Amino acid substitution scoring matrices specific to intrinsically disordered regions in proteins.
Amino Acid Sequence
Amino Acid Substitution
Computational Biology
Databases, Protein
/ statistics & numerical data
Entropy
Intrinsically Disordered Proteins
/ chemistry
Sequence Alignment
/ statistics & numerical data
Sequence Analysis, Protein
/ statistics & numerical data
Sequence Homology, Amino Acid
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
08 11 2019
08 11 2019
Historique:
received:
18
07
2019
accepted:
15
10
2019
entrez:
10
11
2019
pubmed:
11
11
2019
medline:
31
10
2020
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 31704957
doi: 10.1038/s41598-019-52532-8
pii: 10.1038/s41598-019-52532-8
pmc: PMC6841959
doi:
Substances chimiques
Intrinsically Disordered Proteins
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
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