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Solid & liquid Cell aggregates Aggregates: solid or liquid? François Graner Polarity, Division and Morphogenesis team dir. Yohanns Bellaïche Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011

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Page 1: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Aggregates: solid or liquid?

François Graner

Polarity, Division and Morphogenesis teamdir. Yohanns Bellaïche

Génétique et Biologie du DéveloppementUMR 3215, CNRS & Institut Curie, Paris, France

2011

Page 2: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Outline Mechanics of cellular patterns

1 Solid & liquid

2 Cell aggregates

Page 3: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Cellular materials solid & liquid

Foams for fire fighting

Page 4: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Neighbour exchange “T1" = 1st topological process

cells tile the spaceno gap nor overlap

1to move, cells need to displace their neighbours

pass through a 4-fold vertex

Page 5: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Neighbour exchange “T1" = 1st topological process

cells tile the spaceno gap nor overlap

2to move, cells need to displace their neighbours

pass through a 4-fold vertex

Page 6: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Neighbour exchange “T1" = 1st topological process

cells tile the spaceno gap nor overlap

3to move, cells need to displace their neighbours

pass through a 4-fold vertex

Page 7: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Viscous, elastic, plastic (VEP) behaviour Marmottant 2007

local energy minimum

T1: neighbour change relaxation → other minimum

Small deformationelastic solid

reversibly comes backto its initial shape

Large deformation

plastic solid

irreversibly sculpted,new shape

Quick deformation rateviscous liquid

irreversibly flows,stress increases with rate

Page 8: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Viscous, elastic, plastic (VEP) behaviour Marmottant 2007

local energy minimum T1: neighbour change

relaxation → other minimum

Small deformationelastic solid

reversibly comes backto its initial shape

Large deformation

plastic solid

irreversibly sculpted,new shape

Quick deformation rateviscous liquid

irreversibly flows,stress increases with rate

Page 9: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Viscous, elastic, plastic (VEP) behaviour Marmottant 2007

local energy minimum T1: neighbour change relaxation → other minimum

Small deformationelastic solid

reversibly comes backto its initial shape

Large deformation

plastic solid

irreversibly sculpted,new shape

Quick deformation rateviscous liquid

irreversibly flows,stress increases with rate

Page 10: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Numerical methods Cellular Potts Model

V. Grieneisen

Similar to experiments

• a cell = a set of pixelssame size as in experiments

• a movement = a pixel changesto another cell

Energy

• Energy cost at cell boundaries• Size conservation

Energy minimisation

• Surface minimisation• Differential adhesion• Membrane fluctuations• ... and much more

Page 11: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Numerical methods Cellular Potts Model

V. Grieneisen

Similar to experiments

• a cell = a set of pixelssame size as in experiments

• a movement = a pixel changesto another cell

Energy

• Energy cost at cell boundaries• Size conservation

Energy minimisation

• Surface minimisation• Differential adhesion• Membrane fluctuations• ... and much more

Page 12: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Cell aggregates dissociate cells, then aggregate them

Compression set-up

middle cross section

(2-photon microscopy)

Vial & van der Sanden

side view

Mgharbel,

Delanoë-Ayari, Rieu

simulations

Käfer

Page 13: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Stress relaxation cells deform and rearrange

Mgharbel, Delanoë-Ayari, Rieu

energy barrierno gap nor overlap: T1 rearrangement

Two regimeshigh stress:stress-induced rearrangementslow stress:fluctuation-induced rearrangements

Page 14: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Fluctuations Marmottant

Rate at which barriers are passed

f + = f exp{(−∆ET1 + τV δε)/ξ}τV = work gained δε = deformation

f +δε− f −δε = τ∗

η∗ sinh(

ττ∗

)characteristic stress τ∗ = ξ/Vδε

effective viscosity η∗ = ξ exp(∆ET1/ξ)/2fV (δε)2

Stress relaxation

τ = 2τ∗ tanh−1[tanh

(τ02τ∗

)exp

(− t

tc

)]time over which stress disappears: tc ∼ exp

“∆ET1

ξ

Relaxation after compression

model vs simulations

0 0.5 1 1.5 2 2.5 3 3.5 4

x 105

6

7

8

9

10

11

12x 10

6

time (MCS)

For

ce

Residual plasticity after 400 s

model vs experiments

Page 15: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Fluctuations Marmottant

Rate at which barriers are passed

f + = f exp{(−∆ET1 + τV δε)/ξ}τV = work gained δε = deformation

f +δε− f −δε = τ∗

η∗ sinh(

ττ∗

)characteristic stress τ∗ = ξ/Vδε

effective viscosity η∗ = ξ exp(∆ET1/ξ)/2fV (δε)2

Stress relaxation

τ = 2τ∗ tanh−1[tanh

(τ02τ∗

)exp

(− t

tc

)]time over which stress disappears: tc ∼ exp

“∆ET1

ξ

Relaxation after compression

model vs simulations

0 0.5 1 1.5 2 2.5 3 3.5 4

x 105

6

7

8

9

10

11

12x 10

6

time (MCS)

For

ce

Residual plasticity after 400 s

model vs experiments

Page 16: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Fluctuations Marmottant

Rate at which barriers are passed

f + = f exp{(−∆ET1 + τV δε)/ξ}τV = work gained δε = deformation

f +δε− f −δε = τ∗

η∗ sinh(

ττ∗

)characteristic stress τ∗ = ξ/Vδε

effective viscosity η∗ = ξ exp(∆ET1/ξ)/2fV (δε)2

Stress relaxation

τ = 2τ∗ tanh−1[tanh

(τ02τ∗

)exp

(− t

tc

)]time over which stress disappears: tc ∼ exp

“∆ET1

ξ

Relaxation after compression

model vs simulations

0 0.5 1 1.5 2 2.5 3 3.5 4

x 105

6

7

8

9

10

11

12x 10

6

time (MCS)

For

ce

Residual plasticity after 400 s

model vs experiments

Page 17: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Fluctuations Marmottant

Rate at which barriers are passed

f + = f exp{(−∆ET1 + τV δε)/ξ}τV = work gained δε = deformation

f +δε− f −δε = τ∗

η∗ sinh(

ττ∗

)characteristic stress τ∗ = ξ/Vδε

effective viscosity η∗ = ξ exp(∆ET1/ξ)/2fV (δε)2

Stress relaxation

τ = 2τ∗ tanh−1[tanh

(τ02τ∗

)exp

(− t

tc

)]time over which stress disappears: tc ∼ exp

“∆ET1

ξ

Relaxation after compression

model vs simulations

0 0.5 1 1.5 2 2.5 3 3.5 4

x 105

6

7

8

9

10

11

12x 10

6

time (MCS)

For

ce

Residual plasticity after 400 s

model vs experiments

Page 18: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Characteristic time tc

relaxation time: 5hfor F9 cell lines

confirmed by fusion experiments

Page 19: Solid & liquid Cell aggregates - Crans...Génétique et Biologie du Développement UMR 3215, CNRS & Institut Curie, Paris, France 2011 Solid & liquid Cell aggregates Outline Mechanics

Solid & liquid Cell aggregates

Take home message

individual cell mechanics

cells deform

cells rearrange : T1 - energy barrier

internal degrees of freedom

non-Newtonian liquid

fluctuation-driven regime: high viscosity

stress-driven regime: decreasing viscosity

time scales

relaxation time(s)

experiment duration

residual solid-like stresses

P. Marmottant et al.,PNAS (2009)