transphobe

noun1

1. •
   A person who fears, hates or is prejudiced against transgender or transsexual people, or gender-nonconforming people in general; one who exhibits transphobia.

   • The object of scorn in the films are not transpersons, but the bigoted transphobes who are made to look like fools. — 1999