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FTIR differentiation based on genomic DNA for species identification of Shigella isolates from stool samples

Shigellosis is one of the major public health concerns in developing and low-income countries caused by four species of Shigella. There is an apparent need to develop rapid, cost-effective, sensitive and specific methods for differentiation of Shigella species to be used in outbreaks and health surv...

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Autores principales: Pakbin, Babak, Zolghadr, Leila, Rafiei, Shahnaz, Brück, Wolfram Manuel, Brück, Thomas B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8854563/
https://www.ncbi.nlm.nih.gov/pubmed/35177783
http://dx.doi.org/10.1038/s41598-022-06746-y
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author Pakbin, Babak
Zolghadr, Leila
Rafiei, Shahnaz
Brück, Wolfram Manuel
Brück, Thomas B.
author_facet Pakbin, Babak
Zolghadr, Leila
Rafiei, Shahnaz
Brück, Wolfram Manuel
Brück, Thomas B.
author_sort Pakbin, Babak
collection PubMed
description Shigellosis is one of the major public health concerns in developing and low-income countries caused by four species of Shigella. There is an apparent need to develop rapid, cost-effective, sensitive and specific methods for differentiation of Shigella species to be used in outbreaks and health surveillance systems. We developed a sensitive and specific Fourier-transform infrared spectroscopy (FTIR) based method followed by principal component analysis (PCA) and hierarchical clustering analysis (HCA) assays to differentiate four species of Shigella isolates from stool samples. The FTIR based method was evaluated by differentiation of 91 Shigella species from each other in clinical samples using both gold standards (culture-based and agglutination methods) and developed FTIR assay; eventually, the sensitivity and specificity of the developed method were calculated. In summary, four distinct FTIR spectra associated with four species of Shigella were obtained with wide variations in three definite regions, including 1800–1550 cm(−1), 1550–1100 cm(−1), and 1100–800 cm(−1) distinguish these species from each other. In this study, we found the FTIR method followed by PCA analysis with specificity, sensitivity, differentiation error and correct differentiation rate values of 100, 100, 0 and 100%, respectively, for identification and differentiation of all species of the Shigella in stool samples.
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spelling pubmed-88545632022-02-18 FTIR differentiation based on genomic DNA for species identification of Shigella isolates from stool samples Pakbin, Babak Zolghadr, Leila Rafiei, Shahnaz Brück, Wolfram Manuel Brück, Thomas B. Sci Rep Article Shigellosis is one of the major public health concerns in developing and low-income countries caused by four species of Shigella. There is an apparent need to develop rapid, cost-effective, sensitive and specific methods for differentiation of Shigella species to be used in outbreaks and health surveillance systems. We developed a sensitive and specific Fourier-transform infrared spectroscopy (FTIR) based method followed by principal component analysis (PCA) and hierarchical clustering analysis (HCA) assays to differentiate four species of Shigella isolates from stool samples. The FTIR based method was evaluated by differentiation of 91 Shigella species from each other in clinical samples using both gold standards (culture-based and agglutination methods) and developed FTIR assay; eventually, the sensitivity and specificity of the developed method were calculated. In summary, four distinct FTIR spectra associated with four species of Shigella were obtained with wide variations in three definite regions, including 1800–1550 cm(−1), 1550–1100 cm(−1), and 1100–800 cm(−1) distinguish these species from each other. In this study, we found the FTIR method followed by PCA analysis with specificity, sensitivity, differentiation error and correct differentiation rate values of 100, 100, 0 and 100%, respectively, for identification and differentiation of all species of the Shigella in stool samples. Nature Publishing Group UK 2022-02-17 /pmc/articles/PMC8854563/ /pubmed/35177783 http://dx.doi.org/10.1038/s41598-022-06746-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Pakbin, Babak
Zolghadr, Leila
Rafiei, Shahnaz
Brück, Wolfram Manuel
Brück, Thomas B.
FTIR differentiation based on genomic DNA for species identification of Shigella isolates from stool samples
title FTIR differentiation based on genomic DNA for species identification of Shigella isolates from stool samples
title_full FTIR differentiation based on genomic DNA for species identification of Shigella isolates from stool samples
title_fullStr FTIR differentiation based on genomic DNA for species identification of Shigella isolates from stool samples
title_full_unstemmed FTIR differentiation based on genomic DNA for species identification of Shigella isolates from stool samples
title_short FTIR differentiation based on genomic DNA for species identification of Shigella isolates from stool samples
title_sort ftir differentiation based on genomic dna for species identification of shigella isolates from stool samples
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8854563/
https://www.ncbi.nlm.nih.gov/pubmed/35177783
http://dx.doi.org/10.1038/s41598-022-06746-y
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