The disclosed technology relates to methods, apparatuses and systems for detecting molecules using surface plasmon resonance techniques, and more particularly to surface plasmon resonance techniques that employ metal nanoparticles formed on substrates. In one aspect, method of making a layer of metallic nanoparticles includes providing a liquid composition comprising a binder polymer and a solvent and at least partially immersing, into the liquid composition, an article comprising a polymeric surface, wherein the polymeric surface comprises a polymeric material and does not comprise an inorganic glass or crystalline material. The method additionally includes applying a gas phase plasma to the liquid composition to facilitate chemical reactions between the binder polymer and the polymeric material of the polymeric surface to form a binder layer on the polymeric surface of the article. The method further includes applying metallic nanoparticles onto the binder layer to form a metallic nanoparticle layer on the binder layer.