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Published in: Journal of Translational Medicine 1/2022

Open Access 01-12-2022 | Septicemia | Research

Integrative analysis of metabolomics and proteomics reveals amino acid metabolism disorder in sepsis

Authors: Qi Chen, Xi Liang, Tianzhou Wu, Jing Jiang, Yongpo Jiang, Sheng Zhang, Yanyun Ruan, Huaping Zhang, Chao Zhang, Peng Chen, Yuhang Lv, Jiaojiao Xin, Dongyan Shi, Xin Chen, Jun Li, Yinghe Xu

Published in: Journal of Translational Medicine | Issue 1/2022

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Abstract

Background

Sepsis is defined as a systemic inflammatory response to microbial infections with multiple organ dysfunction. This study analysed untargeted metabolomics combined with proteomics of serum from patients with sepsis to reveal the underlying pathological mechanisms involved in sepsis.

Methods

A total of 63 patients with sepsis and 43 normal controls were enrolled from a prospective multicentre cohort. The biological functions of the metabolome were assessed by coexpression network analysis. A molecular network based on metabolomics and proteomics data was constructed to investigate the key molecules.

Results

Untargeted metabolomics analysis revealed widespread dysregulation of amino acid metabolism, which regulates inflammation and immunity, in patients with sepsis. Seventy-three differentially expressed metabolites (|log2 fold change| > 1.5, adjusted P value < 0.05 and variable importance in the projection (VIP) > 1.5) that could predict sepsis were identified. External validation of the hub metabolites was consistent with the derivation results (area under the receiver operating characteristic curve (AUROC): 0.81–0.96/0.62–1.00). The pentose phosphate pathway was found to be related to sepsis-associated encephalopathy. Phenylalanine metabolism was associated with sepsis-associated acute kidney injury. The key molecular alterations of the multiomics network in sepsis compared to normal controls implicate acute inflammatory response, platelet degranulation, myeloid cell activation involved in immune response and phenylalanine, tyrosine and tryptophan biosynthesis, and arginine biosynthesis.

Conclusions

Integrated analysis of untargeted metabolomics and proteomics revealed characteristic metabolite and protein alterations in sepsis, which were mainly involved in inflammation-related pathways and amino acid metabolism. This study depicted the pathological characteristics and pathways involved in sepsis and potential therapeutic targets.
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Metadata
Title
Integrative analysis of metabolomics and proteomics reveals amino acid metabolism disorder in sepsis
Authors
Qi Chen
Xi Liang
Tianzhou Wu
Jing Jiang
Yongpo Jiang
Sheng Zhang
Yanyun Ruan
Huaping Zhang
Chao Zhang
Peng Chen
Yuhang Lv
Jiaojiao Xin
Dongyan Shi
Xin Chen
Jun Li
Yinghe Xu
Publication date
01-12-2022
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2022
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-022-03320-y

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