I cannot find sources which gives a thorough explanation of PCA and how to assign the principal components 1 & 2 including their computations. Say for example, my study will explore polyphenol profiles of a certain plant from different geographical area and I will test their antioxidant activity too and analyze them using biochemometric approach. Which variables should be included in principal components? I will also integrate data from this PCA to construct my OPLS DA.