Master Regulators of Causal Networks in Intestinal- and Diffuse-Type Gastric Cancer and the Relation to the RNA Virus Infection Pathway.
Shihori TanabeSabina QuaderHoracio CabralEdward J PerkinsHiroshi YokozakiHiroki SasakiPublished in: International journal of molecular sciences (2024)
Causal networks are important for understanding disease signaling alterations. To reveal the network pathways affected in the epithelial-mesenchymal transition (EMT) and cancer stem cells (CSCs), which are related to the poor prognosis of cancer, the molecular networks and gene expression in diffuse- and intestinal-type gastric cancer (GC) were analyzed. The network pathways in GC were analyzed using Ingenuity Pathway Analysis (IPA). The analysis of the probe sets in which the gene expression had significant differences between diffuse- and intestinal-type GC in RNA sequencing of the publicly available data identified 1099 causal networks in diffuse- and intestinal-type GC. Master regulators of the causal networks included lenvatinib, pyrotinib, histone deacetylase 1 (HDAC1), mir-196, and erb-b2 receptor tyrosine kinase 2 (ERBB2). The analysis of the HDAC1-interacting network identified the involvement of EMT regulation via the growth factors pathway, the coronavirus pathogenesis pathway, and vorinostat. The network had RNA-RNA interactions with microRNAs such as mir-10, mir-15, mir-17, mir-19, mir-21, mir-223, mir-25, mir-27, mir-29, and mir-34. The molecular networks revealed in the study may lead to identifying drug targets for GC.
Keyphrases
- long non coding rna
- cell proliferation
- poor prognosis
- long noncoding rna
- gene expression
- epithelial mesenchymal transition
- tyrosine kinase
- histone deacetylase
- dna methylation
- squamous cell carcinoma
- signaling pathway
- sars cov
- transcription factor
- genome wide
- artificial intelligence
- high resolution
- data analysis
- squamous cell
- childhood cancer