To systematically analyze the translational value of the cGAS-STING pathway in breast cancer immunotherapy, this review will focus on the following key questions: 1) In-depth Mechanistic Analysis: Investigate how the cGAS-STING pathway regulates the CAF-TAM-MDSC interaction network and metabolic reprogramming within the breast cancer TME. Here, CGAS is linked to breast carcinoma.