p7 folding and its interaction with amantadine chee foong chew structural bioinformatics &...

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p7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry, University of Oxford

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Page 1: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

p7 folding and its interaction with amantadine

Chee Foong Chew

Structural Bioinformatics & Computational Biochemistry Unit

Department of Biochemistry, University of Oxford

Page 2: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

The HCV life cycle

Adapted from www.tibotec.com

Page 3: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

The HCV life cycle

p7 monomer

TM1 TM2

cytosol

lumen

Hexamer?

Heptamer?

Page 4: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

What is Molecular Dynamics?

• Describe the forces on all atoms: – bonded (bonds, angles,

dihedrals)– non-bonded (van der

Waals, electrostatics)• Describe the initial

atom positions:• Integrate: F = ma (a few

million times…)• Result: positions and

energies of all atoms during a few microseconds

Page 5: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

• Bond & Sansom, J. Am. Chem. Soc. (2006) in press.

• Main chain particle (1 per residue)• Protein-optimised bond lengths &

angles, particle type defined by H-bonds - N0/Nd/Nda

• Weak harmonic distance restraints between H-bonded atoms (0.4-0.6 nm for -strand, 0.55-0.65 nm for -helix)

• Bond & Sansom, J. Am. Chem. Soc. (2006).

• Side chain particle (1-2 per residue)• Summary:► Ala/Leu/Ile/Val/Pro=C; Ser/Thr=P► Cys/Met=N0, Asn/Gln=Nda ► Asp/Glu=Qa, Lys/Arg=C+Qd► Phe=C+C, Tyr=C+Nd, Trp=Nd+C,

His=C+Nda

water

+ve ion

-ve ion

Adapting Lipid CG Model for Proteins• Marrink et al, J. Phys. Chem. B (2004)

108, 750.• ~4:1 heavy atom:particle mapping, 4

particle types – polar (P), mixed (N), hydrophobic (C) & charged (Q).

• Weak bonds/angles. Shifted Coulomb potential, dielectric (=20) for Q.

• Particles interact via shifted LJ potential (5 levels), tuning for H-bonds

lipid

P

Q+

Q-

C

N

Q

Page 6: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

PC-rich lipid mixture

PE-rich lipid mixture

0 ns

0 ns

2 ns

2 ns

10 ns

10 ns

Results

Page 7: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Prediction via CG Simulations: p7

• CG simulations of folding & insertion of 2 helix model into a bilayer• All simulations 5 x 2 µs• 2 TM helix hairpin in POPE rich bilayers & in DPC micelles• Incomplete insertion of 2nd helix in DOPC rich bilayers

P7 in POPE:POPC 4:1bilayerp7 in POPE:DOPC ( 4:1 ) bilayer p7 in POPE:DOPC ( 1: 4 ) bilayer

Page 8: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

PE-rich bilayer

Changing the lipid environment alters the electrophysiological behaviour of p7

PC-rich bilayer

Page 9: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

PE rich vs PC rich environments: Synchrotron CD

p7 in different lipid environments

-40

-20

0

20

40

60

80

100

190 200 210 220 230 240 250 260

wavelength (nm)

MR

E

• p7 in TFE: 82% -helical, 3% strand, 7% turns, 6% unordered

• p7 in POPE:DOPC (4:1): 76% -helical, 2% strand, 11% turns, 11% unordered

• p7 in DOPC:POPE (4:1): Similarity to NB-influenza

Page 10: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

p7(a)

PC rich

PE rich

Griffin et al

p7(b)

Simulation studies

p7 folding model

NN N

N N

C

C

C

C

C

Page 11: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

X 6

pore

X 6

pore

(a)

(b)

p7 oligomer ???

N C

N

C

Page 12: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

AmantadineNH3+

• oldest drug on the market to treat flu• “Channel blocker” for M2, p7, NMDA receptors• anticholinergic (side effects – anxiety, insomnia, difficulties in concentrating)• on-going clinical trials on Hepatits C virus (Triple cocktail- interferon,ribivirin,amantadine)

Page 13: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Amantadine and lipids

• Neutron and X-ray scattering suggest interfacial location

• EPR data (but spin label almost the same size as amantadine itself)

• NMR (using fast-tumbling bicelles)– But quantified distribution of amantadine in the bilayer difficult

• Uneven distribution of lipid protons• Overlapping methylene resonances• Use of diffusion coefficients to determine Kp

Page 14: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

How does amantadine block channel?

• Cork in the bottle

• From the interface

• Does it interact with the individual monomer?

Page 15: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

PMF and Umbrella Sampling

levelsall

i B

i

Tk

UQ

_

1

exp

Ui = internal energykB = Boltzmann constantT = temperature

PVQTkG B ln

PMF utilize the partition coefficient relationship to obtain the Gibbs free energy:-

Thus sampling of high energy states is important – but this is difficult in normal simulations so we add a restraint which is corrected post-simulation. Method originally proposed by Torrie and Valleau (1977):-

WBN

wBNN

TkrW

TkrWrAA

/exp

/exp

Page 16: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

How does amantadine interact with the lipid?

1. How and where does amantadine interact with the bilayer?

2. How does amantadine permeate through the lipid bilayer?

• POPC bilayer

• Restrain at 0.05Å windows – needed to ensure adequate sampling of high energy positions (states)

• Equilibrate for 200 ps at each step

• Production of 1 ns per step

• Use WHAM to move back to Boltzmann

Calculate the potential of mean force (PMF) to obtain G as function of a reaction coordinate (in our case the bilayer normal) using umbrella sampling

Page 17: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Permeation of amantadine

Yellow=phosphateGreen=headgroup carbonRed=oxygenBlue=nitrogenGrey=lipid tailsCyan=amantadine carbonWhite=hydrogen

Page 18: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Interaction with the membrane

Page 19: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

G of amantadine in POPC bilayer

Page 20: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Agreement with NMR data…

zData from interfacially located windows (ie where G is at its minimum)

• Amantadine preferentially occupies the interfacial region • Is there a preferred orientation?• Recent NMR value is quoted at 30 (Tim Cross’s group)

Page 21: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Water Permeation

• Passage of amantadine accompanied by water wires• Waters quickly return back to interface after wire breaks.

Page 22: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Amantadine-Lipid Interactions• How does the ammonium group interact with the lipid headgroups?

Lipid coreinterface

Page 23: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Lipid Packing

Page 24: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Protonation State of Amantadine

• Does it cost more free energy to deprotonate and transport that across the membrane than the energy required for the charged species?

• Experimental pKa is 10.68 = G of +15 kcal/mol.• Barrier at centre of bilayer is removed

• Recall that protonated amantadine has barrier of 16.05 kcal/mol.

• Ie. Thermodynamically comparable.

Deprotonated amantadine at 310K

Page 25: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Change in pKa• Can use difference in PMFs (protonated versus deprotonated) to work out the

change in pKa.

-2

-2

-1

-1

0

1

1

2

2

-4 -3 -2 -1 0 1 2 3 4

Z coordinate /nm

Ch

ang

e in

pH

un

its

Page 26: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Summary

• Summary– Channel blocker or channel structure modifier?

– Water plays a significant role in the local microstructure around amantadine.

– Transport across the membrane would involve large free energies comparable to that required for deprotonation. Large deformation of the lipid membrane possible though.

Page 27: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Improvements…

• Application of transmembrane potential

• Coarse-grained PMF of amantadine

• More than one amantadine molecule – are the effects additive?

• Effect of size of bilayer on PMF

• Polarizable force-fields

Page 28: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Residues critical for infectivity

Page 29: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

V command voltage

current measurement

cis trans

• Establishment of a bilayer membrane

• Incorporation of synthetic p7 peptide (J. Scheinost, J. Offer, P. Wentworth)

• Application of a command voltage

Electrophysiology experiments

Page 30: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

N

C C

N

Coming soon…..

Which and if any of these give rise to ion channel recordings?

Page 31: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Acknowledgements

• All members of the Structural Bioinformatics Computational Biochemistry Unit, University of Oxford especially Prof Mark Sansom, Dr Philip Biggin,Dr Pete Bond, Chze Ling Wee, Ranjit Vijayan, Dr Kia Balali Mood.

• Dr Nicole Zitzmann, Thomas Whitfield from Antiviral Drug Discovery Unit, University of Oxford.

• The Wellcome Trust

Page 32: P7 folding and its interaction with amantadine Chee Foong Chew Structural Bioinformatics & Computational Biochemistry Unit Department of Biochemistry,

Email: [email protected]