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Rapid Characterization of Bacterial Lipids with Ambient Ionization Mass Spectrometry for Species Differentiation

Ambient ionization mass spectrometry (AIMS) is both labor and time saving and has been proven to be useful for the rapid delineation of trace organic and biological compounds with minimal sample pretreatment. Herein, an analytical platform of probe sampling combined with a thermal desorption–electro...

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Autores principales: Su, Hung, Jiang, Zong-Han, Chiou, Shu-Fen, Shiea, Jentaie, Wu, Deng-Chyang, Tseng, Sung-Pin, Jain, Shu-Huei, Chang, Chung-Yu, Lu, Po-Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104219/
https://www.ncbi.nlm.nih.gov/pubmed/35566120
http://dx.doi.org/10.3390/molecules27092772
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author Su, Hung
Jiang, Zong-Han
Chiou, Shu-Fen
Shiea, Jentaie
Wu, Deng-Chyang
Tseng, Sung-Pin
Jain, Shu-Huei
Chang, Chung-Yu
Lu, Po-Liang
author_facet Su, Hung
Jiang, Zong-Han
Chiou, Shu-Fen
Shiea, Jentaie
Wu, Deng-Chyang
Tseng, Sung-Pin
Jain, Shu-Huei
Chang, Chung-Yu
Lu, Po-Liang
author_sort Su, Hung
collection PubMed
description Ambient ionization mass spectrometry (AIMS) is both labor and time saving and has been proven to be useful for the rapid delineation of trace organic and biological compounds with minimal sample pretreatment. Herein, an analytical platform of probe sampling combined with a thermal desorption–electrospray ionization/mass spectrometry (TD-ESI/MS) and multivariate statistical analysis was developed to rapidly differentiate bacterial species based on the differences in their lipid profiles. For comparison, protein fingerprinting was also performed with matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) to distinguish these bacterial species. Ten bacterial species, including five Gram-negative and five Gram-positive bacteria, were cultured, and the lipids in the colonies were characterized with TD-ESI/MS. As sample pretreatment was unnecessary, the analysis of the lipids in a bacterial colony growing on a Petri dish was completed within 1 min. The TD-ESI/MS results were further performed by principal component analysis (PCA) and hierarchical cluster analysis (HCA) to assist the classification of the bacteria, and a low relative standard deviation (5.2%) of the total ion current was obtained from repeated analyses of the lipids in a single bacterial colony. The PCA and HCA results indicated that different bacterial species were successfully distinguished by the differences in their lipid profiles as validated by the differences in their protein profiles recorded from the MALDI-TOF analysis. In addition, real-time monitoring of the changes in the specific lipids of a colony with growth time was also achieved with probe sampling and TD-ESI/MS. The developed analytical platform is promising as a useful diagnostic tool by which to rapidly distinguish bacterial species in clinical practice.
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spelling pubmed-91042192022-05-14 Rapid Characterization of Bacterial Lipids with Ambient Ionization Mass Spectrometry for Species Differentiation Su, Hung Jiang, Zong-Han Chiou, Shu-Fen Shiea, Jentaie Wu, Deng-Chyang Tseng, Sung-Pin Jain, Shu-Huei Chang, Chung-Yu Lu, Po-Liang Molecules Article Ambient ionization mass spectrometry (AIMS) is both labor and time saving and has been proven to be useful for the rapid delineation of trace organic and biological compounds with minimal sample pretreatment. Herein, an analytical platform of probe sampling combined with a thermal desorption–electrospray ionization/mass spectrometry (TD-ESI/MS) and multivariate statistical analysis was developed to rapidly differentiate bacterial species based on the differences in their lipid profiles. For comparison, protein fingerprinting was also performed with matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) to distinguish these bacterial species. Ten bacterial species, including five Gram-negative and five Gram-positive bacteria, were cultured, and the lipids in the colonies were characterized with TD-ESI/MS. As sample pretreatment was unnecessary, the analysis of the lipids in a bacterial colony growing on a Petri dish was completed within 1 min. The TD-ESI/MS results were further performed by principal component analysis (PCA) and hierarchical cluster analysis (HCA) to assist the classification of the bacteria, and a low relative standard deviation (5.2%) of the total ion current was obtained from repeated analyses of the lipids in a single bacterial colony. The PCA and HCA results indicated that different bacterial species were successfully distinguished by the differences in their lipid profiles as validated by the differences in their protein profiles recorded from the MALDI-TOF analysis. In addition, real-time monitoring of the changes in the specific lipids of a colony with growth time was also achieved with probe sampling and TD-ESI/MS. The developed analytical platform is promising as a useful diagnostic tool by which to rapidly distinguish bacterial species in clinical practice. MDPI 2022-04-26 /pmc/articles/PMC9104219/ /pubmed/35566120 http://dx.doi.org/10.3390/molecules27092772 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Su, Hung
Jiang, Zong-Han
Chiou, Shu-Fen
Shiea, Jentaie
Wu, Deng-Chyang
Tseng, Sung-Pin
Jain, Shu-Huei
Chang, Chung-Yu
Lu, Po-Liang
Rapid Characterization of Bacterial Lipids with Ambient Ionization Mass Spectrometry for Species Differentiation
title Rapid Characterization of Bacterial Lipids with Ambient Ionization Mass Spectrometry for Species Differentiation
title_full Rapid Characterization of Bacterial Lipids with Ambient Ionization Mass Spectrometry for Species Differentiation
title_fullStr Rapid Characterization of Bacterial Lipids with Ambient Ionization Mass Spectrometry for Species Differentiation
title_full_unstemmed Rapid Characterization of Bacterial Lipids with Ambient Ionization Mass Spectrometry for Species Differentiation
title_short Rapid Characterization of Bacterial Lipids with Ambient Ionization Mass Spectrometry for Species Differentiation
title_sort rapid characterization of bacterial lipids with ambient ionization mass spectrometry for species differentiation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104219/
https://www.ncbi.nlm.nih.gov/pubmed/35566120
http://dx.doi.org/10.3390/molecules27092772
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