ADAM9 and breast cancer: This study investigated whether ADAM9 functions as a key effector of pro-invasive TAM polarization using a canine mammary tumor model integrated with human transcriptomic datasets.<h4>Methods</h4>Transcriptomic analyses were performed using canine and publicly available human datasets.