Non-coding RNAs in fluid shear stress-driven and reactive oxygen species-mediated colon cancer metastasis
KrishnaPriya, S.; Banerjee, S.; Karunagaran, D.; Suraishkumar, G. K.
Show abstract
BackgroundColon adenocarcinoma (COAD) is the third most common cancer in the world. Fluid shear stress (FSS) and intracellular reactive oxygen species (ROS) levels are known to mediate COAD metastasis. The present work was performed to explore the role of regulatory non-coding RNA molecules associated with FSS and ROS in COAD metastasis. MethodsThe interactions between the mRNAs associated with FSS and ROS, the corresponding miRNAs, lncRNAs and circRNAs in COAD metastasis were used to generate the mRNA-miRNA-lncRNA-circRNA network. The expression levels of the RNAs in the network were also considered besides the identification of RNA hubs and modules. Further, functional enrichment and survival analysis of the significant miRNAs together with the OncoPrint as well as survival analysis of the selected mRNAs were performed. Subsequently, their functional role was also corroborated with existing literature. ResultsTen significant miRNA hubs were identified, out of which hsa-miR-17-5p and hsa-miR-20a-5p were found to interact with a lncRNA, CCAT2 and hsa-miR-335 was found to interact with four circRNAs. 60% of the FSS and ROS associated mRNAs and 90% of the top 10 miRNA-enriched pathways that emerged from the functional analysis were reported to be involved in COAD metastasis. 15 significant miRNAs were identified in ten different modules suggesting their importance in FSS and ROS mediated COAD metastasis. Finally, ten miRNAs and three 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 hence emerged as significant molecular markers in the process. ConclusionWe hypothesize that the biologically significant RNAs identified in this integrated analysis may provide valuable insights to understand the molecular mechanism of the FSS driven and ROS mediated COAD metastasis and to design efficient treatment strategies.
Matching journals
The top 12 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- MicroRNAs and mRNA Regulatory Network of Parenchymal Hematoma after Endovascular Mechanical Reperfusion for Acute Ischemic Stroke in Rat 94%
- Multi-omic meta-analysis of transcriptomes and the bibliome uncovers novel hypoxia-inducible genes 94%
- Myogenetic oligodeoxynucleotides as anti-nucleolin aptamers inhibit the growth of embryonal rhabdomyosarcoma cells 94%
Similar papers in this journal
- BNIP3 upregulation characterizes cancer cell subpopulation with increased fitness and proliferation 95%
- Systems biomedicine of primary and metastatic colorectal cancer reveals potential therapeutic targets 95%
- Patient stratification of clear cell renal cell carcinoma using the global transcription factor activity landscape derived from RNA-seq data 94%
Similar papers in this journal
- Mutant KRAS-associated proteome is mainly controlled by exogenous factors 93%
- Differential modulation of miR-122 transcription by TGFbeta1/BMP6: implications for nonresolving inflammation and hepatocarcinogenesis 92%
- Locus-specific enrichment analysis of 5-hydroxymethylcytosine reveals novel genes associated with breast carcinogenesis 92%
Similar papers in this journal
- Identification of cuproptosis and ferroptosis-related subtypes and development of a prognostic signature in colon cancer 95%
- Research of the mechanism on miRNA193 in exosomes promotes cisplatin resistance in esophageal cancer cells 94%
- Bioinformatics analysis of immune-related prognostic genes and immunotherapy in renal clear cell carcinoma 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.