags for relative and absolute quantification-based proteomic and phosphoproteomic analyses in the filamentous fungus Sordaria macrospora. In total, we identified 4,193 proteins and 2,489 phosphoproteins, which are represented by 10,635 phosphopeptides. By comparing phosphorylation data from wild type and mutants, we identified 228 phosphoproteins to be regulated in all three STRIPAK mutants, thus representing potential targets of STRIPAK. To provide an exemplarily functional analysis of a STRIPAK-dependent phosphorylated protein, we selected CLA4, a member of the conserved p21-activated kinase family. Functional characterization of the ∆cla4 deletion strain showed that CLA4 controls sexual development and polarized growth. To determine the functional relevance of CLA4 phosphorylation and the impact of specific phosphorylation sites on development, we next generated phosphomimetic and -deficient variants of CLA4. This analysis identified (de)phosphorylation of a highly conserved serine (S685) residue in the catalytic domain of CLA4 as being important for fungal cellular development. Collectively, these analyses significantly contribute to the understanding of the mechanistic function of STRIPAK as a phosphatase and kinase signaling complex.     

Quantitative proteomics indicate a strong correlation of mitotic phospho-/dephosphorylation with non-structured regions of substrates

Protein phosphorylation plays a critical role in the regulation and progression of mitosis. >40,000 phosphorylated residues and the associated kinases have been identified to date via proteomic analyses. Although some of these phosphosites are associated with regulation of either protein-protein interactions or the catalytic activity of the substrate protein, the roles of most mitotic phosphosites remain unclear. In this study, we examined structural properties of mitotic phosphosites and neighboring residues to understand the role of heavy phosphorylation in non-structured domains. Quantitative mass spectrometry analysis of mitosis-arrested and non-arrested HeLa cells revealed >4100 and > 2200 residues either significantly phosphorylated or dephosphorylated, respectively, at mitotic entry. The calculated disorder scores of amino acid sequences of neighboring individual phosphosites revealed that >70% of dephosphorylated phosphosites exist in disordered regions, whereas 50% of phosphorylated sites exist in non-structured domains. A clear inverse correlation was observed between probability of phosphorylation in non-structured domain and increment of phosphorylation in mitosis. These results indicate that at entry to mitosis, a significant number of phosphate groups are removed from non-structured domains and transferred to more-structured domains. Gene ontology term analysis revealed that mitosis-related proteins are heavily phosphorylated, whereas RNA-related proteins are both dephosphorylated and phosphorylated, suggesting that heavy phosphorylation/dephosphorylation in non-structured domains of RNA-binding proteins plays a role in dynamic rearrangement of RNA-containing organelles, as well as other intracellular environments.     

Protein kinases phosphorylate long disordered regions in intrinsically disordered proteins

Phosphorylation is a major post‐translational modification that plays a central role in signaling pathways. Protein kinases phosphorylate substrates (phosphoproteins) by adding phosphate at Ser/Thr or Tyr residues (phosphosites). A large amount of data identifying and describing phosphosites in phosphoproteins has been reported but the specificity of phosphorylation is not fully resolved. In this report, data of kinase‐substrate pairs identified by the Kinase‐Interacting Substrate Screening (KISS) method were used to analyze phosphosites in intrinsically disordered regions (IDRs) of intrinsically disordered proteins. We compared phosphorylated and nonphosphorylated IDRs and found that the phosphorylated IDRs were significantly longer than nonphosphorylated IDRs. The phosphorylated IDR is often the longest IDR (71%) in a phosphoprotein when only a single phosphosite exists in the IDR, and when the phosphoprotein has multiple phosphosites in an IDR(s), the phosphosites are primarily localized in a single IDR (78%) and this IDR is usually the longest one (81%). We constructed a stochastic model of phosphorylation to estimate the effect of IDR length. The model that accounted for IDR length produced more realistic results when compared with a model that excluded the IDR length. We propose that the IDR length is a significant determinant for locating kinase phosphorylation sites in phosphoproteins.