Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be

被引:44
作者
Schaefer, Christian [1 ,2 ]
Schlessinger, Avner [3 ]
Rost, Burkhard [1 ,2 ,4 ,5 ]
机构
[1] Columbia Univ, Dept Biochem & Mol Biophys, Ctr Computat Biol & Bioinformat C2B2, New York, NY 10032 USA
[2] TUM Munich, Dept Comp Sci, Inst Adv Studies, NE Struct Genom Consortium NESG,TUM Bioinformat, D-85748 Garching, Germany
[3] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94158 USA
[4] NE Struct Genom Consortium NESG, New York, NY 10032 USA
[5] NYCOMPS, New York, NY 10032 USA
基金
美国国家卫生研究院;
关键词
STRUCTURE PREDICTION; SEQUENCE ALIGNMENTS; INTRINSIC DISORDER; TWILIGHT ZONE; KINGDOMS; DATA-BANK; FLEXIBILITY; DATABASE; REGIONS; RECOGNITION;
D O I
10.1093/bioinformatics/btq012
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: The mutation of amino acids often impacts protein function and structure. Mutations without negative effect sustain evolutionary pressure. We study a particular aspect of structural robustness with respect to mutations: regular protein secondary structure and natively unstructured (intrinsically disordered) regions. Is the formation of regular secondary structure an intrinsic feature of amino acid sequences, or is it a feature that is lost upon mutation and is maintained by evolution against the odds? Similarly, is disorder an intrinsic sequence feature or is it difficult to maintain? To tackle these questions, we in silico mutated native protein sequences into random sequence-like ensembles and monitored the change in predicted secondary structure and disorder. Results: We established that by our coarse-grained measures for change, predictions and observations were similar, suggesting that our results were not biased by prediction mistakes. Changes in secondary structure and disorder predictions were linearly proportional to the change in sequence. Surprisingly, neither the content nor the length distribution for the predicted secondary structure changed substantially. Regions with long disorder behaved differently in that significantly fewer such regions were predicted after a few mutation steps. Our findings suggest that the formation of regular secondary structure is an intrinsic feature of random amino acid sequences, while the formation of long-disordered regions is not an intrinsic feature of proteins with disordered regions. Put differently, helices and strands appear to be maintained easily by evolution, whereas maintaining disordered regions appears difficult. Neutral mutations with respect to disorder are therefore very unlikely.
引用
收藏
页码:625 / 631
页数:7
相关论文
共 70 条
[1]   Do aligned sequences share the same fold? [J].
Abagyan, RA ;
Batalov, S .
JOURNAL OF MOLECULAR BIOLOGY, 1997, 273 (01) :355-368
[2]   Incorporating protein conformational flexibility into the calculation of pH-dependent protein properties [J].
Alexov, EG ;
Gunner, MR .
BIOPHYSICAL JOURNAL, 1997, 72 (05) :2075-2093
[3]   Continuum secondary structure captures protein flexibility [J].
Anderson, CAF ;
Palmer, AG ;
Brunak, S ;
Rost, B .
STRUCTURE, 2002, 10 (02) :175-184
[4]  
Anfinsen C B, 1975, Adv Protein Chem, V29, P205, DOI 10.1016/S0065-3233(08)60413-1
[5]   Bona fide predictions of protein secondary structure using transparent analyses of multiple sequence alignments [J].
Benner, SA ;
Cannarozzi, G ;
Gerloff, D ;
Turcotte, M ;
Chelvanayagam, G .
CHEMICAL REVIEWS, 1997, 97 (08) :2725-2843
[6]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[7]   Assessment of disorder predictions in CASP7 [J].
Bordoli, Lorenza ;
Kiefer, Florian ;
Schwede, Torsten .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2007, 69 :129-136
[8]   Contributions to the NIH-NIGMS Protein Structure Initiative from the PSI production centers [J].
Burley, Stephen K. ;
Joachimiak, Andrzej ;
Montelione, Gaetano T. ;
Wilson, Ian A. .
STRUCTURE, 2008, 16 (01) :5-11
[9]   Protein flexibility in ligand docking and virtual screening to protein kinases [J].
Cavasotto, CN ;
Abagyan, RA .
JOURNAL OF MOLECULAR BIOLOGY, 2004, 337 (01) :209-225
[10]  
CHOTHIA C, 1986, COMPUTER GRAPHICS MO, P33