Prediction of Antigenic MHC Peptide Binders and TAP Binder of COX1 Protein through In Silico Approach

Mishra S, G. Vs
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引用次数: 5

Abstract

In the current analysis Cytochrome c oxidase subunit I (CO1 or MT-CO1) protein sequence from GWD has been used to study the MHC binding antigenic peptide, antigenic peptide prediction through different B cell prediction method, protein solvent accessibility, polar and nonpolar residue to analyze the regions which are probably exposed on the protein surface. From the protein the peptide fragment can be used to analyze and specific nonamer can be selected for the rational vaccine designing. In this investigation, PSSM and SVM algorithms are applied for finding of MHC I and MHC II binding peptides. We also predicted the high affinity TAP binding peptides of CO1 protein from GWD, having 205 amino acids which show 197 nonamers. From the opted outcomes we predict that, the possibilities that, the antigenic peptide of cytochrome c oxidase subunit I (mitochondrion) protein might play a major role and could be the most suitable candidate for subunit vaccine development on the bases of the finding that, with single epitope, the immune response can be generated in large population.
利用计算机技术预测COX1蛋白抗原MHC肽结合物和TAP结合物
在目前的分析中,利用来自GWD的细胞色素c氧化酶亚基I (CO1或MT-CO1)蛋白序列研究MHC结合抗原肽,通过不同的B细胞预测方法预测抗原肽,蛋白质溶剂可及性,极性和非极性残基分析可能暴露在蛋白质表面的区域。从蛋白质中提取肽片段进行分析,选择特异性抗原,进行合理的疫苗设计。在本研究中,采用PSSM和SVM算法寻找MHC I和MHC II结合肽。我们还预测了GWD CO1蛋白的高亲和力TAP结合肽,具有205个氨基酸,其中包含197个非命名体。根据选择的结果,我们预测,细胞色素c氧化酶亚基I(线粒体)蛋白的抗原肽可能起主要作用,并且可能是亚基疫苗开发的最合适的候选者,因为发现单个表位可以在大量人群中产生免疫应答。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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