Hostname: page-component-848d4c4894-pftt2 Total loading time: 0 Render date: 2024-05-25T06:23:47.228Z Has data issue: false hasContentIssue false

Inferring Structural and Architectural Features of Brain Tissue from DT-MRI Measurements

Published online by Cambridge University Press:  07 November 2014

Abstract

Diffusion tensor magnetic resonance imaging is an imaging modality that measures the diffusion properties of water molecules in tissues noninvasively. Water diffusion is affected by tissue constituents, such as macromolecules, membranes, organelles, as well as by tissue microstructure, architecture, and organization. From the quantities measured with diffusion tensor-magnetic resonance imaging, one can infer information about brain tissue that cannot be obtained using conventional, compositional-based (eg, proton density and chemical spectroscopy), or relaxometry-based (eg, magnetization transfer, T1, T2, and T2*) magnetic resonance imaging methods. Understanding the relationship between a measured water diffusion pattern and the underlying histological features of the tissue, however, is not simple. In the absence of a robust and comprehensive model of water diffusivity in biological tissues, the biological interpretation of diffusion measurements relies on empirical evidence. Herein, the properties of several diffusion tensor-derived quantities are reviewed, together with the experimental evidence that helps clarify their relationship with the underlying properties of brain tissue.

Type
Feature Article
Copyright
Copyright © Cambridge University Press 2002

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

REFERENCES

1.Einstein, A. Investigations on the Theory of the Brownian Movement. New York, NY: Dover Publications, Inc.; 1926.Google Scholar
2.Hansen, JR. Pulsed NMR study of water mobility in muscle and brain tissue. Biochim Biophys Acta. 1971;230(3):482486.CrossRefGoogle ScholarPubMed
3.Finch, ED, Harmon, JF, Muller, BH. Pulsed NMR measurements of the diffusion constant of water in muscle. Arch Biochem Biophys. 1971;147:299310.CrossRefGoogle ScholarPubMed
4.Chang, DC, Rorschach, HE, Nichols, BL, Hazlewood, CF. Implications of diffusion coefficient measurements for the structure of cellular water. Ann N Y Acad Sci. 1973;204:434443.CrossRefGoogle ScholarPubMed
5.Rorschach, HE, Chang, DC, Hazlewood, CF, Nichols, BL. The diffusion of water in striated muscle. Ann N Y Acad Sci. 1973;204:445452.CrossRefGoogle ScholarPubMed
6.Cleveland, GG, Chang, DC, Hazlewood, CF, Rorschach, HE. Nuclear magnetic resonance measurement of skeletal muscle: anisotrophy of the diffusion coefficient of the intracellular water. Biophys J. 1976;16:10431053.CrossRefGoogle ScholarPubMed
7.Tanner, JE. Self diffusion of water in frog muscle. Biophys J. 1979;28:107116.CrossRefGoogle ScholarPubMed
8.Von Meerwall, E, Ferguson, RD. Interpreting pulsed-gradient spin-echo diffusion experiments with permeable membranes. J Chem Phys. 1981;74:69566959.CrossRefGoogle Scholar
9.Cooper, RL, Chang, DB, Young, AC, Martin, CJ, Ancker-Johnson, D. Restricted diffusion in biophysical systems. Experiment. Biophys J. 1974;14:161177.CrossRefGoogle ScholarPubMed
10.Wang, JH. Self-diffusion coefficients of water. J Phys Chem. 1965;69:4412.CrossRefGoogle Scholar
11.Woessner, DE. N.M.R. spin-echo self-diffusion measurements on fluids undergoing restricted diffusion. J Phys Chem. 1963;67:13651367.CrossRefGoogle Scholar
12.Crick, F. Diffusion in embryogenesis. Nature. 1970;5231:420422.CrossRefGoogle Scholar
13.Chang, D, Rorschach, H, Nichols, B, Hazlewood, C. Implications of diffusion coefficient measurements for the structure of cellular water. Ann N Y Acad Sci. 1973;204:434443.CrossRefGoogle ScholarPubMed
14.Wayne, RC, Cotts, RM. Nuclear-Magnetic-Resonance study of self-diffusion in a bounded medium. Phys Rev. 1966;151:264272CrossRefGoogle Scholar
15.Robertson, B. Spin-echo decay of spins diffusing in a bounded region. Phys Rev. 1966;151:273277.CrossRefGoogle Scholar
16.Tanner, JE. Transient diffusion in system partitioned by permeable barriers. Application to NMR measurements with a pulsed field gradient. J Chem Phys. 1978;69:17481754.CrossRefGoogle Scholar
17.LeBihan, D. Molecular diffusion nuclear magnetic resonance imaging. Magn Reson Q. 1991;7:130.Google Scholar
18.Moseley, ME, Cohen, Y, Kucharczyk, J, et al. Diffusion-weighted MR imaging of anisotropic water diffusion in cat central nervous system. Radiology. 1990;176:439445.CrossRefGoogle ScholarPubMed
19.Doran, M, Hajnal, JV, Van Bruggen, N, King, MD, Young, IR, Bydder, GM. Normal and abnormal white matter tracts shown by MR imaging using directional diffusion weighted sequences. J Comput Assist Tomogr. 1990;14:865873.CrossRefGoogle ScholarPubMed
20.Hajnal, JV, Doran, M, Hall, AS, et al. NMR imaging of anisotropically restricted diffusion of water in the nervous system: technical, anatomic, and pathologic considerations. J Comput Assist Tomogr. 1991;15:118.CrossRefGoogle ScholarPubMed
21.Reese, TG, Weisskoff, RM, Smith, RN, Rosen, R, Dinsmore, RE, van Wedeen, J. Imaging myocardial fiber architecture in vivo with magnetic resonance. Magn Reson Med. 1995;34:786791.CrossRefGoogle ScholarPubMed
22.Basser, PJ, Mattiello, J, LeBihan, D. MR diffusion tensor spectroscopy and imaging. Biophys J. 1994;66:259267.CrossRefGoogle ScholarPubMed
23.Basser, PJ, Mattiello, J, LeBihan, D. Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson. 1994;103:247–25.CrossRefGoogle ScholarPubMed
24.Pierpaoli, C, Jezzard, P, Basser, PJ, Barnett, , Di Chiro, AG. Diffusion tensor MR imaging of the human brain. Radiology. 1996;201:637648.CrossRefGoogle ScholarPubMed
25.Pierpaoli, C, Basser, PJ. Toward a quantitative assessment of diffusion anisotropy [published correction appears in Magn Reson Med. 1997;37:972].Google Scholar
Magn Reson Med. 1996;36:893906.CrossRefGoogle Scholar
26.van Gelderen, P, de Vleeschouwer, MH, DesPres, D, Pekar, J, van Zijl, PC, Moonen, CT. Water diffusion and acute stroke. Magn Reson Med. 1994;31:154163.CrossRefGoogle ScholarPubMed
27.Basser, PJ, Pajevic, S. Quantitative statistical tests for assessing changes in the trace of the diffusion tensor: clinical and biological implications. Paper presented at: Annual Meeting of the International Society of Magnetic Resonance in Medicine; May 22-28, 1999; Philadelphia, PA.Google Scholar
28.Moseley, ME, Kucharczyk, J, Mintorovitch, J, et al. Diffusion-weighted MR imaging of acute stroke: correlation with T2-weighted and magnetic susceptibility-enhanced MR imaging in cats. AJNR Am J Neuroradiol. 1990;11:423429.Google ScholarPubMed
29.Warach, S., Chien, D., Li, W., Ronthal, M., Edelman, R. R.. Fast magnetic resonance diffusion-weighted imaging of acute human stroke [published correction appears in Neurology. 1992;42:17171723].CrossRefGoogle ScholarPubMed
Neurology. 1992;42:2192CrossRefGoogle Scholar
30.Droogan, AG, Clark, CA, Werring, DJ, Barker, GJ, McDonald, WI, Miller, DH. Comparison of multiple sclerosis clinical subgroups using navigated spin echo diffusion-weighted imaging. Magn Reson Imaging. 1999;17:653661.CrossRefGoogle ScholarPubMed
31.Tievsky, AL, Ptak, T, Farkas, J. Investigation of apparent diffusion coefficient and diffusion tensor anisotrophy in acute and chronic multiple sclerosis lesions. Am J Neuroradiol. 1999;20:14911499.Google ScholarPubMed
32.Gupta, RK, Sinha, U, Cloughesy, TF, Alger, JR. Inverse correlation between choline magnetic resonance spectroscopy signal intensity and the apparent diffusion coefficient in human glioma. Magn Reson Med. 1999;41:27.3.0.CO;2-Y>CrossRefGoogle ScholarPubMed
33.Basser, PJ, Pierpaoli, C. Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. J Magn Reson. 1996;3:209219.CrossRefGoogle Scholar
34.Papadakis, NG, Xing, D, Houston, CG, et al. A study of rotationally invariant and symmetric indices of diffusion anisotropy. Magn Reson Imaging. 1999;17:881892.CrossRefGoogle ScholarPubMed
35.Pierpaoli, C, Basser, PJ. Toward a quantitative assessment of diffusion anisotropy. Magn Reson Med. 1996;36:893906.CrossRefGoogle Scholar
36.Skare, S, Li, TQ, Nordell, B, Ingvar, M. Noise considerations in the determination of diffusion tensor anisotropy. Magn Reson Imaging. 2000;18:659669.CrossRefGoogle ScholarPubMed
37.Basser, PJ. Inferring microstructural features and the physiological state of tissues from diffusion-weighted images. NMR Biomed. 1995;8:333344.CrossRefGoogle ScholarPubMed
38.Conturo, TE, McKinstry, RC, Akbudak, E, Robinson, BH. Encoding of anisotropic diffusion with tetrahedral gradients: a general mathematical diffusion formalism and experimental results. Magn Reson Med. 1996;35:399412.CrossRefGoogle ScholarPubMed
39.Basser, PJ, Mattiello, J, LeBihan, D. MR imaging of fiber-tract direction and diffusion in anisotropic tissues. Abstract presented at: Annual Meeting of the International Society of Magnetic Resonance in Medicine; April 27-May 3, 1993; New York, NY.Google Scholar
40.Davis, T, Van Wedeen, J, Weisskoff, R, Rosen, B. White matter tract visualization by echo-planar MRI. SMRM Proceedings; New York, NY 1993:289.Google Scholar
41.Ulug, A, Bakht, O, Bryan, R, van Zijl, P. Mapping of human brain fibers using diffusion tensor imaging. Abstract presented at: Annual Meeting of the International Society of Magnetic Resonance in Medicine; April 27-May 3, 1996, New York, NY.Google Scholar
42.Garrido, L, Wedeen, VJ, Kwong, KK, Spencer, UM, Kantor, HL. Anisotropy of water diffusion in the myocardium of the rat. Circ Res. 1994;74:789793.CrossRefGoogle ScholarPubMed
43.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;34:786791.CrossRefGoogle ScholarPubMed
44.Makris, N, Worth, AJ, Sorensen, AG, et al. Morphometry of in vivo human white matter association pathways with diffusion-weighted magnetic resonance imaging. Ann Neurol. 1997;42:951962.CrossRefGoogle ScholarPubMed
45.Basser, PJ. Fiber-tractography via diffusion tensor MRI (DT-MRI). Abstract presented at: Annual Meeting of the International Society of Magnetic Resonance in Medicine; April 18-24, 1998; Sydney, Australia.Google Scholar
46.Mori, S, Crain, BJ, Chacko, VP, van Zijl, PC. Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann Neurol. 1999;45:265269.3.0.CO;2-3>CrossRefGoogle ScholarPubMed
47.Jones, DK, Simmons, A, Williams, SC, Horsfield, MA. Non-invasive assessment of axonal fiber connectivity in the human brain via diffusion tensor MRI. Magn Reson Med. 1999;42:3741.3.0.CO;2-O>CrossRefGoogle Scholar
48.Conturo, TE, Lori, NF, Cull, TS, et al. Tracking neuronal fiber pathways in the living human brain. Proc Natl Acad Sci USA. 1999;96:1042210427.CrossRefGoogle ScholarPubMed
49.Poupon, C., Mangin, J.-F., Frouin, V., Regis, F., Poupon, C., Pachot-Clouard, M., Bihan, D. L., Bloch, I.. Regularization of MR diffusion tensor maps for tracking brain white matter bundles. Proceedings of MICCAI. 1998:489498.Google Scholar
50.Poupon, C, Clark, CA, Frouin, V, Bloch, I, LeBihan, D, Mangin, J-F. Tracking white matter fascicles with diffusion tensorimaging. Abstract presented at: Annual Meeting of the International Society of Magnetic Resonance in Medicine; May 22-28, 1999; Philadelphia, PA.Google Scholar
51.Jones, D, Williams, S, Horsfield, M. Full representation of white-matter fibre direction on one map via diffusion tensor analysis. Abstract presented at: Annual Meeting of the International Society of Magnetic Resonance in Medicine; April 13-18, 1997; Vancouver, Canada.Google Scholar
52.Pierpaoli, C.. Oh no! One more method for color mapping of fiber tract direction using diffusion MR Imaging data. Abstract presented at: Annual Meeting of the International Society of Magnetic Resonance in Medicine; April 13-18, 1997; Vancouver, Canada.Google Scholar
53.Pajevic, S, Pierpaoli, C. Color schemes to represent the orientation of anisotropic tissues from diffusion tensor data: application to white matter fiber tract mapping in the human brain. Magn Reson Med. 1999;42:526540.3.0.CO;2-J>CrossRefGoogle ScholarPubMed
54.Jones, EG. Making brain connections: neuroanatomy and the work of TPS Powell, 1923-1996. Annu Rev Neurosci. 1999;22:49103.CrossRefGoogle ScholarPubMed
55.LeBihan, D, Breton, E, Lallemand, D, Grenier, P, Cabanis, E, Laval-Jeantet, M. MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology. 1986;161:401407.CrossRefGoogle Scholar