Article ID Journal Published Year Pages File Type
10356171 Journal of Biomedical Informatics 2010 11 Pages PDF
Abstract
Pathogenic conformational conversion is a general causation of many disease, such as transmissible spongiform encephalopathy (TSE) caused by misfolding of prion, sickle cell anemia, and etc. In such structural changes, misfolding occurs in regions important for the stability of native structure firstly. This destabilizes the normal conformation and leads to subsequent errors in folding pathway. Sites involved in the first stage can be deemed switch regions of the protein, and are vital for conformational conversion. Namely it could be a switch of disease at residue level. Here we report an algorithm that can identify such sites computationally with an accuracy of 93%, by calculating the probability of the native structure of a short segment jumping to a mistake one. Knowledge of such switch sites could be used to target clinical therapy, study physiological and pathologic mechanism of protein, and etc.
Related Topics
Physical Sciences and Engineering Computer Science Computer Science Applications
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