there are 2 schools of thought behind this. If your goal is fat loss, some people say fasted cardio is an effective tool. others say it isnt, and could force you into a catabolic state (burning muscle). There is science that backs both claims.
I personally never wake up early enough to ever have done any of my own research in this area.
If your goal isnt fat loss at all, then eat up.