Institut Mines-Télé[email protected]
Biomechanics and mechanobiology of
ascending thoracic aortic aneurysms
Prof. Stéphane AVRIL
Institut Mines-Télé[email protected]
PARIS
AUVERGNE RHONE-ALPES
MINES SAINT-ETIENNE
First Grande Ecole
outside Paris
Founded in 1816
Institut Mines-Télé[email protected]@emse.fr
Background: Aneurysms and Dissections of the ascending thoracic aorta
Stéphane Avril - 2020 July 24 - UMN
dissection
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Surgical elective repair of ATAA
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Indications:
• Aortic insufficiency requiring surgical correction
• Size ⩾ 55 mm
• Size ⩾50 mm in patients with Marfan syndrome or bicuspid valves
• Growth rate ⩾1 cm/year
More and more aneurysms are detected at an early stage (incidence >8% for males >65 years old).
>90000 interventions per year in Europe and USA
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Surgical techniques for ATAA repair
5 Stéphane Avril - 2020 July 24 - UMN
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Current situation
Current indications:
• 25% ATAA < 5.5cm rupture : 15000 deaths ** !
• 60% of ATAA > 5.5 cm never experience rupture!
• 9% mortality and morbidity after ATAA repair
In summary: inappropriate decisions and misprogramed surgical interventions have major consequences!!
Need insightful assistance from biomechanics
** Pape et al, Aortic Diameter ≥5.5 cm Is Not a Good Predictor of Type A Aortic Dissection Observations From the International Registry of Acute Aortic Dissection (IRAD), Circulation, 2007
6 Stéphane Avril - 2020 July 24 - UMN
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Basics of arterial mechanics
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Humphrey JD (2002) Cardiovascular Solid Mechanics: Cells, Tissues, and Organs, Springer-Verlag, NY
Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN
Collection of the samples
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Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN
Bulge inflation test
III) Inflation test device. Speckle pattern is made before starting the
inflation test Circumferential
A x ia l
Romo et al. Journal of Biomechanics -2014.
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Undeformed Deformed
x y
Full-field measurements using sDIC
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Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN 12
Davis et al. BMMB – 2015.
Davis et al. JMBBM – 2016
Zhao et al. Acta Biomaterialia - 2016
Identification of local material
properties
Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN
Bulge inflation test
III) Inflation test device. Speckle pattern is made before starting the
inflation test Circumferential
A x ia l
Romo et al. Journal of Biomechanics - 2014
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Rupture risk estimation
Physiological Stress
Stretch Stretch/Stress Curve
Rupture Stress
E
in-vitro= Tangent elastic modulus
Cauch y Stress (MP a)
1 1.1 1.2 1.3
Physiological Stretch
1.4 1.5 1.6 1.7
Rupture Stretch
γ stress = Physiological stress Rupture stress
γ stretch = Physiological stretch Rupture stretch
Stéphane Avril - 2020 July 24 - UMN
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Correlation between the stretch-based rupture risk and the tangent elastic modulus
Duprey A, et al. Biaxial rupture properties of ascending thoracic aortic aneurysms. Acta Biomaterialia 2016.
Stéphane Avril - 2020 July 24 - UMN
E in-vitro (MPa)
Ru pture ris k
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Olfa Trabelsi, Miguel A Gutierrez Cambron, Solmaz Farzaneh, Ambroise Duprey, Stéphane Avril.A non-invasive methodology for ATAA rupture risk estimation. Journal of Biomechanics 2017.
Relationship with aortic stiffness?
Is the stretch based rupture risk criterion correlated to the aortic
stiffness which could be measured by elastography techniques?
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Methodology
• STL files of 10 Phases for each patient
• Structural mesh for all phases
• Mesh morphing function between the geometries of each phase
• Writing the coordinates of all phases
x(t) = 𝑎 0 + σ 𝑛=1 ∞ 𝑎 𝑛 cos(𝑛𝑓𝑡) + σ 𝑛=1 ∞ 𝑏 𝑛 sin(𝑛𝑓𝑡)
Discrete Fourier transform of the aortic deformation at every position
DC term
n=1 Fundamental magnitude
Average geometry Displacements over a
cardiac cycle
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Equation of local membrane stiffness
∆𝑟 1 , ∆𝑟 2 : Fundamental circumferential and longitudinal radii of curvature
Q =
∆𝑃+ 𝜏1 0∆𝑟1
(𝑟1 0)2 + 𝜏2 0∆𝑟2
(𝑟2 0)2 𝜀1 𝑡 +𝜈𝜀2 𝑡
𝑟1 0 + 𝜈𝜀1 𝑡 +𝜀2 𝑡 𝑟2 0
∆𝑃 = ∆𝑃 0
2 = 𝑃 𝑠𝑦𝑠 − 𝑃 𝑑𝑖𝑎 2
𝑟 1 0 , 𝑟 2 0 : Circumferential and longitudinal radii of curvature in average geometry
𝜀 1 , 𝜀 2 : Circumferential and longitudinal strains
𝜏 1 0 , 𝜏 2 0 : Pretensions in circumferential and
longitudinal directions
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Results
Stiffness [MPa.mm] Stiffness [MPa.mm]
Stiffness [MPa.mm] Stiffness [MPa.mm]
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Results
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Summary
2 ways of defining rupture:
PWS – but unknown patient-specific strength
γ stretch correlated with in vivo circumferential stiffness
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Higher stiffness less risk because the aneurysm can more easily withstand
volume variation
C. Martin et al., Acta Biomater. 9 (2013) 9392–9400
Institut Mines-Télé[email protected]@emse.fr
Basics of arterial mechanics
Stéphane Avril - 2020 July 24 - UMN 22
Humphrey JD (2002) Cardiovascular Solid Mechanics: Cells, Tissues, and Organs, Springer-Verlag, NY
Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN 23
Patient-specific CFD analyses
Preoperative dynamic imaging 4D MRI
CAD Mesh
Numerical Solution
Streamlines, velocity
TAWSS
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Material and Methods- 4D MRI images Pre-processing
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Siemens 3T Prisma
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CFD model reconstruction
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4D MRI data Velocity Profile
CFD Velocity Profile
[m/s]
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CFD - Numerical resolution
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Validation of the computational model
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A B
Flow
eccentricityFlow
eccentricity=0 Flow
eccentricity=1
Sigovan, M., M.D. Hope, P. Dyverfeldt, D. Saloner. Comparison of four‐dimensional flow parameters for quantification of flow eccentricity in the ascending aorta. J Magn Reson Imaging. 34(5):1226-30, 2011.
Institut Mines-Télé[email protected]@emse.fr
Quantitative analysis of hemodynamics indices
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𝐿𝑁𝐻 𝑠; 𝑡 = 𝑉 𝑠; 𝑡 ∙ 𝜔(𝑠; 𝑡) 𝑉 (𝑠; 𝑡) 𝜔 (𝑠; 𝑡) Localized Normalized Helicity
h 2 =helicity intensity
Morbiducci, U., R. Ponzini, G. Rizzo, M. Cadioli, A. Esposito, F.M. Montevecchi, A. Redaelli. Mechanistic insight into the physiological relevance of helical blood flow in the human aorta: an in vivo study. Biomech. Model. Mechanobiol. 10:339–355, 2011.
V= velocity; 𝜔= vorticity
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Wall shear stress analysis
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𝑇𝐴𝑊𝑆𝑆 = 1 𝑇 න
0 𝑇
𝑊𝑆𝑆 𝑑𝑡
where T is the period of the cardiac cycle and WSS is the instantaneous wall shear stress.
𝑂𝑆𝐼 = 0.5 1 − 0 𝑇 𝑊𝑆𝑆(𝑠, 𝑡) ∙ 𝑑𝑡
0 𝑇 𝑊𝑆𝑆(𝑠, 𝑡) ∙ 𝑑𝑡
Time averaged wall shear stress (WSS):
Oscillatory Shear Index:
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RESULTS
Patient 1 (BAV) Patient 2 (TAV) Patient 3 (BAV)
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RESULTS - OSI and TAWSS
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TAWSS
[Pa]
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Basics of arterial mechanics
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Humphrey JD (2002) Cardiovascular Solid Mechanics: Cells, Tissues, and Organs, Springer-Verlag, NY
Institut Mines-Télé[email protected]
Introduction - Assumption
ATAAs results from adaptation to local proteolytic injury and adaptation in the ascending thoracic aorta
Guzzardi et al, JACC, 2014, Condemi et al, IEEE TBME 2019
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Proteolytic injury and tissue adaptation
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PROTEOLYTIC INJURY
Strain HEALING
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Stress
Stress
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Layer-specific constitutive model
Strain-energy function based on the constrained mixture theory
Humphrey and Rajagopal, Math. Models Methods Appl. Sci., 2002 ; Bellini et al, ABME, 2014
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Deposition stretch of each constituent:
Collagen Elastin
SMC
Load
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𝐅 tot 𝑗 = 𝐅 e 𝑗 𝐅 gr 𝑗
𝐅 gr 𝑗 = 𝐅 r 𝑗 𝐅 g 𝑗
𝐅 r 𝑗 and 𝐅 g 𝑗 should be calculated if the artery is not in the homeostatic state
Elastic and inelastic decomposition of deformation gradient
Layer-specific constitutive model
Mousavi et al, BMMB 2019
Stéphane Avril - 2019 Nov 20 - ICBT Hanover
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Homogenized G&R
constrained mixture model
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Collagen mass production
ሶϱ 𝑗 (t) = ϱ 𝑗 (t)𝑘 σ 𝑗 𝜎 𝑗 𝑡 − 𝜎 h 𝑗
𝜎 h 𝑗 + ሶ𝜉 𝑗 (𝑡)
Inelastic deformation due to remodeling
Cyron et al, Biomech Model Mechanobiol (2016) 15:1389–1403, Braeu et al, Biomech Model Mechanobiol (2017) 16(3):889-906
Collagen Elastin
SMC
Load
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Abaqus finite-element
implementation and verification
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FE software ABAQUS coupled with UMAT
Hexahedral and tetrahedral elements
Structural mesh (𝑟, 𝜃, 𝑧)
Two different layers (media and adventitia)
Mousavi et al, BMMB, 2019
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Patient-specific predictions
Growth and remodeling of a two–layer patient–specific human ATAAs due to elastin loss
Mousavi et al, BMMB 2019
.
Localization function around the point of TAWSS max
Stéphane Avril - 2019 Nov 20 - ICBT Hanover
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Patient-specific predictions
Growth and remodeling of a two–layer patient–
specific human ATAAs due to elastin loss
Maximum Principal stress Small growth parameter
Mousavi et al, BMMB 2019
Stéphane Avril - 2019 Nov 20 - ICBT Hanover
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Growth and remodeling of a two–layer patient–
specific human ATAAs due to elastin loss
Normalized collagen content Small growth parameter
Mousavi et al, BMMB 2019
Patient-specific predictions
Stéphane Avril - 2019 Nov 20 - ICBT Hanover
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Institut Mines-Télé[email protected]
Growth and remodeling of a two–layer patient–
specific human ATAAs due to elastin loss
Normalized Thickness Small growth parameter
Mousavi et al, BMMB 2019
Patient-specific predictions
Stéphane Avril - 2019 Nov 20 - ICBT Hanover
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SUMMARY
Patient-specific numerical model based on the constrained mixture theory including damage and G&R – coupling with CFD analyses
Need to include possible mechanotransduction impairment in the model:
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ሶϱ 𝑗 (t) = ϱ 𝑗 (t)𝑘 σ 𝑗 𝜎 𝑗 𝑡 − 𝜎 h 𝑗
𝜎 h 𝑗 + ሶ𝜉 𝑗 (𝑡)
Latorre and Humphrey, BMMB 2018
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The major role of SMCs in Aneurysms and Dissections of the ascending thoracic aorta
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dissection
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vSMC
Humphrey et al, Science, 2014
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Aortic smooth muscle cells
Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN 46
Phenotypic plasticity of aortic smooth
muscle cells
Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN 47
Stiffness characterization of aortic smooth
muscle cells
Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN 48
Institut Mines-Télé[email protected]@emse.fr Stéphane Avril - 2020 July 24 - UMN 49
Traction force microscopy on aortic
smooth muscle cells
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Several stiffness values
Aortic SMCs from human primary culture (AoSMC, Lonza), passages 5-7, cultured in a differenciating medium (SmBM, Lonza)
• Fluorescent microscopy + DIC : track the displacement of fluorescent microbeads
• Cell unbinding method (with trypsin) : assess the homeostatic state of single SMCs
𝐾 = 2
Traction force microscopy on aortic
smooth muscle cells
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Traction force of aortic smooth muscle cells depend on the surrounding stiffness
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Modelling of SMCs cytoskeletal mechanics
Chan, C. E., & Odde, D. J. (2008). Traction dynamics of filopodia on
compliant substrates. Science, 322(5908), 1687-1691.
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Modelling of SMCs cytoskeletal mechanics
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Summary and future work
Decipher the link between cytoskeletal SMC mechanics and mechanosensitivity in aortic aneurysms
Include SMC models into the G&R models of aortic aneurysms
Clinical translation
Stéphane Avril - 2020 July 24 - UMN
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Computational mechanics in the OR for vascular surgery?
www.predisurge.com
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Acknowledgements
Stéphane Avril - 2020 July 24 - UMN
Funding:
ERC-2014-CoG BIOLOCHANICS
Olfa Trabelsi
Aaron Romo
Jin Kim
Pierre Badel
Frances Davis
Victor Acosta
Jamal Mousavi
Solmaz Farzeneh
Francesca Condemi
Cristina Cavinato
Jérôme Molimard
Baptiste Pierrat
Joan Laubrie
Claudie Petit
Ambroise Duprey
Jean-Pierre Favre
Jean-Noël Albertini
Salvatore Campisi
Magalie Viallon
Pierre Croisille
Chiara Bellini
Matthew Bersi
Jay Humphrey
Katia Genovese
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