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Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

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Page 1: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Alex Mogilner, UC Davis

Leah Keshet, UBC, Canada

Actin dynamics and the regulation of cell motility

Page 2: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Brief introduction to the cytoskeleton

Page 3: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

PolymerPolymer ActinActin MicrotubuleMicrotubule Intermediate Intermediate filamentfilament

Subunit Actin monomer

Tubulin dimer helical

Elongate by Polymeriz. Polymeriz. ?

Bound nucleotide

ATP GTP None

Treadmilling Very slow Slow No

Track for motors

Yes , 20 myosins

Yes, dynein, kinesin

No

Fluorescence micrograph in cells

TD Pollard (2003) Nature 422: 741

Page 4: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Heath & Holifeld (1993) in: Cell Behaviour, Adhesion, and Motility, Jones, Wigley, Warn, eds Soc Exp Biol Symp 47

Page 5: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Ridley AJ. (2001)J Cell Sci.:114(Pt 15):2713-22

Page 6: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Cell motility is a complex process involving adhesion to the surrounding substrate, forward extension (protrusion), and contraction that retracts the rear portion of the cell. Here we will consider only protrusion. The main component implicated in protrusion is ACTIN.

Page 7: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

GOAL:

To relate the protrusion of the cell front to the underlying biochemistry of actin.

To derive some connection between the biochemical parameters* and the cell velocity.

* Binding rates, reaction rate constants, etc

Page 8: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Brief review of properties of actin

Page 9: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

cell membrane

Front edge of cell

Actin cytoskeleton

Actin filament “barbed end” “pointed end”

Page 10: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Keratocyte: Top view Side view

1 µm

Svitkina & Borisy (1999) J. Cell Biol., 145(5): 1009-1026.

lamellipod

Page 11: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Actin filament

Pointed end Barbed end

monomers

Page 12: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Polymerization kineticsOn rate: kon a

Off rate: koff

Barbed end grows rapidly

kon a > > koff

Page 13: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Barbed end capped quickly to prohibit explosive growth

cappers

Control of polymerization by capping

Page 14: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Depolymerization dominates at pointed end

Polymerization kinetics cont’d

Page 15: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

The actin monomers are modified by attached nucleotides (ATP, ADP)

ADP-actin

ATP-actin

ATP-actin polymerizes fastest at barbed end

Page 16: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

As the filament ages, the ATP attached to its monomers is gradually hydrolized

newold

Page 17: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

ADP-actin

Cofilin chops and fragments actin filaments, preferentially at older (ADP-actin) parts of an actin filament

Page 18: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

There are mechanisms for converting “spent” ADP-actin monomers into their active form

ADP-actin

ATP-actin

Recycling mechanism

Page 19: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

ADP-actin

ATP-actin

Profilin facilitates conversion of “spent” ADP-actin to “new” ATP-actin, preparing the monomers for polymerization

Recycling actin monomers

“spent”

“new”

Page 20: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Thymosin “sequesters” actin monomers

I.e. acts as a reservoir for spare actin, to avoid excessive polymerization

A reservoir for actin monomers

Page 21: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Total profilin 10 M

Total thymosin 200 M

Total Cofilin 10 M

Total F-Actin 200 M

Total G-actin ~50 M

Typical concentrations in lamellipod

Page 22: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

F-ActinCofilin-actin

Profilin-actin(ADP)

Profilin-actin(ATP)

Thymosin actin

Page 23: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

FilamentsSpent monomers

Activated monomers

Reservoir

Page 24: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Filamentss

pa

Page 25: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Rate constants for all these biochemical events (values known from the literature), will enter into the model.

Page 26: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Actin filament dynamics

Page 27: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Actin-binding proteins

•cap barbed end, cut, or degrade a filament

• crosslink filaments into bundles or networks

• nucleate new filaments by branching off a pre-existing filament

Page 28: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Arp2/3 (when activated) forms branch points and nucleates new, growing barbed ends.

T. M. Svitkina and G.G. Borisy, J. Cell Biol., 145(5): 1009-1026, 1999

Arp2/3

actin

Page 29: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

We’ll be interested in the number of actin filament barbed ends that are at the cell edge pushing on the membrane.

We’ll take into account the nucleation of new ends by Arp2/3, as well as the (rapid) capping of loose ends inside the lamellipod.

Page 30: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Geometry and spatial aspects of actin dynamics

Page 31: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Keratocyte:

• shape does not change as cell moves

•adhesion/contraction relatively constant as cell moves.

• actin filaments stationary relative to substrate

Page 32: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

• close to front edge, geometry “1D”: i.e., lamellipod is a thin sheet, most gradients into the cell (normal to edge)

Page 33: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

x=L x=0

Simplified geometry

X=0 at cell edge; moving coordinate system;

Note direction of positive x into the cell

Page 34: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Abraham, Krishnamurthi, Taylor, Lanni (1999) Biophys J 77: 1721-1732

Page 35: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Length of actin monomer 2.72 nm Abraham et al 1999

length of lamellipod ~ 10 Abraham et al 1999

thickness of lamellipod 0.1 Abraham et al 1999

Typical size scales:

Page 36: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

TD Pollard (2003) Nature 422: 741

Page 37: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Spatial features:

• Extracellular signals activate WASp at cell membrane. This then activates Arp2/3

• Arp2/3 nucleates new branches off actin filaments close to the cell membrane, creating new barbed ends that can grow & push.

• uncapping is enhanced, and capping is inhibited close to cell membrane.

• depolymerization dominates at older parts of filament, away from the cell membrane

Page 38: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Thus it is safe to assume that new barbed ends are mainly generated close to the front edge of the cell.

Page 39: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

When a filament grows at the front edge, it has to push against a load force (e.g. membrane resistance).

Page 40: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Mogilner & Oster (1996) Biophys J, 71: 3030-3045

We use results of the thermal ratchet model for the extension of an actin filament under a load force.

Page 41: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Thermal fluctuations occasionally create a gap between the cell membrane and the tips of actin filaments. Monomers can fill in this gap to cause the displacement to persist.

Mogilner/Oster Thermal Ratchet Model:

Page 42: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Force per

filament, f

protrusion velocity, V

Thermal Ratchet Model

Mogilner & Oster

Page 43: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Tk

f

B

Work done to create gap

Thermal energy

An important ratio for thermal ratchets:

Page 44: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

)( /off

Tkfon keakV B

Probabilityof a gap forming

on rate off rate

(very small)

Speed of motion of one filament barbed end

Page 45: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Tkfon

BeakV /

Neglecting depolymerization:

To know the velocity of barbed end, we need to know the local actin

monomer conc.

akV on0Compare with “free polymerization velocity”:

Page 46: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Force per

filament, f

protrusion velocity, V

)/exp(0 TkfVV B

Load-Velocity relation for single filament

Free polymerization velocity

Monomer size

Load force

Thermal energy

Page 47: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Actin monomers are the fuel that cause extension of the cytoskeleton, and drive the edge of the cell forward.

Our (1D) model aims to determine how much of that fuel is available at the front edge, and how this amount is controlled biochemically.

Page 48: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

“ This system has several advantages for modeling: It runs at steady state, the inventory of core proteins is small, the structures and concentrations of these proteins are known, and biophysicists have measured many of the rate and equilibrium constants for the reactions.”

T.D. Pollard (2003) Nature 422, 741-5

Page 49: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Diffusion coeff actin 30 2/s Mogilner/LEK 2002

thermal energy kT 4.1 pN nm Peskin et al 1993

actin monomer on-rate 11.6 /M /s Pollard 1986

capping rate 4 /s Schafer et al 1996

Arp2/3 attachment rate 1-10 /s speculative

Arp2/3 diffusion coef 3 2/s calculated

monomers in 1 M actin 600/3 conversion factor

Examples of representative parameters

Page 50: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Assembling a 1D model for the protrusion of the cell based on actin filaments.

X=0 front edge

x=L rear of lamellipod

direction of motion

L a m e l l i p o d

Page 51: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Ingredients of the model:

• nucleation of barbed ends by Arp2/3 at front edge

• actin monomer exchange between various forms (with realistic values of biochemical rate-constants)

• diffusion of monomers across lamellipod

• assembly at front edge leading to protrusion

Page 52: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

How does the protrusion velocity depend on the number of barbed ends ?

Main question addressed:

Page 53: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

• B(t) = density barbed ends at edge

x=0motion

Bndt

dB

Arp2/3 nucleation

capping

nucleation of barbed ends at front edge:

Page 54: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Filamentss

pa

actin monomer exchange:

Page 55: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

2

2

x

aD

t

a exchange& activation

diffusion of monomers across lamellipod

s

pa

• a(x,t) = conc. actin monomers (ATP form)

• s(x,t) = conc “spent” monomers (ADP form)

t

s Source From

depolym

Similar terms +

Etc..

Page 56: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

s

pa

coordinate system moving with cell edge

Monomer exchange

Depolym. source

Page 57: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Boundary conditions cont’d:

No flux of monomers at rear:

da/dx =0, d/dx =0 etc at x=L

No flux of some forms of monomers at front:

d/dx =0 etc at x=0

Page 58: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

assembly at front leading to protrusion (BC):

Flux of actin monomers arriving at edge

= Extension of barbed ends

VB

Vax

aD x

0)(

Conversion factor: monomer conc to filament length

Page 59: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Analysis of the model to investigate steady state propulsion, using realistic biochemical parameters

Page 60: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Over relevant spatial scale of lamellipod, diffusion dominates over the apparent convective flux:

D > V L

30 > 0.3 (10 ) 2/s

In the analytical realm, can neglect the first derivative terms for approx solns.

Page 61: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

s

pa

For steady-state motion with D>>VL

Page 62: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

X=0 front edge

x=L rear of lamellipod

net polymerization balances total depolymerization

da/dx = Jp /D at x=0 (BC)

For steady-state motion:

Page 63: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

a

profiles of s, p nearly constant with x

sp

Page 64: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Analysis of the model for steady-state motion:

• for given biochemical parameters, profiles of s, p nearly constant. Model reduces to 2 eqns

Explicit analytical solutions found, and monomer concentration at edge, a(0) determined

0

0

332

2

332

2

akkdx

dD

Jakkdx

adD

Page 65: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

0

0

332

2

332

2

akkdx

dD

Jakkdx

adD

0

0,

,0

0

Lx

Lxx

dx

ddx

da

D

JL

dx

da

Net polymerization equal to depolym

flux (Jp=JL)

Page 66: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

From the model and biological parameter values, we determine the actin monomer concentration at membrane available to drive protrusion.

Page 67: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

recyclingcofilindepolym

JAkk

ka

)()0(33

3

Total actin in all forms

Amount not available for

polymerization

Time for monomer to depolymerize, become activated, and diffuse across lamellipod

Page 68: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility
Page 69: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

BBw

VV

)/exp(

Tk

fwLk

k

kAkV

Bonon

,/,1,3

3

Result:

Protrusion velocity depends on kinetic rate constants and on the number of barbed ends (B) pushing the membrane

Page 70: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

F=100 pN/m

F=300 pN/ m

B, # / m

Page 71: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

The model predicts:

• There is an optimal barbed end density

• The protrusion drops very rapidly for barbed ends below their optimal density, but drops more gradually above the optimum

Page 72: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

There is an optimal density of barbed ends at the leading edge:

• too few: force to drive protrusion insufficient.

• too many: competition for monomers depletes monomer pool too quickly, slowing growth.

Page 73: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Limiting case 1: Small barbed end density (B small)

)/exp( Bw

VV

)/exp( BwA

kV on

“available actin”

Page 74: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

Limiting case 2: Large barbed end density (B large)

B

VV

Velocity inversely proportional to B

Page 75: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

What did we learn from the model?

BIOLOGICAL IMPLICATIONS

Page 76: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

The model predicts:

• optimal barbed end density: suggests that careful regulation of the barbed ends is needed in the cell.

• means that there are optimal nucleation and capping rates

Page 77: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

• For biological parameter values, V ~ 0.1- 0.3 /s, in good agreement with experimental values

• Optimal barbed end density is roughly proportional to membrane resistance. For resistance force

F~50-500 pN/

optimal barbed end density is B ~ 25-250 per

• at this optimum density, V is roughly inversely proportional to membrane resistance.

Page 78: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

• A greater amount of total actin and a faster rate of actin turnover correlate positively with the rate of locomotion.(Evidence from McGrath et al. and by Loisel et al. who showed that there is a concentration of ADF/cofilin that is optimal for enhancing the rate of depolymerization.)

• Increasing the amount of thymosin slows down locomotion

Further model predictions:

Page 79: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

“ These models identify the variables that limit the rate of movement, such as the concentration of actin bound to profilin.

In fact, when the concentration of unpolymerized actin is lowered by releasing an actin monomer sequestering protein in the cytoplasm, that part of a cell stops moving.”

TD Pollard (2003) Nature 422: 741-5

Page 80: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility

“ The models raise a number of questions that can be answered by further experimentation.”

• profilin-actin really limiting?

• do interactions of filaments with membrane inhibit capping, biasing forward motion?

• how are filaments reshaped at rear?

TD Pollard (2003) Nature 422: 741-5

Page 81: Alex Mogilner, UC Davis Leah Keshet, UBC, Canada Actin dynamics and the regulation of cell motility