1. Chemometric-assisted surface-enhanced Raman spectroscopy for metformin determination using gold nanoparticles as substrate.
- Author
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Castro RC, Ribeiro DSM, Santos JLM, Nunes C, Reis S, and N M J Páscoa R
- Subjects
- Spectrum Analysis, Raman, Gold, Chemometrics, Metformin, Metal Nanoparticles
- Abstract
A fast, simple, and reliable method for determination of metformin was developed by coupling surface-enhanced Raman spectroscopy (SERS) with chemometric methods. This relayed on the utilization of a portable Raman spectrometer and of citrate stabilized gold nanoparticles (AuNPs) as substrate, to carry out the measurement of SERS scattering signals, thus assuring improved sensitivity. The obtained datasets were analysed using principal component analysis (PCA) and partial least squares (PLS) regression. Upon optimization of the PLS model, in terms of latent variables, spectral region and pre-processing techniques, RMSECV and R
2 CV values of 0.42 mg/L and 0.94, respectively, were obtained. The optimized PLS regression model was further validated with the projection of commercial pharmaceutical samples, providing good results in terms of R2 P (0.97), RE (4.54 %) and analytical sensitivity (2.13 mg/L)., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2022 Elsevier B.V. All rights reserved.)- Published
- 2023
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