What to do when a recommender for an already-submitted PhD admissions application suddenly goes AWOL?

What does an applicant for admissions in a PhD program do if a recommender put down on an already-submitted application suddenly goes AWOL and does not submit his letter of recommendation? Would a missing letter of recommendation completely disqualify the applicant, or does the admissions committee try to make contact with the AWOL recommender?