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Published in: Journal of Cardiovascular Magnetic Resonance 1/2009

Open Access 01-12-2009 | Review

Diffusion MR tractography of the heart

Authors: David E Sosnovik, Ruopeng Wang, Guangping Dai, Timothy G Reese, Van J Wedeen

Published in: Journal of Cardiovascular Magnetic Resonance | Issue 1/2009

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Abstract

Histological studies have shown that the myocardium consists of an array of crossing helical fiber tracts. Changes in myocardial fiber architecture occur in ischemic heart disease and heart failure, and can be imaged non-destructively with diffusion-encoded MR. Several diffusion-encoding schemes have been developed, ranging from scalar measurements of mean diffusivity to a 6-dimensional imaging technique known as diffusion spectrum imaging or DSI. The properties of DSI make it particularly suited to the generation of 3-dimensional tractograms of myofiber architecture. In this article we review the physical basis of diffusion-tractography in the myocardium and the attributes of the available techniques, placing particular emphasis on DSI. The application of DSI in ischemic heart disease is reviewed, and the requisites for widespread clinical translation of diffusion MR tractography in the heart are discussed.
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Literature
1.
go back to reference Sosnovik DE, Nahrendorf M, Weissleder R: Molecular magnetic resonance imaging in cardiovascular medicine. Circulation. 2007, 115: 2076-2086. 10.1161/CIRCULATIONAHA.106.658930.CrossRefPubMed Sosnovik DE, Nahrendorf M, Weissleder R: Molecular magnetic resonance imaging in cardiovascular medicine. Circulation. 2007, 115: 2076-2086. 10.1161/CIRCULATIONAHA.106.658930.CrossRefPubMed
2.
go back to reference Nahrendorf M, Sosnovik DE, French BA, Swirski FK, Bengel F, Sadeghi MM, Lindner JR, Wu JC, Kraitchman DL, Fayad ZA, Sinusas AJ: Multimodality Cardiovascular Molecular Imaging, Part II. Circ Cardiovasc Imaging. 2009, 2: 56-70. 10.1161/CIRCIMAGING.108.839092.PubMedCentralCrossRefPubMed Nahrendorf M, Sosnovik DE, French BA, Swirski FK, Bengel F, Sadeghi MM, Lindner JR, Wu JC, Kraitchman DL, Fayad ZA, Sinusas AJ: Multimodality Cardiovascular Molecular Imaging, Part II. Circ Cardiovasc Imaging. 2009, 2: 56-70. 10.1161/CIRCIMAGING.108.839092.PubMedCentralCrossRefPubMed
3.
go back to reference Sosnovik DE, Nahrendorf M, Weissleder R: Targeted imaging of myocardial damage. Nat Clin Pract Cardiovasc Med. 2008, 5 (Suppl 2): S63-70. 10.1038/ncpcardio1115.PubMedCentralCrossRefPubMed Sosnovik DE, Nahrendorf M, Weissleder R: Targeted imaging of myocardial damage. Nat Clin Pract Cardiovasc Med. 2008, 5 (Suppl 2): S63-70. 10.1038/ncpcardio1115.PubMedCentralCrossRefPubMed
4.
go back to reference Assomull RG, Pennell DJ, Prasad SK: Cardiovascular magnetic resonance in the evaluation of heart failure. Heart. 2007, 93: 985-992. 10.1136/hrt.2003.025304.PubMedCentralCrossRefPubMed Assomull RG, Pennell DJ, Prasad SK: Cardiovascular magnetic resonance in the evaluation of heart failure. Heart. 2007, 93: 985-992. 10.1136/hrt.2003.025304.PubMedCentralCrossRefPubMed
5.
go back to reference Lockie T, Nagel E, Redwood S, Plein S: Use of cardiovascular magnetic resonance imaging in acute coronary syndromes. Circulation. 2009, 119: 1671-1681. 10.1161/CIRCULATIONAHA.108.816512.PubMedCentralCrossRefPubMed Lockie T, Nagel E, Redwood S, Plein S: Use of cardiovascular magnetic resonance imaging in acute coronary syndromes. Circulation. 2009, 119: 1671-1681. 10.1161/CIRCULATIONAHA.108.816512.PubMedCentralCrossRefPubMed
6.
go back to reference Buckberg GD, Weisfeldt ML, Ballester M, Beyar R, Burkhoff D, Coghlan HC, Doyle M, Epstein ND, Gharib M, Ideker RE, Ingels NB, LeWinter MM, McCulloch AD, Pohost GM, Reinlib LJ, Sahn DJ, Sopko G, Spinale FG, Spotnitz HM, Torrent-Guasp F, Shapiro EP: Left ventricular form and function: scientific priorities and strategic planning for development of new views of disease. Circulation. 2004, 110: e333-336. 10.1161/01.CIR.0000143625.56882.5C.CrossRefPubMed Buckberg GD, Weisfeldt ML, Ballester M, Beyar R, Burkhoff D, Coghlan HC, Doyle M, Epstein ND, Gharib M, Ideker RE, Ingels NB, LeWinter MM, McCulloch AD, Pohost GM, Reinlib LJ, Sahn DJ, Sopko G, Spinale FG, Spotnitz HM, Torrent-Guasp F, Shapiro EP: Left ventricular form and function: scientific priorities and strategic planning for development of new views of disease. Circulation. 2004, 110: e333-336. 10.1161/01.CIR.0000143625.56882.5C.CrossRefPubMed
7.
go back to reference Buckberg G, Hoffman JI, Mahajan A, Saleh S, Coghlan C: Cardiac mechanics revisited: the relationship of cardiac architecture to ventricular function. Circulation. 2008, 118: 2571-2587. 10.1161/CIRCULATIONAHA.107.754424.CrossRefPubMed Buckberg G, Hoffman JI, Mahajan A, Saleh S, Coghlan C: Cardiac mechanics revisited: the relationship of cardiac architecture to ventricular function. Circulation. 2008, 118: 2571-2587. 10.1161/CIRCULATIONAHA.107.754424.CrossRefPubMed
8.
go back to reference Kramer CM: Insights into Myocardial Microstructure During Infarct Healing and Remodeling: Pathologists Need Not Apply. Circ Cardiovasc Imaging. 2009, 2: 4-5. 10.1161/CIRCIMAGING.108.841619.CrossRefPubMed Kramer CM: Insights into Myocardial Microstructure During Infarct Healing and Remodeling: Pathologists Need Not Apply. Circ Cardiovasc Imaging. 2009, 2: 4-5. 10.1161/CIRCIMAGING.108.841619.CrossRefPubMed
9.
go back to reference Streeter DD, Spotnitz HM, Patel DP, Ross J, Sonnenblick EH: Fiber orientation in the canine left ventricle during diastole and systole. Circ Res. 1969, 24: 339-347.CrossRefPubMed Streeter DD, Spotnitz HM, Patel DP, Ross J, Sonnenblick EH: Fiber orientation in the canine left ventricle during diastole and systole. Circ Res. 1969, 24: 339-347.CrossRefPubMed
10.
go back to reference Streeter DD, Hanna WT: Engineering mechanics for successive states in canine left ventricular myocardium. II. Fiber angle and sarcomere length. Circ Res. 1973, 33: 656-664.CrossRefPubMed Streeter DD, Hanna WT: Engineering mechanics for successive states in canine left ventricular myocardium. II. Fiber angle and sarcomere length. Circ Res. 1973, 33: 656-664.CrossRefPubMed
11.
go back to reference LeGrice IJ, Smaill BH, Chai LZ, Edgar SG, Gavin JB, Hunter PJ: Laminar structure of the heart: ventricular myocyte arrangement and connective tissue architecture in the dog. Am J Physiol. 1995, 269: H571-582.PubMed LeGrice IJ, Smaill BH, Chai LZ, Edgar SG, Gavin JB, Hunter PJ: Laminar structure of the heart: ventricular myocyte arrangement and connective tissue architecture in the dog. Am J Physiol. 1995, 269: H571-582.PubMed
12.
go back to reference Dou J, Reese TG, Tseng WY, Wedeen VJ: Cardiac diffusion MRI without motion effects. Magn Reson Med. 2002, 48: 105-114. 10.1002/mrm.10188.CrossRefPubMed Dou J, Reese TG, Tseng WY, Wedeen VJ: Cardiac diffusion MRI without motion effects. Magn Reson Med. 2002, 48: 105-114. 10.1002/mrm.10188.CrossRefPubMed
13.
go back to reference Helm PA, Tseng HJ, Younes L, McVeigh ER, Winslow RL: Ex vivo 3D diffusion tensor imaging and quantification of cardiac laminar structure. Magn Reson Med. 2005, 54: 850-859. 10.1002/mrm.20622.PubMedCentralCrossRefPubMed Helm PA, Tseng HJ, Younes L, McVeigh ER, Winslow RL: Ex vivo 3D diffusion tensor imaging and quantification of cardiac laminar structure. Magn Reson Med. 2005, 54: 850-859. 10.1002/mrm.20622.PubMedCentralCrossRefPubMed
14.
go back to reference Tseng WY, Wedeen VJ, Reese TG, Smith RN, Halpern EF: Diffusion tensor MRI of myocardial fibers and sheets: correspondence with visible cut-face texture. J Magn Reson Imaging. 2003, 17: 31-42. 10.1002/jmri.10223.CrossRefPubMed Tseng WY, Wedeen VJ, Reese TG, Smith RN, Halpern EF: Diffusion tensor MRI of myocardial fibers and sheets: correspondence with visible cut-face texture. J Magn Reson Imaging. 2003, 17: 31-42. 10.1002/jmri.10223.CrossRefPubMed
15.
go back to reference LeGrice IJ, Takayama Y, Covell JW: Transverse shear along myocardial cleavage planes provides a mechanism for normal systolic wall thickening. Circ Res. 1995, 77: 182-193.CrossRefPubMed LeGrice IJ, Takayama Y, Covell JW: Transverse shear along myocardial cleavage planes provides a mechanism for normal systolic wall thickening. Circ Res. 1995, 77: 182-193.CrossRefPubMed
16.
go back to reference Dou J, Tseng WY, Reese TG, Wedeen VJ: Combined diffusion and strain MRI reveals structure and function of human myocardial laminar sheets in vivo. Magn Reson Med. 2003, 50: 107-113. 10.1002/mrm.10482.CrossRefPubMed Dou J, Tseng WY, Reese TG, Wedeen VJ: Combined diffusion and strain MRI reveals structure and function of human myocardial laminar sheets in vivo. Magn Reson Med. 2003, 50: 107-113. 10.1002/mrm.10482.CrossRefPubMed
17.
go back to reference Chen J, Liu W, Zhang H, Lacy L, Yang X, Song SK, Wickline SA, Yu X: Regional ventricular wall thickening reflects changes in cardiac fiber and sheet structure during contraction: quantification with diffusion tensor MRI. Am J Physiol Heart Circ Physiol. 2005, 289: H1898-1907. 10.1152/ajpheart.00041.2005.CrossRefPubMed Chen J, Liu W, Zhang H, Lacy L, Yang X, Song SK, Wickline SA, Yu X: Regional ventricular wall thickening reflects changes in cardiac fiber and sheet structure during contraction: quantification with diffusion tensor MRI. Am J Physiol Heart Circ Physiol. 2005, 289: H1898-1907. 10.1152/ajpheart.00041.2005.CrossRefPubMed
18.
go back to reference Strijkers GJ, Bouts A, Blankesteijn WM, Peeters TH, Vilanova A, van Prooijen MC, Sanders HM, Heijman E, Nicolay K: Diffusion tensor imaging of left ventricular remodeling in response to myocardial infarction in the mouse. NMR Biomed. 2009, 22: 182-190. 10.1002/nbm.1299.CrossRefPubMed Strijkers GJ, Bouts A, Blankesteijn WM, Peeters TH, Vilanova A, van Prooijen MC, Sanders HM, Heijman E, Nicolay K: Diffusion tensor imaging of left ventricular remodeling in response to myocardial infarction in the mouse. NMR Biomed. 2009, 22: 182-190. 10.1002/nbm.1299.CrossRefPubMed
19.
go back to reference Chen J, Song SK, Liu W, McLean M, Allen JS, Tan J, Wickline SA, Yu X: Remodeling of cardiac fiber structure after infarction in rats quantified with diffusion tensor MRI. Am J Physiol Heart Circ Physiol. 2003, 285: H946-954.CrossRefPubMed Chen J, Song SK, Liu W, McLean M, Allen JS, Tan J, Wickline SA, Yu X: Remodeling of cardiac fiber structure after infarction in rats quantified with diffusion tensor MRI. Am J Physiol Heart Circ Physiol. 2003, 285: H946-954.CrossRefPubMed
20.
go back to reference Ripplinger CM, Li W, Hadley J, Chen J, Rothenberg F, Lombardi R, Wickline SA, Marian AJ, Efimov IR: Enhanced transmural fiber rotation and connexin 43 heterogeneity are associated with an increased upper limit of vulnerability in a transgenic rabbit model of human hypertrophic cardiomyopathy. Circ Res. 2007, 101: 1049-1057. 10.1161/CIRCRESAHA.107.161240.PubMedCentralCrossRefPubMed Ripplinger CM, Li W, Hadley J, Chen J, Rothenberg F, Lombardi R, Wickline SA, Marian AJ, Efimov IR: Enhanced transmural fiber rotation and connexin 43 heterogeneity are associated with an increased upper limit of vulnerability in a transgenic rabbit model of human hypertrophic cardiomyopathy. Circ Res. 2007, 101: 1049-1057. 10.1161/CIRCRESAHA.107.161240.PubMedCentralCrossRefPubMed
21.
go back to reference Helm PA, Younes L, Beg MF, Ennis DB, Leclercq C, Faris OP, McVeigh E, Kass D, Miller MI, Winslow RL: Evidence of structural remodeling in the dyssynchronous failing heart. Circ Res. 2006, 98: 125-132. 10.1161/01.RES.0000199396.30688.eb.CrossRefPubMed Helm PA, Younes L, Beg MF, Ennis DB, Leclercq C, Faris OP, McVeigh E, Kass D, Miller MI, Winslow RL: Evidence of structural remodeling in the dyssynchronous failing heart. Circ Res. 2006, 98: 125-132. 10.1161/01.RES.0000199396.30688.eb.CrossRefPubMed
22.
go back to reference Wu EX, Wu Y, Nicholls JM, Wang J, Liao S, Zhu S, Lau CP, Tse HF: MR diffusion tensor imaging study of postinfarct myocardium structural remodeling in a porcine model. Magn Reson Med. 2007, 58: 687-695. 10.1002/mrm.21350.CrossRefPubMed Wu EX, Wu Y, Nicholls JM, Wang J, Liao S, Zhu S, Lau CP, Tse HF: MR diffusion tensor imaging study of postinfarct myocardium structural remodeling in a porcine model. Magn Reson Med. 2007, 58: 687-695. 10.1002/mrm.21350.CrossRefPubMed
23.
go back to reference Wu Y, Chan CW, Nicholls JM, Liao S, Tse HF, Wu EX: MR study of the effect of infarct size and location on left ventricular functional and microstructural alterations in porcine models. J Magn Reson Imaging. 2009, 29: 305-312. 10.1002/jmri.21598.CrossRefPubMed Wu Y, Chan CW, Nicholls JM, Liao S, Tse HF, Wu EX: MR study of the effect of infarct size and location on left ventricular functional and microstructural alterations in porcine models. J Magn Reson Imaging. 2009, 29: 305-312. 10.1002/jmri.21598.CrossRefPubMed
24.
go back to reference Tseng WY, Dou J, Reese TG, Wedeen VJ: Imaging myocardial fiber disarray and intramural strain hypokinesis in hypertrophic cardiomyopathy with MRI. J Magn Reson Imaging. 2006, 23: 1-8. 10.1002/jmri.20473.CrossRefPubMed Tseng WY, Dou J, Reese TG, Wedeen VJ: Imaging myocardial fiber disarray and intramural strain hypokinesis in hypertrophic cardiomyopathy with MRI. J Magn Reson Imaging. 2006, 23: 1-8. 10.1002/jmri.20473.CrossRefPubMed
25.
go back to reference Wu MT, Tseng WY, Su MY, Liu CP, Chiou KR, Wedeen VJ, Reese TG, Yang CF: Diffusion tensor magnetic resonance imaging mapping the fiber architecture remodeling in human myocardium after infarction: correlation with viability and wall motion. Circulation. 2006, 114: 1036-1045. 10.1161/CIRCULATIONAHA.105.545863.CrossRefPubMed Wu MT, Tseng WY, Su MY, Liu CP, Chiou KR, Wedeen VJ, Reese TG, Yang CF: Diffusion tensor magnetic resonance imaging mapping the fiber architecture remodeling in human myocardium after infarction: correlation with viability and wall motion. Circulation. 2006, 114: 1036-1045. 10.1161/CIRCULATIONAHA.105.545863.CrossRefPubMed
26.
go back to reference Wu MT, Su MY, Huang YL, Chiou KR, Yang P, Pan HB, Reese TG, Wedeen VJ, Tseng WY: Sequential Changes of Myocardial Microstructure in Patients Postmyocardial Infarction by Diffusion-Tensor Cardiac MR: Correlation With Left Ventricular Structure and Function. Circ Cardiovasc Imaging. 2009, 2: 32-40. 10.1161/CIRCIMAGING.108.778902.CrossRefPubMed Wu MT, Su MY, Huang YL, Chiou KR, Yang P, Pan HB, Reese TG, Wedeen VJ, Tseng WY: Sequential Changes of Myocardial Microstructure in Patients Postmyocardial Infarction by Diffusion-Tensor Cardiac MR: Correlation With Left Ventricular Structure and Function. Circ Cardiovasc Imaging. 2009, 2: 32-40. 10.1161/CIRCIMAGING.108.778902.CrossRefPubMed
27.
go back to reference Sosnovik DE, Wang R, Dai G, Wang T, Aikawa E, Novikov M, Rosenzweig A, Gilbert RJ, Wedeen VJ: Diffusion Spectrum MRI Tractography Reveals the Presence of a Complex Network of Residual Myofibers in Infarcted Myocardium. Circ Cardiovasc Imaging. 2009, 2: 206-212. 10.1161/CIRCIMAGING.108.815050.PubMedCentralCrossRefPubMed Sosnovik DE, Wang R, Dai G, Wang T, Aikawa E, Novikov M, Rosenzweig A, Gilbert RJ, Wedeen VJ: Diffusion Spectrum MRI Tractography Reveals the Presence of a Complex Network of Residual Myofibers in Infarcted Myocardium. Circ Cardiovasc Imaging. 2009, 2: 206-212. 10.1161/CIRCIMAGING.108.815050.PubMedCentralCrossRefPubMed
28.
go back to reference Hagmann P, Jonasson L, Maeder P, Thiran JP, Wedeen VJ, Meuli R: Understanding diffusion MR imaging techniques: from scalar diffusion-weighted imaging to diffusion tensor imaging and beyond. Radiographics. 2006, 26 (Suppl 1): S205-223. 10.1148/rg.26si065510.CrossRefPubMed Hagmann P, Jonasson L, Maeder P, Thiran JP, Wedeen VJ, Meuli R: Understanding diffusion MR imaging techniques: from scalar diffusion-weighted imaging to diffusion tensor imaging and beyond. Radiographics. 2006, 26 (Suppl 1): S205-223. 10.1148/rg.26si065510.CrossRefPubMed
29.
go back to reference Mukherjee P, Berman JI, Chung SW, Hess CP, Henry RG: Diffusion tensor MR imaging and fiber tractography: theoretic underpinnings. AJNR Am J Neuroradiol. 2008, 29: 632-641. 10.3174/ajnr.A1051.CrossRefPubMed Mukherjee P, Berman JI, Chung SW, Hess CP, Henry RG: Diffusion tensor MR imaging and fiber tractography: theoretic underpinnings. AJNR Am J Neuroradiol. 2008, 29: 632-641. 10.3174/ajnr.A1051.CrossRefPubMed
30.
go back to reference Wedeen VJ, Hagmann P, Tseng WY, Reese TG, Weisskoff RM: Mapping complex tissue architecture with diffusion spectrum magnetic resonance imaging. Magn Reson Med. 2005, 54: 1377-1386. 10.1002/mrm.20642.CrossRefPubMed Wedeen VJ, Hagmann P, Tseng WY, Reese TG, Weisskoff RM: Mapping complex tissue architecture with diffusion spectrum magnetic resonance imaging. Magn Reson Med. 2005, 54: 1377-1386. 10.1002/mrm.20642.CrossRefPubMed
31.
go back to reference Kuo LW, Chen JH, Wedeen VJ, Tseng WY: Optimization of diffusion spectrum imaging and q-ball imaging on clinical MRI system. Neuroimage. 2008, 41: 7-18. 10.1016/j.neuroimage.2008.02.016.CrossRefPubMed Kuo LW, Chen JH, Wedeen VJ, Tseng WY: Optimization of diffusion spectrum imaging and q-ball imaging on clinical MRI system. Neuroimage. 2008, 41: 7-18. 10.1016/j.neuroimage.2008.02.016.CrossRefPubMed
32.
go back to reference Hagmann P, Kurant M, Gigandet X, Thiran P, Wedeen VJ, Meuli R, Thiran JP: Mapping human whole-brain structural networks with diffusion MRI. PLoS ONE. 2007, 2: e597-10.1371/journal.pone.0000597.PubMedCentralCrossRefPubMed Hagmann P, Kurant M, Gigandet X, Thiran P, Wedeen VJ, Meuli R, Thiran JP: Mapping human whole-brain structural networks with diffusion MRI. PLoS ONE. 2007, 2: e597-10.1371/journal.pone.0000597.PubMedCentralCrossRefPubMed
33.
go back to reference Wedeen VJ, Wang RP, Schmahmann JD, Benner T, Tseng WY, Dai G, Pandya DN, Hagmann P, D'Arceuil H, de Crespigny AJ: Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers. Neuroimage. 2008, 41: 1267-1277. 10.1016/j.neuroimage.2008.03.036.CrossRefPubMed Wedeen VJ, Wang RP, Schmahmann JD, Benner T, Tseng WY, Dai G, Pandya DN, Hagmann P, D'Arceuil H, de Crespigny AJ: Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers. Neuroimage. 2008, 41: 1267-1277. 10.1016/j.neuroimage.2008.03.036.CrossRefPubMed
34.
go back to reference Stejskal EO, Tanner JE: Spin diffusion measurements: Spin echoes in the presence of a time- dependent field gradient. The Journal of Chemical Physics. 1965, 42: 288-292. 10.1063/1.1695690.CrossRef Stejskal EO, Tanner JE: Spin diffusion measurements: Spin echoes in the presence of a time- dependent field gradient. The Journal of Chemical Physics. 1965, 42: 288-292. 10.1063/1.1695690.CrossRef
35.
go back to reference Garrido L, Wedeen VJ, Kwong KK, Spencer UM, Kantor HL: Anisotropy of water diffusion in the myocardium of the rat. Circ Res. 1994, 74: 789-793.CrossRefPubMed Garrido L, Wedeen VJ, Kwong KK, Spencer UM, Kantor HL: Anisotropy of water diffusion in the myocardium of the rat. Circ Res. 1994, 74: 789-793.CrossRefPubMed
36.
go back to reference Gilbert RJ, Wedeen VJ, Magnusson LH, Benner T, Wang R, Dai G, Napadow VJ, Roche KK: Three-dimensional myoarchitecture of the bovine tongue demonstrated by diffusion spectrum magnetic resonance imaging with tractography. Anat Rec A Discov Mol Cell Evol Biol. 2006, 288: 1173-1182.CrossRefPubMed Gilbert RJ, Wedeen VJ, Magnusson LH, Benner T, Wang R, Dai G, Napadow VJ, Roche KK: Three-dimensional myoarchitecture of the bovine tongue demonstrated by diffusion spectrum magnetic resonance imaging with tractography. Anat Rec A Discov Mol Cell Evol Biol. 2006, 288: 1173-1182.CrossRefPubMed
37.
go back to reference Lin CP, Wedeen VJ, Chen JH, Yao C, Tseng WY: Validation of diffusion spectrum magnetic resonance imaging with manganese-enhanced rat optic tracts and ex vivo phantoms. Neuroimage. 2003, 19: 482-495. 10.1016/S1053-8119(03)00154-X.CrossRefPubMed Lin CP, Wedeen VJ, Chen JH, Yao C, Tseng WY: Validation of diffusion spectrum magnetic resonance imaging with manganese-enhanced rat optic tracts and ex vivo phantoms. Neuroimage. 2003, 19: 482-495. 10.1016/S1053-8119(03)00154-X.CrossRefPubMed
38.
go back to reference Gilbert RJ, Magnusson LH, Napadow VJ, Benner T, Wang R, Wedeen VJ: Mapping complex myoarchitecture in the bovine tongue with diffusion-spectrum magnetic resonance imaging. Biophys J. 2006, 91: 1014-1022. 10.1529/biophysj.105.068015.PubMedCentralCrossRefPubMed Gilbert RJ, Magnusson LH, Napadow VJ, Benner T, Wang R, Wedeen VJ: Mapping complex myoarchitecture in the bovine tongue with diffusion-spectrum magnetic resonance imaging. Biophys J. 2006, 91: 1014-1022. 10.1529/biophysj.105.068015.PubMedCentralCrossRefPubMed
39.
go back to reference Mori S, van Zijl PC: Fiber tracking: principles and strategies - a technical review. NMR Biomed. 2002, 15: 468-480. 10.1002/nbm.781.CrossRefPubMed Mori S, van Zijl PC: Fiber tracking: principles and strategies - a technical review. NMR Biomed. 2002, 15: 468-480. 10.1002/nbm.781.CrossRefPubMed
40.
go back to reference Schmid P, Jaermann T, Boesiger P, Niederer PF, Lunkenheimer PP, Cryer CW, Anderson RH: Ventricular myocardial architecture as visualised in postmortem swine hearts using magnetic resonance diffusion tensor imaging. Eur J Cardiothorac Surg. 2005, 27: 468-472. 10.1016/j.ejcts.2004.11.036.CrossRefPubMed Schmid P, Jaermann T, Boesiger P, Niederer PF, Lunkenheimer PP, Cryer CW, Anderson RH: Ventricular myocardial architecture as visualised in postmortem swine hearts using magnetic resonance diffusion tensor imaging. Eur J Cardiothorac Surg. 2005, 27: 468-472. 10.1016/j.ejcts.2004.11.036.CrossRefPubMed
41.
go back to reference Helm P, Beg MF, Miller MI, Winslow RL: Measuring and mapping cardiac fiber and laminar architecture using diffusion tensor MR imaging. Ann N Y Acad Sci. 2005, 1047: 296-307. 10.1196/annals.1341.026.CrossRefPubMed Helm P, Beg MF, Miller MI, Winslow RL: Measuring and mapping cardiac fiber and laminar architecture using diffusion tensor MR imaging. Ann N Y Acad Sci. 2005, 1047: 296-307. 10.1196/annals.1341.026.CrossRefPubMed
42.
go back to reference Rohmer D, Sitek A, Gullberg GT: Reconstruction and visualization of fiber and laminar structure in the normal human heart from ex vivo diffusion tensor magnetic resonance imaging (DTMRI) data. Invest Radiol. 2007, 42: 777-789. 10.1097/RLI.0b013e3181238330.CrossRefPubMed Rohmer D, Sitek A, Gullberg GT: Reconstruction and visualization of fiber and laminar structure in the normal human heart from ex vivo diffusion tensor magnetic resonance imaging (DTMRI) data. Invest Radiol. 2007, 42: 777-789. 10.1097/RLI.0b013e3181238330.CrossRefPubMed
43.
go back to reference Hung J, Solis J, Guerrero JL, Braithwaite GJ, Muratoglu OK, Chaput M, Fernandez-Friera L, Handschumacher MD, Wedeen VJ, Houser S, Vlahakes GJ, Levine RA: A novel approach for reducing ischemic mitral regurgitation by injection of a polymer to reverse remodel and reposition displaced papillary muscles. Circulation. 2008, 118: S263-269. 10.1161/CIRCULATIONAHA.107.756502.PubMedCentralCrossRefPubMed Hung J, Solis J, Guerrero JL, Braithwaite GJ, Muratoglu OK, Chaput M, Fernandez-Friera L, Handschumacher MD, Wedeen VJ, Houser S, Vlahakes GJ, Levine RA: A novel approach for reducing ischemic mitral regurgitation by injection of a polymer to reverse remodel and reposition displaced papillary muscles. Circulation. 2008, 118: S263-269. 10.1161/CIRCULATIONAHA.107.756502.PubMedCentralCrossRefPubMed
44.
go back to reference Mukherjee P, Chung SW, Berman JI, Hess CP, Henry RG: Diffusion tensor MR imaging and fiber tractography: technical considerations. AJNR Am J Neuroradiol. 2008, 29: 843-852. 10.3174/ajnr.A1052.CrossRefPubMed Mukherjee P, Chung SW, Berman JI, Hess CP, Henry RG: Diffusion tensor MR imaging and fiber tractography: technical considerations. AJNR Am J Neuroradiol. 2008, 29: 843-852. 10.3174/ajnr.A1052.CrossRefPubMed
45.
go back to reference de Crespigny AJ, Marks MP, Enzmann DR, Moseley ME: Navigated diffusion imaging of normal and ischemic human brain. Magn Reson Med. 1995, 33: 720-728. 10.1002/mrm.1910330518.CrossRefPubMed de Crespigny AJ, Marks MP, Enzmann DR, Moseley ME: Navigated diffusion imaging of normal and ischemic human brain. Magn Reson Med. 1995, 33: 720-728. 10.1002/mrm.1910330518.CrossRefPubMed
46.
go back to reference Alsop DC: Phase insensitive preparation of single-shot RARE: application to diffusion imaging in humans. Magn Reson Med. 1997, 38: 527-533. 10.1002/mrm.1910380404.CrossRefPubMed Alsop DC: Phase insensitive preparation of single-shot RARE: application to diffusion imaging in humans. Magn Reson Med. 1997, 38: 527-533. 10.1002/mrm.1910380404.CrossRefPubMed
47.
go back to reference Edelman RR, Gaa J, Wedeen VJ, Loh E, Hare JM, Prasad P, Li W: In vivo measurement of water diffusion in the human heart. Magn Reson Med. 1994, 32: 423-428. 10.1002/mrm.1910320320.CrossRefPubMed Edelman RR, Gaa J, Wedeen VJ, Loh E, Hare JM, Prasad P, Li W: In vivo measurement of water diffusion in the human heart. Magn Reson Med. 1994, 32: 423-428. 10.1002/mrm.1910320320.CrossRefPubMed
48.
go back to reference Reese TG, Wedeen VJ, Weisskoff RM: Measuring Diffusion in the Presence of Material Strain. J Magn Reson B. 1996, 112: 253-258. 10.1006/jmrb.1996.0139.CrossRefPubMed Reese TG, Wedeen VJ, Weisskoff RM: Measuring Diffusion in the Presence of Material Strain. J Magn Reson B. 1996, 112: 253-258. 10.1006/jmrb.1996.0139.CrossRefPubMed
49.
go back to reference Reese TG, Weisskoff RM, Smith RN, Rosen BR, Dinsmore RE, Wedeen VJ: Imaging myocardial fiber architecture in vivo with magnetic resonance. Magn Reson Med. 1995, 34: 786-791. 10.1002/mrm.1910340603.CrossRefPubMed Reese TG, Weisskoff RM, Smith RN, Rosen BR, Dinsmore RE, Wedeen VJ: Imaging myocardial fiber architecture in vivo with magnetic resonance. Magn Reson Med. 1995, 34: 786-791. 10.1002/mrm.1910340603.CrossRefPubMed
50.
go back to reference Reese TG, Heid O, Weisskoff RM, Wedeen VJ: Reduction of eddy-current-induced distortion in diffusion MRI using a twice-refocused spin echo. Magn Reson Med. 2003, 49: 177-182. 10.1002/mrm.10308.CrossRefPubMed Reese TG, Heid O, Weisskoff RM, Wedeen VJ: Reduction of eddy-current-induced distortion in diffusion MRI using a twice-refocused spin echo. Magn Reson Med. 2003, 49: 177-182. 10.1002/mrm.10308.CrossRefPubMed
51.
go back to reference Tseng WY, Reese TG, Weisskoff RM, Wedeen VJ: Cardiac diffusion tensor MRI in vivo without strain correction. Magn Reson Med. 1999, 42: 393-403. 10.1002/(SICI)1522-2594(199908)42:2<393::AID-MRM22>3.0.CO;2-F.CrossRefPubMed Tseng WY, Reese TG, Weisskoff RM, Wedeen VJ: Cardiac diffusion tensor MRI in vivo without strain correction. Magn Reson Med. 1999, 42: 393-403. 10.1002/(SICI)1522-2594(199908)42:2<393::AID-MRM22>3.0.CO;2-F.CrossRefPubMed
52.
go back to reference Gamper U, Boesiger P, Kozerke S: Diffusion imaging of the in vivo heart using spin echoes--considerations on bulk motion sensitivity. Magn Reson Med. 2007, 57: 331-337. 10.1002/mrm.21127.CrossRefPubMed Gamper U, Boesiger P, Kozerke S: Diffusion imaging of the in vivo heart using spin echoes--considerations on bulk motion sensitivity. Magn Reson Med. 2007, 57: 331-337. 10.1002/mrm.21127.CrossRefPubMed
53.
go back to reference Schmitt M, Potthast A, Sosnovik DE, Polimeni JR, Wiggins GC, Triantafyllou C, Wald LL: A 128-channel receive-only cardiac coil for highly accelerated cardiac MRI at 3 Tesla. Magn Reson Med. 2008, 59: 1431-1439. 10.1002/mrm.21598.PubMedCentralCrossRefPubMed Schmitt M, Potthast A, Sosnovik DE, Polimeni JR, Wiggins GC, Triantafyllou C, Wald LL: A 128-channel receive-only cardiac coil for highly accelerated cardiac MRI at 3 Tesla. Magn Reson Med. 2008, 59: 1431-1439. 10.1002/mrm.21598.PubMedCentralCrossRefPubMed
54.
go back to reference Reese TG, Benner T, Wang R, Feinberg DA, Wedeen VJ: Halving imaging time of whole brain diffusion spectrum imaging and diffusion tractography using simultaneous image refocusing in EPI. J Magn Reson Imaging. 2009, 29: 517-522.CrossRefPubMed Reese TG, Benner T, Wang R, Feinberg DA, Wedeen VJ: Halving imaging time of whole brain diffusion spectrum imaging and diffusion tractography using simultaneous image refocusing in EPI. J Magn Reson Imaging. 2009, 29: 517-522.CrossRefPubMed
55.
go back to reference Tournier JD, Calamante F, Gadian DG, Connelly A: Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. Neuroimage. 2004, 23: 1176-1185. 10.1016/j.neuroimage.2004.07.037.CrossRefPubMed Tournier JD, Calamante F, Gadian DG, Connelly A: Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. Neuroimage. 2004, 23: 1176-1185. 10.1016/j.neuroimage.2004.07.037.CrossRefPubMed
57.
go back to reference Papadakis NG, Xing D, Houston GC, Smith JM, Smith MI, James MF, Parsons AA, Huang CL, Hall LD, Carpenter TA: A study of rotationally invariant and symmetric indices of diffusion anisotropy. Magn Reson Imaging. 1999, 17: 881-892. 10.1016/S0730-725X(99)00029-6.CrossRefPubMed Papadakis NG, Xing D, Houston GC, Smith JM, Smith MI, James MF, Parsons AA, Huang CL, Hall LD, Carpenter TA: A study of rotationally invariant and symmetric indices of diffusion anisotropy. Magn Reson Imaging. 1999, 17: 881-892. 10.1016/S0730-725X(99)00029-6.CrossRefPubMed
58.
go back to reference Skare S, Hedehus M, Moseley ME, Li TQ: Condition number as a measure of noise performance of diffusion tensor data acquisition schemes with MRI. J Magn Reson. 2000, 147: 340-352. 10.1006/jmre.2000.2209.CrossRefPubMed Skare S, Hedehus M, Moseley ME, Li TQ: Condition number as a measure of noise performance of diffusion tensor data acquisition schemes with MRI. J Magn Reson. 2000, 147: 340-352. 10.1006/jmre.2000.2209.CrossRefPubMed
59.
go back to reference Jones DK: The effect of gradient sampling schemes on measures derived from diffusion tensor MRI: a Monte Carlo study. Magn Reson Med. 2004, 51: 807-815. 10.1002/mrm.20033.CrossRefPubMed Jones DK: The effect of gradient sampling schemes on measures derived from diffusion tensor MRI: a Monte Carlo study. Magn Reson Med. 2004, 51: 807-815. 10.1002/mrm.20033.CrossRefPubMed
60.
go back to reference Tuch DS, Reese TG, Wiegell MR, Wedeen VJ: Diffusion MRI of complex neural architecture. Neuron. 2003, 40: 885-895. 10.1016/S0896-6273(03)00758-X.CrossRefPubMed Tuch DS, Reese TG, Wiegell MR, Wedeen VJ: Diffusion MRI of complex neural architecture. Neuron. 2003, 40: 885-895. 10.1016/S0896-6273(03)00758-X.CrossRefPubMed
61.
go back to reference Schmahmann JD, Pandya DN, Wang R, Dai G, D'Arceuil HE, de Crespigny AJ, Wedeen VJ: Association fibre pathways of the brain: parallel observations from diffusion spectrum imaging and autoradiography. Brain. 2007, 130: 630-653. 10.1093/brain/awl359.CrossRefPubMed Schmahmann JD, Pandya DN, Wang R, Dai G, D'Arceuil HE, de Crespigny AJ, Wedeen VJ: Association fibre pathways of the brain: parallel observations from diffusion spectrum imaging and autoradiography. Brain. 2007, 130: 630-653. 10.1093/brain/awl359.CrossRefPubMed
62.
go back to reference Gaige TA, Kwon HS, Dai G, Cabral VC, Wang R, Nam YS, Engelward BP, Wedeen VJ, So PT, Gilbert RJ: Multiscale structural analysis of mouse lingual myoarchitecture employing diffusion spectrum magnetic resonance imaging and multiphoton microscopy. J Biomed Opt. 2008, 13: 064005-10.1117/1.3046724.CrossRefPubMed Gaige TA, Kwon HS, Dai G, Cabral VC, Wang R, Nam YS, Engelward BP, Wedeen VJ, So PT, Gilbert RJ: Multiscale structural analysis of mouse lingual myoarchitecture employing diffusion spectrum magnetic resonance imaging and multiphoton microscopy. J Biomed Opt. 2008, 13: 064005-10.1117/1.3046724.CrossRefPubMed
63.
go back to reference Gigandet X, Hagmann P, Kurant M, Cammoun L, Meuli R, Thiran JP: Estimating the confidence level of white matter connections obtained with MRI tractography. PLoS One. 2008, 3: e4006-10.1371/journal.pone.0004006.PubMedCentralCrossRefPubMed Gigandet X, Hagmann P, Kurant M, Cammoun L, Meuli R, Thiran JP: Estimating the confidence level of white matter connections obtained with MRI tractography. PLoS One. 2008, 3: e4006-10.1371/journal.pone.0004006.PubMedCentralCrossRefPubMed
Metadata
Title
Diffusion MR tractography of the heart
Authors
David E Sosnovik
Ruopeng Wang
Guangping Dai
Timothy G Reese
Van J Wedeen
Publication date
01-12-2009
Publisher
BioMed Central
Published in
Journal of Cardiovascular Magnetic Resonance / Issue 1/2009
Electronic ISSN: 1532-429X
DOI
https://doi.org/10.1186/1532-429X-11-47

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