To separate the overlapped protein spots in two-dimensional gel electrophoresis (2-DE) images, we proposed an auto-separating algorithm based on valley characteristics. Firstly, the marker-controlled watershed algorithm was used to detect the initial outlines of the object regions. Secondly, medial axis transform and hierarchical branch pruning method were applied to the main skeletons of the object regions, and each main skeleton was fitted into line segments to describe the overlap directions. Then, the 3-dimensional model of the object region was scanned on the normal planes of the line segments to find the valley locations. And finally, a validation model was adopted to construct separation lines. The experiments on 2 real scanned 2-DE images showed that the true overlap separate (TOSs) were 78.95% and 85.71%, respectively. The results indicated that the proposed algorithm was better than the existing algorithms and could be used in engineering practice.
Algorithms ; Electrophoresis, Gel, Two-Dimensional ; Proteins ; chemistry

Electrophoresis, Gel, Two-Dimensional ; methods ; Humans ; Proteomics ; methods ; Urinalysis ; methods

Proteomics and polemic techniques are among the most valuable approaches in the research of life science in this new century, marking the beginning of a post-genome era. Two-dimensional electrophoresis and mass spectrometry, applied as key techniques in proteomic research, have given rise to new research strategies and improved the efficiency of researchers in exploring the unknown field. Its introduction into the exploration of spermatozoal proteins has given us so many pleasant surprises. This review presents some essential information about proteomics and two-dimensional electrophoresis and mass spectrometry, with a brief introduction of the recent progress in the researches on human sperm proteome, capacitation-related sperm proteins, sperm-egg interaction-related proteins, and sperm-immunity which has made great senses in the clinical problems.
Electrophoresis, Gel, Two-Dimensional ; Humans ; Male ; Proteome ; Spermatozoa ; immunology

Aims: Acinetobacter baumannii has been identified as one of the six most pathogenic bacteria that is the cause of most hospital bacterial infections according to Infectious Disease Society of America (IDSA). These nosocomial pathogens are notorious worldwide due to its ability in causing lethal infections among immunocompromised patients and its resistance to many strong antibiotics. This study aims to compare the expressed proteins of two A. baumannii strain, ATCC 19606 and a pathogenic clinically isolated strain known as AB-13. Methodology and results: AB-13 clinically strain was isolated from the lower respiratory tract of a patient with pneumonia. In this study, the proteomic profile of both ATCC 19606 and AB-13 are produced using 2-dimensional gel electrophoresis. The total protein contents were extracted, quantified and separated using 2-DE with a pH range of 4-7 to acquire the proteomic profile for comparison. The final analytical gel was analysed using Delta2D software and among the 324 protein spots successfully resolved, 10 spots exhibited signs of differential expression with 7 spots found to be downregulated and 3 spots upregulated (p< 0.01). These differences could signify the evolution AB-13 has undergone as it acquires traits ultimately aiding in its survivability, antimicrobial resistance and pathogenicity within varied environments especially during infections. Conclusion, significance and impact of study These findings support the presence of variation in AB-13 from a proteomic perspective, highlighting the pathogen’s evolution improving survivability and pathogenicity, warranting in-depth exploration towards understanding A. baumannii virulence and pathogenicity.
Acinetobacter baumannii--pathogenicity ; Two-Dimensional Difference Gel Electrophoresis ; Proteomics

We investigated the biochemiesl change of keratin by the methods of SDS-PAGE and Two-dimensional gel electrophoresis, and observed electron microscopic ultrestructural changes in five Unna-Thost palmoplantar keratoderma patients and two normal adults. The results are summarized as follows : 1. The increased bands of 51 kd and newly appearing 48 kd, 56 kd keratins were observed on the SDS-PAGE and compared to the normsl control. 2. The newly appearing 48 kd(acidic) paired with 56 kd(basic) keratins and 51 kd keratin and the disappearance of 59 kd(basic), 64 kd(basic) keratins were observed on the two-dimensional gel electrophoresis and compared to the normal control. 3. The variable sized, numerous, globular, irregularly beam-shaped and granular kerstohyaline granules were scattered in the granular cell and corneocyte. Numerous ribosomes were noted between the clumped tonofibrils and around the keratohyaline granules. The lipid droplets were seen in the corneocytes and granular cells on the electron microscope.
Adult ; Electrophoresis, Gel, Two-Dimensional ; Electrophoresis, Polyacrylamide Gel ; Humans ; Keratoderma, Palmoplantar* ; Ribosomes

In this study,the protein in different Cordyceps samples,which include fresh sample( S1),22 ℃ drying sample( S2),37 ℃ drying sample( S3) and 60 ℃ drying sample( S4),were analyzed by sodium dodecylsupinate-polyacrylamide gel electrophoresis( SDS-PAGE) and two-dimensional electrophoresis( 2-DE). The total protein contents in Cordyceps samples were from 1. 655-4. 493 mg·g~(-1) and the protein contents in fresh sample was the highest. The results of SDS-PAGE showed that the mainly ranges of protein molecular weight of Cordyces samples were 10-100 kDa and the numbers of protein bands were 28 to 41,the fresh sample had the maximum number of protein bands. The 2-DE profiles were analyzed by PDQuest software. The resulted indicated that 488-876 protein spots were detected in different Cordyceps samples and the isoelectric point( pI) was distributed between 4. 5 and 6. 5,the protein molecular weight was distributed in 10-20 kDa and 25-100 kDa,the fresh sample had the maximum number of protein spots. Therefore,the drying process could decrease contents and species of protein in Cordyceps,and the different drying conditions had different effects on protein. These results provide a reference for improving the drying process of Cordyceps.
Cordyceps ; chemistry ; Desiccation ; methods ; Electrophoresis, Gel, Two-Dimensional ; Electrophoresis, Polyacrylamide Gel ; Fungal Proteins ; analysis ; Molecular Weight

The biological interpretation of two-dimensional (2D) gel electrophoresis experiments is a key step toward understanding the functions of biological systems. We here present a web-based integrated database, called 2DSpotDB, for the management of proteome data derived from several pathogens. The 2DSpotDB was established as a part of the management of a pathogen proteome project at the Korea National Institute of Health. The goals of the 2DSpotDB implementation are to store and define important pathogen genes, retrieve information obtained by 2D polyacrylamide gel electrophoresis and mass spectrometry, and create an integrated system to provide pathogen proteome information for biological scientists. This database currently contains 14 gels and information on 387 protein spots, among which 329 proteins were identified and annotated.
Acrylic Resins ; Data Mining ; Electrophoresis ; Electrophoresis, Gel, Two-Dimensional ; Electrophoresis, Polyacrylamide Gel ; Gels ; Korea ; Mass Spectrometry ; Proteins ; Proteome

BACKGROUND: To investigate the molecular basis for invasion of malignant gliomas, proteomic analysis approach was carried out using two human glioma cell lines, U87MG and U343MG-A that demonstrate different motility and invasiveness in in vitro experiments. METHODS: High-resolution two-dimensional gel electrophoresis and matrix-assisted laser-desorption/ionization time-of-flight mass spectrometry analysis were performed. RESULTS: Nine distinct protein spots that were recognized with significant alteration between the two cell lines. Five of these protein spots were up-regulated in U87MG and four were up-regulated in U343MG-A. CONCLUSION: Among these proteins, cathepsin D was shown to be one of the important proteins which are related with glioma invasion. However, further studies are necessary to reveal the exact role and mechanism of cathepsin D in glioma invasion.
Cathepsin D ; Cell Line* ; Electrophoresis, Gel, Two-Dimensional ; Glioma* ; Humans ; Mass Spectrometry ; Proteomics

To reduce the mismatching and non-matching in the protein two-dimension electrophoresis (2-DE) images, we proposed an auto-matching algorithm based on gray hierarchical and geometric blocking in this study. Firstly, protein spots in the gel images were divided into groups by gray level and geometric position, and then a method based on shape context and normalized correlation was used for coarse matching in protein spots. Secondly, matched pairs in coarse matching were set as feature points, and the precise matching in the rest of not matched protein spots was accomplished by the method of geometric correlation and similarity criterion. Finally, local affine transformation was used in the verification of matching results to remove non-matching and mis-matching points. The algorithm was applied to different 2-DE gel images. The results showed that the new matching algorithm could reduce the non-matching and mis-matching spots, and increase the matching accuracy.
Algorithms ; Electrophoresis, Gel, Two-Dimensional ; Image Processing, Computer-Assisted ; Proteins ; analysis

The aim of this study was to establish and optimize two-dimensional electrophoresis method for human bone marrow leukemia cells in order to obtain the profiles with high resolution and reproducibility. The total protein was extracted and separated by isoelectric focusing (IEF) and SDS polyacrylamide gel electrophoresis (SDS-PAGE). The gels were stained with silver nitrate or Coomassie brilliant blue, and then scanned and analyzed with PDQuest 7.4 analysis software. The effects of different protein preparation methods and electrophoresis conditions on the profiles were compared. The results indicated that by optimizing preparation of protein sample and electrophoresis protocols, clear profiles with 780 +/- 73 well separated protein spots on an average were obtained and the match rate was 82 +/- 5% between reproducible gels from leukemia cells of different sub-type. It is concluded that the two-dimensional electrophoresis method of proteome from human bone marrow leukemia cells is established successfully and is suitable for the further comparative proteomic research between leukemia of different types.
Bone Marrow Cells ; chemistry ; Electrophoresis, Gel, Two-Dimensional ; methods ; Humans ; Leukemia ; metabolism ; Proteome ; analysis