lncRNA-mRNA network analysis reveals novel biomarkers in prostate adenocarcinoma | bioRxiv
lncRNA-mRNA network analysis reveals novel biomarkers in prostate adenocarcinoma | bioRxiv
Prostate adenocarcinoma (PRAD) is the second most frequent cancer among
men worldwide. lncRNAs have been suggested as novel promising biomarkers
for cancer diagnosis and prognosis and therapeutic targets. Despite the
previous investigations, still, comprehensive studies are required to
discover the regulatory roles of lncRNAs in PRAD.
We introduced a PRAD lncRNA-mRNA network (PLMNET) to identify novel PRAD
biomarkers and therapeutic targets among lncRNAs. The PLMNET is
constructed based on RNAs that are differentially expressed and had
strongly correlate with each other. PANTR1, HOXB-AS3, EMX2OS, GATA3-AS1,
LINC01116, LINC02385 are PLMNET hubs that are considered key regulatory
lncRNAs of PRAD. We also mapped PLMNET lncRNAs to their associated
GO-terms and hallmarks. Literature review confirms our suggested
biomarkers and their associated hallmarks.
The high degree nodes of PLMNET, GATA3-AS1, EMX2OS, LINC01116,
LINC02137, RP11-431N15.2, LINC01671, LINC02806, ENSG00000231196,
ENSG00000244252, RP11-379F12.3, and SLC2A9-AS1 indicate significant
association with overall survival. In addition, we found that the hubs
regulatory roles have previously been confirmed in different types of
cancers by literature. For example, PANTER hub exhibited a high
expression correlation with three known tumor suppressors (SKI, SKP2,
and SH2B3) and is associated with Sustaining proliferative signal. The
literature has confirmed that PANTER may promote cancer cell
proliferation in prostate carcinoma. It also promotes renal cell
carcinoma and Hepatocellular carcinoma progression. Furthermore,
literature review proves that EMX2OS and LINC01116 are key regulatory
lncRNAs of prostate adenocarcinoma and HOXB-AS3 and GATA3-AS1 have
regulatory roles in other cancer.
According to pathway analysis, PLMNET hubs seem to contribute to PRAD
proliferation, invasion, metastasis, and apoptosis via dysregulation of
anaphase promoting complex/cyclosome (APC/C) subunits and dysregulation
of mitotic cell cycle.
These results introduce PLMCNET hubs as potential molecular biomarkers
for diagnosis and prognosis of PRAD and suggest therapeutic targets for
PRAD patients.
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