We identified significant mutations to breast cancer-related tumor suppressor genes (TP53, BRCA2, BARD1, CDH1, NF1, and CHEK2) and deciphered the functional consequences leveraging the higher throughput Illumina NovaSeq X and NextSeq sequencing and the highly accurate predictive power of AlphaFold. Here, TP53 is linked to breast cancer.