The control change lasts as long as Cytoplast Manipulator is on the battlefield. It doesn’t end if the creature loses all its +1/+1 counters, it stops being a creature, or if Cytoplast Manipulator becomes untapped.

If the ability is activated and Cytoplast Manipulator leaves the battlefield before it resolves, the ability does nothing. The target creature will remain under its current controller’s control.