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Potential target identification for breast cancer and screening of small molecule inhibitors: A bioinformatics
Shivangi Agarwal1, Sushil K Kashaw1
1Department of Pharmaceutical Sciences, Dr. Harisingh Gour University (A Central University), Sagar, MP, India.
Abstract:
In the current study, we investigated the role of PAK1 (P21 (RAC1) Activated Kinase 1) gene in breast cancer and to this end, we performed differential gene expression analysis of PAK1 in breast cancer tissues compared to the normal adjacent tissue. We also studied its significance in protein-protein interaction (PPI) network, and analysed biological pathways, cellular processes, and role of PAK1 in different diseases. We found PAK1 to have significant role in breast cancer pathways such as integrin signaling, axonal guidance signaling, signaling by Rho family GTPases, ERK5 signaling. Additionally, it has been found as hub gene in PPI network, suggesting its possible regulatory role in breast carcinogenesis. Moreover, PAK1 had role in progression of various diseases as neoplasia, tumorigenesis, lymphatic neoplasia. Thereby, PAK1 can be used as a therapeutic target in breast cancer. Further, we put our efforts in identification of potential small molecules inhibitors against PAK1 by developing a composite virtual screening protocol involving molecular dynamics (MD) and molecular docking. The chemical library of compounds from NCI diversity sets, Pubchem and eMolecules were screened against PAK1 protein and hits which showed good binding affinity were considered for MD simulation study. Moreover, to assess binding of selected hits, MMGBSA (Molecular Mechanics-Generalized Born Surface Area) analysis was performed using AMBER (Assisted Model Building with Energy Refinement) package. MMGBSA calculations exhibited that the identified ligands showed good binding affinity with PAK1. HighlightsThe PAK1 has been found to be upregulated in breast cancer samples and is a potential oncogene playing role in different cellular functions and processes.The molecular docking studies revealed ligands showed good binding affinity towards PAK1 protein.The residues Glu345, Leu347, Thr406, Asp299, Asp393 and Gly350 were found to make H-bond interactions with small molecule inhibitors.The residues Ile276, Val284, Ala297, Tyr346, Leu396 and Asp407 were found to make hydrophobic interactions.The RMSD analysis confirmed stability of complexes throughout 40 ns production period.The MD simulations studies revealed the binding site flexibility, binding free energy of complexes and per-residue contribution in ligand binding.Communicated by Ramaswamy H. Sarma.
Insights
P21 (RAC1) Activated Kinase 1 (PAK1) is upregulated in breast cancer, acting as a potential oncogene. Molecular docking and simulations identified PAK1 as a therapeutic target, with promising small molecule inhibitors showing good binding affinity.
Area of Science:
- Oncology
- Molecular Biology
- Computational Chemistry
Background:
- P21 (RAC1) Activated Kinase 1 (PAK1) is implicated in various cellular processes.
- Its specific role and therapeutic potential in breast cancer require further elucidation.
Purpose of the Study:
- To investigate the role of PAK1 in breast cancer.
- To identify potential small molecule inhibitors of PAK1 for therapeutic development.
Main Methods:
- Differential gene expression analysis of PAK1 in breast cancer tissues.
- Protein-protein interaction (PPI) network analysis.
- Virtual screening, molecular docking, and molecular dynamics (MD) simulations.
Main Results:
- PAK1 is significantly upregulated in breast cancer and acts as a hub gene in PPI networks.
- PAK1 is involved in key breast cancer pathways including integrin signaling and Rho family GTPases signaling.
- Virtual screening identified small molecules with significant binding affinity to PAK1, confirmed by MD simulations and MMGBSA analysis.
Conclusions:
- PAK1 is a potential oncogene and a promising therapeutic target for breast cancer.
- Identified small molecules demonstrate potential as PAK1 inhibitors, warranting further investigation.
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