21 of 34 tumors with high-grade TB had KRAS mut; KRAS G12D and PIK3CA exon 9 variants were significantly associated with high-grade TB; exons 3 and 4 KRAS mut tumors tend to have lymphovascular tumor emboli and perineural invasion. This evidence concerns the gene PIK3CA and neoplasm.