Evidence map›Paper›PMID 39939997›Full record

ArticleJournal of translational medicine2025

Spatial interaction mapping of PD-1/PD-L1 in head and neck cancer reveals the role of macrophage-tumour barriers associated with immunotherapy response.

Vahid Yaghoubi Naei, Rafael Tubelleza, James Monkman, Habib Sadeghirad, Meg L Donovan, Tony Blick, Agata Wicher, Sara Bodbin, Amelie Viratham, Robert Stad and 8 more

Abstract read
In one paragraph

Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

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  10. Cancer therapy resistance from a spatial-omics perspective.Clinical and translational medicine · 2025
    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

18 authors.

Vahid Yaghoubi NaeiSchool of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia.
Rafael TubellezaFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
James MonkmanFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
Habib SadeghiradFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
Meg L DonovanQueensland Spatial Biology Centre, Wesley Research Institute, The Wesley Hospital, Brisbane, Australia.
Tony BlickFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
Agata WicherNavinci Diagnostics, Uppsala, Sweden.
Sara BodbinNavinci Diagnostics, Uppsala, Sweden.
Amelie VirathamAkoya Biosciences, Menlo Park, CA, USA.
Robert StadAkoya Biosciences, Menlo Park, CA, USA.
Subham BasuNavinci Diagnostics, Uppsala, Sweden.
Caroline CooperThe Princess Alexandra Hospital, Brisbane, Australia.
Catherine BarnettThe Princess Alexandra Hospital, Brisbane, Australia.
Ken O'ByrneThe Princess Alexandra Hospital, Brisbane, Australia.
Rahul LadwaThe Princess Alexandra Hospital, Brisbane, Australia.
Majid Ebrahimi WarkianiSchool of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia.
Brett G M HughesThe Royal Brisbane and Women's Hospital, Brisbane, Australia.
Arutha KulasingheFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia. arutha.kulasinghe@uq.edu.au.ORCID 0000-0003-3224-7350

Funding

Garnett Passe and Rodney Williams Memorial Foundation Garnett Passe and Rodney Williams Memorial FoundationPA Research Foundation PA Research Foundation
6 · The paper itself

Abstract

backgroundMucosal head and neck squamous cell carcinoma (HNSCC) is often diagnosed at an advanced stage, where the prognosis is poor due to the high rates of recurrence and metastasis. With approximately one million new cases projected in 2024, worldwide mortality of HNSCC is estimated to reach 50% of detected cases the same year. Patients with early-stage tumours showed a 50-60% five-year survival rate in the US. Immune checkpoint inhibitors (ICIs) have shown promising results in prolonging survival in a subset of patients with recurrent or metastatic disease. However, challenges remain, particularly the limited efficacy of PD-1/PD-L1 blockade therapies. PD-L1 protein expression has been shown to be limited in its predictive power for ICI therapies. Emerging evidence shows that intricate characterisation of the tumour microenvironment (TME) is fundamental to understand interacting cells. This study aims to bridge the gap in understanding the tumor microenvironment by identifying distinct spatial patterns of PD-1/PD-L1 interactions and their association with immunotherapy responses in head and neck squamous cell carcinoma (HNSCC).

methodsIn this study, we sought to apply a more nuanced approach to understanding cellular interactions by mapping PD-1/PD-L1 interactions across whole-slide HNSCC tissue samples collected prior to ICI therapy. We used a combination of spatial proteomics (Akoya Biosciences) and an in situ proximity ligation assay (isPLA, Navinci Diagnostics) to visualise PD-1/PD-L1 interactions across cell types and cellular neighbourhoods within the tumour TME.

resultsOur findings indicate the existence of isPLA

conclusionThis study highlights the utility of isPLA in detecting distinct tumour-immune interactions within the TME, offering new cellular interaction metrics for stratifying and optimising immunotherapy strategies.

Indexed as

B7-H1 AntigenHead and Neck NeoplasmsImmunotherapyMacrophagesProgrammed Cell Death 1 ReceptorSquamous Cell Carcinoma of Head and NeckFemaleHumansImmune Checkpoint InhibitorsMaleMiddle AgedSpatial AnalysisTumor MicroenvironmentB7-H1 AntigenCD274 protein, humanImmune Checkpoint InhibitorsPDCD1 protein, humanProgrammed Cell Death 1 ReceptorCellular interactionsHead and neck cancerImmunotherapyMacrophagesPD-L1 interactionsProximity ligation assay

Identifiers

PMID39939997
PMCPMC11818323

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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.