Diffusion Tensor Imaging in Cerebral Tumor Diagnosis and Therapy

Diffusion-weighted MR images and their analysis using the tensor model open up many new possibilities for tissue characterization, surgical planning, and treatment follow-up in patients with cerebral neoplasms. These possibilities are only just beginning to be fully explored. This article reviews the physical principles underlying diffusion tensor imaging (DTI); the various postprocessing methods available for DTI data in the context of tumor imaging; the commonly encountered patterns of tumor-related alteration to cerebral white matter, as depicted by directionally encoded color maps; and the current state of the art in DTI-based tumor diagnosis and treatment planning.

[1]  R D Tien,et al.  MR imaging of high-grade cerebral gliomas: value of diffusion-weighted echoplanar pulse sequences. , 1994, AJR. American journal of roentgenology.

[2]  P. Grenier,et al.  MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. , 1986, Radiology.

[3]  L. Lemieux,et al.  Diffusion tensor imaging demonstrates deviation of fibres in normal appearing white matter adjacent to a brain tumour , 2000, Journal of neurology, neurosurgery, and psychiatry.

[4]  A. Alexander,et al.  Diffusion tensor imaging of cerebral white matter: a pictorial review of physics, fiber tract anatomy, and tumor imaging patterns. , 2004, AJNR. American journal of neuroradiology.

[5]  James R. Moore,et al.  Correction for distortion of echo‐planar images used to calculate the apparent diffusion coefficient , 1996, Magnetic resonance in medicine.

[6]  Khader M Hasan,et al.  Diffusion-tensor imaging of white matter tracts in patients with cerebral neoplasm. , 2002, Journal of neurosurgery.

[7]  J. Tsuruda,et al.  Diffusion-weighted MR imaging of anisotropic water diffusion in cat central nervous system. , 1990, Radiology.

[8]  S. Chavda,et al.  Radiologic Differentiation of Intracranial Epidermoids from Arachnoid Cysts , 2002, Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology.

[9]  James M Provenzale,et al.  Lymphomas and high-grade astrocytomas: comparison of water diffusibility and histologic characteristics. , 2002, Radiology.

[10]  Talma Hendler,et al.  Delineating gray and white matter involvement in brain lesions: three-dimensional alignment of functional magnetic resonance and diffusion-tensor imaging. , 2003, Journal of neurosurgery.

[11]  M. Raichle,et al.  Tracking neuronal fiber pathways in the living human brain. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Hemant Parmar,et al.  Combined magnetic resonance tractography and functional magnetic resonance imaging in evaluation of brain tumors involving the motor system. , 2004, Journal of computer assisted tomography.

[13]  Pek-Lan Khong,et al.  Diffusion-tensor imaging for the detection and quantification of treatment-induced white matter injury in children with medulloblastoma: a pilot study. , 2003, AJNR. American journal of neuroradiology.

[14]  C Tanaka,et al.  Discrimination of brain abscess from necrotic or cystic tumors by diffusion-weighted echo planar imaging. , 1996, Magnetic resonance imaging.

[15]  P. Basser,et al.  Statistical artifacts in diffusion tensor MRI (DT‐MRI) caused by background noise , 2000, Magnetic resonance in medicine.

[16]  Toshinori Hirai,et al.  Usefulness of diffusion‐weighted MRI with echo‐planar technique in the evaluation of cellularity in gliomas , 1999, Journal of magnetic resonance imaging : JMRI.

[17]  K. Kono,et al.  The role of diffusion-weighted imaging in patients with brain tumors. , 2001, AJNR. American journal of neuroradiology.

[18]  C. Thomsen,et al.  In vivo Measurement of Water Self Diffusion in the Human Brain by Magnetic Resonance Imaging , 1987, Acta radiologica.

[19]  M. Kraut,et al.  Comparison of weakness progression in inclusion body myositis during treatment with methotrexate or placebo , 2002, Annals of neurology.

[20]  J C Gore,et al.  Analysis and correction of motion artifacts in diffusion weighted imaging , 1994, Magnetic resonance in medicine.

[21]  James G Pipe,et al.  Multishot diffusion‐weighted FSE using PROPELLER MRI , 2002, Magnetic resonance in medicine.

[22]  Glyn Johnson,et al.  Diffusion-tensor MR imaging of intracranial neoplasia and associated peritumoral edema: introduction of the tumor infiltration index. , 2004, Radiology.

[23]  Mark E Bastin,et al.  Diffusion tensor MR imaging of high-grade cerebral gliomas. , 2002, AJNR. American journal of neuroradiology.

[24]  Susumu Mori,et al.  Fiber tracking: principles and strategies – a technical review , 2002, NMR in biomedicine.

[25]  C. Eskey,et al.  Diffusion-weighted imaging in the follow-up of treated high-grade gliomas: tumor recurrence versus radiation injury. , 2004, AJNR. American journal of neuroradiology.

[26]  Chris A Clark,et al.  White matter fiber tracking in patients with space-occupying lesions of the brain: a new technique for neurosurgical planning? , 2003, NeuroImage.

[27]  D L Parker,et al.  Comparison of gradient encoding schemes for diffusion‐tensor MRI , 2001, Journal of magnetic resonance imaging : JMRI.

[28]  S C Williams,et al.  Non‐invasive assessment of axonal fiber connectivity in the human brain via diffusion tensor MRI , 1999, Magnetic resonance in medicine.

[29]  Pratik Mukherjee,et al.  Diffusion-tensor imaging-guided tracking of fibers of the pyramidal tract combined with intraoperative cortical stimulation mapping in patients with gliomas. , 2004, Journal of neurosurgery.

[30]  Sinisa Pajevic,et al.  Color schemes to represent the orientation of anisotropic tissues from diffusion tensor data: Application to white matter fiber tract mapping in the human brain , 1999, Magnetic resonance in medicine.

[31]  R. Kikinis,et al.  Magnetic resonance imaging shows orientation and asymmetry of white matter fiber tracts , 1998, Brain Research.

[32]  Bradford A Moffat,et al.  Evaluation of cancer therapy using diffusion magnetic resonance imaging. , 2003, Molecular cancer therapeutics.

[33]  Veit Rohde,et al.  Intraoperative three-dimensional visualization of the pyramidal tract in a neuronavigation system (PTV) reliably predicts true position of principal motor pathways. , 2003, Surgical neurology.

[34]  R. Zimmerman,et al.  Is there a role for diffusion-weighted imaging in patients with brain tumors or is the "bloom off the rose"? , 2001, AJNR. American journal of neuroradiology.

[35]  Isabelle Camby,et al.  Effect of hydrophilic components of the extracellular matrix on quantifiable diffusion-weighted imaging of human gliomas: preliminary results of correlating apparent diffusion coefficient values and hyaluronan expression level. , 2003, AJR. American journal of roentgenology.

[36]  P. Basser,et al.  MR diffusion tensor spectroscopy and imaging. , 1994, Biophysical journal.

[37]  P. Basser,et al.  A simplified method to measure the diffusion tensor from seven MR images , 1998, Magnetic resonance in medicine.

[38]  Roland Bammer,et al.  Diffusion tensor imaging using single‐shot SENSE‐EPI , 2002, Magnetic resonance in medicine.

[39]  P. Basser,et al.  Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. , 1996, Journal of magnetic resonance. Series B.

[40]  Mauricio Castillo,et al.  Differentiation of toxoplasmosis and lymphoma in AIDS patients by using apparent diffusion coefficients. , 2003, AJNR. American journal of neuroradiology.

[41]  Pratik Mukherjee,et al.  Subcortical pathways serving cortical language sites: initial experience with diffusion tensor imaging fiber tracking combined with intraoperative language mapping , 2004, NeuroImage.

[42]  J K Smith,et al.  Apparent diffusion coefficients in the evaluation of high-grade cerebral gliomas. , 2001, AJNR. American journal of neuroradiology.

[43]  Peter McGraw,et al.  Peritumoral brain regions in gliomas and meningiomas: investigation with isotropic diffusion-weighted MR imaging and diffusion-tensor MR imaging. , 2004, Radiology.

[44]  Khader M Hasan,et al.  Diffusion tensor eigenvector directional color imaging patterns in the evaluation of cerebral white matter tracts altered by tumor , 2004, Journal of magnetic resonance imaging : JMRI.

[45]  S. Maier,et al.  Normal brain and brain tumor: multicomponent apparent diffusion coefficient line scan imaging. , 2001, Radiology.

[46]  V. Jellús,et al.  Diffusion-weighted MR imaging of intracerebral masses: comparison with conventional MR imaging and histologic findings. , 2001, AJNR. American journal of neuroradiology.

[47]  J. Pekar,et al.  Echo-planar imaging of intravoxel incoherent motion. , 1990, Radiology.

[48]  Volker A Coenen,et al.  Preoperative assessment of motor cortex and pyramidal tracts in central cavernoma employing functional and diffusion-weighted magnetic resonance imaging. , 2002, Surgical neurology.

[49]  N. Papadakis,et al.  Minimal gradient encoding for robust estimation of diffusion anisotropy. , 2000, Magnetic resonance imaging.

[50]  P. Boesiger,et al.  SENSE: Sensitivity encoding for fast MRI , 1999, Magnetic resonance in medicine.

[51]  R C McKinstry,et al.  Evaluating pediatric brain tumor cellularity with diffusion-tensor imaging. , 2001, AJR. American journal of roentgenology.

[52]  J. E. Tanner,et al.  Spin diffusion measurements : spin echoes in the presence of a time-dependent field gradient , 1965 .

[53]  R. Ordidge,et al.  Correction of motional artifacts in diffusion-weighted MR images using navigator echoes. , 1994, Magnetic resonance imaging.

[54]  J G Pipe,et al.  In vivo MR determination of water diffusion coefficients and diffusion anisotropy: correlation with structural alteration in gliomas of the cerebral hemispheres. , 1995, AJNR. American journal of neuroradiology.

[55]  Lucullus H. T. Leung,et al.  White-matter diffusion anisotropy after chemo-irradiation: a statistical parametric mapping study and histogram analysis , 2004, NeuroImage.

[56]  Carl-Fredrik Westin,et al.  High-resolution line scan diffusion tensor MR imaging of white matter fiber tract anatomy. , 2002, AJNR. American journal of neuroradiology.

[57]  J D Pickard,et al.  Diffusion tensor imaging of brain tumours at 3T: a potential tool for assessing white matter tract invasion? , 2003, Clinical radiology.

[58]  R. Bammer Basic principles of diffusion-weighted imaging. , 2003, European journal of radiology.

[59]  A. Kalnin,et al.  Identification of the corticospinal tracts achieved using blood-oxygen-level-dependent and diffusion functional MR imaging in patients with brain tumors. , 2001, AJNR. American journal of neuroradiology.

[60]  P. V. van Zijl,et al.  Three‐dimensional tracking of axonal projections in the brain by magnetic resonance imaging , 1999, Annals of neurology.

[61]  S. Wakana,et al.  Fiber tract-based atlas of human white matter anatomy. , 2004, Radiology.

[62]  Behnam Badie,et al.  Diffusion tensor imaging of the corticospinal tract before and after mass resection as correlated with clinical motor findings: preliminary data. , 2005, AJNR. American journal of neuroradiology.

[63]  D. Parker,et al.  A geometric analysis of diffusion tensor measurements of the human brain , 2000, Magnetic resonance in medicine.

[64]  P Mansfield,et al.  Real-time echo-planar imaging by NMR. , 1984, British medical bulletin.

[65]  Haiying Liu,et al.  Application of Diffusion Tensor Imaging to Magnetic-Resonance-Guided Brain Tumor Resection , 2003, Pediatric Neurosurgery.

[66]  M. Bastin,et al.  Visualization and analysis of white matter structural asymmetry in diffusion tensor MRI data , 2004, Magnetic resonance in medicine.

[67]  K. Okamoto,et al.  Diffusion-weighted echo-planar MR imaging in differential diagnosis of brain tumors and tumor-like conditions , 2000, European Radiology.

[68]  T. Schwartz,et al.  Tumor involvement of the corticospinal tract: diffusion magnetic resonance tractography with intraoperative correlation. , 2001, Journal of neurosurgery.

[69]  P. Jezzard,et al.  Correction for geometric distortion in echo planar images from B0 field variations , 1995, Magnetic resonance in medicine.

[70]  M A Edgar,et al.  Appearance of meningiomas on diffusion-weighted images: correlating diffusion constants with histopathologic findings. , 2001, AJNR. American journal of neuroradiology.

[71]  T. Chenevert,et al.  Differentiation of Tumor Recurrence from radiation-induced Necrosis Using Diffusion Tensor Imaging , 2004 .

[72]  M. Horsfield,et al.  Optimal strategies for measuring diffusion in anisotropic systems by magnetic resonance imaging , 1999, Magnetic resonance in medicine.

[73]  G. Johnson,et al.  Peritumoral diffusion tensor imaging of high-grade gliomas and metastatic brain tumors. , 2003, AJNR. American journal of neuroradiology.

[74]  K. Krabbe,et al.  MR diffusion imaging of human intracranial tumours , 1997, Neuroradiology.

[75]  C. Meyer,et al.  Diffusion MRI: a new strategy for assessment of cancer therapeutic efficacy. , 2002, Molecular imaging.

[76]  Y. Bilgili,et al.  Effect of region of interest on interobserver variance in apparent diffusion coefficient measures. , 2004, AJNR. American journal of neuroradiology.

[77]  Mark E Bastin,et al.  Measurements of water diffusion and T1 values in peritumoural oedematous brain , 2002, Neuroreport.

[78]  Yu-Chien Wu,et al.  Quantitative analysis of diffusion tensor orientation: Theoretical framework , 2004, Magnetic resonance in medicine.

[79]  P. Basser,et al.  Toward a quantitative assessment of diffusion anisotropy , 1996, Magnetic resonance in medicine.