Apoptosis (e.g., BID, CASP6, etc.)and aminoacyl-tRNA biosynthesis (e.g., CARS2 and AARS2) were predominant in the D4 (HGIN stage), suggesting cancer malignancy. This evidence concerns the gene BID and cancer.