Integrating Network Pharmacology and In Silico Analysis to Explore the Bioactive Compounds Against Gastric Cancer
Smruti P Pradhan1, Ayushman Gadnayak2, Sukanta Kumar Pradhan3
1Community Medicine, Siksha 'O' Anusandhan Deemed to be University Institute of Medical Sciences and SUM Hospital, Bhubaneswar, IND.
Abstract:
Gastric cancer (GC) has become a major challenge in oncology research, primarily due to its detection at advanced stages. In this study, we identified and validated the pharmacological mechanisms involved in treating gastric cancer using an integrated approach combining network pharmacology, molecular docking, and a dynamic approach. Gastric cancer-related genes were obtained from DisGeNET, Genecard, and Malacard databases, while potential targets of bioactive compounds were predicted using SwissTargetPrediction. Network pharmacology and gene ontology (GO) enrichment analyses were employed to understand the molecular mechanisms of action. This should further be investigated to isolate bioactive compounds that can be used to treat different ailments. Albumin (ALB), B-cell lymphoma 2 (BCL-2), nuclear factor kappa B subunit 1 (NFKB1), hypoxia-inducible factor 1 alpha (HIF1A), and interleukin 6 (IL-6) had a higher expression in gastric cancer than in normal conditions. Top genes were validated by using the GEPIA (Gene Expression Profiling Interactive Analysis) database. Furthermore, the lead compounds dehydroxy-isocalamendiol and spathulenol exhibited the highest binding affinity with NFKB1 and HIF1A (-6.3 and -6 kJ/mol) in the molecular docking study. Enrichment analysis indicated enrichment of these hub targets in the programmed cell death-ligand 1 (PD-L1) checkpoint, phosphatidylinositol 3-kinases/protein kinase B (PI3K-Akt), Ras, and hypoxia-inducible factor-1 (HIF-1) signalling pathways with significant cut-offs of FDR < 0.01 and p < 0.05. Therefore, network pharmacology and molecular docking analyses revealed that dehydroxy-isocalamendiol and spathulenol exert therapeutic efficacy on gastric cancer by multiple targets, NFKB1 and HIF1A, and pathways (MAPK, PD-L1 checkpoint, PI3K-Akt, Ras, and HIF-1 pathways).
Insights
This study reveals that dehydroxy-isocalamendiol and spathulenol target key gastric cancer genes like NFKB1 and HIF1A. These compounds show promise for treating gastric cancer through multiple pathways.
Area of Science:
- Oncology
- Pharmacology
- Bioinformatics
Background:
- Gastric cancer (GC) presents a significant challenge due to late-stage detection.
- Effective treatments are crucial for improving patient outcomes.
Purpose of the Study:
- To identify and validate pharmacological mechanisms for treating gastric cancer.
- To explore the therapeutic potential of bioactive compounds against GC.
Main Methods:
- Integrated approach: network pharmacology, molecular docking, and dynamic analysis.
- Utilized databases: DisGeNET, Genecard, Malacard, SwissTargetPrediction, and GEPIA.
- Analyzed gene expression, compound-target interactions, and signaling pathways.
Main Results:
- Identified key gastric cancer genes: Albumin (ALB), B-cell lymphoma 2 (BCL-2), nuclear factor kappa B subunit 1 (NFKB1), hypoxia-inducible factor 1 alpha (HIF1A), and interleukin 6 (IL-6).
- Dehydroxy-isocalamendiol and spathulenol showed high binding affinity with NFKB1 and HIF1A.
- Enrichment analysis highlighted involvement in PD-L1 checkpoint, PI3K-Akt, Ras, and HIF-1 signaling pathways.
Conclusions:
- Dehydroxy-isocalamendiol and spathulenol demonstrate therapeutic efficacy against gastric cancer via multi-target action.
- These compounds target NFKB1 and HIF1A, impacting key signaling pathways like MAPK, PD-L1, PI3K-Akt, Ras, and HIF-1.
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