Samsung galaxy E-mail App vs gmail accessed via Google App

I am receiving my hotmail on my Samsung Galaxy both in the "standard" E-mail App and also via my Gmail account (accessed via the Google App). In my Gmail, I have two additional (not hotmail) accounts. If I delete the hotmail account from my Gmail will the account also be deleted from the E-mail App.