New acridine derivatives as promising agents against methicillin-resistant staphylococci – From tests to in silico analysis

•Antibacterial activity of several new derivatives of tacrine.•Tested methicillin-resistant staphylococci.•Quantitative structure-activity relationship analysis.•Relationships between biological activity and the structural parameters.•Select descriptors as independent variables for multiple linear regression models.