No, the batsman cannot be run out in this scenario.
For a batsman to be dismissed by run out, his wicket needs to be put down. What this means is defined by Law 28 of the Laws of cricket. The wicket is put down if the person holding the ball hit the stumps with his hand or arm, and provided that the ball is held in the hand or hands so used, or in the hand of the arm so used.