Evidence map›Paper›PMID 42564206›Full record

ArticleFrontiers in immunology2026

Integrated cellular, proteomic and metabolomic profiling of immune-related adverse events in non-small cell lung cancer.

Natalie J Smith, Bavani Gunasegaran, Anna McLean, Maija R J Kohonen-Corish, Alexandra Bucca, James Checkley, Jenny H Lee, Jia Jenny Liu, Steven Kao, Michael Boyer and 6 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

16 authors.

Natalie J SmithSchool of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
Bavani GunasegaranProgram in Translational and Clinical Liver Cancer Research, Division of Medical Science, National Cancer Center Singapore, Singapore, Singapore.
Anna McLeanWoolcock Institute of Medical Research, University of Sydney, Sydney, NSW, Australia.
Maija R J Kohonen-CorishWoolcock Institute of Medical Research, University of Sydney, Sydney, NSW, Australia.
Alexandra BuccaChris O'Brien Lifehouse, Sydney, NSW, Australia.
James CheckleyChris O'Brien Lifehouse, Sydney, NSW, Australia.
Jenny H LeeMacquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.
Jia Jenny LiuSchool of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
Steven KaoChris O'Brien Lifehouse, Sydney, NSW, Australia.
Michael BoyerChris O'Brien Lifehouse, Sydney, NSW, Australia.
Kimberley ManderNHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
Bea BrownNHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
Xiao Suo WangSchool of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
John F O'SullivanSchool of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
Barbara Fazekas de St GrothSchool of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
Helen M McGuireSchool of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Immune checkpoint inhibitor (ICI) therapy has become standard of care for late stage non-small cell lung cancer (NSCLC), producing durable responses in a subset of patients. However, inflammatory side eKects termed immune-related adverse events (irAEs) occur in up to 40% of ICI-treated NSCLC patients. Current approaches to alleviate irAEs include treatment with immune-suppressing corticosteroids. However, these treatments may undermine the eKicacy of ICIs by suppressing both the irAE and the anti-tumour immune response. To identify more specific therapeutic targets, a better understanding of the complex immunopathology underlying the development of irAEs in NSCLC is required. Methods: In this study, pre-treatment blood samples were prospectively collected from 72 NSCLC patients, including 23 who subsequently developed irAEs. Of these 72 samples, PBMCs from 59 were characterised using high-parameter mass cytometry. Plasma from 30 samples was analysed using the SomaScan platform that provides in depth characterisation of over 10,000 proteins, and the plasma metabolome of 30 samples was explored using liquid chromatograph-mass spectrometry (LC-MS). Results: A unique peripheral immunophenotype was observed in patients who subsequently developed irAEs, characterised by decreased memory B cell abundance, heightened Th2 immunity, and an increase in plasma cytokines. Investigation into baseline metabolites revealed dysregulation of fatty acid metabolism associated with development of irAEs. Analysis of additional paired PBMC (n = 17) and plasma (n = 12) samples collected early on treatment allowed exploration of the immunological, proteomic, and metabolic changes associated with irAE development. ICItreatment of patients who developed irAEs induced a significant increase in the abundance of CD8 memory cells and plasma histones. This points to the induction of a strong and potentially pathogenic immune response early following ICI treatment in patients who subsequently develop overt toxicity. Discussion: Overall, through application of a high-parameter multiomic approach, we have identified key cellular, proteomic and metabolomic features that predispose patients to developing immunotherapy toxicity. These findings provide insight into the complex biology underlying the development of ICI-related adverse events and inform potential treatment strategies.

Indexed as

Carcinoma, Non-Small-Cell LungImmune Checkpoint InhibitorsLung NeoplasmsMetabolomeMetabolomicsProteomicsAgedFemaleHumansImmunophenotypingMaleMiddle AgedMultiomicsProspective StudiesImmune Checkpoint Inhibitorsimmune checkpoint inhibitor (ICI)immunophenotypingirAEmass cytometrymetabolomicsNSCLCproteomics

Identifiers

PMID42564206
PMCPMC13442671

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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.