In summary, this studies discovered a new feedback loop of ATG7/Autophagy/FOXO3a/ miR-145/PD-L1 pathway that acts as an ATG7 downstream factor being responsible for ATG7′s oncogenic role in the promotion of human BC cell stem-like property, invasion, and tumorigenesis. This evidence concerns the gene ATG7 and breast cancer.