Abstract
Diffusion tensor imaging (DTI) is an advanced magnetic resonance imaging (MRI) technique that provides detailed information about tissue microstructure such as fiber orientation, axonal density, and degree of myelination. DTI is based on the measurement of the diffusion of water molecules. It was developed in the early 1990s and since then has been applied in a wide variety of scientific and clinical settings, especially, but not limited to, the investigation of brain pathology in schizophrenia (Shenton et al., Schizophr Res 49(1–2):1–52, 2001; Qiu et al., Neuroimage 47(4):1163–1171, 2009; Qiu et al., Neuroimage 52(4):1181–1189, 2010), Alzheimer’s disease (Damoiseaux et al., Hum Brain Mapp 30(4):1051–1059, 2009; Mielke et al. Neuroimage 46(1):47–55, 2009; Avants et al., Neuroimage 50(3):1004–1016, 2010; Gold et al., Neuroimage 52(4):1487–1494, 2010; Jahng et al., Neuroradiology 53(10):749–762, 2011)), and autism (Pugliese et al., Neuroimage 47(2):427–434, 2009; Cheng et al., Neuroimage 50(3):873–882, 2010; Fletcher et al., Neuroimage 51(3):1117–1125, 2010). This chapter describes the basics of the technique, outlines resources needed for acquisition, and focuses on post-processing techniques and statistical analyses with and without a priori hypotheses.
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Abbreviations
- AD:
-
Axial diffusivity
- ADC:
-
Apparent diffusion coefficient
- ADHD:
-
Attention deficit hyperactivity disorder
- BET:
-
Brain extraction tool
- CSF:
-
Cerebrospinal fluid
- DKI:
-
Diffusion kurtosis imaging
- DTI:
-
Diffusion tensor imaging
- DWI:
-
Diffusion-weighted imaging
- FA:
-
Fractional anisotropy
- MD:
-
Trace, mean diffusivity
- MRI:
-
Magnetic resonance imaging
- RD:
-
Radial diffusivity
- ROI:
-
Region of interest
- TBSS:
-
Tract-based spatial statistics
References
Avants BB, Cook PA, Ungar L et al (2010) Dementia induces correlated reductions in white matter integrity and cortical thickness: a multivariate neuroimaging study with sparse canonical correlation analysis. Neuroimage 50(3):1004–1016
Basser PJ, Mattiello J, LeBihan D (1994a) Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 103(3):247–254
Basser PJ, Mattiello J, LeBihan D (1994b) MR diffusion tensor spectroscopy and imaging. Biophys J 66(1):259–267
Basser PJ, Pajevic S, Pierpaoli C et al (2000) In vivo fiber tractography using DT-MRI data. Magn Reson Med 44(4):625–632
Brown R (1827) A brief account of microscopical observations made in the month on June, July and August 1827 on the particles contained in the pollen of plants and on the general existence of active molecules in organic and inorganic bodies. Philos Mag 4(4):161–173
Brunser AM, Hoppe A, Illanes S et al (2013) Accuracy of diffusion-weighted imaging in the diagnosis of stroke in patients with suspected cerebral infarct. Stroke 44(4):1169–1171
Cheng Y, Chou KH, Chen IY et al (2010) Atypical development of white matter microstructure in adolescents with autism spectrum disorders. Neuroimage 50(3):873–882
Cheung MM, Hui ES, Chan KC et al (2009) Does diffusion kurtosis imaging lead to better neural tissue characterization? A rodent brain maturation study. Neuroimage 45(2):386–392
Dale AM, Fischl B, Sereno MI (1999) Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage 9(2):179–194
Damoiseaux JS, Smith SM, Witter MP et al (2009) White matter tract integrity in aging and Alzheimer’s disease. Hum Brain Mapp 30(4):1051–1059
Einstein A (1905) Über die von der molekularkinetischen Theorie der Wärme geforderte Bewegung von in ruhenden Flüssigkeiten suspendierten Teilchen. Ann Phys 17:549–560
Fedorov A, Beichel R, Kalpathy-Cramer J et al (2012) 3D Slicer as an image computing platform for the quantitative imaging network. Magn Reson Imaging 30(9):1323–1341
Fick A (1855) Ueber diffusion. Ann Phys 170(1):59–86
Filippi M, Cercignani M, Inglese M et al (2001) Diffusion tensor magnetic resonance imaging in multiple sclerosis. Neurology 56(3):304–311
Fletcher PT, Whitaker RT, Tao R et al (2010) Microstructural connectivity of the arcuate fasciculus in adolescents with high-functioning autism. Neuroimage 51(3):1117–1125
Gold BT, Powell DK, Andersen AH et al (2010) Alterations in multiple measures of white matter integrity in normal women at high risk for Alzheimer’s disease. Neuroimage 52(4):1487–1494
Helpern JA, Adisetiyo V, Falangola MF et al (2011) Preliminary evidence of altered gray and white matter microstructural development in the frontal lobe of adolescents with attention-deficit hyperactivity disorder: a diffusional kurtosis imaging study. J Magn Reson Imaging 33(1):17–23
Jahng GH, Xu S, Weiner MW et al (2011) DTI studies in patients with Alzheimer’s disease, mild cognitive impairment, or normal cognition with evaluation of the intrinsic background gradients. Neuroradiology 53(10):749–762
Jones DK, Knosche TR, Turner R (2013) White matter integrity, fiber count, and other fallacies: the do’s and don’ts of diffusion MRI. Neuroimage 73:239–254
Loeffler W, Oppelt A (1981) Physical principles of NMR tomography. Eur J Radiol 1(4):338–344
Malcolm JG, Shenton ME, Rathi Y (2010) Filtered multitensor tractography. IEEE Trans Med Imaging 29(9):1664–1675
Michailovich O, Rathi Y, Dolui S (2011) Spatially regularized compressed sensing for high angular resolution diffusion imaging. IEEE Trans Med Imaging 30(5):1100–1115
Mielke MM, Kozauer NA, Chan KC et al (2009) Regionally-specific diffusion tensor imaging in mild cognitive impairment and Alzheimer’s disease. Neuroimage 46(1):47–55
Moseley ME, Cohen Y, Mintorovitch J et al (1990) Early detection of regional cerebral ischemia in cats: comparison of diffusion- and T2-weighted MRI and spectroscopy. Magn Reson Med 14(2):330–346
Pasternak O, Sochen N, Gur Y et al (2009) Free water elimination and mapping from diffusion MRI. Magn Reson Med 62(3):717–730
Pasternak O, Westin CF, Bouix S et al (2012) Excessive extracellular volume reveals a neurodegenerative pattern in schizophrenia onset. J Neurosci 32(48):17365–17372
Pierpaoli C, Jezzard P, Basser PJ et al (1996) Diffusion tensor MR imaging of the human brain. Radiology 201(3):637–648
Pugliese L, Catani M, Ameis S et al (2009) The anatomy of extended limbic pathways in Asperger syndrome: a preliminary diffusion tensor imaging tractography study. Neuroimage 47(2):427–434
Qiu A, Zhong J, Graham S et al (2009) Combined analyses of thalamic volume, shape and white matter integrity in first-episode schizophrenia. Neuroimage 47(4):1163–1171
Qiu A, Tuan TA, Woon PS et al (2010) Hippocampal-cortical structural connectivity disruptions in schizophrenia: an integrated perspective from hippocampal shape, cortical thickness, and integrity of white matter bundles. Neuroimage 52(4):1181–1189
Rabi IIZ, Millman JR, Kusch SP (1938) A new method of measuring nuclear magnetic moment. Phys Rev 53(4):318
Rathi Y, Michailovich O, Setsompop K et al (2011) Sparse multi-shell diffusion imaging. Med Image Comput Comput Assist Interv 14(Pt 2):58–65
Shenton ME, Dickey CC, Frumin M et al (2001) A review of MRI findings in schizophrenia. Schizophr Res 49(1–2):1–52
Smith SM, Jenkinson M, Johansen-Berg H et al (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. Neuroimage 31(4):1487–1505
Song SK, Sun SW, Ramsbottom MJ et al (2002) Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. Neuroimage 17(3):1429–1436
Spiotta AM, Bartsch AJ, Benzel EC (2012) Heading in soccer: dangerous play? Neurosurgery 70(1):1–11; discussion 11
Stejskal EO, Tanner J (1965) Spin diffusion measurements: spin echoes in the presence of time-dependent field gradient. J Chem Phys 42(1):288–292
Takahashi M, Hackney DB, Zhang G et al (2002) Magnetic resonance microimaging of intraaxonal water diffusion in live excised lamprey spinal cord. Proc Natl Acad Sci U S A 99(25):16192–16196
Warach S, Gaa J, Siewert B et al (1995) Acute human stroke studied by whole brain echo planar diffusion-weighted magnetic resonance imaging. Ann Neurol 37(2):231–241
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Koerte, I.K., Muehlmann, M. (2014). Diffusion Tensor Imaging. In: Mulert, C., Shenton, M. (eds) MRI in Psychiatry. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54542-9_5
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DOI: https://doi.org/10.1007/978-3-642-54542-9_5
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