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Influence of the Sample Preparation Method in Discriminating Candida spp. Using ATR-FTIR Spectroscopy

Several studies have investigated the capacity of ATR-FTIR spectroscopy for fungal species discrimination. However, preparation methods vary among studies. This study aims to ascertain the effect of sample preparation on the discriminatory capacity of ATR-FTIR spectroscopy. Candida species were stre...

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Autores principales: Pebotuwa, Savithri, Kochan, Kamila, Peleg, Anton, Wood, Bayden R., Heraud, Philip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180699/
https://www.ncbi.nlm.nih.gov/pubmed/32231044
http://dx.doi.org/10.3390/molecules25071551
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author Pebotuwa, Savithri
Kochan, Kamila
Peleg, Anton
Wood, Bayden R.
Heraud, Philip
author_facet Pebotuwa, Savithri
Kochan, Kamila
Peleg, Anton
Wood, Bayden R.
Heraud, Philip
author_sort Pebotuwa, Savithri
collection PubMed
description Several studies have investigated the capacity of ATR-FTIR spectroscopy for fungal species discrimination. However, preparation methods vary among studies. This study aims to ascertain the effect of sample preparation on the discriminatory capacity of ATR-FTIR spectroscopy. Candida species were streaked to obtain colonies and spectra were collected from each preparation type, which included: (a) untreated colonies being directly transferred to the ATR crystal, (b) following washing and (c) following 24-h fixation in formalin. Spectra were pre-processed and principal component analysis (PCA) and K-means cluster analysis (KMC) were performed. Results showed that there was a clear discrimination between preparation types. Groups of spectra from untreated and washed isolates clustered separately due to intense protein, DNA and polysaccharide bands, whilst fixed spectra clustered separately due to intense polysaccharide bands. This signified that sample preparation had influenced the chemical composition of samples. Nevertheless, across preparation types, significant species discrimination was observed, and the polysaccharide (1200–900 cm(−1)) region was a common critical marker for species discrimination. However, different discriminatory marker bands were observed across preparation methods. Thus, sample preparation appears to influence the chemical composition of Candida samples; however, does not seem to significantly impact the species discrimination potential for ATR-FTIR spectroscopy.
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spelling pubmed-71806992020-05-01 Influence of the Sample Preparation Method in Discriminating Candida spp. Using ATR-FTIR Spectroscopy Pebotuwa, Savithri Kochan, Kamila Peleg, Anton Wood, Bayden R. Heraud, Philip Molecules Article Several studies have investigated the capacity of ATR-FTIR spectroscopy for fungal species discrimination. However, preparation methods vary among studies. This study aims to ascertain the effect of sample preparation on the discriminatory capacity of ATR-FTIR spectroscopy. Candida species were streaked to obtain colonies and spectra were collected from each preparation type, which included: (a) untreated colonies being directly transferred to the ATR crystal, (b) following washing and (c) following 24-h fixation in formalin. Spectra were pre-processed and principal component analysis (PCA) and K-means cluster analysis (KMC) were performed. Results showed that there was a clear discrimination between preparation types. Groups of spectra from untreated and washed isolates clustered separately due to intense protein, DNA and polysaccharide bands, whilst fixed spectra clustered separately due to intense polysaccharide bands. This signified that sample preparation had influenced the chemical composition of samples. Nevertheless, across preparation types, significant species discrimination was observed, and the polysaccharide (1200–900 cm(−1)) region was a common critical marker for species discrimination. However, different discriminatory marker bands were observed across preparation methods. Thus, sample preparation appears to influence the chemical composition of Candida samples; however, does not seem to significantly impact the species discrimination potential for ATR-FTIR spectroscopy. MDPI 2020-03-28 /pmc/articles/PMC7180699/ /pubmed/32231044 http://dx.doi.org/10.3390/molecules25071551 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pebotuwa, Savithri
Kochan, Kamila
Peleg, Anton
Wood, Bayden R.
Heraud, Philip
Influence of the Sample Preparation Method in Discriminating Candida spp. Using ATR-FTIR Spectroscopy
title Influence of the Sample Preparation Method in Discriminating Candida spp. Using ATR-FTIR Spectroscopy
title_full Influence of the Sample Preparation Method in Discriminating Candida spp. Using ATR-FTIR Spectroscopy
title_fullStr Influence of the Sample Preparation Method in Discriminating Candida spp. Using ATR-FTIR Spectroscopy
title_full_unstemmed Influence of the Sample Preparation Method in Discriminating Candida spp. Using ATR-FTIR Spectroscopy
title_short Influence of the Sample Preparation Method in Discriminating Candida spp. Using ATR-FTIR Spectroscopy
title_sort influence of the sample preparation method in discriminating candida spp. using atr-ftir spectroscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180699/
https://www.ncbi.nlm.nih.gov/pubmed/32231044
http://dx.doi.org/10.3390/molecules25071551
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