Title of article :
Effect of Lipid Abnormality on CKD Progression from Moderate to Severe Stage: Application of Flexible Parametric Proportional-Hazards and Proportional-Odds Models
Author/Authors :
Ashraf Mozafari, Ali Department of Epidemiology and Biostatistics - Tehran University of Medical Science, Tehran , Mansournia, Mohammad Ali Department of Epidemiology and Biostatistics - School of Public Health - Tehran University of Medical Sciences, Tehran , Sayehmiri, Kourosh Departments of Community Medicine - Faculty of Medicine - Ilam University of Medical Sciences, Ilam , Ghiasi, Bahareh Department of Nephrology - School of Medicine - Ilam University of Medical Sciences, Ilam , Yaseri, Mehdi Department of Epidemiology and Biostatistics - School of Public Health - Tehran University of Medical Sciences, Tehran , Azami, Golnaz Faculty of Nursing and Midwifery - Ilam University of Medical Sciences, Ilam
Abstract :
Background: Lipid disorders are a well-documented risk factor for chronic kidney disease (CKD), but the impact of lipid abnormalities
in the progression of the disease remains mixed.
Objectives: The current study aimed to extend the existing knowledge about the effect of lipid disorders in disease progression
from moderate to severe stage using Flexible parametric survival models.
Methods: This retrospective cohort study included 308 moderate CKD patients who received the nephrologist follow-up visits at
the nephrology clinic, Ilam (Iran), from 2012 to 2019. The survival time was determined based on the time medically diagnosed with
moderate stages (GFR = 59 - 55 mL/min per 1.73m2) to the time of progression to the severe stage (GFR = 29 - 25 mL/min per 1.73m2)
hazard using flexible parametric survival models.
Results: In univariate analysis, high levels of TG, LDL, and cholesterol were important risk factors which affect the CKD progression.
The hazard of patients with TG > 200 mg/dL was 1.69 times higher than patients with desirable TG levels (P = 0.09). Moreover, for
patients with LDL > 160 mg/dL, the hazard was 2.12 times higher than patients with desirable LDL levels (P = 0.01). The hazard of
patients with total cholesterol levels > 240 mg/dL was 2.10 times higher than patients with desirable cholesterol levels (P = 0.003).
The adjusted model was shown to better fit the PH model. Cholesterol levels > 240 mg/dL remains a significant risk factor for CKD
progression (P = 0.03).
Conclusions: Effective treatment programs should pay closer attention to screening and treatment of hyperlipidemia in patients
diagnosed with moderate CKD.
Keywords :
Lipid Disorders , Iran , Flexible Parametric Model , Proportional Hazards Model , Proportional Odds Model
Journal title :
Iranian Red Crescent Medical Journal