主成分分析
化学
质谱法
算法
色谱法
四极飞行时间
线性判别分析
牙石(牙科)
人工智能
数学
计算机科学
串联质谱法
医学
牙科
作者
Wenxi Liu,Xian‐Long Cheng,Xiaohan Guo,Xiao-Ru Hu,Feng Wei,Shuang‐Cheng Ma
标识
DOI:10.1016/j.jpba.2019.112979
摘要
The method of ultra-high-performance liquid chromatography/quadrupole time-of-flight mass spectrometry (UHPLC-Q/TOF-MS) was established and combined with principal component analysis (PCA) to identify natural Calculus Bovis, in vitro cultured Calculus Bovis and artificial Calculus Bovis. PCA, which was particularly powerful in dealing with multicollinearity and variables that outnumber the samples, was used to analyze the UHPLC-MS data of the processed samples, and potential markers were analyzed and described based on orthogonal partial least-squares discriminant analysis. According to the results in this study, the approach of combining UHPLC-QTOF-MS with PCA was proven to be credible and could be used to identify Calculus Bovis from in vitro cultured Calculus Bovis and artificial Calculus Bovis and to determine if there is Calculus Bovis in patented Chinese medicines that should contained Calculus Bovis medicinal materials.
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