“…In recent years, surface-enhanced Raman scattering (SERS) spectroscopy is considered as a promising technique for the determination of trace heavy metal ions because of its special fingerprinting ability, high sensitivity, fast detection speed, and simple operation. − The bottom-up approach is a simple and cost-effective strategy for fabricating SERS substrates, which mainly relies on the assembly of nanoparticle (NP) suspensions at the interface. ,− To date, using strong adsorbent surfactants to guide particle growth has produced a variety of noble metal NPs with different sizes, morphologies, compositions, or structures. On the other hand, the surfactants facilitate the separation of nanoparticles and ensure the stability of the NPs. − Although the morphology of the synthesized NPs can be easily manipulated using surfactant molecules, their presence is problematic for the application of plasmonic sensing. − Surfactant molecules bound to the surface of NPs act as physical and chemical barriers that restrict access of the analyte to the hot spot region, resulting in reduced Raman intensity of the analyte. , However, it remains a significant challenge to avoid the influence of surfactants on the adsorption of detection molecules by converting surfactant-free NPs to stable and reliable SERS substrates.…”