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Published on: November 22, 2021
Combined Methylome and Transcriptome Analyses Reveals Potential Therapeutic Targets for EGFR Wild Type Lung Cancers
Weilei Hu1,2, Guosheng Wang3, Lonny B Yarmus4
1Institute of Translational Medicine, Zhejiang University, Hangzhou 310029, China.
Abstract:
Immune checkpoint inhibitors (ICIs) targeting PD-1/PD-L1 have demonstrated remarkable treatment efficacy in advanced non-small cell lung cancer (NSCLC). However, low expression of programmed death-ligand 1 (PD-L1), epidermal growth factor receptor (EGFR) wild-type NSCLCs are refractory, and only few therapeutic options exist. Currently, combination therapy with ICIs is frequently used in order to enhance the treatment response rates. Yet, this regimen is still associated with poor treatment outcome. Therefore, identification of potential therapeutic targets for this subgroup of NSCLC is strongly desired. Here, we report the distinct methylation signatures of this special subgroup. Moreover, several druggable targets and relevant drugs for targeted therapy were incidentally identified. We found hypermethylated differentially methylated regions (DMRs) in three regions (TSS200, TSS1500, and gene body) are significantly higher than hypomethylated ones. Downregulated methylated genes were found to be involved in negative regulation of immune response and T cell-mediated immunity. Moreover, expression of four methylated genes (PLCXD3 (Phosphatidylinositol-Specific Phospholipase C, X Domain Containing 3), BAIAP2L2 (BAR/IMD Domain Containing Adaptor Protein 2 Like 2), NPR3 (Natriuretic Peptide Receptor 3), SNX10 (Sorting Nexin 10)) can influence patients' prognosis. Subsequently, based on DrugBank data, NetworkAnalyst 3.0 was used for protein-drug interaction analysis of up-regulated differentially methylated genes. Protein products of nine genes were identified as potential druggable targets, of which the tumorigenic potential of XDH (Xanthine Dehydrogenase), ATIC (5-Aminoimidazole-4-Carboxamide Ribonucleotide Formyltransferase/IMP Cyclohydrolase), CA9 (Carbonic Anhydrase 9), SLC7A11 (Solute Carrier Family 7 Member 11), and GAPDH (Glyceraldehyde-3-Phosphate Dehydrogenase) have been demonstrated in previous studies. Next, molecular docking and molecular dynamics simulation were performed to verify the structural basis of the therapeutic targets. It is noteworthy that the identified pemetrexed targeting ATIC has been recently approved for first-line use in combination with anti-PD1 inhibitors against lung cancer, irrespective of PD-L1 expression. In future work, a pivotal clinical study will be initiated to further validate our findings.
Insights
This study identifies distinct methylation signatures in non-small cell lung cancer (NSCLC) resistant to immune checkpoint inhibitors (ICIs). It reveals potential druggable targets, including ATIC, offering new therapeutic avenues for NSCLC patients.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Immune checkpoint inhibitors (ICIs) targeting PD-1/PD-L1 show efficacy in advanced non-small cell lung cancer (NSCLC).
- However, NSCLC with low PD-L1 and wild-type EGFR expression is refractory to ICIs, necessitating novel therapeutic strategies.
- Combination therapies with ICIs improve response rates but still yield poor outcomes for this subgroup.
Purpose of the Study:
- To identify distinct methylation signatures in ICI-refractory NSCLC.
- To discover potential druggable targets and relevant drugs for targeted therapy in this patient subgroup.
- To validate therapeutic targets through molecular docking and simulation.
Main Methods:
- Analysis of methylation signatures in NSCLC subgroups.
- Identification of differentially methylated regions (DMRs) and associated genes.
- Protein-drug interaction analysis using NetworkAnalyst 3.0 and DrugBank data.
- Molecular docking and molecular dynamics simulations for target validation.
Main Results:
- Hypermethylated DMRs were significantly higher than hypomethylated ones in the studied NSCLC subgroup.
- Downregulated methylated genes are involved in immune response regulation.
- Four methylated genes (PLCXD3, BAIAP2L2, NPR3, SNX10) impact patient prognosis.
- Nine genes, including XDH, ATIC, CA9, SLC7A11, and GAPDH, were identified as potential druggable targets.
- Pemetrexed targeting ATIC was highlighted as a relevant therapeutic agent.
Conclusions:
- Distinct methylation patterns characterize ICI-refractory NSCLC, offering insights into treatment resistance.
- Several novel druggable targets and existing drugs show promise for targeted therapy in this NSCLC subgroup.
- The findings support further clinical investigation of identified targets and therapies, such as pemetrexed for ATIC, in NSCLC treatment.
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