4.6 Article

Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma

期刊

AGING-US
卷 13, 期 6, 页码 7975-7997

出版社

IMPACT JOURNALS LLC
DOI: 10.18632/aging.202848

关键词

HNSCC; TCGA database; prognostic model; RBPs; OS

资金

  1. National Natural Science Foundation of China [81600801]
  2. Fundamental Research Funds for the Central Universities [2042019kf0128]
  3. Zhongnan Hospital of Wuhan University Science, Technology and Innovation Seed Fund [WJ2019H017]

向作者/读者索取更多资源

Defects in RNA-binding proteins (RBPs) are closely associated with the occurrence and development of HNSCC. A prognostic model containing nine RBPs was constructed, and these RBPs were found to play important roles in the overall survival of HNSCC patients.
Evidence shows that defects in RNA-binding proteins (RBPs) are closely related to the occurrence and development of HNSCC. We obtained 502 tumors and 44 normal samples from the TCGA database, among which 190 differentially expressed RBPs were screened. Finally, a prognostic model containing nine RBPs (CELF2, CPEB1, DDX39B, EIF3L, EZH2, KHDRBS3, RNASE10, RNASE3 and SIDT1) was produced. Further analysis showed that the overall survival rate in the high-risk group was lower than that in the low-risk group. The area under the ROC curve (AUC) in the training and testing groups was significant (3-year AUC, 0.735 vs 0.796; 5-year AUC, 0.821 vs 0.804). In addition, a comprehensive analysis of nine identified RBPs showed that most of them were related to the OS of HNSCC patients, and three of them (CELF2, EZH2, and SIDT1) were differentially expressed in HNSCC and control tissues at the protein level. In addition, our data revealed that the identified RBPs are highly interconnected, with high frequency copy number changes in HNSCC samples. GSEA indicated that the abnormal biological processes related to RNA and the activation of some classical tumor signaling pathways were important driving forces for the development of HNSCC. Our results provide novel insights into the pathogenesis of HNSCC, among which nine RBP markers have potential application value in clinical decision-making and individualized treatment of HNSCC.

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