生物
蛋白质数据库
点突变
可转让性
变性(裂变材料)
突变体
蛋白质结构
氨基酸残基
计算生物学
蛋白质稳定性
氨基酸
蛋白质设计
蛋白质工程
突变
蛋白质折叠
扭转(腹足类)
遗传学
生物化学
计算机科学
肽序列
基因
化学
机器学习
酶
罗伊特
动物
核化学
作者
Vijaya Parthiban,M. Michael Gromiha,Dietmar Schomburg
摘要
CUPSAT (Cologne University Protein Stability Analysis Tool) is a web tool to analyse and predict protein stability changes upon point mutations (single amino acid mutations). This program uses structural environment specific atom potentials and torsion angle potentials to predict DeltaDeltaG, the difference in free energy of unfolding between wild-type and mutant proteins. It requires the protein structure in Protein Data Bank format and the location of the residue to be mutated. The output consists information about mutation site, its structural features (solvent accessibility, secondary structure and torsion angles), and comprehensive information about changes in protein stability for 19 possible substitutions of a specific amino acid mutation. Additionally, it also analyses the ability of the mutated amino acids to adapt the observed torsion angles. Results were tested on 1538 mutations from thermal denaturation and 1603 mutations from chemical denaturation experiments. Several validation tests (split-sample, jack-knife and k-fold) were carried out to ensure the reliability, accuracy and transferability of the prediction method that gives >80% prediction accuracy for most of these validation tests. Thus, the program serves as a valuable tool for the analysis of protein design and stability. The tool is accessible from the link http://cupsat.uni-koeln.de.
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