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.
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.
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.
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.
Who cites it
15 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Controlling nutritional status score predicts clinical outcome in cancer patients treated with immune checkpoint inhibitor: a systematic review and meta-analysis.Frontiers in immunology · 2026Pooled it
- Deciphering the potential of the C-reactive protein-albumin-lymphocyte index as a prognostic biomarker in malignancy: a systematic review and meta-analysis.Frontiers in oncology · 2026Pooled it
- Mechanisms of traditional Chinese medicine in enhancing the efficacy and reducing the toxicity of immune checkpoint inhibitorsJournal of enzyme inhibition and medicinal chemistry · 2026Review
- The CALLY Index for Unresectable or Recurrent Gastric Cancer Treated With Nivolumab: A Multicenter Retrospective Study.Journal of gastric cancer · 2026Article
- Prognostic Impact of Immune-Inflammatory and Nutritional Indices in Metastatic Hormone-Sensitive Prostate Cancer.Diagnostics (Basel, Switzerland) · 2026Article
- The CALLY Index Is Associated with Overall Survival in Patients with De Novo Metastatic Gastric Adenocarcinoma.Medicina (Kaunas, Lithuania) · 2026Article
- Prognostic Value of C-Reactive Protein-Albumin-Lymphocyte (CALLY) Index for Survival in Nivolumab-Treated Metastatic Renal Cell Carcinoma.Medicina (Kaunas, Lithuania) · 2026Article
- Impact of baseline nutritional and inflammatory markers on safety and efficacy of immune checkpoint inhibitors in cancer patients: a retrospective, monocentric study.Discover oncology · 2026Article
- The prognostic value of the CALLY index in patients with metastatic hormone-sensitive prostate cancer.World journal of urology · 2026Article
- Diagnostic value of C-reactive protein-albumin-lymphocyte index in breast cancer cases.Frontiers in oncology · 2026Article
- The CALLY index in cancer research: a comprehensive review.Oncology reviews · 2026Review
- Prognostic significance of the CALLY index for cancer risk and survival: evidence from NHANES 2001-2018.World journal of surgical oncology · 2025Article
- Development of Nomograms to Predict the Probability of Recurrence at Specific Sites in Patients with Cutaneous Melanoma.Cancers · 2025Article
- LASSO-Driven Selection of Biochemical and Clinical Markers for Primary Resistance to PD-1 Inhibitors in Metastatic Melanoma.Medicina (Kaunas, Lithuania) · 2025Article
- Tracking temporal shifts of peripheral blood NLR, PLR, and ALB: a prognostic tool for PD-1 inhibitor efficacy in advanced malignant melanoma.Frontiers in oncology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.