Studying obesity with and without OSA, changes (unadjusted for multiple comparisons) in some peptides belonging to CDH13, FGB, COL1A1, and COL3A1 were also identified [74]. The gene discussed is COL3A1; the disease is obesity due to melanocortin 4 receptor deficiency.