Related Experiment Video
Updated: May 21, 2026

A High-throughput Method for Measurement of Glomerular Filtration Rate in Conscious Mice
Published on: May 10, 2013
Estimating GFR among participants in the Chronic Renal Insufficiency Cohort (CRIC) Study
Amanda Hyre Anderson1, Wei Yang, Chi-yuan Hsu
1Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA. andersah@mail.med.upenn.edu
Insights
A new kidney function equation using serum creatinine and cystatin C accurately estimates glomerular filtration rate (GFR) in the CRIC cohort. This equation performs best in younger, healthier individuals.
Area of Science:
- Nephrology
- Renal Function Assessment
- Biomarker Development
Background:
- Glomerular filtration rate (GFR) is the optimal indicator of kidney function.
- Frequent GFR measurement is impractical for many research settings.
Purpose of the Study:
- To develop and validate an internal GFR estimating equation using readily available clinical data.
- To assess the predictive accuracy of the new equation in a diverse cohort.
Main Methods:
- A cross-sectional study of 1,433 participants in the Chronic Renal Insufficiency Cohort (CRIC) Study.
- Developed a GFR estimating equation using serum creatinine, cystatin C, age, sex, and race.
- Validated the equation against measured GFR (mGFR) via urinary (125)I-iothalamate clearance.
Main Results:
- The CRIC GFR estimating equation, incorporating serum creatinine and cystatin C, age, sex, and race, demonstrated strong predictive performance for mGFR.
- The model's accuracy was comparable to models including additional variables like bioelectrical impedance analysis phase angle.
- The equation's performance was optimal in younger, non-black, non-Hispanic individuals without diabetes and with a lower body mass index.
Conclusions:
- The CRIC GFR estimating equation provides an accurate prediction of mGFR within the CRIC cohort.
- The equation's utility is highest in younger and healthier patient populations.
- Limitations include the imperfect nature of measured GFR and lack of external validation.
Background:
Glomerular filtration rate (GFR) is considered the best measure of kidney function, but repeated assessment is not feasible in most research studies.
Study Design:
Cross-sectional study of 1,433 participants in the Chronic Renal Insufficiency Cohort (CRIC) Study (ie, the GFR subcohort) to derive an internal GFR estimating equation using a split-sample approach.
Setting & Participants:
Adults from 7 US metropolitan areas with mild to moderate chronic kidney disease; 48% had diabetes and 37% were black.
Index Test:
CRIC GFR estimating equation.
Reference Test Or Outcome:
Urinary (125)I-iothalamate clearance testing (measured GFR [mGFR]).
Other Measurements:
Laboratory measures, including serum creatinine and cystatin C, and anthropometrics.
Results:
In the validation data set, the model that included serum creatinine level, serum cystatin C level, age, sex, and race was the most parsimonious and similarly predictive of mGFR compared with a model additionally including bioelectrical impedance analysis phase angle, CRIC clinical center, and 24-hour urinary creatinine excretion. Specifically, root mean square errors for the separate models were 0.207 versus 0.202, respectively. Performance of the CRIC GFR estimating equation was most accurate for the subgroups of younger participants, men, nonblacks, non-Hispanics, those without diabetes, those with body mass index <30 kg/m(2), those with higher 24-hour urine creatinine excretion, those with lower high-sensitivity C-reactive protein levels, and those with higher mGFRs.
Limitations:
Urinary clearance of (125)I-iothalamate is an imperfect measure of true GFR; cystatin C level is not standardized to certified reference material; lack of external validation; small sample sizes limit analyses of subgroup-specific predictors.
Conclusions:
The CRIC GFR estimating equation predicts mGFR accurately in the CRIC cohort using serum creatinine and cystatin C levels, age, sex, and race. Its performance was best in younger and healthier participants.
Related Concept Videos
Drug Dosing in Renal Diseases: Estimation of Glomerular Filtration Rate Based on Serum Creatinine Concentration
Drug Dosing in Renal Diseases: Measurement of Glomerular Filtration Rate
Drug Dosing in Renal Diseases: Measurement of Serum Creatinine Concentration and Clearance
Renal Clearance
Renal clearance refers to the volume of plasma cleared of a specific substance, such as creatinine, per unit of time. To measure clearance, urine samples are collected over a 24-hour period during each bladder voiding, followed by a single blood sample at the...
Factors Affecting Renal Clearance: Renal Impairment
One condition associated with renal failure is uremia. Uremia is characterized by impaired glomerular filtration and fluid accumulation in the body. This condition hinders the renal clearance of drugs, resulting in drug accumulation and potential...
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Excretion

