So, I just caught up and there is probably going to be a new chapter very soon, but here are my thoughts on who it is.
It cannot be Nino because of the fact that she had a chance to kiss Uesugi earlier but chose not to because she still looked like Itsuki.
It cannot be Mikubecause she wants to...