The Youth Team were beaten 5-2 by Port Vale in the EFL Youth Alliance League on Tuesday.
Luke Mann and Oscar Kelly grabbed Dale's only goals of the game as they were defeated away from home.
Prior to Tuesday's defeat, the Youth Team scored nine goals in two games, picking up wins against Walsall and Accrington Stanley.
Since then, the Youth Team have seen two of their games postponed, meaning that they had to wait 17 days for Tuesday's fixture.
Lee Thorpe's side only have to wait four days this time for their next game as they travel to Carlisle United in the EFL Youth Alliance League.