I've found that when leaving a group in the middle of Tidal Basin on Challenging, I can only do the mission on normal afterward. I select Challenging in the difficulty menu, but it stays on Normal. It fixes itself after some time, but I do not know how long. Sometimes it's a couple of hours. Sometimes it's overnight. I have not tested this with other difficulties.