FLAVI: An Amino Acid Substitution Model for Flaviviruses

被引:7
作者
Thu Kim Le [1 ,2 ]
Le Sy Vinh [1 ]
机构
[1] Vietnam Natl Univ Hanoi, Univ Engn & Technol, 144 Xuan Thuy, Hanoi 10000, Vietnam
[2] Hanoi Univ Sci & Technol, 1 Dai Co Viet, Hanoi 10000, Vietnam
关键词
Evolution; Flaviviruses; Dengue virus; West nile virus; Zika virus; Amino acid substitution model; MAXIMUM-LIKELIHOOD-ESTIMATION; PROTEIN EVOLUTION; DNA-SEQUENCES; MATRICES; TREE; CONFIDENCE;
D O I
10.1007/s00239-020-09943-3
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
Amino acid substitution models represent substitution rates among amino acids during the evolution. The models play an important role in analyzing protein sequences, especially inferring phylogenies. The rapid evolution of flaviviruses is expanding the threat in public health. A number of models have been estimated for some viruses, however, they are unable to properly represent amino acid substitution patterns of flaviviruses. In this study, we collected protein sequences from the flavivirus genus to specifically estimate an amino acid substitution model, called FLAVI, for flaviviruses. Experiments showed that the collected dataset was sufficient to estimate a stable model. More importantly, the FLAVI model was remarkably better than other existing models in analyzing flavivirus protein sequences. We recommend researchers to use the FLAVI model when studying protein sequences of flaviviruses or closely related viruses.
引用
收藏
页码:445 / 452
页数:8
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