Extend Your Metabolomics Insight! Introducing MassHunter VistaFlux April 2016 Agilent – THE Leader in Metabolomics! Profinder METLIN MS/MS Library Fiehn EI Library Vista Flux Mass Profiler Professional with Pathway Architect Agilent Innovations for Metabolomics MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 2 Accelerate Your Research With VistaFlux! Agilent’s Qualitative Flux Analysis Workflow Citrate Oxaloacetate Isocitrate Extend your metabolomics insight … Track the flow of metabolites through a pathway! VistaFlux α-Ketoglutarate Malate Fumarate Succinyl CoA Succinate MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 3 The Importance of Qualitative Flux Analysis Extend Your Metabolomics Insight “Flux analysis elevates metabolic studies to a different level. While metabolomics reports on the molecular composition of a cell, flux analysis reveals in vivo pathway activity.” - Nicola Zamboni, PhD, Institute for Molecular Systems Biology, ETH Zurich ? ? MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 4 VistaFlux Stable Isotope Tracing Isotopologue Tracking Use of stable isotope labels (13C, 15N, and 2H) Isotopomers of M+1 Monitor stable isotope incorporation O HO Isotopologues 0 hr M+0: 13C0C4H4O4 M+1: 8 hr M+2: 13C 13C C C HO 1C3H4O4 O C C C HO O C M+3: 13C3C1H4O4 C M+4: 13C4C0H4O4 O C OH C O C C OH C O 2C2H4O4 OH C O HO Fumarate C4H4O4 C C C OH O MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 5 Manual Qualitative Flux Analysis – a Tedious Process! Current Flux Data Analysis Workflow Create target metabolite list Determine m/z for all possible isotopologues Extract chromatogram for all isotopologues for all targets Integrate peaks and transfer abundance to spreadsheet Review results Manually visualize on pathways using Cytoscape, Adobe Illustrator etc. MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 6 Accelerate Your Research With VistaFlux! Agilent’s Qualitative Flux Analysis Workflow • Pathways to PCDL • PCDL Manager Create Target Metabolite List Visualize on Pathways Acquire Data • MassHunter Acquisition • LC/TOF or LC/Q-TOF • Profinder • Omix Premium Extract Features VistaFlux Workflow MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 7 Target List Creation in VistaFlux Target List Creation Specify Interesting Pathways Generate Metabolite List Determine Tracer MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 8 Acquire Data on Agilent LC/TOF or LC/Q-TOF Acquire Data Use Accurate Mass TOF/Q-TOF Separate Isobaric Metabolites with RT What measurement factors are important in flux analysis? Mass Accuracy and High Resolution Confidently track isotopologues of metabolites in complex samples Isotopic Fidelity Detect incorporation of isotopic label through metabolic pathways Dynamic Range Detect low levels of stable isotope incorporation in the presence of other intense isotopologues 6545 LC/Q-TOF 6230 LC/TOF (best metabolite performance) (best value) MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 9 Data Analysis in VistaFlux Profinder Batch Isotopologue Extraction Extract Features Targeted Data Mining for Metabolites Score by Isotopologues and Retention Time MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 10 Data Analysis in VistaFlux Sophisticated Multi-stage Isotopologue Extraction Algorithm For each target metabolite: • Extracts chromatogram for each possible isotopologue using specified RT range and wider m/z tolerance • Integrates sum of EICs and evaluates to narrow RT range • Extracts MS and disqualifies ions not meeting criteria (m/z match and elution profiles) • Creates new, combined EIC from sum of qualified ions • Scores remaining peaks based on number of qualified isotopologue ions, relative abundance, and distance from target RT • Determines raw isotopologue abundance • Calculates corrected isotopologue abundance using natural isotope abundance and purity of the isotope tracer Benefits: • Minimizes false positive results • Provides more accurate isotopologue abundances, which yields more precise results MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 11 Isotopologue Extraction Example First Stage Extraction – Wider m/z and RT Windows M-1 M+0 M+1 M+0 M+1 M+4 M+5 M+2 M+3 M+4 M+6 M+7 1 4 2 (3) MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 12 Challenging Isotopologue Extraction Example Second Pass Extraction – Narrower m/z and RT Windows Qualified Ions After 2nd Pass M+6 Sum M+0 M+1 M+4 M+5 M+6 4 M+0 M+1 M+4 M+5 M+6 M+0 M+1 1 3 • Peak 2 has no qualified ions after narrow window extraction • M+6 fails elution profile test so peak 4 is eliminated • Peak 3 wins – closest to expected RT and has the most isotopologue peaks (2) MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 13 Visualize Profinder Results on Pathways Omix Premium Visualization Visualize on Pathways Display Isotopologue Metabolite Data Static Pictures Play Video of Time points/networks MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 14 Qualitative Flux Analysis Experiment: Cancer Cell Line with Enzyme Mutation (IDH2) Goal: Understand impact of mutation on glutamate metabolism Tracer experiment with U-13C-Glutamine (Gln) Monitoring metabolites labeled in green Courtesy of Justin Cross, Donald B. and Catherine C. Marron Cancer Metabolism Center, Memorial Sloan Kettering Cancer Center MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 15 Qualitative Flux Analysis Experiment Targeted Isotopologue Extraction Results MS Spectra Isotopologue Results by Time Point Courtesy of Justin Cross, Donald B. and Catherine C. Marron Cancer Metabolism Center, Memorial Sloan Kettering Cancer Center MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 16 Qualitative Flux Analysis Experiment Quick Summary of Isotopologue Results on Network Abundance Stable Isotope Incorporation Both Abundance and Incorporation • Optional node coloring gives quick summary on network • For this experiment, confirms that 2-HG is produced by the mutant IDH2 enzyme from glutamine via α-KG via the TCA cycle Courtesy of Justin Cross, Donald B. and Catherine C. Marron Cancer Metabolism Center, Memorial Sloan Kettering Cancer Center MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 17 Qualitative Flux Analysis Experiment Optional Detailed Views of Isotopologue Results on Network • Quilt plot displays all time points and isotopologue results • Fractional labeling shows weighted 13C incorporation For this experiment: • Significant label incorporation into M+5 isotopologue of 2-HG • Incorporation occurs after 3 and 8-hours of incubation with U-13CGln • Demonstrates glutamine is the major substrate used to produce 2-HG in IDH2-mutant CS-1 cells. Courtesy of Justin Cross, Donald B. and Catherine C. Marron Cancer Metabolism Center, Memorial Sloan Kettering Cancer Center MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 18 Qualitative Flux Analysis Experiment Optional Detailed Views of Isotopologue Results on Network • Isotopologue results with error bars for standard deviation • Shows cellular glutathione pool becomes labeled with first one and then two Gln-derived 5 carbon building blocks. • Node fill indicates this is a highly abundant metabolite, thus it takes time to impact the total cellular pool Courtesy of Justin Cross, Donald B. and Catherine C. Marron Cancer Metabolism Center, Memorial Sloan Kettering Cancer Center MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 19 Qualitative Flux Analysis Experiment Comprehensive View of Isotopologue Results on Network Courtesy of Justin Cross, Donald B. and Catherine C. Marron Cancer Metabolism Center, Memorial Sloan Kettering Cancer Center MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 20 Agilent Solutions for Metabolomics – A broad family of products (LC/MS, GC/MS and CE/MS) to meet your needs – Agilent TOF technology is most-suited for discovery metabolomics • High mass accuracy and mass stability • Wide dynamic range with good resolution and high isotope ratio fidelity • Highest sensitivity for low level metabolite detection – Profinder is the most advanced software for high quality feature finding – METLIN is the largest commercially available MS/MS library for metabolites – MSC enables identification of MS/MS spectra without library matches – Software designed to analyze metabolomics data – Pathway compound ID mapping using automated Agilent BridgeDB – Ability to visualize metabolomics data in pathways MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 21 Agilent Instrumentation For Metabolomics 5977A GC/MS 7000C GC/QQQ 7100 CE 1260 SFC Hi-DEF Q-TOF 6500 series Q-TOF 6500 series 7200B GC/Q-TOF 1290 Infinity II UHPLC QQQ 6400 Series TOF 6200 series MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 22 Most Extensive Software Portfolio for Metabolomics Data Analysis Find features across many complex data files Align extraction results from many files Analyze extracted data for statistically different features Annotate and identify interesting features Search and map annotated metabolites to find interesting pathways Visualize results on pathways MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 23 Summary • The new Agilent VistaFlux workflow extends metabolomics capability by adding qualitative flux analysis • Researchers will get fast, reliable results that can easily be shared with others through pathway diagrams and videos • VistaFlux is the latest addition to Agilent’s comprehensive metabolomics portfolio of hardware, software, consumables, and support “Profinder allows users fast data mining and isotopologue identification. The ability to frame and visualize flux data in Omix Premium facilitates interpretation across multidisciplinary teams.” - Dr. Pietro Morlacchi, Research Scientist, MD Anderson Cancer Center MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 24 MassHunter VistaFlux For Research Use Only. Not for use in diagnostic procedures. April 29, 2016 25
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