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Long Non-coding RNA and mRNA Co-expression Network Reveals Novel Players in Pleomorphic Xanthoastrocytoma
Iman Dandapath1, Rahul Gupta2, Jyotsna Singh1
1Neuropathology Laboratory, All India Institute of Medical Sciences, Neurosciences Centre, New Delhi, 110029, India.
Abstract:
Histological interpretation of the rare pleomorphic xanthoastrocytoma (PXA) has been the holy grail for treatment options. However, no stand-alone clinical interventions have been developed owing to the lack of gene expression profiling data in PXA/APXA patients. We first time report the comprehensive analyses of the coding as well as long non-coding RNA (lncRNA) signatures of PXA/APXA patients. Several genes such as IGFBP2, NF1, FOS, ERBB2, and lncRNAs such as NEAT1, HOTAIRM1, and GAS5 known to play crucial roles in glioma patients were also deregulated in PXA patients suggesting the commonality in the molecular signatures. PPI network, co-expression, and lncRNA-mRNA interaction studies unraveled hub genes (such as ERBB2, FOS, RPA1) and networks that may play a critical role in PXA biology. The most enriched pathways based on gene profiles were related to TLR, chemokine, MAPK, Rb, and PI3K-Akt signaling pathways. The lncRNA targets were enriched in glucuronidation, adipogenesis, TGF-beta signaling, EGF/EGFR signaling, and cell cycle pathways. Interestingly, several mRNAs like PARVG, and ABI2 were found to be targeted by multiple lncRNAs suggesting a tight control of their levels. Some of the most prominent lncRNA-mRNA pairs were LOC728730: MRPL9, XLOC_l2_011987: ASIC2, lnc-C1QTNF5-1: RNF26. Notably, several lncRNAs such as lnc-CETP-1, lnc-XRCC3-1, lnc-RPL31-1, lnc-USP13-1, and MAPKAPK5-AS1, and genes such as RPA1, NTRK3, and CNRP1 showed strong correlation to the progression-free survival of PXA patients suggesting their potential as novel biomarkers. Overall, the findings of this study may facilitate the development of a new realm of RNA biology in PXA that may have clinical significance in the future.
Insights
This study reveals key gene and long non-coding RNA (lncRNA) signatures in pleomorphic xanthoastrocytoma (PXA) patients for the first time. These findings identify potential biomarkers and therapeutic targets, advancing RNA biology in PXA treatment.
Area of Science:
- Neuro-oncology
- Molecular Biology
- Genomics
Background:
- Pleomorphic xanthoastrocytoma (PXA) is a rare brain tumor with limited treatment options due to a lack of molecular data.
- Gene expression profiling is crucial for understanding PXA/anaplastic PXA (APXA) pathogenesis and developing targeted therapies.
Purpose of the Study:
- To comprehensively analyze the coding and long non-coding RNA (lncRNA) signatures in PXA/APXA patients.
- To identify potential molecular biomarkers and therapeutic targets for PXA.
Main Methods:
- Genome-wide analysis of coding and lncRNA expression profiles in PXA/APXA patients.
- Protein-protein interaction (PPI) network, co-expression, and lncRNA-mRNA interaction analyses.
- Pathway enrichment analysis and correlation with progression-free survival.
Main Results:
- Identified deregulated genes (e.g., ERBB2, FOS, RPA1) and lncRNAs (e.g., NEAT1, HOTAIRM1, GAS5) common in gliomas.
- Unraveled key hub genes and networks involved in PXA biology, enriched in pathways like MAPK and PI3K-Akt signaling.
- Discovered novel lncRNA-mRNA interactions and identified specific lncRNAs and genes (e.g., RPA1, NTRK3) strongly correlated with progression-free survival.
Conclusions:
- This study provides the first comprehensive RNA signature analysis for PXA/APXA.
- Identified potential diagnostic and prognostic biomarkers, including specific lncRNAs and genes.
- Findings pave the way for novel RNA-based therapeutic strategies and highlight the clinical significance of RNA biology in PXA.
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