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Erschienen in: Experiments in Fluids 11/2014

01.11.2014 | Research Article

Determination of secondary flow morphologies by wavelet analysis in a curved artery model with physiological inflow

verfasst von: Kartik V. Bulusu, Shadman Hussain, Michael W. Plesniak

Erschienen in: Experiments in Fluids | Ausgabe 11/2014

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Abstract

Secondary flow vortical patterns in arterial curvatures have the potential to affect several cardiovascular phenomena, e.g., progression of atherosclerosis by altering wall shear stresses, carotid atheromatous disease, thoracic aortic aneurysms and Marfan’s syndrome. Temporal characteristics of secondary flow structures vis-à-vis physiological (pulsatile) inflow waveform were explored by continuous wavelet transform (CWT) analysis of phase-locked, two-component, two-dimensional particle image velocimeter data. Measurements were made in a 180° curved artery test section upstream of the curvature and at the 90° cross-sectional plane. Streamwise, upstream flow rate measurements were analyzed using a one-dimensional antisymmetric wavelet. Cross-stream measurements at the 90° location of the curved artery revealed interesting multi-scale, multi-strength coherent secondary flow structures. An automated process for coherent structure detection and vortical feature quantification was applied to large ensembles of PIV data. Metrics such as the number of secondary flow structures, their sizes and strengths were generated at every discrete time instance of the physiological inflow waveform. An autonomous data post-processing method incorporating two-dimensional CWT for coherent structure detection was implemented. Loss of coherence in secondary flow structures during the systolic deceleration phase is observed in accordance with previous research. The algorithmic approach presented herein further elucidated the sensitivity and dependence of morphological changes in secondary flow structures on quasiperiodicity and magnitude of temporal gradients in physiological inflow conditions.

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Literatur
Zurück zum Zitat Adlakha S, Sheikh M, Wu J, Burket MW, Pandya U, Colyer W, Eltawahy E, Cooper CJ (2010) Stent fracture in the coronary and peripheral arteries. J Interv Cardiol 23(4):411–419CrossRef Adlakha S, Sheikh M, Wu J, Burket MW, Pandya U, Colyer W, Eltawahy E, Cooper CJ (2010) Stent fracture in the coronary and peripheral arteries. J Interv Cardiol 23(4):411–419CrossRef
Zurück zum Zitat Adrian RJ, Christensen KT, Li ZC (2000) Analysis and interpretation of instantaneous turbulent velocity fields. Exp Fluids 29:275–290CrossRef Adrian RJ, Christensen KT, Li ZC (2000) Analysis and interpretation of instantaneous turbulent velocity fields. Exp Fluids 29:275–290CrossRef
Zurück zum Zitat Alexopoulos D, Xanthopoulou I (2011) Coronary stent fracture: how frequent it is? does it matter? Hell J Cardiol 52:1–5 Alexopoulos D, Xanthopoulou I (2011) Coronary stent fracture: how frequent it is? does it matter? Hell J Cardiol 52:1–5
Zurück zum Zitat Berceli SA, Warty VS, Sheppeck RA, Mandarino WA, Tanksale SK, Borovetz HS (1990) Hemodynamics and low density lipoprotein metabolism. Rates of low density lipoprotein incorporation and degradation along medial and lateral walls of the rabbit aorto-iliac bifurcation. Arteriosclerosis 10:686–694CrossRef Berceli SA, Warty VS, Sheppeck RA, Mandarino WA, Tanksale SK, Borovetz HS (1990) Hemodynamics and low density lipoprotein metabolism. Rates of low density lipoprotein incorporation and degradation along medial and lateral walls of the rabbit aorto-iliac bifurcation. Arteriosclerosis 10:686–694CrossRef
Zurück zum Zitat Bogren HG, Buonocore MH (1999) Complex flow patterns in the great vessels: a review. Int J Card Imagin 15:105–113CrossRef Bogren HG, Buonocore MH (1999) Complex flow patterns in the great vessels: a review. Int J Card Imagin 15:105–113CrossRef
Zurück zum Zitat Bogren HG, Mohiaddin RH, Yang GZ, Kilner PJ, Firmin DN (1994) Magnetic resonance velocity vector mapping of blood flow in the thoracic aortic aneurysms and grafts. J Thorac Cardiovasc Surg 110(3):704–714CrossRef Bogren HG, Mohiaddin RH, Yang GZ, Kilner PJ, Firmin DN (1994) Magnetic resonance velocity vector mapping of blood flow in the thoracic aortic aneurysms and grafts. J Thorac Cardiovasc Surg 110(3):704–714CrossRef
Zurück zum Zitat Bogren HG, Buonocore MH, Follette DM (2000) Four-dimensional aortic blood flow patterns in thoracic aortic grafts. J Cardiovasc Magn Reson 2(3):201–208CrossRef Bogren HG, Buonocore MH, Follette DM (2000) Four-dimensional aortic blood flow patterns in thoracic aortic grafts. J Cardiovasc Magn Reson 2(3):201–208CrossRef
Zurück zum Zitat Boiron O, Deplano V, Pelissier R (2007) Experimental and numerical studies on the starting effect on the secondary flow in a bend. J Fluid Mech 574:109–129CrossRefMATH Boiron O, Deplano V, Pelissier R (2007) Experimental and numerical studies on the starting effect on the secondary flow in a bend. J Fluid Mech 574:109–129CrossRefMATH
Zurück zum Zitat Bulusu KV, Plesniak MW (2013) Secondary flow morphologies due to model stent-induced perturbations in a 180-degree curved tube during systolic deceleration. Exp Fluids 54(3):1493CrossRef Bulusu KV, Plesniak MW (2013) Secondary flow morphologies due to model stent-induced perturbations in a 180-degree curved tube during systolic deceleration. Exp Fluids 54(3):1493CrossRef
Zurück zum Zitat Cecchi E, Giglioli C, Valentea S, Lazzeria C, Gensini GF, Abbate R, Mannini L (2011) Role of hemodynamic shear stress in cardiovascular disease. Atherosclerosis 214:249–256CrossRef Cecchi E, Giglioli C, Valentea S, Lazzeria C, Gensini GF, Abbate R, Mannini L (2011) Role of hemodynamic shear stress in cardiovascular disease. Atherosclerosis 214:249–256CrossRef
Zurück zum Zitat Dai G, Kaazempur-Mofrad MR, Natarajan S, Zhang Y, Vaughn S, Blackman BR, Kamm RD, García-Cardeña G, Gimbrone MA Jr (2004) Distinct endothelial phenotypes evoked by arterial waveforms derived from atherosclerosis-susceptible and-resistant regions of human vasculature. PNAS 101(41):14,871–14,876CrossRef Dai G, Kaazempur-Mofrad MR, Natarajan S, Zhang Y, Vaughn S, Blackman BR, Kamm RD, García-Cardeña G, Gimbrone MA Jr (2004) Distinct endothelial phenotypes evoked by arterial waveforms derived from atherosclerosis-susceptible and-resistant regions of human vasculature. PNAS 101(41):14,871–14,876CrossRef
Zurück zum Zitat Dean WR (1927) Note on the motion of a fluid in a curved pipe. Phil Mag 7:208–223 Dean WR (1927) Note on the motion of a fluid in a curved pipe. Phil Mag 7:208–223
Zurück zum Zitat Dean WR (1928) The streamline motion of a fluid in a curved pipe. Phil Mag 7:673–695 Dean WR (1928) The streamline motion of a fluid in a curved pipe. Phil Mag 7:673–695
Zurück zum Zitat Deutsch S, Tarbell JM, Manning KB, Rosenberg G, Fontaine AA (2006) Experimental fluid mechanics of pulsatile artificial blood pumps. Annu Rev Fluid Mech 38:65–86CrossRef Deutsch S, Tarbell JM, Manning KB, Rosenberg G, Fontaine AA (2006) Experimental fluid mechanics of pulsatile artificial blood pumps. Annu Rev Fluid Mech 38:65–86CrossRef
Zurück zum Zitat Eugene YK, Johnston RG (1996) The ineffectiveness of the correlation coefficient for image comparisons. Tech. Rep. LA-UR-96-2474, Los Alamos National Laboratory Eugene YK, Johnston RG (1996) The ineffectiveness of the correlation coefficient for image comparisons. Tech. Rep. LA-UR-96-2474, Los Alamos National Laboratory
Zurück zum Zitat Farge M, Guezennec Y, Ho CM, Meneveau C (1990) Continuous wavelet analysis of coherent structures. In: Center for turbulence research, proceedings of the summer program, pp 331–348 Farge M, Guezennec Y, Ho CM, Meneveau C (1990) Continuous wavelet analysis of coherent structures. In: Center for turbulence research, proceedings of the summer program, pp 331–348
Zurück zum Zitat Fung CC, Chung KP, Myers D (2001) Application of Hough transform for the identification of secondary flow patterns. In: Proc. IEEE region 10 international conference on electrical and electronic technology (TENCON), vol 2, pp 864–868 Fung CC, Chung KP, Myers D (2001) Application of Hough transform for the identification of secondary flow patterns. In: Proc. IEEE region 10 international conference on electrical and electronic technology (TENCON), vol 2, pp 864–868
Zurück zum Zitat Fung YC (1996) Biomechanics: circulation, 2nd edn. Springer-Verlag, New York Fung YC (1996) Biomechanics: circulation, 2nd edn. Springer-Verlag, New York
Zurück zum Zitat Glenn AL (2011) Classification of secondary vortices in a curved pipe model of an artery. Master’s thesis, The George Washington University, Washington Glenn AL (2011) Classification of secondary vortices in a curved pipe model of an artery. Master’s thesis, The George Washington University, Washington
Zurück zum Zitat Gonzalez RC, Woods RE, Eddins SL (2003) Digital image processing using MATLAB. Prentice Hall, New Jersey Gonzalez RC, Woods RE, Eddins SL (2003) Digital image processing using MATLAB. Prentice Hall, New Jersey
Zurück zum Zitat Himburg HA, Friedman MH (2006) Correspondence of low mean shear and high harmonic content in the porcine iliac arteries. Trans ASME. J Biomed Eng 128:852–856. doi:10.1115/1.2354211 CrossRef Himburg HA, Friedman MH (2006) Correspondence of low mean shear and high harmonic content in the porcine iliac arteries. Trans ASME. J Biomed Eng 128:852–856. doi:10.​1115/​1.​2354211 CrossRef
Zurück zum Zitat Himburg HA, Grzybowski DM, Hazel AL, LaMack JA, Li X-M, Friedman MH (2004) Spatial comparison between wall shear stress measures and porcine arterial endothelial permeability. Am J Physiol Heart Circ Physiol 286:H1916–H1922CrossRef Himburg HA, Grzybowski DM, Hazel AL, LaMack JA, Li X-M, Friedman MH (2004) Spatial comparison between wall shear stress measures and porcine arterial endothelial permeability. Am J Physiol Heart Circ Physiol 286:H1916–H1922CrossRef
Zurück zum Zitat Hoi Y, Zhou Y-Q, Zhang X, Henkelman RM, Steinman DA (2011) Correlation between local hemodynamics and lesion distribution in a novel aortic regurgitation murine model of atherosclerosis. Ann Biomed Eng 39:1414–1422. doi:10.1007/s10439-011-0255-z CrossRef Hoi Y, Zhou Y-Q, Zhang X, Henkelman RM, Steinman DA (2011) Correlation between local hemodynamics and lesion distribution in a novel aortic regurgitation murine model of atherosclerosis. Ann Biomed Eng 39:1414–1422. doi:10.​1007/​s10439-011-0255-z CrossRef
Zurück zum Zitat Holdsworth D, Norley CJ, Frayne R, Steinman DA, Rutt BK (1999) Characterization of common carotid artery blood-flow waveforms in normal human subjects. Physiol Meas 20(3):219–240CrossRef Holdsworth D, Norley CJ, Frayne R, Steinman DA, Rutt BK (1999) Characterization of common carotid artery blood-flow waveforms in normal human subjects. Physiol Meas 20(3):219–240CrossRef
Zurück zum Zitat Houston JG, Gandy SJ, Sheppard DG, Dick JB, Belch JJ, Stonebridge PA (2003) Two-dimensional flow quantitative MRI of aortic arch blood flow patterns: effect of age, sex, and presence of carotid atheromatous disease on prevalence of spiral blood flow. J Magn Reson Imaging 18:169–174CrossRef Houston JG, Gandy SJ, Sheppard DG, Dick JB, Belch JJ, Stonebridge PA (2003) Two-dimensional flow quantitative MRI of aortic arch blood flow patterns: effect of age, sex, and presence of carotid atheromatous disease on prevalence of spiral blood flow. J Magn Reson Imaging 18:169–174CrossRef
Zurück zum Zitat Houston JG, Gandy SJ, Milne W, Dick JB, Belch JJ, Stonebridge PA (2004) Spiral laminar flow in the abdominal aorta: a predictor of renal impairment deterioration in patients with renal artery stenosis? Nephrol Dial Transpl 19:1786–1791CrossRef Houston JG, Gandy SJ, Milne W, Dick JB, Belch JJ, Stonebridge PA (2004) Spiral laminar flow in the abdominal aorta: a predictor of renal impairment deterioration in patients with renal artery stenosis? Nephrol Dial Transpl 19:1786–1791CrossRef
Zurück zum Zitat Jarrahi M, Castelain C, Peerhossain H (2011) Secondary flow patterns and mixing in laminar pulsating flow through a curved pipe. Expe Fluids 50:1539–1558CrossRef Jarrahi M, Castelain C, Peerhossain H (2011) Secondary flow patterns and mixing in laminar pulsating flow through a curved pipe. Expe Fluids 50:1539–1558CrossRef
Zurück zum Zitat Kailas SV, Narasimha R (1999) The eduction of structures from flow imagery using wavelets: Part i. The mixing layer. Exp Fluids 27:275–290CrossRef Kailas SV, Narasimha R (1999) The eduction of structures from flow imagery using wavelets: Part i. The mixing layer. Exp Fluids 27:275–290CrossRef
Zurück zum Zitat Karino T, Goldsmith HL, Motomiya M, Mabuchi S, Sohara Y (1987) Flow patterns in vessels of simple and complex geometries. Ann N Y Acad Sci 516:422–441CrossRef Karino T, Goldsmith HL, Motomiya M, Mabuchi S, Sohara Y (1987) Flow patterns in vessels of simple and complex geometries. Ann N Y Acad Sci 516:422–441CrossRef
Zurück zum Zitat Kim SH, Kim HJ, Han SW, Jung SM, Kim JS, Chee HK, Ryu KH (2009) A fractured sirolimus-eluting stent with a coronary aneurysm. Ann Thorac Surg 88:664–665CrossRef Kim SH, Kim HJ, Han SW, Jung SM, Kim JS, Chee HK, Ryu KH (2009) A fractured sirolimus-eluting stent with a coronary aneurysm. Ann Thorac Surg 88:664–665CrossRef
Zurück zum Zitat Lantz J, Karlsson M (2012) Large eddy simulation of LDL surface concentration in a subject specific human aorta. J Biomech 45:537–542CrossRef Lantz J, Karlsson M (2012) Large eddy simulation of LDL surface concentration in a subject specific human aorta. J Biomech 45:537–542CrossRef
Zurück zum Zitat Lewalle J (1998) Three lectures on the application of wavelets to experimental data analysis. In: Breugelmans FAE (ed) von Karman institute lecture series on advanced measurement techniques, VKI LS 1998–06. The von Karman Institute for Fluid Dynamics, Belgium Lewalle J (1998) Three lectures on the application of wavelets to experimental data analysis. In: Breugelmans FAE (ed) von Karman institute lecture series on advanced measurement techniques, VKI LS 1998–06. The von Karman Institute for Fluid Dynamics, Belgium
Zurück zum Zitat Lewalle J, Peel FW, Murphy SJ (1995) Wavelet analysis of olfactory nerve response to stimulus. J Theor Biol 177:215–236CrossRef Lewalle J, Peel FW, Murphy SJ (1995) Wavelet analysis of olfactory nerve response to stimulus. J Theor Biol 177:215–236CrossRef
Zurück zum Zitat Lieber BB (2000) Arterial macrocirculatory hemodynamics. In: Bronzino JD (ed) The biomedical engineering hand book, vol 1, 2nd edn. CRC Press, Boca Raton Lieber BB (2000) Arterial macrocirculatory hemodynamics. In: Bronzino JD (ed) The biomedical engineering hand book, vol 1, 2nd edn. CRC Press, Boca Raton
Zurück zum Zitat Lyne WH (1970) Unsteady flow in a curved pipe. J Fluid Mech 45:13–31CrossRef Lyne WH (1970) Unsteady flow in a curved pipe. J Fluid Mech 45:13–31CrossRef
Zurück zum Zitat Malek AM, Alper SL, Izumo S (1999) Hemodynamic shear stress and its role in atherosclerosis. JAMA 282(21):2035–2042CrossRef Malek AM, Alper SL, Izumo S (1999) Hemodynamic shear stress and its role in atherosclerosis. JAMA 282(21):2035–2042CrossRef
Zurück zum Zitat Mallubhotla H, Belfort G, Edelstein WA, Early TA (2001) Dean vortex stability using magnetic resonance flow imaging and numerical analysis. AIChE J 47(5):1126–1139CrossRef Mallubhotla H, Belfort G, Edelstein WA, Early TA (2001) Dean vortex stability using magnetic resonance flow imaging and numerical analysis. AIChE J 47(5):1126–1139CrossRef
Zurück zum Zitat Nair RN, Quadros K (2011) Coronary stent fracture: a review of the literature. Card Cath Lab Dir 1:32–38CrossRef Nair RN, Quadros K (2011) Coronary stent fracture: a review of the literature. Card Cath Lab Dir 1:32–38CrossRef
Zurück zum Zitat Neto AM (2007) Pearson’s correlation coefficient for discarding redundant information in real time autonomous navigation system. In: 16th IEEE international conference on control applications, part of IEEE multi-conference on systems and control, pp 426–431 Neto AM (2007) Pearson’s correlation coefficient for discarding redundant information in real time autonomous navigation system. In: 16th IEEE international conference on control applications, part of IEEE multi-conference on systems and control, pp 426–431
Zurück zum Zitat Ponzini R, Vergara C, Rizzo G, Veneziani A, Roghi A, Vanzulli A, Parodi O, Redaelli A (2010) Womersley number-based estimates of blood flow rate in Doppler analysis: in vivo validation by means of phase-contrast MRI. IEEE Trans Biomed Eng 57(7):1807–1815CrossRef Ponzini R, Vergara C, Rizzo G, Veneziani A, Roghi A, Vanzulli A, Parodi O, Redaelli A (2010) Womersley number-based estimates of blood flow rate in Doppler analysis: in vivo validation by means of phase-contrast MRI. IEEE Trans Biomed Eng 57(7):1807–1815CrossRef
Zurück zum Zitat Popma JJ, Tiroch K, Almonacid A, Cohen S, Kandzari DE, Leon MB (2009) A qualitative and quantitative angiographic analysis of stent fracture late following sirolimus-eluting stent implantation. Am J Cardiol 103(7):923–929CrossRef Popma JJ, Tiroch K, Almonacid A, Cohen S, Kandzari DE, Leon MB (2009) A qualitative and quantitative angiographic analysis of stent fracture late following sirolimus-eluting stent implantation. Am J Cardiol 103(7):923–929CrossRef
Zurück zum Zitat Rindt CMM, van Steenhoven AA, Janssen JD, Vossers G (1991) Unsteady entrance flow in a 90° curved tube. J Fluid Mech 226:445–474CrossRef Rindt CMM, van Steenhoven AA, Janssen JD, Vossers G (1991) Unsteady entrance flow in a 90° curved tube. J Fluid Mech 226:445–474CrossRef
Zurück zum Zitat Robinson SK (1991) Coherent motions in the turbulent boundary layer. Annu Rev Fluid Mech 23:601–639CrossRef Robinson SK (1991) Coherent motions in the turbulent boundary layer. Annu Rev Fluid Mech 23:601–639CrossRef
Zurück zum Zitat Schram C, Riethmuller ML (2001) Vortex ring evolution in an impulsively started jet using digital particle image velocimetry and continuous wavelet analysis. Meas Sci Technol 12:1413–1421CrossRef Schram C, Riethmuller ML (2001) Vortex ring evolution in an impulsively started jet using digital particle image velocimetry and continuous wavelet analysis. Meas Sci Technol 12:1413–1421CrossRef
Zurück zum Zitat Sengupta PP, Burke R, Khandheria BK, Belohlavek M (2008) Following the flow in chambers. Heart Failure Clin 4:325–332CrossRef Sengupta PP, Burke R, Khandheria BK, Belohlavek M (2008) Following the flow in chambers. Heart Failure Clin 4:325–332CrossRef
Zurück zum Zitat Stonebridge P, Brophy CM (1991) Spiral laminar flow in arteries? Lancet 338:1360–1361CrossRef Stonebridge P, Brophy CM (1991) Spiral laminar flow in arteries? Lancet 338:1360–1361CrossRef
Zurück zum Zitat Stonebridge PA, Hoskins PR, Allan PL, Belch JF (1996) Spiral laminar flow in vivo. Clin Sci 91:17–21 Stonebridge PA, Hoskins PR, Allan PL, Belch JF (1996) Spiral laminar flow in vivo. Clin Sci 91:17–21
Zurück zum Zitat Sudo K, Sumida M, Yamane R (1992) Secondary motion of fully developed oscillatory flow in a curved pipe. J Fluid Mech 237:189–208CrossRef Sudo K, Sumida M, Yamane R (1992) Secondary motion of fully developed oscillatory flow in a curved pipe. J Fluid Mech 237:189–208CrossRef
Zurück zum Zitat Thiriet M, Parker KH (2009) Physiology and pathology of the cardiovascular system: a physical perspective. In: Formaggia L, Quarteroni A, Veneziani A (eds) Cardiovascular mathematics: modeling and simulation of the circulatory system, vol 1. Springer-Verlag, New York Thiriet M, Parker KH (2009) Physiology and pathology of the cardiovascular system: a physical perspective. In: Formaggia L, Quarteroni A, Veneziani A (eds) Cardiovascular mathematics: modeling and simulation of the circulatory system, vol 1. Springer-Verlag, New York
Zurück zum Zitat Timité B, Castelian C, Peerhossaini H (2010) Pulsatile viscous flow in a curved pipe: effects of pulsation on the development of secondary flow. Int J Heat Fluid Flow 31:879–896CrossRef Timité B, Castelian C, Peerhossaini H (2010) Pulsatile viscous flow in a curved pipe: effects of pulsation on the development of secondary flow. Int J Heat Fluid Flow 31:879–896CrossRef
Zurück zum Zitat Varun AV, Balasubraminian K, Sujith RI (2008) An automated vortex detection scheme using the wavelet transform of the \(d_2\) field. Exp Fluids 45:857–868CrossRef Varun AV, Balasubraminian K, Sujith RI (2008) An automated vortex detection scheme using the wavelet transform of the \(d_2\) field. Exp Fluids 45:857–868CrossRef
Zurück zum Zitat Womersley JR (1955) Method for the calculation of velocity, rate of flow and viscous drag in arteries when the pressure gradient is known. J Physiol 1:553–563 Womersley JR (1955) Method for the calculation of velocity, rate of flow and viscous drag in arteries when the pressure gradient is known. J Physiol 1:553–563
Zurück zum Zitat Yang GZ, Mohiaddin RH (1999) Automatic tracking of vortical flow patterns with MR velocity mapping. In: Seventh international conference on image processing and its applications (VIZ ’98), pp 407–410 Yang GZ, Mohiaddin RH (1999) Automatic tracking of vortical flow patterns with MR velocity mapping. In: Seventh international conference on image processing and its applications (VIZ ’98), pp 407–410
Metadaten
Titel
Determination of secondary flow morphologies by wavelet analysis in a curved artery model with physiological inflow
verfasst von
Kartik V. Bulusu
Shadman Hussain
Michael W. Plesniak
Publikationsdatum
01.11.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Experiments in Fluids / Ausgabe 11/2014
Print ISSN: 0723-4864
Elektronische ISSN: 1432-1114
DOI
https://doi.org/10.1007/s00348-014-1832-3

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