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Unravelling the nuclear pore complex Ian Ford + Department of Physics and Astronomy and London Centre for Nanotechnology University College London, UK also the Thomas Young Centre! Osmanović et al PRE 85 (2012) 061917 Dino Osmanović, Tony Harker, Aizhan Bestembayeva, Bart Hoogenboom (UCL P&A/LCN) Ariberto Fassati (UCL Virology) Armin Kramer, Ivan Leshkovich (Univ Münster)

Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

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Page 1: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Unravelling the nuclear

pore complex

Ian Ford +

Department of Physics and Astronomy and

London Centre for Nanotechnology

University College London, UK

also the Thomas Young Centre!

Osmanović et al PRE 85 (2012) 061917

Dino Osmanović, Tony Harker, Aizhan

Bestembayeva, Bart Hoogenboom

(UCL P&A/LCN)

Ariberto Fassati (UCL Virology)

Armin Kramer, Ivan Leshkovich

(Univ Münster)

Page 2: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Summary

• The nuclear pore complex

• Some statistical physics of tethered polymers

– Monte Carlo

– Free energy density functional theory

• Bimodal behaviour: an open and shut case!

• How nuclear transport receptors (importins)

might unlock the pore

Page 3: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

The nuclear pore complex (NPC)

Page 4: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

A can (or better, a pipe) of worms

~100 polymers

(nucleoporins, nups) of

length ~100 nm

Page 5: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Nuclear transport receptors import proteins

through the NPC

Page 6: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Electron

micrograph of

baculovirus

entering the

cytoplasm

Some viruses have learnt to perform this trick too

Page 7: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Probing the NPC with an AFM

Kramer et al,

in preparation

Page 8: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

How does it work?

• Certain proteins as big as the

channel can get through

• Others are excluded

• Do proteins squeeze through gaps?

• Or is the portcullis raised?

• Can we exploit this for other purposes?

Page 9: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Do proteins dissolve into the nup nanospaghetti?

Page 10: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Or is the nanospaghetti naturally clumpy?

Page 11: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Monte Carlo simulations of tethered freely

jointed chains

Page 12: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Monte Carlo snapshots

Repulsive (2-d) polymers fill the pore

Attractive (3-d) polymers clump at the wall

Page 13: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

One clump or two?

Page 14: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Let’s do mean field free energy density

functional theory of tethered polymers!

• Monte Carlo too slow

• Gives little idea about relative stability of clumpy

structures

• DFT provides equilibrium average profiles and

free energies

• We develop a perturbative free energy functional,

using a freely jointed chain reference model

Page 15: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Density Functional Theory of tethered polymers

• Represent the system not as polymer configurations,

but through a mean monomer density

• Construct a free energy functional of the monomer

(bead) density.

r

z

Page 16: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

The detail:

constrains the length of bonds

d

Page 17: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Introduce a mean field )()( rr kTwV

In DFT we seek a representation of in terms of the bead density )(r

10 HHH

010 HFFF m

mF

Bogoliubov approximation

Page 18: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

• Green’s function of a related diffusion equation

• s is the polymer length; acts like a time. Edwards (1965).

: Freely jointed chain in a mean field

• Polymer configuration is a

realisation of a random

walk in 3-d.

b

0rr

w0H

Page 19: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

The reference model free energy

• is a functional of the mean field potential

• requires a numerical solution for Green’s function

• gives a bead density:

)/exp( 0 kTF

0F

Page 20: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Bead density profile:

for an external mean field that favours the wall

Page 21: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Add the effect of self-interactions:

and we have ourselves a free energy functional

m

Page 22: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

How to choose the mean field?

• Optimise the Bogoliubov approximation

by minimising the DFT free energy over the mean

field

Euler-Lagrange equation for optimal mean field

• Iterate mean field and density to convergence

Page 23: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Bimodality of profiles

Page 24: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

To clump or not to clump

Page 25: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Compatibility between MC and DFT profiles

Page 26: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Peleg et al (2011) Monte Carlo study

Page 27: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

[n

m]

Page 28: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Open or shut case?

Strength of

attraction

Range of

attraction

Page 29: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Longer polymers condense centrally at a

lower stickiness

constant

central

wall

Page 30: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Stiffness

Page 31: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Indentation stiffness map:

evidence for central condensation

Page 32: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy
Page 33: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Bathe in nuclear transport receptors:

What does this mean?

Page 34: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Represent nuclear transport

receptors as large beads:

Importin-

Monte Carlo DFT using polymer functional plus

the free energy of attractive hard

spheres

Page 35: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Importin fluid modelled by Fundamental

Measure Theory

8 nm diameter

spheres in a 50 nm

diameter cylinder

MC FMT

MC red

DFT black

Page 36: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Str

en

gth

of im

po

rtin

-nu

p a

ttra

ctio

nchemical potential of importin

Mean number of

importins in the

NPC

kTpp 05.0

Page 37: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

kTpp 1.0

Str

en

gth

of im

po

rtin

-nu

p a

ttra

ctio

n

Page 38: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

semi-grand

potential

Strength of importin-nup

attraction

Page 39: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Cargo penetration: free energy surface

axial position

free energy

Page 40: Unravelling the nuclear pore complexucapijf/presentations/Leeds talk.pdf · •The nuclear pore complex •Some statistical physics of tethered polymers –Monte Carlo –Free energy

Summary

• Polymers in tubes can be finely tuned to allow the

opening and closing of the channel

• Complex thermodynamic phase behaviour

• Maybe we can learn from Nature to design pores

that differentiate between species?

• Thanks for listening!