CD8A and neoplasm: Interestingly, higher percentages of CD-8 positive cells, CD45RO-positive cells, or CD20-positive cells within TLSs were associated with improved OS and RFS.The developed model demonstrated superior predictive performance compared to the classical tumor-lymph node-metastasis (TNM) staging system for OS and RFS in TNBC patients.