Evidence map›Paper›PMID 40533476›Full record

ArticleNPJ precision oncology2025

The development of a high-plex spatial proteomic methodology for the characterisation of the head and neck tumour microenvironment.

Chin Wee Tan, Naomi Berrell, Meg L Donovan, James Monkman, Clara Lawler, Habib Sadeghirad, Vahid Yaghoubi Naei, Jinjin Chen, Alyssa Rossenbloom, Shilah Bonnett and 9 more

Abstract read
In one paragraph

Article in NPJ precision oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Review
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  5. 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

19 authors.

Chin Wee TanBioinformatics Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
Naomi BerrellFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
Meg L DonovanFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
James MonkmanFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
Clara LawlerFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
Habib SadeghiradFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
Vahid Yaghoubi NaeiFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
Jinjin ChenBioinformatics Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
Alyssa RossenbloomNanostring Technologies, a Bruker company, 530 Fairview Ave N, Seattle, WA, 98109, USA.
Shilah BonnettNanostring Technologies, a Bruker company, 530 Fairview Ave N, Seattle, WA, 98109, USA.
Mark ConnerNanostring Technologies, a Bruker company, 530 Fairview Ave N, Seattle, WA, 98109, USA.
Brian FilanoskiNanostring Technologies, a Bruker company, 530 Fairview Ave N, Seattle, WA, 98109, USA.
Christine KangNanostring Technologies, a Bruker company, 530 Fairview Ave N, Seattle, WA, 98109, USA.
Joseph M BeechemNanostring Technologies, a Bruker company, 530 Fairview Ave N, Seattle, WA, 98109, USA.
John F FraserQueensland Spatial Biology Centre, Wesley Research Institute, Level 8 East Wing, The Wesley Hospital, Auchenflower, QLD, Australia.
Catherine BarnettDepartment of Medical Oncology, Princess Alexandra Hospital, Brisbane, QLD, Australia.
Rahul LadwaDepartment of Otolaryngology, Princess Alexandra Hospital, Brisbane, QLD, Australia.
Brett G M HughesSchool of Medicine, University of Queensland, Brisbane, QLD, Australia.
Arutha KulasingheFrazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia. arutha.kulasinghe@uq.edu.au.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSCC) is a debilitating disease that accounts for an estimated 890,000 new cases per year. Despite advancements in chemotherapy, radiotherapy, surgery and immunotherapy, the prognosis of HNSCC has remained relatively unchanged for more than a decade. Insight into the tumour microenvironment (TME) using spatially resolved approaches, and its association with clinical endpoints, may provide useful prognostic tools and refine current treatment outcomes. Here, we profiled 84 mucosal HNSCC tissue samples using next-generation ultra-high plex spatial protein profiling (580-proteins, Immuno-Oncology Proteome Atlas (IPA)) and spatial transcriptome mapping (18,000 mRNA, Whole Transcriptome Atlas (WTA)) from Bruker Spatial Biology. Samples were collected during tumour resection, after which patients went on to receive either chemotherapy and/or radiotherapy. Each sample was subdivided into tumour and stromal regions prior to digital spatial profiling. We found that patient survival outcomes were associated with anatomical subsite and tumour stage. Independent validation of key proteomic findings (including CD34 and CD44) was performed using single-cell protein profiling (PhenoCycler-Fusion, Akoya Biosciences). Harnessing the breadth of the 580-plex protein panel and WTA, we identified region-specific proteins and RNA that associate with patient survival. These findings include the expression of immune-specific proteins, CD3e and CXCR5, differentially expressed in the tumour compartment and indicate that the location of these immune signals is important for understanding disease progression. Taken together, this study provides a systematic workflow for the discovery and validation of high-plex protein and transcriptomic profiling in mucosal HNSCC.

Identifiers

PMID40533476
PMCPMC12177066

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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.