For as long as I remember, I have no significant sense of smell. I havent smelled gas leaks, bacon, coffee, flowers, etc. I had Scarlet Fever when I was a kid, and I was told I lost my sense of smell right after. Can an infection cause permanent loss of smell? What else causes you to lose your sense of smell?