Serum metabonomics of NAFLD plus T2DM based on liquid chromatography-mass spectrometry

被引:25
作者
Chen, Yang [1 ]
Li, Chunlong [2 ]
Liu, Liyan [1 ]
Guo, Fuchuan [1 ]
Li, Songtao [1 ]
Huang, Lina [3 ]
Sun, Changhao [1 ]
Feng, Rennan [1 ]
机构
[1] Harbin Med Univ, Sch Publ Hlth, Dept Nutr & Food Hyg, 157 Baojian Rd, Harbin, Peoples R China
[2] Harbin Med Univ, Affiliated Hosp 2, Dept Gen Surg, Harbin, Peoples R China
[3] Liaoning Inst Food Control, Off Secretariat, Shenyang, Peoples R China
关键词
Non-alcoholic fatty liver disease; Metabonomics; Type 2 diabetes mellitus; UPLC-QTOF-MS; FATTY-LIVER-DISEASE; DIABETES-MELLITUS; CIRRHOSIS;
D O I
10.1016/j.clinbiochem.2016.05.016
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
Objectives: Nonalcoholic fatty liver disease (NAFLD), a main liver disease around the world, is closely associated with insulin resistance, type 2 diabetes mellitus (T2DM) and other metabolic diseases. The objective of this study is to identify distinct metabolites of NAFLD patients with or without T2DM. Design and methods: We used a biomarker-discovery population to find distinct metabolites of NAFLD patients with or without T2DM. Then, a validation population was applied to test the model of the biomarker-discovery population. All the individuals received anthropometric and common biochemical measurements. The metabolic data were analyzed by multivariable statistical analyses using ultra-high-performance liquid chromatography/quadrupole time-of-flight-tandem mass spectrometry. Results: There were 7,7,2 metabolites in the positive electrospray ionization (ESI) mode, which were identified between groups from both the biomarker-discovery and validation population. The NAFLD group showed higher concentrations of oleamide, L-phenylalanine, L-proline, bilirubin, L-palmitoylcarnitine, and PC (20:5) and a lower concentration of Lyso-PAF C-18 than those of control. Compared with the control group, the NAFLD + T2DM group displayed higher oleamide, L-leucine, LysoPC (14:0), bilirubin, tetradecenoylcarnitine, linoleyl carnitine, and tetradecadiencarnitine in serum. Tetradecenoylcarnitine and tetradecadiencarnitine were more elevated in patients with NAFLD + T2DM than in the NAFLD group. Conclusions: Serum metabonomic analyses displayed great metabolic changes in patients with NAFLD and NAFLD plus T2DM. Our study is beneficial in providing a further view into the pathogenesis and pathophysiology of NAFLD and NAFLD plus T2DM, which might be useful for the prevention and therapy of NAFLD and NAFLD plus T2DM. (C) 2016 The Canadian Society of Clinical Chemists. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:962 / 966
页数:5
相关论文
共 15 条
  • [1] Amer Diabet Assoc, 2018, DIABETES CARE, V41, pS13, DOI [10.2337/dc19-S002, 10.2337/dc18-S002, 10.2337/dc09-S062, 10.2337/dc12-S064]
  • [2] Extrahepatic Complications of Nonalcoholic Fatty Liver Disease
    Armstrong, Matthew J.
    Adams, Leon A.
    Canbay, Ali
    Syn, Wing-Kin
    [J]. HEPATOLOGY, 2014, 59 (03) : 1174 - 1197
  • [3] The metabolomic window into hepatobiliary disease
    Beyoglu, Diren
    Idle, Jeffrey R.
    [J]. JOURNAL OF HEPATOLOGY, 2013, 59 (04) : 842 - 858
  • [4] Plasma Metabolomic Profiles Reflective of Glucose Homeostasis in Non-Diabetic and Type 2 Diabetic Obese African-American Women
    Fiehn, Oliver
    Garvey, W. Timothy
    Newman, John W.
    Lok, Kerry H.
    Hoppel, Charles L.
    Adams, Sean H.
    [J]. PLOS ONE, 2010, 5 (12): : 1 - 10
  • [5] Jian-gao Fan, 2010, Zhonghua Gan Zang Bing Za Zhi, V18, P163
  • [6] Mass-Spectrometry-Based Serum Metabolomics of a C57BL/6J Mouse Model of High-Fat-Diet-Induced Non-alcoholic Fatty Liver Disease Development
    Lai, Yi-Syuan
    Chen, Wei-Cheng
    Kuo, Tien-Chueh
    Ho, Chi-Tang
    Kuo, Ching-Hua
    Tseng, Yufeng J.
    Lu, Kuan-Hung
    Lin, Shih-Hang
    Panyod, Suraphan
    Sheen, Lee-Yan
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2015, 63 (35) : 7873 - 7884
  • [7] A serum metabonomic study on the difference between alcohol- and HBV-induced liver cirrhosis by ultraperformance liquid chromatography coupled to mass spectrometry plus quadrupole time-of-flight mass spectrometry
    Lian Jiang-shan
    Liu Wei
    Hao Shao-rui
    Guo Yong-zheng
    Huang Hai-jun
    Chen De-ying
    Xie Qing
    Pan Xiao-ping
    Xu Wei
    Yuan Wen-xia
    Li Lan-juan
    Huang Jian-rong
    [J]. CHINESE MEDICAL JOURNAL, 2011, 124 (09) : 1367 - 1373
  • [8] Serum Levels of Acylcarnitines Are Altered in Prediabetic Conditions
    Mai, Manuel
    Toenjes, Anke
    Kovacs, Peter
    Stumvoll, Michael
    Fiedler, Georg Martin
    Leichtle, Alexander Benedikt
    [J]. PLOS ONE, 2013, 8 (12):
  • [9] Hepatocyte growth factor twenty years on: Much more than a growth factor
    Nakamura, Takahiro
    Sakai, Katsuya
    Nakamura, Toshikazu
    Matsumoto, Kunio
    [J]. JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2011, 26 : 188 - 202
  • [10] Prediction of non-alcoholic fatty-liver disease and liver fat content by serum molecular lipids
    Oresic, Matej
    Hyotylainen, Tuulia
    Kotronen, Anna
    Gopalacharyulu, Peddinti
    Nygren, Heli
    Arola, Johanna
    Castillo, Sandra
    Mattila, Ismo
    Hakkarainen, Antti
    Borra, Ronald J. H.
    Honka, Miikka-Juhani
    Verrijken, An
    Francque, Sven
    Iozzo, Patricia
    Leivonen, Marja
    Jaser, Nabil
    Juuti, Anne
    Sorensen, Thorkild I. A.
    Nuutila, Pirjo
    Van Gaal, Luc
    Yki-Jarvinen, Hannele
    [J]. DIABETOLOGIA, 2013, 56 (10) : 2266 - 2274