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
  • [21] High-throughput simultaneous quantification of five azole anti-fungal agents and one active metabolite in human plasma using ultra-high-performance liquid chromatography coupled to tandem mass spectrometry
    Tanaka, Ryota
    Shiraiwa, Ken
    Takano, Kuniko
    Ogata, Masao
    Honda, Shuhei
    Yoshida, Natsumi
    Okuhiro, Kazuki
    Yoshida, Masaki
    Narahara, Kumiko
    Kai, Makoto
    Tatsuta, Ryosuke
    Itoh, Hiroki
    CLINICAL BIOCHEMISTRY, 2022, 99 : 87 - 96
  • [22] Ultra-Performance Liquid Chromatography/Mass Spectrometry-Based Metabolomics for Discovering Potential Biomarkers and Metabolic Pathways of Colorectal Cancer in Mouse Model (ApcMin/ plus ) and Revealing the Effect of Honokiol
    Chen, Xin
    Shi, Bo-lun
    Qi, Run-zhi
    Chang, Xing
    Zheng, Hong-gang
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [23] Ultraperformance Liquid Chromatography-Mass Spectrometry Based Comprehensive Metabolomics Combined with Pattern Recognition and Network Analysis Methods for Characterization of Metabolites and Metabolic Pathways from Biological Data Sets
    Zhang, Ai-hua
    Sun, Hui
    Han, Ying
    Yan, Guang-li
    Yuan, Ye
    Song, Gao-chen
    Yuan, Xiao-xia
    Xie, Ning
    Wang, Xi-jun
    ANALYTICAL CHEMISTRY, 2013, 85 (15) : 7606 - 7612
  • [24] High-Throughput Metabolomics Discovers Metabolic Biomarkers and Pathways to Evaluating the Efficacy and Exploring Potential Mechanisms of Osthole Against Osteoporosis Based on UPLC/Q-TOF-MS Coupled With Multivariate Data Analysis
    Si, Zhenxing
    Zhou, Shifeng
    Shen, Zilong
    Luan, Feiyu
    FRONTIERS IN PHARMACOLOGY, 2020, 11
  • [25] A high-throughput approach for subcellular proteome - Identification of rat liver proteins using subcellular fractionation coupled with two-dimensional liquid chromatography tandem mass spectrometry and bioinformatic analysis
    Jiang, XS
    Zhou, H
    Zhang, L
    Sheng, QH
    Li, SJ
    Li, L
    Hao, P
    Li, YX
    Xia, QC
    Wu, JR
    Zeng, R
    MOLECULAR & CELLULAR PROTEOMICS, 2004, 3 (05) : 441 - 455
  • [26] High-throughput screening and quantitative analysis method of 112 pharmaceutical and personal care products in water based on ultra-high performance liquid chromatography with high-resolution mass spectrometry
    Chen Xi
    Wu Ci
    Wang Longxiang
    Wang Yue
    Ning Xingshuang
    Xu Chuanpeng
    Li Wang
    Chu Yingqian
    CHINESE JOURNAL OF CHROMATOGRAPHY, 2018, 36 (11) : 1147 - 1157
  • [27] Plasma phospholipid metabolic profiling and biomarkers of type 2 diabetes mellitus based on high-performance liquid chromatography/electrospray mass spectrometry and multivariate statistical analysis
    Wang, C
    Kong, HW
    Guan, YF
    Yang, J
    Gu, JR
    Yang, SL
    Xu, GW
    ANALYTICAL CHEMISTRY, 2005, 77 (13) : 4108 - 4116
  • [28] High-throughput ultra high performance liquid chromatography combined with mass spectrometry approach for the rapid analysis and characterization of multiple constituents of the fruit of Acanthopanax senticosus (Rupr. et Maxim.) Harms
    Han, Yue
    Zhang, Aihua
    Sun, Hui
    Zhang, Yingzhi
    Meng, Xiangcai
    Yan, Guangli
    Liu, Liang
    Wang, Xijun
    JOURNAL OF SEPARATION SCIENCE, 2017, 40 (10) : 2178 - 2187
  • [29] Metabolomics Analysis of Trimethoprim-sulfamethoxazole Resistant Strains of Listeria monocytogenes Based on Ultra-high Performance Liquid Chromatography Coupled with Quadrupole Time-of-Flight Mass Spectrometry
    Zhou J.
    Wang P.
    Guo J.
    Chen Y.
    Journal of Chinese Institute of Food Science and Technology, 2022, 22 (01) : 215 - 226
  • [30] Metabolic pathways involved in Xin-Ke-Shu protecting against myocardial infarction in rats using ultra high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry
    Liu, Yue-tao
    Jia, Hong-mei
    Chang, Xing
    Cheng, Wei-hua
    Zhao, Xin
    Ding, Gang
    Zhang, Hong-wu
    Cai, Da-yong
    Zou, Zhong-Mei
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2014, 90 : 35 - 44