IL6 and chronic obstructive pulmonary disease: After applying the LOO regression approach on the combined analysis of IL-6 and 25(OH)D, IL-6 lost statistical significance (Wald test, p = 0.481), whereas 25(OH)D remained a statistically significant independent predictor of COPD severity (Wald test, p = 0.047).