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

Thi Minh Nghia Nguyen1, Margarita Kondyli1,2, Harald Mischak1

  • 1Mosaiques Diagnostics GmbH, 30659 Hannover, Germany.

Insights

Urinary complement peptides, particularly from CFB and C3, offer new insights into kidney function and disease progression beyond albuminuria. These biomarkers can help identify high-risk patients for personalized chronic kidney disease management.

Area of Science:

  • Nephrology
  • Proteomics
  • Immunology

Background:

  • Complement activation is implicated in kidney diseases, but urinary peptide relevance is unclear.
  • Existing markers like albuminuria may not fully capture kidney function or prognosis.

Purpose of the Study:

  • To investigate if urinary complement-derived peptides reflect kidney function and predict progression in chronic kidney disease (CKD).
  • To assess the prognostic value of these peptides beyond traditional risk markers.

Main Methods:

  • Analysis of mass spectrometry-based urinary peptidomics data from 10,939 individuals (CKD patients and controls).
  • Identification and quantification of complement-derived peptides, focusing on CFB and C3.
  • Longitudinal analysis to assess peptide association with estimated glomerular filtration rate (eGFR) and major adverse kidney events (MAKE).
  • Machine learning models were used to evaluate the predictive performance of peptides for MAKE.

Main Results:

  • Fifty-eight complement peptides identified, mainly from CFB and C3.
  • Fifty-two peptides correlated with eGFR independently of albuminuria.
  • Eighteen peptides significantly predicted MAKE in longitudinal analysis.
  • A machine learning model incorporating these peptides improved MAKE prediction accuracy.

Conclusions:

  • Urinary complement-derived peptides provide independent, clinically relevant information on kidney function and CKD progression.
  • These peptides show potential for identifying high-risk patients and guiding personalized therapeutic strategies.

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