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Spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: Preliminary results
Near infrared spectroscopy (NIRs) and ultraviolet visible spectroscopy (UV-vis) have been investigated as rapid techniques to characterize foodborne bacteria through the analysis of the spectra of whole cells or microbial suspensions. The use of spectra collected from broth cultures could be used as...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PAGEPress Publications, Pavia, Italy
2018
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5913702/ https://www.ncbi.nlm.nih.gov/pubmed/29732328 http://dx.doi.org/10.4081/ijfs.2018.6928 |
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author | Fasolato, Luca Andreani, Nadia Andrea Nardi, Roberta De Nalotto, Giulia Serva, Lorenzo Cardazzo, Barbara Balzan, Stefania Carraro, Lisa Fontana, Federico Novelli, Enrico |
author_facet | Fasolato, Luca Andreani, Nadia Andrea Nardi, Roberta De Nalotto, Giulia Serva, Lorenzo Cardazzo, Barbara Balzan, Stefania Carraro, Lisa Fontana, Federico Novelli, Enrico |
author_sort | Fasolato, Luca |
collection | PubMed |
description | Near infrared spectroscopy (NIRs) and ultraviolet visible spectroscopy (UV-vis) have been investigated as rapid techniques to characterize foodborne bacteria through the analysis of the spectra of whole cells or microbial suspensions. The use of spectra collected from broth cultures could be used as a fingerprint for strain classification using a combined polyphasic approach. The aim of this study was to evaluate the feasibility of NIRs and UV-vis for the characterization of blue strains belonging to the Pseudomonas fluorescens group. The bacteria were isolated from different food matrices, including some spoiled samples (blue discoloration). Eightyone strains previously identified at the species level were grown in Minimal Bacterial Medium broth under standard conditions at 22°C. Two biological replicates were centrifuged in order to separate the bacterial cells from the extracellular products. Six aliquots per strain were analyzed on a small ring cup in transflectance mode (680-2500 nm, gap 2 nm). A subset of 39 strains was evaluated by UV-vis to determine changes in the spectral characteristics at 48 and 72 hours. Several chemometric approaches were tested to assess the performance of NIRs and UVvis. According to the variable importance in projection (VIP), the 1892-2020 nm spectral region showed the highest level of discrimination between blue strains and others. Additional information was provided in the 680-886 and 1454-1768 nm regions (aromatic C-H bonds) and in the 2036-2134 nm region (fatty acids). Changes in UV-vis spectral data (at 48 and 72 hours) appear to indicate the presence of phenazine and catecholic compounds in extracellular products. |
format | Online Article Text |
id | pubmed-5913702 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | PAGEPress Publications, Pavia, Italy |
record_format | MEDLINE/PubMed |
spelling | pubmed-59137022018-05-04 Spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: Preliminary results Fasolato, Luca Andreani, Nadia Andrea Nardi, Roberta De Nalotto, Giulia Serva, Lorenzo Cardazzo, Barbara Balzan, Stefania Carraro, Lisa Fontana, Federico Novelli, Enrico Ital J Food Saf Article Near infrared spectroscopy (NIRs) and ultraviolet visible spectroscopy (UV-vis) have been investigated as rapid techniques to characterize foodborne bacteria through the analysis of the spectra of whole cells or microbial suspensions. The use of spectra collected from broth cultures could be used as a fingerprint for strain classification using a combined polyphasic approach. The aim of this study was to evaluate the feasibility of NIRs and UV-vis for the characterization of blue strains belonging to the Pseudomonas fluorescens group. The bacteria were isolated from different food matrices, including some spoiled samples (blue discoloration). Eightyone strains previously identified at the species level were grown in Minimal Bacterial Medium broth under standard conditions at 22°C. Two biological replicates were centrifuged in order to separate the bacterial cells from the extracellular products. Six aliquots per strain were analyzed on a small ring cup in transflectance mode (680-2500 nm, gap 2 nm). A subset of 39 strains was evaluated by UV-vis to determine changes in the spectral characteristics at 48 and 72 hours. Several chemometric approaches were tested to assess the performance of NIRs and UVvis. According to the variable importance in projection (VIP), the 1892-2020 nm spectral region showed the highest level of discrimination between blue strains and others. Additional information was provided in the 680-886 and 1454-1768 nm regions (aromatic C-H bonds) and in the 2036-2134 nm region (fatty acids). Changes in UV-vis spectral data (at 48 and 72 hours) appear to indicate the presence of phenazine and catecholic compounds in extracellular products. PAGEPress Publications, Pavia, Italy 2018-04-09 /pmc/articles/PMC5913702/ /pubmed/29732328 http://dx.doi.org/10.4081/ijfs.2018.6928 Text en ©Copyright L. Fasolato et al., 2018 http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Article Fasolato, Luca Andreani, Nadia Andrea Nardi, Roberta De Nalotto, Giulia Serva, Lorenzo Cardazzo, Barbara Balzan, Stefania Carraro, Lisa Fontana, Federico Novelli, Enrico Spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: Preliminary results |
title | Spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: Preliminary results |
title_full | Spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: Preliminary results |
title_fullStr | Spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: Preliminary results |
title_full_unstemmed | Spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: Preliminary results |
title_short | Spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: Preliminary results |
title_sort | spectrophotometric techniques for the characterization of strains involved in the blue pigmentation of food: preliminary results |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5913702/ https://www.ncbi.nlm.nih.gov/pubmed/29732328 http://dx.doi.org/10.4081/ijfs.2018.6928 |
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