The most significant SNP on GGA20 was located nearest to bone morphogenetic protein 7 (BMP7), which can effect melanocyte growth and melanoma cell metastasis, and therefore BMP7 was also chosen as one of the most important positional candidate genes for HVP. Here, BMP7 is linked to melanoma.