Evidence map›Paper›PMID 41362277›Full record

ArticleThe Journal of pathology2026

Spatial analysis of HPV-associated cervical intraepithelial neoplastic tissues demonstrate distinct immune signatures associated with cervical cancer progression.

Gianna Pavilion, Hani Vu, Zherui Xiong, Thi Viet Trinh Dang, Blake O'Brien, Michael Walsh, Andrew Causer, Janin Chandra, Quan Nguyen, Ian H Frazer

Abstract read
In one paragraph

Article in The Journal of pathology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Gianna PavilionInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, Australia.
Hani VuInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, Australia.ORCID https://orcid.org/0009-0002-4337-366X
Zherui XiongInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, Australia.
Thi Viet Trinh DangFrazer Institute, Faculty of Health, Medicine and Behavioural Science, The University of Queensland, Woolloongabba, QLD, Australia.
Blake O'BrienSullivan Nicolaides Pathology, Bowen Hills, QLD, Australia.
Michael WalshSullivan Nicolaides Pathology, Bowen Hills, QLD, Australia.
Andrew CauserInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, Australia.
Janin ChandraFrazer Institute, Faculty of Health, Medicine and Behavioural Science, The University of Queensland, Woolloongabba, QLD, Australia.
Quan NguyenInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, Australia.ORCID https://orcid.org/0000-0001-7870-5703
Ian H FrazerFrazer Institute, Faculty of Health, Medicine and Behavioural Science, The University of Queensland, Woolloongabba, QLD, Australia.

Funding

National Health and Medical Research Council 2001514
6 · The paper itself

Abstract

Cervical cancer remains the fourth most common cancer affecting women worldwide, and incidences of other HPV-related cancers continue to rise. For the development of effective prevention strategies in high-risk patients, we aimed to better understand the roles of inflammatory pathways and the tumour microenvironment as the main driver of progression to malignancy in HPV-infected tissues. We analysed the spatial organisation of seven samples of HPV+ high-grade squamous intraepithelial lesion (HSIL) and cervical intraepithelial neoplasia 3 (CIN3), comparing tumour heterogeneity and immune microenvironments between premalignant (neoplastic) and adjacent cervical tissues. We observed evidence of immune suppression within the neoplastic regions across all samples and identified distinct immune clusters for each dysplastic lesion. Previous single-cell data analyses in an HPV16 E7 oncoprotein-driven transgenic mouse model suggested a potential role for IL34-CSF1R signalling in immune modulation, where low IL34 expression was associated with Langerhans cell dysfunction, and, in cervical cancer, with poor patient outcome. Here we observed that IL34-CSF1R coexpression was absent within HPV-associated neoplastic regions, but present in adjacent normal tissue regions. Additionally, we identified enrichment of an M2 gene signature in neoplastic regions, while adjacent tissue was enriched with a proinflammatory M1 gene signature. Our findings provide biopathological insights into the spatial cellular and molecular mechanisms underlying HPV-associated cervical cancer immune regulation and suggest a strategy to modulate the immune system in HPV-positive neoplastic cervical and other tissues. © 2025 The Author(s). The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.

Indexed as

Papillomavirus InfectionsUterine Cervical DysplasiaUterine Cervical NeoplasmsAnimalsDisease ProgressionFemaleHumansSpatial AnalysisTumor Microenvironment

Identifiers

PMID41362277
PMCPMC12805613

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

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.