A numerical model for large-amplitude spherical bubble dynamics …mwarnez/ASA2013.pdf ·...
Transcript of A numerical model for large-amplitude spherical bubble dynamics …mwarnez/ASA2013.pdf ·...
A numerical model for large-amplitudespherical bubble dynamics in tissue
Matthew Warnez, Renaud Gaudron & Eric Johnsen
ASA meeting, San Francisco, Dec. 2-6, 2013
Motivation: ultrasound therapy & cavitation in polymers
Histotripsy: therapeutic ultrasound procedure in whichfocused shocks ablate tissue
Primary damage mechanism: cavitationSoft tissue is heterogeneous and viscoelastic
Polymers: reduced cavitation activity
Objective: to better understand bubble oscillations inviscoelastic media
Shocks and cavitation in histotripsy, Maxwell et al. (submitted)
Luminescence in
gelatin due to a
passing bullet
Aimed Research
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Past theoretical work on spherical bubble dynamics in viscoelastic media
Bubble dynamics: Rayleigh-Plesset/Keller-Miksis
Constitutive relations:
Maxwell models: Fogler & Goddard (PoF 1970), Allen & Roy(JASA 2000), Jimenez-Fernandez & Crespo (US 2006), Brujan(2010), ...Kelvin-Voigt models: Yang & Church (JASA 2005), Hua &Johnsen (PoF 2013), ...Finite-strain elasticity (for viscoelastic shell): Liu et al. (JFM2012)
Missing elements: more sophisticated constitutive relations,thermal effects, finite-strain elasticity of the surroundings
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Theoretical model: general approach
Spherical bubble
Uniform bubble pressure
Zero mass transfer
Compressibility of thesurroundings
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Governing equations: bubble
Bubble equation (Keller-Miksis, 1980):(
1−R
c∞
)
RR+3
2
(
1−R
3c∞
)
=1
ρ∞
(
1 +R
c∞+
R
c∞
d
dt
)(
p− p∞ − pa(t)−2S
R
+3
∫
∞
R
τrr − τθθ
rdr
)
Bubble pressure equation:
p =3
R
[
(κ− 1)K∂T
∂r
∣
∣
∣
R
− κpR
]
Energy equation (inside/outside bubble – Stricker et al., 2012):
κ− 1
κ
p
T
[
∂T
∂t+
1
κp
(
(κ− 1)K∂T
∂r−
rp
3
)
∂T
∂r
]
− p = ∇ · (K∇T )
∂TM
∂t+
R2R
r2∂TM
∂r= DM∇
2TM +
2
ρcv
R2R
r3(τrr − τθθ)
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Governing equations: viscoelastic constitutive model
τ = 2Gγ + 2µγ
λ1τ + τ = 2µγ
λ1τ + τ = 2µγ + 2λ2µγ
λ1τ + τ = 2Gγ + 2µγ
Kelvin-Voigt
Maxwell
Jeffreys
Zener
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Governing equations: viscoelastic constitutive model
τ = 2Gγ + 2µγ
λ1τ + τ = 2µγ
λ1τ + τ = 2µγ + 2λ2µγ
λ1τ + τ = 2Gγ + 2µγ
Kelvin-Voigt
Maxwell
Jeffreys
Zener
τ exp
(
ǫλ1
µtr (τ )
)
+ λ1
(
▽
τ +ατ · τ
µ
)
= 2
(
Gγ + µγ + µλ2
▽
γ
)
Nonlinear viscoelastic fluids: Upper-Convected Maxwell, Oldroyd-B,Giesekus, Phan-Tien-Tanner
Nonlinear viscoelastic solids: hyperelasticity for any strain-energyfunction (Neo-Hookean, Mooney-Rivlin, ...)
τrr exp
ǫ1λ1
µ
(
τrr + 2τθθ
)
+λ1
∂τrr
∂t+ ǫ2
R2R
r2
∂τrr
∂r+ 4ǫ2
R2R
r3τrr +
ǫ3
µτ2rr
= −
4Φ
r3−4ǫ2µλ2
R4R2
r6
τθθ exp
ǫ1λ1
µ
(
τθθ + 2τθθ
)
+λ1
∂τθθ
∂t+ ǫ2
R2R
r2
∂τθθ
∂r− 2ǫ2
R2R
r3τθθ +
ǫ3
µτ2θθ
=2Φ
r3−10ǫ2µλ2
R4R2
r6
whereG (
3 3)
2(
2 2)
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Numerical method
Spectral collocation method (Chebyshev + Gauss-Lobatto)
Coordinate transformations for interior/exteriorGaussian pulse for verification
Can transform PDEs for the stresses to ODEs for most models(except Giesekus and PTT)
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Bubble response in linear viscoelastic media
pA = 2MPa, 4MHz, R0 = 1µm, µ = 30 cP, λ1 = 20ns,G = 1MPaSignificant differences between different linear models
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Bubble response in nonlinear viscoelastic fluids
pA = 2MPa, 2MHz, R0 = 1µm, µ = 30 cP, λ1 = 20ns
Nonlinearities affect collapse properties
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Bubble response in nonlinear (visco)elastic fluids
pA = 2MPa, 2MHz, R0 = 1µm, µ = 30 cP, G = 1MPa
Significant differences after first cycle
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Inertial cavitation: past metrics do not hold
Presence of microbubbles in US may lead to bleeding
Bleeding depends on elastic + pulse properties (Patterson etal., JASA 2012)
Inertial cavitation threshold = bioeffects threshold?
Past metrics: Rmax/Ro (Flynn, JASA 1975), Tmax > 5000K(Apfel & Holland, UMB 1991)
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Viscoelastic media exhibit higher deviatoric stresses
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Viscoelastic media exhibit higher deviatoric stresses
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Mechanisms for higher stresses: geometry and properties
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Mechanisms for higher stresses: geometry and properties
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue
Conclusions
Model development for bubble dynamics in(nonlinear) viscoelastic media
Viscoelastic properties affect the bubbleresponse
Deviatoric stresses may cause damage
Larger coefficients + geometryNeed a new inertial cavitation metric inviscoelastic media
Future work:
Validation of model via experiments withSteve Ceccio, Zhen Xu (U. Michigan)Cloud initiation in histotripsyCavitation in the brain
Acknowledgements: National Science Foundation(CAREER program), Rackham Graduate School
Cloud initiation in histotripsy
(Vlaisavljevich et al., in press)
Cavitation in the brain
(hit to the head)
M. Warnez, R. Gaudron & E. Johnsen, U. Michigan Spherical bubble dynamics in tissue