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 [BioMed Central]
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
wing发布了新的文献求助10
1秒前
是否完成签到,获得积分10
2秒前
华仔应助Doctor12th采纳,获得10
3秒前
5秒前
7秒前
邓炎林完成签到 ,获得积分10
8秒前
8秒前
Ava应助调皮秋采纳,获得10
8秒前
Doctor12th完成签到,获得积分10
10秒前
12秒前
13秒前
Doctor12th发布了新的文献求助10
13秒前
14秒前
和谐的以寒完成签到,获得积分10
19秒前
俊逸的大树完成签到,获得积分10
20秒前
蟹蟹发布了新的文献求助10
20秒前
WangSihu完成签到,获得积分10
23秒前
马上毕业完成签到 ,获得积分10
25秒前
26秒前
28秒前
31秒前
33秒前
guzhenyang发布了新的文献求助10
34秒前
ni发布了新的文献求助10
38秒前
jenningseastera应助至秦采纳,获得10
39秒前
共享精神应助ypyue采纳,获得10
42秒前
调皮秋发布了新的文献求助10
42秒前
44秒前
45秒前
科研通AI5应助misong采纳,获得10
46秒前
guzhenyang完成签到,获得积分10
46秒前
47秒前
城南烤地瓜完成签到 ,获得积分10
47秒前
48秒前
ecnuZhao发布了新的文献求助10
50秒前
Gauss应助胡已疯采纳,获得30
52秒前
54秒前
峰宝宝完成签到,获得积分10
55秒前
56秒前
轻松的恋风完成签到,获得积分10
58秒前
高分求助中
【此为提示信息,请勿应助】请按要求发布求助,避免被关 20000
Les Mantodea de Guyane Insecta, Polyneoptera 2500
Computational Atomic Physics for Kilonova Ejecta and Astrophysical Plasmas 500
Technologies supporting mass customization of apparel: A pilot project 450
Mixing the elements of mass customisation 360
Периодизация спортивной тренировки. Общая теория и её практическое применение 310
the MD Anderson Surgical Oncology Manual, Seventh Edition 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3782130
求助须知:如何正确求助?哪些是违规求助? 3327565
关于积分的说明 10232237
捐赠科研通 3042513
什么是DOI,文献DOI怎么找? 1670024
邀请新用户注册赠送积分活动 799592
科研通“疑难数据库(出版商)”最低求助积分说明 758825