Assessment of Global and Regional Diffusion Changes along White Matter Tracts in Parkinsonian Disorders by MR Tractography

PLoS ONE

Volumn 8, Issue 6, 2013, Pages

  Surova, Yulia ^a,b   Szczepankiewicz, Filip ^a   Lätt, Jimmy ^b   Nilsson, Markus ^a   Eriksson, Bengt ^a,c   Leemans, Alexander ^d   Hansson, Oskar ^a,c   van Westen, Danielle ^a,b   Nilsson, Christer ^c  

^a LUND UNIVERSITY   (Sweden)

^b LUND UNIVERSITY HOSPITAL   (Sweden)

^c LUND UNIVERSITY   (Sweden)

^d UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ANISOTROPY; ARTICLE; CINGULATE GYRUS; CLINICAL ARTICLE; CONTROLLED STUDY; CORPUS CALLOSUM; DIFFERENTIAL DIAGNOSIS; DIFFUSION; DIFFUSION TENSOR IMAGING; FEMALE; HUMAN; MAGNETIC RESONANCE TRACTOGRAPHY; MALE; MIDDLE CEREBELLAR PEDUNCLE; PARKINSONISM; PROGRESSIVE SUPRANUCLEAR PALSY; PYRAMIDAL TRACT; SHY DRAGER SYNDROME; TRACTOGRAPHY; WHITE MATTER;

AGED; CASE-CONTROL STUDIES; DIAGNOSIS, DIFFERENTIAL; DIFFUSION TENSOR IMAGING; FEMALE; HUMANS; MALE; MIDDLE AGED; NEURAL PATHWAYS; PARKINSONIAN DISORDERS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

PARKINSONIA;

EID: 84878973073     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0066022     Document Type: Article

References (74)

1. Piccini P, Brooks DJ, (2006) New developments of brain imaging for Parkinson's disease and related disorders. Mov Disord 21: 2035-41.
2. Basser PJ, Mattiello J, LeBihan D, (1994) MR Diffusion Tensor Spectroscopy and Imaging. Biophysical Journal 66: 259-67.
3. Tournier JD, Mori S, Leemans A, (2011) Diffusion Tensor Imaging and Beyond. Magn Reson Med 65: 1532-56.
4. Nilsson C, Markenroth Bloch K, Brockstedt S, Latt J, Widner H, et al. (2007) Tracking the neurodegeneration of parkinsonian disorders - a pilot study. Neuroradiology 49: 111-19.
5. Seppi K, Schocke MF, Mair KJ, Esterhammer R, Scherfler C, et al. (2006) Progression of putaminal degeneration in multiple system atrophy: a serial diffusion MR study. Neuroimage 31: 240-45.
6. Wang J, Wai Y, Lin WY, Ng S, Wang CH, et al. (2010) Microstructural changes in patients with progressive supranuclear palsy: a diffusion tensor imaging study. J Magn Reson Imaging 32: 69-75.
7. Padovani A, Borroni B, Brambati SM, Agosti C, Broli M, et al. (2006) Diffusion tensor imaging and voxel based morphometry study in early progressive supranuclear palsy. J Neurol Neurosurg Psychiatry 77: 457-63.
8. Peran P, Cherubini A, Assogna F, Piras F, Quattrocchi C, et al. (2010) Magnetic resonance imaging markers of Parkinson's disease nigrostriatal signature. Brain 133: 3423-33.
9. Zhan W, Kang GA, Glass GA, Zhang Y, Shirley C, et al. (2012) Regional alterations of brain microstructure in Parkinson's diseases using diffusion tensor imaging. Mov Disord 1: 90-97.
10. Vaillancourt DE, Spraker MB, Prodoehl J, Abraham I, Corcos DM, et al. (2009) High-resolution diffusion tensor imaging in the substantia nigra of de novo Parkinson disease. Neurology 72: 1378-84.
11. Nicoletti G, Tonon C, Lodi R, Condino F, Manners D, et al. (2008) Apparent diffusion coefficient of the superior cerebellar peduncle differentiates progressive supranuclear palsy from Parkinson's disease. Mov Disord 23: 2370-76.
12. Kollensperger M, Seppi K, Liener C, Boesch S, Heute D, et al. (2007) Diffusion weighted imaging best discriminates PD from MSA-P: A comparison with tilt table testing and heart MIBG scintigraphy. Mov Disord 22: 1771-76.
13. Paviour DC, Thornton JS, Lees AJ, Jäger HR, (2007) Diffusion-weighted magnetic resonance imaging diffentiates parkinsonian variant of multiple-system atrophy from progressive supranuclear palsy. Mov Disord 22: 68-74.
14. Erbetta A, Mandelli ML, Savoiardo M, Grisoli M, Bizzi A, et al. (2009) Diffusion tensor imaging shows different topographic involvement of the thalamus in progressive supranuclear palsy and corticobasal degeneration. Am J Neuroradiol 30: 1482-87.
15. Ito S, Makino T, Shirai W, Hattori T, (2008) Diffusion tensor analysis of corpus callosum in progressive supranuclear palsy. Neuroradiology 50: 981-85.
16. Tha KK, Terae S, Yabe I, Miyamoto T, Soma H, et al. (2010) Microstructural white matter abnormalities of multiple system atrophy: in vivo topographic illustration by using diffusion-tensor MR imaging. Radiology 255: 563-9.
17. Shiga K, Yamada K, Yoshikawa K, Mizuno T, Nishimura T, et al. (2005) Local tissue anisotropy decreases in cerebellopetal fibres and pyramidal tract in multiple system atrophy. J Neurol 252: 589-96.
18. Schocke MF, Seppi K, Esterhammer R, Kremser C, Mair KJ, et al. (2004) Trace of diffusion tensor differentiates the Parkinson variant of multiple system atrophy and Parkinson's disease. Neuroimage 21: 1443-51.
19. Schocke MF, Seppi K, Esterhammer R, Kremser C, Jaschke W, et al. (2002) Diffusion-weighted MRI differentiates the Parkinson variant of multiple system atrophy from PD. Neurology 58: 575-80.
20. Mori S, Crain BJ, Chacko VP, van Zijl PC, (1999) Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann Neurol 45: 265-9.
21. Canu E, Agosta F, Baglio F, Galantucci S, Nemni R, et al. (2011) Diffusion tensor magnetic resonance imaging tractography in progressive supranuclear palsy. Mov Disord 26: 1751-5.
22. Makino T, Ito S, Kumabara S, (2011) Involvement of pontine transverse and longitudinal fibers in multiple system atrophy: a tractography-based study. J Neurol Sci 303: 61-6.
23. Kvickström P, Eriksson B, van Westen D, Lätt J, Elfgren C, et al. (2011) Selective frontal neurodegeneration of the inferior fronto-occipital fasciculus in progressive supranuclear palsy (PSP) demonstrated by diffusion tensor tractography. BMC Neurology. 26: 11-13.
24. Colby JB, Soderberg L, Lebel C, Dinov ID, Thompson PM, et al. (2012) Along-tract statistics allow for enhanced tractography analysis. Neuroimage 59: 3227-42.
25. Lim KO, Hedehus M, Moseley M, de Crespiqny A, Sullivan EV, et al. (1999) Compromised white matter tract integrity in schizophrenia inferred from diffusion tensor imaging. Arch Gen Psychiatry 56: 367-374.
26. Xu D, Mori S, Solaiyappan M, van Zijl PC, Davatzikos C, (2002) A framework for callosal fiber distribution analysis. Neuroimage 17: 1131-43.
27. Fillard P, Gilmore J, Piven J, Lin WL, Gerig G (2003) Quantitative analysis of white matter fiber properties along geodesic paths. In: Ellis RE, Peters TM, editors. Medical Image Computing and Computer-Assisted Intervention (MICCAI 03). Lecture Notes in Computer Science, Volume 2879. Heidelberg: Springer-Verlag. 16-23.
28. Leemans A, Jeurissen B, Sijbers J, Jones DK (2009) ExploreDTI: a graphical toolbox for processing, analyzing, and visualizing diffusion MR data. In Proc Intl Soc Mag Reson Med 3537.
29. Szczepankiewicz F, Leemans A, Sundgren P, Wirestam R, Ståhlberg F, et al. (2012) Power and variability analysis in diffusion kurtosis imaging: Sample size estimation in three white matter structures. In Proc Intl Soc Mag Reson Med 3628.
30. Mårtensson J, Nilsson M, Ståhlberg F, Sundgren P, Nilsson C, et al. (2013) Spatial analysis of diffusion tensor tractography statistics along the inferior fronto-occipital fasciculus with application in progressive supranuclear palsy. MAGMA (In press).
31. Mårtensson J, Nilsson M, Elfgren C, Landqvist M, Ståhlberg F, et al. (2011) Spatial analysis of diffusion tensor tractography depicts local white matter changes. In Proc Intl Soc Mag Reson Med 4876.
32. Reich DS, Smith SA, Jones CK, Zackowski KM, van Zijl PC, et al. (2006) Quantitative Characterization of the Corticospinal Tract at 3 Tesla. Am J Neuroradiol 27: 2168-78.
33. Calne DB, Snow BJ, Lee C, (1992) Criteria for diagnosing Parkinson's disease. Ann Neurol 32: S125-7.
34. Litvan I, Agid Y, Calne D, Campbell G, Dubois B, et al. (1996) Clinical research criteria for the diagnosis of progressive supranuclear palsy (Steele-Richardson-Olszewski syndrome): report of the NINDS-SPSP International Workshop. Neurology 47: 1-9.
35. Gilman S, Low PA, Quinn N, Albanese A, Ben-Shlomo Y, et al. (1999) Consensus statement on the diagnosis of multiple system atrophy. J Neurol Sci 163: 94-8.
36. Jones DK, Leemans A, (2010) Diffusion tensor imaging. Methods Mol Biol 711: 127-44.
37. Nucifora PG, Verma R, Lee SK, Melhem ER, (2007) Diffusion-tensor MR imaging and tractography: exploring brain microstructure and connectivity. Radiology 245: 127-44.
38. Klein S, Staring M, Murphy K, Viergever MA, Pluim JP, (2010) Elastix: A toolbox for intensitybased medical image registration. IEEET. Med Imaging 29: 195-205.
39. Leemans A, Jones DK, (2009) The B-matrix must be rotated when correcting for subject motion in DTI data. Magn Reson Med 61: 1336-49.
40. Stieltjes B, Kaufmann WE, van Zijl PC, Fredericksen K, Pearlson GD, et al. (2001) Diffusion tensor imaging and axonal tracking in the human brainstem. Neuroimage 14: 723-35.
41. Wakana S, Jiang H, Nagae-Poetscher LM, van Zijl PC, Mori S, (2004) Fiber tract-based atlas of human white matter anatomy. Radiology 230: 77-87.
42. Hofer S, Frahma J, (2006) Topography of the human corpus callosum revisited: comprehensive fiber tractography using diffusion tensor magnetic resonance imaging. Neuroimage 32: 989-94.
43. Hsu JL, Van Hecke W, Bai CH, Lee CH, Tsai YF, et al. (2010) Microstructural white matter changes in normal aging: a diffusion tensor imaging study with higher-order polynomial regression models. Neuroimage 49: 32-43.
44. Hsu JL, Leemans A, Bai CH, Lee CH, Tsai YF, et al. (2008) Gender differences and age-related white matter changes of the human brain: a diffusion tensor imaging study. Neuroimage 39: 566-77.
45. Zhang Y, Schuff N, Jahng GH, Bayne W, Mori S, et al. (2007) Diffusion tensor imaging of cingulum fibers in mild cognitive impairment and Alzheimer disease. Neurology 68: 13-9.
46. Muller MJ, Greverus D, Weibrich C, Dellani PR, Scheurich A, et al. (2007) Diagnostic utility of hippocampal size and mean diffusivity in amnestic MCI. Neurobiol Aging 28: 398-403.
47. Salat DH, Lee SY, Yu P, Setty B, Rosas HD, et al. (2009) DTI in development and aging. In: Johansen-Berg H and Behrens TEJ (eds) Diffusion MRI. From quantitative measurement to in vivo neuroanatomy. Amsterdam, Elsevier/Academic Press. 205-36.
48. Van Camp N, Blockx I, Verhoye M, Casteels C, Coun F, et al. (2009) Diffusion tensor imaging in a rat model of Parkinson's disease after lesioning of the nigrostriatal tract. NMR Biomed 22: 697-706.
49. Wang HC, Hsu JL, Leemans A, (2012) Diffusion Tensor Imaging of Vascular Parkinsonism: Structural Changes in Cerebral White Matter and the Association With Clinical Severity. Arch Neurol 23: 1-9.
50. Yoshikawa K, Nakata Y, Yamada K, Nakagawa M, (2004) Early pathological changes in the parkinsonian brain demonstrated by diffusion tensor. Neurol Neurosurg Psychiatry 75: 481-4.
51. Seppi K, Schocke MF, Esterhammer R, Kremser C, Brenneis C, et al. (2003) Diffusion-weighted imaging discriminates progressive supranuclear palsy from PD, but not from the parkinson variant of multiple system atrophy. Neurology 60: 922-7.
52. Tsukamoto K, Matsusue E, Kanasaki Y, Kakite S, Fujii S, et al. (2012) Significance of apparent diffusion coefficient measurement for the differential diagnosis of multiple system atrophy, progressive supranuclear palsy, and Parkinson's disease: evaluation by 3.0 T MR imaging. Neuroradiology 54: 947-55.
53. Vos SB, Jones DK, Viergever MA, Leemans A, (2011) Partial volume effect as a hidden covariate in DTI analyses. Neuroimage 55: 1566-76.
54. Knake S, Belke M, Menzler K, Pilatus U, Eqqert KM, et al. (2010) In Vivo Demonstration of Microstructural Brain Pathology in Progressive Supranuclear Palsy: A DTI Study Using TBSS. Mov Disord 25: 1232-8.
55. Whitwell JL, Master AV, Avula R, Kantarci K, Eqqers SD, et al. (2011) Clinical correlates of white matter tract degeneration in progressive supranuclear palsy. Arch Neurol 68: 753-60.
56. Gong G, Jiang T, Zhu C, Zang Y, Wanq F, et al. (2005) Asymmetry analysis of cingulum based on scale-invariant parameterization by diffusion tensor imaging. Hum Brain Mapp 24: 92-8.
57. Lee CEC, Danielian LE, Thomasson D, Baker EH, (2009) Normal regional fractional anisotropy and diffusion coefficient of the brain measured on a 3TMR scanner. Neuroradiology 51: 3-9.
58. Kume A, Takahashi A, Hashizume Y, (1993) Neuronal cell loss of the striatonigral system in multiple system atrophy. J Neurol Sci 117: 33-40.
59. Wenning GK, Tison F, Ben Shlomo Y, Daniel SE, Quinn NP, (1997) Multiple system atrophy: a review of 203 pathologically proven cases. Mov Disord 12: 133-47.
60. Köllensperger M, Geser F, Ndayisaba JP, Boesch S, Seppi K, et al. (2010) Presentation, diagnosis and management of multiple system atrophy in Europe: final analysis of the European multiple system atrophy registry. Mov Disord 25: 2604-12.
61. Brenneis C, Seppi K, Schocke M, Benke T, Wenning GK, et al. (2004) Voxel based morphometry reveals a distinct pattern of frontal atrophy in progressive supranuclear palsy. J Neurol Neurosurg Psychiatry 75: 246-9.
62. Cordato NJ, Duggins AJ, Halliday GM, Morris JG, Pantelis C, (2005) Clinical deficits correlate with regional cerebral atrophy in progressive supranuclear palsy. Brain 128: 1259.
63. Kamagata K, Motoi Y, Tomiyama H, Abe O, Ito K, et al. (2013) Relationship between cognitive impairment and white-matter alteration in Parkinson's disease with dementia: tract-based spatial statistics and tract-specific analysis. Eur Radiol 13: In press.
64. Hattori T, Orimo S, Aoki S, Ito K, Abe O, et al. (2012) Cognitive status correlates with white matter alteration in Parkinson's disease. Hum Brain Mapp 33: 727-39.
65. Kamagata K, Motoi Y, Abe O, Shimoji K, Hori M, et al. (2012) White matter alteration of the cingulum in Parkinson disease with and without dementia: evaluation by diffusion tensor tract-specific analysis. Am J Neuroradiology 33: 890-95.
66. Hughes AJ, Daniel SE, Ben Shlomo Y, Lees AJ, (2000) The accuracy of diagnosis of parkinsonian syndromes in a specialist movement disorder service. Brain 125: 861-70.
67. Jeurissen B, Leemans A, Tournier JD, Jones DK, Sijbers J (2012) Investigating the prevalence of complex fiber configurations in white matter tissue with diffusion magnetic resonance imaging. Hum Brain Mapp 19. doi: 10.1002/hbm.22099.
68. Vos SB, Jones DK, Jeurissen B, Vierqever MA, Leemans A, (2012) The influence of complex white matter architecture on the mean diffusivity in diffusion tensor MRI of the human brain. Neuroimage 59: 2208-16.
69. Descoteaux M, Deriche R, Knösche TR, Anwander A, (2009) Deterministic and probabilistic tractography based on complex fibre orientation distributions. IEEE Trans Med Imaging 28: 269-86.
70. Jeurissen B, Leemans A, Jones DK, Tournier JD, Sijbers J, (2011) Probabilistic fiber tracking using the residual bootstrap with constrained spherical deconvolution. Hum Brain Mapp 32: 461-79.
71. Wedeen VJ, Wang RP, Schmahmann JD, Benner T, Tsenq WY, et al. (2008) Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers. Neuroimage 41: 1267-77.
72. Hrabětová S, Nicholson C (2007) Biophysical Properties of Brain Extracellular Space Explored with Ion-Selective Microelectrodes, Integrative Optical Imaging and Related Techniques. In: Michael AC, Borland LM, editors. Electrochemical Methods for Neuroscience. Boca Raton (FL): CRC Press; Chapter 10.
73. Douaud G, Jbabdi S, Behrens TE, Menke RA, Gass A, et al. (2011) DTI measures in crossing-fibre areas: increased diffusion anisotropy reveals early white matter alteration in MCI and mild Alzheimer's disease. Neuroimage 55: 880-90.
74. Deprez S, Billiet T, Sunaert S, Leemans A (2013) Diffusion tensor MRI of chemotherapy-induced cognitive impairment in non-CNS cancer patients: a review. Brain Imaging Behav 18: In press.