Evidence map›Paper›PMID 42292469›Full record

ArticleFrontiers in immunology2026

Metabolic-immune crosstalk in head and neck squamous cell carcinoma: CD44 and APP identified as causal therapeutic targets via integrated lactylation-Mendelian randomization analysis.

Xi Zhang, Qicheng Deng, Ling Yang, Min Yan

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. 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

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

4 authors.

Xi ZhangDepartment of Otolaryngology Head and Neck Surgery, Beijing Anzhen Hospital of Capital Medical University & Nanchong Central Hospital, Nanchong, Sichuan, China.
Qicheng DengPublic Health Clinical Center of Chengdu, Chengdu, Sichuan, China.
Ling YangDepartment of Otolaryngology Head and Neck Surgery, Dazhou Central Hospital, Dazhou, Sichuan, China.
Min YanBeijing Anzhen Hospital of Capital Medical University & Nanchong Central Hospital, Nanchong, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Patients with head and neck squamous cell carcinoma (HNSCC) continue to face poor prognosis, highlighting an urgent need for new diagnostic markers and therapeutic targets. While metabolic reprogramming and immune microenvironment dysregulation are crucial drivers of HNSCC progression, the key causal molecular mechanisms linking these processes remain elusive. Post-translational modifications, especially protein lactylation, may serve as a vital interface for this metabolic-immune "crosstalk". Methods: We developed an integrative analytical framework merging lactylation proteomics, transcriptomics, and Mendelian randomization (MR). Differential expression analysis was conducted on three public transcriptomic cohorts (53 HNSCC vs. 53 controls), and the resulting genes were overlapped with a systematically compiled set of 2, 124 lactylation-related genes. Causal risk genes were then identified using MR analysis with large-scale genetic instruments (from expression quantitative trait locus data) and HNSCC genome-wide association study summary statistics. The functional roles of candidate genes were explored through enrichment analysis, Gene Set Variation Analysis, and immune deconvolution (CIBERSORT). Experimental validation was performed using quantitative real-time PCR and Western blotting in an independent The Cancer Genome Atlas dataset and in HNSCC cell lines. Results: We identified 212 lactylation-associated differentially expressed genes. MR analysis established CD44 and APP as genetic causal risk factors for HNSCC, with both genes significantly overexpressed in patient tissues. Functional profiling indicated that high CD44 expression correlated with activation of mTOR signaling and ECM-receptor interaction pathways, and was positively associated with M0 macrophage infiltration. Conversely, high APP expression was linked to activated protein secretion and ECM pathways, and showed a positive correlation with M2 macrophage abundance. The marked upregulation of CD44 and APP in HNSCC was consistently confirmed in the independent validation cohort and in cellular models. Conclusion: By pioneering a multi-omics causal inference approach in HNSCC, this study identifies CD44 and APP as genetic causal risk factors for disease susceptibility and progression. These genes connect distinct metabolic pathways with specific immune cell subsets, functioning as central hubs within the HNSCC metabolic-immune crosstalk network. Our work provides a critical theoretical basis for future development of lactylation pathway-based biomarkers and targeted interventions.

Indexed as

Head and Neck NeoplasmsHyaluronan ReceptorsSquamous Cell Carcinoma of Head and NeckBiomarkers, TumorGene Expression ProfilingGene Expression Regulation, NeoplasticGenome-Wide Association StudyHumansMendelian Randomization AnalysisProtein Processing, Post-TranslationalProteomicsTumor MicroenvironmentBiomarkers, TumorCD44 protein, humanHyaluronan ReceptorsAPPCD44head and neck squamous cell carcinomalactylationMendelian randomizationmetabolic-immune crosstalk

Identifiers

PMID42292469
PMCPMC13254516

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.