赖氨酸胍基化对蛋白质组分析的影响

赖氨酸胍基化在蛋白质组学定性和定量研究中起着重要作用,本文系统分析了胍基化前后,HeLa细胞蛋白质经胰蛋白酶酶解产生的3种不同类型肽段的质谱鉴定情况,并探讨了不同肽段质谱响应改变的内在原因。发现赖氨酸在侧链能选择性地发生胍基化反应（其选择性达到96.8%）,转化为高精氨酸,碱性增强。因此在正离子质谱模式下,C端为赖氨酸的肽段产生了更多的y离子,提供了许多新的离子碎片信息。在鉴定结果中,此类肽段所占总肽段的比例由原来的51.7%上升为57.3%,并且有1015条新的肽段被检测到。对于不含有赖氨酸的肽段,其鉴定结果在胍基化前后基本没有变化。结果表明,胍基化可以在一定程度上提高质谱鉴定的灵敏度和互补性,提高蛋白质分析的覆盖率。     

蛋白质组学研究中傅立叶变换离子回旋共振质谱数据采集方法的比较

探讨了线性离子阱-傅立叶变换离子回旋共振质谱(LTQ-FT)的数据采集模式对蛋白质组鉴定结果的影响,比较和分析了针对不同复杂程度样本的最佳采集模式.对于α-乳清蛋白4种标准蛋白质酶切肽段混合物的简单体系,在傅立叶变换离子回旋共振腔中选3个最强母离子进行选择离子监测扫描后, 再实施二级碎裂的方法(SIM3) 得到的肽段覆盖率, 分别是直接选10个最强母离子进行二级碎裂(FT10)方法得到的肽段覆盖率的1.5～1.9倍.另外, 对酵母蛋白酶切肽段混合物的复杂体系鉴定时,只采集双电荷和三电荷母离子进行二级扫描的方法(FT10_23)比单电荷、双电荷和三电荷都采集的方法(FT10_123)得到的图谱鉴定成功率提高64.1%.实验还对不同数据采集模式下图谱的特点进行了考察.本研究表明,针对不同复杂程度的样本,应采取不同的质谱数据采集方法.     

基于末端准等重同位素标记的肽段从头测序方法

蛋白质的从头测序在蛋白质生物功能的研究、疾病相关蛋白突变体的发现和抗体药物表征等领域具有关键作用,其主要方法是将蛋白质酶解成肽段,通过二级谱图中碎片离子的质量差异判断氨基酸残基的序列信息,进而实现肽段的从头测序.由于谱图中的碎片离子信号易受噪声和不能用于测序的离子的干扰,目前的从头测序算法准确度较低.本研究发展了一种基...     

纳升液相色谱-质谱分析方法的重现性对尿液多肽组分析结果的影响

多肽组学是蛋白质组学技术的延伸和扩展,在医学和生物学研究中的应用日益广泛,但是,多肽组鉴定方法的重现性对实验结果的影响目前尚不清楚.本研究利用纳升液相色谱-高分辨质谱对健康人的尿液多肽组进行了7次平行分析,考察图谱数目、图谱利用率、鉴定的肽段数目、蛋白质数目、样品总离子强度和肽段保留时间等指标的变化,以揭示重复实验之间分析结果的可变性和稳定性.7次测定的肽段数目平均值为208,标准偏差为38;7次结果合并后,得到了归属于114个蛋白质的426个肽段,肽段和蛋白质数目均显著增加;而35个蛋白质的109个肽段在所有7次实验中均被检出,表明多肽组的单次分析结果既具有一定的随机性,又具有相对的稳定性.增加平行实验次数会扩大多肽组数据集,但测定3次以上后增加幅度减小.相比于肽段,多肽组的结果在蛋白质水平上更为稳定,提示利用蛋白质为多肽组的生物标志物更为稳健.     

高分辨飞行时间质谱在蛋白质组学相对定量分析中的应用

利用TripleTOF 5600高分辨质谱仪分析牛血清白蛋白等3种蛋白质标准品,研究了质谱离子强度与蛋白质样品相对含量的相关性。蛋白质标准品用胰酶酶切后,稀释成1~1024 fmol/7μL的系列溶液,考察在1~1024 fmol 上样量情况下,肽段的前体离子计数( cps)、蛋白质全部肽段的离子计数之和以及被检出肽段数目与上样量的相关性,以及相同样品在3次平行实验之间这些数值的变化幅度。结果表明。被检出肽段数目与上样量正相关,当cps超过1000时,所有肽段离子强度之和与上样量呈线性关系,但是用最灵敏肽段的离子强度表示更为准确。3次测量同一肽段的最高离子强度通常不会超过最低强度的1.5倍,提示当不同样品中同一蛋白的离子强度相差3倍以上是判断不同样品中相同蛋白质的含量具有差异的可靠阈值。本研究提供了一种利用高分辨率和高扫描速度蛋白质组组学定性数据进行半定量分析的方法,简便、快速,可为相关生物学和医学研究提供参考。     

毛细管反相液相色谱-串联质谱用于肽的鉴定和相对定量分析

建立了一种基于毛细管反相液相色谱-串联质谱联用技术和质谱峰强度数据处理的肽段鉴定和相对定量分析方法。该方法无需对样品中的肽进行化学标记,在对样品进行反相色谱分离和串联质谱分析后,将二级质谱扫描数据进行蛋白质数据库搜索,获得所鉴定肽段的序列、保留时间、质荷比、带电荷数等定性信息;再以此为定位依据,在全扫描质谱数据中提取该肽段对应的离子峰并以该离子峰的峰强度作为定量信息,从而实现对不同样品中的共有肽段进行差异比较分析。以标准蛋白酶解混合肽段为实验对象,以肽段相对强度的相对标准偏差为指标,考察了该方法用于肽段相对定量分析的重现性、检测动态范围以及浓度标准曲线等,为将该方法用于生物样品中内源性肽的差异分析奠定了基础。     

反相高效液相色谱法测定蟾酥中的3种蟾毒内酯

建立了一种基于毛细管反相液相色谱-串联质谱联用技术和质谱峰强度数据处理的肽段鉴定和相对定量分析方法。该方法无需对样品中的肽进行化学标记,在对样品进行反相色谱分离和串联质谱分析后,将二级质谱扫描数据进行蛋白质数据库搜索,获得所鉴定肽段的序列、保留时间、质荷比、带电荷数等定性信息;再以此为定位依据,在全扫描质谱数据中提取该肽段对应的离子峰并以该离子峰的峰强度作为定量信息,从而实现对不同样品中的共有肽段进行差异比较分析。以标准蛋白酶解混合肽段为实验对象,以肽段相对强度的相对标准偏差为指标,考察了该方法用于肽段相对定量分析的重现性、检测动态范围以及浓度标准曲线等,为将该方法用于生物样品中内源性肽的差异分析奠定了基础。。     

磺化修饰结合离子交换色谱和生物质谱富集鉴定含组氨酸肽段

通过在肽段的N端引入磺酸基,从而使含组氨酸的肽段与其他肽段在pH<3.0的条件下产生电荷差异,建立了一种基于强阳离子交换色谱(SCX)结合生物质谱富集鉴定含组氨酸肽段的方法,并以含有组氨酸的标准蛋白质为模型,进行了方法学考察。结果表明,经N端磺酸化后,含组氨酸的肽段能有效地被阳离子交换色谱富集,且在肽的N端引入磺酸基促进了肽的裂解,使之产生简单而信息丰富的二级质谱图,从而得到完美的质谱鉴定结果。这说明磺化修饰结合强阳离子交换色谱用于含组氨酸肽段的富集鉴定是可行的,且具有在蛋白质组研究中应用的潜力。     

基于保留时间和质荷比匹配的液相色谱-质谱联用技术用于非标记肽段的差异分析

建立了一种无需化学标记的,基于纳升级毛细管液相色谱-电喷雾离子阱质谱联用技术和质谱数据处理的肽段差异分析方法。本方法采用定量差异分析与肽序列鉴定分析分别进行的策略,首先对样品进行质谱全扫描的液质全谱式分析,在全扫描质谱数据中提取肽特征点信息,通过保留时间和质荷比参数匹配不同样品中的共有肽特征点,比较其相对峰强度有无差异。最后对样品中存在丰度差异的肽特征点进行选择性二级质谱分析和序列鉴定,从而实现复杂样品中肽段的差异比较分析。以血浆蛋白酶解混合物为实验对象,考察了本方法用于肽段相对定量分析的重现性以及浓度信号响应曲线等。结果表明:提取的肽特征点峰强度相对标准偏差的中值<22%,肽段离子强度动态范围达3个数量级,在5～1000fmol范围内对肽段定量具有良好线性关系。本方法可用于不同条件样品中具有倍数差异的内源性肽的比较分析。     

金属标记结合高效液相色谱-选择离子监测质谱的蛋白质绝对定量新方法

建立了金属标记结合高效液相色谱-选择性离子监测质谱(SIM)的蛋白质绝对定量新方法。实验考察了金属标记效率、金属标记的稳定性、标记后肽段的色谱保留和质谱行为、新定量方法的线性范围和准确度。实验结果表明金属标记具有标记效率高,稳定性好,色谱保留行为一致等优点。另外,金属标记-选择离子监测质谱绝对定量方法灵敏度高,其定量限低至1 fmol,线性范围为1~500 fmol,线性范围内R2值大于0.99,具有良好的线性关系;经过测量,标准肽段的回收率为117.01%,说明该方法具有较高的准确度。将该方法应用于腾冲嗜热菌中烯醇酶蛋白的定量分析,相对标准偏差为5.47%,表明该方法的精密度高。以上结果表明该方法可以用于生物样本中的蛋白质的绝对定量分析,为比较简单的生物样本中蛋白质的绝对定量方法提供了一种新的选择。     

Comparison of data analysis parameters and MS/MS fragmentation techniques for quantitative proteome analysis using isobaric peptide termini labeling (IPTL)

Isobaric peptide termini labeling (IPTL) is a quantification method which permits relative quantification using quantification points distributed throughout the whole tandem mass spectrometry (MS/MS) spectrum. It is based on the complementary derivatization of peptide termini with different isotopes resulting in isobaric peptides. Here, we use our recently developed software package IsobariQ to investigate how processing and data analysis parameters can improve IPTL data. Deisotoping provided cleaner MS/MS spectra and improved protein identification and quantification. Denoising should be used with caution because it may remove highly regulated ion pairs. An outlier detection algorithm on the ratios within every individual MS/MS spectrum was beneficial in removing false-positive quantification points. MS/MS spectra using IPTL typically contain two peptide series with complementary labels resulting in lower Mascot ion scores than non-labeled equivalent peptides. To avoid this penalty, the two chemical modifications for IPTL were specified as variables including satellite neutral losses of tetradeuterium with positive loss for the heavy isotopes and negative loss for the light isotopes. Thus, the less dominant complementary ion series were not considered for the scoring, which improved the ion scores significantly. In addition, we showed that IPTL was suitable for fragmentation by electron transfer dissociation (ETD) and higher energy collisionally activated dissociation (HCD) besides the already reported collision-induced dissociation (CID). Notably, ETD and HCD data can be identified and quantified using IsobariQ. ETD outperformed CID and HCD only for charge states ≥4+ but yielded in total fewer protein identifications and quantifications. In contrast, the high-resolution information of HCD fragmented peptides provided most identification and quantification results using the same scan speed.     

GroupFilter: A software tool for efficient filtering of Morpheus search engine results

Morpheus is a search algorithm developed recently for high-resolution tandem mass spectra. According to the developers, its intrinsic property is discriminating short sequence length peptides. Therefore, elimination of direct comparisons between peptide spectrum matches (PSMs) for short and long peptides may potentially increase the search sensitivity for a given FDR level. In the proposed approach, all PSMs are grouped according to the number of matched fragment ions, followed by separate filtering of identifications in each group using target-decoy approach. The approach is applied to Morpheus output results and does not cause a significant increase in the overall data analysis time. The proposed approach was implemented as a Python command-line tool, called GroupFilter. Several data sets from different types of mass spectrometers were used for testing of the software, including the data from the original Morpheus search engine paper. Separate FDR filtering for grouped identifications increased the number of identified peptides by up to 18% compared with the default Morpheus post-processing procedure. The proposed approach can be considered as an addition to the Morpheus search engine.     

Comparison of LFQ and IPTL for Protein Identification and Relative Quantification

(1) Background: Mass spectrometry-based quantitative proteome profiling is most commonly performed by label-free quantification (LFQ), stable isotopic labeling with amino acids in cell culture (SILAC), and reporter ion-based isobaric labeling methods (TMT and iTRAQ). Isobaric peptide termini labeling (IPTL) was described as an alternative to these methods and is based on crosswise labeling of both peptide termini and MS2 quantification. High quantification accuracy was assumed for IPTL because multiple quantification points are obtained per identified MS2 spectrum. A direct comparison of IPTL with other quantification methods has not been performed yet because IPTL commonly requires digestion with endoproteinase Lys-C. (2) Methods: To enable tryptic digestion of IPTL samples, a novel labeling for IPTL was developed that combines metabolic labeling (Arg-0/Lys-0 and Arg-d4/Lys-d4, respectively) with crosswise N-terminal dimethylation (d4 and d0, respectively). (3) Results: The comparison of IPTL with LFQ revealed significantly more protein identifications for LFQ above homology ion scores but not above identity ion scores. (4) Conclusions: The quantification accuracy was superior for LFQ despite the many quantification points obtained with IPTL.     

Differential stable isotope labeling of peptides for quantitation and de novo sequence derivation.

We have demonstrated the use of per-methyl esterification of peptides for relative quantification of proteins between two mixtures of proteins and automated de novo sequence derivation on the same dataset. Protein mixtures for comparison were digested to peptides and resultant peptides methylated using either d0- or d3-methanol. Methyl esterification of peptides converted carboxylic acids, such as are present on the side chains of aspartic and glutamic acid as well as the carboxyl terminus, to their corresponding methyl esters. The separate d0- and d3-methylated peptide mixtures were combined and the mixture subjected to microcapillary high performance liquid chromatography/tandem mass spectrometry (HPLC/MS/MS). Parent proteins of methylated peptides were identified by correlative database searching of peptide tandem mass spectra. Ratios of proteins in the two original mixtures could be calculated by normalization of the area under the curve for identical charge states of d0- to d3-methylated peptides. An algorithm was developed that derived, without intervention, peptide sequence de novo by comparison of tandem mass spectra of d0- and d3-peptide methyl esters.     

RT-PSM, a real-time program for peptide-spectrum matching with statistical significance

The analysis of complex biological peptide mixtures by tandem mass spectrometry (MS/MS) produces a huge body of collision-induced dissociation (CID) MS/MS spectra. Several methods have been developed for identifying peptide-spectrum matches (PSMs) by assigning MS/MS spectra to peptides in a database. However, most of these methods either do not give the statistical significance of PSMs (e.g., SEQUEST) or employ time-consuming computational methods to estimate the statistical significance (e.g., PeptideProphet). In this paper, we describe a new algorithm, RT-PSM, which can be used to identify PSMs and estimate their accuracy statistically in real time. RT-PSM first computes PSM scores between an MS/MS spectrum and a set of candidate peptides whose masses are within a preset tolerance of the MS/MS precursor ion mass. Then the computed PSM scores of all candidate peptides are employed to fit the expectation value distribution of the scores into a second-degree polynomial function in PSM score. The statistical significance of the best PSM is estimated by extrapolating the fitting polynomial function to the best PSM score. RT-PSM was tested on two pairs of MS/MS spectrum datasets and protein databases to investigate its performance. The MS/MS spectra were acquired using an ion trap mass spectrometer equipped with a nano-electrospray ionization source. The results show that RT-PSM has good sensitivity and specificity. Using a 55,577-entry protein database and running on a standard Pentium-4, 2.8-GHz CPU personal computer, RT-PSM can process peptide spectra on a sequential, one-by-one basis in 0.047 s on average, compared to more than 7 s per spectrum on average for Sequest and X!Tandem, in their current batch-mode processing implementations. RT-PSM is clearly shown to be fast enough for real-time PSM assignment of MS/MS spectra generated every 3 s or so by a 3D ion trap or by a QqTOF instrument.     

Assessment of resolution parameters for CID-based shotgun proteomic experiments on the LTQ-Orbitrap mass spectrometer

Shotgun proteomics has been used extensively for characterization of a number of proteomes. High-resolution Fourier transform mass spectrometry (FTMS) has emerged as a powerful tool owing to its high mass accuracy and resolving power. One of its major limitations, however, is that the confidence level of peptide identification and sensitivity cannot be maximized simultaneously. Although it is generally assumed that higher resolution is better for peptide identifications, the precise effect of varying resolution as a parameter on peptide identification has not yet been systematically evaluated. We used the Escherichia coli proteome and a standard 48 protein mix to study the effect of different resolution parameters on peptide identifications in the setting of a shotgun proteomics experiment on an LTQ-Orbitrap mass spectrometer. We observed a higher number of peptide-spectrum matches (PSMs) whenever the MS scan was carried out by FT and the MS/MS in the ion-trap (IT) with the maximum PSMs obtained at an MS resolution of 30,000. In contrast, when samples were analyzed by FT for both MS and MS/MS, the number of PSMs was significantly lower (∼40% compared with FT-IT experiments) with the maximum PSMs obtained when both the MS and MS/MS resolution were set to 15,000. Thus, a 15K-15K resolution setting may provide the best compromise for studies where both speed and accuracy such as high-throughput post-translational analysis and de novo sequencing are important. We hope that our study will allow researchers to choose between different resolution parameters to achieve their desired results from proteomic analyses.     

Fragmentation of peptides with intra-chain disulfide bonds in triple quadrupole mass spectrometry and its quantitative application to biological samples

A growing number of peptides are being used today in bioanalytical laboratories. Because of this, there is an increasing interest in the development of highly sensitive, specific and robust liquid chromatography/tandem mass spectrometry (LC/MS/MS) assays for the quantitative analysis of peptides in biological samples. Among the mass spectrometers previously used for peptide quantification, triple quadrupole mass spectrometers are generally not considered the instrument of choice. With this instrumentation, collision cascades or multiple fragmentations tend to generate multiple peaks that have weak intensities. This leads to a loss in detection sensitivity. However, in cases where immonium product ions were formed in abundance, it was found that peptide quantification succeeded. A common feature of these peptides is their intra-loop structure. To elucidate the usefulness of this feature in fragmentation, several peptide analytes with intra-chain disulfide bonds were investigated in this study, including a newly synthesized analog having a single amino acid substitution. The results presented here indicate that abrupt bond cleavage from the intra-loop structure of peptides could be one of the premises for intense immonium ion generation. In contrast, any preferential cleavage of peptide bonds (e.g., proline effect) that gives rise to a linearized sequence would break the intactness of the loop and prevent it from completely dissociating. In addition, the utilization of immonium product ions in LC/MS/MS was demonstrated for the determination of peptides with intra-chain disulfide bonds in biological fluids.     

Peptide and protein quantification using iTRAQ with electron transfer dissociation

Electron transfer dissociation (ETD) has become increasingly used in proteomic analyses due to its complementarity to collision-activated dissociation (CAD) and its ability to sequence peptides with post-translation modifications (PTMs). It was previously unknown, however, whether ETD would be compatible with a commonly employed quantification technique, isobaric tags for relative and absolute quantification (iTRAQ), since the fragmentation mechanisms and pathways of ETD differ significantly from CAD. We demonstrate here that ETD of iTRAQ labeled peptides produces c- and z -type fragment ions as well as reporter ions that are unique from those produced by CAD. Exact molecular formulas of product ions were determined by ETD fragmentation of iTRAQ-labeled synthetic peptides followed by high mass accuracy orbitrap mass analysis. These experiments revealed that ETD cleavage of the N-C(alpha) bond of the iTRAQ tag results in fragment ions that could be used for quantification. Synthetic peptide work demonstrates that these fragment ions provide up to three channels of quantification and that the quality is similar to that provided by beam-type CAD. Protein standards were used to evaluate peptide and protein quantification of iTRAQ labeling in conjunction with ETD, beam-type CAD, and pulsed Q dissociation (PQD) on a hybrid ion trap-orbitrap mass spectrometer. For reporter ion intensities above a certain threshold all three strategies provided reliable peptide quantification (average error < 10%). Approximately 36%, 8%, and 16% of scans identified fall below this threshold for ETD, HCD, and PQD, respectively. At the protein level, average errors were 2.3%, 1.7%, and 3.6% for ETD, HCD, and PQD, respectively.     

The extent and effects of peptide sequence scrambling via formation of macrocyclic <Emphasis Type="Italic">b</Emphasis> ions in model proteins

The extent and effects of sequence scrambling in peptide ions during tandem mass spectrometry (MS/MS) have been examined using tryptic peptides from model proteins. Sequencescrambled b ions appeared in about 35% of 43 tryptic peptides examined under MS/MS conditions. In general, these ions had relatively low abundances with averages of 8% and 16%, depending on the instrumentation used. A few tryptic peptides gave abundant scrambled b ions in MS/MS. However, peptide and protein identifications under proteomic conditions with Mascot were not affected, even for these peptides wherein scrambling was prominent. From the 43 tryptic peptides that have been investigated, the conclusion is that sequence scrambling is unlikely to impact negatively on the accuracy of automated peptide and protein identifications in proteomics.     

Precipitation and selective extraction of human serum endogenous peptides with analysis by quadrupole time-of-flight mass spectrometry reveals posttranslational modifications and low-abundance peptides

The endogenous peptides of human serum may have regulatory functions, have been associated with physiological states, and their modifications may reveal some mechanisms of disease. In order to correlate levels of specific peptides with disease alongside internal standards, the polypeptides must first be reliably extracted and identified. Endogenous blood peptides can be effectively enriched by precipitation of the serum with organic solvents followed by selective extraction of peptides using aqueous solutions modified with organic solvents. Polypeptides on filter paper were assayed with Coomasie brilliant blue binding. The polypeptides were resolved by detergent tricine polyacrylamide electrophoresis and visualized by diamine silver staining. Peptides in the extracts were collected by C18 and analyzed by matrix-assisted laser desorption/ionization and liquid chromatography–electrospray ionization–tandem mass spectrometry (MS/MS) quadrupole time-of-flight MS/MS. Peptides were resolved as multiple isotopic peaks in MS mode with mass deviation of 0.1 Da or less and similar accuracy for fragments. The sensitivity of MS and MS/MS analysis was estimated to be in the picomolar range or less. The peptide composition of the extracts was dependent on solvent formulation. Multiple peptides from apolipoproteins, complement proteins, coagulation factors, and many others were identified by X!Tandem with high mass accuracy of peptide ions and fragments from collision-induced dissociation. Many previously unreported posttranslational modifications of peptides including phosphorylations, oxidations, glycosylations, and others were detected with high mass accuracy and may be of clinical importance. About 4,630 redundant peptides were identified with 99% confidence separately, and together some 1,251 distinct proteins were identified with 99% confidence or greater using the Paragon algorithm.