Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research

Progress in proteomics research has led to a demand for powerful analytical tools with high separation efficiency and sensitivity for confident identification and quantification of proteins, posttranslational modifications, and protein complexes expressed in cells and tissues. This demand has significantly increased interest in capillary electrophoresis‐mass spectrometry (CE‐MS) in the past few years. This review provides highlights of recent advances in CE‐MS for proteomics research, including a short introduction to top‐down mass spectrometry and native mass spectrometry (native MS), as well as a detailed overview of CE methods. Both the potential and limitations of these methods for the analysis of proteins and peptides in synthetic and biological samples and the challenges of CE methods are discussed, along with perspectives about the future direction of CE‐MS. @ 2019 Wiley Periodicals, Inc. Mass Spec Rev 00:1–16, 2019.     

创新的蛋白质组学质谱应用新技术——SWATH技术

AB SCIEX公司在2011年美国第59届质谱年会上新推出了SWATH（Sequential Windowed Acquisition of all Theoretical fragment ions,SWATH）采集技术,该技术是与苏黎世联邦理工学院Ruedi Aebersold博士及其团队共同开发的。SWATH采集模式为研究蛋白质组学的用户带来了创新的技术,科学家利用该技术可以在一次进样分析中即可获得复杂蛋白质组样品中每个肽段的数据。SWATH采集模式是AB SCIEX的MS/MSALL技术的延伸,此功能只能在TripleTOFTM5600系统上完成,作为对MRMAtlas的完美补充,为未来蛋白质组学研究提供了一种全新的工作流程,预计将产生令人震撼的蛋白质组学新发现。     

Protein sequence information by matrix-assisted laser desorption/ionization in-source decay mass spectrometry

Proteins from biological samples are often identified by mass spectrometry (MS) with the two following "bottom-up" approaches: peptide mass fingerprinting or peptide sequence tag. Nevertheless, these strategies are time-consuming (digestion, liquid chromatography step, desalting step), the N- (or C-) terminal information often lacks and post-translational modifications (PTMs) are hardly observed. The in-source decay (ISD) occurring in a matrix assisted laser desorption/ionization (MALDI) source appears an interesting analytical tool to obtain N-terminal sequence, to identify proteins and to characterize PTMs by a "top-down" strategy. The goal of this review deals with the usefulness of the ISD technique in MALDI source in proteomics fields. In the first part, the ISD principle is explained and in the second part, the use of ISD in proteomic studies is discussed for protein identification and sequence characterization.     

Intact-protein based sample preparation strategies for proteome analysis in combination with mass spectrometry

The complexity of tissue and cell proteomes and the vast dynamic range of protein abundance present a formidable challenge for analysis that no one analytical technique can overcome. As a result, there is a need to integrate technologies to achieve the high-resolution and high-sensitivity analysis of complex biological samples. The combined technologies of separation science and biological mass spectrometry (Bio-MS) are the current workhorse in proteomics, and are continuing to evolve to meet the needs for high sensitivity and high throughput. They are relied upon for protein quantification, identification, and analysis of post-translational modifications (PTMs). The standard technique of two dimensional poly-acrylamide gel electrophoresis (2D PAGE) offers relatively limited resolution and sensitivity for the simultaneous analysis of all cellular proteins, with only the most highly abundant proteins detectable in whole cell or tissue-derived samples. Hence, many alternative strategies are being explored. Numerous sample preparation procedures are currently available to reduce sample complexity and to increase the detectability of low-abundance proteins. Maintaining proteins intact during sample preparation has important advantages compared with strategies that digest proteins at an early step. These strategies include the ability to quantitate and recover proteins, and the assessment of PTMs. A review of current intact protein-based strategies for protein sample preparation prior to mass spectrometry (MS) is presented in the context of biomedically driven applications.     

基于质谱的蛋白质绝对定量研究策略和建议

科学家已经研究获得了大量的蛋白质/多肽潜在生物标志物,这些生物标志物需要经过验证和确证才能进一步转化到临床应用.针对蛋白质/多肽的绝对定量研究在标志物验证和确证过程中起到关键作用.传统的蛋白质定量方法,如酶联免疫吸附试验(ELISA)技术存在蛋白质抗体难以获得、不同抗体批次之间存在差异、基于抗体的检测存在交叉反应等问题...     

Phosphoproteomics by mass spectrometry and classical protein chemistry approaches

The general fields of biological sciences have seen phenomenal transformations in the past two decades at the level of data acquisition, understanding biological processes, and technological developments. Those advances have been made partly because of the advent of molecular biology techniques (which led to genomics) coupled to the advances made in mass spectrometry (MS) to provide the current capabilities and developments in proteomics. However, our current knowledge that approximately 30,000 human genes may code for up to 1 million or more proteins disengage the interface between the genome sequence database algorithms and MS to generate a major interest in independent de novo MS/MS sequence determination. Significant progress has been made in this area through procedures to covalently modify peptide N- and C-terminal amino-acids by sulfonation and guanidination to permit rapid de novo sequence determination by MS/MS analysis. A number of strategies that have been developed to perform qualitative and quantitative proteomics range from 2D-gel electrophoresis, affinity tag reagents, and stable-isotope labeling. Those procedures, combined with MS/MS peptide sequence analysis at the subpicomole level, permit the rapid and effective identification and quantification of a large number of proteins within a given biological sample. The identification of proteins per se, however, is not always sufficient to interpret biological function because many of the naturally occurring proteins are post-translationally modified. One such modification is protein phosphorylation, which regulates a large array of cellular biochemical pathways of the biological system. Traditionally, the study of phosphoprotein structure-function relationships involved classical protein chemistry approaches that required protein purification, peptide mapping, and the identification of the phosphorylated peptide regions and sites by N-terminal sequence analysis. Recent advances made in mass spectrometry have clearly revolutionized the studies of phosphoprotein biochemistry, and include the development of specific strategies to preferentially enrich phosphoproteins by covalent-modifications that incorporate affinity tags that use the physicochemical properties of phosphoaminoacids. The phosphoserine/phosphothreonine-containing proteins/peptides are derivatized under base-catalyzed conditions by thiol agents; mono- and di-thiol reagents both have been used in such studies. The thiol agent may have: (i) an affinity tag for protein enrichment; (ii) stable-isotopic variants for relative quantitation; or (iii) a combination of the moieties in (i) and (ii). These strategies and techniques, together with others, are reviewed, including their practical application to the study of phosphoprotein biochemistry and structure-function. The consensus of how classical protein chemistry and current MS technology overlap into special case of proteomics, namely "phosphoproteomics," will be discussed.     

Automated protein identification by tandem mass spectrometry: issues and strategies

Protein identification by tandem mass spectrometry (MS/MS) is key to most proteomics projects and has been widely explored in bioinformatics research. Obtaining good and trustful identification results has important implications for biological and clinical work. Although well matured, automated software identification of proteins from MS/MS data still faces a number of obstacles due to the complexity of the proteome or procedural issues of mass spectrometry data acquisition. Expected or unexpected modifications of the peptide sequences, polymorphisms, errors in databases, missed or non-specific cleavages, unusual fragmentation patterns, and single MS/MS spectra of multiple peptides of the same m/z are so many pitfalls for identification algorithms. A lot of research work has been carried out in recent years that yielded new strategies to handle a number of these issues. Multiple MS/MS identification algorithms are now available or have been theoretically described. The difficulty resides in choosing the most adapted method for each type of spectra being identified. This review presents an overview of the state-of-the-art bioinformatics approaches to the identification of proteins by MS/MS to help the reader doing the spade work of finding the right tools among the many possibilities offered.     

Plant proteomics: concepts, applications, and novel strategies for data interpretation

Proteomics is an essential source of information about biological systems because it generates knowledge about the concentrations, interactions, functions, and catalytic activities of proteins, which are the major structural and functional determinants of cells. In the last few years significant technology development has taken place both at the level of data analysis software and mass spectrometry hardware. Conceptual progress in proteomics has made possible the analysis of entire proteomes at previously unprecedented density and accuracy. New concepts have emerged that comprise quantitative analyses of full proteomes, database-independent protein identification strategies, targeted quantitative proteomics approaches with proteotypic peptides and the systematic analysis of an increasing number of posttranslational modifications at high temporal and spatial resolution. Although plant proteomics is making progress, there are still several analytical challenges that await experimental and conceptual solutions. With this review I will highlight the current status of plant proteomics and put it into the context of the aforementioned conceptual progress in the field, illustrate some of the plant-specific challenges and present my view on the great opportunities for plant systems biology offered by proteomics.     

Proteolytic 18O-labeling strategies for quantitative proteomics

A number of proteomic techniques have been developed to quantify proteins in biological systems. This review focuses on the quantitative proteomic technique known as "proteolytic 18O-labeling." This technique utilizes a protease and H(2)18O to produce labeled peptides, with subsequent chromatographic and mass spectrometric analysis to identify and quantify (relative) the proteins from which the peptides originated. The technique determines the ratio of individual protein's expression level between two samples relative to each other, and can be used to quantitatively examine protein expression (comparative proteomics) and post-translational modifications, and to study protein-protein interactions. The present review discusses various aspects of the 18O-labeling technique, including: its history, the advantages and disadvantages of the proteolytic 18O-labeling technique compared to other techniques, enzymatic considerations, the problem of variable incorporation of 18O atoms into peptides with a discussion on recent advancements of the technique to overcome it, computational tools to interpret the data, and a review of the biological applications.     

基于生物质谱技术的磺酸化修

对近几年报道的磺化修饰策略及其应用进行了评述。通过磺化修饰在肽段上引入带负电荷的磺酸基,不仅可以诱导肽段离子的质谱裂解,得到以y系列离子为主的序列信息丰富的串联质谱图,有利于肽段从头测序,还可以改变被修饰肽段的电荷分布,通过离子交换色谱法分离富集磺化修饰的肽段,有助于蛋白质鉴定。     

Top‐down mass spectrometry for the analysis of combinatorial post‐translational modifications

Protein post‐translational modifications (PTMs) are critically important in regulating both protein structure and function, often in a rapid and reversible manner. Due to its sensitivity and vast applicability, mass spectrometry (MS) has become the technique of choice for analyzing PTMs. Whilst the “bottom‐up' analytical approach, in which proteins are proteolyzed generating peptides for analysis by MS, is routinely applied and offers some advantages in terms of ease of analysis and lower limit of detection, “top‐down” MS, describing the analysis of intact proteins, yields unique and highly valuable information on the connectivity and therefore combinatorial effect of multiple PTMs in the same polypeptide chain. In this review, the state of the art in top‐down MS will be discussed, covering the main instrumental platforms and ion activation techniques. Moreover, the way that this approach can be used to gain insights on the combinatorial effect of multiple post‐translational modifications and how this information can assist in studying physiologically relevant systems at the molecular level will also be addressed. © 2012 Wiley Periodicals, Inc., Mass Spec Rev 32:27–42, 2013     

Proteins as biomarkers of oxidative/nitrosative stress in diseases: the contribution of redox proteomics

Reactive oxygen species (ROS) and reactive nitrogen species (RNS) contribute to the pathogenesis and/or progression of several human diseases. Proteins are important molecular signposts of oxidative/nitrosative damage. However, it is generally unresolved whether the presence of oxidatively/nitrosatively modified proteins has a causal role or simply reflects secondary epiphenomena. Only direct identification and characterization of the modified protein(s) in a given pathophysiological condition can decipher the potential roles played by ROS/RNS-induced protein modifications. During the last few years, mass spectrometry (MS)-based technologies have contributed in a significant way to foster a better understanding of disease processes. The study of oxidative/nitrosative modifications, investigated by redox proteomics, is contributing to establish a relationship between pathological hallmarks of disease and protein structural and functional abnormalities. MS-based technologies promise a contribution in a new era of molecular medicine, especially in the discovery of diagnostic biomarkers of oxidative/nitrosative stress, enabling early detection of diseases. Indeed, identification and characterization of oxidatively/nitrosatively modified proteins in human diseases has just begun.     

Detection and localization of protein modifications by high resolution tandem mass spectrometry

For interrogation of peptides with diverse modifications, no other instrument is as versatile as the Fourier-transform mass spectrometer (FTMS). Particularly using electrospray ionization (ESI), many intact proteins and their proteolytic products harboring post-translational and chemical modifications (PTMs) have been studied by high resolution tandem mass spectrometry (MS/MS). The widely touted analytical figures of merit for FTMS in fact have translated into clarity when analyzing PTMs from phosphorylations to disulfides, oxidations, methylations, acetylations, and even exotic PTMs found in the biosynthesis of antibiotics and other natural products. A top down approach to PTM detection and localization is proving extensible to an increasing variety of PTMs, some of which are stable to MS/MS at the protein level but unstable to amide bond cleavage by threshold dissociations at the level of small peptides <3 kDa. In contrast, MS/MS using electron capture dissociation (ECD) allows precise localization of even labile PTMs given enough sample and abundant molecular ions. Finally, this brief synopsis of recent literature highlights specific PTMs that perturb the protein backbone therefore altering MS/MS fragmentation patterns. Thus, FTMS will continue its expansion into more laboratories in part because of its ability to detect and deconvolute the regulatory mechanisms of biology written in the language of PTMs.     

THE PRESENT AND FUTURE OF THE MASS SPECTROMETRY-BASED INVESTIGATION OF THE EXOSOME LANDSCAPE

Exosomes are critical intercellular messengers released upon the fusion of multivesicular bodies with the cellular plasma membrane that deliver their cargo in the form of extracellular vesicles. Containing numerous nonrandomly packed functional proteins, lipids, and RNAs, exosomes are vital intercellular messengers that contribute to the physiologic processes of the healthy organism. During the post-genome era, exosome-oriented proteomics have garnered great interest. Since its establishment, mass spectrometry (MS) has been indispensable for the field of proteomics research and has advanced rapidly to interrogate biological samples at a higher resolution and sensitivity. Driven by new methodologies and more advanced instrumentation, MS-based approaches have revolutionized our understanding of protein biology. As the access to online proteomics database platforms has blossomed, experimental data processing occurs with more speed and accuracy. Here, we review recent advances in the technological progress of MS-based proteomics and several new detection strategies for MS-based proteomics research. We also summarize the use of integrated online databases for proteomics research in the era of big data. © 2020 John Wiley & Sons Ltd. Mass Spec Rev     

Peptide mapping of proteins in human body fluids using electrospray ionization Fourier transform ion cyclotron resonance mass spectrometry

Human body fluids have been rediscovered in the post-genomic era as great sources of biological markers and perhaps particularly as sources of potential protein biomarkers of disease. Analytical tools that allow rapid screening, low sample consumption, and accurate protein identification are of great importance in studies of complex biological samples and clinical diagnosis. Mass spectrometry is today one of the most important analytical tools with applications in a wide variety of fields. One of the fastest growing applications is in proteomics, or the study of protein expression in an organism. Mass spectrometry has been used to find post-translational modifications and to identify key functions of proteins in the human body. In this study, we review the use of human body fluids as sources for clinical markers and present new data that show the ability of Fourier transform ion cyclotron resonance (FTICR) mass spectrometry (MS) to identify and characterize proteins in four human body fluids: plasma, cerebrospinal fluid (CSF), saliva, and urine. The body fluids were tryptically digested without any prior separation, purification, or selection, and the digest was introduced into a 9.4 T FTICR mass spectrometer by direct-infusion electrospray ionization (ESI). Even though these samples represent complex biological mixtures, the described method provides information that is comparable with traditional 2D-PAGE data. The sample consumption is extremely low, a few microliters, and the analysis time is only a few minutes. It is, however, evident that the separation of proteins and/or peptides must be included in the methodology, in order to detect low-abundance proteins and other proteins of biological relevance.     

Review of factors that influence the abundance of ions produced in a tandem mass spectrometer and statistical methods for discovering these factors

Proteomic technologies are important because they link genes, proteins and disease. The identification of proteins and peptides has been revolutionized in the last decade by the use of mass spectrometry. This method is highly sensitive and much faster than the chemical reactions used previously because it can fragment peptides in seconds rather than in hours or days. Proteins are digested with an enzyme, usually trypsin, and the resulting peptides are fragmented in a tandem mass spectrometer (MS/MS). The masses of the fragment ions formed in the MS/MS can be used to identify the sequence of amino acids in the peptides. However, a number of different factors have been found to influence the amount of the various types of fragment ion formed. In this article, we review these factors and their interrelation together with the statistical methods used to discover them. Information on the number of fragment ions formed is at present underused in peptide identification algorithms, and fully utilizing this information could improve current algorithms.     

基于生物质谱的蛋白质组学绝对定量方法研究进展

蛋白质组学定量方法包括相对定量和绝对定量两部分。相对定量蛋白质组学（也称比较蛋白质组学）是指对不同生理病理状态下细胞、组织或体液蛋白质表达量的相对变化进行比较分析;绝对定量蛋白质组学是测定细胞、组织或体液蛋白质组中每种蛋白质的绝对量或浓度。目前蛋白质组学的绝对定量方法主要有基于内标法的蛋白质组学绝对定量方法和基于质谱数据统计分析的非标记方法。蛋白质组学定量的信息可以帮助了解蛋白质在相互作用网络中所起的作用;通过对临床生物标记物绝对量的分析,可以帮助直观地判断疾病的发生和发展过程,这对于临床诊断和疾病治疗都具有现实的指导意义。     

Informatics development: challenges and solutions for MALDI mass spectrometry

Matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) has been successfully applied to elucidating biological questions trough the analysis of proteins, peptides, and nucleic acids. Here, we review the different approaches for analyzing the data that is generated by MALDI-MS. The first step in the analysis is the processing of the raw data to find peaks that correspond to the analytes. The peaks are characterized by their areas (or heights) and their centroids. The peak area can be used as a measure of the quantity of the analyte, and the centroid can be used to determine the mass of the analyte. The masses are then compared to models of the analyte, and these models are ranked according to how well they fit the data and their significance is calculated. This allows the determination of the identity (sequence and modifications) of the analytes. We show how this general data analysis workflow is applied to protein and nucleic acid chemistry as well as proteomics.     

跨平台的质谱蛋白回归定量和质量控制的参数方法

各质谱厂商通常使用不同的软件进行蛋白鉴定和定量,导致获得的数据和结果的通用性不佳。另外,目前蛋白质定量的准确性仍有提升空间。因此,开发一个标准化、自动化且定量更准确的蛋白质定量流程具有现实意义。采用肽段保留时间对齐和回归技术,可有效地减少中低丰度肽段鉴定信息缺失带来的影响,提高中低丰度蛋白的定量能力。一个综合考虑信号峰宽分布、保留时间分布以及肽段同位素模式分布等因素的肽段筛选器,可以有效地过滤掉不适宜定量的肽段信号,使肽段离子流色谱（XIC）峰定量面积的计算更为准确。该流程由数据开源转换、保留时间对齐与回归定量、肽段筛选器等模块构成,可准确定量不同平台产出的质谱数据,并明显改善低丰度蛋白的无标定量。经对比,该流程对蛋白质组学动态范围标准蛋白集（UPS2）的定量比MaxQuant和Proteome Discoverer的定量更准确。