Integrative analysis of differential circular RNA and long non-coding RNA profiles and associated competing endogenous RNA networks in esophageal squamous cell carcinoma
Autor: | Jiang-Feng Shen, Dong Jiang, Shi-Ying Zheng, Jin-Feng Ge |
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Rok vydání: | 2021 |
Předmět: |
0106 biological sciences
0301 basic medicine Mechanism (biology) Competing endogenous RNA General Medicine Computational biology Biology medicine.disease_cause 01 natural sciences Esophageal squamous cell carcinoma Long non-coding RNA 03 medical and health sciences 030104 developmental biology Circular RNA Genetics medicine Carcinogenesis Hedgehog Transcription factor 010606 plant biology & botany |
Zdroj: | Functional & Integrative Genomics. 21:125-138 |
ISSN: | 1438-7948 1438-793X |
DOI: | 10.1007/s10142-020-00765-6 |
Popis: | Long non-coding RNAs (lncRNAs) and circular RNAs (circRNAs) play vital roles in the tumorigenesis of esophageal squamous cell carcinoma (ESCC). Nevertheless, the mechanism and regulatory network associated with this process remain largely unknown. In this study, we performed a comprehensive analysis of the expression of mRNAs, lncRNAs, and circRNAs by RNA-seq. A total of 3265 mRNAs, 1084 lncRNAs, and 38 circRNAs were found to be differentially expressed. Among these, 269 mRNAs were found to encode transcription factors (TFs). Functional enrichment analysis indicated that the dysregulated TFs are associated with the Hedgehog, Jak-STAT, TGF-beta, and MAPK signaling pathways. Furthermore, we constructed co-expression networks to screen the core lncRNAs and circRNAs involved in the regulation of transcription factors in these four pathways. Finally, we constructed a competing endogenous RNA (ceRNA) network of ESCC based on the abovementioned pathways. Our findings provide important insight into the role of lncRNAs and circRNAs in ESCC; the differentially expressed lncRNAs and circRNAs may represent potential targets for ESCC diagnosis and therapy. |
Databáze: | OpenAIRE |
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