Can a DUI case get dismissed if the officer had no cause to pull you over?
Yes, but it is unlikely that the officer lacked cause. The officer does not need probable cause to believe you were drunk, although that would certainly be enough. He could pull you over for any violation. For example, missing license plate, illegal tint, burnt out light, fail to signal, speed violation, etc.