Using FCVPPv2 and literature mining, we were able to prioritize two novel heterozygous variants in a family affected by CRC, a coding variant in the APC downregulated 1 (APCDD1) gene and a non-coding variant in the histone deacetylase 5 (HDAC5) gene. This evidence concerns the gene HDAC5 and colorectal carcinoma.