Dolan will be in charge for the trip to Manchester United.
McAnuff said: "Eamonn and I also spoke at length and I would like to wish him the best of luck and emphasise that he has the full support of the players as we concentrate on Saturday's game.
"He is very well known by the boys and has obviously worked wonders in our Academy with so many players coming through to do well, not just here but at lots of other clubs as well.
"All of the young lads speak very highly of him and preparing for Manchester United will not faze him in any way, shape or form. He has been an integral part of the club's success over the past number of years and we will all pull together for him.
"One thing we pride ourselves on here at Reading is unity and Eamonn will no doubt focus on that moving forward together. We have nine games to go and, with our supporters alongside us, we will give it a real shot, starting on Saturday."