Food might taste different after drinking a cup of coffee.A new study published in the Journal of Food Science suggests that caffeine could impact your taste buds' ability to pick up on flavors like sugar. Researchers split participants into two groups. The first group was given decaffeinated coffee, while the second group was given regular coffee.