Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, IIT Madras, Chennai, 600036, India.
School of Bioscience and Technology, Vellore Institute of Technology, Vellore, India.
Mol Genet Genomics. 2022 Sep;297(5):1353-1370. doi: 10.1007/s00438-022-01924-z. Epub 2022 Jul 13.
Development of colon adenocarcinoma (COAD) metastasis involves several mediators including fluid shear stress (FSS), intracellular ROS levels, and non-coding RNAs. In our present study, we identified and investigated the role of regulatory non-coding RNA molecules specifically involved in COAD metastasis and their association with FSS and ROS. Interactions between the mRNAs associated with FSS and ROS, the corresponding microRNAs (miRNAs), long noncoding RNAs (lncRNAs) and circular RNAs (circRNAs) in COAD metastasis were used to generate the mRNA-miRNA-lncRNA-circRNA network. Experimental validation of the identified RNA hubs using quantitative real-time PCR demonstrated a direct effect of the FSS on their expression levels in cancer cells. FSS resulted in the downregulation of HMGA1 and RAN, as well as the upregulation of HSP90AA1, PMAIP1 and BIRC5. Application of shear stress also led to downregulation of hsa-miR-26b-5p and hsa-miR-34a-5p levels in HCT116 cells. Further, functional enrichment and survival analysis of the significant miRNAs, as well as the OncoPrint and the survival analyses of the selected mRNAs were performed. Subsequently, their functional role was also corroborated with existing literature. Ten significant miRNA hubs were identified, out of which hsa-miR-17-5p and hsa-miR-20a-5p were found to interact with lncRNA (CCAT2) while hsa-miR-335 was found to interact with four circRNAs. Fifteen significant miRNAs were identified in 10 different modules suggesting their importance in FSS and ROS-mediated COAD metastasis. Finally, 10 miRNAs and 3 mRNAs associated with FSS and/or ROS were identified as significant overall survival markers; 33 mRNAs were also identified as metastasis-free survival markers whereas 15 mRNAs showed > 10% gene alterations in TCGA-COAD data and may serve as promising therapeutic biomarkers in the COAD metastasis.
结直肠癌(COAD)转移的发生涉及多种介质,包括流体切应力(FSS)、细胞内 ROS 水平和非编码 RNA。在本研究中,我们鉴定并研究了特定参与 COAD 转移的调节性非编码 RNA 分子的作用及其与 FSS 和 ROS 的关联。使用 COAD 转移中与 FSS 和 ROS 相关的 mRNAs 及其对应的 microRNAs(miRNAs)、长非编码 RNA(lncRNAs)和环状 RNA(circRNAs)之间的相互作用,生成了 mRNA-miRNA-lncRNA-circRNA 网络。使用定量实时 PCR 对鉴定的 RNA 枢纽进行实验验证,证明了 FSS 对癌细胞中它们表达水平的直接影响。FSS 导致 HMGA1 和 RAN 的下调,以及 HSP90AA1、PMAIP1 和 BIRC5 的上调。施加切应力也导致 HCT116 细胞中 hsa-miR-26b-5p 和 hsa-miR-34a-5p 水平的下调。进一步对显著 miRNA 进行功能富集和生存分析,以及对选定 mRNAs 的 OncoPrint 和生存分析。随后,还与现有文献一起验证了它们的功能作用。鉴定出 10 个重要的 miRNA 枢纽,其中 hsa-miR-17-5p 和 hsa-miR-20a-5p 被发现与 lncRNA(CCAT2)相互作用,而 hsa-miR-335 被发现与 4 个 circRNAs 相互作用。在 10 个不同模块中鉴定出 15 个重要的 miRNAs,表明它们在 FSS 和 ROS 介导的 COAD 转移中具有重要作用。最后,鉴定出 10 个与 FSS 和/或 ROS 相关的 miRNA 和 3 个 mRNAs 作为总生存的显著标志物;33 个 mRNAs 也被鉴定为无转移生存标志物,而 15 个 mRNAs 在 TCGA-COAD 数据中显示出 > 10%的基因改变,可能作为 COAD 转移中的有前途的治疗生物标志物。