Therapeutic prognosis of prostate cancer using surface-enhanced Raman scattering of patient urine and multivariate statistical analysis.
genetic algorithm
multivariate data analysis
non-recurrence
prostate cancer
recurrence
surface-enhanced Raman scattering
Journal
Journal of biophotonics
ISSN: 1864-0648
Titre abrégé: J Biophotonics
Pays: Germany
ID NLM: 101318567
Informations de publication
Date de publication:
01 2021
01 2021
Historique:
received:
08
07
2020
revised:
26
08
2020
accepted:
03
09
2020
pubmed:
11
9
2020
medline:
13
7
2021
entrez:
10
9
2020
Statut:
ppublish
Résumé
Surface-enhanced Raman scattering (SERS) is highly sensitive and label-free analytical technique based on Raman spectroscopy aided by field-multiplying plasmonic nanostructures. We report the use of SERS measurements of patient urine in conjunction with biostatistical algorithms to assess the treatment response of prostate cancer (PCa) in 12 recurrent (Re) and 63 nonrecurrent (NRe) patient cohorts. Multiple Raman spectra are collected from each urine sample using monodisperse silver nanoparticles (AgNPs) for Raman signal enhancement. Genetic algorithms-partial least squares-linear discriminant analysis (GA-PLS-LDA) was employed to analyze the Raman spectra. Comprehensive GA-PLS-LDA analyses of these Raman spectral features (p = 3.50 × 10
Identifiants
pubmed: 32909380
doi: 10.1002/jbio.202000275
doi:
Substances chimiques
Silver
3M4G523W1G
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
e202000275Informations de copyright
© 2020 Wiley-VCH GmbH.
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