Label-free SERS for natural product provenance
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29/05/2014
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Resumo |
Introduction Natural product provenance is important in the food, beverage and pharmaceutical industries, for consumer confidence and with health implications. Raman spectroscopy has powerful molecular fingerprint abilities. Surface Enhanced Raman Spectroscopy’s (SERS) sharp peaks allow distinction between minimally different molecules, so it should be suitable for this purpose. Methods Naturally caffeinated beverages with Guarana extract, coffee and Red Bull energy drink as a synthetic caffeinated beverage for comparison (20 µL ea.) were reacted 1:1 with Gold nanoparticles functionalised with anti-caffeine antibody (ab15221) (10 minutes), air dried and analysed in a micro-Raman instrument. The spectral data was processed using Principle Component Analysis (PCA). Results The PCA showed Guarana sourced caffeine varied significantly from synthetic caffeine (Red Bull) on component 1 (containing 76.4% of the variance in the data). See figure 1. The coffee containing beverages, and in particular Robert Timms (instant coffee) were very similar on component 1, but the barista espresso showed minor variance on component 1. Both coffee sourced caffeine samples varied with red Bull on component 2, (20% of variance). ************************************************************ Figure 1 PCA comparing a naturally caffeinated beverage containing Guarana with coffee. ************************************************************ Discussion PCA is an unsupervised multivariate statistical method that determines patterns within data. Figure 1 shows Caffeine in Guarana is notably different to synthetic caffeine. Other researchers have revealed that caffeine in Guarana plants is complexed with tannins. Naturally sourced/ lightly processed caffeine (Monster Energy, Espresso) are more inherently different than synthetic (Red Bull) /highly processed (Robert Timms) caffeine, in figure 1, which is consistent with this finding and demonstrates this technique’s applicability. Guarana provenance is important because it is still largely hand produced and its demand is escalating with recognition of its benefits. This could be a powerful technique for Guarana provenance, and may extend to other industries where provenance / authentication are required, e.g. the wine or natural pharmaceuticals industries. |
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application/pdf application/pdf |
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Relação |
http://eprints.qut.edu.au/72592/1/Juanita_Hughes_Biosensors2014.pdf http://eprints.qut.edu.au/72592/2/figure_1_abstract.pdf Hughes, Juanita, Izake, Emad L., Lott, William B., & Ayoko, Godwin A. (2014) Label-free SERS for natural product provenance. In 24th Anniversary World Congress on Biosensors, 28-30 May 2014, Melbourne Convention and Exhibition Centre, Melbourne, VIC. (Unpublished) |
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Copyright 2014 The Author(s) |
Fonte |
School of Chemistry, Physics & Mechanical Engineering; Institute of Health and Biomedical Innovation; Science & Engineering Faculty |
Palavras-Chave | #010400 STATISTICS #010401 Applied Statistics #030000 CHEMICAL SCIENCE #030100 ANALYTICAL CHEMISTRY #030101 Analytical Spectrometry #030107 Sensor Technology (Chemical aspects) #biosensors #label-free #SERS #Surface Enhanced Raman Spectroscopy #food provenance #chemometrics #Principle Component Analysis (PCA) |
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Conference Item |