Wise men covet frankincense.

This isn't a Christmas story, but a market reality as the trees that produce the amber-colored resin are increasingly endangered, which could drive up prices for a product already in high demand.

At the Top of Texas Catholic Superstore in Amarillo, owner Moneisa Thompson said she noticed one-ounce packages of frankincense...