It appears to depend in part on age. For example, in a study of 2,677 people with unexplained weight loss whose average age was 64, cancer was most often responsible. A similar study of people 65 and older homed in on nonmalignant causes, including diminished sense of taste and appetite due to medication.Still other research has found up to a quarter of cases of unintentional weight loss can't be explained.