Rapid and accurate calculation of protein 1H, 13C and 15N chemical shifts

被引:460
作者
Neal, S [1 ]
Nip, AM [1 ]
Zhang, HY [1 ]
Wishart, DS [1 ]
机构
[1] Univ Alberta, Fac Pharm & Pharmaceut Sci, Edmonton, AB T6G 2N8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
calculation; chemical shift; data mining; NMR; prediction; protein;
D O I
10.1023/A:1023812930288
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
A computer program (SHIFTX) is described which rapidly and accurately calculates the diamagnetic H-1, C-13 and N-15 chemical shifts of both backbone and sidechain atoms in proteins. The program uses a hybrid predictive approach that employs pre-calculated, empirically derived chemical shift hypersurfaces in combination with classical or semi-classical equations (for ring current, electric field, hydrogen bond and solvent effects) to calculate H-1, C-13 and N-15 chemical shifts from atomic coordinates. The chemical shift hypersurfaces capture dihedral angle, sidechain orientation, secondary structure and nearest neighbor effects that cannot easily be translated to analytical formulae or predicted via classical means. The chemical shift hypersurfaces were generated using a database of IUPAC-referenced protein chemical shifts-RefDB (Zhang et al., 2003), and a corresponding set of high resolution (< 2.1 angstrom) X-ray structures. Data mining techniques were used to extract the largest pairwise contributors ( from a list of similar to 20 derived geometric, sequential and structural parameters) to generate the necessary hypersurfaces. SHIFTX is rapid (< 1 CPU second for a complete shift calculation of 100 residues) and accurate. Overall, the program was able to attain a correlation coefficient (r) between observed and calculated shifts of 0.911 ((1)Halpha), 0.980 ((13)Calpha), 0.996 ((13)Cbeta), 0.863 ((CO)-C-13), 0.909 (N-15), 0.741 ((HN)-H-1), and 0.907 (sidechain H-1) with RMS errors of 0.23, 0.98, 1.10, 1.16, 2.43, 0.49, and 0.30 ppm, respectively on test data sets. We further show that the agreement between observed and SHIFTX calculated chemical shifts can be an extremely sensitive measure of the quality of protein structures. Our results suggest that if NMR-derived structures could be refined using heteronuclear chemical shifts calculated by SHIFTX, their precision could approach that of the highest resolution X-ray structures. SHIFTX is freely available as a web server at http://redpoll.pharmacy.ualberta.ca.
引用
收藏
页码:215 / 240
页数:26
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