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Updated: May 29, 2026

Transdermal Measurement of Glomerular Filtration Rate in Mice
Published on: October 21, 2018
Measured GFR does not outperform estimated GFR in predicting CKD-related complications
Chi-yuan Hsu1, Kathleen Propert, Dawei Xie
1Division of Nephrology, Department of Medicine, University of California, San Francisco, San Francisco, CA 94143-0532, USA. hsuchi@medicine.ucsf.edu
Insights
Iothalamate-measured glomerular filtration rate (GFR) is not consistently better than estimated GFR (eGFR) at reflecting chronic kidney disease (CKD) complications. The association strength varies by comorbidity, challenging the "gold standard" view of iGFR.
Area of Science:
- Nephrology
- Clinical Chemistry
- Epidemiology
Background:
- Glomerular filtration rate (GFR) is crucial for managing chronic kidney disease (CKD) and its complications.
- Iothalamate-measured GFR (iGFR) is often considered superior to equation-estimated GFR (eGFR).
- The clinical utility of iGFR versus eGFR in relation to CKD comorbidities remains unclear.
Purpose of the Study:
- To compare the clinical utility of iGFR and eGFR in assessing CKD-associated comorbidities.
- To determine the association strength between different GFR measures and CKD complications.
Main Methods:
- Cross-sectional analysis of 1214 participants from the Chronic Renal Insufficiency Cohort (CRIC) Study.
- Assessed associations between iGFR, eGFR estimated from serum creatinine (eGFR_Cr), and eGFR estimated from cystatin C (eGFR_cysC) with CKD complications.
- Compared the discriminative ability of each GFR measure for specific comorbidities.
Main Results:
- No GFR measure strongly associated with all CKD complications.
- iGFR showed better discrimination for anemia and hemoglobin levels compared to eGFR_Cr and eGFR_cysC.
- eGFR_Cr and eGFR_cysC demonstrated better discrimination for hyperphosphatemia and phosphorus levels than iGFR.
- iGFR and eGFR showed similar associations with hyperkalemia and metabolic acidosis.
Conclusions:
- Iothalamate-measured GFR is not consistently superior to equation-based estimations for explaining CKD-related comorbidities.
- The findings challenge the conventional view of iGFR as the definitive "gold standard" for kidney function assessment.
- Clinical utility of different GFR measures varies depending on the specific CKD complication being evaluated.
Abstract:
Although many assume that measurement of glomerular filtration rate (GFR) using a marker such as iothalamate (iGFR) is superior to equation-estimated GFR (eGFR), each of these methods has distinct disadvantages. Because physicians often use renal function to guide the screening for various CKD-associated complications, one method to compare the clinical utility of iGFR and eGFR is to determine the strength of their association with CKD-associated comorbidities. Using a subset of 1214 participants in the Chronic Renal Insufficiency Cohort (CRIC) Study, we determined the cross-sectional associations between known complications of CKD and iGFR, eGFR estimated from serum creatinine (eGFR_Cr), and eGFR estimated from cystatin C (eGFR_cysC). We found that none of the measures of renal function strongly associated with CKD complications and that the relative strengths of associations varied according to the outcome of interest. For example, iGFR demonstrated better discrimination than eGFR_Cr and eGFR_cysC for outcomes of anemia and hemoglobin concentration; however, both eGFR_Cr and eGFR_cysC demonstrated better discrimination than iGFR for outcomes of hyperphosphatemia and phosphorus level. iGFR and eGFR had similar strengths of association with hyperkalemia/potassium level and with metabolic acidosis/bicarbonate level. In conclusion, iothalamate measurement of GFR is not consistently superior to equation-based estimations of GFR in explaining CKD-related comorbidities. These results raise questions regarding the conventional view that iGFR is the "gold standard" measure of kidney function.
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