Differential protein expression profiling by iTRAQ-2DLC-MS/MS of lung cancer cells undergoing epithelial-mesenchymal transition reveals a migratory/invasive phenotype

Transforming growth factor-beta (TGF-beta) induces epithelial-mesenchymal transition (EMT) of epithelial cells in both normal embryonic development and certain pathological contexts. Here, we show that TGF-beta induced-EMT in human lung cancer cells (A549; adenocarcinoma cells) mediates tumor cell migration and invasion phenotypes. To gain insights into molecular events during EMT, we employed a global stable isotope labeled profiling strategy using iTRAQ reagents, followed by 2DLC-MS/MS, which identified a total of 51 differentially expressed proteins during EMT; 29 proteins were up-regulated and 22 proteins were down-regulated. Down-regulated proteins were predominantly enzymes involved in regulating nutrient or drug metabolism. The majority of the TGF-beta-induced proteins (such as tropomyosins, filamin A, B, & C, integrin-beta1, heat shock protein27, transglutaminase2, cofilin, 14-3-3 zeta, ezrin-radixin-moesin) are involved in the regulation of cell migration, adhesion and invasion, suggesting the acquisition of a invasive phenotype.     

2-D DIGE and MS/MS analysis of protein serum expression in rats housed in concrete and clay cages in winter

In a previous study, we examined the physiological responses of male Sprague-Dawley rats over a 4-week exposure to concrete and clay cages. No general toxicological changes were observed in rats exposed to either of the two cage types in summer. Under winter conditions, however, various general toxicological effects were detected in rats housed in concrete cages, although rats housed in clay cages showed no such effects. The infrared thermographic examination indicated that skin temperature in the concrete-housed rats was abnormally low, but not so in the clay-housed rats. We examined proteomic changes in the serum of rats housed in winter in concrete and clay cages using two-dimensional differential in-gel electrophoresis and mass spectrometry/mass spectrometry. Five proteins were identified and quantitatively validated; all were cold stress-induced, acute phase proteins that were either up-regulated (haptoglobin) or down-regulated (alpha-1-inhibitor III, alpha-2u globulin, complement component 3, and vitamin D-binding protein) in the concrete-housed rats. These results suggest that the 4-week exposure to a concrete cage in winter elicited a typical systemic inflammatory reaction (i.e. acute phase response) in the exposed rats.     

Suppression of OSCC malignancy by oral glands derived-PIP identified by iTRAQ combined with 2D LC-MS/MS

Oral squamous cell carcinoma (OSCC) is the most common malignancy in head and neck cancer and a global cause of cancer-related death. Due to the poor survival rates associated with OSCC, there is a growing need to develop novel technologies and predictive biomarkers to improve disease diagnosis. The identification of new cellular targets in OSCC tumors will benefit such developments. In this study, isobaric tags for relative and absolute quantitation (iTRAQ)-based proteomics analysis combined with 2-dimensional liquid chromatography and tandem mass spectrometry (2D LC-MS/MS) were used to identify differentially expressed proteins (DEPs) between tumor and normal tissues. Of the DEPs detected, the most significantly downregulated protein in OSCC tissue was prolactin-inducible protein (PIP). Clonogenic and 3-(4,5-dimethyl-2-thiazolyl)-2,5-diphenyl-2H-tetrazolium bromide (MTT) experiments showed that the proliferation capacity of OSCC cells overexpressing PIP decreased due to cell cycle arrest at the G0/G1 checkpoint. Wound-healing and transwell assay further showed that PIP overexpression also reduced the migration and invasion of OSCC cells. Immunohistochemistry (IHC) was used to analyze the expression in OSCC, indicating that PIP may be secreted by glandular cells and have an inhibitory effect on OSCC cells to produce. In western blot analysis, silencing studies confirmed that PIP mediates these effects through the AKT/mitogen-activated protein kinase (MAPK) signaling axis in OSCC cells. Taken together, this study reveals PIP as a key mediator of OSCC cell growth, migration, and invasion through its effect on AKT/MAPK signaling.     

Microarray analyses of lncRNAs and mRNAs expression profiling associated with diabetic peripheral neuropathy in rats

Diabetic peripheral neuropathy (DPN) is considered to be the most frequent neuropathic complication of diabetes, and severely affects the quality of life of patients. Long noncoding RNAs (lncRNAs) participate in various pathophysiological processes and associate with many diseases. However, the exact impact of lncRNAs on DPN remains obscure. To discover a potential connection, a microarray study was conducted to analyze the expression profiling of lncRNAs and messenger RNAs (mRNAs) in dorsal root ganglia (DRG) from streptozotocin-induced diabetic rats with DPN. As a result, 983 lncRNAs and 1357 mRNAs were aberrantly expressed compared with control samples. Using bioinformatics analyses, we identified 558 Gene Ontology terms and 94 Kyoto Encyclopedia of Genes and Genomes pathways to be significantly enriched. Additionally, the signal-net analysis indicated that integrin receptors, including Itgb3, Itgb1, Itgb8, and Itga6, might be important players in network regulation. Furthermore, the lncRNA-mRNA network analysis showed dynamic interactions between the dysregulated lncRNAs and mRNAs. This is the first study to present an overview of lncRNA and mRNA expressions in DRG tissues from DPN rats. Our results indicate that these differentially expressed lncRNAs may have crucial roles in pathological processes of DPN by regulating their coexpressed mRNAs. The data may provide novel targets for future studies, which should focus on validating their roles in the progression of DPN.     

Profiling signatures of ovarian cancer tumour suppression using 2D-DIGE and 2D-LC-MS/MS with tandem mass tagging

Epithelial ovarian cancer (EOC) is the most common form of gynaecological malignancy in the developed world and has a poor prognosis due to its late detection. Identifying molecular markers of the disease may provide novel approaches to screening and could enable targeted treatment and the design of novel therapies. Although blood is recognized as a highly important source of disease-related biomarkers, the complexity and dynamic range of protein abundance in body fluids has hampered proteomic biomarker discovery and alternative approaches using cell models may be more successful. Herein, we have utilized two cellular models of EOC, where transfer of normal chromosome 18 material into the EOC cell lines TOV-112D and TOV-21G induced in vitro and in vivo suppression of their tumourigenic phenotype. A combination of quantitative two-dimensional difference gel electrophoresis (2D-DIGE) and two-dimensional-liquid chromatography tandem mass spectrometry (2D-LC-MS/MS) with tandem mass tagging (TMT) was employed to examine the whole cell, secreted and crude membrane proteomes of the parental and hybrid cell models to identify differentially expressed proteins as potential markers of tumour suppression. Protein changes of interest were confirmed by immunoblotting in additional hybrid and revertant cell lines where incorporated chromosome 18 material was lost. One candidate marker was also tested in sera from a set of ovarian cancer cases and controls. We have identified a list of promising candidate biomarkers for further testing and functional characterization.     

Comparative proteome analysis using amine-reactive isobaric tagging reagents coupled with 2D LC/MS/MS in 3T3-L1 adipocytes following hypoxia or normoxia

Hypoxia during the expansion of adipocytes is known to contribute both to the secretion of multiple inflammation-related adipokines as well as to obesity. We therefore investigated the nature of protein changes occurring in adipocytes during hypoxia by observation of the intracellular proteins that are expressed in 3T3-L1 adipocytes. Lysates were utilized for quantitative proteome analysis using isobaric tags for relative and absolute quantitation (iTRAQ) combined with peptide separation by multi-dimensional liquid chromatography. Antioxidants and elongation factors, as well as glycolytic enzymes were increased in hypoxic adipocytes. These changes were supported by similar changes suggested by real-time PCR. The proteins showing changes are all potential targets for revering the mechanism behind the phenomenon of induction of obese adipocytes by hypoxia. This study can therefore aid in defining the proteomic changes that occur in adipocytes in response to oxygen stress, and can further characterize adipocyte metabolism and adaptation to low oxygen conditions.     

染料木素对MRSA外排蛋白表达的影响

[目的] 研究染料木素对耐甲氧西林金黄色葡萄球菌（MRSA）外排蛋白的影响。[方法] 通过联合药敏实验检测染料木素影响MRSA对环丙沙星的敏感性;利用等重同位素多标签相对定量蛋白质组学（iTRAQ）技术,检测染料木素作用MRSA41577后菌体蛋白表达量的变化;通过生物信息学方法对差异显著的蛋白进行系统分析;通过qPCR和尼罗红外排实验,探讨耐药相关的蛋白介导细菌耐药的作用机制。[结果] 联合药敏实验结果显示,染料木素能增强MRSA对环丙沙星的敏感性;通过iTRAQ技术检测到差异显著蛋白共有129个,包括60个表达上调的蛋白和69个表达下调的蛋白;生物信息学分析结果显示,与细菌耐药相关的蛋白约有14个,其中,通过主动外排系统介导细菌耐药的蛋白主要有PstB、PstS等;qPCR结果显示,与对照组相比,PstB、PstS的基因表达量分别下降了51.6%和78.6%;尼罗红外排实验结果显示,染料木素与尼罗红之间存在竞争关系,为MRSA41577的竞争性抑制剂。[结论] 染料木素可通过降低MRSA41577外排基因pstB和pstS的mRNA表达量,进而影响PstB、PstS外排蛋白的表达来逆转细菌耐药;此外,染料木素还是MRSA41577的竞争性外排抑制剂,可通过与底物竞争外排的方式,使抗菌药物留在菌体内发挥抗菌作用。     

Proteome and phosphoproteome profiling of non-small cell lung cancer cell line A549 treated with TRAIL

Tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) is recognized for its promising therapeutic effects against cancer. However, mechanisms underlying the effect of TRAIL on protein expression, signal transduction, and apoptosis induction remain unclear. We surmised that a systematic analysis of the proteome and phosphoproteome associated with TRAIL signaling may help elucidate the mechanisms involved and facilitate the development of therapeutics. Therefore, we investigated the proteome and phosphoproteome of non-small cell lung cancer cell line A549 treated with TRAIL. Our results indicated that 126 proteins and 1684 phosphosites were markedly differentially expressed between the phosphate-buffered saline- and TRAIL-treated groups. The expression at protein and phosphosite levels were not completely consistent. Gene ontology functional analysis revealed that metal ion (zinc) binding was highly affected by TRAIL treatment. Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis showed that almost all pathways that involved differentially expressed phosphosites were associated with apoptosis. We also identified an important kinase, AKT1, and its series of substrates in TRAIL signaling. The results of this study may provide guidance for future research on tumor therapy using TRAIL.     

Differential inhibition of coliphage MS2 protein synthesis by ribosome-directed antibiotics

Of thirteen ribosome-directed antibiotics surveyed for their inhibitory effect on viral protein synthesis in Escherichia coli infected with coliphage MS2, three antibiotics, kasugamycin, tetracycline and chloramphenicol, were found to exert differential inhibition, with synthesis of maturation protein being more sensitive than coat protein synthesis. Differential effects of kasugamycin and tetracycline were also observed in vitro. Such differential inhibition might reflect the presence of cistron-speciflc ribosomes or the induction of functional ribosomal heterogeneity by these antibiotic ligands.     

A Group of Novel Serum Diagnostic Biomarkers for Multidrug-Resistant Tuberculosis by iTRAQ-2D LC-MS/MS and Solexa Sequencing

The epidemic of pulmonary tuberculosis (TB), especially multidrug-resistance tuberculosis (MDR-TB) presented a major challenge for TB treatment today. We performed iTRAQ labeling coupled with two-dimensional liquid chromatography-tandem mass spectrometry (2D LC-MS/MS) and Solexa sequencing among MDR-TB patients, drug-sensitive tuberculosis (DS-TB) patients, and healthy controls. A total of 50 differentially expressed proteins and 43 differentially expressed miRNAs (fold change >1.50 or <0.60, P<0.05) were identified in the MDR-TB patients compared to both DS-TB patients and healthy controls. We found that 22.00% of differentially expressed proteins and 32.56% of differentially expressed miRNAs were related, and could construct a network mainly in complement and coagulation cascades. Significant differences in CD44 antigen (CD44), coagulation factor XI (F11), kininogen-1 (KNG1), miR-4433b-5p, miR-424-5p, and miR-199b-5p were found among MDR-TB patients, DS-TB patients and healthy controls (P<0.05) by enzyme-linked immunosorbent assay (ELISA) and SYBR green qRT-PCR validation. A strong negative correlation, consistent with the target gene prediction, was found between miR-199b-5p and KNG1 (r=-0.232, P=0.017). Moreover, we established the MDR-TB diagnostic model based on five biomarkers (CD44, KNG1, miR-4433b-5p, miR-424-5p, and miR-199b-5p). Our study proposes potential biomarkers for MDR-TB diagnosis, and also provides a new experimental basis to understand the pathogenesis of MDR-TB.     

Multiplexed LC‐MS/MS analysis of horse plasma proteins to study doping in sport

The development of protein biomarkers for the indirect detection of doping in horse is a potential solution to doping threats such as gene and protein doping. A method for biomarker candidate discovery in horse plasma is presented using targeted analysis of proteotypic peptides from horse proteins. These peptides were first identified in a novel list of the abundant proteins in horse plasma. To monitor these peptides, an LC‐MS/MS method using multiple reaction monitoring was developed to study the quantity of 49 proteins in horse plasma in a single run. The method was optimised and validated, and then applied to a population of race‐horses to study protein variance within a population. The method was finally applied to longitudinal time courses of horse plasma collected after administration of an anabolic steroid to demonstrate utility for hypothesis‐driven discovery of doping biomarker candidates.     

Identification of membrane proteins from mammalian cell/tissue using methanol-facilitated solubilization and tryptic digestion coupled with 2D-LC-MS/MS

The core prerequisites for an efficient proteome-scale analysis of mammalian membrane proteins are effective isolation, solubilization, digestion and multidimensional liquid chromatography-tandem mass spectrometry (LC-MS/MS). This protocol is for analysis of the mammalian membrane proteome that relies on solubilization and tryptic digestion of membrane proteins in a buffer containing 60% (vol/vol) methanol. Tryptic digestion is followed by strong cation exchange (SCX) chromatography and reversed phase (RP) chromatography coupled online with MS/MS for protein identification. The use of a methanol-based buffer eliminates the need for reagents that interfere with chromatographic resolution and ionization of the peptides (e.g., detergents, chaotropes, inorganic salts). Sample losses are minimized because solubilization and digestion are carried out in a single tube avoiding any sample transfer or buffer exchange between these steps. This protocol is compatible with stable isotope labeling at the protein and peptide level, enabling identification and quantitation of integral membrane proteins. The entire procedure--beginning with isolated membrane fraction and finishing with MS data acquisition--takes 4-5 d.     

Chemotaxonomy and flavonoid profiling of Torilis species by HPLC/ESI/MS2

The flavonoid profiles of Turkish Torilis Gaertn. (Apiaceae) species were studied by TLC, HPLC-UV and HPLC/ESI/MS² (negative mode). O-glycosides of luteolin, apigenin and chrysoeriol were identified from crude extracts with the help of mass spectra in different MS/MS modes, such as full scan, precursor ion scan and product ion scan. Luteolin-7-O-glucoside and luteolin-7-O-rutinoside were common to all species. Flavonoid profiles usually differ from one species to another and can be put to use for a genus such as Torilis which has been little studied. By the help of different flavonoid profiles, it is concluded that, the plants, which are recognised as less rayed subspecies of Torilis arvensis (Huds.) Link. in various floras including Turkish one, must be classified in species category as Torilis chrysocarpa and Torilis purpurea. Flavonoid profiles seem to be in relation with evolutionary biogeography of the species. Because the most isolated species of the genus, endemic Torilis triradiata, has the most different flavonoid pattern. Moreover, geographically isolated species, T. triradiata and Torilis leptocarpa, do not share any flavonoid except for the two which are common to all species.     

冬虫夏草不同发育时期蛋白质组iTRAQ质谱分析

本文选定冬虫夏草寄主昆虫幼虫（S1）、僵虫（S2）、子座初期（子座<1cm,S3）、子座早期（1cm<子座<3cm,S4）、成熟冬虫夏草（子座>7cm,S5）、商品冬虫夏草菌核（S6）、商品冬虫夏草子座（S7）及商品冬虫夏草（中期子座≈5cm,S8）8个样品,用定量蛋白质组学方法iTRAQ分析技术对冬虫夏草不同生长发育阶段的差异蛋白质组进行比较。共计获得9 924个不同肽段,鉴定到1 809个蛋白质,其中差异比值1.5倍以上,P<0.05蛋白个数506个,以商品冬虫夏草样本（S8）为参照,比较差异蛋白数量,寄主幼虫（S1）、僵虫（S2）、子座初期（S3）、子座早期（S4）、成熟冬虫夏草（S5）、商品冬虫夏草菌核（S6）及商品冬虫夏草子座（S7）阶段差异蛋白数分别为104、102、34、35、49、46和136个,说明昆虫幼虫、僵虫及子座与商品冬虫夏草样品差异显著。对鉴定蛋白质数据进行了主成分分析（principal component analysis,PCA）,在第三主成分（component 3）上的显著差异,表明成熟冬虫夏草（S5）的蛋白组成不同于商品虫草,说明成熟虫草品质下降。层次聚类（hierarchy clustering）分析结果表明所有样品分为两支,僵虫（S2）和商品冬虫夏草菌核（S6）与寄主幼虫（S1）聚在了一个分支上,而不同发育阶段样品（S3、S4和S5）与商品虫草子座（S7）聚在一个分支上,说明商品冬虫夏草菌核中还残留有寄主昆虫蛋白。冬虫夏草菌核部位的蛋白到子座部位的蛋白呈现由寄主幼虫蛋白向真菌蛋白发育过渡的聚类关系。子集嵌套关系同步子实体生长发育阶段蛋白组成变化随时间的程序性变化的规律。K-均值（K-means）聚类和Gene Ontology（GO）注释分析,提供了冬虫夏草成熟过程中能量代谢通路的变化趋势以及与真菌侵染昆虫和有性生殖相关蛋白质信息。研究结果为理解寄主昆虫对冬虫夏草功能的潜在贡献、子实体形成和发育的分子机制提供借鉴,并为蛋白质组作为冬虫夏草质量标准提供了科学参考。     

Detection of pancreatic cancer using antibody microarray-based serum protein profiling

The driving force behind oncoproteomics is to identify protein signatures that are associated with a particular malignancy. Here, we have used a recombinant scFv antibody microarray in an attempt to classify sera derived from pancreatic adenocarcinoma patients versus healthy subjects. Based on analysis of nonfractionated, directly labeled, whole human serum proteomes we have identified a protein signature based on 19 nonredundant analytes, that discriminates between cancer patients and healthy subjects. Furthermore, a potential protein signature, consisting of 21 protein analytes, could be defined that was shown to be associated with cancer patients having a life expectancy of <12 months. Taken together, the data suggest that antibody microarray analysis of complex proteomes will be a useful tool to define disease associated protein signatures.     

Differential gene expression profiling in blood from patients with digestive system cancers

To develop a non-invasive and sensitive diagnostic test for cancer using peripheral blood, we evaluated gene expression profiling of blood obtained from patients with cancer of the digestive system and normal subjects. The expression profiles of blood-derived total RNA obtained from 39 cancer patients (11 colon cancer, 14 gastric cancer, and 14 pancreatic cancer) was clearly different from those obtained from 15 normal subjects. By comparing the gene expression profiles of cancer patients and normal subjects, 25 cancer-differentiating genes (p < 5.0 × 10⁻⁶ and fold differences >3) were identified and an “expression index” deduced from the expression values of these genes differentiated the validation cohort (11 colon cancer, 8 gastric cancer, 18 pancreatic cancer, and 15 normal subjects) into cancer patients and normal subjects with 100% (37/37) and 87% (13/15) accuracy, respectively. Although, the expression profiles were not clearly different between the cancer patients, some characteristic genes were identified according to the stage and species of the cancer. Interestingly, many immune-related genes such as antigen presenting, cell cycle accelerating, and apoptosis- and stress-inducing genes were up-regulated in cancer patients, reflecting the active turnover of immune regulatory cells in cancer patients. These results showed the potential relevance of peripheral blood gene expression profiling for the development of new diagnostic examination tools for cancer patients.     

Heterologous protein expression using a novel stress-responsive protein of E. coli RpoA as fusion expression partner

E. coli proteome response to the stressor 2-HEDS was analyzed through two-dimensional gel electrophoresis (2-DE), and we identified DNA-directed RNA polymerase -subunit (RpoA) as stress-responsive protein. Even under stress situation where the total number of soluble proteins decreased by 9.8%, the synthesis level of RpoA was increased 1.5-fold. As a fusion expression partner as well as solubility enhancer, RpoA facilitated the folding and increased significantly the solubility of many aggregation-prone heterologous proteins (human minipro-insulin, human epidermal growth factor, human prepro-ghrelin, human interleukin-2, human activation induced cytidine deaminase, human glutamate decarboxylase, Pseudomonas putida cutinase, human ferritin light chain, human granulocyte colony-stimulating factor, and cold inflammatory syndrome1 protein Nacht domain) in E. coli cytoplasm. Due probably to intrinsic high folding efficiency and/or chaperone-like activity, RpoA was very effective in shielding interactive surfaces of heterologous proteins that are associated with non-specific protein–protein interaction leading to the formation of inclusion bodies. RpoA was also well suited for the production of biologically active fusion mutant of Pseudomonas putida cutinase that is of much biotechnological and commercial interest.     

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。