Evidence map›Paper›PMID 41504775›Full record

ArticleJournal of cancer research and clinical oncology2026

Association between GRIm score and response to nivolumab monotherapy in patients with advanced malignant melanoma.

Sila Oksuz, Oguzcan Kinikoglu, Ugur Ozkerim, Deniz Isik, Heves Surmeli, Seval Ay, Utku Donem Gundogdu, Tugba Basoglu, Hatice Odabas, Nedim Turan

Abstract read
In one paragraph

Article in Journal of cancer research and clinical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  3. Article
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

10 authors.

Sila OksuzDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey. sila.oksuz@gmail.com.
Oguzcan KinikogluDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.
Ugur OzkerimDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.
Deniz IsikDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.
Heves SurmeliDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.
Seval AyDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.
Utku Donem GundogduDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.
Tugba BasogluDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.
Hatice OdabasDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.
Nedim TuranDepartment of Medical Oncology, Health Science University, Kartal Dr. Lütfi Kirdar City Hospital, 34865, Istanbul, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesMalignant melanoma is an aggressive skin cancer with significant metastatic potential. Immune checkpoint inhibitors (ICIs), particularly those targeting the PD-1 pathway, have revolutionized treatment, improving survival rates. A PD-1 inhibitor, Nivolumab, has demonstrated durable responses in advanced melanoma patients. However, response variability necessitates predictive biomarkers for patient stratification.

methodsThe Gustave Roussy Immune Score (GRIm Score) is a prognostic tool integrating lactate dehydrogenase (LDH), neutrophil-to-lymphocyte ratio (NLR), and albumin levels to predict ICI efficacy. This retrospective study evaluated the association between the GRIm Score and response to nivolumab monotherapy in 40 patients with stage IV malignant melanoma treated between 2020 and 2024. Patients were classified into low-risk (score 0-1) and high-risk (score 2-3) groups.

resultsResults showed that patients with a low GRIm Score had significantly longer median progression-free survival (21.4 vs. 6.3 months, p = 0.003) and overall survival (26.5 vs. 7.2 months, p < 0.001). Multivariate analysis confirmed the GRIm Score as an independent prognostic factor (HR: 1.593, 95% CI: 1.156-2.197, p = 0.004), surpassing the predictive power of its components.

conclusionsThis study is the first to validate the GRIm Score in malignant melanoma, suggesting it is a valuable biomarker for patient selection in immunotherapy trials. The findings highlight its potential in refining treatment decisions, though further validation in larger, multicenter cohorts is required.

Indexed as

Antineoplastic Agents, ImmunologicalMelanomaNivolumabSkin NeoplasmsAdultAgedAged, 80 and overBiomarkers, TumorCutaneous Malignant MelanomaFemaleHumansImmune Checkpoint InhibitorsMaleMiddle AgedNeutrophilsPrognosisAntineoplastic Agents, ImmunologicalBiomarkers, TumorImmune Checkpoint InhibitorsNivolumabGustave roussy immune score (GRIm score)Immunotherapy biomarkersMalignant melanomaNivolumab

Identifiers

PMID41504775
PMCPMC12783489

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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.