Low lightHigh light High light response in Arabidopsis thaliana 4 days 1100 transcripts change Anthocyanin light response mutant.

Slides:



Advertisements
Similar presentations
Protein Quantitation II: Multiple Reaction Monitoring
Advertisements

Improvements in Mass Spectrometry for Life Science Research – Does Agilent Have the Answer? Ashley Sage PhD.
Welcome! Mass Spectrometry meets Cheminformatics Tobias Kind and Julie Leary UC Davis Course 7: Concepts for LC-MS Class website: CHE Spring 2008.
Advanced Higher Unit 3 Mass Spectrometry. Mass spectrometry can be used to determine the accurate molecular mass and structural features of an organic.
Pesticide screening LC-QTOF, Agilent. National Food Institute, Technical University of Denmark Disposition National Food Institute –EURL –NRL –Personale.
Quantification of low-abundance proteins in complexes and in total cell lysates by mass spectrometry Bastienne Jaccard and Manfredo Quadroni Université.
Proposal for a Standard Representation of the Results of GC-MS Analysis: A Module for ArMet Helen Fuell 1, Manfred Beckmann 2, John Draper 2, Oliver Fiehn.
Previous Lecture: Regression and Correlation
HOW MASS SPECTROMETRY CAN IMPROVE YOUR RESEARCH
Each results report will contain:
Scaffold Download free viewer:
Proteomics Informatics (BMSC-GA 4437) Course Director David Fenyö Contact information
Proteomics Informatics (BMSC-GA 4437) Course Director David Fenyö Contact information
Proteomics Informatics Workshop Part III: Protein Quantitation
Fa 05CSE182 CSE182-L9 Mass Spectrometry Quantitation and other applications.
A highly abbreviated introduction to proteomics
2007 GeneSpring MS GeneSpring for Metabolite BioMarker Analysis using Mass Spectrometry data Agilent Q-TOF VIP Visit Jan 16-17, 2007 Santa Clara, CA Thon.
PROTEIN QUANTIFICATION AND PTM JUN SIN HSS.I. PROJECT 1.
Mass spectrometry session. Summary Fiehn (1) Standardization important Reporting important, but has to be feasible Does not matter which MS instrument.
Mass spectroscopy – learning objectives Outline the early developments in mass spectrometry. Outline the use of mass spectrometry in the determination.
Untargeted Metabolomics: Tandem LC-MSMS. Column and Flow Rate Selection Insert Barnes table for flow rates and sensitivity gain. Reverse Phase and Normal.
Quantification of Membrane and Membrane- Bound Proteins in Normal and Malignant Breast Cancer Cells Isolated from the Same Patient with Primary Breast.
Temple University MASS SPECTROMETRY INTRODUCTION Ilyana Mushaeva and Amber Moscato Department of Electrical and Computer Engineering Temple University.
Finding a Needle in a Haystack: Using High Resolution Mass Spectrometry in Targeted and Non Targeted Searching for Food Contaminants Erik Verschuuren.
Proteomics What is it? How is it done? Are there different kinds? Why would you want to do it (what can it tell you)?
Innovative Paths to Better Medicines Design Considerations in Molecular Biomarker Discovery Studies Doris Damian and Robert McBurney June 6, 2007.
Multiple flavors of mass analyzers Single MS (peptide fingerprinting): Identifies m/z of peptide only Peptide id’d by comparison to database, of predicted.
Isotope Labeled Internal Standards in Skyline
Proteomics Informatics (BMSC-GA 4437) Instructor David Fenyö Contact information
Metabolomics MS and Data Analysis PCB 5530 Tom Niehaus Fall 2015.
Fig. S1 Figure S1. Multiple alignment of the selected OSC sequences from Barbarea vulgaris and Arabidopsis thaliana, using the software Muscle; this alignment.
Oct 2011 SDMBT1 Lecture 11 Some quantitation methods with LC-MS a.ICAT b.iTRAQ c.Proteolytic 18 O labelling d.SILAC e.AQUA f.Label Free quantitation.
Proteomics Informatics (BMSC-GA 4437) Course Directors David Fenyö Kelly Ruggles Beatrix Ueberheide Contact information
LC separation and MS of histone tryptic peptides allow for their post-translational modification quantitation -For most K residues our histone assay, we.
Constructing high resolution consensus spectra for a peptide library
What is proteomics? Richard Mbasu and Ben Richards.
DIA Method Design, Data Acquisition, and Assessment
Protein quantitation I: Overview (Week 5). Fractionation Digestion LC-MS Lysis MS Sample i Protein j Peptide k Proteomic Bioinformatics – Quantitation.
Computational Challenges in Metabolomics (Part 1)
Finding the unexpected in SWATH™ Data Sets – Implications for Protein Quantification Ron Bonner; Stephen Tate; Adam Lau AB SCIEX, 71 Four Valley Drive,
Target Analyses in Parallel Reaction Monitoring Mode (PRM)
Metabolomics Part 2 Mass Spectrometry
Metabolomics Data Analysis
LC-MS/MS Identification of Impurities Present in Synthetic Peptide Drugs Dr Anna Meljon*, Dr Alan Thompson, Dr Osama Chahrour, and Dr John Malone Almac.
Skyline not identifying peptides
C2.8 Instrumental Analysis
Brain Region Mapping Using Global Metabolomics
Bioinformatics Solutions Inc.
Proteomics Informatics David Fenyő
Marcel Zimmermann, Julian D. Hegemann, Xiulan Xie, Mohamed A. Marahiel 
Proteomic Approaches to Cancer Biomarkers
Interpretation of Mass Spectra I
Metabolomics: Preanalytical Variables
A perspective on proteomics in cell biology
An FAD-Dependent Pyridine Nucleotide-Disulfide Oxidoreductase Is Involved in Disulfide Bond Formation in FK228 Anticancer Depsipeptide  Cheng Wang, Shane.
Volume 8, Issue 4, Pages (April 2015)
Instrument: Agilent 6495 QQQ, acquisition software version B
Flavonoid analyses of petal extracts.
Volume 17, Issue 8, Pages (August 2010)
Volume 18, Issue 4, Pages (April 2011)
Volume 95, Issue 3, Pages (August 2008)
Repression of MYBL2 by Both microRNA858a and HY5 Leads to the Activation of Anthocyanin Biosynthetic Pathway in Arabidopsis  Yulong Wang, Yiqing Wang,
Compound is first vaporized and converted into ions, which are then separated and detected. Electron Impact (EI) Mass Spectrometry 1.
Schematic of AIMS-to-MRM experiment.
Microbiome: Metabolomics
Proteomics Informatics David Fenyő
Interpretation of Mass Spectra
Mitochondrial enzymatic activities and root tip respiration in wild type (WT) and mab1-1. Mitochondrial enzymatic activities and root tip respiration in.
Untargeted LC/MS metabolite profiling of DFMO-treated HT-29 colorectal cancer cells. Untargeted LC/MS metabolite profiling of DFMO-treated HT-29 colorectal.
Presentation transcript:

Low lightHigh light High light response in Arabidopsis thaliana 4 days 1100 transcripts change Anthocyanin light response mutant

Mutant characterisation by metabolite profiling Targeted analysis of anthocyanins and other flavonoids (MRM). What else is different? –Run samples (wild type v. mutant HL v. LL) on LC-QToF. –Identify potential compounds in each sample using molecular feature extraction (MFE) in MassHunter: ~3000 “compounds”. –Align features (mass/retention time pairs) across samples (Perera-Yang method). –Statistical analysis to identify differentially expressed features. Check MFE data to confirm. Identify features from accurate mass/isotope abundance and MS/MS spectra. Use m/z, retention time and MS/MS data to set up specific assays by MRM using QQQ.

Total ion chromatograms of 4 samples Extracted ion chromatograms (EIC) from one sample

Molecular feature extraction- identifies “compounds” by amalgamating charge states and adducts with the same chromatographic retention time.

Extracted compounds aligned across samples and compared. Hierarchical clustering compares abundance of compounds in mutant and WT plants grown in low and high light

Extracted compounds aligned across samples and compared. Hierarchical clustering compares abundance of compounds in mutant and WT plants grown in low and high light

Protein abundance – VTC2 precursor ion product ions MLKIKRVPTVVSNYQKDDGAEDPVGCGRNCLGACCLNGARLPLYACKNLVKSGEKLVISHEAIEPPVAFL ESLVLGEWEDRFQRGLFRYDVTACETKVIPGKYGFVAQLNEGRHLKKRPTEFRVDKVLQSFDGSKFNFT KVGQEELLFQFEAGEDAQVQFFPCMPIDPENSPSVVAINVSPIEYGHVLLIPRVLDCLPQRIDHKSLLLAV HMAAEAANPYFRLGYNSLGAFATINHLHFQAYYLAMPFPLEKAPTKKITTTVSGVKISELLSYPVRSLLFE GGSSMQELSDTVSDCCVCLQNNNIPFNILISDCGRQIFLMPQCYAEKQALGEVSPEVLETQVNPAVWEIS GHMVLKRKEDYEGASEDNAWRLLAEASLSEERFKEVTALAFEAIGCSNQEEDLEGTIVHQQNSSGNVN QKSNRTHGGPITNGTAAECLVLQ* counts acquisition time (mins)

6x His TRYPSIN detect by mass spectrometry precursor ions product ions * * * * * * * * * * * *** FRAGMENTATION in vitro translation with labelled amino acid (e.g. 13 C-Leu*) Spike plant extracts with a known quantity of labelled VTC2 Directly compare abundance with VTC2 present in leaf extract Spike plant extracts with multiple biosynthetic proteins – simultaneous quantification Detect mass difference between labelled and unlabelled protein Protein abundance – VTC2