色谱技术在蛋白质组学研究中的应用引言

蛋白质组是指一个有机体的基因组所表达的全部蛋白质。蛋白质组学是研究有机体蛋白质的组成及其变化规律的科学。蛋白质组成的高度复杂性和随时间、空间变化的特点,对蛋白质组的研究技术和方法提出了巨大挑战。色谱作为现代分离科学的核心技术之一,在蛋白质组研究中发挥了重要作用。我们可以通过对组织、细胞或体液中成千上万种蛋白质/多肽的色谱预分离,降低样本的复杂程度,提高蛋白质的鉴定率;我们可以通过亲和色谱对翻译后修饰的蛋白质/多肽进行特异性富集分离,去除非修饰的蛋白质/多肽,实现修饰蛋白的成功鉴定;我们还可以通过色谱 质谱联用技术,获得蛋白质/多肽在色谱分离中的保留时间或峰面积,实现蛋白质的规模化定量与鉴定等。 为了集中展示我国科学家在色谱技术及其在蛋白质组学研究中的应用方面所取得的成果,《色谱》杂志特此在2010年第2期编辑出版了“色谱技术在蛋白质组学研究中的应用”专栏。我们邀请了在该领域具有突出成绩或学术造诣的部分专家、学者撰写了相关的学术论文和综述。希望通过这些文章所介绍的工作,为进一步提高色谱技术在蛋白质组学研究中的应用水平,推动我国蛋白质组学的发展和取得创新性的研究成果作出贡献。     

时间分辨化学发光测定微量蛋白质的研究

随着对蛋白质组学研究的发展,需要分离、鉴定更微量的蛋白质组分.常规的蛋白质分析方法(如Lowry和Bradford法)由于其灵敏度低而不能满足微量蛋白质分析的需要.     

蛋白质组的分离与分析及其应用进展

蛋白质组学正在成为分析化学研究的热点。本文综述了蛋白质组的高通量分离和分析技术，包括双向凝胶电泳、生物质谱、二维谱新技术和蛋白芯片的发展现状以及蛋白质组学的最新应用进展，并展望了分析化学在蛋白质组学领域今后的发展。     

高通量蛋白质组学分析研究进展

基于质谱的蛋白质组学技术已经日趋成熟,可以对细胞和组织中的成千上万种蛋白质进行全面的定性和定量分析,逐步实现“深度覆盖”。随着生物医学日益增长的大队列蛋白质组学分析需求,如何在保持较为理想的覆盖深度下实现短时间、快速的“高通量”蛋白质组学分析已成为当前亟需解决的关键问题之一。常规的蛋白质组学分析流程通常包括样品前处理、色谱分离、质谱检测和数据分析。该文从以上4个方面展开介绍近10年以来高通量蛋白质组学分析技术取得的一系列研究进展,主要包括:(1)基于高通量、自动化移液工作站的蛋白质组样品前处理方法;(2)基于微升流速液相色谱与质谱联用的高通量蛋白质组检测方法;(3)利用灵敏度高、扫描速度快的质谱仪实现短色谱梯度分离下蛋白质组深度覆盖的分析方法;(4)基于人工智能、深度神经网络、机器学习等的蛋白质组学大数据分析方法。此外,对高通量蛋白质组学面临的挑战及其发展进行展望。总而言之,预期在不久的将来高通量蛋白质组学技术将会逐步“落地转化”,成为大队列蛋白质组学分析的利器。     

蛋白质甲基化修饰的蛋白质组学分析方法新进展

蛋白质的甲基化修饰是一类重要的翻译后修饰。但与磷酸化、糖基化和泛素化等翻译后修饰相比,甲基化修饰的蛋白质组学分析方法开发还是一个较新的研究领域。近几年,由于甲基化修饰在表观遗传调控中的重要作用,这一修饰类型得到了越来越多的关注,相关的分析技术和分析方法也取得了较多进展。其中,基于质谱的蛋白质组学分析方法在甲基化修饰中发挥着关键的作用,实现了这一甲基化修饰的高通量分析。该综述将从甲基化修饰的分离富集、假阳性率控制以及定量蛋白质组学等方面对一些蛋白质甲基化修饰的分析技术和方法的最新进展进行介绍。     

基于质谱的单细胞蛋白质组学分析方法及应用

细胞是生命体的最小组成单位,遗传及外部环境等因素使单细胞异质性广泛存在于众多生物体中。传统的生物学实验获得的结果多是大量细胞的平均测量值,因此在单细胞层面开展研究对于精确理解细胞的生长发育以及疾病的诊断与治疗至关重要。而作为重要的细胞和生命活动的执行者,蛋白质由于其不具备扩增特性,且种类繁多、丰度低、动态分布范围宽,与核酸等其他生物大分子相比,其单细胞组学研究相对滞后。而在所有的检测手段中,荧光检测以及电化学分析方法具有极高的灵敏度,但是囿于其研究通量有限,以及电化学活性依赖,很难成为普适性的单细胞蛋白质组学研究方法。质谱分析作为传统蛋白质组学中最为核心的研究技术,由于其高灵敏、高通量、结构信息丰富等特点,在单细胞蛋白质组学研究中独树一帜。该文综述了近年来基于质谱的单细胞蛋白质组学研究中的代表性方法,根据质谱分析前蛋白质分离方式的差异,将其分为基于毛细管电泳分离、液相色谱分离和无分离手段的直接检测3类方法,在介绍研究现状的同时对这些方法在细胞通量、蛋白质鉴定数目、灵敏度以及方法应用方面进行了总结与比较。最后,基于目前研究中面临的挑战以及发展趋势对基于质谱的单细胞蛋白质组学的研究前景进行了展望。     

化学生物学新前沿——化学蛋白质组学

随着包括人类在内的主要模式生物的基因组计划的完成,生命科学的研究重心转向蛋白质组的研究--在对应基因组的整体蛋白质水平上系统研究调控细胞生命活动的蛋白质.化学蛋白质组学是化学生物学在后基因组时代的最新发展:化学蛋白质组学利用化学小分子为工具和手段,以基于靶蛋白质功能的新战略探测体内蛋白质组,是新一代的功能蛋白质组学.本文综述了化学蛋白质组学的最新进展、有关技术及其在生物医学和药物研发等方面的应用,并对化学蛋白质组学的发展趋势和前景进行了讨论.     

毛细管电泳-质谱联用技术及其在蛋白质组学中的应用

蛋白质组学研究在生物学、精准医学等方面发挥着重要的作用。然而研究面临的巨大挑战来自生物样品的复杂性,因此在质谱（MS）鉴定技术不断革新的同时,发展分离技术以降低样品复杂度尤为重要。毛细管电泳（CE）技术具有上样体积小、分离效率高、分离速度快等优势,其与质谱的联用在蛋白质组学研究中越来越受到关注。低流速鞘流液和无鞘流液接口的发展及商品化推动了CE-MS技术的发展。目前毛细管区带电泳（CZE）、毛细管等电聚焦（CIEF）、毛细管电色谱（CEC）等分离模式已与质谱联用,其中CZE-MS应用最广泛。目前被广泛采用的蛋白质组学研究策略主要是基于酶解肽段分离鉴定的"自下而上（bottom-up）"策略。首先,CE-MS技术对酶解肽段的检测灵敏度高达1 zmol,已成功应用于单细胞蛋白质组学;其次,毛细管电泳技术与反相液相色谱互补,为疏水性质相近的肽段（尤其是翻译后修饰肽段）的分离鉴定提供了新的途径。基于整体蛋白质分离鉴定的自上而下"top-down"策略可以直接获得更精准、更完整的蛋白质信息。CE技术在蛋白质大分子的分离方面具有分离效率高、回收率高的优势,其与质谱的联用提高了整体蛋白质的鉴定灵敏度和覆盖度。非变性质谱（native MS）是一种在近生理条件下从完整蛋白质复合物水平上进行分析的质谱技术。CE与非变性质谱联用已被尝试用于蛋白质复合体的分离鉴定。该文引用了与CE-MS和蛋白质组学应用相关的93篇文献,综述了以上介绍的CE-MS的研究进展以及在蛋白质组学分析中的应用优势,并总结和展望了其应用前景。     

结构蛋白质组学研究进展

蛋白质结构与其生物学功能直接相关，蛋白质功能的调控也主要依赖于其构象和相互作用的动态调节。对蛋白质结构和功能的研究一直是生命科学领域的研究热点，也是当前蛋白质组学研究的重要发展方向。该综述重点讨论了近年来基于质谱的结构蛋白质组学主要分析方法的原理、进展和应用，主要包括非变性质谱法、限制性蛋白质酶切法、化学交联法、氢氘交换法、共价化学标记法、热稳定性分析法等；最后对结构蛋白质组学的发展进行了总结与展望。     

功能材料在蛋白质组研究中的应用进展

随着对蛋白质组鉴定深度、定量准确性及分析速度越来越高的要求,对蛋白质组学方法的研发提出了新的挑战。为了应对这些挑战,传统的蛋白质组学方法因其灵敏度低、准确性差以及耗时长等不足已经难以满足蛋白质组学研究领域不断提出的新需求。而将通过光、电、磁、热、化学、生化等作用合成具有特定功能的材料用于蛋白质组的研究,可以克服传统蛋白质组学分析技术的局限性,为蛋白质组学研究起到促进作用。该文对功能材料在蛋白质组研究中应用的新进展进行综述。     

Immobilized enzyme reactors in proteomics

Fast, efficient characterization of proteins is becoming one of the hottest topics in the bioanalytical community, especially for large-scale proteomic studies. As an attractive approach, protein digestion by enzymes supported on various matrices (referred to as immobilized enzyme reactors, IMERs) has recently attracted much attention.In this article, we present a critical overview of some highly efficient IMERs and related analytical systems. We give major coverage to applications of IMERs in proteomic analysis, including protein-expression profiling, characterization of proteins with post-translational modifications, and protein quantification. We also comment on promising trends for IMERs in proteomics.     

Effect of quality characteristics of single sample preparation steps in the precision and coverage of proteomic studies—A review

Proteomic profiling and biomarker search are analytical tools as many other. Nevertheless, in the proteomic discovery phase considerable sample fractionation is inevitable before readout. Since these procedures are of notable complexity, proteomic tools need in particular analytical quality validation standards as prevail for other analytical methods. With acceptance of the rule of error propagation the values of imprecision and yield of each preparation step determine overall reproducibility and therewith information harvest of a propagated method series. Thereto, we examined recent proteomic reports with reproducibility data and with parallelization, and automation approaches. Based on the data available from literature it is highly probable, that at least a part of current proteomic platforms actually suffer from high technical variance.     

Surface modified capillary electrophoresis combined with in solution isoelectric focusing and MALDI-TOF/TOF MS: A gel-free multidimensional electrophoresis approach for proteomic profiling—Exemplified on human follicular fluid

Development of miniaturized analytical tools continues to be of great interest to face the challenges in proteomic analysis of complex biological samples such as human body fluids. In the light of these challenges, special emphasis is put on the speed and simplicity of newly designed technological approaches as well as the need for cost efficiency and low sample consumption. In this study, we present an alternative multidimensional bottom-up approach for proteomic profiling for fast, efficient and sensitive protein analysis in complex biological matrices. The presented setup was based on sample pre-fractionation using microscale in solution isoelectric focusing (IEF) followed by tryptic digestion and subsequent capillary electrophoresis (CE) coupled off-line to matrix assisted laser desorption/ionization time of flight tandem mass spectrometry (MALDI TOF MS/MS). For high performance CE-separation, PolyE-323 modified capillaries were applied to minimize analyte–wall interactions. The potential of the analytical setup was demonstrated on human follicular fluid (hFF) representing a typical complex human body fluid with clinical implication. The obtained results show significant identification of 73 unique proteins (identified at 95% significance level), including mostly acute phase proteins but also protein identities that are well known to be extensively involved in follicular development.     

Comparison of in-gel protein separation techniques commonly used for fractionation in mass spectrometry-based proteomic profiling

Fractionation of complex samples at the cellular, subcellular, protein, or peptide level is an indispensable strategy to improve the sensitivity in mass spectrometry-based proteomic profiling. This study revisits, evaluates, and compares the most common gel-based protein separation techniques i.e. 1D SDS-PAGE, 1D preparative SDS-PAGE, IEF-IPG, and 2D-PAGE in their performance as fractionation approaches in nano LC-ESI-MS/MS analysis of a mixture of protein standards and mitochondrial extracts isolated from rat liver. This work demonstrates that all the above techniques provide complementary protein identification results, but 1D SDS-PAGE and IEF-IPG had the highest number of identifications. The IEF-IPG technique resulted in the highest average number of detected peptides per protein. The 2D-PAGE was evaluated as a protein fractionation approach. This work shows that the recovery of proteins and resulting proteolytic digests is highly dependent on the total volume of the gel matrix. The performed comparison of the fractionation techniques demonstrates the potential of a combination of orthogonal 1D SDS-PAGE and IEF-IPG for the improved sensitivity of profiling without significant decrease in throughput.     

一种规模化蛋白质组分离和鉴定新方法研究及其应用

建立了一种规模化的蛋白质组分离和鉴定新方法。通过对在生命发育过程中具有重要研究价值的人胎肝线粒体蛋白质组的分离分析，表明与毛细管液-质联用的不同分离方法的组合可以增大检测动态范围和分辨率。研究共鉴定了2977个肽段，归属于915种蛋白质。去除批次间冗余后，鉴定的蛋白质为477种，其中291种为唯一蛋白质，186种为蛋白质簇，144种蛋白质明确定位于人胎肝线粒体中。所鉴定蛋白质的分子量分布范围为7000Da～330000 Da，pI值分布在4．0～11．89，克服了两维凝胶电泳在分子量和pH方面的歧视性问题。实验中发现的蛋白质簇以及确定一种蛋白质需要最少肽段数的问题还需要进一步研究。     

Sodium dodecyl sulfate free gel electrophoresis/electroelution sorting for peptide fractionation

Shotgun proteomics based on peptide fractionation by using liquid chromatography has become the common procedure for proteomic studies, although in the very beginning of the field, protein separation by using electrophoresis was the main tool. Nonetheless, during the last two decades, the electrophoretic techniques for peptide mixtures fractionation have evolved as a result of relevant technological improvements. We also proposed the combination of sodium dodecyl sulfate polyacrylamide gel electrophoresis for protein fractionation and sodium dodecyl sulfate free polyacrylamide gel electrophoresis for peptide separation as a novel procedure for proteomic studies. Here, we present an optimized device for sodium dodecyl sulfate free polyacrylamide gel electrophoresis improving peptide recoveries respect to the established electrophoretic technique off gel electrophoresis meanwhile conserving the excellent resolution described for the former technique in slab gel based systems. The device simultaneously allows the separation and the collection of fractionated peptides in solution.     

Recombinant drugs-on-a-chip: The usage of capillary electrophoresis and trends in miniaturized systems – A review

We present here a critical review covering conventional analytical tools of recombinant drug analysis and discuss their evolution towards miniaturized systems foreseeing a possible unique recombinant drug-on-a-chip device. Recombinant protein drugs and/or pro-drug analysis require sensitive and reproducible analytical techniques for quality control to ensure safety and efficacy of drugs according to regulatory agencies. The versatility of miniaturized systems combined with their low-cost could become a major trend in recombinant drugs and bioprocess analysis. Miniaturized systems are capable of performing conventional analytical and proteomic tasks, allowing for interfaces with other powerful techniques, such as mass spectrometry. Microdevices can be applied during the different stages of recombinant drug processing, such as gene isolation, DNA amplification, cell culture, protein expression, protein separation, and analysis. In addition, organs-on-chips have appeared as a viable alternative to testing biodrug pharmacokinetics and pharmacodynamics, demonstrating the capabilities of the miniaturized systems. The integration of individual established microfluidic operations and analytical tools in a single device is a challenge to be overcome to achieve a unique recombinant drug-on-a-chip device.     

An integrated map of the murine hippocampal proteome based upon five mouse strains

With the advent of proteomics technologies it is possible to simultaneously demonstrate the expression of hundreds of proteins. The information offered by proteomics provides context-based understanding of cellular protein networks and has been proven to be a valuable approach in neuroscience studies. The mouse hippocampus has been a major target of analysis in the search for molecular correlates to neuronal information storage. Although human and rat hippocampal samples have been successfully subjected to proteomic profiling, no elaborate analysis providing the fundamental experimental basis for protein-expression studies in the mouse hippocampus has been carried out as yet. This led us to construct a master map generated from the individual hippocampal proteomes of five different mouse strains. A proteomic approach, based upon 2-DE coupled to MS (MALDI-TOF/TOF) has been chosen in an attempt to establish a comprehensive reference database of proteins expressed in the mouse hippocampus. 469 individual proteins, represented by 1156 spots displaying various functional states of the respective gene products were identified. Proteomic profiling of the hippocampus, a brain region with a pivotal role for neuronal information processing and storage may provide insight into the characteristics of proteins serving this highly sophisticated function.