Amino acids in a targeted versus a non-targeted metabolomics LC-MS/MS assay. Are the results consistent?

被引:34
作者
Klepacki, Jacek [1 ]
Klawitter, Jost [1 ]
Klawitter, Jelena [1 ]
Karimpour-fard, Anis [2 ]
Thurman, Joshua [3 ]
Ingle, Gordon [4 ]
Patel, Dharmesh [4 ]
Christians, Uwe [1 ]
机构
[1] Univ Colorado, Clin Res & Dev iC42, Anschutz Med Campus, Aurora, CO USA
[2] Univ Colorado, Ctr Computat Biol, Anschutz Med Campus, Aurora, CO USA
[3] Univ Colorado, Div Nephrol, Anschutz Med Campus, Aurora, CO USA
[4] Novartis Pharmaceut, E Hanover, NJ USA
基金
美国国家卫生研究院;
关键词
Amino acids; Non-targeted metabolomics; Targeted metabolomics; Kidney transplantation; eGFR; Multi-analyte LC-MS/MS; LC-MS/MS; LIQUID-CHROMATOGRAPHY; PLASMA; QUANTITATION; METABOLITES; ARGININE; PATHWAY;
D O I
10.1016/j.clinbiochem.2016.06.002
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
Background: The results of plasma amino acid patterns in samples from kidney transplant patients with good and impaired renal function using a targeted LC-MS/MS amino acid assay and a non-targeted metabolomics assay were compared. Methods: EDTA plasma samples were prospectively collected at baseline, 1, 2, 4 and 6 months post transplant (n = 116 patients, n = 398 samples). Each sample was analyzed using both a commercial amino acid LC-MS/MS assay and a non-targeted metabolomics assay also based on MS/MS ion transitions. The results of both assays were independently statistically analyzed to identify amino acids associated with estimated glomerular filtration rates using,correlation and partial least squares-discriminant analysis. Results: Although there was overlap between the results of the targeted and non-targeted metabolomics assays (tryptophan, 1-methyl histidine), there were also substantial inconsistencies, with the non-targeted assay resulting in more "hits" than the targeted assay. Without further verification of the hits detected by the non-targeted discovery assay, this would have led to different interpretation of the results. There were also false negative results when the non-targeted assay was used (hydroxy praline). Several of said discrepancies could be explained by loss of sensitivity during analytical runs for selected amino acids (serine and threonine), retention time shifts, signals above the range of linear detector response and integration of peaks not separated from background and interferences (aspartate) when the non-targeted metabolomics assay was used. Conclusions: Whenever assessment of a specific pathway such as amino acids is the focus of interest, a targeted seems preferable to a non-targeted metabolomics assay. (C) 2016 The Canadian Society of Clinical Chemists. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:955 / 961
页数:7
相关论文
共 28 条
[1]   Analytical methods in untargeted metabolomics: state of the art in 2015 [J].
Alonso, Arnald ;
Marsal, Sara ;
Julia, Antonio .
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2015, 3
[2]   The arginine-creatine pathway is disturbed in children and adolescents with renal transplants [J].
Andrade, Fernando ;
Rodriguez-Soriano, Juan ;
Prieto, Jose Angel ;
Elorz, Javier ;
Aguirre, Mireia ;
Ariceta, Gema ;
Martin, Sergio ;
Sanjurjo, Pablo ;
Aldamiz-Echevarria, Luis .
PEDIATRIC RESEARCH, 2008, 64 (02) :218-222
[3]   Separation and quantitation of water soluble cellular metabolites by hydrophilic interaction chromatography-tandem mass spectrometry [J].
Bajad, Sunil U. ;
Lu, Wenyun ;
Kimball, Elizabeth H. ;
Yuan, Jie ;
Peterson, Celeste ;
Rabinowitz, Joshua D. .
JOURNAL OF CHROMATOGRAPHY A, 2006, 1125 (01) :76-88
[4]  
Calvo C, 1998, CLIN TRANSPLANT, V12, P445
[5]   Mass spectrometry-based multiplexing for the analysis of biomarkers in drug development and clinical diagnostics - How much is too much? [J].
Christians, Uwe ;
Klepacki, Jacek ;
Shokati, Touraj ;
Klawitter, Jost ;
Klawitter, Jelena .
MICROCHEMICAL JOURNAL, 2012, 105 :32-38
[6]   How Unbiased is Non-Targeted Metabolomics and is Targeted Pathway Screening the Solution? [J].
Christians, Uwe ;
Klawitter, Jelena ;
Hornberger, Andrea ;
Klawitter, Jost .
CURRENT PHARMACEUTICAL BIOTECHNOLOGY, 2011, 12 (07) :1053-1066
[7]  
CLSI, 2014, C62A CLSI
[8]   Prevalence of chronic kidney disease and decreased kidney function in the adult US population: Third National Health and Nutrition Examination Survey [J].
Coresh, J ;
Astor, BC ;
Greene, T ;
Eknoyan, G ;
Levey, AS .
AMERICAN JOURNAL OF KIDNEY DISEASES, 2003, 41 (01) :1-12
[9]   Ex-vivo changes in amino acid concentrations from blood stored at room temperature or on ice: implications for arginine and taurine measurements [J].
Davis, Joshua S. ;
Darcy, Christabelle J. ;
Piera, Kim ;
McNeil, Yvette R. ;
Woodberry, Tonia ;
Anstey, Nicholas M. .
BMC CLINICAL PATHOLOGY, 2009, 9
[10]   Plasma and Urinary Amino Acid Metabolomic Profiling in Patients with Different Levels of Kidney Function [J].
Duranton, Flore ;
Lundin, Ulrika ;
Gayrard, Nathalie ;
Mischak, Harald ;
Aparicio, Michel ;
Mourad, Georges ;
Daures, Jean-Pierre ;
Weinberger, Klaus M. ;
Argiles, Angel .
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2014, 9 (01) :37-45