transphobe means A person who fears, hates or is prejudiced against transgender or transsexual people.
Etymology
From trans- + -phobe.
noun
- A person who fears, hates or is prejudiced against transgender or transsexual people.“The object of scorn in the films are not transpersons, but the bigoted transphobes who are made to look like fools.”