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Relationship of Estimated GFR and Albuminuria to Concurrent Laboratory Abnormalities: An Individual Participant Data
Lesley A Inker1, Morgan E Grams2, Andrew S Levey1
1Division of Nephrology, Tufts Medical Center, Boston, MA.
Insights
Lower estimated glomerular filtration rate (eGFR) strongly correlates with multiple laboratory abnormalities in chronic kidney disease (CKD) patients. This finding may aid in managing diverse CKD patient populations.
Area of Science:
- Nephrology
- Clinical Chemistry
- Epidemiology
Background:
- Chronic kidney disease (CKD) involves kidney function disruptions.
- Existing staging frameworks for CKD include estimated glomerular filtration rate (eGFR) and albuminuria.
- The relationship between CKD stage and specific laboratory abnormalities requires further investigation.
Purpose of the Study:
- To examine the association between CKD staging parameters (eGFR and albuminuria) and various laboratory abnormalities.
- To determine if these associations differ based on the CKD staging framework used.
Main Methods:
- Individual participant-level data from 17 CKD cohorts and 38 general population/high-risk cohorts were analyzed.
- Linear and logistic regression models assessed associations between eGFR/albuminuria and laboratory results/hypertension.
- Results were pooled using random-effects meta-analyses.
Main Results:
- A strong, graded association was observed between lower eGFR and multiple laboratory abnormalities.
- Lower eGFR demonstrated significantly higher odds of abnormalities compared to higher eGFR.
- Albuminuria showed weaker or equivocal associations with these laboratory abnormalities.
Conclusions:
- Lower eGFR is a robust predictor of multiple laboratory abnormalities in CKD.
- Understanding these risk associations can inform clinical management strategies for CKD patients.
- The findings highlight the importance of eGFR in identifying patients with potential complications.
Rationale & Objective:
Chronic kidney disease (CKD) is complicated by abnormalities that reflect disruption in filtration, tubular, and endocrine functions of the kidney. Our aim was to explore the relationship of specific laboratory result abnormalities and hypertension with the estimated glomerular filtration rate (eGFR) and albuminuria CKD staging framework.
Study Design:
Cross-sectional individual participant-level analyses in a global consortium.
Setting & Study Populations:
17 CKD and 38 general population and high-risk cohorts.
Selection Criteria For Studies:
Cohorts in the CKD Prognosis Consortium with data for eGFR and albuminuria, as well as a measurement of hemoglobin, bicarbonate, phosphorus, parathyroid hormone, potassium, or calcium, or hypertension.
Data Extraction:
Data were obtained and analyzed between July 2015 and January 2018.
Analytical Approach:
We modeled the association of eGFR and albuminuria with hemoglobin, bicarbonate, phosphorus, parathyroid hormone, potassium, and calcium values using linear regression and with hypertension and categorical definitions of each abnormality using logistic regression. Results were pooled using random-effects meta-analyses.
Results:
The CKD cohorts (n=254,666 participants) were 27% women and 10% black, with a mean age of 69 (SD, 12) years. The general population/high-risk cohorts (n=1,758,334) were 50% women and 2% black, with a mean age of 50 (16) years. There was a strong graded association between lower eGFR and all laboratory result abnormalities (ORs ranging from 3.27 [95% CI, 2.68-3.97] to 8.91 [95% CI, 7.22-10.99] comparing eGFRs of 15 to 29 with eGFRs of 45 to 59mL/min/1.73m2), whereas albuminuria had equivocal or weak associations with abnormalities (ORs ranging from 0.77 [95% CI, 0.60-0.99] to 1.92 [95% CI, 1.65-2.24] comparing urinary albumin-creatinine ratio > 300 vs < 30mg/g).
Limitations:
Variations in study era, health care delivery system, typical diet, and laboratory assays.
Conclusions:
Lower eGFR was strongly associated with higher odds of multiple laboratory result abnormalities. Knowledge of risk associations might help guide management in the heterogeneous group of patients with CKD.
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