Furthermore, we observed a consistent and significant change in the abundance of several peptides that have been previously associated with the progression of kidney diseases, including alpha-1-antitrypsin, antithrombin-III (ATIII), CD99 antigen and uromodulin [35, 40, 41]. This evidence concerns the gene SERPINA1 and kidney disorder.