期刊
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS
卷 70, 期 3, 页码 971-983出版社
WILEY
DOI: 10.1002/prot.21571
关键词
protein folding; structure prediction; computer simulation; hydrophobic potential; atomic burial
资金
- FIC NIH HHS [R03 TW006859] Funding Source: Medline
We investigate the possibility that atomic burials, as measured by their distances from the structural geometrical center, contain sufficient information to determine the tertiary structure of globular proteins. We report Monte Carlo simulated annealing results of all-atom hard-sphere models in continuous space for four small proteins: the all-beta WW-domain 1EOL, the alpha/beta protein-G 1IGD, the all-a engrailed homeo-domain 1 ENH, and the alpha + beta engineered monomeric form of the Cro protein IORC. We used as energy function the sum over all atoms, labeled by i, of lRi - R(i)l, where R-i is the atomic distance from the center Of coordinates, or central distance, and R is the ideal central distance obtained from the native structure. Hydrogen bonds were taken into consideration by the assignment of two ideal distances for backbone atoms forming hydrogen bonds in the native structure depending on the formation of a geometrically defined bond, independently of bond partner. Lowest energy final conformations turned out to be very similar to the native structure for the four proteins under investigation and a strong correlation was observed between energy and distance root mean square deviation (DRMS) from the native in the case of all-beta 1EOL and alpha/beta 1IGD. For all alpha 1ENH and alpha + beta IORC the overall correlation between energy and DRMS among final conformations was not as high because some trajectories resulted in high DRMS but low energy final conformations in which alpha-helices adopted a non-native mutual orientation. Comparison between central distances and actual accessible surface areas corroborated the implicit assumption of correlation between these two quantities. The Z-score obtained with this native-centric potential in the discrimination of native IORC from a set of random compact structures confirmed that it contains a much smaller amount of native information when compared to a traditional contact Go potential but indicated that simple sequence-dependent burial potentials still need some improvement in order to attain a similar discriminability. Taken together, our results suggest that central distances, in conjunction to physically motivated hydrogen bond constraints, contain sufficient information to determine the native conformation of these small proteins and that a solution to the folding problem for globular proteins could arise from sufficiently accurate burial predictions from sequence followed by minimization of a burial-dependent energy function.
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