non-binary
Estimating the number of transgender people in New York City is difficult.
The guidebook addresses issues involving gay, lesbian, bisexual, and transgender students.
There is increasing acceptance of the transgender community.
She founded several transgender organizations, including the New York Association for Gender Rights Advocacy.
transgender
noun[ C ]
 offensiveuk /trænzˈdʒen.dər/ us /trænzˈdʒen.dɚ/
an offensive word for a person who is transgender

Note:

This word is usually considered offensive when used as a noun.