Proteomics is very important component in the era of post-genomics because it can address functions of genes and some important non-gene-determined biological issues such as Post-Translational Modifications (PTMs), splicing, translocation, and spatial structure. Proteome is very complex, including multiple parameters such as kind of proteins, copy number of each protein, PTMs, isoforms, spatial structure of each protein, protein-protein interaction, and protein-other molecule interaction, etc. Moreover, proteome is dynamic, and alters with different conditions such as different physiological processes, different pathological processes, and different disease status, etc [1][2][3]. Measurement of proteomic alteration would lead to discovery of important protein biomarkers for a given condition. Also, protein abundance alters in a huge range among different proteins within a proteome. Proteomic separation, identification, and bioinformatics are basic techniques in the field of proteomics. The protein species in a proteome must be separated prior to identification. The common proteomic separation techniques include Two-Dimensional Gel Electrophoresis (2DGE) [4,5] and Multi-Dimensional Liquid Chromatography (MDLC) [6,7]. However, 2DGE and MDLC have their own advantages and disadvantages, and cannot be replaced with each other. 2DGE separates proteins based on two basic features of proteins -Isoelectric Point (pI) in the direction of Isoelectric Focusing (IEF) and Molecular Weight (Mw) in the direction of Sodium Dodecyl Sulfate-Polyacrylamide Gel Electrophoresis (SDS-PAGE) [4]. 2DGE is an extensively used separation technique in the field of proteomics since the terms "proteome" and "proteomics" were proposed in 1994 [8]. Four main contributions of 2DGE in the field of proteomics are (1) 2DGE-based reference map of a proteome to expand proteome database [9,10], (2) 2DGE-based comparative proteomics to identify Differentially Expressed Proteins (DEPs) between a given condition and controls [11,12], (3) 2DGE-based Western blot coupled with a specific antibody to visually detect a kind of PTM in a proteome [13][14][15], and relatively quantify PTM-differential proteins between a given condition and controls [16,17], and (4) 2DGE-based Western blot coupled with a specific protein antibody to visually detect isoforms of that given protein in a proteome [18,19]. World-2DPAGE Constellation (http://world-2dpage.expasy. org) collected many 2DPAGE resources [20], including SWISS-2DPAGE (http://world-2dpage.expasy.org/swiss-2dpage), World-2DPAGE Repository (http://world-2dpage.expasy.org/repository), World-2DPAGE Portal (http:// world-2dpage.expasy.org/portal), and World-2DPAGE List (http://world-2dpage.expasy.org/ list). Of them, World-2DPAGE list contains references to known 2DPAGE database servers and 2DPAGE related servers and services, currently up to 60 databases and nearly 400 gel images, which is the most complete 2DPAGE list. World-2DPAGE portal is a dynamic and virtual portal, which integrates over 250 maps for 23 speci...