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Published on: January 19, 2024
Predictors of anemia in a multi-ethnic chronic kidney disease population: a case-control study
Bing Chang Vincent Lau1, Kheng Yong Ong1, Chun Wei Yap1
1Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore, Singapore.
Insights
Anemia risk in chronic kidney disease (CKD) patients in Singapore is higher with advanced CKD, hematologic/respiratory disorders, and lack of iron supplements. Previous hemoglobin levels and iron intake reduce this risk.
Area of Science:
- Nephrology
- Hematology
- Epidemiology
Background:
- Anemia is a frequent complication in patients with chronic kidney disease (CKD).
- Predictors of anemia in the Singaporean CKD population remain unclear.
- Understanding these risk factors is crucial for targeted interventions.
Purpose of the Study:
- To identify predictors of anemia in non-dialysis CKD patients in Singapore.
- To determine factors associated with increased or decreased risk of developing anemia.
- To inform clinical practice and patient management strategies.
Main Methods:
- A retrospective, case-control study was conducted.
- Included non-dialysis adult CKD patients not on renal replacement therapy or ESAs.
- Collected demographic, clinical, and laboratory data; analyzed using multivariate logistic regression.
Main Results:
- Advanced CKD stage 5 (OR 16.76), hematological disorders (OR 18.61), and respiratory disorders (OR 4.54) increased anemia risk.
- Higher previous hemoglobin (OR 0.32) and iron supplementation (OR 0.44) decreased anemia risk.
- Gender and race were not significant predictors.
Conclusions:
- Anemia risk in CKD patients is significantly associated with disease severity and comorbidities.
- Iron supplementation and maintaining adequate hemoglobin levels are protective.
- Identified patient subgroups at higher risk for anemia in CKD.
Abstract:
Anemia is a common complication of chronic kidney disease (CKD). However, risk factors of anemia in CKD patients in Singapore are not well established. Hence, a retrospective, case-control study involving non-dialysis CKD patients was conducted to determine possible predictors of anemia in the local CKD population. Non-dialysis adult CKD patients, not receiving renal replacement therapy or erythropoiesis-stimulating-agents were included. Parameters collected included demographics e.g. age, sex and race; clinical data e.g. CKD stage and medical/medication histories; and laboratory data e.g. serum electrolytes, urinary and hematologic parameters. Patients were classified as anemic or non-anemic using a threshold hemoglobin level of 10 g/dL. The parameters were evaluated for their predictive value for anemia development using multivariate logistical regression and calculation of odds ratios. Statistical analyses were performed using STATA. A total of 457 patients (162 anemic and 295 non-anemic) were analysed. Multivariate analysis showed that probability of developing anemia was greater for patients with stage 5 CKD (OR 16.76, p < 0.001), with hematological disorders (OR 18.61, p < 0.001) and with respiratory disorders (OR 4.54, p = 0.004). The probability of developing anemia was lower for patients with higher previous hemoglobin concentration (OR 0.32, p < 0.001) and in those receiving iron supplements (OR 0.44, p = 0.031). Gender and race were not found to be significant predictors of anemia. Risk of anemia is increased in patients with advanced CKD, haematological disorders, respiratory disorders, and those not taking iron supplements. This study has increased our understanding of the patient subgroups at risk for anemia.
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