Silver-Coated Disordered Silicon Nanowires Provide Highly Sensitive Label-Free Glycated Albumin Detection through Molecular Trapping and Plasmonic Hotspot Formation
Articolo
Data di Pubblicazione:
2020
Abstract:
Glycated albumin (GA) is rapidly emerging as a robust biomarker for
screening and monitoring of diabetes. To facilitate its rapid, point-of-care
measurements, a label-free surface-enhanced Raman spectroscopy (SERS)
sensing platform is reported that leverages the specificity of molecular
vibrations and signal amplification on silver-coated silicon nanowires
(Ag/SiNWs) for highly sensitive and reproducible quantification of GA. The
simulations and experimental measurements demonstrate that the
disordered orientation of the nanowires coupled with the wicking of the
analyte molecules during the process of solvent evaporation facilitates
molecular trapping at the generated plasmonic hotspots. Highly sensitive
detection of glycated albumin is shown with the ability to visually detect
spectral features at as low as 500 × 10-9 m, significantly below the
physiological range of GA in body fluids. Combined with chemometric
regression models, the spectral data recorded on the Ag/SiNWs also allow
accurate prediction of glycated concentration in mixtures of glycated and
non-glycated albumin in proportions that reflect those in the bloodstream.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
biosensing; diabetes screening; glycated albumin; machine learning; nanowires; plasmonics; surface enhanced Raman spectroscopy (SERS)
Elenco autori:
Convertino, Annalisa; Maiolo, Luca; Mussi, Valentina
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