Sprung weight vs unsprung weight.

Unsprung mass' affects on acceleration would mostly come into play when the unsprung mass in question is located in the rotating portions of the system. So the rotational inertia of the wheels, tires, brakes all play a major role in how the car accelerates...these things all require work (energy) to get spinning.