CXCL1 and mastitis: According to our result and validation with DTs, as shown in Fig 2, CXCL2 and GRO1 have good abilities to separate mastitis and healthy samples with 83.85% accuracy; and they are good candidates to distinguish E. coli mastitis as a biomarker.