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.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
隐形曼青应助马喽打工仔采纳,获得10
1秒前
泯珉发布了新的文献求助10
1秒前
医痞子发布了新的文献求助10
2秒前
锦云发布了新的文献求助10
3秒前
柠檬完成签到 ,获得积分10
4秒前
7秒前
8秒前
FashionBoy应助wxy采纳,获得10
9秒前
cocolu应助ephore采纳,获得200
10秒前
dpp发布了新的文献求助10
12秒前
墨玉完成签到,获得积分10
13秒前
华仔应助zz采纳,获得10
13秒前
14秒前
yd发布了新的文献求助20
15秒前
别看文献了应助科研小将采纳,获得10
15秒前
16秒前
wsb76完成签到 ,获得积分10
16秒前
18秒前
白小白完成签到,获得积分10
18秒前
JamesPei应助十六采纳,获得10
19秒前
科研通AI2S应助dpp采纳,获得10
20秒前
wxy发布了新的文献求助10
21秒前
仁爱的戒指完成签到 ,获得积分10
24秒前
乐乐应助完美梨愁采纳,获得10
24秒前
24秒前
李健应助Brian采纳,获得10
24秒前
vivi完成签到,获得积分10
24秒前
25秒前
26秒前
26秒前
dpp完成签到,获得积分20
27秒前
Jasper应助yd采纳,获得10
27秒前
粱乘风发布了新的文献求助10
29秒前
30秒前
30秒前
30秒前
芈钥完成签到 ,获得积分10
31秒前
31秒前
酷波er应助泯珉采纳,获得10
32秒前
高分求助中
Востребованный временем 2500
Classics in Total Synthesis IV: New Targets, Strategies, Methods 1000
Mantids of the euro-mediterranean area 600
The Oxford Handbook of Educational Psychology 600
Mantodea of the World: Species Catalog Andrew M 500
Insecta 2. Blattodea, Mantodea, Isoptera, Grylloblattodea, Phasmatodea, Dermaptera and Embioptera 500
Development and Industrialization of Stereoregular Polynorbornenes 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 内科学 物理 纳米技术 计算机科学 基因 遗传学 化学工程 复合材料 免疫学 物理化学 细胞生物学 催化作用 病理
热门帖子
关注 科研通微信公众号,转发送积分 3421326
求助须知:如何正确求助?哪些是违规求助? 3022139
关于积分的说明 8899349
捐赠科研通 2709441
什么是DOI,文献DOI怎么找? 1485727
科研通“疑难数据库(出版商)”最低求助积分说明 686881
邀请新用户注册赠送积分活动 681931