ArticleScientific reports2023
Identify and validate circadian regulators as potential prognostic markers and immune infiltrates in head and neck squamous cell carcinoma.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.
- The Complex Role of Mast Cells in Head and Neck Squamous Cell Carcinoma: A Systematic Review.Medicina (Kaunas, Lithuania) · 2024Pooled it
- Role of the circadian rhythm in squamous cell carcinoma: From molecular mechanism to therapy (Review).Molecular medicine reports · 2026Review
- Immunoexpression of programmed death receptor 1 and its ligands in oral cavity squamous cell carcinoma.Medicina oral, patologia oral y cirugia bucal · 2026Article
- Circadian clock and cancer.Military Medical Research · 2026Review
- Bioinformatic analysis of glycolysis and lactate metabolism genes in head and neck squamous cell carcinoma.Scientific reports · 2025Article
- Multiple machine learning-based integrations of multi-omics data to identify molecular subtypes and construct a prognostic model for HNSCC.Hereditas · 2025Article
- The role of circadian rhythm regulator PERs in oxidative stress, immunity, and cancer development.Cell communication and signaling : CCS · 2025Review
- Circadian rhythm-based prognostic features predict immune infiltration and tumor microenvironment in molecular subtypes of hepatocellular carcinoma.Open life sciences · 2025Article
- From genes to drugs: targeting Alzheimer's with circadian insights.Frontiers in aging neuroscience · 2025Article
- LncRNA HOXB-AS4 Promotes Tumor Malignant Phenotype in Head and Neck Squamous Cell Carcinoma and Serves as a Prognosis Marker.Journal of Cancer · 2025Article
- A novel mast cell marker gene-related prognostic signature to predict prognosis and reveal the immune landscape in head and neck squamous cell carcinoma.Frontiers in immunology · 2025Article
- PER3 promoter hypermethylation correlates to the progression of pan-cancer.Clinical epigenetics · 2024Article
- CTHRC1 is a prognostic biomarker correlated with immune infiltration in head and neck squamous cell carcinoma.BMC oral health · 2024Article
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 1 country.
Funding
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a heterogeneity pathological malignant cancer with leading causes of morbidity and mortality. EGFR inhibitors, immune checkpoint inhibitors have become novel treatments. However, the mechanism still remained uncertain. Several studies have confirmed that the circadian rhythms induce multiple malignancies developing. We utilized multi-omics analysis to demonstrate the crosstalk between circadian clock genes and tumor microenvironment in HNSCC. Firstly, we performed the LASSO Cox regression analysis based on the 16 important clock genes. A 7-gene risk model was successfully established in TCGA and validated in GEO datasets. Next, CIBERSORT and ESTIMATE methods were performed to display the immune landscape of high risk and low risk groups, and the results showed that high abundance of mast cells activated, dendritic cells activated and neutrophils were positively correlated with poor OS. To further identify hub genes, Kaplan Meier plot was applied in all TCGA and GEO datasets and two hub genes (PER2, and PER3) were identified, especially PER3, which was found strongly associated with immune score, PDCD1, CD4 + and CD8 + T cells in HNSCCC. Moreover, to explore the innate mechanism of circadian-induced pathway, we constructed a circadian-related ceRNA regulatory network containing 34 lncRNAs, 3 miRNAs and 4 core circadian genes. In-vitro experiments also verified that Per2 or Per3 could suppressed the proliferation, migration and invasion of HNSC. This study unraveled the association between PER3 and prognosis in patients with HNSC and the innate mechanism remains to be elucidated.
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