In our study, the joining chain of multimeric IgA and IgM was detected in higher abundance in GII compared to the control group and GI and was associated with an AUC > 0.80, indicating that the protein could be suggested as a biomarker of malignancy of mammary cancer in dogs. Here, CD79A is linked to breast cancer.