“…Additionally, many SERS-active NPs require further subsequent surface functionalization to enhance stability. To be applied in a real-world application, integration of these SERSactive NPs in diagnostic assays require further addition of targeting moieties to adhere on the surface such as aptamers 29,30 , antibodies [31][32][33] , oligonucleotide probes 34,35 and Raman reporter molecules (RRM) 36 . This mixed monolayer often results in competitive binding on the exposed NP surface, causing inequivalent surface deposition.…”