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。     

疑似蛇毒液样品的纳升级超高效液相色谱-高分辨质谱分析鉴定

针对5个疑似蛇毒毒液及其沾染样品,基于纳升级超高效液相色谱-四极杆-静电场轨道阱高分辨质谱（Nano LC-MS/HRMS）技术,结合尺寸排阻色谱分离,建立了一种蛋白质种类及物种归属的严格鉴定方法。5个样品经尺寸排阻色谱分离后均得到3个洗脱峰,分别冻干后以胰蛋白酶进行溶液内酶解处理并进行液相色谱-高分辨质谱分析鉴定。首先采用全扫描-数据依赖型MS/MS（Full MS/dd MS²）采集模式对样品中的肽段信息进行非靶向采集,依次与Swiss-Prot、蛇亚目（Serpentes）、游蛇科（Colubroidea）、眼镜蛇科（Elapidae）、眼镜蛇亚科（Elapinae）、眼镜蛇属（Naja）蛋白质数据库逐级收缩比对;再筛选符合肽谱匹配度、肽段错误发现率小于1%和特征肽段数目大于等于2的蛋白质,共鉴定到32种蛋白质均来自中华眼镜蛇（Naja atra）,可归属于Naja atra的10个家族,主要为三指毒素、金属蛋白酶、磷脂酶A2等。最后,采用平行反应监测模式选取每种蛋白质的两条特征肽段进行靶向验证,当两条特征肽段均满足“至少75%的y⁺和b⁺离子的Δm/z小于5 ppm”时,方认为鉴定到了样品中的某一蛋白质。最终鉴定出5个样品均含有Naja atra蛇毒。此鉴定方法研究系统、严格,可为蛇毒中毒司法鉴定以及毒药物研究等提供有效的技术支持。     

全二维微柱液相色谱-质谱鉴定人胃癌组织中的差异蛋白质

构建了以阳离子交换色谱-反相色谱(SCX-RPLC)为分离模式的新型全二维微柱液相色谱-质谱分离平台.采用了醋酸铵缓冲液梯度洗脱,实现了第一维肽段的分步洗脱,洗脱的肽段经富集除盐后通过接口进入反相色谱微柱,通过线性梯度实现第二维进一步分离,最后进入质谱进行检测.采用此平台分析了人胃癌组织与正常组织提取蛋白质信息,其中正常胃组织鉴定蛋白质数为537个,而癌症组织鉴定蛋白质数目为506个.对胃癌和正常组织两种提取蛋白质酶解产物的蛋白质检索结果进行比较分析,将鉴定的蛋白质按照物理性质进行分布,找出正常组织与癌症组织间蛋白质差异,筛选出一种可能发生变异的癌症特有蛋白.     

基于不同提取方法的水稻叶片蛋白质组的二维液相色谱分离及高分辨质谱分析

建立了酚法提取-二维液相色谱分离-高分辨质谱分析水稻叶片蛋白质组的方法。水稻叶片蛋白质经过酚法提取,酶解肽段脱盐后用离线反相-反相二维液相色谱分离,然后用线性离子阱/静电场轨道阱组合式高分辨质谱分析,共鉴定到2712种蛋白质。比较了液相色谱分离系统（一维液相色谱与二维液相色谱）和水稻叶片蛋白质提取方法（酚法、十二烷基硫酸钠法（SDS法）和三氯乙酸/丙酮法（TCA/丙酮法））对鉴定蛋白质数量的影响,结果表明：在二维液相色谱条件下,酚法、SDS法和TCA/丙酮法鉴定到的蛋白质数目为2712、2415和1914,分别是一维液相色谱条件下鉴定到的蛋白质数目的2.7、2.5和1.9倍。二维液相色谱条件下,酚法鉴定到的蛋白质数目比SDS法和TCA/丙酮法分别多297和798。与SDS法和TCA/丙酮法相比,酚法不但鉴定到的蛋白质数量多,而且能够鉴定到一些极端蛋白质,如酸性、碱性及高等电点的蛋白质。此外,对二维液相色谱条件下3种蛋白质提取方法提取到的蛋白质进行生物学功能分类,发现3种方法鉴定到的蛋白质的功能存在互补性,但酚法鉴定到的蛋白质功能种类最多。该法为水稻蛋白质组学研究提供了技术支撑,同时也为其他作物的蛋白质组学研究技术提供重要的借鉴。     

基于在线二维色谱的不同生长时期鹿茸的比较蛋白质组分析

建立了基于在线二维弱阴离子交换色谱-反相液相色谱(2D-WAX-RPLC)的蛋白质分离系统,并用于不同生长时期鹿茸的比较蛋白质组分析。以5种标准蛋白质的混合物为样品,考察了系统的重现性。通过改变标准蛋白质之间的浓度比,研究了该系统进行蛋白质相对定量的能力。在此基础上,针对4个不同生长时期的鹿茸样品,分别采用5种不同的方法进行蛋白质提取,经2D-WAX-RPLC分离后,收集各生长时期对应蛋白质的峰高最大比超过2的组分。酶解后,采用微柱反相液相色谱-串联质谱(μRPLC-MS/MS)进行肽段的分离鉴定;共从9个差异蛋白质峰中鉴定到了22个差异蛋白质。研究结果表明,利用基于蛋白质水平的在线二维液相色谱分离技术找寻差异蛋白质,具有重现性好、自动化程度高等优点,可用于开展比较蛋白质组学的研究。     

裂解同时烷基化气相色谱/质谱鉴定醇酸树脂

 用裂解同时烷基化气相色谱-质谱联用技术（SPM-GC-MS）对不同类型的醇酸树脂进行分析研究,将衍生化试剂四甲基氢氧化胺与样品同时裂解,经高效毛细管气相色谱分离,质谱鉴定,可区分醇酸树脂中的多元醇、多元酸、植物油类型,由此对改性醇酸树脂作结构鉴定。与直接裂解-气相色谱-质谱联用技术比较,具有样品前处理快速、简单,用量少,灵敏度高,定性准确,谱图直观等特点。     

不同部位人体气味的分析研究

运用SPME-GC/MS法对同一个体腋窝部、手部和足部的人体气味样品进行了采样分析,通过比较3个部位人体气味样品色谱图中共有成分相对峰面积比和非共有成分,结合使用相似度法对3个部位的人体气味进行了比较分析,三者具有较高的相似度,但仍存在一些细微的差别。     

液相色谱-质谱法比较分析正常人与胃癌患者的胃组织蛋白质

通过蛋白质组学技术筛选胃癌相关标志物是目前胃癌研究的热点,也是早期诊断的关键。针对组织蛋白质提取物非常复杂的特点,并根据疏水性的差异,采用反相液相色谱对正常及癌症组织提取蛋白质进行分离。通过比较正常及癌症组织提取蛋白质的谱图差异,收集并酶解差异最大的保留时间为45～47 min的馏分,采用液相色谱-多级质谱联用(LC-MS/MS)鉴定其酶解产物。鉴定结果显示,正常及癌症组织中的共有蛋白质为9个,正常组织中有6个特异蛋白质,而癌症组织中有17个特异蛋白质。通过进一步分析,筛选出胃癌组织中含有的丰度较高的两个蛋白质。应用生物信息学方法分析这些蛋白质,能为将来的药物靶点、药物作用通路研究提供更多的信息。     

离线二维液相色谱法分离巴天酸模根的化学成分

建立了离线二维反相/反相液相色谱分离体系（2D-RPLC/RPLC）,对巴天酸模中的化学成分进行分离。通过比较巴天酸模乙酸乙酯萃取液在环氧四氮唑和Unitary C18色谱柱上的高效液相色谱图,确定以环氧四氮唑色谱柱为第一维色谱柱,以Unitary C18色谱柱为第二维色谱柱。流动相均采用0.1%（v/v）甲酸水溶液和甲醇,梯度洗脱。经一维色谱分离后,共收集18个流分,采用二维色谱对这18个流分进行了进一步的分离分析。实验结果表明,该二维色谱分离方法高效、可行,为巴天酸模药材的微量组分的分离以及活性化合物的筛选提供了分离方法。     

谱图相似度分析结合保留指数对单萜烯同分异构体的GC—MS定性分析

运用欧氏距离的最短距离聚类分析法,对在质谱数据库NIST02.L检索到的37种单萜烯同分异构体的93张质谱图进行了分类.结果显示,单萜烯被分成5类,大部分单萜烯聚到1类,包括30种单萜烯的77张质谱图.但部分谱图很近似,仅用传统的质谱库匹配鉴定其结构存在一定的困难.采用改进的谱图相似度分析结合保留指数实现了有效定性,并将该方法用于实际样品的定性分析.     

No-alignment-strategies for exploring a set of two-way data tables obtained from capillary electrophoresis-mass spectrometry

Hyphenated techniques such as capillary electrophoresis-mass spectrometry (CE-MS) or high-performance liquid chromatography with diode array detection (HPLC-DAD), etc., are known to produce a huge amount of data since each sample is characterized by a two-way data table. In this paper different ways of obtaining sample-related information from a set of such tables are discussed. Working with original data requires alignment techniques due to time shifts caused by unavoidable variations in separation conditions. Other pre-processing techniques have been suggested to facilitate comparison among samples without prior peak alignment, for example, 'binning' and/or 'blurring' the data along the time dimension. All these techniques, however, require optimization of some parameters, and in this paper an alternative parameter-free method is proposed. The individual data tables (X) are represented as Gram matrices (XXT), where the summation is taken over the time dimension. Hence the possible variations in time scale are eliminated, while the time information is at least partly preserved by the correlation structure between the detection channels. For comparison among samples, a similarity matrix is constructed and explored by principal component analysis and hierarchical clustering. The Gram matrix approach was tested and compared to some other methods using 'binned' and 'blurred' data for a data set with CE-MS runs on urine samples. In addition to data exploration by principal component analysis and hierarchical clustering, a discriminant partial least squares model was constructed to discriminate between the samples that were taken with and without the prior intake of a drug. The result showed that the proposed method is at least as good as the others with respect to cluster identification and class prediction. A distinct advantage is that there is no need for parameter optimization, while a potential drawback is the large size of the Gram matrices for data with high mass resolution.     

尺寸排阻-反相液相色谱-质谱联用技术在大鼠肾脏翻译后修饰蛋白质鉴定中的应用

LC-MS联用技术在蛋白质组学研究中具有重要的作用,但是在复杂的生物体系中,由于样品的高度复杂性和其中蛋白质含量的巨大差异,执行全面且无倾向的蛋白质组分析是一项挑战。因此,在液相色谱分离中采用基于不同原理的色谱分离方法来降低蛋白质样本的复杂度,并对微量蛋白质进行富集,对后续采用质谱方法进行信息的采集和深入分析至关重要。在这里我们开发了一种基于尺寸排阻色谱(SEC)与反相液相色谱(RPLC)结合的新方法来进行复杂体系蛋白质的分离和鉴定,特别是对于微量蛋白质的分析。首先使用SEC对蛋白质进行分离和富集,并酶解成多肽,再通过RPLC-MS联用的方法对酶解后的多肽进行分离和鉴定。结果显示使用上述方法可以有效降低蛋白质样本的复杂度,并有效提高微量蛋白质的鉴定能力,可从大鼠肾脏鉴定出23621个肽段及1345个蛋白质,比常规的二维强阳离子交换-反相液相色谱法(2D SCX-RPLC)鉴定到的肽段及蛋白质分别多出69%及27%。此外,该方法对肾脏翻译后修饰(PTM)蛋白质的鉴定显示出更多的优势,翻译后修饰的多肽鉴定率显著增加,特别是磷酸化肽段的鉴定效率可达到靶向富集策略的水平。在此展示的SEC-RPLC-MS可以更好地了解蛋白质翻译后修饰对肾脏的影响,最终将有助于增加我们对正常的生理性肾功能以及病理过程机制的理解。     

The use of Fourier Transform Raman spectroscopy in the forensic identification of illicit drugs and explosives

For routine identification of forensic samples many techniques are employed. These include ultraviolet spectrophotometry, combined gas chromatography—mass spectroscopy together with high performance liquid chromatography, infrared spectroscopy and X-ray powder diffraction.Conventional Raman spectroscopy is not routinely used by forensic laboratories for the identification of drugs and explosives because of high background scatter and time consuming sample alignment.One way of overcoming these problems is to use the newly developed technique of Fourier Transform Raman spectroscopy. Here negligible sample alignment is required, and there is reduced sample fluorescence.FTR spectra were recorded of pure and contaminated illicit drug samples, together with some explosive materials. Identification of an unknown explosive (Semtex) was also conducted. FTR provides a simple and satisfactory method of identifying certain drugs and explosives. The technique is non-destructive, utilizing small samples with no sample preparation being required.     

Charge State Coalescence During Electrospray Ionization Improves Peptide Identification by Tandem Mass Spectrometry

We report the effects of supercharging reagents dimethyl sulphoxide (DMSO) and m-nitrobenzyl alcohol (m-NBA) applied to untargeted peptide identification, with special emphasis on non-tryptic peptides. Peptides generated from a mixture of five standard proteins digested with trypsin, elastase, or pepsin were separated with nanoflow liquid chromatography using mobile phases modified with either 5% DMSO or 0.1%m-NBA. Eluting peptides were ionized by online electrospray and sequenced by both CID and ETD using data-dependent MS/MS. Statistically significant improvements in peptide identifications were observed with DMSO co-solvent. In order to understand this observation, we assessed the effects of supercharging reagents on the chromatographic separation and the electrospray quality. The increase in identifications was not due to supercharging, which was greater for the 0.1%m-NBA co-solvent and not observed for the 5.0% DMSO co-solvent. The improved MS/MS efficiency using the DMSO modified mobile phase appeared to result from charge state coalescence.     

新型亲和去垢小柱净化-液相色谱-串联质谱法分析水稻叶片蛋白质组

采用亲和去垢小柱净化,建立了水稻叶片蛋白质组的纳升液相色谱-串联质谱分析方法。水稻叶片蛋白质分别采用酚提取法结合十二烷基硫酸钠(sodium dodecyl sulfate,SDS)裂解,裂解液经亲和去垢小柱净化,酶解肽段用纳升液相色谱-线性离子阱/静电场轨道阱组合式高分辨质谱(nanoLC-LTQ/Orbitrap MS)分析,相关数据库检索鉴定。比较了超滤辅助样品制备法(FASP法)、亲和去垢小柱法和丙酮沉淀法对SDS去除效率及对蛋白质鉴定结果的影响。结果表明:3种方法均有较好的SDS去除效果(去除效率均大于95%);尽管3种方法鉴定的蛋白质种类具有一定的互补性,但以亲和去垢小柱法鉴定的蛋白质数目最多,为563种,远多于FASP法和丙酮沉淀法的196和306种;此外,亲和去垢小柱法适合于各种相对分子质量和不同pI值蛋白质的净化,而FASP法和丙酮沉淀法中不同相对分子质量和pI值蛋白质均有类似程度的损失。采用本文建立的方法,一次进样分析可鉴定出水稻叶片蛋白质多达588种;肽段匹配数≥2的296个蛋白质的生物学功能主要分为结合活性、酶活性、转移运输活性和结构组成等。该蛋白质分析方法可为开展水稻蛋白质组学研究提供技术参考。     

高效液相色谱-串联质谱法测定肉制品和调味料中7种水产品过敏原

基于高效液相色谱-串联质谱系统建立了食品中水产品过敏原的快速筛查和定量检测方法。样品经蛋白质提取、纯化、胰蛋白酶解后，利用超高效液相色谱-四极杆/静电场轨道阱高分辨质谱（UPLC-Q/Exactive-HRMS）结合ProteinPilot软件，基于母离子和碎片离子谱分析，实现蛋白质和多肽的鉴定。再通过基本局部比对搜索工具（BLAST）与Uniprot数据库对比分析，筛选出南美白虾、大闸蟹、青蟹、金枪鱼、大西洋鲑鱼的7种过敏原蛋白的30个特征肽。利用高效液相色谱-三重四极杆质谱（UPLC-QqQ-MS）系统对特征肽进行验证和多反应监测（MRM）定量研究。结果表明，该方法在5~250 mg/kg范围内线性关系良好，检出限为2~3.5 mg/kg，平均回收率为88.7%~110.2%。该方法重现性好，通量高，可应用于肉制品和调味料中7种过敏原的快速筛查和定量分析。     

A method combining SPITC and 18O labeling for simultaneous protein identification and relative quantification

The relative quantification and identification of proteins by matrix‐assisted laser desorption ionization time‐of‐flight MS is very important in /MS is very important in protein research and is usually conducted separately. Chemical N‐terminal derivatization with 4‐sulphophenyl isothiocyanate facilitates de novo sequencing analysis and accurate protein identification, while ¹⁸O labeling is simple, specific and widely applicable among the isotopic labeling methods used for relative quantification. In the present study, a method combining 4‐sulphophenyl isothiocyanate derivatization with ¹⁸O isotopic labeling was established to identify and quantify proteins simultaneously in one experiment. Reaction conditions were first optimized using a standard peptide (fibrin peptide) and tryptic peptides from the model protein (bovine serum albumin). Under the optimized conditions, these two independent labeling steps show good compatibility, and the linear relativity of quantification within the ten times dynamic range was stable as revealed by correlation coefficient analysis (R² value = 0.998); moreover, precursor peaks in MS/MS spectrum could provide accurate quantitative information, which is usually acquired from MS spectrum, enabling protein identification and quantification in a single MS/MS spectrum. Next, this method was applied to native peptides isolated from spider venoms. As expected, the de novo sequencing results of each peptide matched with the known sequence precisely, and the measured quantitative ratio of each peptide corresponded well with the theoretical ratio. Finally, complex protein mixtures of spider venoms from male and female species with unknown genome information were analyzed. Differentially expressed proteins were successfully identified, and their quantitative information was also accessed. Taken together, this protein identification and quantification method is simple, reliable and efficient, which has a good potential in the exploration of peptides/proteins from species with unknown genome. Copyright © 2014 John Wiley & Sons, Ltd.     

Optimization of microfabricated nanoliter-scale solid-phase extraction device for detection of gel-separated proteins in low abundance by matrix-assisted laser desorption/ionization mass spectrometry

A nano-scale solid-phase extraction (SPE) device was developed for the detection of gel-separated proteins in low abundance by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS) with a simplified microfabrication technology. By using SU-8 photoresist instead of epoxy glue to connect the microchannel and transfer capillary, polymeric contaminant signals in MS analysis were significantly reduced. Micro SPE columns with different capacities and geometric characteristics were investigated in order to increase the detection sensitivity and decrease spot size for MALDI-TOF-MS analysis. It is shown that enhancements in sensitivities for the detection of proteins in low abundance were correlated with the reduction in column capacity and increase in column aspect ratio. Fifty nanoliters of matrix solution were sufficient to elute the sample completely from the optimized micro SPE column with 3.5 nL capacity. The mass spectrum of a 5 fmol in-gel tryptic digest of bovine serum albumin (BSA), processed by the micro SPE column, demonstrated that 29 peptides matched the protein giving a sequence coverage of 51%, which was better than that obtained from analysis of 25 fmol of the same sample prepared by the dried-droplet method. With the micro SPE column treatment of 2 microL of digestion supernatant of a gel spot of the IQGAP1 protein, 15 peptides were detected from the mass spectrum with the highest individual score of 111, while, with a ZipTip procedure, only nine peaks were detected with the highest individual score of 71. Analytical results demonstrated that this approach greatly improved the sequence coverage and identification specificity for the tested protein. It can serve as a very useful tool in proteomics studies, especially for low abundance proteins.     

High‐throughput workflow for identification of phosphorylated peptides by LC‐MALDI‐TOF/TOF‐MS coupled to in situ enrichment on MALDI plates functionalized by ion landing

We report an MS‐based workflow for identification of phosphorylated peptides from trypsinized protein mixtures and cell lysates that is suitable for high‐throughput sample analysis. The workflow is based on an in situ enrichment on matrix‐assisted laser desorption/ionization (MALDI) plates that were functionalized by TiO₂ using automated ion landing apparatus that can operate unsupervised. The MALDI plate can be functionalized by TiO₂ into any array of predefined geometry (here, 96 positions for samples and 24 for mass calibration standards) made compatible with a standard MALDI spotter and coupled with high‐performance liquid chromatography. The in situ MALDI plate enrichment was compared with a standard precolumn‐based separation and achieved comparable or better results than the standard method. The performance of this new workflow was demonstrated on a model mixture of proteins as well as on Jurkat cells lysates. The method showed improved signal‐to‐noise ratio in a single MS spectrum, which resulted in better identification by MS/MS and a subsequent database search. Using the workflow, we also found specific phosphorylations in Jurkat cells that were nonspecifically activated by phorbol 12‐myristate 13‐acetate. These phosphorylations concerned the mitogen‐activated protein kinase/extracellular signal‐regulated kinase signaling pathway and its targets and were in agreement with the current knowledge of this signaling cascade. Control sample of non‐activated cells was devoid of these phosphorylations. Overall, the presented analytical workflow is able to detect dynamic phosphorylation events in minimally processed mammalian cells while using only a short high‐performance liquid chromatography gradient. Copyright © 2015 John Wiley & Sons, Ltd.