Second, because the types of lung disease were heterogeneous regarding diagnoses, severity, and duration, and the number of cases with lung disease was small, an analysis of this sub-group would likely not have sufficient power to identify an association between the APOE alleles and pulmonary function. The gene discussed is APOE; the disease is lung disorder.