pPt

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Protein structure in molecular
systems biology
Dr DAVID SHEEHAN,
PROTEOMICS RESEARCH GROUP,
DEPT. BIOCHEMISTRY,
UNIVERSITY COLLEGE CORK,
IRELAND
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
THE ECOTOXICOLOGY TRIANGLE
POLLUTANTS
TOXICOLOGY
BIOTRANSFORMATION
BIOCONCENTRATION
BIOTA
SPECIATION
DISTRIBUTION
SEASONALITY
CLIMATE
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
ENVIRONMENT
SENTINEL SPECIES IN
ECOTOXICOLOGY
• CHOSEN AS REPORTERS OF STATUS
• ROBUST
• EASILY-RECOGNISED
• ABUNDANT
• SESSILE RATHER THAN MOBILE
• WIDE GEOGRAPHICAL
DISTRIBUTION
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
SENTINELS - ADVANTAGES
• HISTORY OF USE
• MULTI-ORGAN MODEL SYSTEMS
• PREDICT FOR TOXICITY IN HUMANS
• OFTEN BIOCONCENTRATE
POLLUTANTS
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
SENTINELS - DISADVANTAGES
• MAY HAVE UNIQUE UPTAKE
CHARACTERISTICS
• MUCH SIMPLER SYSTEMS THAN
MAMMALS
• POORLY-REPRESENTED IN
SEQUENCE D-BASES
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
MUSSELS – GENUS MYTILUS
•
•
•
•
•
•
•
FILTER FEEDERS
SESSILE
ABUNDANT
WIDELY-DISTRIBUTED
RESILIENT TO POLLUTION
HISTORY OF USE
“MUSSELWATCH” PROGRAMMES
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
SYSTEMS BIOLOGY
PROTEIN-PROTEIN
INTERACTIONS
PROTEOME
METABOLOME
DNA
mRNA
PROTEIN
TRANSCRIPTOME
GENOME
METABOLITES
GLYCOPROTEOME
MODIFIED
PROTEINS
PHOSPHOPROTEOME
REDOX PROTEOME
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
MYTILUS IS POORLY-REPRESENTED
IN D-BASES
NUMBER OF
ENTRIES (NCBI)
MYTILUS
MOUSE
GENES
~ 30,000
33,000
EST
29,102
926,165
PROTEIN
SEQ.S
1,768
139,018
STRUCTURE
(PDB)
9
1,262
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
Beta-1,4-D-Endoglucanase Cel45a From Blue Mussel Mytilus Edulis
X-Ray Structure Of Beta-Mannanase From Blue Mussel Mytilus Edulis
Crystal Structure Of Phosphoenolpyruvate Mutase – 6 str.s
Mediterranean Mussel Defensin Mgd-1
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
SOME IMPLICATIONS OF POOR D-BASE
REPRESENTION
• SPOT-MATCHING FOR MS IS
DIFFICULT
• LACK OF STRUCTURAL KNOWLEDGE
THROUGH PROTEIN HIERARCHY
• DIFFICULT TO LOCATE PROTEIN
MODIFICATIONS (e.g. OXIDATION)
• PROTEIN-PROTEIN INTERACTION?
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
OVERVIEW OF THIS
PRESENTATION
• SEQUENCE-INDEPENDENT PROBES
FOR REDOX LESIONS IN PROTEINS
• SEQUENCE SIMILARITY IN SPOT
MATCHING
• USE OF ON-LINE HOMOLOGY MODELS
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
SEQUENCE-INDEPENDENT
PROBES FOR REDOX
LESIONS IN PROTEINS
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
Oxidative stress
GSH
CAT SOD
GPX
H202
ANTIOXIDANT
O2 +
.O - OH2
.OOR .
OH
DEFENCE
ROS
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
PROTEIN EXPRESSION SIGNATURE APPROACH
3
pH
IMAGE
ANALYSIS
SOFTWARE
10
70 kDa
Mr
UP-REGULATED
17 kDa
NO CHANGE
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 25DOWN-REGULATED
27th 2007
PROTEIN OXIDATION
COMPLICATES THE PROTEOME
• PROTEINS ABSORB ~ 70% OF ROS
• CARBONYLATION (R →
ALDEHYDE/KETONE)
• UBIQUITINATION
• NITROSYLATION
• CYS OXIDATION ….
Dowling & Sheehan D. (2006) Proteomics 6, 55975604.
Sheehan D. (2006) Biochemical and Biophysical
Research Communications 349, 455-462.
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
4
66
pI
7
1
4
pI
7
2
45
31
21.5
3
4
66
45
31
21.5
C = O + HYDRAZINE - DNP
Blot Name
(Anti-DNP)
Spot
s
Matc
hed
Matc
h
Rate
*Menadione
Gill
33
33
100%
Control Gill
16
13
81%
H2O2 Gill
64
28
40%
CdCl2 Gill
37
25
67%
ANTI-DNP
HYDRAZONE - DNP
BLOT
PROTEIN CARBONYLATION:ANIMALS
EXPOSED TO PRO-OXIDANTS
MYTILUS EDULIS 2-D CARBONYLS
__________________________
McDonagh & Sheehan, 2006
Aquat. Toxicol. 79, 325-333
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
REDOX LESIONS:
UBIQUITINYLATION
__________________________
McDonagh & Sheehan, 2006
Aquat. Toxicol. 79, 325-333
Ub
ANTI-Ub
Ub
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
Ub
Ub
BLOT
REDOX LESIONS: NITROSOTHIOLS
AND THE BIOTIN SWITCH ASSAY
• NITROSOTHIOLS ARE REDUCED BY ASCORBIC ACID BUT
DISULPHIDES ARE NOT – SPONTANEOUSLY HYPERTENSIVE
RAT KIDNEY MEDULLA
SS
SNO
ASCORBIC ACID
SS
STREPTAVIDIN
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
SH
SS
NEM - BIOTIN
S-NEM-BIOTIN
REDOX LESIONS: SULPHENIC ACID (SOH)
PROTEINS
PROTEIN
EXTRACT
SH
SOH
SH
NEM - BIOTIN
ARSENITE
SOH
NEM
-S – S-
S-NEM
S-NEM
-S – S-
-S – SDTT
SOH
S-NEM
-SH
SH-
2D LC-TANDEM MS
ATS
SH-
IDENTIFICATION
-SH
2DE
. . .
. .
IMAGE ANALYSIS
AFFINITY
SELECTION
SOH
S-NEM
FLOW-THROUGH
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
TOXICOLOGY OF NANOPARTICLES IN
E. COLI – GOLD AS ANTIOXIDANT
-SH- IODOACETAMIDE
FLUORESCEIN
PROTEIN
MENADIONE
GOLD
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
CONTROL
REDOX LESIONS: NITROSOTYROSINES
SS YNO
ANTI -3NITROTYROSINE
SS YNO
LC-TANDEM MS
Tyther et al., 2007 Proteomics –
Clinical Applications. IN PRESS
IDENTIFIED 22 PROTEINS
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
SEQUENCE SIMILARITY IN
SPOT MATCHING
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
Cork harbour
PROTEINS
7 days
O
CH 3
DISSECT
GILL
O
24 hr
+/- 1 mM
menadione
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
ON OXIDATION….
-SH + IAF
 -S-IAF
A
-SH “DISAPPEAR”
PDI
hsp
gp96
45 kDa
hmb
calreticulin
Protease
Serine 1
B
-S-S “APPEAR”
PDI
beta
alpha 2
tubulin tubulin
45 kDa
gelsolin
enolase
GDP diss.
inhibitor
GST Pi
RNA binding protein
transferrn
Control
Menadione
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
SPOT IDENTIFICATION
TRYPTIC
DIGEST
MS 1
HPLC
PROTEIN
SPOT ID.
PEPTIDES
PEPTIDE
MS 2
TANDEM MS (i.e. MS/MS)
1 m/z
SCREEN SEQ
D-BASES
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
FRAGMENT
n m/z
AMINO ACID
SEQUENCE
Spot no.
Protein Name
Species
Function
MOWSE
1
Heat shock protein gp96
Strongylocentrotus purpuratus (Sea
Squirt)
Chaperone
260
2
PDI
Conus marmoreus(Cone Snail)
Protein folding
149
3
Calreticulin
Meloidogyne incognita (cotton root-knot
nematode)
Binds misfolded proteins
69
4
Heavy metal binding
protein
M. edulis (Blue mussel)
Heavy metal binding
227
5
Heavy metal binding
protein
M. edulis
Heavy metal binding
297
6
Heavy metal binding
protein
M. edulis
Heavy metal binding
319
7*
Unamed
Tetraodon nigroviridis (pufferfish)
8
No identification
9*
Protease serine 1
Mus musculus (Mouse)
McDonagh & Sheehan, 2007,
Proteomics, 7, 3395-3403
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
34
Cell control
31
USE OF ON-LINE
HOMOLOGY MODELS
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
PROCEDURE FOR HOMOLOGY
MODELLING
TARGET
SEQUENCE
TEMPLATE
STRUCTURE
SCRs
IDENTIFY STRUCTURALLY
CONSERVED REGIONS
LOOPS
CREATE DATABASE OF LOOPS
FROM ELSEWHERE IN PDB
ENERGY MINIMISE
HOMOLOGY
MODEL
McKim Conference
on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
ON-LINE HOMOLOGY MODELLING WITH
Geno3D
COMBET et al., “Geno3D an automated protein modelling web server,
BIOINFORMATICS, 2002, 18, 213-214 http://pbil.ibcp.fr/htm/
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
ON-LINE HOMOLOGY
MODELLING WITH Geno3D
• START AT PROTEIN SEQUENCE DATABASE
• AMINO ACID SEQUENCE IS INPUT FOR ON-LINE
HOMOLOGY MODELING PROGRAM e.g. GENO3D.
• SELECT TEMPLATE
(PSI-BLAST)
• RESULTS SENT
VIA e-MAIL.
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
CATALASE FROM M. Californianus
TEMPLATE: HUMAN
ERYTHROCYTE CATALASE
PDB 1F4J
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
CATALASE FROM M. Californianus
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
MODEL
QUALITY
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
STRUCTURAL
ANALYSIS
MAIN CHAIN PARAMETERS ARE
COMPARED TO A STRUCTURE
OF 2Å RESOLUTION
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
ROOT MEAN SQUARE DEVIATION
a-Cs
TEMPLATE
x1
x2
x4
x3
x5
X6 ..
RMSD =
MODEL
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
 x2
n
PROTEIN
(% Id)
TARGET
(ACCESSION )
TEMPLATE
(PDB ID)
RMSD
(Å) (% Id)
RAMACHANDRAN
(% DISALLOWED)
MODEL
HISTONE H3
AAP94664
1KX5
6.86 (98.5)
4.2
CYT. C
OXIDASE
AAT98405
1V54
11.01 (58.4)
1.1
TROPOMYOSIN
BAA19209
2TMA
23.94 (50.9)
6.1
RMSD IS ONLY
LOOSELY RELATED
TO % SEQ. ID.
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
RAMACHANDRAN
ANALYSIS
AMIDE
PLANE
C PHI
PSI N
SER
ARG
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
LACTOPEROXIDASE: OVERLAY OF
MODEL ON TEMPLATE (PyMOL)
MODEL
TEMPLATE
MOVIE!!
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
OTHER MODELS
METHIONINE
ADENOSYLMETHYL
TRANSFERASE
LYSOZYME
P-GLYCO
PROTEIN
CYTOCHROME C
OXIDASE
MDR
ASSOC.D
PROTEIN
SUPEROXIDE
DISMUTASE
McKim Conference on Predictive
PHOSPHOFRUCTOKINASE
Toxicology, Duluth MN, Sept. 2527th 2007
HEAVY
METAL
B.P.
P-450
CYP4Y1
TWITCHIN
RELEVANCE OF HOMOLOGY MODELS
• SIGNAL TRANSDUCTION ->
“NETWORKS OF PROTEINS”
• GUIDE FOR STRUCTURE-FUNCTION
• MODEL SOLVENT ACCESSIBILITY
• PROTEIN-PROTEIN INTERACTIONS
• CAVEATS!!
– MODELS ARE NOT STRUCTURES
– SIDE-CHAINS
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
CONCLUSIONS
• PROTEIN MODIFICATIONS NEED TO
BE MODELLED
• MORE SEQUENCE DATA ARE
REQUIRED FOR NON-STANDARD
SPECIES
• THREE-DIMENSIONAL MODELS ARE
POSSIBLE WHERE 3D STRUCTURE
ARE LACKING
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
FUNDING/ACKNOWLEDGEMENTS
• Prog. Res. Third Level Institutions;
•
IRCSET; EPA; Health Research Board
Collaborators: Dr Tim Veenstra (NCI, NIH);
Drs Ian Davidson, Phil Cash (Aberdeen);
Prof Maria Bebiano (Faro)
• Drs. Vera Dowling, Brian McDonagh, Ray Tyther
• Sara Tedesco, Ebenezer Kanagaraj, Hu Wentao
McKim Conference on Predictive
Toxicology, Duluth MN, Sept. 2527th 2007
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