高精度相对和绝对定量的等量异位标签在定量蛋白质组学研究中的新进展

蛋白质组学逐渐从定性研究转向定量研究。在定量蛋白质组学技术中,相对和绝对定量的等量异位标签(Isobaric tags for relative and absolute quantitation,iTRAQ)是应用最广泛的技术之一,具有通量高、稳定性强及不受样品来源制约等优点,几乎可以对任意样品进行标记,而且可以同时对多达8个样品进行定量分析,有效地提高了通量。iTRAQ技术不断改进,其定量准确性显著提高,适用的平台越来越多,为微生物、动物、植物、生物医学领域蛋白质及其翻译后修饰组研究创造了条件。文中综述了高精度iTRAQ技术在定量蛋白质组学研究中的最新发展及其应用。     

Network analysis of quantitative proteomics on asthmatic bronchi: effects of inhaled glucocorticoid treatment

Background

Proteomic studies of respiratory disorders have the potential to identify protein biomarkers for diagnosis and disease monitoring. Utilisation of sensitive quantitative proteomic methods creates opportunities to determine individual patient proteomes. The aim of the current study was to determine if quantitative proteomics of bronchial biopsies from asthmatics can distinguish relevant biological functions and whether inhaled glucocorticoid treatment affects these functions.

Methods

Endobronchial biopsies were taken from untreated asthmatic patients (n = 12) and healthy controls (n = 3). Asthmatic patients were randomised to double blind treatment with either placebo or budesonide (800 μg daily for 3 months) and new biopsies were obtained. Proteins extracted from the biopsies were digested and analysed using isobaric tags for relative and absolute quantitation combined with a nanoLC-LTQ Orbitrap mass spectrometer. Spectra obtained were used to identify and quantify proteins. Pathways analysis was performed using Ingenuity Pathway Analysis to identify significant biological pathways in asthma and determine how the expression of these pathways was changed by treatment.

Results

More than 1800 proteins were identified and quantified in the bronchial biopsies of subjects. The pathway analysis revealed acute phase response signalling, cell-to-cell signalling and tissue development associations with proteins expressed in asthmatics compared to controls. The functions and pathways associated with placebo and budesonide treatment showed distinct differences, including the decreased association with acute phase proteins as a result of budesonide treatment compared to placebo.

Conclusions

Proteomic analysis of bronchial biopsy material can be used to identify and quantify proteins using highly sensitive technologies, without the need for pooling of samples from several patients. Distinct pathophysiological features of asthma can be identified using this approach and the expression of these features is changed by inhaled glucocorticoid treatment. Quantitative proteomics may be applied to identify mechanisms of disease that may assist in the accurate and timely diagnosis of asthma.

Trial registration

ClinicalTrials.gov registration {"type":"clinical-trial","attrs":{"text":"NCT01378039","term_id":"NCT01378039"}}NCT01378039     

iTRAQ标记技术与差异蛋白质组学的生物标志物研究

结合多维液相色谱和串联质谱分析,iTRAQ技术已成为差异蛋白质组学定量研究的主要工具之一。而寻找和发现区别于正常生理状态下的疾病特异表达蛋白质,有利于阐明疾病的发病机理,对疾病的预防、诊断、预后和疗效监测具有重要作用,并有助于用作新靶点来开发临床治疗药物。本文重点就该技术在医学领域中进行差异蛋白质组分析并寻找标记蛋白质的研究进行综述。     

iTRAQ联用串联质谱鉴定食管鳞状细胞癌差异表达蛋白质及蛋白质相互作用网络

基于质谱的蛋白质组学结果不仅具有重复性差和覆盖率低等缺陷,并且针对数十至百个差异表达蛋白质分子的分析非常具有挑战性,而蛋白质与蛋白质相互作用网络（protein-protein interaction network, PPIN）分析能够在一定程度上弥补上述不足,使各种组学研究结果具有一致性和可比性。本研究应用同位素标记相对和绝对定量（iTRAQ）联用串联质谱技术鉴定了与食管鳞状细胞癌（esophageal squamous cell carcinoma,ESCC）相关的差异表达蛋白质244个（ESCC中,升高和降低的蛋白质分别为119个和125个）,基因本体论（gene ontology, GO）富集与肿瘤十大特征相关的17个GO条目|以该17个条目包含的117个蛋白质为种子蛋白搜索STRING（http: //www.string-db.org）数据库,构建包含96个存在相互作用的PPIN和21个离散蛋白质。用CytoHubba算法确定34个中心节点蛋白质和36个瓶颈蛋白质,非重复49个中心节点和/或瓶颈蛋白质中含7个目前已报道的癌基因表达蛋白（PPP2R1A、CTNNB1、ENO1、EZR、TPM4、COL1A1、TPM3）,确定与该7个癌蛋白直接相互作用的4个蛋白质（FN1、ITGB1、TAGLN和YWHAZ）可能为参与食管癌变的关键蛋白质,并应用Western印迹实验验证了 FN1、ITGB1、TAGLN和YWHAZ等4个关键蛋白质在ESCC中具有显著的表达差异,表明PPIN分析是确定具有重要生物学意义分子的有效途经之一。     

基于iTRAQ技术分析五倍子作用白念珠菌后的差异蛋白表达

为了探讨五倍子抗白念珠菌的作用机制,提取4 μg/mL五倍子提取液作用后的白念珠菌（SC5314）总蛋白,采用同位素标记相对和绝对定量（isobaric tags for relative and absolute quantitation,iTRAQ）蛋白质组学技术、液相色谱串联质谱（LC-MS/MS）技术分析和鉴定差异表达的蛋白质,并对差异表达蛋白进行生物信息学分析。经LC-MS/MS鉴定出3 721种蛋白质,其中,差异表达蛋白104种,包括57种表达上调蛋白和47种表达下调蛋白。通过生物信息学分析发现,上述差异蛋白参与了氧化还原反应、过氧化氢分解代谢以及能量代谢等生物学过程。研究表明,五倍子抗白念珠菌的作用机制可能是通过抑制氧化磷酸化,进而影响菌体能量代谢和物质生成,最终导致细胞结构与功能的改变。     

Green fluorescent protein expression triggers proteome changes in breast cancer cells

Green fluorescent protein (GFP) is the most commonly used reporter of expression in cell biology despite evidence that it affects the cell physiology. The molecular mechanism of GFP-associated modifications has been largely unexplored. In this paper we investigated the proteome modifications following stable expression of GFP in breast cancer cells (MDA-MB-231). A combination of three different proteome analysis methods (2-DE, iTRAQ, label-free) was used to maximise proteome coverage. We found that GFP expression induces changes in expression of proteins that are associated with protein folding, cytoskeletal organisation and cellular immune response. In view of these findings, the use of GFP as a cell reporter should be carefully monitored.     

NCAPG is differentially expressed during longissimus muscle development and is associated with growth traits in Chinese Qinchuan beef cattle

Based on RNA-seq analysis, we recently found that the bovine NCAPG(non-SMC condensin I complex, subunit G) gene is differentially expressed duringdevelopment of the longissimus muscle. In the present study, we validated this resultand, using quantitative real-time PCR analysis, identified two adjacent genes, LCORLand DCAF16, that are more abundant in fetal muscle tissue; further analysis oftissue-specific expression patterns indicated high abundance ofNCAPG in muscle. Since no polymorphisms were detected in aprevious study of Qinchuan cattle, we extended our investigation to examine theoccurrence of single-nucleotide polymorphisms (SNPs) in the NCAPGgene. Three SNPs, i.e., one located in the intron region (g47747: T> G), a synonymous mutation (g52535: A > G) and a missense mutation (g53208: T> G) that leads to a change in the amino acid of interest (pIle442Met), weredetected in a population of Qinchuan beef cattle (n = 300). Association analysisshowed that these SNPs were significantly associated with the growth traits ofQinchuan beef cattle. Our results indicate that the bovine NCAPGgene may be involved in the development of the longissimus muscle. Thesepolymorphisms in the NCAPG gene may be useful for marker-assistedselection of optimal body size in Qinchuan beef cattle.     

同位素标记相对和绝对定量蛋白组技术研究进展

近年来定量蛋白组学技术迅速发展,目前常用的有双向荧光差异凝胶电泳、同位素亲和标记、15N同位素标记、同位素标记相对和绝对定量和细胞培养条件下稳定同位素标记技术等。同位素标记相对和绝对定量技术以其高通量、高灵敏度、高重复性、高动态检测限和能对各种复杂样品进行相对和绝对定量研究等优势而备受研究者青睐,目前已发展到在同一实验中分析8组样品,增加了实验设计的灵活性。我们就同位素标记相对和绝对定量技术在定量蛋白组史中的地位作用、研究策略,以及在病毒致病机制研究和医药临床相关问题中的应用做简要综述。     

Role of the methionine cycle in the temperature-sensitive responses of potato plants to potato virus Y

Plant–virus interactions are greatly influenced by environmental factors such as temperatures. In virus-infected plants, enhanced temperature is frequently associated with more severe symptoms and higher virus content. However, the mechanisms involved in such regulatory effects remain largely uncharacterized. To provide more insight into the mechanisms whereby temperature regulates plant–virus interactions, we analysed changes in the proteome of potato cv. Chicago plants infected with potato virus Y (PVY) at normal (22 °C) and elevated temperature (28 °C), which is known to significantly increase plant susceptibility to the virus. One of the most intriguing findings is that the main enzymes of the methionine cycle (MTC) were down-regulated at the higher but not at normal temperatures. With good agreement, we found that higher temperature conditions triggered consistent and concerted changes in the level of MTC metabolites, suggesting that the enhanced susceptibility of potato plants to PVY at 28 °C may at least be partially orchestrated by the down-regulation of MTC enzymes and concomitant cycle perturbation. In line with this, foliar treatment of these plants with methionine restored accumulation of MTC metabolites and subverted the susceptibility to PVY at elevated temperature. These data are discussed in the context of the major function of the MTC in transmethylation processes.     

Proteomics Analysis of Candida albicans dnm1 Haploid Mutant Unraveled the Association between Mitochondrial Fission and Antifungal Susceptibility

Candida albicans is a major fungal pathogen, accounting for approximately 15% of healthcare infections with associated mortality as high as 40% in the case of systemic candidiasis. Antifungal agents for C. albicans infections are limited, and rising resistance is an inevitable problem. Therefore, understanding the mechanism behind antifungal responses is among the top research focuses in combating Candida infections. Herein, the recently developed C. albicans haploid model is employed to examine the association between mitochondrial fission, regulated by Dnm1, and the pathogen's response to antifungals. Proteomic analysis of dnm1Δ and its wild‐type haploid parent, GZY803, reveal changes in proteins associated with mitochondrial structures and functions, cell wall, and plasma membrane. Antifungal susceptibility testing revealed that dnm1Δ is more susceptible to SM21, a novel antifungal, than GZY803. Analyses of reactive oxygen species release, antioxidant response, lipid peroxidation, and membrane damages uncover an association between dnm1Δ and the susceptibility to SM21. Dynasore‐induced mitochondrial inhibition in SC5314 diploids corroborate the findings. Interestingly, Dynasore‐primed SC5314 cultures exhibit increased susceptibility to all antifungals tested. These data suggest an important contribution of mitochondrial fission in antifungal susceptibility of C. albicans. Hence, mitochondrial fission can be a potential target for combined therapy in anti‐C. albicans treatment.     

草菇子实体不同成熟阶段的比较蛋白质组学分析

采用iTRAQ标记结合二维液相色谱串联质谱技术对草菇不同成熟阶段的差异蛋白质组进行研究。首先将提取的草菇不同成熟阶段蛋白样品进行SDS-PAGE分析,其次将经二维液相色谱串联质谱技术获取的串联质谱数据通过MASCOT软件搜库,之后对鉴定蛋白质数据进行了KEGG代谢通路分析。试验共计获得2 335个不同肽段, 鉴定到1 039个蛋白质,其中1 030个蛋白质具有定量信息。与蛋形期相比,在伸长期和成熟期阶段显著上调蛋白质85个,下调蛋白质103个。KEGG代谢通路分析结果显示,草菇不同成熟阶段中的68个差异蛋白质可定位于4种伞菌目模式真菌（灰盖鬼伞、双色蜡蘑、可可丛枝病菌和裂褶菌）的45个不同生物代谢途径,全景展示出草菇成熟阶段差异表达蛋白质定位的代谢网络。结果表明,iTRAQ标记技术结合二维液相色谱串联质谱可对不同生长发育时期的草菇蛋白样品进行有效地分离和鉴定。     

Comparative proteomic analysis of human lung telocytes with fibroblasts

Telocytes (TCs) were recently described as interstitial cells with very long prolongations named telopodes (Tps; www.telocytes.com ). Establishing the TC proteome is a priority to show that TCs are a distinct type of cells. Therefore, we examined the molecular aspects of lung TCs by comparison with fibroblasts (FBs). Proteins extracted from primary cultures of these cells were analysed by automated 2‐dimensional nano‐electrospray ionization liquid chromatography tandem mass spectrometry (2D Nano‐ESI LC‐MS/MS). Differentially expressed proteins were screened by two‐sample t‐test (P < 0.05) and fold change (>2), based on the bioinformatics analysis. We identified hundreds of proteins up‐ or down‐regulated, respectively, in TCs as compared with FBs. TC proteins with known identities are localized in the cytoskeleton (87%) and plasma membrane (13%), while FB up‐regulated proteins are in the cytoskeleton (75%) and destined to extracellular matrix (25%). These identified proteins were classified into different categories based on their molecular functions and biological processes. While the proteins identified in TCs are mainly involved in catalytic activity (43%) and as structural molecular activity (25%), the proteins in FBs are involved in catalytic activity (24%) and in structural molecular activity, particularly synthesis of collagen and other extracellular matrix components (25%). Anyway, our data show that TCs are completely different from FBs. In conclusion, we report here the first extensive identification of proteins from TCs using a quantitative proteomics approach. Protein expression profile shows many up‐regulated proteins e.g. myosin‐14, periplakin, suggesting that TCs might play specific roles in mechanical sensing and mechanochemical conversion task, tissue homoeostasis and remodelling/renewal. Furthermore, up‐regulated proteins matching those found in extracellular vesicles emphasize TCs roles in intercellular signalling and stem cell niche modulation. The novel proteins identified in TCs will be an important resource for further proteomic research and it will possibly allow biomarker identification for TCs. It also creates the premises for understanding the pathogenesis of some lung diseases involving TCs.     

Genome‐wide association study reveals candidate genes associated with body measurement traits in Chinese Wagyu beef cattle

We performed a genome‐wide association study to identify candidate genes for body measurement traits in 463 Wagyu beef cattle typed with the Illumina Bovine HD 770K SNP array. At the genome‐wide level, we detected 18, five and one SNPs associated with hip height, body height and body length respectively. In total, these SNPs are within or near 11 genes, six of which (PENK, XKR4, IMPAD1, PLAG1, CCND2 and SNTG1) have been reported previously and five of which (CSMD3, LAP3, SYN3, FAM19A5 and TIMP3) are novel candidate genes that we found to be associated with body measurement traits. Further exploration of these candidate genes will facilitate genetic improvement in Chinese Wagyu beef cattle.