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A ceRNA-associated risk model predicts the poor prognosis for head and neck squamous cell carcinoma patients
- Source :
- Scientific Reports, Scientific Reports, Vol 11, Iss 1, Pp 1-18 (2021)
- Publication Year :
- 2020
-
Abstract
- Head and neck squamous cell carcinoma (HNSCC) is one of the most malignant cancers with poor prognosis worldwide. Emerging evidence indicates that competing endogenous RNAs (ceRNAs) are involved in various diseases, however, the regulatory mechanisms of ceRNAs underlying HNSCC remain unclear. In this study, we retrieved differentially expressed long non-coding RNAs (DElncRNAs), messenger RNAs (DEmRNAs) and microRANs (DEmiRNAs) from The Cancer Genome Atlas database and constructed a ceRNA-based risk model in HNSCC by integrated bioinformatics approaches. Functional enrichment analyses showed that DEmRNAs might be involved in extracellular matrix related biological processes, and protein–protein interaction network further selected out prognostic genes, including MYL1 and ACTN2. Importantly, co-expressed RNAs identified by weighted co-expression gene network analysis constructed the ceRNA networks. Moreover, AC114730.3, AC136375.3, LAT and RYR3 were highly correlated to overall survival of HNSCC by Kaplan–Meier method and univariate Cox regression analysis, which were subsequently implemented multivariate Cox regression analysis to build the risk model. Our study provides a deeper understanding of ceRNAs on the regulatory mechanisms, which will facilitate the expansion of the roles on the ceRNAs in the tumorigenesis, development and treatment of HNSCC.
- Subjects :
- Adult
Male
Poor prognosis
Myosin Light Chains
Adolescent
Carcinogenesis
Science
Gene regulatory network
Kaplan-Meier Estimate
Biology
medicine.disease_cause
Disease-Free Survival
Article
Risk model
Young Adult
Risk Factors
medicine
Humans
Actinin
Gene Regulatory Networks
Protein Interaction Maps
Child
Gene
Aged
Proportional Hazards Models
Cancer
Aged, 80 and over
Multidisciplinary
Competing endogenous RNA
Proportional hazards model
Squamous Cell Carcinoma of Head and Neck
Ryanodine Receptor Calcium Release Channel
Middle Aged
medicine.disease
Head and neck squamous-cell carcinoma
Computational biology and bioinformatics
Gene Expression Regulation, Neoplastic
MicroRNAs
Oncology
Cancer research
Medicine
Female
RNA, Long Noncoding
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 11
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Scientific reports
- Accession number :
- edsair.doi.dedup.....d13d0824e24f7bd0c232175140f30b02