Applying ‘Sequential Windowed Acquisition of All Theoretical Fragment Ion Mass Spectra’ (SWATH) for systematic toxicological analysis with liquid chromatography-high-resolution tandem mass spectrometry

AbstractLiquid chromatography-tandem mass spectrometry (LC-MS/MS) has become an indispensable analytical technique in clinical and forensic toxicology for detection and identification of potentially toxic or harmful compounds. Particularly, non-target LC-MS/MS assays enable extensive and universal screening requested in systematic toxicological analysis. An integral part of the identification process is the generation of information-rich product ion spectra which can be searched against libraries of reference mass spectra. Usually, ‘data-dependent acquisition’ (DDA) strategies are applied for automated data acquisition. In this study, the ‘data-independent acquisition’ (DIA) method ‘Sequential Windowed Acquisition of All Theoretical Fragment Ion Mass Spectra’ (SWATH) was combined with LC-MS/MS on a quadrupole-quadrupole-time-of-flight (QqTOF) instrument for acquiring informative high-resolution tandem mass spectra. SWATH performs data-independent fragmentation of all precursor ions entering the mass spectrometer in 21m/z isolation windows. The whole m/z range of interest is covered by continuous stepping of the isolation window. This allows numerous repeat analyses of each window during the elution of a single chromatographic peak and results in a complete fragment ion map of the sample. Compounds and samples typically encountered in forensic casework were used to assess performance characteristics of LC-MS/MS with SWATH. Our experiments clearly revealed that SWATH is a sensitive and specific identification technique. SWATH is capable of identifying more compounds at lower concentration levels than DDA does. The dynamic range of SWATH was estimated to be three orders of magnitude. Furthermore, the >600,000 SWATH spectra matched led to only 408 incorrect calls (false positive rate = 0.06 %). Deconvolution of generated ion maps was found to be essential for unravelling the full identification power of LC-MS/MS with SWATH. With the available software, however, only semi-automated deconvolution was enabled, which rendered data interpretation a laborious and time-consuming process. Graphical AbstractHigh-resolution LC-MS/MS with SWATH represents a sensitive and specific compound identification tool that has vast potential to become a leading technique in systematic toxicological analysis. SWATH solves the problem of unused precursor ions often encountered with data-dependent acquisition methods by acquiring complete fragment ion maps of a sample

[1]  Chad R. Weisbrod,et al.  Accurate peptide fragment mass analysis: multiplexed peptide identification and quantification. , 2012, Journal of proteome research.

[2]  Linda Monaci,et al.  Determination of deoxynivalenol, T-2 and HT-2 toxins in a bread model food by liquid chromatography-high resolution-Orbitrap-mass spectrometry equipped with a high-energy collision dissociation cell. , 2011, Journal of chromatography. A.

[3]  Dan Golick,et al.  Database searching and accounting of multiplexed precursor and product ion spectra from the data independent analysis of simple and complex peptide mixtures , 2009, Proteomics.

[4]  Samuel I. Miller,et al.  Precursor acquisition independent from ion count: how to dive deeper into the proteomics ocean. , 2009, Analytical chemistry.

[5]  R. Schuhmacher,et al.  On the inter-instrument and inter-laboratory transferability of a tandem mass spectral reference library: 1. Results of an Austrian multicenter study. , 2009, Journal of mass spectrometry : JMS.

[6]  Ludovic C. Gillet,et al.  Quantitative measurements of N‐linked glycoproteins in human plasma by SWATH‐MS , 2013, Proteomics.

[7]  Ludovic C. Gillet,et al.  Targeted Data Extraction of the MS/MS Spectra Generated by Data-independent Acquisition: A New Concept for Consistent and Accurate Proteome Analysis* , 2012, Molecular & Cellular Proteomics.

[8]  Herbert Oberacher,et al.  Combined use of ESI–QqTOF-MS and ESI–QqTOF-MS/MS with mass-spectral library search for qualitative analysis of drugs , 2006, Analytical and bioanalytical chemistry.

[9]  Liang Li,et al.  Exploring the precursor ion exclusion feature of liquid chromatography-electrospray ionization quadrupole time-of-flight mass spectrometry for improving protein identification in shotgun proteome analysis. , 2008, Analytical chemistry.

[10]  R. Fitzgerald,et al.  Broad spectrum drug identification directly from urine, using liquid chromatography-tandem mass spectrometry. , 1999, Clinical chemistry.

[11]  J. Castro-Pérez,et al.  High-resolution chromatography/time-of-flight MSE with in silico data mining is an information-rich approach to reactive metabolite screening. , 2011, Rapid communications in mass spectrometry : RCM.

[12]  Frank T. Peters,et al.  Development and validation of a liquid chromatography-tandem mass spectrometry (LC-MS/MS) procedure for screening of urine specimens for 100 analytes relevant in drug-facilitated crime (DFC) , 2014, Analytical and Bioanalytical Chemistry.

[13]  K. Linnet,et al.  Screening of 30 acidic and neutral pharmaceuticals in whole blood by fully automated SPE and UPLC-TOF-MS(E.). , 2013, Drug testing and analysis.

[14]  Mark Wrona,et al.  'All-in-one' analysis for metabolite identification using liquid chromatography/hybrid quadrupole time-of-flight mass spectrometry with collision energy switching. , 2005, Rapid communications in mass spectrometry : RCM.

[15]  Michelle Wood,et al.  Drug screening in medical examiner casework by high-resolution mass spectrometry (UPLC-MSE-TOF). , 2013, Journal of analytical toxicology.

[16]  Thomas Letzel,et al.  On the inter-instrument and the inter-laboratory transferability of a tandem mass spectral reference library. 3. Focus on ion trap and upfront CID. , 2012, Journal of mass spectrometry : JMS.

[17]  M. Mann,et al.  Proteomics on an Orbitrap Benchtop Mass Spectrometer Using All-ion Fragmentation , 2010, Molecular & Cellular Proteomics.

[18]  Ben C. Collins,et al.  OpenSWATH enables automated, targeted analysis of data-independent acquisition MS data , 2014, Nature Biotechnology.

[19]  D. Goodlett,et al.  Multiplexed and data-independent tandem mass spectrometry for global proteome profiling. , 2014, Mass spectrometry reviews.

[20]  H. Oberacher,et al.  Impact of solvent conditions on separation and detection of basic drugs by micro liquid chromatography-mass spectrometry under overloading conditions. , 2011, Journal of chromatography. A.

[21]  Jing Chen,et al.  Glycoproteomic Analysis of Prostate Cancer Tissues by SWATH Mass Spectrometry Discovers N-acylethanolamine Acid Amidase and Protein Tyrosine Kinase 7 as Signatures for Tumor Aggressiveness , 2014, Molecular & Cellular Proteomics.

[22]  T. Kraemer,et al.  Bioanalytical procedures for determination of drugs of abuse in blood , 2007, Analytical and bioanalytical chemistry.

[23]  Gérard Hopfgartner,et al.  High-resolution mass spectrometry for integrated qualitative and quantitative analysis of pharmaceuticals in biological matrices , 2012, Analytical and Bioanalytical Chemistry.

[24]  Herbert Oberacher,et al.  Detection and identification of drugs and toxicants in human body fluids by liquid chromatography-tandem mass spectrometry under data-dependent acquisition control and automated database search. , 2013, Analytica chimica acta.

[25]  M. Meyer,et al.  Development of the first metabolite-based LC-MSn urine drug screening procedure-exemplified for antidepressants , 2011, Analytical and bioanalytical chemistry.

[26]  Herbert Oberacher,et al.  Quality evaluation of tandem mass spectral libraries , 2011, Analytical and bioanalytical chemistry.

[27]  N. Ahn,et al.  Quantifying the impact of chimera MS/MS spectra on peptide identification in large-scale proteomics studies. , 2010, Journal of proteome research.

[28]  S. Johansen,et al.  Screening for illicit and medicinal drugs in whole blood using fully automated SPE and ultra-high-performance liquid chromatography with TOF-MS with data-independent acquisition. , 2013, Journal of separation science.

[29]  C. V. Van Peteghem,et al.  Information-dependent acquisition-mediated LC-MS/MS screening procedure with semiquantitative potential. , 2004, Analytical chemistry.

[30]  John D. Venable,et al.  Automated approach for quantitative analysis of complex peptide mixtures from tandem mass spectra , 2004, Nature Methods.

[31]  Ludovic C. Gillet,et al.  Quantifying protein interaction dynamics by SWATH mass spectrometry: application to the 14-3-3 system , 2013, Nature Methods.

[32]  D. Goodlett,et al.  Shotgun collision‐induced dissociation of peptides using a time of flight mass analyzer , 2003, Proteomics.

[33]  Herbert Oberacher,et al.  Evaluation of the performance of a tandem mass spectral library with mass spectral data extracted from literature. , 2012, Drug testing and analysis.

[34]  S Dresen,et al.  Detection and identification of 700 drugs by multi-target screening with a 3200 Q TRAP® LC-MS/MS system and library searching , 2010, Analytical and bioanalytical chemistry.

[35]  Jerry Zweigenbaum,et al.  Development and practical application of a library of CID accurate mass spectra of more than 2,500 toxic compounds for systematic toxicological analysis by LC–QTOF-MS with data-dependent acquisition , 2011, Analytical and bioanalytical chemistry.

[36]  Frank T Peters,et al.  Recent advances of liquid chromatography-(tandem) mass spectrometry in clinical and forensic toxicology. , 2011, Clinical biochemistry.

[37]  Herbert Oberacher,et al.  Comprehensive identification of active compounds in tablets by flow-injection data-dependent tandem mass spectrometry combined with library search. , 2010, Forensic science international.

[38]  R. Subramanian,et al.  Comparison of information-dependent acquisition, SWATH, and MS(All) techniques in metabolite identification study employing ultrahigh-performance liquid chromatography-quadrupole time-of-flight mass spectrometry. , 2014, Analytical chemistry.

[39]  Herbert Oberacher,et al.  Evaluation of the sensitivity of the 'Wiley registry of tandem mass spectral data, MSforID' with MS/MS data of the 'NIST/NIH/EPA mass spectral library'. , 2013, Journal of mass spectrometry : JMS.

[40]  Gérard Hopfgartner,et al.  Integrated quantification and identification of aldehydes and ketones in biological samples. , 2014, Analytical chemistry.

[41]  Nandkishor S. Chindarkar,et al.  Liquid chromatography high-resolution TOF analysis: investigation of MSE for broad-spectrum drug screening. , 2014, Clinical chemistry.

[42]  W. Weinmann,et al.  Screening for drugs in serum by electrospray ionization/collision-induced dissociation and library searching , 1999, Journal of the American Society for Mass Spectrometry.

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

[44]  Herbert Oberacher,et al.  Testing an alternative search algorithm for compound identification with the 'Wiley Registry of Tandem Mass Spectral Data, MSforID'. , 2013, Journal of mass spectrometry : JMS.

[45]  R. Schuhmacher,et al.  On the inter-instrument and the inter-laboratory transferability of a tandem mass spectral reference library: 2. Optimization and characterization of the search algorithm. , 2009, Journal of mass spectrometry : JMS.

[46]  Hans H Maurer,et al.  What is the future of (ultra) high performance liquid chromatography coupled to low and high resolution mass spectrometry for toxicological drug screening? , 2013, Journal of chromatography. A.

[47]  Pierre Marquet,et al.  Evaluation of an improved general unknown screening procedure using liquid-chromatography-electrospray-mass spectrometry by comparison with gas chromatography and high-performance liquid-chromatography—diode array detection , 2003, Journal of the American Society for Mass Spectrometry.

[48]  Tao Xu,et al.  Bioinformatics Applications Note Sequence Analysis Xdia: Improving on the Label-free Data-independent Analysis , 2022 .

[49]  Vasant R. Marur,et al.  Qualitative characterization of the rat liver mitochondrial lipidome using LC–MS profiling and high energy collisional dissociation (HCD) all ion fragmentation , 2012, Metabolomics.