The present application relates to colloidal chemistry, specifically to methods of synthesising gold nanoparticle colloids in a non-aqueous solvent, preferably, in dimethyl sulfoxide. In particular these gold nanoparticles have an average size of 5-20 nm and are in a biocompatible colloidal solution.