Evidence map›Paper›PMID 42351157›Full record

ArticleCancer cell international2026

Combining Mendelian randomization and multiomics data to determine the causal relationship between systemic inflammation and head and neck squamous cell carcinoma.

Ke Yang, Guixin Zhu, Yanyan Li, Jie Huang, Yanfei Zhang, Fei Sun, Zhuomin Sha, Yun Zhang, Xuepeng Chen

Abstract read
In one paragraph

Article in Cancer cell international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Ke Yang *Shaoxing Stomatological Hospital, Shaoxing, 312000, Zhejiang Province, China.
Guixin Zhu *State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases & Other Research Platforms, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China.
Yanyan Li *Stomatology Hospital, School of Stomatology, Clinical Research Center for Oral Diseases of Zhejiang Province, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Zhejiang University School of Medicine, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China.
Jie HuangShaoxing Stomatological Hospital, Shaoxing, 312000, Zhejiang Province, China.
Yanfei ZhangShaoxing Stomatological Hospital, Shaoxing, 312000, Zhejiang Province, China.
Fei SunShaoxing Stomatological Hospital, Shaoxing, 312000, Zhejiang Province, China.
Zhuomin ShaStomatology Hospital, School of Stomatology, Clinical Research Center for Oral Diseases of Zhejiang Province, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Zhejiang University School of Medicine, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China.
Yun ZhangStomatology Hospital, School of Stomatology, Clinical Research Center for Oral Diseases of Zhejiang Province, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Zhejiang University School of Medicine, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China.
Xuepeng ChenStomatology Hospital, School of Stomatology, Clinical Research Center for Oral Diseases of Zhejiang Province, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Zhejiang University School of Medicine, Cancer Center of Zhejiang University, Hangzhou, 310006, Zhejiang, China. cxp1979@zju.edu.cn.

Funding

National Natural Science Foundation of China 81400511R&D Program of the Stomatology Hospital of Zhejiang University School of Medicine RD2022JCEL04Zhejiang Provincial Natural Science Foundation of China LY18H140001
6 · The paper itself

Abstract

backgroundHead and neck squamous cell carcinoma (HNSCC), the seventh most common cancer worldwide, is strongly associated with chronic inflammation. While chronic inflammation is often localized, systemic inflammation represents a generalized, systemic state of immune activation characterized by elevated circulating cytokines and changes in immune cell populations. However, the causal relationship between systemic inflammation and HNSCC remains elusive. This study employed Mendelian randomization (MR) to address this knowledge gap, using genetic variants as instrumental variables to estimate potential causal effects, thus minimizing confounding and reverse causation.

methodsWe applied two-sample Mendelian randomization (TSMR) and two-step mediation analyses to explore the potential causal relationships between HNSCC, circulating immune cell phenotypes, and inflammatory proteins. Potential confounders were assessed using the Open Targets Genetics platform, and sensitivity analyses were performed to ensure the robustness of our findings. The MR results were further assessed using transcriptomic and proteomic datasets.

resultsTSMR revealed CXCL11, CD40, and interleukin-10 receptor subunit beta (IL10RB) as potential protective factors against HNSCC, whereas cystatin D (CST5) was associated with increased susceptibility. HNSCC is causally associated with multiple immune phenotypes, including T cells, B cells, natural killer (NK) cells, dendritic cells, and regulatory T cells (Tregs). Mediation analyses revealed several key mediators that may influence inflammatory pathways. Data from transcriptomic and proteomic cohorts supported significant expression changes in these genes and proteins, which correlated with patient prognosis. Furthermore, single-cell RNA sequencing revealed CXCL-mediated monocyte-T-cell interactions, elevated Treg populations, and altered expression of the CXCL11 receptor.

conclusionsThis study suggests a bidirectional causal relationship between systemic inflammation and HNSCC, with CXCL11 and specific immune cell phenotypes serving as central mediators. These findings provide mechanistic insights into the HNSCC immunoinflammatory network and highlight potential biomarkers for early detection and targets for immunotherapeutic intervention.

Indexed as

Computational BiologyHead and Neck NeoplasmsImmune SystemInflammationMendelian Randomization Analysis

Identifiers

PMID42351157
PMCPMC13563795

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