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Assessment of Vascular Function in Patients With Chronic Kidney Disease
Published on: June 16, 2014
Hematological Biomarkers in Predicting Progression and Complications of Chronic Kidney Disease Among Adult Patients
Collince Odiwuor Ogolla1, Lucy W Karani1, Stanslaus Musyoki2
1Department of Applied Health Science, School of Health Science, Kisii University, P.O. Box 408-40200, Kisii, Kenya, kisiiuniversity.ac.ke.
Insights
Hematological biomarkers like hemoglobin and neutrophil-to-lymphocyte ratio (NLR) can predict chronic kidney disease (CKD) progression. Assessing these markers aids in risk stratification and early intervention for CKD patients.
Area of Science:
- Nephrology
- Hematology
- Biomarker Discovery
Background:
- Chronic kidney disease (CKD) is a progressive condition frequently accompanied by hematological abnormalities.
- Understanding these abnormalities is crucial for managing CKD progression.
Purpose of the Study:
- To investigate the predictive value of hematological biomarkers for CKD progression and associated complications in adults.
- To assess the relationship between various hematological parameters and CKD severity.
Main Methods:
- A retrospective cross-sectional study analyzed hematological parameters (hemoglobin, RBC, WBC, platelet, NLR), comorbidities, and CKD stages.
- Statistical analyses included ANOVA, Chi-square, logistic regression, Pearson correlation, and ROC curve analysis.
Main Results:
- Anemia was prevalent (74.2%), increasing with CKD severity (p < 0.001).
- Hemoglobin and platelet counts decreased, while WBC and NLR increased with advancing CKD stages (p < 0.001).
- Hemoglobin, NLR, and platelet count independently predicted progression to CKD Stage 5. Hemoglobin (AUC: 0.81) and NLR (AUC: 0.76) showed good predictive performance.
Conclusions:
- Hemoglobin and NLR are reliable hematological biomarkers for predicting CKD progression and complications.
- Incorporating these biomarkers into CKD assessment can improve risk stratification and facilitate early interventions.
Background:
CKD is a progressive disorder that is commonly associated with hematological abnormalities.
Objective:
The objective of the study was to evaluate the role of hematological biomarkers in predicting CKD progression and related complications in adult patients.
Methods:
The retrospective cross-sectional study evaluated hematological parameters such as hemoglobin, RBC, WBC, platelet, and NLR; comorbidities; and CKD stages were recorded for analysis. Statistical analysis methods used included ANOVA, Chi-square, multiple logistic regression, Pearson correlation analyses, and ROC curve analysis. The study was conducted under strict adherence to the principles and guidelines of the Helsinki Declaration (2013).
Results:
The mean age was 56.2 ± 14.8 years, with males being 56.7%. About 70.8% of the patients were in CKD Stages 3-5. Anemia was observed in 74.2% of the patients, whose prevalence increased alongside the increase in severity of CKD (p < 0.001). There was a significant decrease in hemoglobin, RBC, and platelet counts with advancing CKD stages, whereas WBC and NLR increased (p < 0.001). Hemoglobin (OR: 0.72; p < 0.001), NLR (OR: 1.43; p = 0.006), and platelet count (OR: 0.98; p = 0.021) were independent predictors of progression to CKD Stage 5. ROC analysis yielded good results for hemoglobin (AUC: 0.81) and NLR (AUC: 0.76) in predicting CKD Stage 5. Hemoglobin and platelet-count levels were significantly correlated with eGFR (r = -0.70 and r = 0.58, respectively).
Conclusion:
The performance of hematological biomarkers, mainly hemoglobin and NLR, emerges as reliable predictor of CKD progression and complications. Their assessment as part of the CKD workup may then enhance risk stratification and early intervention.
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Chronic Kidney Disease I: Introduction
Chronic Kidney Disease II: Clinical Manifestations
Chronic Kidney Disease III: Interprofessional Care
Chronic Kidney Disease IV: Nursing Management
Acute Kidney Injury IV: Diagnostic Studies and Prevention
Acute Kidney Injury III: Clinical Manifestations

