首页> 美国卫生研究院文献>Advances in Bioinformatics >Expressing Redundancy among Linear-Epitope Sequence Data Based on Residue-Level Physicochemical Similarity in the Context of Antigenic Cross-Reaction
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Expressing Redundancy among Linear-Epitope Sequence Data Based on Residue-Level Physicochemical Similarity in the Context of Antigenic Cross-Reaction

机译:抗原交叉反应背景下基于残基级理化相似性的线性表位序列数据之间的冗余表达

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摘要

Epitope-based design of vaccines, immunotherapeutics, and immunodiagnostics is complicated by structural changes that radically alter immunological outcomes. This is obscured by expressing redundancy among linear-epitope data as fractional sequence-alignment identity, which fails to account for potentially drastic loss of binding affinity due to single-residue substitutions even where these might be considered conservative in the context of classical sequence analysis. From the perspective of immune function based on molecular recognition of epitopes, functional redundancy of epitope data (FRED) thus may be defined in a biologically more meaningful way based on residue-level physicochemical similarity in the context of antigenic cross-reaction, with functional similarity between epitopes expressed as the Shannon information entropy for differential epitope binding. Such similarity may be estimated in terms of structural differences between an immunogen epitope and an antigen epitope with reference to an idealized binding site of high complementarity to the immunogen epitope, by analogy between protein folding and ligand-receptor binding; but this underestimates potential for cross-reactivity, suggesting that epitope-binding site complementarity is typically suboptimal as regards immunologic specificity. The apparently suboptimal complementarity may reflect a tradeoff to attain optimal immune function that favors generation of immune-system components each having potential for cross-reactivity with a variety of epitopes.
机译:疫苗,免疫治疗和免疫诊断的基于表位的设计由于结构改变而从根本上改变了免疫学结果,因此变得很复杂。通过将线性表位数据之间的冗余表示为分数序列比对同一性,可以掩盖这一点,即使在经典序列分析的背景下,这些残基可能被认为是保守的,也无法解释由于单残基取代而可能导致的结合亲和力的急剧下降。从基于表位的分子识别的免疫功能的角度出发,可以在抗原交叉反应的背景下,基于残基水平的理化相似性,以生物学上更有意义的方式定义表位数据的功能冗余(FRED),具有功能相似性表位之间的差异表示为差异表位结合的Shannon信息熵。可以通过蛋白质折叠和配体-受体结合之间的类比,根据与免疫原表位高度互补的理想结合位点,根据免疫原表位和抗原表位之间的结构差异来估计这种相似性。但这低估了交叉反应的可能性,这表明,就免疫学特异性而言,表位结合位点的互补性通常次优。明显次佳的互补性可能反映了获得最佳免疫功能的权衡,这有利于产生免疫系统成分,每个成分都可能与多种表位发生交叉反应。

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