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Objective: This study analyzed the signal mining of adverse events caused by finerenone based on the US Food and Drug Administration Adverse Event Reporting System (FAERS) and evaluated the drug's safety to provide a reference for the safe administration of this medication in medical institutions., Methods: FAERS data from the third quarter of 2021 to the fourth quarter of 2023 were used, and the adverse event codes of the Medical Dictionary for Regulatory Activities were compared. After the data were processed, adverse event reports that featured finerenone as the most suspected drug were extracted., Results: A total of 905 reported cases of adverse events including finerenone as the first suspected drug were extracted. The ratio of male to female patients was 1.25, and most were aged 65-85 years (30.1%). The adverse events that were reported more frequently with positive signals were decreased glomerular filtration rate, hyperkalemia, increased blood creatinine, and dizziness. The adverse events that were concentrated on in investigations were metabolism and nutrition disorders and diseases of the renal and urinary system., Conclusions: Our study identified significant novel adverse events (AEs) signals for finerenone that could provide support for clinical monitoring of and risk identification for finerenone.