Nervenheilkunde 2004; 23(01): 50-59
DOI: 10.1055/s-0038-1626275
Original- und Übersichtsarbeiten - Original and Review Articles
Schattauer GmbH

Diffusionstensor-Magnetresonanztomographie

Diffusion tensor magnetic resonance imaging
B. Herrnberger
1   Abteilung Psychiatrie III, Universität Ulm
› Institutsangaben
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Publikationsverlauf

Publikationsdatum:
19. Januar 2018 (online)

Zusammenfassung

Diffusionstensor-Magnetresonanztomographie kombiniert die Messprinzipien von Magnetresonanztomographie und Diffusion. Sie charakterisiert die Diffusion von Wassermolekülen durch die Rekonstruktion von Diffusionstensoren, deren Eigenwerte (Hauptdiffusionsstärken) und Eigenvektoren (Hauptdiffusionsrichtungen) durch die Achsenlängen und Achsenrichtungen von Diffusionsellipsoiden veranschaulicht werden. Die Kenntnis der Diffusionsstärken erlaubt quantitative Aussagen zu Anisotropie und damit zur mikroskopischen Struktur von Gewebe, die Kenntnis der Diffusionsrichtungen das Verfolgen neuronaler Faserzüge im Gehirn. Diese Übersicht stellt Messprinzip, Auswertung, Anwendungen sowie Probleme des Verfahrens vor.

Summary

Diffusion tensor magnetic resonance imaging combines the principles of magnetic resonance imaging and diffusion. It characterizes the diffusion of water molecules through the reconstruction of diffusion tensors, the eigenvalues (diffusion strength) and eigenvectors (diffusion direction) of which are illustrated by lengths and directions of axes in diffusion ellipsoids. Knowledge about the strengths and direction of diffusion allows quantifying the microscopic structure of tissues via anisotropy and the tracking of neuronal fibers in the brain, respectively. This overview presents the measurement principle, analysis, applications and problems of the method.

 
  • Literatur

  • 1 Pierpaoli C, Basser PJ. Toward a quantitative assessment of diffusion anisotropy. Magn Reson Med 1996; 36: 893-906 (Erratum in Magn Reson Med 1997; 37: 972).
  • 2 Basser PJ, Mattiello J, LeBihan D. Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 1994; 103: 247-54.
  • 3 Basser PJ, Mattiello J, LeBihan D. MR Diffusion Tensor Spectroscopy and Imaging. Biophys J 1994; 66: 259-67.
  • 4 Basser PJ. Inferring microstructural features and the physiological state of tissues from diffusion-weighted images. NMR Biomed 1995; 08: 333-44.
  • 5 LeBihan D. Looking into the functional architecture of the brain with diffusion MRI. Nat Rev Neurosci 2003; 04: 469-80.
  • 6 Merboldt KD. et al. Molecular self-diffusion of intracellular metabolites in rat brain in vivo investigated by localized proton NMR diffusion spectroscopy. Magn Reson Med 1993; 29: 125-9.
  • 7 Cercignani M, Horsfield MA. The physical basis of diffusion-weighted MRI. J Neurol Sci 2001; 186: S11-S14.
  • 8 Basser PJ. Inferring microstructural features and the physiological state of tissues from diffusion-weighted imaging. NMR Biomed 1995; 08: 333-44.
  • 9 Basser PJ, Pierpaoli C. Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. J Magn Reson B 1996; 111: 209-19.
  • 10 Klingberg T. et al. Microstructure of temporo-parietal white matter as a basis for reading ability: evidence from diffusion tensor magnetic resonance imaging. Neuron 2000; 25: 493-500.
  • 11 Sommer et al. Disconnection of speech-relevant brain areas in persistent developmental stuttering. Lancet 2002; 360: 380-3.
  • 12 Mukherjee P. et al. Normal brain development during childhood: developmental trends characterized with diffusion-tensor MR imaging. Radiology 2001; 221: 349-58.
  • 13 Schmithorst VJ. et al. Correlation of white matter diffusivity and anisotropy with age during childhood and adolescence: a cross-sectional diffusion-tensor MR imaging study. Radiology 2002; 222: 212-8.
  • 14 Klingberg et al. Myelination and organization of the frontal white matter in children: A diffusion tensor MRI study. Neuroreport 1999; 10: 2817-21.
  • 15 Virta A, Barnett A, Pierpaoli C. Visualizing and characterizing white matter fiber structure and architecture in the human pyramidal tract using diffusion tensor MRI. Magn Reson Imaging 1999; 17: 1121-33.
  • 16 Chen ZG, Li TQ. Diffusion tensor trace mapping in normal adult brain using single-shot EPI technique. A methodological study of the aging brain. Acta Radiol 2001; 42: 447-58.
  • 17 Sullivan EV. et al. Equivalent disruption of regional white matter microstructure in ageing healthy men and women. Neuroreport 2001; 12: 99-104.
  • 18 Stejskal EO, Tanner JEX. Spin diffusion measurements: spin echoes in the presence of a timedependent field gradient. J Chem Phys 1965; 42: 288-92.
  • 19 LeBihan D. et al. Diffusion tensor imaging: concepts and applications. J Magn Reson Imaging 2001; 13: 534-46.
  • 20 Sehy JV. et al. Evidence that both fast and slow water ADC components arise from intracellular space. Magn Reson Med 2002; 48: 765-70.
  • 21 Conturo TE. et al. Tracking neuronal fiber pathways in the living human brain. Proc Natl Acad Sci USA 1999; 96: 10422-7.
  • 22 Papadakis NG. et al. A comparative study of acquisition schemes for diffusion tensor imaging using MRI. J Magn Reson 1999; 137: 67-82.
  • 23 Hasan KM, Parker DL, Alexander AL. Comparison of gradient encoding schemes for diffusion-tensor MRI. J Magn Reson Imaging 2001; 13: 769-80.
  • 24 Mukherjee P. et al. Differences between gray matter and white matter water diffusion in stroke: diffusion-tensor MR imaging in 12 patients. Radiology 2001; 215: 211-20.
  • 25 Gillard JH. et al. MR diffusion tensor imaging of white matter tract disruption at 3 T. Br J Radiol 2001; 74: 642-7.
  • 26 Kuroiwa T. et al. Time course of trace of diffusion tensor [Trace(D)] and histology in brain edema. Acta Neurochir Suppl 2000; 76: 191-4.
  • 27 O’Sullivan M. et al. Normal-appearing white matter in ischemic leukokaraiosis: a diffusion tensor MR study. Neurology 2001; 57: 2307-10.
  • 28 Molko NS. et al. Diffusion tensor imaging study of subcortical gray matter in cadasil. Stroke 2001; 32: 2049-54.
  • 29 Filippi M. et al. Correlations between structural CNS damage and functional MRI changes in primary progressive MS. Neuroimage 2002; 15 (03) 537-46.
  • 30 Assaf Y. et al. High b-value q-space analyzed diffusion-weighted MRI: application to multiple sclerosis. Magn Reson Med 2002; 47: 115-26.
  • 31 Codella et al. Cerebral gray matter pathology and fatigue in patients with multiple sclerosis: a preliminary study. J Neurol Sci 2002; 194: 71-4.
  • 32 Cercignani M. et al. Mean diffusivity and fractional anisotropy histograms in patients with multiple sclerosis. Am J Neuroradiol 2001; 22: 952-8.
  • 33 Cicarelli O. et al. Investigation of MS normalappearing brain using diffusion tensor MRI with clinical correlations. Neurology 2001; 56: 926-33.
  • 34 Filippi M. et al. Diffusion tensor magnetic resonance imaging in multiple sclerosis. Neurology 2001; 56: 304-11.
  • 35 Inglese et al. Magnetization transfer and diffusion tensor MR imaging of acute disseminated encephalomyelitis. Am J Neuroradiol 2002; 23: 267-72.
  • 36 Pierpaoli C. et al. Water diffusion changes in Wallerian degeneration and their dependence on white matter architecture. Neuroimage 2001; 13: 1174-85.
  • 37 Assaf Y. et al. High b value diffusion MRI in evaluating white matter diseases. Neuroimage 2002; 16 (Suppl. HBM 2002): 88.
  • 38 Bozzali M. et al. Quantification of tissue damage in AD using diffusion tensor and magnetization transfer MRI. Neurology 2001; 57: 1135-7.
  • 39 Buchsbaum MS. et al. MRI white matter diffusion anisotropy and PET metabolic rate in schizophrenia. Neuroreport 1998; 09: 425-30.
  • 40 Steel RM. et al. Diffusion tensor imaging (DTI) and proton magnetic resonance spectroscopy (1H MRS) in schizophrenic subjects and normal controls. Psychiatry Res 2001; 106: 161-70.
  • 41 Agartz I. et al. Abnormal brain white matter in schizophrenia: a diffusion tensor imaging study. Neuroreport 2001; 12: 2251-4.
  • 42 Pearlson GD. New insights into the neuroanatomy of schizophrenia. Curr Psychiatry Rep 1999; 01: 41-5.
  • 43 Lim KO, Helpern JA. Neuropsychiatric applications of DTI – a review. NMR Biomed 2002; 15: 587-93.
  • 44 Alexander AL. et al. Analysis of partial volume effects in diffusion-tensor MRI. Magn Reson Med 2001; 45: 770-80.
  • 45 Gauvain KM. et al. Evaluating pediatric brain tumor cellularity with diffusion-tensor imaging. Am J Roentgenol 2001; 177: 449-54.
  • 46 Temple E. Brain mechanisms in normal and dyslexic readers. Curr Opin Neurobiol 2002; 12: 178-83.
  • 47 Pfefferbaum A, Sullivan EV. Microstructural but not macrostructural disruption of white matter in women with chronic alcoholism. Neuroimage 2002; 15: 708-18.
  • 48 Li T-Q. et al. A DTI study of adolescents with disruptive behavior disorder. Neuroimage 2002; 16 (Suppl. HBM 2002): 35.
  • 49 Sach et al. Diffusion tensor imaging assesses subclinical corticobulbar tract affection in patients with amyotrophic lateral sclerosis. Neuroimage 2002; 16 (Suppl. HBM 2002): 62.
  • 50 Eriksson SH. et al. Diffusion tensor imaging in patients with epilepsy and malformations of cortical development. Brain 2001; 124: 617-26.
  • 51 Smith SM. et al. Investigation of feline brain anatomy for the detection of cortical spreading depression with magnetic resonance imaging. J Anat 2001; 198: 537-54.
  • 52 Mukherjee P, McKinstry RC. Reversible posterior leucoencephalopathy syndrome: evaluation with diffusion-tensor MR imaging. Radiology 2001; 219: 75665.
  • 53 Naidu S. et al. Neuroimaging studies in Rett syndrome. Brain Dev 2001; 23 (Suppl 1): S62-71.
  • 54 Inglese M. et al. Magnetization transfer and diffusion tensor MR imaging of the optic radiations and calcarine cortex from patients with Leber’s hereditary optic neuropathy. J Neurol Sci 2001; 188: 33-6.
  • 55 Filippi CG. et al. Diffusion tensor imaging of patients with HIV and normal-appearing white matter on MR images of the brain. Am J Neuroradiol 2001; 22: 277-83.
  • 56 Pomara N. et al. White matter abnormalities in HIV-1 infection: a diffusion tensor imaging study. Psychiatry Res 2001; 106: 15-24.
  • 57 Mottaghy FM. et al. Effects of TMS as measured by diffusion-weighted imaging. Neuroimage 2002; 16 (Suppl. HBM 2002): 548.
  • 58 Stieltjes B. et al. Diffusion tensor imaging and axonal tracking in the human brainstem. Neuroimage 2001; 14: 723-35.
  • 59 Basser et al. In vivo fiber tractography using DT-MRT data. Magn Reson Med 2000; 44: 625-32.
  • 60 Poupon C. Towards inference of human brain connectivity from MR diffusion tensor data. Med Image Anal 2001; 05: 1-15.
  • 61 Frank LR. Anisotropy in high angular resolution diffusion-weighted MRI. Magn Reson Med 2001; 45: 935-9.
  • 62 Tuch DS. et al. High angular resolution diffusion imaging reveals intravoxel white matter fiber inhomogeneity. Magn Reson Med 2002; 48: 577-82.
  • 63 Lin C-P. et al. Validation of diffusion tensor magnetic resonance axonal fiber imaging with registered manganese-enhanced optic tracts. Neuroimage 2001; 14: 1035-47.
  • 64 Pütz B, Auer DP. Towards validation of DTIbased fiber tracking: plant phantoms. Neuroimage 2002; 16 (Suppl. HBM 2002): 487.
  • 65 Boujraf S. et al. Echo planar magnetic resonance imaging of anisotropic diffusion in asparagus stems. MAGMA 2001; 13: 82-90.
  • 66 Conturo T. et al. Analysis of lesions by diffusion tensor tracking of underlying neuronal pathways. Neuroimage 2002; 16 (Suppl. HBM 2002): 72.
  • 67 Napadow VJ. et al. Quantitative analysis of three-dimensional-resolved fiber architecture in heterogeneous skeletal muscle tissue using NMR and optical imaging methods. Biophys J 2001; 80: 2968-75.
  • 68 Wedeen VJ. et al. Demonstration of primary and secondary muscle fiber architecture of the bovine tongue by diffusion tensor magnetic resonance imaging. Biophys J 2001; 80: 1024-8.
  • 69 Gulani V. et al. Apparent diffusion tensor measurements in myelin-deficient rat spinal cords. Magn Reson Med 2001; 45: 191-5.
  • 70 Murphy BP. et al. Line scan diffusion tensor MRI of the cervical spinal cord in preterm infants. J Magn Reson Imaging 2001; 13: 949-53.
  • 71 Ries M. et al. Diffusion tensor MRI of the spinal cord. Magn Reson Med 2000; 44: 884-92.
  • 72 Ries M. et al. Diffusion tensor MRI of the human kidney. J Magn Reson Imaging 2001; 14 (01) 42-9.
  • 73 Gullberg GT. et al. Efficient cardiac diffusion tensor MRI by three-dimensional reconstruction of solenoidal tensor fields. Magn Reson Imaging 2001; 19: 233-56.
  • 74 Forder JR. et al. MR imaging measurement of compartmental water diffusion in perfused heart slices. Am J Physiol Heart Circ Physiol 2001; 281: H1280-5.
  • 75 Hsu EW, Henriquez CS. Myocardial fiber orientation mapping using reduced encoding diffusion tensor imaging. J Cardiovasc Magn Reson 2001; 03: 339-47.
  • 76 Kim J-S, Kanaan R, Pearlson G. Extended mutual information registration for simultaneously correcting motion effects and eddy current distortions of single-shot echo-planar diffusion tensor imaging. Neuroimage 2002; 16 (Suppl. HBM 2002): 58.
  • 77 Alexander D, Gee J, Bajcsy R. Elastic matching of diffusion tensor MRIs. In: Proc CVPR 1999. Los Alamitos: IEEE Computer Society; 1999: 1244-9.
  • 78 Haselgrove JC, Moore JR. Correction for distortion of echo-planar images used to calculate the apparent diffusion coefficient. Magn Reson Med 1996; 36: 960-4.
  • 79 Westin C-F. et al. Image processing for diffusion tensor magnetic resonance imaging. In: Taylor C, Colchester ACF. Proc MICCAI 1999. Berlin: Springer; 1999: 441-52.