Metabolomics approach based on utra-performance liquid chromatography coupled to mass spectrometry with chemometrics methods for high-throughput analysis of metabolite biomarkers to explore the abnormal metabolic pathways associated with myocardial dysfunction

被引:4
|
作者
Zhao Ling-Kun [1 ]
Zhao Yun-Bo [2 ]
Yu Peng-Cheng [3 ]
Zhang Peng-Xia [1 ]
机构
[1] Jiamusi Univ, Sch Basic Med, 258 Xuefu St, Jiamusi 154007, Heilongjiang, Peoples R China
[2] Jiamusi Univ, Affiliated Hosp 1, Xiangyang Dist, Heilongjiang, Peoples R China
[3] Jilin Agr Univ, Coll Tradit Chinese Med, Changchun, Peoples R China
关键词
biomarkers; chemometrics; liquid chromatography; mass spectrometry; metabolic pathway; metabolomics; DISCOVERING BIOMARKERS; MECHANISTIC INSIGHTS; ACID-METABOLISM; GENIPOSIDE; PHENOTYPES; TOXICITY; REVEALS; DISEASE; SIGNATURES; EFFICACY;
D O I
10.1002/bmc.4847
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Ultra-performance liquid chromatography/mass spectrometry-based metabolomics can been used for discovery of metabolite biomarkers to explore the metabolic pathway of diseases. Identification of metabolic pathways is key to understanding the pathogenesis and mechanism of disease. Myocardial dysfunction induced by sepsis (SMD) is a severe complication of septic shock and represents major causes of death in intensive care units; however its pathological mechanism is still not clear. In this study, ultrahigh-pressure liquid chromatography with mass spectrometry-based metabolomics with chemometrics anaylsis and multivariate pattern recognition analysis were used to detect urinary metabolic profile changes in a lipopolysaccharide-induced SMD mouse model. Multivariate statistical analysis including principal component analysis and orthogonapartial least squares discriminant analysis for the discrimination of SMD was conducted to identify potential biomarkers. A total of 19 differential metabolites were discovered by high-resolution mass spectrometry-based urinary metabolomics strategy. The altered biochemical pathways based on these metabolites showed that tyrosine metabolism, phenylalanine metabolism, ubiquinone biosynthesis and vitamin B6 metabolism were closely connected to the pathological processes of SMD. Consequently, integrated chemometric analyses of these metabolic pathways are necessary to extract information for the discovery of novel insights into the pathogenesis of disease.
引用
收藏
页数:7
相关论文
共 38 条
  • [31] Metabolomics approach based on ultra-high-performance liquid chromatography coupled with quadrupole-time-of-flight mass spectrometry to identify the chemical constituents of the Traditional Chinese Er-Zhi-Pill
    Zhong, Xunlong
    Zhong, Yanmei
    Yan, Kangqi
    Xiao, Xuerong
    Duan, Lian
    Wang, Ruolun
    Wang, Laiyou
    JOURNAL OF SEPARATION SCIENCE, 2017, 40 (13) : 2713 - 2721
  • [32] A high-throughput and untargeted lipidomics approach reveals new mechanistic insight and the effects of salvianolic acid B on the metabolic profiles in coronary heart disease rats using ultra-performance liquid chromatography with mass spectrometry
    Li, Ying-peng
    Wang, Cong-ying
    Shang, Hong-tao
    Hu, Rui-rui
    Fu, Hui
    Xiao, Xue-feng
    RSC ADVANCES, 2020, 10 (29) : 17101 - 17113
  • [33] Comparative metabolomics analysis on hematopoietic functions of herb pair Gui-Xiong by ultra-high-performance liquid chromatography coupled to quadrupble time-of-flight mass spectrometry and pattern recognition approach
    Li, Weixia
    Tang, Yuping
    Guo, Jianming
    Shang, Erxin
    Qian, Yefei
    Wang, Linyan
    Zhang, Li
    Liu, Pei
    Su, Shulan
    Qian, Dawei
    Duan, Jin-ao
    JOURNAL OF CHROMATOGRAPHY A, 2014, 1346 : 49 - 56
  • [34] Comparative metabolomics analysis on invigorating blood circulation for herb pair Gui-Hong by ultra-high-performance liquid chromatography coupled to quadrupole time-of-flight mass spectrometry and pattern recognition approach
    Li, Shujiao
    Lin, Hang
    Tang, Yuping
    Li, Weixia
    Shen, Juan
    Kai, Jun
    Yue, Shijun
    Shang, Guanxiong
    Zhu, Zhenhua
    Shang, Erxin
    Zhang, Changbin
    Zhang, Li
    Yan, Hui
    Liu, Pei
    Duan, Jin-ao
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2015, 107 : 456 - 463
  • [35] Metabolomics Study on the Toxicity of Aconite Root and Its Processed Products Using Ultraperformance Liquid-Chromatography/Electrospray-Ionization Synapt High-Definition Mass Spectrometry Coupled with Pattern Recognition Approach and Ingenuity Pathways Analysis
    Wang, Xijun
    Wang, Huiyu
    Zhang, Aihua
    Lu, Xin
    Sun, Hui
    Dong, Hui
    Wang, Ping
    JOURNAL OF PROTEOME RESEARCH, 2012, 11 (02) : 1284 - 1301
  • [36] High-Throughput Microbore Ultrahigh-Performance Liquid Chromatography-Ion Mobility-Enabled-Mass Spectrometry-Based Proteomics Methodology for the Exploratory Analysis of Serum Samples from Large Cohort Studies
    Lennon, Sarah
    Hughes, Christopher J.
    Muazzam, Ammara
    Townsend, Paul A.
    Gethings, Lee A.
    Wilson, Ian D.
    Plumb, Robert S.
    JOURNAL OF PROTEOME RESEARCH, 2021, 20 (03) : 1705 - 1715
  • [37] Metabolomics reveals positive acceleration( plus Gz)-induced metabolic perturbations and the protective effect of Ginkgo biloba extract in a rat model based on ultra high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry
    Yang, Zhihui
    Zhao, Andong
    Li, Zhongdong
    Ge, Hua
    Li, Tonghua
    Zhang, Fucheng
    Zhan, Hao
    Wang, Jianchang
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2016, 125 : 77 - 84
  • [38] Ultra-high performance liquid chromatography coupled with photo-diode array and quadrupole/time-of-flight mass spectrometry based chemical profiling approach to evaluate the influence of preparation methods on the holistic quality of Qiong-Yu-Gao, a traditional complex herbal medicine
    Xu, Jin-Di
    Mao, Qian
    Shen, Hong
    Zhu, Ling-Ying
    Li, Song-Lin
    Yan, Ru
    JOURNAL OF CHROMATOGRAPHY A, 2013, 1304 : 154 - 168