Prediction of Mortality in Hemodialysis Patients Using Inflammation- and Nutrition-Based Indices

<b>Background and Objectives:</b> Chronic kidney disease (CKD) and end-stage kidney disease (ESKD) are characterized by persistent inflammation, malnutrition, and immune dysfunction, all of which contribute to poor outcomes in hemodialysis (HD) patients. The C-reactive protein albumin lymphocyte (CALLY) index has been proposed as a novel biomarker that integrates these mechanisms. This study aimed to evaluate the prognostic value of the CALLY index together with established markers, including the C-reactive protein-to-albumin ratio (CAR), neutrophil-to-lymphocyte ratio (NLR), and monocyte-to-lymphocyte ratio (MLR) for all-cause mortality in HD patients. <b>Materials and Methods:</b> This retrospective cohort study was conducted on 106 patients undergoing HD. Demographic, clinical, and laboratory parameters were obtained three months after the effects of HD initiation was reviewed. <b>Results:</b> During a median follow-up of 24.5 months, 29 patients (27.3 percent) died. Non-survivors were significantly older (65.3 vs. 52.5 years, <i>p</i> < 0.001), had a higher prevalence of coronary artery disease (31 percent vs. 2.6 percent, <i>p</i> < 0.001), or shorter dialysis duration (14 vs. 27 months, <i>p</i> < 0.001). They also showed lower hemoglobin (9.2 vs. 10.1 g/dL, <i>p</i> = 0.007), creatinine (5.3 vs. 6.3 mg/dL, <i>p</i> = 0.048), and albumin levels (28 vs. 34 g/L, <i>p</i> = 0.001), as well as a higher MLR (0.329 vs. 0.254, <i>p</i> = 0.014). In multivariate analysis, age, CAR, and NLR independently predicted mortality, explaining 83.8% of the variation. ROC analysis identified age and MLR as significant predictors, with MLR showing a high negative predictive value (83.9%). The CALLY index did not demonstrate independent prognostic value. <b>Conclusions:</b> Age, CAR, NLR, and MLR were independent predictors of mortality in HD patients, whereas the CALLY index was not prognostic in this cohort. Among these markers, MLR may be a practical biomarker with strong negative predictive power. Larger prospective studies are needed to validate these findings.

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Publication Details

Journal
Journal of Personalized Medicine
Published
2025-10-13
DOI
https://doi.org/10.3390/jpm15100489
Citations
2
Primary Topic
Nutrition and Health in Aging
Type
article
Field-Weighted Citation Impact
2.33
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article

Prediction of Mortality in Hemodialysis Patients Using Inflammation- and Nutrition-Based Indices

Süleyman Akkaya, Ümit Çakmak, Özgür Merhametsiz, Nurgül Sevimli
2 citations
Journal of Personalized Medicine
Nutrition and Health in Aging
2.33
article

Prediction of Mortality in Hemodialysis Patients Using Inflammation- and Nutrition-Based Indices

Süleyman Akkaya, Ümit Çakmak, Özgür Merhametsiz, Nurgül Sevimli
article en
2 citations

Abstract

<b>Background and Objectives:</b> Chronic kidney disease (CKD) and end-stage kidney disease (ESKD) are characterized by persistent inflammation, malnutrition, and immune dysfunction, all of which contribute to poor outcomes in hemodialysis (HD) patients. The C-reactive protein albumin lymphocyte (CALLY) index has been proposed as a novel biomarker that integrates these mechanisms. This study aimed to evaluate the prognostic value of the CALLY index together with established markers, including the C-reactive protein-to-albumin ratio (CAR), neutrophil-to-lymphocyte ratio (NLR), and monocyte-to-lymphocyte ratio (MLR) for all-cause mortality in HD patients. <b>Materials and Methods:</b> This retrospective cohort study was conducted on 106 patients undergoing HD. Demographic, clinical, and laboratory parameters were obtained three months after the effects of HD initiation was reviewed. <b>Results:</b> During a median follow-up of 24.5 months, 29 patients (27.3 percent) died. Non-survivors were significantly older (65.3 vs. 52.5 years, <i>p</i> < 0.001), had a higher prevalence of coronary artery disease (31 percent vs. 2.6 percent, <i>p</i> < 0.001), or shorter dialysis duration (14 vs. 27 months, <i>p</i> < 0.001). They also showed lower hemoglobin (9.2 vs. 10.1 g/dL, <i>p</i> = 0.007), creatinine (5.3 vs. 6.3 mg/dL, <i>p</i> = 0.048), and albumin levels (28 vs. 34 g/L, <i>p</i> = 0.001), as well as a higher MLR (0.329 vs. 0.254, <i>p</i> = 0.014). In multivariate analysis, age, CAR, and NLR independently predicted mortality, explaining 83.8% of the variation. ROC analysis identified age and MLR as significant predictors, with MLR showing a high negative predictive value (83.9%). The CALLY index did not demonstrate independent prognostic value. <b>Conclusions:</b> Age, CAR, NLR, and MLR were independent predictors of mortality in HD patients, whereas the CALLY index was not prognostic in this cohort. Among these markers, MLR may be a practical biomarker with strong negative predictive power. Larger prospective studies are needed to validate these findings.

Journal of Personalized MedicineVol. 15(10)
Istanbul Yeni Yüzyıl University (TR), Sağlık Bilimleri Üniversitesi (TR), Diyarbakır Gazi Yaşargil Eğitim ve Araştırma Hastanesi (TR), Antalya IVF (TR)
Openalex Percentile: Top 10%
Nutrition and Health in Aging
2.33
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