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机构地区:[1]重庆工商大学环境与生物工程学院,重庆400067
出 处:《西南师范大学学报(自然科学版)》2007年第2期30-34,共5页Journal of Southwest China Normal University(Natural Science Edition)
摘 要:基于SCORE打分函数,运用定量构效关系的理论和方法研究了HLA-A2限制性CTL表位九肽结构与亲和性间的定量关系,并建立了SCORE得分与亲和性的定量关系模型,并用外部样本(5个HLA-A2限制性CTL表位九肽)作为预测集用于检验模型的预测能力.基于SCORE打分函数建立的定量模型具有较好的相关性(r=0.916 5,RMS=0.38)和对外部样本的预测能力(rpred=0.984 7,RMS=0.135).基于SCORE打分函数,运用定量构效关系研究的理论和方法建立了HLA-A2限制性CTL表位亲和性的定量预测方法,为实验鉴定高亲和性HLA-A2限制性CTL表位提供了理论依据.The quantitative relationship, between structure score and the affinity of the HLA-A2 restricted CTL epitopes, was studied based on the SCORE function by using the theory and method of QSAR. A test set include 5 HLA-A2 restricted CTL epitopes was used to validate the quantitative model. The quantitative model has good correlation (r=0. 916 5, RMS=0.38), and good predictability for outside samples ((rpred =0. 984 7,RMS=0. 135). A new method to predict the affinity of the HLA-A2 restricted CTL epitope was constructed based on the SCORE function by using QSAR methods, which provides a theory base to identify the CTL eptiope by using experimental methods and design a new therapeutic vaccine.
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