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  • 标题:Superposition-free comparison and clustering of antibody binding sites: implications for the prediction of the nature of their antigen
  • 本地全文:下载
  • 作者:Lorenzo Di Rienzo ; Edoardo Milanetti ; Rosalba Lepore
  • 期刊名称:Scientific Reports
  • 电子版ISSN:2045-2322
  • 出版年度:2017
  • 卷号:7
  • 期号:1
  • DOI:10.1038/srep45053
  • 语种:English
  • 出版社:Springer Nature
  • 摘要:We describe here a superposition free method for comparing the surfaces of antibody binding sites based on the Zernike moments and show that they can be used to quickly compare and cluster sets of antibodies. The clusters provide information about the nature of the bound antigen that, when combined with a method for predicting the number of direct antibody antigen contacts, allows the discrimination between protein and non-protein binding antibodies with an accuracy of 76%. This is of relevance in several aspects of antibody science, for example to select the framework to be used for a combinatorial antibody library.
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