Academia is hostile to difference, period. So, I have to wonder if what you experienced has nothing to do with "transgender." As others have put forward, perhaps you would do better to insert some philosophy and challange the label "transgender." For ezample: https://medium.com/p/the-problem-with-the-transgender-label-64f822db4aea