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Updated: Mar 5, 2026

A High-throughput Method for Measurement of Glomerular Filtration Rate in Conscious Mice
Published on: May 10, 2013
Measured glomerular filtration rate does not improve prediction of mortality by cystatin C and creatinine
Per-Ola Sundin1, Per Sjöström1, Ian Jones1
1School of Medical Sciences, Örebro University, SE 701 82 Örebro, Sweden.
Insights
Cystatin C and creatinine levels independently predict mortality risk, even beyond measured glomerular filtration rate (mGFR). Combining these markers offers a more precise assessment than mGFR alone.
Area of Science:
- Nephrology
- Clinical Chemistry
- Epidemiology
Background:
- Cystatin C may offer insights into mortality beyond glomerular filtration rate (GFR).
- Assessing cystatin C's independent association with mortality is limited by multicollinearity with GFR markers.
- Previous studies have not firmly established cystatin C's independent prognostic value.
Purpose of the Study:
- To assess the association between cystatin C and mortality, independent of measured GFR (mGFR).
- To evaluate the combined utility of cystatin C and creatinine in predicting mortality risk.
Main Methods:
- Cox regression analysis was employed.
- The study included 1157 individuals referred for plasma clearance of iohexol assessment.
- Cystatin C and creatinine were analyzed as cystatin C - 1 and creatinine - 1 to account for their inverse relationship with mGFR.
Main Results:
- Higher cystatin C concentration (lower cystatin C - 1) and lower creatinine concentration (higher creatinine - 1) were independently associated with increased mortality after mGFR adjustment.
- The independence of these associations was supported by nested model comparisons, mitigating multicollinearity concerns.
- A combined model of cystatin C - 1 and creatinine - 1 explained the largest proportion of variance in mortality risk (R² = 0.61), outperforming models including mGFR.
Conclusions:
- Both creatinine and cystatin C demonstrate independent associations with mortality, not fully explained by mGFR.
- Measured GFR does not provide a more precise mortality risk assessment compared to combining cystatin C and creatinine.
Background:
Cystatin C may add explanatory power for associations with mortality in combination with other filtration markers, possibly indicating pathways other than glomerular filtration rate (GFR). However, this has not been firmly established since interpretation of associations independent of measured GFR (mGFR) is limited by potential multicollinearity between markers of GFR. The primary aim of this study was to assess associations between cystatin C and mortality, independent of mGFR. A secondary aim was to evaluate the utility of combining cystatin C and creatinine to predict mortality risk.
Methods:
Cox regression was used to assess the associations of cystatin C and creatinine with mortality in 1157 individuals referred for assessment of plasma clearance of iohexol.
Results:
Since cystatin C and creatinine are inversely related to mGFR, cystatin C - 1 and creatinine - 1 were used. After adjustment for mGFR, lower cystatin C - 1 (higher cystatin C concentration) and higher creatinine - 1 (lower creatinine concentration) were independently associated with increased mortality. When nested models were compared, avoiding the potential influence of multicollinearity, the independence of the associations was supported. Among models combining the markers of GFR, adjusted for demographic factors and comorbidity, cystatin C - 1 and creatinine - 1 combined explained the largest proportion of variance in associations with mortality risk ( R 2 = 0.61). Addition of mGFR did not improve the model.
Conclusions:
Our results suggest that both creatinine and cystatin C have independent associations with mortality not explained entirely by mGFR and that mGFR does not offer a more precise mortality risk assessment than these endogenous filtration markers combined.
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