Identification of Circular RNA-Based Immunomodulatory Networks in Colorectal Cancer

竞争性内源性RNA 环状RNA 小RNA 生物 计算生物学 核糖核酸 基因 基因表达 信使核糖核酸 非编码RNA 结直肠癌
作者
Zongfeng Feng,Leyan Li,Yi Tu,Xufeng Shu,Yang Zhang,Qingwen Zeng,Lianghua Luo,Ahao Wu,Wenzheng Chen,Yi Cao,Zhengrong Li
出处
期刊:Frontiers in Oncology [Frontiers Media]
卷期号:11 被引量:3
标识
DOI:10.3389/fonc.2021.779706
摘要

Circular RNAs (circRNAs) have been recently proposed as hub molecules in various diseases, especially in tumours. We found that circRNAs derived from ribonuclease P RNA component H1 (RPPH1) were highly expressed in colorectal cancer (CRC) samples from Gene Expression Omnibus (GEO) datasets.We sought to identify new circRNAs derived from RPPH1 and investigate their regulation of the competing endogenous RNA (ceRNA) and RNA binding protein (RBP) networks of CRC immune infiltration.The circRNA expression profiles miRNA and mRNA data were extracted from the GEO and The Cancer Genome Atlas (TCGA) datasets, respectively. The differentially expressed (DE) RNAs were identified using R software and online server tools, and the circRNA-miRNA-mRNA and circRNA-protein networks were constructed using Cytoscape. The relationship between targeted genes and immune infiltration was identified using the GEPIA2 and TIMER2 online server tools.A ceRNA network, including eight circRNAs, five miRNAs, and six mRNAs, was revealed. Moreover, a circRNA-protein network, including eight circRNAs and 49 proteins, was established. The targeted genes, ENOX1, NCAM1, SAMD4A, and ZC3H10, are closely related to CRC tumour-infiltrating macrophages.We analysed the characteristics of circRNA from RPPH1 as competing for endogenous RNA binding miRNA or protein in CRC macrophage infiltration. The results point towards the development of a new diagnostic and therapeutic paradigm for CRC.
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