Around 80% of gray horses develop a cancerous tumor, melanoma, after 15 years of age. Gray horses are most at risk of this tumor than any other horse. The reason behind this risk is their genes. Ironically, the genes that give the horses their gray color are also the genes linked to the formation of melanoma. The good news is, melanoma isn’t always dangerous in the case of gray horses.