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Mass Spectrometry in the UVa Core

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Bioinformatics. New Instruments. Thermo Electron LTQFT. 400K resolution, 0.5-3ppm ... Trained in bioinformatics. Upgrading all systems. GenoLogics Proteus LIMS ... – PowerPoint PPT presentation

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Title: Mass Spectrometry in the UVa Core


1
Mass Spectrometry in the UVa Core
Nicholas E. Sherman, Ph.D. Research Associate
Professor of Microbiology Director W.M. Keck
Biomedical Mass Spectrometry Lab nes3f_at_virginia.ed
u
  • December 12th 2006
  • Charlottesville, VA

2
Highlights of the UVa MS Core
  • New instrumentation
  • Varied sample formats
  • Quantification services
  • PTM analysis
  • Bioinformatics

3
New Instruments
  • Thermo Electron LTQFT
  • 400K resolution, 0.5-3ppm mass accuracy
  • Hybrid features allow MS and MS/MS at same time
  • Addition of ECD fragmentation
  • Applied Biosystems QSTAR Elite
  • 20K resolution, 10-20ppm mass accuracy
  • Different fragmentation patterns from ion traps
  • Resolution and mass accuracy in MS/MS
  • Thermo Electron LTQ
  • Addition of ETD fragmentation

4
Sample Types
  • Gels
  • Solutions LC, affinity, IP, etc.
  • Tissue
  • Media

5
Tissue Samples
  • Extensive gene expression profiling of 80
    tobacco-associated squamous carcinomas of the
    lung and head neck has yielded a potential
    biomarker (C. Moskaluk)
  • Objective Extend this work to protein analysis
    to
  • Validate candidate biomarker
  • Discover new biomarker proteins
  • Develop new methods applicable to other research
  • Tissue Analysis Strategy
  • Take advantage of large repository of archived
    tissue specimens
  • Need a to extract proteins from formalin-fixed
    paraffin-embedded (FFPE) samples
  • Initial Approach
  • Laser capture microdissection of frozen and FFPE
    specimens
  • Protein extraction and digestion using EPI kit
  • LC/MS/MS sample analysis
  • MS data analysis

6
LCM Results
Initial Results (30K cell LCM preps)
Scaffold analysis of LC/MS-MS (LTQ-FT) data
acquired from initial FFPE and FR tissue samples
7
Media Cross-talk in Invasive Melanoma
  • Previously explored effect of co-culture of
    invasive/metastatic and non-invasive/non-metastat
    ic melanoma cell lines with stromal fibroblasts
    using gene expression analysis with microarrays
  • It was found that there is a significant
    pro-invasive effect of invasive/metastatic
    melanoma cell lines on fibroblast gene expression
    which was confirmed in invasive human melanoma
  • One question is what factors from the melanoma
    signal the stromal fibroblasts to alter their
    gene expression profiles?

8
Gene Expression Profile
9
Protein Profiling in Media
10
Quantification Strategies
  • Chemical
  • Labeling never complete / interferences
  • Compares only 2-8 samples
  • SILAC
  • Must be able to grow cells
  • Compares 2 or 3 samples
  • Ion Current
  • No labeling of any kind
  • Normalization issues
  • Can compare many experiments and compounds

11
Chemical Labeling
  • Chemical modification to amino acid(s) generally
    after digestion
  • Most labels differ by 3-10Da in mass
  • Deuterium does not co-elute
  • C13/N15 does
  • Examples include methyl esters, ICAT, ITRAQ

12
Chemical Labeling Example(ITRAQ)
MS/MS!
13
Quantitation by Ion Current
  • 2 separate LC/MS runs are compared
  • Matching/loading issues present
  • Standards needed (internal or external)
  • Robust because no labeling and many samples and
    experimental conditions can be compared
  • See everything in the sample not just what gets
    labeled

14
SILAC
  • Stable isotopes incorporated during cell growth
  • Lys (8 Da) and Arg (10 Da)
  • Condition 1 (light) and condition 2 (heavy) then
    mix equal amounts and digest
  • Ratios reflect relative abundances

15
SILAC Example
16
How do you know its a binding partner?
  • Heavy cells contain tagged bait
  • Light cells no bait
  • Pre-bind affinity column with light extract
  • Add heavy extract
  • Affinity purify bait
  • Heavy ratio indicates specific binder and light
    ratio indicates non-specific binder

17
Binding Partners
  • Cortactin 0.051 LH (Bait)
  • ARP3 0.211 LH
  • AR20 0.301 LH
  • Actin 0.311 LH
  • Other set predominately light
  • List of new proteins predominately heavy New
    Binding Partners

18
Post-translational ModificationsPTMs
  • Glycosylation
  • Phosphorylation
  • Acetylation/Methylation
  • Ubiquitination
  • Sumoylation
  • Lipidation aliphatics, isoprenyls, GPIs
  • Nitration
  • Sulphation

19
Broad Keys to PTM Success
  • Resolution
  • What overlaps?
  • Mass Accuracy
  • Correct searches?
  • Dynamic Range
  • lt0.1 found?

20
Examples of PTM Analysis
  • Ubiquitination studies
  • Phosphorylation studies

21
Ubiquitination
  • Cell cycle regulators need to be degraded
  • Cycle must progress in one direction
  • How? Ubiquitination (phosphorylation)
  • 68 SCF ligases in humans
  • Each ligase complex has a different F-box subunit
  • ßTrcp (Fbw1 or Fbw11)

22
General Method
  • HA tagged ßTrcp expressed in HEK293T
  • Also expressing FLAG tagged ubiquitin
  • Pull down HA
  • Take eluate and pull down FLAG
  • Elute for MS

23
Proteins Found
  • Baits
  • ßTrcp and Ubiquitin
  • SCF subunits
  • Cul1 and Skp1
  • Known substrates
  • ß-catenin, Cdc25A, Wee1, HNRPu
  • Potential substrates
  • Claspin
  • PDCD4

24
Claspin Termination of the DNA Replication
Checkpoint
25
Claspin Chk1 Cdk1
APC/C
Molecular Cell. 2006. 23319-29.
26
PDCD4 Protein Synthesis and Cell Growth
Science. 2006. 314467-471.
27
Phosphorylation
  • Cell signaling control
  • CDKs - family of protein kinases
  • Associate with cyclins
  • Control of cell cycle and proliferation
  • Phosphorylation in activation loop required

28
General Method
  • GST- or His-CDK2 expressed in E. coli
  • Pull down performed
  • Eluate run on 1D gel
  • Band cut for MS analysis
  • Any phosphorylation in a bacterial system???

29
PO4 Sites Found
  • 1 Ser, 1 Tyr and 1 Thr found phosphorylated
  • Levels estimated at the 0.1-2 level
  • Thr is the catalytic Thr160 site

30
Autocatalytic Phosphorylation of CDK2
JBC. 2006. Submitted.
31
Bioinformatics
  • Jeff Chen, Ph.D. and post-doc added to core
  • Trained in bioinformatics
  • Upgrading all systems
  • GenoLogics Proteus LIMS
  • Automated data and data analysis capture
  • Sample tracking, status, etc
  • Investigator access
  • Links to data generated at EVMS and GMU MS labs
  • Expanding later into other information links
  • Scaffold Data System
  • Unified system for data analysis and display
  • Core collaborates on new features
  • Free viewer for investigators
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