Urinary collagen type I degradation products as common fibrosis biomarkers in chronic diseases.

Authors

Ioanna K Mina, Yaqza Hussain, Justyna Siwy, Lorenzo Catanese, Harald Rupprecht, Joachim Beige, Jan A Staessen, Jochen Metzger, Frederik Persson, Peter Rossing, Christian Delles, Joost P Schanstra, Ayman Bannaga, Antonia Vlahou, Harald Mischak, Ramesh P Arasaradnam, Agnieszka Latosinska

Published in

Molecular medicine (Cambridge, Mass.). Volume 32. Issue 1. Sep 23, 2026. Epub Sep 23, 2026.

Abstract

Fibrosis, characterised by excessive accumulation of collagen type I (COL1), is a common feature of chronic diseases, including liver diseases (LDs), chronic kidney disease (CKD) and heart failure (HF). COL1 degradation products can be detected in urine by proteomics/ peptidomics analyses and may serve as non-invasive biomarkers of fibrosis. We aimed to identify a common molecular signature of fibrosis across these diseases that may ultimately guide interventions to slow disease progression and prevent organ damage.
Using capillary electrophoresis coupled to mass spectrometry (CE-MS), naturally occurring COL1 degradation products (peptides) in the urine of patients with fibrotic disease, LDs (n = 127), CKD (n = 263) or HF (n = 187), were investigated and compared with the same number of matched controls. Disease-associated COL1 peptides were identified separately for each condition, and peptides showing consistent associations across the three diseases were selected to define a common fibrosis signature. A support vector machine model based on the selected peptides was developed and validated in independent cohorts of patients with LDs (n = 110), CKD (n = 93), HF (n = 32) and controls (n = 643).
We identified a common fibrotic signature consisting of 50 COL1 degradation products, mainly downregulated in fibrosis. A model based on these peptides achieved a strong performance, with an area under the receiver operating characteristic curve (AUC) of 0.935 (95% confidence interval (CI) 0.917-0.953, p < 0.0001) in an external validation cohort comprising pooled disease groups (LDs, CKD, and HF) and controls. Performance was maintained in LDs, CKD and HF, with AUCs of 0.917 (95% CI 0.890-0.944, p < 0.0001), 0.951 (95% CI 0.931-0.971, p < 0.0001) and 0.950 (95% CI 0.903-0.997, p < 0.0001), respectively. The model scores were significantly associated with fibrosis stage in LDs (p = 0.0097) and with interstitial fibrosis and tubular atrophy in CKD (p = 0.045).
A model of urinary COL1 peptides captures a shared collagen degradation signature across organs and diseases, enabling the non-invasive assessment of fibrosis irrespective of its origin. As these peptides exclusively reflect collagen degradation, the findings suggest impaired collagen degradation as a driver in fibrosis. Future clinical studies are warranted to evaluate the utility of this model for early fibrosis detection and earlier implementation of anti-fibrotic interventions.

PMID:
42778889
Bibliographic data and abstract were imported from PubMed on 24 Sep 2026.

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