Ask if your husband's cancer doctor can recommend a therapist who deals with advanced cancer patients. Many oncologists and cancer centers have therapists on staff or who they can recommend for patients. Maybe he would agree to talk to someone, and that person might persuade him to try an antidepressant. It is worth a try. Good luck, and take care of yourself--dealing with his anguish is also hard on you.