Evidence map›Paper›PMID 41394871›Full record

ArticleFrontiers in immunology2025

A composite score of serum cytokines enables early identification of patients at high risk for irAEs under immune checkpoint inhibition.

Nina Flatt, Antje Walter, Corinna Kochanek, Maximilian Beikirch, Viola K DeTemple, Yenny Angela, Imke von Wasielewski, Ralf Gutzmer, Katrin Schaper-Gerhardt

Abstract read
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 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Observational
  3. Review
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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

9 authors.

Nina FlattDepartment of Dermatology, Skin Cancer Center Minden, Johannes Wesling Medical Center Minden, Ruhr University Bochum, Minden, Germany.
Antje WalterDepartment of Dermatology, Skin Cancer Center Minden, Johannes Wesling Medical Center Minden, Ruhr University Bochum, Minden, Germany.
Corinna KochanekDepartment of Dermatology, Skin Cancer Center Minden, Johannes Wesling Medical Center Minden, Ruhr University Bochum, Minden, Germany.
Maximilian BeikirchDepartment of Dermatology, Skin Cancer Center Minden, Johannes Wesling Medical Center Minden, Ruhr University Bochum, Minden, Germany.
Viola K DeTempleDepartment of Dermatology, Skin Cancer Center Minden, Johannes Wesling Medical Center Minden, Ruhr University Bochum, Minden, Germany.
Yenny AngelaDepartment of Dermatology, Skin Cancer Center Minden, Johannes Wesling Medical Center Minden, Ruhr University Bochum, Minden, Germany.
Imke von WasielewskiDepartment of Dermatology and Allergy, Skin Cancer Center Hannover, Hannover Medical School, Hannover, Germany.
Ralf Gutzmer *Department of Dermatology, Skin Cancer Center Minden, Johannes Wesling Medical Center Minden, Ruhr University Bochum, Minden, Germany.
Katrin Schaper-Gerhardt *Department of Dermatology, Skin Cancer Center Minden, Johannes Wesling Medical Center Minden, Ruhr University Bochum, Minden, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Immune checkpoint inhibitors (ICI) have revolutionized the treatment of advanced skin cancers. However, potentially severe and irreversible immune-related adverse events (irAEs) represent a major clinical challenge. Identifying reliable predictive biomarkers for irAEs remains critical to balancing efficacy and toxicity. Methods: In this prospective cohort of 131 skin cancer patients receiving ICI we analyzed the expression of 57 cytokines in baseline and longitudinal serum samples and tested their predictive value regarding the occurrence of irAEs. Results: We observed distinct cytokine expression profiles in patients who developed irAEs compared to those who did not, with variations reflecting the affected organ systems, particularly liver and thyroid toxicity. Elevated levels of IL-1RA and CXCL-13 and downregulated levels of IL-7 after the first ICI application significantly correlated with irAEs occurrence. To improve predictive accuracy, we developed a composite cytokine risk score integrating these cytokines, which independently predicted irAE in both univariable and multivariable models. ROC analysis of the cytokine risk score yielded an AUC of 0.710. Time-dependent Cox regression confirmed the cytokine risk score as an independent predictor of irAEs (univariable HR = 1.801 [95%CI=1.424-2.277; p<0.001]; multivariable HR = 1.407 [95%CI=1.072-1.846; p=0.014]). After stratifying patients into low- and high-risk groups, the high-risk patients had a significantly increased hazard of experiencing irAEs. Conclusion: IL-7, IL-1RA, and CXCL-13 represent potential biomarkers for irAEs risk stratification.

Indexed as

CytokinesDrug-Related Side Effects and Adverse ReactionsImmune Checkpoint InhibitorsSkin NeoplasmsAdultAgedAged, 80 and overBiomarkers, TumorFemaleHumansMaleMiddle AgedProspective StudiesRisk AssessmentRisk FactorsBiomarkers, TumorCytokinesImmune Checkpoint Inhibitorsbiomarkercytokinesimmune checkpoint inhibitorsimmune related adverse eventsmelanomaskin cancer

Identifiers

PMID41394871
PMCPMC12696155

What Socratic holds

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LicenceCC BY
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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 Socratic graph.