Quantitative chemical proteomics approach to identify post-translational modification-mediated protein-protein interactions

Post-translational modifications (PTMs) (e.g., acetylation, methylation, and phosphorylation) play crucial roles in regulating the diverse protein-protein interactions involved in essentially every cellular process. While significant progress has been made to detect PTMs, profiling protein-protein interactions mediated by these PTMs remains a challenge. Here, we report a method that combines a photo-cross-linking strategy with stable isotope labeling in cell culture (SILAC)-based quantitative mass spectrometry to identify PTM-dependent protein-protein interactions. To develop and apply this approach, we focused on trimethylated lysine-4 at the histone H3 N-terminus (H3K4Me(3)), a PTM linked to actively transcribed gene promoters. Our approach identified proteins previously known to recognize this modification and MORC3 as a new protein that binds H3M4Me(3). This study indicates that our cross-linking-assisted and SILAC-based protein identification (CLASPI) approach can be used to profile protein-protein interactions mediated by PTMs, such as lysine methylation.     

Mapping Post-translational Modifications of Histones H2A, H2B and H4 in Schizosaccharomyces pombe

Core histones are known to carry a variety of post-translational modifications (PTMs), including acetylation, phosphorylation, methylation and ubiquitination, which play important roles in the epigenetic control of gene expression. The nature and biological functions of these PTMs in histones from plants, animals and budding yeast have been extensively investigated. In contrast, the corresponding studies for fission yeast were mainly focused on histone H3. In the present study, we applied LC-nano-ESI-MS/MS, coupled with multiple protease digestion, to identify PTMs in histones H2A, H2B and H4 from Schizosaccharomyces pombe (S. pombe), the typical model organism of fission yeast. Various protease digestions provided high sequence coverage for PTM mapping, and accurate mass measurement of fragment ions allowed for unambiguous differentiation of acetylation from tri-methylation. Many modification sites conserved in other organisms were identified in S. pombe. In addition, some unique modification sites, including N-terminal acetylation in H2A and H2B as well as K123 acetylation in H2A.β, were observed. Our results provide a comprehensive picture of the PTMs of histones H2A, H2B and H4 in S. pombe, which serves as a foundation for future investigations on the regulation and functions of histone modifications in this important model organism.     

Synthesis of Ras proteins and their application in biofunctional studies

We summarized the developed strategies including chemical total synthesis, biosynthesis and semi-synthesis for producing Ras proteins with modification and their application in biological studies.     

A quantitative analysis of histone methylation and acetylation isoforms from their deuteroacetylated derivatives: application to a series of knockout mutants

The core histones, H2A, H2B, H3 and H4, undergo post‐translational modifications (PTMs) including lysine acetylation, methylation and ubiquitylation, arginine methylation and serine phosphorylation. Lysine residues may be mono‐, di‐ and trimethylated, the latter resulting in an addition of mass to the protein that differs from acetylation by only 0.03639 Da, but that can be distinguished either on high‐performance mass spectrometers with sufficient mass accuracy and mass resolution or via retention times. Here we describe the use of chemical derivatization to quantify methylated and acetylated histone isoforms by forming deuteroacetylated histone derivatives prior to tryptic digestion and bottom‐up liquid chromatography‐mass spectrometric analysis. The deuteroacetylation of unmodified or mono‐methylated lysine residues produces a chemically identical set of tryptic peptides when comparing the unmodified and modified versions of a protein, making it possible to directly quantify lysine acetylation. In this work, the deuteroacetylation technique is used to examine a single histone H3 peptide with methyl and acetyl modifications at different lysine residues and to quantify the relative abundance of each modification in different deacetylase and methylase knockout yeast strains. This application demonstrates the use of the deuteroacetylation technique to characterize modification ‘cross‐talk’ by correlating different PTMs on the same histone tail. Copyright © 2013 John Wiley & Sons, Ltd.     

Site-specific mapping and time-resolved monitoring of lysine methylation by high-resolution NMR spectroscopy

Methylation and acetylation of protein lysine residues constitute abundant post-translational modifications (PTMs) that regulate a plethora of biological processes. In eukaryotic proteins, lysines are often mono-, di-, or trimethylated, which may signal different biological outcomes. Deconvoluting these different PTM types and PTM states is not easily accomplished with existing analytical tools. Here, we demonstrate the unique ability of NMR spectroscopy to discriminate between lysine acetylation and mono-, di-, or trimethylation in a site-specific and quantitative manner. This enables mapping and monitoring of lysine acetylation and methylation reactions in a nondisruptive and continuous fashion. Time-resolved NMR measurements of different methylation events in complex environments including cell extracts contribute to our understanding of how these PTMs are established in vitro and in vivo.     

质谱技术鉴定细胞中组蛋白翻译后修饰的研究进展*

组蛋白是真核细胞中构成染色质内核小体的主要元件,其翻译后修饰蕴藏着组蛋白密码,是表观遗传学的重要内容,影响染色质的结构和功能,进而调控基因表达。组蛋白翻译后修饰形式的鉴定是揭示组蛋白密码的关键,目前质谱技术已经成为分析组蛋白及其翻译后修饰的重要工具。本文综述了组蛋白翻译后修饰鉴定方法的新进展,介绍了基于质谱技术“bottom up”和“top down”的组蛋白分析策略,及CID、ECD和ETD等鉴定组蛋白修饰位点的质谱碎片裂解技术,并结合当前研究进展,评述了质谱技术在组蛋白翻译后修饰谱的鉴定、组蛋白各种变体的测定、以及在生理过程中组蛋白修饰丰度动态变化的定量分析等方面应用的新进展。     

Multiplex Identification of Post-Translational Modifications at Point-of-Care by Deep Learning-Assisted Hydrogel Sensors

Multiplex detection of protein post-translational modifications (PTMs), especially at point-of-care, is of great significance in cancer diagnosis. Herein, we report a machine learning-assisted photonic crystal hydrogel (PCH) sensor for multiplex detection of PTMs. With closely-related PCH sensors microfabricated on a single chip, our design achieved not only rapid screening of PTMs at specific protein sites by using only naked eyes/cellphone, but also the feasibility of real-time monitoring of phosphorylation reactions. By taking advantage of multiplex sensor chips and a neural network algorithm, accurate prediction of PTMs by both their types and concentrations was enabled. This approach was ultimately used to detect and differentiate up/down regulation of different phosphorylation sites within the same protein in live mammalian cells. Our developed method thus holds potential for POC identification of various PTMs in early-stage diagnosis of protein-related diseases.     

Posttranslational modifications and subcellular localization signals: indicators of sequence regions without inherent 3D structure?

Given the huge number of sequences of otherwise uncharacterized protein sequences, computer-aided prediction of posttranslational modifications (PTMs) and translocation signals from amino acid sequence becomes a necessity. We have contributed to this multi-faceted, worldwide effort with the development of predictors for GPI lipid anchor sites, for N-terminal N-myristoylation sites, for farnesyl and geranylgeranyl anchor attachment as well as for the PTS1 peroxisomal signal. Although the substrate protein sequence signals for various PTMs or translocation systems vary dramatically, we found that their principal architecture is similar for all the cases studied. Typically, a small stretch of the amino acid residues is buried in the catalytic cleft of the protein-modifying enzyme (or the binding site of the transporter). This piece most intensely interacts with the enzyme and its sequence variability is most restricted. This stretch is surrounded by linker segments that connect the part bound by the enzyme with the rest of the substrate protein. These residues are, as a trend, small with a flexible backbone and polar. Due to the mechanistic requirements of binding to the enzyme, we suggest that most PTM sites are necessarily embedded into intrinsically disordered regions (except for cases of autocatalytic PTMs, PTMs executed in the unfolded state or non-enzymatic PTMs) and this issue requires consideration in structural studies of proteins with complex architecture. Surprisingly, some proteins carry sequence signals for posttranslational modification or translocation that remain hidden in the normal biological context but can become fully functional in certain conditions.     

Comprehensive Profiling for Histone H4of Human Liver Cells Using High Resolution LTQ-Orbitrap Mass Spectrometry

The post translational modifications of histone variants are playing an important role in the structure of chro‐ matin, the regulation of gene activities and the diagnosis of diseases, and conducting in‐depth researches and discovering new sites depend on new and rational analytical methods to some extent. In this work, the combinatorial method of high resolution LTQ‐Orbitrap mass spectrometry and multiple enzymes was employed to identify the post translational modifications (PTMs) of histone H4 of human liver cells. The novel methylation site, argnine 67 (R 67), was observed besides some sites reported previously such as lysine 31 (K 31), lysine 44 (K 44), argnine 55 (R 55) and lysine 59 (K 59) in the global domain. Meanwhile, various combinations of acetylation of lysine 5 (K 5), lysine 8 (K 8), lysine 12 (K 12), lysine 16 (K 16) and methylation of lysine 20 (K 20) in the NH₂‐terminal tails were also identified after the LC‐MS/MS analysis of trypsin, Arg‐C, Glu‐C and chymotrypsin digests.     

Methyl group migration during the fragmentation of singly charged ions of trimethyllysine-containing peptides: Precaution of using MS/MS of singly charged ions for interrogating peptide methylation

Core histones are susceptible to a range of post-translational modifications (PTMs), including acetylation, phosphorylation, methylation, and ubiquitination, which play important roles in the epigenetic control of gene expression. Here, we observed an unusual discrepancy between MALDI-MS/MS and ESI-MS/MS on the methylation of trimethyllysine-containing peptides with residues 9–17 from human histone H3 and residues 73–83 from yeast histone H3. It turned out that the discrepancy could be attributed to an unusual methyl group migration from the side chain of trimethyllysine to the C-terminal arginine residue during peptide fragmentation, and this methyl group transfer only occurred for singly charged ions, but not for doubly charged ions. The methyl group transfer argument received its support from the results on the studies of the fragmentation of the ESI- or MALDI-produced singly charged ions of several synthetic trimethyllysine-bearing peptides. The results presented in this study highlighted that caution should be exerted while MS/MS of singly charged ions is employed to interrogate the PTMs of trimethyllysine-containing peptides.     

基于ProteinGoggle 2.0的组蛋白H4蛋白质变体的自上而下表征

由于大量可能蛋白质变体以及每一个翻译后修饰大量可能位点的存在,核心组蛋白上密集的组合式翻译后修饰的自上而下表征一直是一个巨大的分析挑战。结合高分辨串级质谱,基于同位素质荷比和轮廓指纹比对的整体蛋白质数据库搜索引擎ProteinGoggle 2.0在组蛋白翻译后修饰的自上而下鉴定方面拥有诸多独特的优势。该文报道ProteinGoggle 2.0对HeLa核心组蛋白H4的数据库搜索及蛋白质变体的鉴定结果。基于从UniProt网站下载的人类核心组蛋白H4的纯文本文件和“鸟枪法”注释,ProteinGoggle 2.0首先创建包含所有可能蛋白质变体的理论数据库;从纯文本文件中提取的信息主要是氨基酸序列、可能的翻译后修饰（单甲基化、二甲基化、三甲基化、乙酰化和磷酸化）及氨基酸变异（A77→P）。在控制质谱水平假阳性率低于1%的前提下,共鉴定到426个蛋白质变体,这是目前为止H4蛋白质变体的最全报道。这些ProteinGoggle 2.0鉴定到的H4蛋白质变体也与之前报道的ProSightPC 2.0的鉴定结果进行了肩并肩比较。总而言之,ProteinGoggle 2.0可以对具有复杂组合修饰及氨基酸变异的蛋白质组进行数据库搜索和蛋白质变体鉴定。     

Pan-cancer analysis of DNA epigenetic modifications by hydrophilic interaction liquid chromatography-tandem mass spectrometry

Accumulating evidence in recent years indicates that DNA methylation (5-methyl-2′-deoxycytidine, 5-mdC) and hydroxymethylation (5-hydroxymethyl-2′-deoxycytidine, 5-hmdC) have been implicated in various biological processes, and the aberrations of these DNA cytosine modifications is tightly associated with cancer. N⁶-methyl-2′-deoxyadenosine (m⁶dA), as a newly discovered epigenetic modification in genome of mammals, has been demonstrated to play vital regulatory roles in tumorigenesis. However, the content information of m⁶dA in human tumor tissues is still limited and pan-cancer analysis of these DNA epigenetic modifications is lacked. Herein, we developed a sensitive and robust stable isotope-diluted hydrophilic interaction liquid chromatography-tandem mass spectrometry (HILIC-MS/MS) method for accurate quantification of m⁶dA, 5-mdC and 5-hmdC in genomic DNA from 82 pairs of human tumor tissues and matched tumor-adjacent normal tissues. The types of tumors included esophagus cancer, lung cancer, breast cancer, liver cancer, pancreatic cancer, gastric cancer, stromal tumor and colorectal cancer. Compared to the normal tissues, we revealed the level of m⁶dA was increased in tumor tissues of esophagus cancer, lung cancer and liver cancer, whereas the level of m⁶dA was diminished in tumor tissues of pancreatic cancer and gastric cancer; while the contents of 5-mdC and 5-hmdC exhibited significant decrease in tumor tissues of most types of cancer. It is worth noting that we revealed, for the first time, the content of genomic m⁶dA in pancreatic cancer, stromal tumor and colorectal cancer. The significant changes of these DNA epigenetic modifications indicate they may serve as indicators of cancers. In addition, this study will benefit for better understanding of the regulatory roles of these DNA epigenetic modifications in cancers.     

Posttranslational Modifications of Intact Proteins Detected by NMR Spectroscopy: Application to Glycosylation

Posttranslational modifications (PTMs) are an integral part of the majority of proteins. The characterization of structure and function of PTMs can be very challenging especially for glycans. Existing methods to analyze PTMs require complicated sample preparations and suffer from missing certain modifications, the inability to identify linkage types and thus chemical structure. We present a direct, robust, and simple NMR spectroscopy method for the detection and identification of PTMs in proteins. No isotope labeling is required, nor does the molecular weight of the studied protein limit the application. The method can directly detect modifications on intact proteins without sophisticated sample preparation. This approach is well suited for diagnostics of proteins derived from native organisms and for the quality control of biotechnologically produced therapeutic proteins.     

Mass spectrometric analysis reveals O-methylation of pyruvate kinase from pancreatic cancer cells

Pyruvate kinase (PK) is an important glycolytic enzyme that catalyzes the dephosphorylation of phosphoenolpyruvate to pyruvate. Human PK isozyme M2 (PKM2), a splice variant of M1, is overexpressed in many cancer cells, and PKM2 has been investigated as a potential tumor marker for diagnostic assays and as a target for cancer therapy. To facilitate identification and characterization of PK, we studied the enzyme from pancreatic cancer cells and normal pancreatic duct cells by electrophoresis and mass spectrometry, and identified multiple O-methylated residues from PK. These findings advance our knowledge of the biochemical properties of PK and will be important in understanding its biological function in cells.

Discover the Post-Translational Modification Proteome Using Mass Spectrometry

Protein post-translational modifications (PTMs) are chemical modifications on proteins.PTMs play a key role in many cellular processes by influencing the struct...     

Proteomics analysis of in vitro protein methylation during Src-induced transformation

Src, a nonreceptor tyrosine kinase, was the first oncogene identified from an oncogenic virus. Mechanistic studies of Src-induced transformations aid in understanding the pathologic processes underlying tumorigenesis and may provide new strategies for cancer therapy. Although several pathways and protein modifications are reportedly involved in Src-induced transformation, the detailed mechanisms of their regulation remain unclear. Protein methylation is an important PTM that is widely involved in cellular physiology. In this study, we determined if protein methylation was involved in Src activation and which methylated proteins were associated with this activity. Using in vitro methylation and 2-DE analysis of viral Src (v-Src)-transformed rat kidney epithelial cells (RK3E), several known and novel methylated proteins were identified based on their changes in methylation signal intensity upon transformation. Among these, elongation factor 2 (EF-2), heterogeneous nuclear ribonucleoprotein K (hnRNP K), and β-tubulin protein expressions remained unchanged, indicating that their altered methylation levels were due to Src activation. In addition, the altered expression of β-actin, vimentin, and protein phosphatase 2, catalytic subunit (PPP2C) as well as protein phosphatase 2, catalytic subunit methylation were also confirmed in RK3E cells transformed with a human oncogenic Src mutant (Src531), supporting their association with Src-induced transformation in human cancer. Together, we showed putative involvement of protein methylation in Src activation and our identification of methylated proteins provides important targets for extensively studying Src-induced transformations.     

组蛋白翻译后修饰无标定量方法可靠性的比较

组蛋白翻译后修饰是一种表观遗传学修饰,参与调控细胞的新陈代谢等重要生理过程。蛋白质组学发展迅速,使监控组蛋白翻译后修饰的动态变化成为可能。目前主要有3种无标定量方法（谱图计数法、峰面积积分法和信号强度法）,但何种定量方法更可靠尚未见系统性的详细报道。在稳定同位素标记细胞培养技术（SILAC）基础上,对去乙酰化酶抑制剂（SAHA）调控细胞乙酰化修饰水平的定量数据进行对比,比较3种无标定量方法对组蛋白翻译后修饰进行的定量分析,利用定量结果的标准差（SD）评估定量的可靠性,最终发现基于峰面积积分法定量的结果可靠性最高。该研究对难以进行同位素标记实验的样本分析,尤其对临床样本、大样本的组蛋白修饰谱分析具有重要参考意义。     

Systematic screening of protein modifications in four kinases using affinity enrichment and mass spectrometry analysis with unrestrictive sequence alignment

Protein kinases transfer phosphate groups from ATP to substrate proteins, they are known to be involved in diverse cellular processes. They are also important therapeutic targets in pharmaceutical design. Previous studies indicated that multiple post-translational modifications (PTMs) exist in kinases in addition to phosphorylation, and these PTMs play an important role in regulating kinases activities. Nevertheless, a comprehensive analysis for PTMs of kinases is insufficient due to technical limitations, which prevent us from better understanding their functional regulation. Here, we have developed a novel strategy that combines glutathione S-transferase tag affinity enrichment with nano-liquid chromatography coupled with tandem mass spectrometry analysis and non-restrictive protein sequence alignment for identification of diverse PTMs in four yeast kinases. The method allows us to enrich and analyze the entire protein isomers and to minimize the loss of all isomers of protein sample during protein purification. In our study, nineteen phosphorylation sites and several other types of PTMs sites were localized in 4 protein kinases. In addition, we found that some interesting mass shifts can not match those of the known PTMs. It suggested the existence of some undescribed PTMs in the proteins. Accordingly, this study showed that the novel strategy holds a great potential for identification of full-spectrum PTMs in proteins. Our data serves as a stepping stone for future functional studies.     

翻译后修饰蛋白质组学分离方法的研究进展

蛋白质翻译后修饰（PTMs）是调节细胞内生理活动的重要途径。该文总结了近年来PTMs蛋白质组学相关的分离方法,包括反相（RP）色谱法、离子交换（IEX）色谱法、亲水相互作用色谱（HILIC）法、多孔石墨化碳（PGC）色谱法、毛细管电泳（CE）法及分子筛色谱（SEC）法等。这些新方法为磷酸化、乙酰化、糖基化等PTM肽段或蛋白质的鉴定提供了更高的分离度和灵敏度。此外,该文也介绍了蛋白质领域其他重要分离方法的研究进展,这些方法可能被进一步应用于PTMs蛋白质组学的研究中。