Triple-negative breast cancer (TNBC) is as sociated with shorter overall survival than other breast cancer subtypes, despite the use of curative-intent anthracycline- and taxane-based systemic chemotherapy. Neoadjuvant therapy is now also recognized as the standard treatment for patients with high-risk TNBC. The Keynote-522 study demonstrated that the application of pembrolizumab has raised the pathological Complete Response (pCR) rate in TNBC to over 60%, but nearly 40% of patients still do not achieve pCR. How to further improve the pCR rate in TNBC patients has become a hot topic of current research. Posaconazole is an antibiotic used to prevent invasive Aspergillus and Candida infections and to treat oropharyngeal candidiasis. Our preclinical studies have found that posaconazole can inhibit immune cell-mediated steroidogenesis to restrict TNBC tumor progression. The investigators design and begin a a prospective randomized controlled clinical study to explore the effectiveness of posaconazole in the neoadjuvant treatment of TNBC.