Multivariable analysis of the relationship between quality of life and values of vitamin D or PTH were performed, with each analysis adjusted for age, sex, BMI, current smoking status, COPD severity, diabetes, hypertension, and chronic kidney disease. This evidence concerns the gene PTH and diabetes mellitus.