Evidence map›Paper›PMID 41019062›Full record

ArticleFrontiers in immunology2025

Low rather than high interleukin-6 levels are associated with immune-related adverse events in cancer patients treated with immune checkpoint inhibitors.

Iñigo Les, David de Haedo, Mireia Martínez, Berta Ibáñez-Beroiz, Amaia Moreno, Ibone de Elejoste, Ana Campillo-Calatayud, Inés Pérez-Francisco, María Cabero, Iñaki Elejalde and 1 more

Abstract readMulticenter Study
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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

2 citing papers in PubMed.

  1. Review
  2. Review
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

11 authors.

Iñigo Les *Servicio de Medicina Interna, Hospital Universitario de Navarra, Pamplona, Spain.
David de Haedo *Servicio de Medicina Interna, Hospital Universitario de Navarra, Pamplona, Spain.
Mireia MartínezServicio de Oncología Médica, Hospital Universitario Araba, Osakidetza-Servicio Vasco de Salud, Vitoria-Gasteiz, Spain.
Berta Ibáñez-BeroizServicio de Metodología, Navarrabiomed-Universidad Pública de Navarra, IdISNA, Pamplona, Spain.
Amaia MorenoServicio de Oncología Médica, Hospital Universitario Galdakao, Galdácano, Spain.
Ibone de ElejosteServicio de Oncología Médica, Hospital Universitario Donostia, San Sebastián, Spain.
Ana Campillo-CalatayudGrupo de Enfermedades Inflamatorias e Inmunomediadas, Navarrabiomed-Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra (IdISNA), Pamplona, Spain.
Inés Pérez-FranciscoInstituto de Investigación Sanitaria Bioaraba, Grupo de Investigación en Cáncer de Mama, Vitoria-Gasteiz, Spain.
María CaberoInstituto de Investigación Sanitaria Bioaraba, Plataforma de Ensayos Clínicos, Vitoria-Gasteiz, Spain.
Iñaki ElejaldeServicio de Medicina Interna, Hospital Universitario de Navarra, Pamplona, Spain.
Virginia ArrazubiServicio de Oncología Médica, Hospital Universitario de Navarra, Instituto de Investigación Sanitaria de Navarra (IdISNA), Pamplona, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Among the biomarkers associated with immune-related adverse events (irAEs) induced by immune checkpoint inhibitors (ICIs) in cancer patients, interleukin-6 (IL-6) has emerged as a key predictive factor. However, it remains unclear whether high or low levels of IL-6 predispose patients to irAEs. Our objective was to evaluate the strength of the association between circulating IL-6 levels, measured in cancer patients before and after initiating ICIs, and the risk of irAEs. Methods: In this multicenter, prospective pan-cancer cohort study, serum IL-6 levels were quantified immediately before the first (pre-ICI) and second (post-ICI) cycles of ICI therapy. To assess the association between IL-6 and irAEs, Fine and Gray competing risk regression models were fitted, considering irAEs as the main event and death as the competing event. The incremental predictive value of IL-6 levels was evaluated using Harrell's C-index. Results: Overall, 224 patients were followed up for a median of 75.5 days after ICI initiation. The adjusted 1-year cumulative incidence of irAEs was 49.0% (95% confidence interval [95%CI], 41.9-55.6%). Multivariate regression models identified female sex (hazard ratio [HR], 1.81; 95%CI, 1.17-2.81; p=0.008), dual ICI therapy with nivolumab plus ipilimumab (HR, 1.86; 95%CI, 1.14-3.02; p=0.012) and post-ICI IL-6 levels (HR, 0.97; 95%CI, 0.94-1.00; p=0.049) as independent risk factors for irAEs. Using standardized post-ICI IL-6 levels, the effect was stronger, with an HR of 0.74 (95% CI, 0.55-1.00; p=0.049). Adding post-ICI IL-6 levels to a model containing established irAE risk factors improved the Harrell's C-index from 0.623 to 0.640. Conclusion: In cancer patients treated with ICIs, low rather than high post-ICI IL-6 levels, female sex and dual ICI therapy are independent risk factors for irAEs.

Indexed as

Drug-Related Side Effects and Adverse ReactionsImmune Checkpoint InhibitorsInterleukin-6NeoplasmsAgedFemaleHumansIncidenceMaleMiddle AgedProspective StudiesRisk FactorsIL6 protein, humanImmune Checkpoint InhibitorsInterleukin-6cancerimmune checkpoint inhibitorsimmune-mediated diseasesimmune-related adverse eventsinterleukin-6sex

Identifiers

PMID41019062
PMCPMC12464006

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Registered trials

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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.