In women, age and presence of other heart disease were most important in both models; the third to seventh most important variables were predicted FEV1 score (%), cystatin-C, number of treatments/medications, number of self-reported non-cancer illnesses, and presence of respiratory disease. This evidence concerns the gene CST3 and respiratory system disorder.