With a focus on lipid and proteins, we identified two main patterns which allow to distinguish normal from cancer cells as well as to correlate them with the HER2 expression levels, as shown in Fig. 3B, C by the PC2 and PC4 loadings differences in the PCA analysis, respectively, and in the PC2-PC3-PC4 3D score plot. Here, ERBB2 is linked to cancer.