As you know smoking is not a healthy habit. So it is no benefit of smoking 
Its direct link to prostate is  that smoking squeezing vessel , so it reduces blood supply to prostate
Prostate in itself suffering of not sufficient blood supplying, so you make it worse.
Especially while you taking antibiotics - it have to be arrived to prostate and it supplied by blood.
i hope you understood my answer