A) Experimental workflow of untargeted metabolomic, lipidomic, and biochemical analyses for predictive biomarker discovery of bovine clinical mastitis during the close-up period (21, 14, 7, and 0 days before calving), and B) data pre-processing pipeline using the XCMS package in R (EIC: extracted ion chromatogram) (more details provided in Table S5).