Evidence map›Paper›PMID 39524999›Full record

ArticleTranslational cancer research2024

Exploring a specific type of tissue-resident natural killer cell involved in the anti-tumor and immunotherapy response in human papillomavirus-positive head and neck squamous cell carcinoma using scRNA-seq.

Wenrong Lin, Junwen Ding, Qian Li, Yuhao Lin, Shenjiong Ruan, Andrew C Birkeland, Jianming Ding

Abstract read
In one paragraph

Article in Translational cancer research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Immune cell disorder in viral pneumonia.Journal of translational medicine · 2026
    Review
  2. Review
  3. Article
  4. Article
  5. Review
  6. NK cells in HPV-related tumorigenesis: mechanisms and clinical applications.Frontiers in cellular and infection microbiology · 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

7 authors.

Wenrong Lin *Department of Ultrasound, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
Junwen Ding *The Graduate School of Fujian Medical University, Fuzhou, China.
Qian LiDepartment of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
Yuhao LinDepartment of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
Shenjiong RuanDepartment of Otolaryngology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China.
Andrew C BirkelandDepartment of Otolaryngology-Head and Neck Surgery, University of California, Davis, CA, USA.
Jianming DingDepartment of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Human papillomavirus (HPV)-positive head and neck squamous cell carcinoma (HNSCC) is an increasingly common malignancy. We aimed to explore the immune heterogeneity of natural killer (NK) cells in HPV-positive HNSCC. Methods: Single-cell RNA-sequencing (scRNA-seq) and bulk RNA-sequencing datasets of HPV-positive HNSCC data were obtained from the Gene Expression Omnibus (GEO) database. "Seurat", "harmony", and "SingleR" were used to perform the scRNA-seq analysis. Subsequently, the "cellphonedb" package was used for the cell crosstalk analysis, and the "clusterProfiler" package was used for the hallmark pathway enrichment analysis. Finally, the "gene set variation analysis" ("GSVA") package was used for the immune cell infiltration, Tumor Immune Dysfunction and Exclusion (TIDE), and risk-score analyses. Results: A total of 30,562 cells were classified into 9 cell clusters that comprised 6 main cell types [i.e., T cells, natural killer T (NKT) cells, NK cells, B cells, plasma cells, and macrophages]. The NK cells were then further clustered into 3 tissue-resident NK (trNK0-2) and 2 tumor-associated NK (taNK0-1) cell types. The trNK0 cell type, which exhibited inhibitory cancer hallmark activity, appeared to exert potential anti-tumor effects via trNK0-macrophage crosstalk. The trNK score could serve as an independent and valuable prognostic classifier, as the patients with high-trNK scores had better outcomes, immune-infiltration levels, and immunotherapy effects. Conclusions: Using an scRNA-seq analysis, we identified a specific type of tissue-resident NK cell (i.e., trNK-0) that was involved in the anti-tumor and immunotherapy response in HPV-positive HNSCC.

Indexed as

Head and neck squamous cell carcinoma (HNSCC)immune-infiltration analysissingle-cell RNA-sequencing (scRNA-seq)tissue-resident natural killer cell (trNK cell)

Identifiers

PMID39524999
PMCPMC11543061

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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.