Although asthma is considered a chronic disease, doctors have been puzzled by its often changing nature that can makes prescribing medicine, or stopping them, tricky. A study published Tuesday in the Journal of the American Medical Association found that about one-third of adults tested for the study, who had been diagnosed with asthma in the previous five years, showed no evidence of the condition during later follow-up examinations and testing.