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Monitoring of Water Spectral Pattern Reveals Differences in Probiotics Growth When Used for Rapid Bacteria Selection

Development of efficient screening method coupled with cell functionality evaluation is highly needed in contemporary microbiology. The presented novel concept and fast non-destructive method brings in to play the water spectral pattern of the solution as a molecular fingerprint of the cell culture...

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Autores principales: Slavchev, Aleksandar, Kovacs, Zoltan, Koshiba, Haruki, Nagai, Airi, Bázár, György, Krastanov, Albert, Kubota, Yousuke, Tsenkova, Roumiana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489812/
https://www.ncbi.nlm.nih.gov/pubmed/26133176
http://dx.doi.org/10.1371/journal.pone.0130698
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author Slavchev, Aleksandar
Kovacs, Zoltan
Koshiba, Haruki
Nagai, Airi
Bázár, György
Krastanov, Albert
Kubota, Yousuke
Tsenkova, Roumiana
author_facet Slavchev, Aleksandar
Kovacs, Zoltan
Koshiba, Haruki
Nagai, Airi
Bázár, György
Krastanov, Albert
Kubota, Yousuke
Tsenkova, Roumiana
author_sort Slavchev, Aleksandar
collection PubMed
description Development of efficient screening method coupled with cell functionality evaluation is highly needed in contemporary microbiology. The presented novel concept and fast non-destructive method brings in to play the water spectral pattern of the solution as a molecular fingerprint of the cell culture system. To elucidate the concept, NIR spectroscopy with Aquaphotomics were applied to monitor the growth of sixteen Lactobacillus bulgaricus one Lactobacillus pentosus and one Lactobacillus gasseri bacteria strains. Their growth rate, maximal optical density, low pH and bile tolerances were measured and further used as a reference data for analysis of the simultaneously acquired spectral data. The acquired spectral data in the region of 1100-1850nm was subjected to various multivariate data analyses – PCA, OPLS-DA, PLSR. The results showed high accuracy of bacteria strains classification according to their probiotic strength. Most informative spectral fingerprints covered the first overtone of water, emphasizing the relation of water molecular system to cell functionality.
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spelling pubmed-44898122015-07-15 Monitoring of Water Spectral Pattern Reveals Differences in Probiotics Growth When Used for Rapid Bacteria Selection Slavchev, Aleksandar Kovacs, Zoltan Koshiba, Haruki Nagai, Airi Bázár, György Krastanov, Albert Kubota, Yousuke Tsenkova, Roumiana PLoS One Research Article Development of efficient screening method coupled with cell functionality evaluation is highly needed in contemporary microbiology. The presented novel concept and fast non-destructive method brings in to play the water spectral pattern of the solution as a molecular fingerprint of the cell culture system. To elucidate the concept, NIR spectroscopy with Aquaphotomics were applied to monitor the growth of sixteen Lactobacillus bulgaricus one Lactobacillus pentosus and one Lactobacillus gasseri bacteria strains. Their growth rate, maximal optical density, low pH and bile tolerances were measured and further used as a reference data for analysis of the simultaneously acquired spectral data. The acquired spectral data in the region of 1100-1850nm was subjected to various multivariate data analyses – PCA, OPLS-DA, PLSR. The results showed high accuracy of bacteria strains classification according to their probiotic strength. Most informative spectral fingerprints covered the first overtone of water, emphasizing the relation of water molecular system to cell functionality. Public Library of Science 2015-07-02 /pmc/articles/PMC4489812/ /pubmed/26133176 http://dx.doi.org/10.1371/journal.pone.0130698 Text en © 2015 Slavchev et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Slavchev, Aleksandar
Kovacs, Zoltan
Koshiba, Haruki
Nagai, Airi
Bázár, György
Krastanov, Albert
Kubota, Yousuke
Tsenkova, Roumiana
Monitoring of Water Spectral Pattern Reveals Differences in Probiotics Growth When Used for Rapid Bacteria Selection
title Monitoring of Water Spectral Pattern Reveals Differences in Probiotics Growth When Used for Rapid Bacteria Selection
title_full Monitoring of Water Spectral Pattern Reveals Differences in Probiotics Growth When Used for Rapid Bacteria Selection
title_fullStr Monitoring of Water Spectral Pattern Reveals Differences in Probiotics Growth When Used for Rapid Bacteria Selection
title_full_unstemmed Monitoring of Water Spectral Pattern Reveals Differences in Probiotics Growth When Used for Rapid Bacteria Selection
title_short Monitoring of Water Spectral Pattern Reveals Differences in Probiotics Growth When Used for Rapid Bacteria Selection
title_sort monitoring of water spectral pattern reveals differences in probiotics growth when used for rapid bacteria selection
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489812/
https://www.ncbi.nlm.nih.gov/pubmed/26133176
http://dx.doi.org/10.1371/journal.pone.0130698
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