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Transporter Associated with Antigen Processing Preselection of Peptides Binding to the MHC: A Bioinformatic Evaluation

机译:转运蛋白与抗原结合到MHC的多肽的抗原加工预选:生物信息学评价。

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TAP is responsible for the transit of peptides from the cytosol to the lumen of the endoplasmic reticulum. In an immunological context, this event is followed by the binding of peptides to MHC molecules before export to the cell surface and recognition by T cells. Because TAP transport precedes MHC binding, TAP preferences may make a significant contribution to epitope selection. To assess the impact of this preselection, we have developed a scoring function for TAP affinity prediction using the additive method, have used it to analyze and extend the TAP binding motif, and have evaluated how well this model acts as a preselection step in predicting MHC binding peptides. To distinguish between MHC alleles that are exclusively dependent on TAP and those exhibiting only a partial dependence on TAP, two sets of MHC binding peptides were examined: HLA-A*0201 was selected as a representative of partially TAP-dependent HLA alleles, and HLA-A*0301 represented fully TAP-dependent HLA alleles. TAP preselection has a greater impact on TAP-dependent alleles than on TAP-independent alleles. The reduction in the number of nonbinders varied from 10% (TAP-independent) to 33% (TAP-dependent), suggesting that TAP preselection is an important component in the successful in silico prediction of T cell epitopes.
机译:TAP负责肽从胞质溶胶到内质网腔的转运。在免疫学背景下,此事件之后是肽与MHC分子的结合,然后输出到细胞表面并被T细胞识别。由于TAP转运先于MHC结合,所以TAP偏好可能对抗原决定簇的选择产生重大影响。为了评估此预选的影响,我们使用加法开发了一种用于TAP亲和力预测的评分功能,已将其用于分析和扩展TAP结合基序,并评估了该模型在预测MHC方面作为预选步骤的效果如何结合肽。为了区分仅依赖TAP的MHC等位基因和仅部分依赖TAP的MHC等位基因,检查了两组MHC结合肽:选择HLA-A * 0201作为部分依赖TAP的HLA等位基因的代表,以及HLA -A * 0301代表完全依赖TAP的HLA等位基因。 TAP预选对TAP依赖等位基因的影响大于对TAP独立等位基因的影响。非结合剂数量的减少从10%(不依赖于TAP)到33%(不依赖TAP)不等,这表明TAP预选是成功地计算机预测T细胞表位的重要组成部分。

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