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

败血症 代谢组学 代谢组 蛋白质组学 磷酸戊糖途径 生物 医学 免疫学 生物信息学 新陈代谢 生物化学 糖酵解 基因
作者
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
出处
期刊:Journal of Translational Medicine [Springer Nature]
卷期号:20 (1) 被引量:59
标识
DOI:10.1186/s12967-022-03320-y
摘要

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 (|log 2 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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