Evidence map›Paper›PMID 40936897›Full record

ArticleFrontiers in immunology2025

Analysis of head and neck cancer scRNA-seq data identified PRDM6 promotes tumor progression by modulating immune gene expression.

Zhenyu Wu, Thurbu Tshering Lepcha, Dawei Zhou, Zhixian He, Guillaume N Fiches, Youngmin Park, Jinshan He, Jianwen Chen, K A S N Shanaka, Steve Oghumu and 5 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Zhenyu WuDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Thurbu Tshering LepchaDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Dawei ZhouDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Zhixian HeDepartment of Microbiology, College of Arts and Sciences, The Ohio State University, Columbus, OH, United States.
Guillaume N FichesDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Youngmin ParkDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Jinshan HeDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Jianwen ChenDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
K A S N ShanakaDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Steve OghumuDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Weiqiang ZhaoDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Anjun MaDepartment of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, United States.
Qin MaDepartment of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, United States.
Jian ZhuDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.
Netty G SantosoDepartment of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States.

Funding

Translational Therapeutics Research Program (TT)P30CA016058 · NCI · OHIO STATE UNIVERSITY · PI Daniel G. Stover · 1985 to 2026
$132.3M
Investigate Host Gene Isoforms Contributing to HIV Persistence in Cocaine UsersR01DA059538 · NIDA · OHIO STATE UNIVERSITY · PI Wei Jiang, Jian Zhu · 2023 to 2026
$2.9M
Target Host Epigenetic Regulation of HIV Proviruses to Reinforce Viral Deep Latency in MicrogliaR01MH134402 · NIMH · OHIO STATE UNIVERSITY · PI HO, WENZHE, ZHU, JIAN · 2023 to 2025
$2.2M
(PQ4) Role of HIV-induced PLK1 Activation in Regulation of gamma-Herpesvirus Reservoirs in LymphocytesR01CA260690 · NCI · OHIO STATE UNIVERSITY · PI SANTOSO, NETTY G · 2021 to 2025
$1.9M
Antagonize Host Survival and Immune Escape Mechanisms for Elimination of HIV Viral ReservoirsR56AI181631 · NIAID · OHIO STATE UNIVERSITY · PI LING, BINHUA "JULIE", ZHU, JIAN · 2024 to 2024
$842k
NCI NIH HHS P30 CA016058NCI NIH HHS R01 CA260690NIAID NIH HHS R56 AI181631NIDA NIH HHS R01 DA059538NIMH NIH HHS R01 MH134402
6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSCC) is a biologically aggressive and heterogeneous group of cancers with limited treatment options for patients who do not respond to standard therapies. While HPV-related HNSCCs tend to show better therapeutic outcomes, we still have limited understanding of the immune mechanisms underlying these cancers. Immune-responsive genes (IRGs) have emerged as critical factors in regulating both tumor progression and immune response. Recent advances in single-cell RNA sequencing (scRNA-seq) and the development of cell-type specific regulon inference tools, such as IRIS3, have provided new insights into the tumor immune microenvironment. In this study, we leveraged the IRIS3 platform to analyze scRNA-seq data from HNSCC patient samples, identifying novel transcription factor (TF)-IRG networks that contribute to tumor proliferation and immune escape. Specifically, we identified PRDM6, a histone methyltransferase, possesses the previously unknown role in promoting tumor cell proliferation by inducing IRG expression. We further demonstrated that HPV viral oncoproteins (E6/E7) up-regulate the PRDM6 expression, which associates PRDM6 with HPV-positive HNSCC.

Indexed as

Gene Expression Regulation, NeoplasticHead and Neck NeoplasmsHistone-Lysine N-MethyltransferaseSquamous Cell Carcinoma of Head and NeckCell Line, TumorCell ProliferationDisease ProgressionHumansOncogene Proteins, ViralPapillomavirus InfectionsRNA-SeqSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisTumor MicroenvironmentHistone-Lysine N-MethyltransferaseOncogene Proteins, Viralhead and neck cancerHPVimmune genesPRDM6scRNA-seq

Identifiers

PMID40936897
PMCPMC12420620

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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.