Correlation of Combined Features of Amino Acid and Protein with Crystallization Propensity of Proteins from Caenorhabditis elegans
Author(s): YAN Shao-min, WANG He-jian, WU Guang
Pages: 234-238,243
Year: 2013 Issue: 3
Journal: Guangxi Sciences
Keyword: Caenorhabditis elegans; logistic regression; neural network; prediction; protein crystallization;
Abstract: 通过逻辑回归和神经网络模型,分别研究3种单个氨基酸和整个蛋白质的组合特征与秀丽隐杆线虫(Caenorhabditis elegans)蛋白质的结晶倾向的相关性,并以535种单个氨基酸特征为基准,进行蛋白质结晶倾向的相关比较.结果显示,组合特征与秀丽隐杆线虫蛋白质的结晶倾向具有相关性,可用于预测蛋白质的结晶倾向.
Pages: 234-238,243
Year: 2013 Issue: 3
Journal: Guangxi Sciences
Keyword: Caenorhabditis elegans; logistic regression; neural network; prediction; protein crystallization;
Abstract: 通过逻辑回归和神经网络模型,分别研究3种单个氨基酸和整个蛋白质的组合特征与秀丽隐杆线虫(Caenorhabditis elegans)蛋白质的结晶倾向的相关性,并以535种单个氨基酸特征为基准,进行蛋白质结晶倾向的相关比较.结果显示,组合特征与秀丽隐杆线虫蛋白质的结晶倾向具有相关性,可用于预测蛋白质的结晶倾向.
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