Association of Urinary Complement Peptides with Kidney Function and Progression of Kidney Disease

Complement activation has been implicated in many kidney diseases, but it remains unclear whether urinary complement-derived peptides reflect kidney function beyond albuminuria and predict disease progression. We analyzed mass spectrometry-based urinary peptidomics data from 10,939 individuals with chronic kidney disease and healthy controls. Fifty-eight complement-derived peptides were identified, predominantly from complement factor B (CFB) and C3. Of these, fifty-two were significantly related to estimated glomerular filtration rate (eGFR) independently of albuminuria, mostly inversely. Several C3- and CFB-derived peptides were also associated with specific kidney disease etiologies. In a longitudinal analysis of 3964 individuals (median follow-up 2.91 years), 18 of these peptides were significantly related to a major adverse kidney event (MAKE, defined as ≥40% eGFR decline, end-stage kidney disease or death) after adjustment for clinical covariates, indicating prognostic information beyond traditional risk markers. In the independent test cohort, combining these peptides in a machine learning-based model and adding the resulting risk score to clinical parameters significantly improved MAKE prediction (AUC 0.801 vs. 0.778, <i>p</i> = 0.031). Thus, urinary complement-derived peptides provide independent and clinically relevant information on kidney function and disease progression, supporting their potential value in the identification of high-risk patients and guiding more personalized therapy.

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Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-02-19
DOI
https://doi.org/10.3390/ijms27041982
Primary Topic
Complement system in diseases
Type
article
Field-Weighted Citation Impact
0.00

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article

Association of Urinary Complement Peptides with Kidney Function and Progression of Kidney Disease

Felix Keller, Thi Minh Nghia Nguyen, Margarita Kondyli, Joachim Beige et al.
International Journal of Molecular Sciences
Complement system in diseases
article

Association of Urinary Complement Peptides with Kidney Function and Progression of Kidney Disease

Felix Keller, Thi Minh Nghia Nguyen, Margarita Kondyli, Joachim Beige, Harald Mischak, Justyna Siwy, Agnieszka Latosinska
article en

Abstract

Complement activation has been implicated in many kidney diseases, but it remains unclear whether urinary complement-derived peptides reflect kidney function beyond albuminuria and predict disease progression. We analyzed mass spectrometry-based urinary peptidomics data from 10,939 individuals with chronic kidney disease and healthy controls. Fifty-eight complement-derived peptides were identified, predominantly from complement factor B (CFB) and C3. Of these, fifty-two were significantly related to estimated glomerular filtration rate (eGFR) independently of albuminuria, mostly inversely. Several C3- and CFB-derived peptides were also associated with specific kidney disease etiologies. In a longitudinal analysis of 3964 individuals (median follow-up 2.91 years), 18 of these peptides were significantly related to a major adverse kidney event (MAKE, defined as ≥40% eGFR decline, end-stage kidney disease or death) after adjustment for clinical covariates, indicating prognostic information beyond traditional risk markers. In the independent test cohort, combining these peptides in a machine learning-based model and adding the resulting risk score to clinical parameters significantly improved MAKE prediction (AUC 0.801 vs. 0.778, <i>p</i> = 0.031). Thus, urinary complement-derived peptides provide independent and clinically relevant information on kidney function and disease progression, supporting their potential value in the identification of high-risk patients and guiding more personalized therapy.

International Journal of Molecular SciencesVol. 27(4)
Innsbruck Medical University (AT), Klinikum St. Georg (DE), Mosaiques Diagnostics and Therapeutics (Germany) (DE), KfH Kuratorium für Dialyse und Nierentransplantation (DE), Martin Luther University Halle-Wittenberg (DE), RWTH Aachen University (DE)
Bundesministerium für Bildung und Forschung, Austrian Science Fund
Good health and well-being
Openalex Percentile: Top 48%
Complement system in diseases
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