Comparative proteomic and transcriptomic profiling of the human hepatocellular carcinoma

Proteome analysis of human hepatocellular carcinoma (HCC) was done using two-dimensional difference gel electrophoresis. To gain an understanding of the molecular events accompanying HCC development, we compared the protein expression profiles of HCC and non-HCC tissue from 14 patients to the mRNA expression profiles of the same samples made from a cDNA microarray. A total of 125 proteins were identified, and the expression profiles of 93 proteins (149 spots) were compared to the mRNA expression profiles. The overall protein expression ratios correlated well with the mRNA ratios between HCC and non-HCC (Pearson’s correlation coefficient: r = 0.73). Particularly, the HCC/non-HCC expression ratios of proteins involved in metabolic processes showed significant correlation to those of mRNA (r = 0.9). A considerable number of proteins were expressed as multiple spots. Among them, several proteins showed spot-to-spot differences in expression level and their expression ratios between HCC and non-HCC poorly correlated to mRNA ratios. Such multi-spotted proteins might arise as a consequence of post-translational modifications.     

Multivariate analysis of protein profiles of metal hyperaccumulator Thlaspi caerulescens accessions

Thlaspi caerulescens is increasingly acknowledged as one of the best models for studying metal hyperaccumulation in plants. In order to study the mechanisms underlying metal hyperaccumulation, we used proteomic profiling to identify differences in protein intensities among three T. caerulescens accessions with pronounced differences in tolerance, uptake and root to shoot translocation of Zn and Cd. Proteins were separated using two-dimensional electrophoresis and stained with SYPRO Orange. Intensity values and quality scores were obtained for each spot by using PDQuest software. Principal component analysis was used to test the separation of the protein profiles of the three plant accessions at various metal exposures, and to detect groups of proteins responsible for the differences. Spot sets representing individual proteins were analysed with the analysis of variance and non-parametric Kruskal-Wallis test. Clearest differences were seen among the Thlaspi accessions, while the effects of metal exposures were less pronounced. The 48 tentatively identified spots represent core metabolic functions (e.g. photosynthesis, nitrogen assimilation, carbohydrate metabolism) as well as putative signalling and regulatory functions. The possible roles of some of the proteins in heavy metal accumulation and tolerance are discussed.     

Situs inversus in the developing mouse: proteins affected by the iv mutation (genocopy) and the teratogen retinoic acid (phenocopy)

To decipher genes that are important in the determination of laterality, we compared two-dimensional protein gels from wild-type C57BL/6J mice and C57BL/6J mice that carried the iv mutation, which confers random determination of visceral situs. To span the time period(s) during which laterality determination occurs, we compared computer-analyzed two-dimensional protein gels from wild-type mouse embryos and iv/iv mouse embryos at 7.5, 8.0, and 8.5 days post-coitum. One polypeptide that was expressed only on day 8.0 of development and only in wild-type embryos represents a particular candidate for determination of laterality. Day 8.5 postcoitum represents the earliest time in murine development that laterality is manifest. Two-dimensional gels were compared from 8.5 day embryos that were C57BL/6J wild-type, C57BL/6J iv/iv, or C57BL/6J wild-type and exposed to the teratogen retinoic acid late on day 7. Reproducible alterations of protein synthesis were observed in both the iv genocopy and retinoic acid phenocopy, yielding abnormal laterality determination. The intersection of these peptide changes identifies a protein likely to play a role in the determination of laterality.     

Optimal isolation of mitochondria for proteomic analyses

Considering the key role of mitochondria in cellular (dys)functions, we compared a standard isolation protocol, followed by lysis in urea/detergent buffer, with a commercially available isolation buffer that rapidly yields a mitochondrial protein fraction. The standard protocol yielded significantly better overall resolution and coverage of both the soluble and membrane mitochondrial proteomes; although the kit was faster, it resulted in recovery of only approximately 56% of the detectable proteome. The quality of “omic” analysis depends on sample handling; for large-scale protein studies, well-resolved proteomes are highly dependent on the purity of starting material and the rigor of the extraction protocol.     

A Novel Gaussian Extrapolation Approach for 2D Gel Electrophoresis Saturated Protein Spots

Analysis of images obtained from two-dimensional gel electrophoresis (2D-GE) is a topic of utmost importance in bioinformatics research, since commercial and academic software available currently has proven to be neither completely effective nor fully automatic, often requiring manual revision and refinement of computer generated matches. In this work, we present an effective technique for the detection and the reconstruction of over-saturated protein spots. Firstly, the algorithm reveals overexposed areas, where spots may be truncated, and plateau regions caused by smeared and overlapping spots. Next, it reconstructs the correct distribution of pixel values in these overexposed areas and plateau regions, using a two-dimensional least-squares fitting based on a generalized Gaussian distribution. Pixel correction in saturated and smeared spots allows more accurate quantification, providing more reliable image analysis results. The method is validated for processing highly exposed 2D-GE images, comparing reconstructed spots with the corresponding non-saturated image, demonstrating that the algorithm enables correct spot quantification.     

Analysis of proteins expressed at the time of murine organogenesis

Two-dimensional electrophoretograms were prepared from wild-type C57BL/6J embryos from day 7.5 through day 9.0 of development. This time period encompasses a critical window of development as the embryo traverses from an egg cylinder through major organogenesis. Consequently, we term this resource MOPED (for mouse organogenesis protein electrophoresis database). By resolving and analyzing the behavior of approximately 1,000 polypeptides per time point, we were able to track many of these polypeptides through this time period in development. Of special note was a burst of induced protein synthesis that was observed in mouse embryos development. Polypeptides observed in mouse embryos that match those identified previously in mouse fibroblasts were noted. Two of them (the intermediate filament-associated protein and tropomyosin-4) were significantly altered in 8.5 day embryos. As more polypeptides are designated, it will be possible to expand the known proteins in the database. MOPED establishes the patterns of synthesis of a large number of polypeptides during a crucial period of development. Thus MOPED is designed to analyze proteins relevant to mouse embryogenesis in the future.     

G-electrode-loading method for isoelectric focusing, enabling separation of low-abundance and high-molecular-mass proteins

The G-electrode-loading method (GELM) is a technique enabling a large number of proteins from rat liver to enter an immobilized pH gradient (IPG) gel strip for isoelectric focusing (IEF). In this method, three slips containing the sample solution are placed on the cathodic edge of an IPG gel strip and a slip containing Chaps solution, a filtration membrane, and an electrode slip are placed on top. Finally, a G-electrode is placed on these slips. The Chaps solution (an amphoteric compound) is supplied gently to the sample solution during IEF and helps the proteins in the sample solution to enter the IPG gel strips with a high solubilization capacity. This method was compared with traditional slip-loading and in-gel rehydration, and it showed the best results for protein separation, including high-molecular-mass proteins.     

金鱼雌核发育单倍体发育过程中的比较蛋白质组学研究

前期已有工作发现在金鱼雌核发育单倍体中一些与发育调控相关的重要蛋白质表达受阻导致单倍体的发育畸形。为了进一步阐明单倍体的发育机制,我们共收集了3个不同发育时期金鱼单倍体胚胎（HE-1、HE-2、HE-3）进行雌核发育单倍体的差异蛋白质组研究。研究采用二维凝胶电泳进行分离,利用PDQuest软件进行图谱分析,质谱分析初步鉴定到了15个差异蛋白质。这些蛋白质在金鱼雌核发育单倍体的发育中起着重要作用,为进一步阐明单倍体的发育机制奠定了良好的基础。     

Protein databases for compacted eight-cell and blastocyst-stage mouse embryos

High-resolution two-dimensional sodium dodecyl sulfate-polyacrylamide (2D-SDS) gel electrophoresis combined with computerized analysis of gel images was used to construct and analyze protein databases for two stages of preimplantation mouse embryogenesis, the compacted eight-cell stage and the fully expanded blastocyst stage. These stages were chosen for their ease in identification of multiple synchronous embryos. Synchronous cohorts of 30–50 embryos were labelled with L-[³⁵S]methionine for 2 hr. The embryos were then lysed in 30 μl hot SDS sample buffer, and the lysates were stored at ?80°C until the gels were run. Five replicates were run for eight-cell embryos, and four for blastocyst-stage embryos. The samples were processed for 2D gel electrophoresis and fluorography; multiple exposures were made. Gel images were analyzed using the PDQUEST system, and databases were constructed. Analysis of the databases for both developmental stages showed high reproducibility of protein spots in multiple gel images. Of 1,674 total spots in eight-cell embryo standards, >79% of spots had a percentage error (S.E.M./average) <50%, and >45% had a percentage error <30%. Similarly, of 1,653 total spots in blastocyst-stage embryo standards, 74% of spots had a percentage error <50%, and approximately 47% of spots had a percentage error <30%. Forty-three spots (approximately 3% of the total spots) were found to be detected only in the eight-cell stage, while 75 spots were detected solely in the blastocyst stage. Sixty-nine proteins showed a greater than threefold increase in isotope incorporation from the eight-cell to the blastocyst stage, with a percentage error <50% in both the eight-cell and the blastocyst stages. In contrast, 41 of the proteins showed a decrease during this period. Analysis of the protein databases described in this study has allowed us to document the overall quantitative changes in proteins from the compacted eight-cell stage to the blastocyst stage of mouse preimplantation development. These databases provide a valuable tool for further detailed quantitative analysis of specific proteins associated with developmental events. In addition they will permit analysis of the effects of environmental factors, such as growth factors, on early embryo development. © 1994 Wiley-Liss, Inc.     

水稻花药总蛋白质双向电泳方法的改良与优化(简报)

双向电泳作为蛋白质组学核心技术之一,目前已广泛地应用在植物领域,并且成功应用于水稻代谢和调节等方面的研究。谢锦云等利用溶液法提取温敏核不育水稻花药总蛋白质,利用pH3-10线性胶条分离,经银染显色后检测到约1,000个