Visualization of Solution Sets from Automated Docking of Molecular Structures
Jansen van Vuuren, J., M. Kuttel and J. Gain (2010) Visualization of Solution Sets from Automated Docking of Molecular Structures. In Proceedings Proceedings of Afrigraph2010: the 7th International Conference on Virtual Reality, Computer Graphics, Visualization and Interaction in Africa, Franschoek, South Africa.
Aligning structures, often referred to as docking or registration, is frequently required in fields such as computer science, robotics and structural biology. The task of aligning the structures is usually automated, but due to noise and imprecision, the user often needs to evaluate the results before a final decision can be made. The solutions involved are of a multidimensional nature and normally densely populated. Therefore, some form of visualization is necessary, especially if users want to achieve higher level understanding, such as solution symmetry or clustering, from the data. We have developed a system that provides two views of the data. One view places focus on the orientation of the solutions and the other focuses on translations. Solutions within the views are crosslinked using various visual cues. Users are also able to apply various filters, intelligently reducing the solution set. We applied the visualization to data generated by the automated cryo-EM process of docking molecular structures into electron density maps. Current systems in this field only allow for visual representation of a single solution or a numerical list of the data. We evaluated the system through a multi-phase user study and found that the users were able to gain a better high-level understanding of the data, even in cases of relatively small solution sets.
|EPrint Type:||Conference Paper|
|Subjects:||J Computer Applications: J.3 LIFE AND MEDICAL SCIENCES|
I Computing Methodologies: I.3 COMPUTER GRAPHICS
|Deposited By:||Kuttel, Michelle|
|Deposited On:||23 September 2010|