A mathematical model for estimating the axial stress of the common carotid artery wall from ultrasound images

Abstract Clarifying the complex interaction between mechanical and biological processes in healthy and diseased conditions requires constitutive models for arterial walls. In this study, a mathematical model for the displacement of the carotid artery wall in the longitudinal direction is defined providing a satisfactory representation of the axial stress applied to the arterial wall. The proposed model was applied to the carotid artery wall motion estimated from ultrasound image sequences of 10 healthy adults, and the axial stress waveform exerted on the artery wall was extracted. Consecutive ultrasonic images (30 frames per second) of the common carotid artery of 10 healthy subjects (age 44 ± 4 year) were recorded and transferred to a personal computer. Longitudinal displacement and acceleration were extracted from ultrasonic image processing using a block-matching algorithm. Furthermore, images were examined using a maximum gradient algorithm and time rate changes of the internal diameter and intima-media thickness were extracted. Finally, axial stress was estimated using an appropriate constitutive equation for thin-walled tubes. Performance of the proposed model was evaluated using goodness of fit between approximated and measured longitudinal displacement statistics. Values of goodness-of-fit statistics indicated high quality of fit for all investigated subjects with the mean adjusted R-square (0.86 ± 0.08) and root mean squared error (0.08 ± 0.04 mm). According to the results of the present study, maximum and minimum axial stresses exerted on the arterial wall are 1.7 ± 0.6 and −1.5 ± 0.5 kPa, respectively. These results reveal the potential of this technique to provide a new method to assess arterial stress from ultrasound images, overcoming the limitations of the finite element and other simulation techniques.

[1]  Larry A. Taber,et al.  Nonlinear Theory of Elasticity: Applications in Biomechanics , 2004 .

[2]  Gerhard A Holzapfel,et al.  Comparison of a multi-layer structural model for arterial walls with a fung-type model, and issues of material stability. , 2004, Journal of biomechanical engineering.

[3]  K. Cunningham,et al.  The role of shear stress in the pathogenesis of atherosclerosis , 2005, Laboratory Investigation.

[4]  Francis Loth,et al.  Mean-average wall shear stress measurements in the common carotid artery. , 2006, Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance.

[5]  T. Jansson,et al.  Non-invasive measurement of arterial longitudinal movement , 2002, 2002 IEEE Ultrasonics Symposium, 2002. Proceedings..

[6]  Y C Fung,et al.  Three-dimensional stress distribution in arteries. , 1983, Journal of biomechanical engineering.

[7]  William J Easson,et al.  Distribution of wall shear rate throughout the arterial tree: a case study. , 2007, Atherosclerosis.

[8]  Å. Ahlgren,et al.  Evaluation of an ultrasonic echo-tracking method for measurements of arterial wall movements in two dimensions , 2005, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[9]  Tomas Jansson,et al.  Longitudinal movements and resulting shear strain of the arterial wall. , 2006, American journal of physiology. Heart and circulatory physiology.

[10]  Zhonghua Sun,et al.  Stress and strain behaviour modelling of the carotid bifurcation , 2011, ANZ journal of surgery.

[11]  J D Humphrey,et al.  Evolving biaxial mechanical properties of mouse carotid arteries in hypertension. , 2011, Journal of biomechanics.

[12]  R H Cox,et al.  Anisotropic properties of the canine carotid artery in vitro. , 1975, Journal of biomechanics.

[13]  J D Humphrey,et al.  Fundamental role of axial stress in compensatory adaptations by arteries. , 2009, Journal of biomechanics.

[14]  Kazuhiro Sunagawa,et al.  Simultaneous measurement of blood flow and arterial wall vibrations in radial and axial directions , 2000, 2000 IEEE Ultrasonics Symposium. Proceedings. An International Symposium (Cat. No.00CH37121).

[15]  P. Challande,et al.  Intrinsic stiffness of the carotid arterial wall material in essential hypertensives. , 2000, Hypertension.

[16]  Sabine Fenstermacher,et al.  Nonlinear Theory Of Elasticity Applications In Biomechanics , 2016 .

[17]  J. Stoitsis,et al.  Analysis and quantification of arterial wall motion from B-mode ultrasound images - comparison of block-matching and optical flow , 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

[18]  B. L. Langille,et al.  Force-Induced Polarized Mitosis of Endothelial and Smooth Muscle Cells in Arterial Remodeling , 2007, Hypertension.

[19]  D. Marquardt An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .

[20]  G A Holzapfel,et al.  Stress-driven collagen fiber remodeling in arterial walls. , 2007, Biomechanics and modeling in mechanobiology.

[21]  L. V. von Segesser,et al.  Systolic axial artery length reduction: an overlooked phenomenon in vivo. , 2001, American journal of physiology. Heart and circulatory physiology.

[22]  J. Keul,et al.  Assessment of carotid wall motion and stiffness with tissue Doppler imaging. , 1998, Ultrasound in medicine & biology.

[23]  J D Humphrey,et al.  Effects of a sustained extension on arterial growth and remodeling: a theoretical study. , 2005, Journal of biomechanics.

[24]  R S Reneman,et al.  Wall shear stress in the human common carotid artery as function of age and gender. , 1998, Cardiovascular research.

[25]  Lambros Kaiktsis,et al.  Wall shear stress: theoretical considerations and methods of measurement. , 2007, Progress in cardiovascular diseases.

[26]  Marie Gerhard-Herman,et al.  Guidelines for noninvasive vascular laboratory testing: a report from the American Society of Echocardiography and the Society for Vascular Medicine and Biology , 2006, Vascular medicine.

[27]  D Jegelevicus,et al.  ULTRASONIC MEASUREMENTS OF HUMAN CAROTID ARTERY WALL INTIMA-MEDIA THICKNESS , 2002 .

[28]  R. Crouch,et al.  Estimation of stress-strain relationships in vascular walls using multi-layer hyperelastic modelling approach , 2010, 2010 Computing in Cardiology.

[29]  J. Humphrey,et al.  Characterization of arterial wall mechanical behavior and stresses from human clinical data. , 2008, Journal of biomechanics.

[30]  M Zamir,et al.  Mechanical events within the arterial wall under the forces of pulsatile flow: a review. , 2011, Journal of the mechanical behavior of biomedical materials.

[31]  D. J. Patel,et al.  Longitudinal Tethering of Arteries in Dogs , 1966, Circulation research.

[32]  Spyretta Golemati,et al.  Carotid artery wall motion estimated from B-mode ultrasound using region tracking and block matching. , 2003, Ultrasound in medicine & biology.

[33]  G. Holzapfel,et al.  Stress-driven collagen fiber remodeling in arterial walls , 2007 .

[34]  Avrum I. Gotlieb,et al.  Wall Tissue Remodeling Regulates Longitudinal Tension in Arteries , 2002, Circulation research.

[35]  Dimitrios P. Sokolis,et al.  A passive strain-energy function for elastic and muscular arteries: correlation of material parameters with histological data , 2010, Medical & Biological Engineering & Computing.

[36]  Effat Soleimani,et al.  Carotid Artery Wall Motion Estimation from Consecutive Ultrasonic Images: Comparison between Block-Matching and Maximum-Gradient Algorithms , 2011, The journal of Tehran Heart Center.

[37]  F. Gao,et al.  Stress analysis in a layered aortic arch model under pulsatile blood flow , 2006, Biomedical engineering online.