Multi-Marker Evaluation of Creatinine, Cystatin C and β2-Microglobulin for GFR Estimation in Stage 3–4 CKD Using the 2021 CKD-EPI Equations
Chronic kidney disease (CKD) is a progressive disease in which accurate estimation of glomerular filtration rate (GFR) is essential for staging and guiding therapy. Serum creatinine is widely used but influenced by non-renal factors, while cystatin C and β2-microglobulin (β2M) may provide complementary information related to filtration and tubular or inflammatory factors. This study compared the discriminatory performance of creatinine, cystatin C and β2M for separating CKD stage 3 from stage 4 within the 2021 CKD-EPI eGFR framework in 45 adults with CKD stages 3-4. CKD stage classification was defined using the 2021 CKD-EPI creatinine and creatinine-cystatin C equations (eGFRcr, eGFRcr-cys) with a threshold of 30 mL/min/1.73 m<sup>2</sup>. Receiver operating characteristic (ROC) analysis evaluated each marker's ability to distinguish moderate from severe CKD. Creatinine showed high diagnostic accuracy (AUC up to 0.98). Cystatin C achieved 100% specificity at the optimal cut-off for severe CKD and showed comparable diagnostic accuracy to creatinine under the eGFRcr-cys framework (AUC 0.978 vs. 0.957). β2M demonstrated AUCs up to 0.97, with sensitivity and specificity above 90%. These findings support a multi-marker evaluation within the 2021 CKD-EPI-based staging, rather than validation against measured GFR. Larger studies incorporating measured GFR and relevant clinical confounders are warranted.
Authors
- Hassan Noor (ORCID: https://orcid.org/0000-0002-0118-2219)
- Nurulamin Abu Bakar (ORCID: https://orcid.org/0000-0001-6818-7973)
- Siti Nurwani Ahmad Ridzuan (ORCID: https://orcid.org/0009-0002-2800-4188)
- Anasufiza Habib (ORCID: https://orcid.org/0000-0001-5529-5115)
- Izatus Shima Taib
- Nurul Izzati Hamzan
- Zariyantey Abdul Hamid
Institutions
- University Kebangsaan Malaysia Medical Centre (MY)
- Institute for Medical Research (MY)
- National University of Malaysia (MY)
Publication Details
- Journal
- International Journal of Molecular Sciences
- Published
- 2026-01-15
- DOI
- https://doi.org/10.3390/ijms27020862
- Citations
- 1
- Primary Topic
- Chronic Kidney Disease and Diabetes
- Type
- article
- Field-Weighted Citation Impact
- 34.94