Cargando…

A New Perspective on the Antimicrobial Mechanism of Berberine Hydrochloride Against Staphylococcus aureus Revealed by Untargeted Metabolomic Studies

Berberine hydrochloride (BBR) is a natural product widely used in clinical medicine and animal production. It has a variety of antimicrobial effects, but its complex antimicrobial mechanism has not been clarified. This study aimed to discover the metabolic markers and gain a new perspective on the a...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Shu, Yang, Kun, Hong, Yuhang, Gong, Yanju, Ni, Jiajia, Yang, Ni, Ding, Weijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9328669/
https://www.ncbi.nlm.nih.gov/pubmed/35910599
http://dx.doi.org/10.3389/fmicb.2022.917414
_version_ 1784757774555545600
author Wu, Shu
Yang, Kun
Hong, Yuhang
Gong, Yanju
Ni, Jiajia
Yang, Ni
Ding, Weijun
author_facet Wu, Shu
Yang, Kun
Hong, Yuhang
Gong, Yanju
Ni, Jiajia
Yang, Ni
Ding, Weijun
author_sort Wu, Shu
collection PubMed
description Berberine hydrochloride (BBR) is a natural product widely used in clinical medicine and animal production. It has a variety of antimicrobial effects, but its complex antimicrobial mechanism has not been clarified. This study aimed to discover the metabolic markers and gain a new perspective on the antibacterial mechanism of BBR. The effects of different inhibitory concentrations of BBR on the survival and growth of standard strain Staphylococcus aureus ATCC 25923 were analyzed by the bacteriostatic activity test. Differences in intracellular metabolites of S. aureus following 19 μg/ml BBR exposure for 1 h were investigated by combining non-targeted metabolomics techniques of gas chromatography-mass spectrometry (GC-MS) and liquid chromatography-mass spectrometry (LC-MS). The results showed that the minimum inhibitory concentration of BBR against S. aureus was 51 μg/ml. A total of 368 and 3,454 putative metabolites were identified by GC-MS and LC-MS analyses, respectively. Principal component analysis showed the separation of intracellular metabolite profiles between BBR-exposed samples and non-exposed controls. Pathway activity profiling analysis indicated a global inhibition of metabolisms by BBR exposure, while enhancement was also found in nucleic acid metabolism, amino sugar, and nucleotide sugar metabolism. Several metabolic markers were screened out mainly based on their variable importance of projection values. Two pyridine dicarboxylic acids were significantly downregulated, suggesting the reduction of stress resistance. The oxidized phospholipid (PHOOA-PE) was accumulated, while lipid antioxidant gamma-tocopherol was decreased, and farnesyl PP, the synthetic precursor of another antioxidant (staphyloxanthin), was decreased below the detection threshold. This evidence indicates that BBR reduced the antioxidant capacity of S. aureus. Accumulation of the precursors (UDP-GlcNAc, CDP-ribitol, and CDP-glycerol) and downregulation of the key metabolite D-Ala-D-Ala suggest the inhibition of cell wall synthesis, especially the peptidoglycan synthesis. Metabolites involved in the shikimate pathway (such as 3-dehydroshikimate) and downstream aromatic amino acid synthesis were disturbed. This study provides the first metabolomics information on the antibacterial mechanism of BBR against S. aureus. The key metabolic markers screened in this study suggest that the shikimate pathway, staphyloxanthin synthesis, and peptidoglycan biosynthesis are new directions for further study of BBR antibacterial mechanism in the future.
format Online
Article
Text
id pubmed-9328669
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-93286692022-07-28 A New Perspective on the Antimicrobial Mechanism of Berberine Hydrochloride Against Staphylococcus aureus Revealed by Untargeted Metabolomic Studies Wu, Shu Yang, Kun Hong, Yuhang Gong, Yanju Ni, Jiajia Yang, Ni Ding, Weijun Front Microbiol Microbiology Berberine hydrochloride (BBR) is a natural product widely used in clinical medicine and animal production. It has a variety of antimicrobial effects, but its complex antimicrobial mechanism has not been clarified. This study aimed to discover the metabolic markers and gain a new perspective on the antibacterial mechanism of BBR. The effects of different inhibitory concentrations of BBR on the survival and growth of standard strain Staphylococcus aureus ATCC 25923 were analyzed by the bacteriostatic activity test. Differences in intracellular metabolites of S. aureus following 19 μg/ml BBR exposure for 1 h were investigated by combining non-targeted metabolomics techniques of gas chromatography-mass spectrometry (GC-MS) and liquid chromatography-mass spectrometry (LC-MS). The results showed that the minimum inhibitory concentration of BBR against S. aureus was 51 μg/ml. A total of 368 and 3,454 putative metabolites were identified by GC-MS and LC-MS analyses, respectively. Principal component analysis showed the separation of intracellular metabolite profiles between BBR-exposed samples and non-exposed controls. Pathway activity profiling analysis indicated a global inhibition of metabolisms by BBR exposure, while enhancement was also found in nucleic acid metabolism, amino sugar, and nucleotide sugar metabolism. Several metabolic markers were screened out mainly based on their variable importance of projection values. Two pyridine dicarboxylic acids were significantly downregulated, suggesting the reduction of stress resistance. The oxidized phospholipid (PHOOA-PE) was accumulated, while lipid antioxidant gamma-tocopherol was decreased, and farnesyl PP, the synthetic precursor of another antioxidant (staphyloxanthin), was decreased below the detection threshold. This evidence indicates that BBR reduced the antioxidant capacity of S. aureus. Accumulation of the precursors (UDP-GlcNAc, CDP-ribitol, and CDP-glycerol) and downregulation of the key metabolite D-Ala-D-Ala suggest the inhibition of cell wall synthesis, especially the peptidoglycan synthesis. Metabolites involved in the shikimate pathway (such as 3-dehydroshikimate) and downstream aromatic amino acid synthesis were disturbed. This study provides the first metabolomics information on the antibacterial mechanism of BBR against S. aureus. The key metabolic markers screened in this study suggest that the shikimate pathway, staphyloxanthin synthesis, and peptidoglycan biosynthesis are new directions for further study of BBR antibacterial mechanism in the future. Frontiers Media S.A. 2022-07-13 /pmc/articles/PMC9328669/ /pubmed/35910599 http://dx.doi.org/10.3389/fmicb.2022.917414 Text en Copyright © 2022 Wu, Yang, Hong, Gong, Ni, Yang and Ding. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Wu, Shu
Yang, Kun
Hong, Yuhang
Gong, Yanju
Ni, Jiajia
Yang, Ni
Ding, Weijun
A New Perspective on the Antimicrobial Mechanism of Berberine Hydrochloride Against Staphylococcus aureus Revealed by Untargeted Metabolomic Studies
title A New Perspective on the Antimicrobial Mechanism of Berberine Hydrochloride Against Staphylococcus aureus Revealed by Untargeted Metabolomic Studies
title_full A New Perspective on the Antimicrobial Mechanism of Berberine Hydrochloride Against Staphylococcus aureus Revealed by Untargeted Metabolomic Studies
title_fullStr A New Perspective on the Antimicrobial Mechanism of Berberine Hydrochloride Against Staphylococcus aureus Revealed by Untargeted Metabolomic Studies
title_full_unstemmed A New Perspective on the Antimicrobial Mechanism of Berberine Hydrochloride Against Staphylococcus aureus Revealed by Untargeted Metabolomic Studies
title_short A New Perspective on the Antimicrobial Mechanism of Berberine Hydrochloride Against Staphylococcus aureus Revealed by Untargeted Metabolomic Studies
title_sort new perspective on the antimicrobial mechanism of berberine hydrochloride against staphylococcus aureus revealed by untargeted metabolomic studies
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9328669/
https://www.ncbi.nlm.nih.gov/pubmed/35910599
http://dx.doi.org/10.3389/fmicb.2022.917414
work_keys_str_mv AT wushu anewperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT yangkun anewperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT hongyuhang anewperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT gongyanju anewperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT nijiajia anewperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT yangni anewperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT dingweijun anewperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT wushu newperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT yangkun newperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT hongyuhang newperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT gongyanju newperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT nijiajia newperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT yangni newperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies
AT dingweijun newperspectiveontheantimicrobialmechanismofberberinehydrochlorideagainststaphylococcusaureusrevealedbyuntargetedmetabolomicstudies