Increase the serum concentration; anchor the spheroids to a stiff substrate/surface; treat with antioxidants; grow in a co-culture with feeder layer cells; use high glucose in your media.
These are very generic ways to increase proliferation that may conflict with your study, but are otherwise possibilities. Good luck!