Bioassay-directed fractionation for discovery of bioactive neutral lipids guided by relative mass defect filtering and multiplexed collision-induced dissociation.

We report a synergistic method using bioassay-directed liquid chromatography fractionation and time-of-flight mass spectrometry to guide and accelerate bioactive compound discovery. To steer purification and assays toward anticipated neutral lipid activators of a constitutive androstane receptor splice variant, a relative mass defect filter was calculated, based on the ratio of the mass defect to the measured ion mass, and used to reduce the number of candidate ion masses. Mass measurements often lack sufficient accuracy to provide unambiguous assignments of elemental compositions, and since the relative mass defect reflects fractional hydrogen content of ions, this value is largely determined by the hydrogen content of a compound's biosynthetic precursors. A relative mass defect window ranging from 600-1000 ppm, consistent with an assortment of lipids, was chosen to assess the number of candidate ions in fractions of fetal bovine serum. This filter reduced the number of candidate ion m/z values from 1345 to 892, which was further reduced to 21 by intensity and isotope filtering. Accurate mass measurements from time-of-flight mass spectrometry and fragment ion masses generated using nonselective collision-induced dissociation suggested dioctyl phthalate as one of few neutral lipid constituents in the active fraction. The identity of this compound was determined to be di(2-ethylhexyl) phthalate using GC/MS, and it was ranked as a promising candidate for reporter assay screening.

[1]  D. Epps,et al.  Rapid separation of lipid classes in high yield and purity using bonded phase columns. , 1985, Journal of lipid research.

[2]  A G Marshall,et al.  Kendrick mass defect spectrum: a compact visual analysis for ultrahigh-resolution broadband mass spectra. , 2001, Analytical chemistry.

[3]  Susan M. Young,et al.  High-Throughput Microfluidic Mixing and Multiparametric Cell Sorting for Bioactive Compound Screening , 2004, Journal of biomolecular screening.

[4]  J. Yinon Mass spectral fragmentation pathways in phthalate esters. A tandem mass spectrometric collision‐induced dissociation study , 1988 .

[5]  J. Byers Optimal fractionation and bioassay plans for isolation of synergistic chemicals: The subtractive-combination method , 1992, Journal of Chemical Ecology.

[6]  Mark Wrona,et al.  MSE with mass defect filtering for in vitro and in vivo metabolite identification. , 2007, Rapid communications in mass spectrometry : RCM.

[7]  E. Kendrick A Mass Scale Based on CH2 = 14.0000 for High Resolution Mass Spectrometry of Organic Compounds. , 1963 .

[8]  F. W. Aston Isotopes and Atomic Weights , 1920, Nature.

[9]  Oliver Fiehn,et al.  Metabolomic database annotations via query of elemental compositions: Mass accuracy is insufficient even at less than 1 ppm , 2006, BMC Bioinformatics.

[10]  Donglu Zhang,et al.  A software filter to remove interference ions from drug metabolites in accurate mass liquid chromatography/mass spectrometric analyses. , 2003, Journal of mass spectrometry : JMS.

[11]  R. W. Hansen,et al.  The price of innovation: new estimates of drug development costs. , 2003, Journal of health economics.

[12]  Hanno Steen,et al.  Non-linear classification for on-the-fly fractional mass filtering and targeted precursor fragmentation in mass spectrometry experiments , 2010, Bioinform..

[13]  P. J. Todd,et al.  Mass Spectrometry: A Textbook , 2007 .

[14]  L. Horrocks,et al.  Separation of neutral lipids by high-performance liquid chromatography: quantification by ultraviolet, light scattering and fluorescence detection. , 1996, Journal of chromatography. B, Biomedical applications.

[15]  A. D. Jones,et al.  Broad connections in the Arabidopsis seed metabolic network revealed by metabolite profiling of an amino acid catabolism mutant. , 2010, The Plant journal : for cell and molecular biology.

[16]  Peter Ertl,et al.  Natural Product-likeness Score and Its Application for Prioritization of Compound Libraries , 2008, J. Chem. Inf. Model..

[17]  Jinhai Gao,et al.  Citric acid cycle intermediates as ligands for orphan G-protein-coupled receptors , 2004, Nature.

[18]  S. Auerbach,et al.  CAR2 Displays Unique Ligand Binding and RXRα Heterodimerization Characteristics , 2007, Drug Metabolism and Disposition.

[19]  John L. Bove,et al.  Airborne di-Butyl and di-(2-Ethylhexyl)-phthalate at Three New York City Air Sampling Stations , 1978 .

[20]  J. Fauchère,et al.  Combinatorial chemistry for the generation of molecular diversity and the discovery of bioactive leads , 1998 .

[21]  Anthony L. Schilmiller,et al.  Mass spectrometry screening reveals widespread diversity in trichome specialized metabolites of tomato chromosomal substitution lines , 2010, The Plant Journal.

[22]  Donglu Zhang,et al.  Mass defect profiles of biological matrices and the general applicability of mass defect filtering for metabolite detection. , 2008, Rapid communications in mass spectrometry : RCM.

[23]  Eric D. Dodds,et al.  Enhanced peptide mass fingerprinting through high mass accuracy: Exclusion of non-peptide signals based on residual mass. , 2006, Journal of proteome research.

[24]  M. Gorenstein,et al.  Quantitative proteomic analysis by accurate mass retention time pairs. , 2005, Analytical chemistry.

[25]  Alan Wise,et al.  The identification of ligands at orphan G-protein coupled receptors. , 2004, Annual review of pharmacology and toxicology.

[26]  S. Auerbach,et al.  Di(2-ethylhexyl) phthalate Is a Highly Potent Agonist for the Human Constitutive Androstane Receptor Splice Variant CAR2 , 2009, Molecular Pharmacology.

[27]  Donglu Zhang,et al.  Detection and Characterization of Metabolites in Biological Matrices Using Mass Defect Filtering of Liquid Chromatography/High Resolution Mass Spectrometry Data , 2006, Drug Metabolism and Disposition.

[28]  L Lasagna,et al.  Cost of innovation in the pharmaceutical industry. , 1991, Journal of health economics.

[29]  Pietro Traldi,et al.  Rapid Commun. Mass Spectrom.10. 1629-1637 (1996) Matrix-assisted Laser Desorption/Ionisation Mass Spectrometry in Milk Science , 1997 .

[30]  S. Frost,et al.  A comparison of the utilization of medium and long-chain fatty acids for oxidation and ketogenesis in the suckling rat: in vivo and in vitro studies. , 1981, Archives of biochemistry and biophysics.

[31]  Xueguo Chen,et al.  Strategy for analysis and screening of bioactive compounds in traditional Chinese medicines. , 2004, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.