The present invention generally relates to methods for predicting the safety of a nicotinic cholinergic receptor agonist drug-based pharmacological treatment, such as one based on varenicline, based on determining at least one allele of one or more of single-nucleotide polymorphisms (SNPs) rs9479757, rs7930792, rs12423809, rs4251417, rs7146, rs477292, rs495491, rs3778151, rs763132, rs4474069 and rs1183035, or of any SNP of the corresponding linkage groups thereof, in a biological sample of a subject.