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Protein spot identification in two-dimensional electrophoresis gels can be supported by the comparison of gel images accessible in different World Wide Web two-dimensional electrophoresis (2-DE) gel protein databases. The comparison may be performed either by visual cross-matching between gel images or by automatic recognition of similar protein spot patterns. A prerequisite for the automatic point pattern matching approach is the detection of protein spots yielding the x(s),y(s) coordinates and integrated spot intensities i(s). For this purpose an algorithm is developed based on a combination of hierarchical watershed transformation and feature extraction methods. This approach reduces the strong over-segmentation of spot regions normally produced by watershed transformation. Measures for the ellipticity and curvature are determined as features of spot regions. The resulting spot lists containing x(s),y(s),i(s)-triplets are calculated for a source as well as for a target gel image accessible in 2-DE gel protein databases. After spot detection a matching procedure is applied. Both the matching of a local pattern vs. a full 2-DE gel image and the global matching between full images are discussed. Preset slope and length tolerances of pattern edges serve as matching criteria. The local matching algorithm relies on a data structure derived from the incremental Delaunay triangulation of a point set and a two-step hashing technique. For the incremental construction of triangles the spot intensities are considered in decreasing order. The algorithm needs neither landmarks nor an a priori image alignment. A graphical user interface for spot detection and gel matching is written in the Java programming language for the Internet. The software package called CAROL (http://gelmatching.inf.fu-berlin.de) is realized in a client-server architecture.

Algorithms↗

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Towards design and comparison of World Wide Web-accessible myocardial two-dimensional gel electrophoresis protein databases.

In addition to the recently published HEART-2DPAGE--a myocardial World Wide Web-accessible 2-DE gel protein database--the usage and installation of software tools are described with regard to the hard- and software environments. Further, access to the HEART-2DPAGE from other two-dimensional electrophoresis (2-DE) databases using name or accession code of a protein is now available. Moreover, database images, published in the myocardial HSC-2DPAGE and HEART-2DPAGE databases are compared. Using the warping tool of the common image processing system Khoros the database images are matched and added in order to visualize the effects of warping. The application of such image processing tools is aimed at improving the comparability of protein spot patterns of different gel images available through the net.

Computer Communication Networks↗