quick answer is yes, yes you will, so it is generally a case of setting your goals, so what are your goals, if it running then the extra weight would just be a hinderance anyway.
If you want the long scientific answer i will get it for you, but basically the body brakes down the muscle for fuel when it has depleted it's other stores of preferable sources