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Published on: June 9, 2023
Exploring the anti-cancer potential of daidzin in breast cancer: Integrated bioinformatics and computational insights
Md Nazim Uddin1, Jie Wang2, Md Habibur Rahman Bhuiyan1
1Institute of Food Science and Technology, Bangladesh Council of Scientific and Industrial Research (BCSIR), Dhanmodi, Dhaka 1205, Bangladesh.
Abstract:
Breast cancer (BC) remains the most prevalent cancer among women, with high recurrence rates highlighting the urgent need for novel therapeutic strategies. This study evaluates the chemopreventive potential of daidzin, a dietary isoflavone, as a targeted inhibitor of key oncogenic proteins involved in BC progression. Differentially expressed genes (DEGs) between BC cells and normal samples were identified using the GSE85871 dataset. Subsequent pathway enrichment analysis, protein-protein interaction (PPI) network construction, and validation using the TCGA cohort were conducted to elucidate daidzin's regulatory impact. Molecular docking, molecular dynamics (MD) simulations, principle component analysis (PCA), free energy landscape (FEL) analysis, Secondary structure analysis (SSA) and MM-GBSA calculations, including per-residue decomposition, were employed to characterize the binding interactions. Furthermore, the ADMET properties were also conducted for diazin to see the druggability. The analysis revealed 449 upregulated and 644 downregulated genes following daidzin treatment. KEGG pathway enrichment indicated significant downregulation of cancer-associated pathways, including PI3K-Akt signaling, focal adhesion, and cytokine-cytokine receptor interactions. Expression and validation analyses confirmed that daidzin effectively targets and inhibits key oncogenes such as KRAS, CCND1, CDH11, and MDM2, which play crucial roles in BC progression and serve as diagnostic biomarkers. Molecular docking demonstrated favorable binding affinities of daidzin to these oncogenic proteins, while MD simulations, PCA, FEL, SSA and MM-GBSA results confirmed stable and favorable interactions, particularly with KRAS, CCND1, and MDM2. Additionally, frontier molecular orbital (FMO) and molecular electrostatic potential (MEP) analyses revealed high chemical reactivity of daidzin. Additionally, ADMET profiling confirmed favorable drug-like properties and acceptable pharmacokinetic characteristics of daidzin. Overall, this integrated analysis suggests that daidzin could serve as a promising natural agent for breast cancer chemoprevention by targeting and downregulating essential oncogenes and disrupting critical cancer-associated signaling pathways.
Insights
Daidzin, a natural isoflavone, shows promise in breast cancer (BC) chemoprevention by targeting key oncogenes like KRAS and CCND1. This study confirms its potential to inhibit BC progression through molecular and computational analyses.
Area of Science:
- Oncology
- Pharmacology
- Computational Biology
Background:
- Breast cancer (BC) is a leading cause of cancer mortality in women, with high recurrence rates necessitating novel therapeutic strategies.
- Dietary isoflavones, such as daidzin, are being investigated for their potential chemopreventive properties against various cancers.
Purpose of the Study:
- To evaluate the chemopreventive potential of daidzin as a targeted inhibitor of oncogenic proteins in breast cancer progression.
- To elucidate the molecular mechanisms underlying daidzin's effects on gene expression and signaling pathways in BC.
Main Methods:
- Differential gene expression analysis using GSE85871 dataset and TCGA cohort validation.
- Pathway enrichment analysis (KEGG), protein-protein interaction (PPI) network construction.
- Molecular docking, molecular dynamics (MD) simulations, PCA, FEL, SSA, MM-GBSA, FMO, MEP, and ADMET profiling.
Main Results:
- Daidzin treatment significantly altered gene expression, downregulating key cancer-associated pathways (PI3K-Akt, focal adhesion).
- Daidzin effectively inhibited oncogenes KRAS, CCND1, CDH11, and MDM2, confirmed by molecular docking and MD simulations.
- Computational analyses indicated stable binding interactions and favorable drug-like properties for daidzin.
Conclusions:
- Daidzin demonstrates significant potential as a chemopreventive agent for breast cancer.
- Daidzin's efficacy is attributed to its ability to target and downregulate essential oncogenes and disrupt critical cancer signaling pathways.
- The favorable pharmacokinetic profile suggests daidzin could be a viable therapeutic candidate for breast cancer management.
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