Relationship between insertion/deletion (indel) frequency of proteins and essentiality

被引:27
作者
Chan, Simon K.
Hsing, Michael
Hormozdiari, Fereydoun
Cherkasov, Artem
机构
[1] Univ British Columbia, Fac Med, Div Infect Dis, Vancouver, BC V5Z 3J5, Canada
[2] CIHR, MSFHR, Strateg Training Program Bioinformat, Canada Michael Smith Genome Sci Ctr, Vancouver, BC V5Z 4S6, Canada
[3] Univ British Columbia, Bioinformat Grad Program, Vancouver, BC V5Z 4S6, Canada
[4] Simon Fraser Univ, Sch Comp Sci, Burnaby, BC V5A 1S6, Canada
关键词
D O I
10.1186/1471-2105-8-227
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: In a previous study, we demonstrated that some essential proteins from pathogenic organisms contained sizable insertions/deletions (indels) when aligned to human proteins of high sequence similarity. Such indels may provide sufficient spatial differences between the pathogenic protein and human proteins to allow for selective targeting. In one example, an indel difference was targeted via large scale in-silico screening. This resulted in selective antibodies and small compounds which were capable of binding to the deletion-bearing essential pathogen protein without any cross-reactivity to the highly similar human protein. The objective of the current study was to investigate whether indels were found more frequently in essential than non-essential proteins. Results: We have investigated three species, Bacillus subtilis, Escherichia coli, and Saccharomyces cerevisiae, for which high-quality protein essentiality data is available. Using these data, we demonstrated with t-test calculations that the mean indel frequencies in essential proteins were greater than that of non-essential proteins in the three proteomes. The abundance of indels in both types of proteins was also shown to be accurately modeled by the Weibull distribution. However, Receiver Operator Characteristic (ROC) curves showed that indel frequencies alone could not be used as a marker to accurately discriminate between essential and non-essential proteins in the three proteomes. Finally, we analyzed the protein interaction data available for S. cerevisiae and observed that indel-bearing proteins were involved in more interactions and had greater betweenness values within Protein Interaction Networks (PINs). Conclusion: Overall, our findings demonstrated that indels were not randomly distributed across the studied proteomes and were likely to occur more often in essential proteins and those that were highly connected, indicating a possible role of sequence insertions and deletions in the regulation and modification of protein-protein interactions. Such observations will provide new insights into indel-based drug design using bioinformatics and cheminformatics tools.
引用
收藏
页数:13
相关论文
共 36 条
[1]   A genome-scale analysis for identification of genes required for growth or survival of Haemophilus influenzae [J].
Akerley, BJ ;
Rubin, EJ ;
Novick, VL ;
Amaya, K ;
Judson, N ;
Mekalanos, JJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (02) :966-971
[2]  
Baba Tomoya, 2006, Mol Syst Biol, V2
[3]   Network biology:: Understanding the cell's functional organization [J].
Barabási, AL ;
Oltvai, ZN .
NATURE REVIEWS GENETICS, 2004, 5 (02) :101-U15
[4]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[5]  
Bateman A, 2002, NUCLEIC ACIDS RES, V30, P276, DOI [10.1093/nar/gkr1065, 10.1093/nar/gkp985, 10.1093/nar/gkh121]
[6]  
BENNER SA, 1993, MOL BIOL EVOL, V11, P316
[7]   A faster algorithm for betweenness centrality [J].
Brandes, U .
JOURNAL OF MATHEMATICAL SOCIOLOGY, 2001, 25 (02) :163-177
[8]   Rational identification of new antibacterial drug targets that are essential for viability using a genomics-based approach [J].
Chalker, AF ;
Lunsford, RD .
PHARMACOLOGY & THERAPEUTICS, 2002, 95 (01) :1-20
[9]   Large-scale survey for potentially targetable indels in bacterial and protozoan proteins [J].
Cherkasov, A ;
Lee, SJ ;
Nandan, D ;
Reiner, NE .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2006, 62 (02) :371-380
[10]   Structural characterization of genomes by large scale sequence-structure threading: application of reliability analysis in structural genomics [J].
Cherkasov, A ;
Sui, SJH ;
Brunham, RC ;
Jones, SJM .
BMC BIOINFORMATICS, 2004, 5 (1)