Exploratory Analysis of the C-Reactive Protein–Albumin–Lymphocyte Index and Progression-Free Survival in Early-Stage Classical Hodgkin Lymphoma

An easily accessible biomarker to predict early relapse in early-stage classical Hodgkin lymphoma (cHL) remains an unmet clinical need, and this study explored whether the C-reactive protein–albumin–lymphocyte (CALLY) index provides prognostic information in this setting. Ninety-three patients with early-stage cHL treated with doxorubicin, bleomycin, vinblastine, and dacarbazine between January 2010 and November 2024 were analyzed retrospectively. The CALLY index was calculated as (albumin × lymphocyte count) / C-reactive protein, and its prognostic performance was assessed using receiver operating characteristic analysis, Kaplan–Meier analysis, and Cox regression. Incremental value was assessed using Harrell's concordance index, time-dependent area under the curve, and integrated discrimination improvement, and these indices were compared with the neutrophil-to-lymphocyte, platelet-to-lymphocyte, and lymphocyte-to-monocyte ratios, the Prognostic Nutritional Index, and the International Prognostic Score. Median follow-up was 71 months, and 19 progression-free survival events occurred. The optimal cut-off was 5.87. Five-year progression-free survival was 58.7% versus 94.2% for low versus high values (p<0.001) and 52.6% versus 82.4% within the unfavorable subgroup (p=0.023). A low index was independently associated with worse progression-free survival (hazard ratio 3.44, 95% confidence interval 1.09–10.89, p=0.036) and adding it to the favorable/unfavorable classification improved discrimination (concordance index 0.745 to 0.807; time-dependent area under the curve at 60 months 0.767 to 0.846, p=0.030). The CALLY index showed the highest concordance index among the markers examined, although it significantly exceeded only the International Prognostic Score. Overall survival did not differ. A low pre-treatment CALLY index was therefore associated with shorter progression-free survival in early-stage cHL; this hypothesis-generating finding requires external and positron-emission-tomography-adapted validation.

Authors

Institutions

Publication Details

Journal
Uludağ Üniversitesi Tıp Fakültesi Dergisi
Published
2026-09-18
DOI
https://doi.org/10.32708/uutfd.2006084
Primary Topic
Inflammatory Biomarkers in Disease Prognosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Exploratory Analysis of the C-Reactive Protein–Albumin–Lymphocyte Index and Progression-Free Survival in Early-Stage Classical Hodgkin Lymphoma

Bedrettin Orhan, Tuba Güllü Koca, Sinem Çubukçu, Nizameddin Koca et al.
Uludağ Üniversitesi Tıp Fakültesi Dergisi
Inflammatory Biomarkers in Disease Prognosis
article

Exploratory Analysis of the C-Reactive Protein–Albumin–Lymphocyte Index and Progression-Free Survival in Early-Stage Classical Hodgkin Lymphoma

Bedrettin Orhan, Tuba Güllü Koca, Sinem Çubukçu, Nizameddin Koca, Vildan Gürsoy, Tuba Ersal, Fazıl Çağrı Hunutlu, Ömer Candar, İbrahim Ethem Pınar, Fahir Özkalemkaş, Vildan Özkocaman, Azi Ali Ekizoğlu
article en

Abstract

An easily accessible biomarker to predict early relapse in early-stage classical Hodgkin lymphoma (cHL) remains an unmet clinical need, and this study explored whether the C-reactive protein–albumin–lymphocyte (CALLY) index provides prognostic information in this setting. Ninety-three patients with early-stage cHL treated with doxorubicin, bleomycin, vinblastine, and dacarbazine between January 2010 and November 2024 were analyzed retrospectively. The CALLY index was calculated as (albumin × lymphocyte count) / C-reactive protein, and its prognostic performance was assessed using receiver operating characteristic analysis, Kaplan–Meier analysis, and Cox regression. Incremental value was assessed using Harrell's concordance index, time-dependent area under the curve, and integrated discrimination improvement, and these indices were compared with the neutrophil-to-lymphocyte, platelet-to-lymphocyte, and lymphocyte-to-monocyte ratios, the Prognostic Nutritional Index, and the International Prognostic Score. Median follow-up was 71 months, and 19 progression-free survival events occurred. The optimal cut-off was 5.87. Five-year progression-free survival was 58.7% versus 94.2% for low versus high values (p<0.001) and 52.6% versus 82.4% within the unfavorable subgroup (p=0.023). A low index was independently associated with worse progression-free survival (hazard ratio 3.44, 95% confidence interval 1.09–10.89, p=0.036) and adding it to the favorable/unfavorable classification improved discrimination (concordance index 0.745 to 0.807; time-dependent area under the curve at 60 months 0.767 to 0.846, p=0.030). The CALLY index showed the highest concordance index among the markers examined, although it significantly exceeded only the International Prognostic Score. Overall survival did not differ. A low pre-treatment CALLY index was therefore associated with shorter progression-free survival in early-stage cHL; this hypothesis-generating finding requires external and positron-emission-tomography-adapted validation.

Uludağ Üniversitesi Tıp Fakültesi DergisiVol. 52
Bursa Uludağ Üni̇versi̇tesi̇ (TR), Bursa Technical University (TR), Ali Osman Sonmez Oncology Hospital (TR), Bursa Yuksek Ihtisas Egitim Ve Arastirma Hastanesi (TR), University of Health Sciences Antigua (AG)
Openalex Percentile: Top 14%
Inflammatory Biomarkers in Disease Prognosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.