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Metabolomics-based investigation of SARS-CoV-2 vaccination (Sinovac) reveals an immune-dependent metabolite biomarker

SARS-CoV-2 and its mutant strains continue to rapidly spread with high infection and fatality. Large-scale SARS-CoV-2 vaccination provides an important guarantee for effective resistance to existing or mutated SARS-CoV-2 virus infection. However, whether the host metabolite levels respond to SARS-Co...

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Autores principales: He, Maozhang, Huang, Yixuan, Wang, Yun, Liu, Jiling, Han, Maozhen, Xiao, Yixuan, Zhang, Na, Gui, Hongya, Qiu, Huan, Cao, Liqing, Jia, Weihua, Huang, Shenghai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554639/
https://www.ncbi.nlm.nih.gov/pubmed/36248825
http://dx.doi.org/10.3389/fimmu.2022.954801
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author He, Maozhang
Huang, Yixuan
Wang, Yun
Liu, Jiling
Han, Maozhen
Xiao, Yixuan
Zhang, Na
Gui, Hongya
Qiu, Huan
Cao, Liqing
Jia, Weihua
Huang, Shenghai
author_facet He, Maozhang
Huang, Yixuan
Wang, Yun
Liu, Jiling
Han, Maozhen
Xiao, Yixuan
Zhang, Na
Gui, Hongya
Qiu, Huan
Cao, Liqing
Jia, Weihua
Huang, Shenghai
author_sort He, Maozhang
collection PubMed
description SARS-CoV-2 and its mutant strains continue to rapidly spread with high infection and fatality. Large-scale SARS-CoV-2 vaccination provides an important guarantee for effective resistance to existing or mutated SARS-CoV-2 virus infection. However, whether the host metabolite levels respond to SARS-CoV-2 vaccine-influenced host immunity remains unclear. To help delineate the serum metabolome profile of SARS-CoV-2 vaccinated volunteers and determine that the metabolites tightly respond to host immune antibodies and cytokines, in this study, a total of 59 sera samples were collected from 30 individuals before SARS-CoV-2 vaccination and from 29 COVID-19 vaccines 2 weeks after the two-dose vaccination. Next, untargeted metabolomics was performed and a distinct metabolic composition was revealed between the pre-vaccination (VB) group and two-dose vaccination (SV) group by partial least squares-discriminant and principal component analyses. Based on the criteria: FDR < 0.05, absolute log2 fold change greater than 0.25, and VIP >1, we found that L-glutamic acid, gamma-aminobutyric acid (GABA), succinic acid, and taurine showed increasing trends from SV to VB. Furthermore, SV-associated metabolites were mainly annotated to butanoate metabolism and glutamate metabolism pathways. Moreover, two metabolite biomarkers classified SV from VB individuals with an area under the curve (AUC) of 0.96. Correlation analysis identified a positive association between four metabolites enriched in glutamate metabolism and serum antibodies in relation to IgG, IgM, and IgA. These results suggest that the contents of gamma-aminobutyric acid and indole in serum could be applied as biomarkers in distinguishing vaccinated volunteers from the unvaccinated. What’s more, metabolites such as GABA and taurine may serve as a metabolic target for adjuvant vaccines to boost the ability of the individuals to improve immunity.
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spelling pubmed-95546392022-10-13 Metabolomics-based investigation of SARS-CoV-2 vaccination (Sinovac) reveals an immune-dependent metabolite biomarker He, Maozhang Huang, Yixuan Wang, Yun Liu, Jiling Han, Maozhen Xiao, Yixuan Zhang, Na Gui, Hongya Qiu, Huan Cao, Liqing Jia, Weihua Huang, Shenghai Front Immunol Immunology SARS-CoV-2 and its mutant strains continue to rapidly spread with high infection and fatality. Large-scale SARS-CoV-2 vaccination provides an important guarantee for effective resistance to existing or mutated SARS-CoV-2 virus infection. However, whether the host metabolite levels respond to SARS-CoV-2 vaccine-influenced host immunity remains unclear. To help delineate the serum metabolome profile of SARS-CoV-2 vaccinated volunteers and determine that the metabolites tightly respond to host immune antibodies and cytokines, in this study, a total of 59 sera samples were collected from 30 individuals before SARS-CoV-2 vaccination and from 29 COVID-19 vaccines 2 weeks after the two-dose vaccination. Next, untargeted metabolomics was performed and a distinct metabolic composition was revealed between the pre-vaccination (VB) group and two-dose vaccination (SV) group by partial least squares-discriminant and principal component analyses. Based on the criteria: FDR < 0.05, absolute log2 fold change greater than 0.25, and VIP >1, we found that L-glutamic acid, gamma-aminobutyric acid (GABA), succinic acid, and taurine showed increasing trends from SV to VB. Furthermore, SV-associated metabolites were mainly annotated to butanoate metabolism and glutamate metabolism pathways. Moreover, two metabolite biomarkers classified SV from VB individuals with an area under the curve (AUC) of 0.96. Correlation analysis identified a positive association between four metabolites enriched in glutamate metabolism and serum antibodies in relation to IgG, IgM, and IgA. These results suggest that the contents of gamma-aminobutyric acid and indole in serum could be applied as biomarkers in distinguishing vaccinated volunteers from the unvaccinated. What’s more, metabolites such as GABA and taurine may serve as a metabolic target for adjuvant vaccines to boost the ability of the individuals to improve immunity. Frontiers Media S.A. 2022-09-28 /pmc/articles/PMC9554639/ /pubmed/36248825 http://dx.doi.org/10.3389/fimmu.2022.954801 Text en Copyright © 2022 He, Huang, Wang, Liu, Han, Xiao, Zhang, Gui, Qiu, Cao, Jia and Huang 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 Immunology
He, Maozhang
Huang, Yixuan
Wang, Yun
Liu, Jiling
Han, Maozhen
Xiao, Yixuan
Zhang, Na
Gui, Hongya
Qiu, Huan
Cao, Liqing
Jia, Weihua
Huang, Shenghai
Metabolomics-based investigation of SARS-CoV-2 vaccination (Sinovac) reveals an immune-dependent metabolite biomarker
title Metabolomics-based investigation of SARS-CoV-2 vaccination (Sinovac) reveals an immune-dependent metabolite biomarker
title_full Metabolomics-based investigation of SARS-CoV-2 vaccination (Sinovac) reveals an immune-dependent metabolite biomarker
title_fullStr Metabolomics-based investigation of SARS-CoV-2 vaccination (Sinovac) reveals an immune-dependent metabolite biomarker
title_full_unstemmed Metabolomics-based investigation of SARS-CoV-2 vaccination (Sinovac) reveals an immune-dependent metabolite biomarker
title_short Metabolomics-based investigation of SARS-CoV-2 vaccination (Sinovac) reveals an immune-dependent metabolite biomarker
title_sort metabolomics-based investigation of sars-cov-2 vaccination (sinovac) reveals an immune-dependent metabolite biomarker
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554639/
https://www.ncbi.nlm.nih.gov/pubmed/36248825
http://dx.doi.org/10.3389/fimmu.2022.954801
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