The present invention relates to a pharmaceutical composition containing at least one drug containing at least a toxicophore function N acetyl L cysteine (NAC) at least one antioxidant agent and at least one pharmaceutically acceptable excipient and the same for use in the prevention and/or reduction of the occurrence of idiosyncratic adverse drug reactions ( IADRs ) caused by said drug.