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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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. |
format | Online Article Text |
id | pubmed-4489812 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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