# Distinct NK Cell Signatures Define Prognosis in HPV-Positive Versus HPV-Negative Head and Neck Cancer

**Authors:** Rui Li, Fangjia Tong, Huan Liu, Zengchen Liu, Wanlin Li, Yingdong Zhang, Yiman Peng, Shuang Pan, Lanlan Wei, Ning Li, Ming Chu

PMC · DOI: 10.3390/cancers18050845 · 2026-03-05

## TL;DR

This study finds that natural killer (NK) cells behave differently in HPV-positive and HPV-negative head and neck cancers, explaining better outcomes in HPV-positive cases and suggesting new treatment strategies.

## Contribution

The study identifies distinct NK cell signatures and immune evasion mechanisms specific to HPV status in head and neck cancer.

## Key findings

- HPV-positive tumors contain a CX3CR1+KLRB1dim NK cell subset linked to better patient survival.
- HPV-negative tumors upregulate CLEC2C/D ligands that inhibit NK cell activity through KLRB1 engagement.
- These findings suggest HPV-stratified immunotherapies could improve treatment outcomes.

## Abstract

Head and neck cancer can be caused by human papillomavirus (HPV) infection or by factors such as smoking. Surprisingly, patients with HPV-positive tumors tend to have better outcomes than those with HPV-negative ones, but the immune-related reasons for this difference remain unclear. In this study, we performed a focused reanalysis of publicly available single-cell RNA sequencing data, complemented by original protein-level validation, to examine natural killer (NK) cells in head and neck tumors. We discovered that HPV-positive tumors harbor a specialized NK cell population that supports patient survival, whereas HPV-negative tumors produce signals that block NK cell function. These findings help explain why the two cancer types behave differently and point toward new immune-based treatments tailored to a patient’s HPV status.

Background/Objectives: HPV status is a key prognostic determinant in head and neck squamous cell carcinoma (HNSCC), yet the immunological mechanisms underlying the survival advantage of HPV-positive (HPV+) over HPV-negative (HPV−) disease remain poorly defined. This study aimed to characterize the tumor-infiltrating natural killer (NK) cell landscape in HPV-stratified HNSCC and identify novel therapeutic targets. Methods: We performed an NK-cell-centric re-analysis of published scRNA-seq data from 28 HNSCC patients (10 HPV+, 18 HPV−; GEO: GSE139324, GSE164690), encompassing NK subset identification, pseudotime trajectory inference, and cell–cell interaction analysis. Key findings were validated by immunohistochemistry (IHC) in an independent cohort of 10 FFPE tissue sections, and prognostic associations were assessed using TCGA-HNSC data. Results: Four transcriptionally distinct NK cell subsets were identified: adaptive, cell-killing, CD56bright, and virus-responsive. A cytotoxic CX3CR1+KLRB1dim NK subset was specifically enriched in HPV+ tumors and independently associated with favorable survival. Conversely, HPV− tumors upregulated CLEC2C and CLEC2D ligands on tumor cell surfaces, engaging the inhibitory receptor KLRB1 on NK cells; this CLEC2–KLRB1 axis correlated with suppressed NK activity and poorer prognosis, and was confirmed at the protein level by IHC. Conclusions: NK cell function in HNSCC is dichotomously regulated by HPV status. The CX3CR1+KLRB1dim subset represents a candidate prognostic biomarker in HPV+ disease, and the CLEC2–KLRB1 axis is a targetable immune evasion mechanism in HPV− HNSCC. These insights support the development of HPV-stratified immunotherapies; however, clinical translation requires validation in large, prospectively designed, subsite-matched cohorts to disentangle HPV-specific effects from anatomical site-dependent immune contextures.

## Linked entities

- **Genes:** CX3CR1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 1524], KLRB1 (killer cell lectin like receptor B1) [NCBI Gene 3820], CD69 (CD69 molecule) [NCBI Gene 969], CLEC2D (C-type lectin domain family 2 member D) [NCBI Gene 29121]
- **Diseases:** head and neck cancer (MONDO:0005627), head and neck squamous cell carcinoma (MONDO:0010150)

## Full-text entities

- **Genes:** CLEC2D (C-type lectin domain family 2 member D) [NCBI Gene 29121] {aka CLAX, LLT1, OCIL}, KLRB1 (killer cell lectin like receptor B1) [NCBI Gene 3820] {aka CD161, CLEC5B, NKR, NKR-P1, NKR-P1A, NKRP1A}, CLEC1B (C-type lectin domain family 1 member B) [NCBI Gene 51266] {aka 1810061I13Rik, CLEC2, PRO1384, QDED721}, CD69 (CD69 molecule) [NCBI Gene 969] {aka AIM, BL-AC/P26, CLEC2C, EA1, GP32/28, MLR-3}, CX3CR1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 1524] {aka CCRL1, CMKBRL1, CMKDR1, GPR13, GPRV28, V28}
- **Diseases:** tumor (MESH:D009369), HNSCC (MESH:D000077195), HPV (MESH:D030361), Head and Neck Cancer (MESH:D006258)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12984458/full.md

---
Source: https://tomesphere.com/paper/PMC12984458