Baseline and longitudinal determinants of survival in end-stage renal disease: A joint longitudinal–survival analysis

ABSTRACT Introduction: Evidence remains limited regarding how repeated biomarker measurements influence survival in individuals with end-stage renal disease (ESRD). This study examined the prognostic role of both baseline biomarker levels and their longitudinal patterns in ESRD patients. Materials and Methods: This retrospective cohort included maintenance hemodialysis patients from Shahid Ayatollah Ashrafi Esfahani Hospital, Tehran, Iran, with at least 3 months of dialysis history. Cox regression assessed baseline predictors, while a joint longitudinal–survival model evaluated repeated albumin, hemoglobin, Kt/V, and urea reduction ratio (URR) measurements in relation to survival. Results: Overall, 330 ESRD patients were analyzed, with a mean age of 55.63 ± 15.57 years. In the joint model, each one-unit increase in the estimated current value of albumin, hemoglobin, Kt/V, and URR was linked to a lower risk of mortality over follow-up, with hazard ratios of 0.996 ( P = 0.009), 0.999 ( P = 0.015), 0.994 ( P = 0.039), and 0.988 ( P = 0.043), respectively. In Cox regression, higher white blood cell count increased mortality risk (Hazard ratio [HR]: 1.09, P = 0.025), whereas higher baseline log-ferritin, hemoglobin, and URR reduced risk, with HRs of 0.83 ( P = 0.042), 0.85 ( P < 0.001), and 0.13 ( P = 0.035), respectively. Conclusions: The current study showed that longitudinal changes in markers such as albumin, hemoglobin, Kt/V, and URR may be important predictors of survival in patients with ESRD. Evaluation of baseline marker levels, along with longitudinal changes, nutritional status, age, and body mass index, may be important for determining survival among patients with ESRD.

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Publication Details

Journal
Saudi Journal of Kidney Diseases and Transplantation
Published
2026-10-14
DOI
https://doi.org/10.4103/sjkdt.sjkdt_204_22
Primary Topic
Dialysis and Renal Disease Management
Type
article
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article

Baseline and longitudinal determinants of survival in end-stage renal disease: A joint longitudinal–survival analysis

Fatemeh Yasari, Mehdi Azizmohammad Looha, Abolghasem Shokri, Soheila Khodakarim et al.
Saudi Journal of Kidney Diseases and Transplantation
Dialysis and Renal Disease Management
article

Baseline and longitudinal determinants of survival in end-stage renal disease: A joint longitudinal–survival analysis

Fatemeh Yasari, Mehdi Azizmohammad Looha, Abolghasem Shokri, Soheila Khodakarim, Maryam Kazemi, Abbas Alipour, Neda Mohammadhasanshirazi
article en

Abstract

ABSTRACT Introduction: Evidence remains limited regarding how repeated biomarker measurements influence survival in individuals with end-stage renal disease (ESRD). This study examined the prognostic role of both baseline biomarker levels and their longitudinal patterns in ESRD patients. Materials and Methods: This retrospective cohort included maintenance hemodialysis patients from Shahid Ayatollah Ashrafi Esfahani Hospital, Tehran, Iran, with at least 3 months of dialysis history. Cox regression assessed baseline predictors, while a joint longitudinal–survival model evaluated repeated albumin, hemoglobin, Kt/V, and urea reduction ratio (URR) measurements in relation to survival. Results: Overall, 330 ESRD patients were analyzed, with a mean age of 55.63 ± 15.57 years. In the joint model, each one-unit increase in the estimated current value of albumin, hemoglobin, Kt/V, and URR was linked to a lower risk of mortality over follow-up, with hazard ratios of 0.996 ( P = 0.009), 0.999 ( P = 0.015), 0.994 ( P = 0.039), and 0.988 ( P = 0.043), respectively. In Cox regression, higher white blood cell count increased mortality risk (Hazard ratio [HR]: 1.09, P = 0.025), whereas higher baseline log-ferritin, hemoglobin, and URR reduced risk, with HRs of 0.83 ( P = 0.042), 0.85 ( P < 0.001), and 0.13 ( P = 0.035), respectively. Conclusions: The current study showed that longitudinal changes in markers such as albumin, hemoglobin, Kt/V, and URR may be important predictors of survival in patients with ESRD. Evaluation of baseline marker levels, along with longitudinal changes, nutritional status, age, and body mass index, may be important for determining survival among patients with ESRD.

Saudi Journal of Kidney Diseases and Transplantation
Shiraz University of Medical Sciences (IR), University of Tehran (IR), Masih Daneshvari Hospital (IR), Research Institute for Gastroenterology and Liver Diseases (IR), Illinois State University (US), Shahid Beheshti University (IR), Shahid Beheshti University of Medical Sciences (IR), Mazandaran University of Medical Sciences (IR)
Openalex Percentile: Top 12%
Dialysis and Renal Disease Management
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