ArticleCancer medicine2018
Prediction of radiotherapy response with a 5-microRNA signature-based nomogram in head and neck squamous cell carcinoma.
Article in Cancer medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis that pooled it.
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Who cites it
33 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Prognostic Role of miR-31 in Head and Neck Squamous Cell Carcinoma: Systematic Review and Meta-Analysis with Trial Sequential Analysis.International journal of environmental research and public health · 2022Pooled it
- Integrative multi-omics and preclinical analyses identify miR-4776-5p as a prognostic radiosensitizer for patients undergoing radiotherapy for head-and-neck cancer.Discover oncology · 2025Article
- Multimodal fusion model for prognostic prediction and radiotherapy response assessment in head and neck squamous cell carcinoma.NPJ digital medicine · 2025Article
- Role of Non-coding RNAs on the Radiotherapy Sensitivity and Resistance in Cancer Cells.Current gene therapy · 2025Review
- Development and validation of frailty risk prediction model for elderly patients with coronary heart disease.BMC geriatrics · 2024Article
- Development and validation of a nomogram model of depression and sleep disorders and the risk of disease progression in patients with breast cancer.BMC women's health · 2024Article
- Clinical Biomarkers of Tumour Radiosensitivity and Predicting Benefit from Radiotherapy: A Systematic Review.Cancers · 2024Review
- RNA-Based Liquid Biopsy in Head and Neck Cancer.Cells · 2023Review
- Expression and molecular regulation of non-coding RNAs in HPV-positive head and neck squamous cell carcinoma.Frontiers in oncology · 2023Review
- Constructing and Verifying an Alexithymia Risk-Prediction Model for Older Adults with Chronic Diseases Living in Nursing Homes: A Cross-Sectional Study in China.Geriatrics (Basel, Switzerland) · 2022Article
- Development and validation of novel nomograms to predict survival of patients with tongue squamous cell carcinoma.World journal of clinical cases · 2022Article
- Nomogram reliability for predicting potential risk in postgraduate medical students with anxiety symptoms.Heliyon · 2022Article
- Promising Biomarkers in Head and Neck Cancer: The Most Clinically Important miRNAs.International journal of molecular sciences · 2022Review
- Transcriptome analysis reveals the prognostic and immune infiltration characteristics of glycolysis and hypoxia in head and neck squamous cell carcinoma.BMC cancer · 2022Article
- Multiple microRNA signature panel as promising potential for diagnosis and prognosis of head and neck cancer.Molecular biology reports · 2022Review
- Dose-dependent expression of extracellular microRNAs in HCT116 colorectal cancer cells exposed to high-dose-rate ionising radiation.Molecular and clinical oncology · 2022Article
- Non-Inferiority Study on the Precise Implementation of Multidisciplinary Continuous Nursing Intervention in Patients with Breast Cancer Experiencing Negative Emotions.Cancer management and research · 2022Article
- A potential prognostic model based on miRNA expression profile in The Cancer Genome Atlas for bladder cancer patients.Journal of biological research (Thessalonike, Greece) · 2020Article
- Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas.Bioscience reports · 2020Article
- A novel prognostic model predicting the long-term cancer-specific survival for patients with hypopharyngeal squamous cell carcinoma.BMC cancer · 2020Article
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Radiotherapy is unlikely to benefit all patients with head and neck squamous cell carcinoma (HNSCC). Therefore, novel method is warranted to predict the radiotherapy response. Our study aimed to construct a microRNA (miRNA)-based nomogram to predict clinical outcomes of patients with HNSCC receiving radiotherapy. We screened out 56 differential miRNAs by analyzing 44 paired tumor and adjacent normal samples miRNA expression profiles from The Cancer Genome Atlas (TCGA). A total of 307 patients with HNSCC receiving adjuvant radiotherapy were randomly divided into a training set (n = 154) and a validation set (n = 153). In the training set, we combined the differential miRNA profiles with clinical outcomes, and LASSO regression model was applied to establish a 5-miRNA signature. The prediction accuracy of the 5-miRNA signature was further validated. In addition, target genes of these miRNAs were predicted, and Gene Ontology (GO) analysis as well as KEGG pathway analysis was executed. A 5-miRNA signature including miR-99a, miR-31, miR-410, miR-424, and miR-495 was identified. With a cutoff value of 1.2201 from Youden's index, the training set was divided into high-risk and low-risk groups, and the 5-year overall survival was significantly different (30% vs. 73%, HR 3.65, CI 2.46-8.16; P < 0.0001). Furthermore, our 5-miRNA signature revealed that only low-risk group would benefit from radiotherapy. Then, a nomogram combining 5-miRNA signature with clinical variables to predict radiotherapy response was constructed. The analysis of 108 target genes of these miRNAs revealed some potential mechanisms in HNSCC radiotherapy response for future investigations. In conclusion, the 5-miRNA signature-based nomogram is useful in predicting radiotherapy response in HNSCC and might become a promising tool to optimize radiation strategies.
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