Vaginal Itch

Hello, FTM here. I'm at 15weeks now and I have vaginal itching. I went to gynae to check if I have any bacterial infection but results came out negative. I'm guessing it might just be hormones that's making my vulva area itchy. Anyone has any recommendations on how to relief these itch? It keeps me up all night sometimes.