COL1A1 and Renal atrophy: In a recent paper focusing on a 29-peptide classifier (five of which were col1a1 peptides) to evaluate interstitial fibrosis and renal atrophy in a non-invasive approach [42], three urinary col1a1 peptides were reported to negatively correlate with interstitial fibrosis and renal atrophy.