Study of Burkitt lymphoma cell line proteins by high resolution two-dimensional gel electrophoresis and nanoelectrospray mass spectrometry

We paper describe a mass spectrometric approach generally applicable for the rapid identification and characterization of proteins isolated by two-dimensional gel electrophoresis (2-DE). The highly sensitive nanoflow-electrospray mass spectrometry employing a quadrupole-time of flight mass spectrometer was used for the direct identification of proteins from the peptide mixture generated from only one high resolution 2-DE gel without high performance liquid chromatography (HPLC) separation or Edman sequencing. Due to the high sensitivity and high mass accuracy of the instrument employed, this technique proved to be a powerful tool for the identification of proteins from femtomole amounts of materials. We applied the technique for the investigation of Burkitt lymphoma BL60 cell proteins. This cell line has been used as a model to assign apoptosis-associated proteins by subtractive analysis of normal and apoptotic cells. From the nuclear fraction of these cells, 36 protein spots were examined, from only one micropreparative Coomassie Brilliant Blue R-250 stained gel, after proteolytic digestion by matrix assisted laser desorption ionization (MALDI) and nanospray mass spectrometry (MS). In combination with database searches, of 33 proteins were successfully identified by nanospray-MS/MS-sequencing of up to eight peptides per protein. Three proteins were new proteins not listed in any of the available databases. Some of the identified proteins are known to be involved in apoptosis processes, the others were common proteins in the eukaryotic cell. The given technique and the protein data are the basis for construction of a database to compare normal and apoptosis-induced cells and, further, to enable fast screening of drug impact in apoptosis-associated processes.     

人卵巢癌耐药细胞株的比较蛋白质组分析

本文采用高分辨二维凝胶电泳分离技术对人卵巢癌细胞株COC1及其耐药细胞株COC1/DDP中的蛋白质进行分离和差异表达分析, 应用基质辅助激光解吸电离-飞行时间质谱对酶解多肽进行测定[即测定蛋白质的肽质量指纹图(Peptide mass fingerprinting, PMF)], 并通过相应的数据库搜索来鉴定蛋白质. 为获得更准确的检索结果, 采用串联质谱技术对各肽段进行氨基酸测序, 并应用IPI-HUMAN数据库对上述检索结果进一步加以确认.      

Biomic study of human myeloid leukemia cells differentiation to macrophages using DNA array,proteomic, and bioinformatic analytical methods

A biomic approach by integrating three independent methods, DNA microarray, proteomics and bioinformatics, is used to study the differentiation of human myeloid leukemia cell line HL-60 into macrophages when induced by 12-O-tetradecanoyl-phorbol-13-acetate (TPA). Analysis of gene expression changes at the RNA level using cDNA against an array of 6033 human genes showed that 5950 (98.6%) of the genes were expressed in the HL-60 cells. A total of 624 genes (10.5%) were found to be regulated during HL-60 cell differentiation. Most of these genes have not been previously associated with HL-60 cells and include genes encoded for secreted proteins as well as genes involved in cell adhesion, signaling transduction, and metabolism. Protein analysis using two-dimensional gel electrophoresis showed a total of 682 distinct protein spots; 136 spots (19.9%) exhibited quantitative changes between HL-60 control and macrophages. These differentially expressed proteins were identified by mass spectrometry. We developed a bioinformatics program, the Bulk Gene Search System (BGSS, http://www.sinica.edu.tw:8900/perl/genequery.pl) to search for the functions of genes and proteins identified by cDNA microarrays and proteomics. The identified regulated proteins and genes were classified into seven groups according to subcellular locations and functions. This powerful holistic biomic approach using cDNA microarray, proteomics coupled to bioinformatics can provide in-depth information on the impact and importance of the regulated genes and proteins for HL-60 differentiation.     

大鼠骨髓间充质干细胞分化过程的比较蛋白质组学研究

从蛋白质组学角度分析大鼠骨髓间充质干细胞(MSCs)体外定向分化为心肌细胞过程中蛋白表达情况, 采用二维电泳分离蛋白, 用PDQuest软件分析蛋白表达差异, 并采用质谱(MALDI-TOF-MS)进行鉴定, 得到了54个蛋白点, 对蛋白的生物功能分析表明, 部分蛋白通过不同的信号途径参与了MSCs的分化过程.     

蛋白质组学技术筛选与鉴定癫痫疾病的差异蛋白质

应用蛋白质组学双向凝胶电泳(Two-dimensional gel electrophoresis, 2DE)和质谱技术, 定量分析和鉴定了癫痫组(n=3)和正常组(n=3)脑组织的差异表达蛋白, 以从蛋白质水平上揭示癫痫病的发机制. 结果表明, 凝胶图谱可辨识2500~3000个蛋白点, 对21个显著差异表达蛋白点进行质谱鉴定和SwissProt数据库检索, 得到17个癫痫差异蛋白, 其中2个蛋白在癫痫组织中表达上调, 15个蛋白表达下调. 部分蛋白与癫痫的关系属首次报道. 这些蛋白与癫痫的发生发展相关, 可能成为癫痫的分子标志物和药物治疗的靶向蛋白.     

High-performance liquid chromatography/nano-electrospray ionization tandem mass spectrometry, two-dimensional difference in-gel electrophoresis and gene microarray identification of lymphatic metastasis-associated biomarkers

The potential biomarkers for the lymphatic metastatic process of mouse hepatocarcinoma were investigated by using two-dimensional difference in-gel electrophoresis (2D DIGE), high-performance liquid chromatography/nano-electrospray ionization tandem mass spectrometry (HPLC/nESI-MS/MS) and GeneChip. 2D DIGE was performed to screen and quantify the differentially expressed proteins between two well-established mouse hepatocarcinoma cell lines, Hca-F with 75% and Hca-P with 25% metastasis rate of lymph node potentials. The protein spots in the gel were visualized by the highly sensitive Deep Purple (GE Healthcare) fluorescent stain. Protein identification was obtained for gel spots by HPLC/nESI-MS/MS analysis with high quality. GeneChip microarray was performed to identify genes differentially expressed at the mRNA level. Seventeen genes including the chloride intracellular channel l, caspase 3, fructose bisphosphatase 2, glutamate dehydrogenase 1, V-crk sarcoma virus CT10 oncogene homolog, N-myc downstream regulated gene1, villin2, gelsolin, enoyl coenzyme A hydratase 1, transketolase, vimentin, annexins A5 and A7, keratin complex2 basic gene7 and gene8, lactamase (bata 2) and Ero1-like protein were found abnormally regulated and expressed concordantly both at the protein and mRNA levels between the two cell lines. More than half of these genes were for the first time revealed to be involved directly in hepatocarcinoma due to the lymphatic metastasis. The interdisciplinary combination of HPLC/nESI-MS/MS with 2D DIGE and GeneChip techniques opens up the possibility for the biomarker discovery of disease with high confidence.     

Reversed-phase high-performance liquid chromatography prefractionation prior to two-dimensional difference gel electrophoresis and mass spectrometry identifies new differentially expressed proteins between striate cortex of kitten and adult cat

Two-dimensional difference gel electrophoresis (2-D DIGE), in combination with mass spectrometry, is a highly effective method for the rapid and reproducible detection of differentially expressed proteins. This approach, however, has the unfortunate drawback that it preferentially displays rather abundantly expressed proteins. Nevertheless, comparison of the protein expression levels of the striate cortex of adult cats and 30-day-old kittens, resulted in the identification of several proteins related to postnatal brain development and possibly age-dependent plasticity as well (Van den Bergh et al., J. Neurochem. 2003, in press). The goal of the present study was the selective enrichment and identification of less abundant proteins within the same paradigm. Hereto, we performed a reversed-phase chromatography prefractionation of our tissue lysate to separate the proteins in four fractions based on their hydrophobicity prior to 2-D DIGE analysis. This approach not only confirmed the differential expression levels of a number of proteins from the previous study, but also identified three additional proteins preferentially expressed in kitten visual cortex and five additional proteins with higher expression levels in adult cat visual cortex. These spots were not visible on the total tissue lysate protein maps, indicating that the high-performance liquid chromatography (HPLC) prefractionation enabled us to visualize additional, less abundant proteins.     

中国小型猪心肌梗死模型的比较蛋白质组学研究

利用二维电泳(2DE)分离中国小型猪心肌梗死模型的正常与梗死心肌组织的蛋白提取液, 采用 PDQuest 软件对比分析了两种心肌组织在pH=5─8范围内的2DE谱图. 正常心肌组织检出851个蛋白点, 梗死组织检出1 032个蛋白点. 发现13个蛋白质点只在小型猪的正常心肌组织中表达, 而有14个蛋白质点只在梗死心肌组织中表达. 另外, 还有49个蛋白点在两种组织中表达量上有显著性变化(P<0.05), 选择进行质谱分析其中11个蛋白点, 成功地鉴定出7种蛋白, 蛋白功能分析结果表明, 这些蛋白的差异表达与心肌梗死过程相关.     

恐惧记忆相关蛋白的蛋白质组学研究

应用双向凝胶电泳结合质谱鉴定和数据库检索, 分析比较了CD1和C57BL/6J小鼠经条件性恐惧实验后海马蛋白表达的差异, 探讨了与恐惧记忆相关的蛋白质. CD1和C57BL/6J小鼠经条件性恐惧实验后, 海马蛋白表达存在明显差异, 29种蛋白(31个蛋白点)与恐惧记忆的形成显著相关. 其中24个蛋白点表达显著上调, 7个蛋白点显著下调. 与恐惧记忆相关的蛋白按功能可分为如下6类: (1) 能量代谢或线粒体功能相关蛋白; (2) 神经发育相关蛋白; (3) 信号转导相关蛋白; (4) 细胞骨架相关蛋白; (5) 氨基酸代谢和蛋白分解相关蛋白; (6) 伴侣蛋白. 这些恐惧记忆形成的相关蛋白深化了对恐惧记忆脑机制的认识, 为研究和治疗认知相关疾病提供了新靶标.     

Mass Spectrometric Characterization of Protein Structure Details Refines the Proteome Signature for Invasive Ductal Breast Carcinoma

Early diagnosis as well as individualized therapies are necessary to reduce the mortality of breast cancer, and personalized patient care strategies rely on novel prognostic or predictive factors. In this study, with six breast cancer patients, 2D gel analysis was applied for studying protein expression differences in order to distinguish invasive ductal breast carcinoma, the most frequent breast tumor subtype, from control samples. In total, 1203 protein spots were assembled in a 2D reference gel. Differentially abundant spots were subjected to peptide mass fingerprinting for protein identification. Twenty proteins with their corresponding 38 differentially expressed 2D gel spots were contained in our previously reported proteome signature, suggesting that distinct protein forms were contributing. In-depth MS/MS measurements enabled analyses of protein structure details of selected proteins. In protein spots that significantly contributed to our signature, we found that glyceraldehyde-3-phosphate dehydrogenase was N-terminally truncated, pyruvate kinase M2 and nucleoside diphosphate kinase A but not other isoforms of these proteins were of importance, and nucleophosmin phosphorylation at serine residues 106 and 125 were clearly identified. Principle component analysis and hierarchical clustering with normalized quantitative data from the 38 spots resulted in accurate separation of tumor from control samples. Thus, separation of tissue samples as in our initial proteome signature could be confirmed even with a different proteome analysis platform. In addition, detailed protein structure investigations enabled refining our proteome signature for invasive ductal breast carcinoma, opening the way to structure-/function studies with respect to disease processes and/or therapeutic intervention.     

Analysis of the quorum-sensing regulon of the opportunistic pathogen Burkholderia cepacia H111 by proteomics

Burkholderia cepacia H111, an important pathogen for persons suffering from cystic fibrosis, employs a quorum-sensing (QS) system, cep, to control expression of virulence factors as well as the formation of biofilms. The QS system is thought to ensure that pathogenic traits are only expressed when the bacterial population density is high enough to overwhelm the host before it is able to mount an efficient response. In this study, we compared the protein pattern of the intracellular, extracellular, and surface protein fractions of an AHL-deficient cepI mutant with the one of the parent strain H111 by means of two-dimensional gel electrophoresis (2-DE). Our analysis showed that 55 proteins out of 985 detected spots were differentially expressed; these are expected to represent QS-controlled gene products. Addition of the respective signal molecules to the growth medium of the cep mutant fully restored the wild-type protein expression profile. In total about 5% of the B. cepacia proteome was downregulated and 1% upregulated in the cepI mutant, indicating that quorum sensing represents a global regulatory system. Nineteen proteins were identified with high confidence by N-terminal sequence analysis.     

Proteome analysis of a human heptocellular carcinoma cell line, HCC-M: an update.

Recently, we reported the proteome analysis of a human hepatocellular carcinoma cell line, HCC-M (Electrophoresis 2000, 21, 1787-1813), using two-dimensional gel electrophoresis (2-DE) and matrix assisted laser desorption/ionization-time of flight-mass spectrometry (MALDI-TOF-MS). From a total of 408 unique spots excised from the 2-DE gel, 301 spots yielded good MALDI spectra. Out of these, 272 spots had matches returned from the database search leading to the identification of these proteins. Here, we report the results on the identification of the remaining 29 spots using nanoelectrospray ionization-tandem mass spectrometry (nESI-MS/MS). First, "peptide tag sequencing" was performed to obtain partial amino acid sequences of the peptides to search the SWISS-PROTand NCBI nonredundant protein databases. Spots that were still not able to find any matches from the databases were subjected to de novo peptide sequencing. The tryptic peptide sequences were used to search for homologues in the protein and nucleotide databases with the NCBI Basic Local Alignment Search Tool (BLAST), which was essential for the characterization of novel or post-translationally modified proteins. Using this approach, all the 29 spots were unambiguously identified. Among them, phosphotyrosyl phosphatase activator (PTPA), RNA-binding protein regulatory subunit, replication protein A 32 kDa subunit (RP-A) and N-acetylneuraminic acid phosphate synthase were reported to be cancer-related proteins.     

Proteomic analysis of laser capture microdissected human prostate cancer and in vitro prostate cell lines

Specific populations of normal and malignant epithelium from three radical prostatectomy tissue specimens were procured by laser capture microdissection (LCM) and analyzed by two-dimensional polyacrylamide gel electrophoresis (2-D PAGE). Six proteins that were only seen in malignant cells and two proteins that were only seen in benign epithelium were reproducibly observed in two of two cases examined. Furthermore, these proteins were not observed in the 2-D PAGE profiles from the patient-matched microdissected stromal cell populations, but were seen in the protein profiles from the undissected whole cryostat sections. One of these proteins was determined to be prostate-specific antigen (PSA) by Western blot analysis, and intriguingly the remaining protein candidates were found to be at least as abundant as the PSA protein. Comparison of 2-D PAGE profiles of microdissected cell with matched in vitro cell lines from the same patient, and metastatic prostate cancer cell lines (LnCaP and PC3) showed striking differences between prostate cells in vivo and in vitro with less than 20% shared proteins. The data demonstrate that 2-D PAGE analysis of LCM-derived cells can reliably detect alterations in protein expression associated with prostate cancer, and that these differentially expressed proteins are produced in high enough levels which could allow for their clinical utility as new targets for therapeutic intervention, serum markers, and/or imaging markers.     

Evaluation of differential protein expression in Haliclona aquarius and sponge-associated microorganisms under cadmium stress

A comparative proteomic approach was used to assess differentially expressed proteins in marine sponges after 36 h of exposure to cadmium (Cd). After separation performed by 2-D polyacrylamide gel electrophoresis, 46 protein spots indicated differential expression, and 17 of these proteins were identified by electrospray ionization quadrupole time-of-flight mass spectrometry. From the proteins identified, 76 % were attributed to sponge-associated microorganisms (fungi and bacteria), and 24 % were attributed to Haliclona aquarius. Some of the proteins that were identified may be related to cell proliferation and differentiation or processes of oxidative stress repair and energy procurement. An integrated evaluation based on spot expression levels and the postulated functions of these proteins allowed a more accurate evaluation of the stress caused to the sponge holobiont system by cadmium exposure. This study could provide new insights into the use of a proteomic approach in the marine sponge to assess the effects of Cd pollution in a marine environment.     

Development of an integrated approach for evaluation of 2-D gel image analysis: impact of multiple proteins in single spots on comparative proteomics in conventional 2-D gel/MALDI workflow

With 2-D gel mapping, it is often observed that essentially identical proteins migrate to different positions in the gel, while some seemingly well-resolved protein spots consist of multiple proteins. These observations can undermine the validity of gel-based comparative proteomic studies. Through a comparison of protein identifications using direct MALDI-TOF/TOF and LC-ESI-MS/MS analyses of 2-D gel separated proteins from cauliflower florets, we have developed an integrated approach to improve the accuracy and reliability of comparative 2-D electrophoresis. From 46 spots of interest, we identified 51 proteins by MALDI-TOF/TOF analysis and 108 proteins by LC-ESI-MS/MS. The results indicate that 75% of the analyzed spots contained multiple proteins. A comparison of hit rank for protein identifications showed that 37 out of 43 spots identified by MALDI matched the top-ranked hit from the ESI-MS/MS. By using the exponentially modified protein abundance index (emPAI) to determine the abundance of the individual component proteins for the spots containing multiple proteins, we found that the top-hit proteins from 40 out of 43 spots identified by MALDI matched the most abundant proteins determined by LC-MS/MS. Furthermore, our 2-D-GeLC-MS/MS results show that the top-hit proteins in 44 identified spots contributed on average 81% of the spots' staining intensity. This is the first quantitative measurement of the average rate of false assignment for direct MALDI analysis of 2-D gel spots using a new integrated workflow (2-D gel imaging, "2-D GeLC-MS/MS", and emPAI analysis). Here, the new approach is proposed as an alternative to traditional gel-based quantitative proteomics studies.     

Proteomic Analysis of Differentially Expressed Proteins of Arabidopsis thaliana Response to Specialist Herbivore Plutella xylostella

The changes of the proteome in Arabidopsis thaliana leaves were examined by specialist Plutella xylostella.Analysis of about 1100 protein spots on each 2DE gel revealed 38 differentially expressed protein spots in abun-dance of which 34 proteins were identified by MALDI-TOF/TOF MS.Among the insect feeding responsive proteins,a few proteins involved in carbon metabolism were identified including proteins associated with the Calvin cycle in the chloroplast and TCA cycle in the mitochondria,indicating carbon metabolism related proteins may play crucial roles in induced defense response in plants under insect infestation.The analysis elucidates the subcellular location of proteins demonstrates that about 50% of proteins are in the chloroplast,which shows the chloroplast has a key role in the insect feeding response for plant.Gene expression analysis of 10 different proteins by quantitative real-time PCR shows that four proteins of the mRNA level were correlated well with the protein level.This study further dissected the nature of insect infestation as a stress signal and some novel insect feeding responsive proteins identified may play an important role in induced defence machanism for plant.     

Two-dimensional molecular profiling of mantle cell lymphoma

The present research establishes standard two-dimensional (2-D) maps for control, reactive lymph node and non-Hodgkin's lymphoma (mantle cell lymphoma, MCL). Medium sensitivity, mass spectrometry compatible colloidal Coomassie has revealed a total of ca. 750 spots in each of the maps. Comparison of 2-D maps by statistical packages, such as the PDQuest, established up- and downregulation of a total of ca. 145 spots, with positive variations of up to 10-folds and negative variations of up to 13-folds in both MCL biopsies' protein extracts. Qualitative and quantitative variations in the two lymphoma samples are consistent. More than 20 proteins have been so far identified by matrix assisted laser desorption/ionisation-time of flight (MALDI-TOF)-mass spectrometry, with an additional five spots, which gave very good spectra but could not be matched to any of the presently available databases. Some of the spots, such as the 78 kDa glucose-regulated protein precursor and the glutathione S-transferase P, appear to be in common with other tumors, such as lung adenocarcinoma. Others may simply reflect overall changes in cellular metabolism and growth rate that occur during malignancy and thus might turn out to be in common with any cell population receiving any kind of stress. Some (notably T-cell leukemia/lymphoma protein 1A, TCL1, found to be 10-fold overexpressed) appear to be specific of the non-Hodgkin's lymphoma here studied. Western blot and immunohistochemical analyses were applied to obtain further information about stathmin (Op18) and TCL1, respectively.     

2D-DIGE-HPLC-nESIMS/MS对2,4-二硝基苯磺酸损伤HaCaT细胞差异蛋白质的鉴定

采用Cy2、Cy3和Cy5荧光染料标记蛋白,建立了人角质形成细胞HaCaT受2,4-二硝基苯磺酸(DNBS)刺激前后的双向胶内差异凝胶电泳(2D-DIGE)图谱,每组平行样本数为3。凝胶采用蛋白荧光染料Deep Purple进行后染色(Post-stain)。DeCyder定量分析软件在每块凝胶上平均检测到1 200个以上蛋白斑点,每块胶上都匹配得到的相同蛋白质斑点有846个。其中有7个斑点丰度变化在50%以上,统计学意义显著(P值小于0.05)。利用高效液相色谱-电喷雾串联质谱(HPLC-nESI MS/MS)成功鉴定5个表达上调的斑点分别为X染色体开放阅读框26(Cxorf26)、人辅分子伴侣23(PTGES3)、钙调蛋白(CALM3)、肌球蛋白轻链6(MYL6)和断裂点丛集区蛋白1(BANF1);2个表达下调蛋白斑点被鉴定为转录延伸因子B肽链2(TCEB2)和核糖体蛋白L23(RPL23)。除MYL6被报道与皮肤疾病相关外,其它蛋白与皮肤病变的关系有待研究。该研究得到的7个差异表达蛋白为DNBS类化学致癌物职业接触者皮肤病变研究提供了有价值的线索。     

Multivariate statistical tools applied to the characterization of the proteomic profiles of two human lymphoma cell lines by two-dimensional gel electrophoresis

Mantle cell lymphoma (MCL) cell lines have been difficult to generate, since only few have been described so far and even fewer have been thoroughly characterized. Among them, there is only one cell line, called GRANTA-519, which is well established and universally adopted for most lymphoma studies. We succeeded in establishing a new MCL cell line, called MAVER-1, from a leukemic MCL, and performed a thorough phenotypical, cytogenetical and molecular characterization of the cell line. In the present report, the phenotypic expression of GRANTA-519 and MAVER-1 cell lines has been compared and evaluated by a proteomic approach, exploiting 2-D map analysis. By univariate statistical analysis (Student's t-test, as commonly used in most commercial software packages), most of the protein spots were found to be identical between the two cell lines. Thirty spots were found to be unique for the GRANTA-519, whereas another 11 polypeptides appeared to be expressed only by the MAVER-1 cell line. A number of these spots could be identified by MS. These data were confirmed and expanded by multivariate statistical tools (principal component analysis and soft-independent model of class analogy) that allowed identification of a larger number of differently expressed spots. Multivariate statistical tools have the advantage of reducing the risk of false positives and of identifying spots that are significantly altered in terms of correlated expression rather than absolute expression values. It is thus suggested that, in future work in differential proteomic profiling, both univariate and multivariate statistical tools should be adopted.