Feasibility of in vivo measurement of carotid wall shear rate using spiral Fourier velocity encoded MRI

Magnetic Resonance in Medicine

Volumn 63, Issue 6, 2010, Pages 1537-1547

  Carvalho, Joao L A ^a,b   Nielsen, Jon Fredrik ^a,c   Nayak, Krishna S ^a  

^a University of Southern California ^*  (United States)

^b UNIVERSITY OF BRASILIA   (Brazil)

^c UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Carotid artery disease; Magnetic resonance imaging; Oscillatory shear index; Spiral Fourier velocity encoding; Wall shear stress

Indexed keywords

COMPUTATIONAL FLUID DYNAMICS; ENCODING (SYMBOLS); FOURIER TRANSFORMS; GRAPHIC METHODS; MAGNETIC RESONANCE IMAGING; PHANTOMS; SHEAR DEFORMATION; SHEAR STRESS; SIGNAL ENCODING; SIGNAL TO NOISE RATIO; VELOCITY;

ATHEROSCLEROTIC PLAQUE; CAROTID ARTERY; COMPUTATIONAL FLUID DYNAMICS SIMULATIONS; FOURIER VELOCITY ENCODING; HIGH SPATIAL RESOLUTION; OSCILLATORY SHEAR INDEX; PARTIAL VOLUME EFFECT; WALL SHEAR STRESS;

SHEAR FLOW;

ARTERY WALL; ARTICLE; BLOOD VESSEL WALL; CAROTID ARTERY; COMPUTATIONAL FLUID DYNAMICS; CONTROLLED STUDY; FEASIBILITY STUDY; FOURIER ANALYSIS; HISTOGRAM; HUMAN; IN VIVO STUDY; NUCLEAR MAGNETIC RESONANCE IMAGING; SHEAR RATE; SHEAR STRESS; SIGNAL NOISE RATIO; BLOOD FLOW VELOCITY; EVALUATION STUDY; PROCEDURES; RADIOGRAPHY; SENSITIVITY AND SPECIFICITY; SHEAR STRENGTH;

BLOOD FLOW VELOCITY; CAROTID ARTERIES; FEASIBILITY STUDIES; HUMANS; MAGNETIC RESONANCE IMAGING; SENSITIVITY AND SPECIFICITY; SHEAR STRENGTH;

EID: 77952729434     PISSN: 07403194     EISSN: 15222594     Source Type: Journal    
DOI: 10.1002/mrm.22325     Document Type: Article

References (51)

1. Zarins CK, Giddens DP, Bharadvaj BK, Sottiurai VS, Mabon RF, Glagov S. Carotid bifurcation atherosclerosis: quantitative correlation of plaque localization with flow velocity profiles and wall shear stress. Circ Res 1983;53:502-514.
2. Tang D, Yang C, Mondal S, Liu F, Canton G, Hatsukami T, Yuan C. A negative correlation between human carotid atherosclerotic plaque progression and plaque wall stress: in vivo MRI-based 2D/3D FSI models. J Biomech 2008;41:727-736.
3. Ku DN, Giddens DP, Zarins CK, Glagov S. Pulsatile flow and atherosclerosis in the human carotid bifurcation: positive correlation between plaque location and low oscillating shear stress. Arterioscler Thromb Vasc Biol 1985;5:293-302.
4. Dai G, Kaazempur-Mofrad MR, Natarajan S, Zhang Y, Vaughn S, Blackman BR, Kamm RD, Garcia-Cardena G, Gimbrone MA Jr. Distinct endothelial phenotypes evoked by arterial waveforms derived from atherosclerosis-susceptible and -resistant regions of human vasculature. Proc Natl Acad Sci USA 2004;101:14871-14876.
5. Thubrikar MJ, Robicsek F. Pressure-induced arterial wall stress and atherosclerosis. Ann Thorac Surg 1995;59:1594-1603.
6. Adamson SL, Roach MR. Measurement of wall shear stress in a glass renal bifurcation technique that monitors the erosion of an opaque coating layer. Biorheology 1981;18:9-21.
7. Ling SC, Atabek HB, Fry DL, Patel DJ, Janicki JS. Application of heated-film velocity and shear probes to hemodynamic studies. Circ Res 1968;23:789-801.
8. Hsiai TK, Cho SK, Wong PK, Ing MH, Salazar A, Hama S, Navab M, Demer LL, Ho CM. Micro sensors: linking inflammatory responses with oscillatory shear stress. Ann Biomed Eng 2004;32:189-201.
9. Lou Z, Yang WJ, Stein PD. Errors in the estimation of arterial wall shear rates that result from curve fitting of velocity profiles. J Biomech 1993;26:383-390. (Pubitemid 23226646)
10. Brands PJ, Hoeks AP, Hofstra L, Reneman RS. A noninvasive method to estimate wall shear rate using ultrasound. Ultrasound Med Biol 1995;21:171-185.
11. Barker AJ, Zhang F, Gates PE, Mazzaro LA, Fulford J, Lanning CJ, Shandas R. Wall shear stress measurement error in the common carotid artery: a dual modality study. In: Proc, International Society for Magnetic Resonance in Medicine, 17th Annual Meeting, Honolulu, 2009. p 3784.
12. Stokholm R, Oyre S, Ringgaard S, Flaagoy H, Paaske WP, Pedersen EM. Determination ofwall shear rate in the human carotid artery by magnetic resonance techniques. Eur J Vasc Endovasc Surg 2000;20:427-433. (Pubitemid 32051127)
13. Oshinski JN, Curtin JL, Loth F. Mean-average wall shear stress measurements in the common carotid artery. J Cardiovasc Magn Reson 2006;8:717-722. (Pubitemid 44195993)
14. Sui B, Gao P, Lin Y, Gao B, Liu L, An J. Assessment ofwall shear stress in the common carotid artery of healthy subjects using 3.0-tesla magnetic resonance. Acta Radiol 2008; 49:442-449.
15. Markl M, Wegent F, Bauer S, Stalder AF, Frydrychowicz A, Weiller C, Schumacher M, Harloff A. Three-dimensional assessment of wall shear stress distribution in the carotid bifurcation. In: Proc, International Society for Magnetic Resonance in Medicine, 17th Annual Meeting, Honolulu, 2009. p 323.
16. Duivenvoorden R, de Groot E, van Bavel E, Amri R, Stroes E, Lameris J, Kastelein J, Nederveen AJ. 3.0 Tesla MRI common carotid wall shear stress measurements: correlations with common carotid arterial wall thickness. In: Proc, International Society for Magnetic Resonance in Medicine, 17th Annual Meeting, Honolulu, 2009. p 1842.
17. Tang C, Blatter DD, Parker DL. Accuracy of phase-contrast flow measurements in the presence of partial-volume effects. J Magn Reson Imaging 1993;3:377-385.
18. Boussel L, Rayz V, Martin A, Acevedo-Bolton G, Lawton MT, Higashida R, Smith WS, Young WL, Saloner D. Phase-contrast magnetic resonance imaging measurements in intracranial aneurysms in vivo of flow patterns, velocity fields, and wall shear stress: comparison with computational fluid dynamics. Magn Reson Med 2009;61: 409-417.
19. Harloff A, Albrecht F, Spreer J, Stalder AF, Bock J, Frydrychowicz A, Schollhorn J, Hetzel A, Schumacher M, Hennig J, Markl M. 3D blood flow characteristics in the carotid artery bifurcation assessed by flow-sensitive 4D MRI at 3T. Magn Reson Med 2009;61:65-74.
20. Steinman DA, Thomas JB, Ladak HM, Milner JS, Rutt BK, Spence JD. Reconstruction of carotid bifurcation hemodynamics and wall thickness using computational fluid dynamics and MRI. Magn Reson Med 2002;47:149-159. (Pubitemid 34019704)
21. Papathanasopoulou P, Zhao S, Köhler U, Robertson MB, Long Q, Hoskins P, Xu XY, Marshall I. MRI measurement of time-resolved wall shear stress vectors in a carotid bifurcation model, and comparisonwith CFD predictions. J Magn Reson Imaging 2003;17:153-162. (Pubitemid 36151002)
22. Kim CS, Kiris C, Kwak D, David T. Numerical simulation of local blood flow in the carotid and cerebral arteries under altered gravity. J Biomed Eng 2006;128:194-202.
23. Frayne R, Rutt BK. Measurement of fluid-shear rate by Fourier-encoded velocity imaging. Magn Reson Med 1995;34:378-387.
24. Moran PR. A flow velocity zeugmatographic interlace for NMR imaging in humans. Magn Reson Imaging 1982;1:197-203.
25. Carvalho JLA, Nayak KS. Rapid quantitation of cardiovascular flow using slice-selective Fourier velocity encoding with spiral readouts. Magn Reson Med 2007;57:639-646.
26. Ai L, Rouhanizadeh M, Wu JC, Takabe W, Yu H, Alavi M, Li R, Chu Y, Miller J, Heistad DD, Hsiai TK. Shear stress influences spatial variations in vascular Mn-SOD expression: implication for LDL nitration. Am J Physiol Cell Physiol 2008;294:1576-1585.
27. He X, Ku DN. Pulsatile flow in the human left coronary artery bifurcation: average conditions. J Biomech Eng 1996;118:74-82. (Pubitemid 26087285)
28. Samijo SK, Willigers JM, Barkhuysen R, Kitslaar PJEHM, Reneman RS, Brands PJ, Hoeks APG. Wall shear stress in the human common carotid artery as function of age and gender. Cardiovasc Res 1998;39:515-522. (Pubitemid 28346547)
29. Malek AM, Alper SL, Izumo S. Hemodynamic shear stress and its role in atherosclerosis. JAMA 1999;282:2035-2042.
30. Ding Z, Wang K, Li J, Cong X. Flow field and oscillatory shear stress in a tuning-fork-shaped model of the average human carotid bifurcation. J Biomech 2001;34:1555-1562. (Pubitemid 33041371)
31. Reneman RS, Arts T, Hoeks APG. Wall shear stress - an important determinant of endothelial cell function and structure - in the arterial system in vivo: discrepancies with theory. J Vasc Res 2006;43: 251-269. (Pubitemid 44257044)
32. Nishimura DG, Irarrazabal P, Meyer CH. A velocity k-space analysis of flow effects in echo-planar and spiral imaging. Magn Reson Med 1995;33:549-556.
33. Tsai CM, Nishimura DG. Reduced aliasing artifacts using variable-density k-space sampling trajectories. Magn Reson Med 2000;43: 452-458.
34. Ghalichi F, Deng X, De Champlain A, Douville Y, King M, Guidoin R. Low Reynolds number turbulence modeling of blood flow in arterial stenoses. Biorheology 1998;35:281-294. (Pubitemid 29215048)
35. Stroud JS, Berger SA, Saloner D. Numerical analysis of flow through a severely stenotic carotid artery bifurcation. J Biomech Eng 2002;124: 9-20. (Pubitemid 34165109)
36. Ghalichi F,DengX. Turbulence detection in a stenosed artery bifurcation by numerical simulation of pulsatile blood flow using the low-Reynolds number turbulence model. Biorheology 2003;40:637-654.
37. Tortoli P, Michelassi V, Bambi G, Guidi F, Righi D. Interaction between secondary velocities, flow pulsation and vessel morphology in the common carotid artery. Ultrasound Med Biol 2003;29:407-415. (Pubitemid 36434329)
38. Younis BA, Berger SA. A turbulence model for pulsatile arterial flows. J Biomech Eng 2004;126:578-584.
39. Nayler GL, Firmin DN, Longmore DB. Blood flow imaging by cine magnetic resonance. J Comput Assist Tomogr 1986;10:715-722. (Pubitemid 16020595)
40. Chemla D, Demolis P, Thyrault M, Annane D, Lecarpentier Y, Giudicelli JF. Blood flow acceleration in the carotid and brachial arteries of healthy volunteers: respective contributions of cardiac performance and local resistance. Fundam Clin Pharmacol 1996;10:393-399. (Pubitemid 26259796)
41. Carvalho JLA, Nayak KS. Accelerated spiral Fourier velocity encoded imaging. In: Proc, International Society for Magnetic Resonance in Medicine, 15th Annual Meeting, Berlin, 2007. p 588.
42. Hansen MS, Baltes C, Tsao J, Kozerke S, Pruessmann KP, Boesiger P, Pedersen EM. Accelerated dynamic Fourier velocity encoding by exploiting velocity-spatio-temporal correlations. MAGMA 2004;17:86-94.
43. DiCarlo JC, Hargreaves BA, Nayak KS, Hu BS, Pauly JM, Nishimura DG. Variable-density one-shot Fourier velocity encoding. Magn Reson Med 2005;54:645-655.
44. Macgowan CK, Madore B. Application of UNFOLD to real-time Fourier velocity encoding. In: Proc, International Society for Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, 2006. p 872.
45. Carvalho JLA, DiCarlo JC, Kerr AB, Nayak KS. Reconstruction of variable-density data in Fourier velocity encoding. In: Proc, International Society for Magnetic Resonance in Medicine, 15th Annual Meeting, Berlin, 2007. p 2514.
46. Gamper U, Boesiger P, Kozerke S. Compressed sensing in dynamic MRI. Magn Reson Med 2008;59:365-373.
47. Irarrazabal P, Nishimura DG. Fast three-dimensional magnetic resonance imaging. Magn Reson Med 1995;33:656-662.
48. Weiger M, Pruessmann KP, Boesiger P. 2D SENSE for faster 3D MRI. MAGMA 2002;14:10-19.
49. Blaimer M, Breuer FA, Mueller M, Seiberlich N, Ebel D,Heidemann RM, Griswold MA, Jakob PM. 2D-GRAPPA-operator for faster 3D parallel MRI. Magn Reson Med 2006;56:1359-1364.
50. Kozerke S, Tsao J, Razavi R, Boesiger P. Accelerating cardiac cine 3D imaging using k-t BLAST. Magn Reson Med 2004;52:19-26. (Pubitemid 39295251)
51. Lustig M, Donoho DL, Pauly JM. Sparse MRI: the application of compressed sensing for rapid MR imaging. Magn ResonMed 2007;58:1182-1195. (Pubitemid 350234205)