Miller Urey atmospheric assumptions where incorrect it was a spark of hope for the atheist for some time, pardon the pun.
I don't think this has anything to do with atheism. I understand that Atheists contend that there is insufficient proof that God exists to take religion seriously - this may change if what they consider to be proof is forthcoming.
Atheists may or many not go along with the theory of evolution.