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Updated: Mar 28, 2026

Measurement of Tissue Oxygenation Using Near-Infrared Spectroscopy in Patients Undergoing Hemodialysis
Published on: October 2, 2020
Association between hemoglobin variability and mortality in hemodialysis patients: a retrospective cohort study
Zhizhen Zhou1, Feng Wang2, Sisi Lin1
1School of Public Health, Zhejiang Chinese Medical University, Hangzhou, China.
Background:
Patients undergoing hemodialysis (HD) face high mortality rates. Monitoring specific laboratory parameters and their derivatives, including hemoglobin (Hb) and its variability, is crucial for improving clinical management and patient outcomes. However, the association between hemoglobin variability and mortality in HD patients remains controversial.
Methods:
A total of 652 HD patients treated at Wenzhou Traditional Chinese Medicine Hospital of Zhejiang Chinese Medical University were included based on predefined criteria. Patients were divided into survival group and death group based on mortality status during the study period for univariate analysis. Based on univariate results, the following parameters representing Hb variability (Hb-Var) were studied: Hb standard deviation (SD), Hb residual SD, Hb coefficient of variation (CV), and Hb abnormal ratio. Cut-off values for each parameter were determined using ROC curves. Patients were stratified into high-risk group and low-risk group based on these cut-off values. Survival analysis was performed using multivariable Cox regression to obtain hazard ratios (HRs) and p-values for each parameter. To ensure robustness, we repeated the same analyses in the subgroup of patients with at least 10 CBC tests.
Results:
The results of univariate analysis showed that there were statistically significant differences in age (p < 0.001), mean Hb (p = 0.002), Hb CV (p = 0.007), Hb residual SD (p < 0.001), and Hb abnormal ratio (p = 0.001). ROC curve analysis yielded the following AUC values: Mean Hb HR = 0.37 (95% CI: 0.23-0.59, p < 0.001), Hb SD HR = 1.72 (95% CI: 1.09-2.72, p = 0.019), Hb residual SD HR = 1.87 (95% CI: 1.20-2.91, p = 0.006), Hb CV HR = 2.12 (95% CI: 1.34-3.35, p = 0.001), Hb abnormal ratio HR = 2.30 (95% CI:1.43-3.69, p < 0.001). The results of the subgroup were largely similar.
Conclusion:
Hb-Var included Hb abnormal ratio, Hb residual SD and Hb CV are independent factors associated with mortality in hemodialysis patients.
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