Evidence map›Paper›PMID 39868329›Full record

ArticlebioRxiv : the preprint server for biology2025

The Single-Cell Landscape of Peripheral and Tumor-infiltrating Immune Cells in HPV- HNSCC.

Rômulo Gonçalves Agostinho Galvani, Adolfo Rojas, Bruno F Matuck, Brittany T Rupp, Nikhil Kumar, Khoa Huynh, Carlos Alberto Oliveira de Biagi, Jinze Liu, Siddharth Sheth, Jelte Martinus Maria Krol and 3 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

5 · Who and what money

Authors and funding

13 authors.

Rômulo Gonçalves Agostinho GalvaniAlbert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Brazil.ORCID 0000-0002-2946-375X
Adolfo RojasUniversidad de Chile, Chile.
Bruno F MatuckDepartment of Innovation & Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA.
Brittany T RuppDepartment of Innovation & Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA.
Nikhil KumarDepartment of Innovation & Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA.
Khoa HuynhDepartment of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA.
Carlos Alberto Oliveira de BiagiDana-Farber Cancer Institute, USA.
Jinze LiuDepartment of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA.
Siddharth ShethDivision of Medical Oncology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Jelte Martinus Maria KrolAlbert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Brazil.
Vinicius Maracaja-CoutinhoUniversidad de Chile, Chile.ORCID 0000-0002-8873-9381
Kevin Matthew ByrdDepartment of Innovation & Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA.
Patricia SeverinoAlbert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Brazil.

Funding

Virus Vector Shared ResourceP30CA016059 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI Renato Martins · 1985 to 2026
$51.0M
Wright Regional Center for Clinical and Translational ScienceUM1TR004360 · NCATS · VIRGINIA COMMONWEALTH UNIVERSITY · PI FREDERICK Gerard MOELLER · 2023 to 2026
$16.3M
NCATS NIH HHS UM1 TR004360NCI NIH HHS P30 CA016059
6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSCC) is the sixth most common cancer worldwide. HPV-negative HNSCC, which arises in the upper airway mucosa, is particularly aggressive, with nearly half of patients succumbing to the disease within five years and limited response to immune checkpoint inhibitors compared to other cancers. There is a need to further explore the complex immune landscape in HPV-negative HNSCC to identify potential therapeutic targets. Here, we integrated two single-cell RNA sequencing datasets from 29 samples and nearly 300,000 immune cells to investigate immune cell dynamics across tumor progression and lymph node metastasis. Notable shifts toward adaptative immune cell populations were observed in the 14 distinct HNSCC-associated peripheral blood mononuclear (PBMCs) and 21 tumor-infiltrating immune cells (TICs) considering disease stages. All PBMCs and TICs revealed unique molecular signatures correlating with lymph node involvement; however, broadly, TICs increased ligand expression among effector cytokines, growth factors, and interferon-related genes. Pathway analysis comparing PBMCs and TICs further confirmed active cell signaling among Monocyte-Macrophage, Dendritic cell, Natural Killer (NK), and T cell populations. Receptor-ligand analysis revealed significant communication patterns shifts among TICs, between CD8+ T cells and NK cells, showing heightened immunosuppressive signaling that correlated with disease progression. In locally invasive HPV-negative HNSCC samples, highly multiplexed immunofluorescence assays highlighted peri-tumoral clustering of exhausted CD8+ T and NK cells, alongside their exclusion from intra-tumoral niches. These findings emphasize cytotoxic immune cells as valuable biomarkers and therapeutic targets, shedding light on the mechanisms by which the HNSCC sustainably evades immune responses.

Indexed as

cancer immunologyhead and neck cancerimmunotherapysingle-cellspatial biologytumor microenvironment

Identifiers

PMID39868329
PMCPMC11760799

What OpenQuestion holds

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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.