The Hatters have lost their appeal against the severity of Alex Wall's suspension following his red card against Wrexham on Friday night.
The young striker was dismissed for a high-footed challenge on Wrexham's Neil Ashton with 10 minutes to go in the televised fixture.
Wall will now serve a three-match ban with immediate effect.