The World of Biomarkers Proteomics: Molecular Dissection Update on collaboration between Cris Dos...
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The World of BiomarkersProteomics: Molecular Dissection
Update on collaboration between
Cris Dos Reemedios
Jenny Van Eyk
Mike Dunn
Chip Petricoin
Goal
To identify and characterize the extensive proteome changes that occur with end-stage heart failure compared to age matched controls.
Two Prong Experimental Strategy
A) In-depth analysis of multiple subproteomes using multiple technologies for maximum coverage
B) High through put validation of in-depth analysis of potential key pathways from previous whole myocardium analysis, literature and new proteomic data- CHIP (eg. myofilament) - reversed arrays (eg. AKT pathway)
Dunn and Van Eyk
Dos Reemedios and Van Eyk
Dos Reemedios, Van Eyk and Petricoin
Correlate to mRNA levelsCorrelate to functional data
Validate potential candidate proteins (and pathways) Carry out further functional analysis of key pathways Develop new hypothesis
1. In-depth analysisa) Optimize (and develop standardized operating procedures) for isolation
for each subproteome.
b) Determine the combination of technology platforms that provides maximum proteome coverage
c) Optimize technologies to minimize technical error.
2. Focused and validation analysisa) Determine proteins of interest and test Ab for specificity
b) Optimize antibody and cellular extract (or subproteomes) concentrations required for the panels
3. Develop data network within and between projects
4. Data-driven hypothesis: determine next phase priorities
Experimental Requirements:
started
started
Establish Experimental Goal
Tissue Sample Preparation
Separation Method(s)
Protein Identification (quantification, characterization)
Subproteome Isolation
Intrinsic Characteristics
Mass (size)pI (charge)
Hydrophobicity (oil/water solubility)Biospecificity (protein interactions)
Validation in Larger Cohort
Image Analysis (quantification)
The Broad-basedProteomic Process
Pam
Pam
Tissue• Whole cell• Cytoplasmic• Myofilament• Mitochondria• Inner mitochondrial • Membrane proteins• Integral membrane• N-linked glyco. • Lipid rafts
Peptide separationShotgun-like (mudpit, 2DLC)
Protein separation• 1DE• 1DLC (reversed phase)
• 2DLC (pI/hydrophobicity)• 2DE (pI/mass)
• 2DLC + whole mass • Isoelectric fractionation + 1DE or 2DE
Quantification• ITRAQ labeling (MS)• O16/O18 labeling (MS)• Densitometry
Broad basedDiscovery
Review Graham et al., J Physiol. 2005
Each proteomic method has limitations in what types of proteins observed and
information obtained
The technical goal is to use correct combination of methods to maximize proteome coverage while balancing
sample requirements, costs and resources
Work Flow
• Myofilament – 2DE, 1DLC
• Soluble – isoelectric fractionation + 2DE, 2DLC
• Mitochondria – 1DLC, 2DLC, 2DE
• Membrane protein – 1DLC, 2DLC
• N-linked glyco – pull down and 1DLC
• Myofilament – 2DE, 1DLC
• Soluble – isoelectric fractionation + 2DE, 2DLC
• Mitochondria – 1DLC, 2DLC, 2DE
• Membrane protein – 1DLC, 2DLC
• N-linked glyco – pull down and 1DLC
98 of 200 protein spots identified: 79 non-redundant20 proteins with PTM (pI shifts)
MW
Inner mitochondrial subproteome (IMM)
79 non-redundant with 20 PTM proteins (pI shifts) including novel phosphorylation of beta and alpha ATP synthase
pH 4-7 pH 6-11
Beckman 2DLC intact protein separation pI and hydrophobicity
Minutes
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8.5UV-1SMP-3.0mg-020304
Minutes
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First dimension Second dimension F2
Image analysis (developed Ludesi and JVE)
Dried down, neutralize and enzymatic digest
ESI MS MS (± quantification)
3 mg of IMM224 proteins identified(146 non-redundant)
Kratos Axima CFR
Comet macromizer™
500 kDa0 20 kDa 100 kDa
Tracking all three intrinsic protein properties – pI, hydrophobicity coupled with whole mass MALDI-TOF MS
Two instruments to expand mass range
Stanley et al., Biomarkers 2005Bob Cotter, JHU
10 30 50 70 90 mass (kDa)
AXIMA MALDI TOF
Macromizer MALDI TOF
Protein Theoretical mass pI
Nuclease sensitive element binding protein 1 35,822 9.98
Endothelial differentiation-related factor 1 16,359 9.99
Ribosomal protein L38 8,213 10.10
Little protein overlap between three protein separation methods (total 401 proteins in IMM – 50 novel)
17
Multiple technologies increases proteome coverage and allows isoform and PTM determination
Validation and Focused approach
i) Reversed arrays (proposed project)
Spot whole tissue and various subproteomes onto slide
Probe with Ab to protein and the phospho-protein
Very powerful for signaling systems already established for JUNK, ERK, AKT in other cell types
NucleusMitochondriaSoluble extract
Anti-AKT Ab Anti–phospho-AKT Ab
NORMAL
HF
ii) CHIP nano-western blots By Shimadzu and Proteome Systems
Multiple western blots simultaneously (pL droplets)
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Myofilament CHIP: Myosin, hUNC, phospho-hUNC, MBPC, phospho-MBPC, desmin, phospho-desmin, cTnT, phospho-
cTnT, cTnI, PKA phospho-cTnI,
compared with a generic phospho-AB
anti-ATPase α Ab
Next StepsA) Single site sample preparation for broad based and focused
approaches
B) Broad based analysisi. Dunn – cytoplasmic analysis, myofilamentii. Van Eyk – mitochondria, membrane protein
C) Validationsi. Group - Selection of key candidate proteins from previous proteomic
and genomic workii. Dos Reemedios (Rodney) – test Abs for cardiac specificity and develop
panelsiii. Van Eyk/Dos Reemedios - analysis by CHIP (hUNC, CHIP, myosin,
TnT ± PO4--2 , TnI± PO4-
-2, MBPC ± PO4--2
D) Signaling pathwaysi. Petricoin/Dos Reemedios – reversed arrays for signaling pathway
activation (selected pathways)
D) Build up accessible data base linking genomic, proteomic and functional data
Note: an overlapping study could be carried out focused on the molecular changes due to aging.
A huge thanks to Chris and his group for theseRemarkable and priceless samples.
A true visionary