The increased expression of MUC5B with BMI is consistent with previous observations on the role of obesity in lung function [47] since increased expression of MUC5B has been reported to mediate chronic obstructive pulmonary disease development through regulation of inflammation and goblet cell differentiation [48]. This evidence concerns the gene MUC5B and chronic obstructive pulmonary disease.