Amino acid substitution scoring matrices specific to intrinsically disordered regions in proteins

被引:20
作者
Trivedi, Rakesh [1 ,2 ]
Nagarajaram, Hampapathalu Adimurthy [3 ,4 ]
机构
[1] Ctr DNA Fingerprinting & Diagnost, Lab Computat Biol, Hyderabad 500039, Telangana, India
[2] Manipal Acad Higher Educ, Grad Sch, Manipal 576104, Karnataka, India
[3] Univ Hyderabad, Sch Life Sci, Dept Syst & Computat Biol, Hyderabad 500046, Telangana, India
[4] Univ Hyderabad, Ctr Modelling Simulat & Design, Hyderabad 500046, Telangana, India
关键词
SEQUENCE ALIGNMENT; ASTRAL COMPENDIUM; EVOLUTION; SEARCH; PREDICTION; MODELS;
D O I
10.1038/s41598-019-52532-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
An amino acid substitution scoring matrix encapsulates the rates at which various amino acid residues in proteins are substituted by other amino acid residues, over time. Database search methods make use of substitution scoring matrices to identify sequences with homologous relationships. However, widely used substitution scoring matrices, such as BLOSUM series, have been developed using aligned blocks that are mostly devoid of disordered regions in proteins. Hence, these substitution-scoring matrices are mostly inappropriate for homology searches involving proteins enriched with disordered regions as the disordered regions have distinct amino acid compositional bias, and therefore expected to have undergone amino acid substitutions that are distinct from those in the ordered regions. We, therefore, developed a novel series of substitution scoring matrices referred to as EDSSMat by exclusively considering the substitution frequencies of amino acids in the disordered regions of the eukaryotic proteins. The newly developed matrices were tested for their ability to detect homologs of proteins enriched with disordered regions by means of SSEARCH tool. The results unequivocally demonstrate that EDSSMat matrices detect more number of homologs than the widely used BLOSUM, PAM and other standard matrices, indicating their utility value for homology searches of intrinsically disordered proteins.
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页数:12
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