Importantly, SP-B and COL1A1 have biologically plausible associations with lung structure and function [36, 37], which are consistent with the postnatal lung function changes associated with maternal vitamin D deficiency [17, 18]. The gene discussed is COL1A1; the disease is vitamin D deficiency.