Tabriz University of Medical Sciences BioImpacts 2228-5652 15 1 2025 01 19 Investigating the function and targeting of MET protein as an oncogene kinase in pancreatic ductal adenocarcinoma: A microarray data integration 30187 30187 10.34172/bi.30187 EN Nahid Askari https://orcid.org/0000-0002-9462-1144 Morteza Hadizadeh https://orcid.org/0000-0002-8866-0737 Mohammad Sina https://orcid.org/0000-0002-2086-5402 Sepideh Parvizpour https://orcid.org/0000-0003-1865-5040 Seyedeh Zahra Mousavi https://orcid.org/0000-0001-8298-2770 Mohd Shahir Shamsir Journal Article 10.34172/bi.30187 2023 12 30 2024 08 03 Introduction: Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal disease with a poor prognosis. Kinase proteins are essential regulators of cellular processes and potential targets for drug development. Methods: Integration of multiple microarray datasets was screened to find differentially expressed kinases (DE-Kinases) across adjacent normal and tumor tissue samples in PDAC. The most effective kinase for drug design and docking in this study was selected by investigating biological mechanisms and survival analyses. Forty phytochemicals were extracted from the yellow sweet clover, Melilotus officinalis (Linn.) Pall, and were then subjected to in silico screening and molecular docking studies against a specific potent kinase. Results: MET, PAK3, and PDK4 were identified as the DE-Kinases. After examining the pathways and biological processes, up-regulated MET had the most significant survival analysis and became our primary kinase for drug design and docking in this study. Four of the extracted phytocompounds of Melilotus officinalis (Linn.) Pall that exhibited high binding affinities with MET and were selected for toxicity analysis. Finally, the stability and mobility of the two nontoxic compounds that passed the toxicity test (dicumarol PubChem CID: 54676038 and melilotigenin PubChem CID: 14059499) were studied by molecular dynamics simulation. Conclusion: This study's results identified two phytochemicals in yellow sweet clover that could be used to develop an anticancer drug, but experimental evaluation is necessary to confirm their efficacy.