It is an annual plant...If it has finished flowering discard it unless you are going to collect seed.

Nicotiana is perennial in warmer climates and an annual in colder ones. I have sometimes found that nicotianas survived winter where I am (London). I never pruned them although I removed some tatty bits, they died back to the base leaves. That was N. alata though.