Characterization of residual kidney function in chronic hemodialysis patients using plasma metabolomics
In dialysis, preservation of residual kidney function (RKF) is associated with a favorable prognosis. We aimed to identify differences in plasma metabolites depending on the presence of RKF and to evaluate whether a subset of biomarkers could assist in classifying RKF. A prospective study was conducted among chronic hemodialysis (HD) patients in Geneva, Switzerland. Presence of significant RKF was defined as residual clearance of urea (KRU) ≥ 2 mL/min on 24 h urine collection. A total of 89 a priori selected plasma metabolites were analyzed by liquid chromatography-mass spectrometry. We included 136 patients, 54 with KRU ≥ 2 mL/min (40%) and 82 (60%) with KRU < 2 mL/min. The overall metabolic profile strongly differed between patients with and without significant RKF, despite similar total (residual + dialytic) clearances. Classification based on the metabolic profile achieved a 93% accuracy to predict significant RKF at a 2 mL/min cut-off. A subset of 3 biomarkers allowed RKF classification with 87% accuracy. RKF has a decisive influence on the overall metabolic profile of HD patients, which may partly explain its clinical benefit. This provides a physiological rationale for RKF preservation in incremental HD programs, while a limited subset of metabolites could prove useful in monitoring RKF in this setting.
Authors
- Patrick Saudan (ORCID: https://orcid.org/0000-0003-4296-1435)
- Nicola Marangon (ORCID: https://orcid.org/0009-0008-0478-9965)
- Gioele Visconti (ORCID: https://orcid.org/0000-0003-2486-7744)
- Valérie Jotterand Drepper
- David Antoine Jaques (ORCID: https://orcid.org/0000-0003-3841-3049)
- Oriane Strassel (ORCID: https://orcid.org/0009-0009-3387-7056)
- Marie‐Anaïs Monat
- Sophie De Seigneux
- Belen Ponte
- Serge Rudaz
- Julien Boccard
Institutions
- University of Geneva (CH)
- HES-SO University of Applied Sciences and Arts Western Switzerland (CH)
- University Hospital of Geneva (CH)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-04-07
- DOI
- https://doi.org/10.1038/s41598-026-47357-1
- Primary Topic
- Metabolomics and Mass Spectrometry Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00