Evidence map›Paper›PMID 40091005›Full record

ArticleClinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico2025

Prognostic utility of the CALLY index in metastatic melanoma: building a nomogram for Patients on Anti-PD-1 therapy.

Caner Acar, Haydar Çağatay Yüksel, Gökhan Şahin, Fatma Pinar Açar, Damla Gunenc, Burçak Karaca

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Article in Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Caner AcarDivision of Medical Oncology, Department of Internal Medicine, Ege University Medical Faculty, 35100, Izmir, Turkey. caner.acar@ege.edu.tr.ORCID http://orcid.org/0000-0002-9782-6807
Haydar Çağatay YükselDivision of Medical Oncology, Department of Internal Medicine, Ege University Medical Faculty, 35100, Izmir, Turkey.ORCID http://orcid.org/0000-0001-8857-2983
Gökhan ŞahinDivision of Medical Oncology, Department of Internal Medicine, Ege University Medical Faculty, 35100, Izmir, Turkey.ORCID http://orcid.org/0000-0003-1478-9383
Fatma Pinar AçarDivision of Medical Oncology, Department of Internal Medicine, Ege University Medical Faculty, 35100, Izmir, Turkey.ORCID http://orcid.org/0009-0000-2749-8732
Damla GunencDivision of Medical Oncology, Hatay Training and Research Hospital, 3100, Hatay, Turkey.ORCID http://orcid.org/0000-0002-7592-2021
Burçak KaracaDivision of Medical Oncology, Department of Internal Medicine, Ege University Medical Faculty, 35100, Izmir, Turkey.ORCID http://orcid.org/0000-0003-2638-1625

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite the success of immune checkpoint inhibitors (ICIs) in metastatic melanoma, many patients fail to derive meaningful benefit, underscoring the urgent need for accessible prognostic biomarkers. The C-reactive protein (CRP)-albumin-lymphocyte (CALLY) index, an immunonutritional index, has shown prognostic value in various cancers. Previous studies indicate that systemic inflammation and nutritional status influence ICI efficacy, suggesting the potential relevance of the CALLY index in metastatic melanoma. This study evaluates the CALLY index's role in metastatic melanoma patients treated with anti-PD-1 therapy.

methodsThis retrospective study analysed 92 patients with metastatic melanoma who were treated with anti-PD-1 monotherapy at Ege University's Faculty of Medicine between 2015 and 2023. The CALLY index was calculated using the pre-treatment CRP, albumin and lymphocyte levels. Kaplan-Meier analysis was used to estimate survival outcomes, and univariate and multivariate Cox regression models were employed to identify independent prognostic factors. A predictive nomogram incorporating the CALLY index and other significant variables was then developed.

resultsThe optimal CALLY index cutoff was determined to be 2. Patients with a low CALLY index (≤ 2) had worse median overall survival (OS) and progression-free survival (PFS) when compared with those who had a high CALLY index (> 2) (median OS: 9.6 vs 31.3 months, p < 0.001; median PFS: 3.8 vs 10.6 months, p = 0.001). Multivariate analysis identified the CALLY index, lactate dehydrogenase above the upper limit of normal, Eastern Cooperative Oncology Group score ≥ 2, M1c/M1d staging and acral/mucosal melanoma subtypes to be independent predictors of OS. A nomogram was then constructed based on these factors, yielding a concordance index of 0.705 (95% confidence interval: 0.634-0.776). This model stratified patients into low-, intermediate- and high-risk groups, with the high-risk group showing significantly worse OS than the intermediate- and the low-risk groups (p < 0.001).

conclusionThe CALLY index is a cost-effective and independent prognostic biomarker that can aid in risk stratification and guide treatment decisions in patients with metastatic melanoma receiving anti-PD-1 therapy.

Indexed as

Antineoplastic Agents, ImmunologicalImmune Checkpoint InhibitorsMelanomaSkin NeoplasmsAdultAgedAged, 80 and overAntibodies, Monoclonal, HumanizedBiomarkers, TumorC-Reactive ProteinFemaleHumansLymphocyte CountMaleMiddle AgedNeoplasm MetastasisAntibodies, Monoclonal, HumanizedAntineoplastic Agents, ImmunologicalBiomarkers, TumorC-Reactive ProteinImmune Checkpoint InhibitorsNivolumabpembrolizumabProgrammed Cell Death 1 ReceptorSerum AlbuminAnti-PD-1 therapyCALLY indexImmune checkpoint inhibitorsImmunonutritional markerMetastatic melanomaNomogramPrognostic biomarkerSurvival analysis

Identifiers

PMID40091005
PMCPMC12399701

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.