Trace Phosphate Improves ZIC-pHILIC Peak Shape, Sensitivity, and Coverage for Untargeted Metabolomics

被引:36
作者
Spalding, Jonathan L. [1 ,2 ,3 ]
Naser, Fuad J. [1 ]
Mahieu, Nathaniel G. [1 ]
Johnson, Stephen L. [2 ]
Patti, Gary J. [1 ,3 ]
机构
[1] Washington Univ, Dept Chem, St Louis, MO 63130 USA
[2] Washington Univ, Dept Genet, St Louis, MO 63110 USA
[3] Washington Univ, Dept Med, St Louis, MO 63110 USA
关键词
untargeted metabolomics; hydrophilic interaction liquid chromatography; phosphate; credentialing; electrostatic interactions; bioinformatics; peak detection; coverage; HYDROPHILIC-INTERACTION CHROMATOGRAPHY; PERFORMANCE LIQUID-CHROMATOGRAPHY; TANDEM MASS-SPECTROMETRY; LC-MS; STATIONARY PHASES; SEPARATION; SELECTIVITY; SOLUTES; MUSCLE; PLASMA;
D O I
10.1021/acs.jproteome.8b00487
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Existing hydrophilic interaction liquid chromatography (HILIC) methods, considered individually, each exhibit poor chromatographic performance for a substantial fraction of polar metabolites. In addition to limiting metabolome coverage, such deficiencies also complicate automated data processing. Here we show that some of these analytical challenges can be addressed for the ZIC-pHILIC, a zwitterionic stationary phase commonly used in metabolomics, with the addition of trace levels of phosphate. Specifically, micromolar phosphate extended metabolome coverage by hundreds of credentialed features, improved peak shapes, and reduced peak-detection errors during informatic processing. Although the addition of high levels of phosphate (millimolar) as a HILIC mobile phase buffer has been explored previously, such concentrations interfere with mass spectrometric (MS) detection. We show that using phosphate as a trace additive at micromolar concentrations improves analysis by electrospray MS, increasing signal for a diverse set of polar standards. Given the small amount of phosphate needed, comparable chromatographic improvements were also achieved by direct addition of phosphate to the sample during reconstitution. Our results suggest that defects in ZIC-pHILIC performance are predominantly driven by electrostatic interactions, which can be modulated by phosphate. These findings constitute both a methodological improvement for untargeted metabolomics and an advance in our understanding of the mechanisms limiting HILIC coverage.
引用
收藏
页码:3537 / 3546
页数:10
相关论文
共 46 条
[1]   HYDROPHILIC-INTERACTION CHROMATOGRAPHY FOR THE SEPARATION OF PEPTIDES, NUCLEIC-ACIDS AND OTHER POLAR COMPOUNDS [J].
ALPERT, AJ .
JOURNAL OF CHROMATOGRAPHY, 1990, 499 :177-196
[2]   Electrostatic repulsion hydrophilic interaction chromatography for isocratic separation of charged solutes and selective isolation of phosphopeptides [J].
Alpert, Andrew J. .
ANALYTICAL CHEMISTRY, 2008, 80 (01) :62-76
[3]   HILIC at 21: Reflections and perspective [J].
Alpert, Andrew J. .
JOURNAL OF CHROMATOGRAPHY A, 2011, 1218 (35) :5879-5879
[4]   NA K CA MG + CL CONCENTRATIONS IN CHOROID PLEXUS FLUID + CISTERNAL FLUID COMPARED WITH PLASMA ULTRAFILTRATE [J].
AMES, A ;
SAKANOUE, M ;
ENDO, S .
JOURNAL OF NEUROPHYSIOLOGY, 1964, 27 (04) :672-&
[5]   Determination of atorvastatin in human serum by reversed-phase high-performance liquid chromatography with UV detection [J].
Bahrami, G ;
Mohammadi, B ;
Mirzaeei, S ;
Kiani, A .
JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2005, 826 (1-2) :41-45
[6]   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
[7]   Phosphate Sensing [J].
Bergwitz, Clemens ;
Jueppner, Harald .
ADVANCES IN CHRONIC KIDNEY DISEASE, 2011, 18 (02) :132-144
[8]   A STUDY OF INTRACELLULAR ORTHO-PHOSPHATE CONCENTRATION IN HUMAN-MUSCLE AND ERYTHROCYTES BY P-31 NUCLEAR-MAGNETIC-RESONANCE SPECTROSCOPY AND SELECTIVE CHEMICAL-ASSAY [J].
BEVINGTON, A ;
MUNDY, KI ;
YATES, AJP ;
KANIS, JA ;
RUSSELL, RGG ;
TAYLOR, DJ ;
RAJAGOPALAN, B ;
RADDA, GK .
CLINICAL SCIENCE, 1986, 71 (06) :729-735
[9]   Hydrophilic interaction liquid chromatography (HILIC)-a powerful separation technique [J].
Buszewski, Boguslaw ;
Noga, Sylwia .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2012, 402 (01) :231-247
[10]   Extent of the influence of phosphate buffer and ionic liquids on the reduction of the silanol effect in a C18 stationary phase [J].
Carda-Broch, S. ;
Garcia-Alvarez-Coque, M. C. ;
Ruiz-Angel, M. J. .
JOURNAL OF CHROMATOGRAPHY A, 2018, 1559 :112-117