Comprehensive LC-MSE Lipidomic Analysis using a Shotgun Approach and Its Application to Biomarker Detection and Identification in Osteoarthritis Patients

被引:190
作者
Castro-Perez, Jose M. [1 ,2 ]
Kamphorst, Jurre [1 ]
DeGroot, Jeroen [3 ]
Lafeber, Floris [4 ]
Goshawk, Jeff [5 ]
Yu, Kate [2 ]
Shockcor, John P. [2 ]
Vreeken, Rob J. [1 ,6 ]
Hankemeier, Thomas [1 ,6 ]
机构
[1] Leiden Univ, LACDR, Div Analyt Biosci, NL-2300 RA Leiden, Netherlands
[2] Waters Corp, Milford, MA 01757 USA
[3] TNO Qual Life, Business Unit Biosci, NL-2301 CE Leiden, Netherlands
[4] Univ Med Ctr Utrecht, Dept Rheumatol & Clin Immunol, NL-3508 GA Utrecht, Netherlands
[5] Waters MS Technol Ctr, Manchester, Lancs, England
[6] Leiden Univ, LACDR, Netherlands Metab Ctr, NL-2300 RA Leiden, Netherlands
关键词
lipids; mass spectrometry; metabolite profiling; UPLC; MSE; osteoarthritis; biomarker; IONIZATION MASS-SPECTROMETRY; ELECTROSPRAY-IONIZATION; METABOLITE IDENTIFICATION; QUANTITATIVE-ANALYSIS; ACCURATE MASS; PHOSPHOLIPIDS; MIXTURES; GLYCEROPHOSPHOCHOLINE; DISCOVERY; SYSTEMS;
D O I
10.1021/pr901094j
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A fast and robust method for lipid profiling utilizing liquid chromatography coupled with mass spectrometry has been demonstrated and validated for the analysis of human plasma. This method allowed quantification and identification of lipids in human plasma using parallel alternating low energy and high energy collision spectral acquisition modes. A total of 284 lipids were identified and quantified (as relative concentrations) in both positive and negative ion electrospray ionization mode. The method was validated with five nonendogenous lipids, and the linearity (r(2) better than 0.994) and the intraday and interday repeatability (relative standard deviation, 4-6% and 5-8%, respectively) were satisfactory. The developed lipid profiling method was successfully applied for the analysis of plasma from osteoarthritis (OA) patients. The multivariate statistical analysis by partial least-squares-discrimination analysis suggested an altered lipid metabolism associated with osteoarthritis and the release of arachidonic acid from phospholipids.
引用
收藏
页码:2377 / 2389
页数:13
相关论文
共 43 条
  • [1] [Anonymous], 1991, A User's Guide to Principal Components
  • [2] Phosphatidic acid, a key intermediate in lipid metabolism
    Athenstaedt, K
    Daum, G
    [J]. EUROPEAN JOURNAL OF BIOCHEMISTRY, 1999, 266 (01): : 1 - 16
  • [3] Eicosanomics: targeted lipidomics of eicosanoids in biological systems
    Balazy, M
    [J]. PROSTAGLANDINS & OTHER LIPID MEDIATORS, 2004, 73 (3-4): : 173 - 180
  • [4] LC-MS analysis of phospholipids and lysophospholipids in human bronchoalveolar lavage fluid
    Barroso, B
    Bischoff, R
    [J]. JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2005, 814 (01): : 21 - 28
  • [5] MSE with mass defect filtering for in vitro and in vivo metabolite identification
    Bateman, Kevin P.
    Castro-Perez, Jose
    Wrona, Mark
    Shockcor, John P.
    Yu, Kate
    Oballa, Renata
    Nicoll-Griffith, Deborah A.
    [J]. RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2007, 21 (09) : 1485 - 1496
  • [6] BLIGH EG, 1959, CAN J BIOCHEM PHYS, V37, P911
  • [7] CHUNXIU H, 2009, J PROTEOME RES, V7, P4982
  • [8] Application of the accurate mass and time tag approach in studies of the human blood lipidome
    Ding, Jie
    Sorensen, Christina M.
    Jaitly, Navdeep
    Jiang, Hongliang
    Orton, Daniel J.
    Monroe, Matthew E.
    Moore, Ronald J.
    Smith, Richard D.
    Metz, Thomas O.
    [J]. JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2008, 871 (02): : 243 - 252
  • [9] Dowhan W., 2002, Biochemistry of Lipids, Lipoproteins, and Membranes, V4, P1
  • [10] Quantitative profiling of phospholipids by multiple precursor ion scanning on a hybrid quadrupole time-of-flight mass spectrometer
    Ekroos, K
    Chernushevich, IV
    Simons, K
    Shevchenko, A
    [J]. ANALYTICAL CHEMISTRY, 2002, 74 (05) : 941 - 949