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Erschienen in: Neuroradiology 2/2013

01.02.2013 | Functional Neuroradiology

Whole-brain voxel-based analysis of diffusion tensor MRI parameters in patients with primary open angle glaucoma and correlation with clinical glaucoma stage

verfasst von: Hui Dai, Dazhi Yin, Chunhong Hu, John N. Morelli, Su Hu, Xu Yan, Dongrong Xu

Erschienen in: Neuroradiology | Ausgabe 2/2013

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Abstract

Introduction

Glaucoma is the second leading cause of blindness worldwide. The purpose of this study is to identify areas of neurodegeneration in glaucoma utilizing 3 T magnetic resonance (MR) diffusion tensor imaging (DTI) parameters with whole-brain voxel-based analysis (VBA) and determine whether these parameters correlate with disease severity.

Methods

Twenty-five glaucoma patients and 25 age-matched healthy volunteers were prospectively examined. Clinical glaucoma severity was assessed utilizing static threshold visual field parameters. All subjects underwent 3 T MRI utilizing a DTI sequence (repetition time/echo time 13,000/68.9 ms, maximal b value 800 s/mm2 along 30 directions) and an anatomic sequence to provide structural information. All data sets were processed by VBA. Brain fractional anisotropy, mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity (AD) were compared in the two groups. Correlation between DTI parameters and glaucoma stage were determined.

Results

The bilateral optic radiations and chiasma of glaucoma patients demonstrated statistically significantly lower fractional anisotropy (p < 0.05). Optic radiation RD was similarly decreased in glaucoma patients (p < 0.05). There were no statistically significant differences noted in MD or AD between the two groups (p > 0.05). Optic chiasm fractional anisotropy values were negatively correlated with glaucoma stage (r = −0.53, p < 0.05) and optic radiation RD values positively correlated (left r = 0.45, p < 0.05; right = 0.38, p = 0.06).

Conclusion

DTI parameters fractional anisotropy and RD are altered in the optic chiasm and radiations of glaucoma patients. As fractional anisotropy and RD also correlate with glaucoma stage, these values could serve as potential noninvasive markers of disease severity.
Literatur
2.
Zurück zum Zitat Boland MV, Quigley HA (2007) Risk factors and open-angle glaucoma: classification and application. J Glaucoma 16:406–418PubMedCrossRef Boland MV, Quigley HA (2007) Risk factors and open-angle glaucoma: classification and application. J Glaucoma 16:406–418PubMedCrossRef
3.
Zurück zum Zitat Gupta N, Yucel YH (2007) Glaucoma as a neurodegenerative disease. Curr Opin Ophthalmol 18:110–114PubMedCrossRef Gupta N, Yucel YH (2007) Glaucoma as a neurodegenerative disease. Curr Opin Ophthalmol 18:110–114PubMedCrossRef
4.
Zurück zum Zitat Dai H, Mu KT, Qi JP, Wang CY, Zhu WZ, Xia LM, Chen ZQ, Zhang H, Ai F, Morelli JN (2011) Assessment of lateral geniculate nucleus atrophy with 3 T MR imaging and correlation with clinical stage of glaucoma. AJNR Am J Neuroradiol 32:1347–1353PubMedCrossRef Dai H, Mu KT, Qi JP, Wang CY, Zhu WZ, Xia LM, Chen ZQ, Zhang H, Ai F, Morelli JN (2011) Assessment of lateral geniculate nucleus atrophy with 3 T MR imaging and correlation with clinical stage of glaucoma. AJNR Am J Neuroradiol 32:1347–1353PubMedCrossRef
5.
Zurück zum Zitat Kitsos G, Zikou AK, Bagli E, Kosta P, Argyropoulou MI (2009) Conventional MRI and magnetisation transfer imaging of the brain and optic pathway in primary open-angle glaucoma. Br J Radiol 82:896–900PubMedCrossRef Kitsos G, Zikou AK, Bagli E, Kosta P, Argyropoulou MI (2009) Conventional MRI and magnetisation transfer imaging of the brain and optic pathway in primary open-angle glaucoma. Br J Radiol 82:896–900PubMedCrossRef
6.
Zurück zum Zitat Gupta N, Ang LC, de Tilly LN, Bidaisee L, Yucel YH (2006) Human glaucoma and neural degeneration in intracranial optic nerve, lateral geniculate nucleus, and visual cortex. Br J Ophthalmol 90:674–678PubMedCrossRef Gupta N, Ang LC, de Tilly LN, Bidaisee L, Yucel YH (2006) Human glaucoma and neural degeneration in intracranial optic nerve, lateral geniculate nucleus, and visual cortex. Br J Ophthalmol 90:674–678PubMedCrossRef
7.
Zurück zum Zitat Gupta N, Yucel YH (2007) What changes can we expect in the brain of glaucoma patients? Surv Ophthalmol 52(Suppl 2):S122–126PubMedCrossRef Gupta N, Yucel YH (2007) What changes can we expect in the brain of glaucoma patients? Surv Ophthalmol 52(Suppl 2):S122–126PubMedCrossRef
8.
Zurück zum Zitat Ito Y, Shimazawa M, Chen YN, Tsuruma K, Yamashima T, Araie M, Hara H (2009) Morphological changes in the visual pathway induced by experimental glaucoma in Japanese monkeys. Exp Eye Res 89:246–255PubMedCrossRef Ito Y, Shimazawa M, Chen YN, Tsuruma K, Yamashima T, Araie M, Hara H (2009) Morphological changes in the visual pathway induced by experimental glaucoma in Japanese monkeys. Exp Eye Res 89:246–255PubMedCrossRef
9.
Zurück zum Zitat Yucel YH, Zhang Q, Weinreb RN, Kaufman PL, Gupta N (2003) Effects of retinal ganglion cell loss on magno-, parvo-, koniocellular pathways in the lateral geniculate nucleus and visual cortex in glaucoma. Prog Retin Eye Res 22:465–481PubMedCrossRef Yucel YH, Zhang Q, Weinreb RN, Kaufman PL, Gupta N (2003) Effects of retinal ganglion cell loss on magno-, parvo-, koniocellular pathways in the lateral geniculate nucleus and visual cortex in glaucoma. Prog Retin Eye Res 22:465–481PubMedCrossRef
10.
Zurück zum Zitat Qing G, Zhang S, Wang B, Wang N (2010) Functional MRI signal changes in primary visual cortex corresponding to the central normal visual field of patients with primary open-angle glaucoma. Invest Ophthalmol Vis Sci 51:4627–4634PubMedCrossRef Qing G, Zhang S, Wang B, Wang N (2010) Functional MRI signal changes in primary visual cortex corresponding to the central normal visual field of patients with primary open-angle glaucoma. Invest Ophthalmol Vis Sci 51:4627–4634PubMedCrossRef
11.
Zurück zum Zitat Dai H, Morelli JN, Ai F, Yin D, Hu C, Xu D, Li Y (2012) Resting-state functional MRI: functional connectivity analysis of the visual cortex in primary open-angle glaucoma patients Hum Brain Mapp. Dai H, Morelli JN, Ai F, Yin D, Hu C, Xu D, Li Y (2012) Resting-state functional MRI: functional connectivity analysis of the visual cortex in primary open-angle glaucoma patients Hum Brain Mapp.
12.
Zurück zum Zitat Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system—a technical review. NMR Biomed 15:435–455PubMedCrossRef Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system—a technical review. NMR Biomed 15:435–455PubMedCrossRef
13.
Zurück zum Zitat Augustinack JC, Helmer K, Huber KE, Kakunoori S, Zollei L, Fischl B. Direct visualization of the perforant pathway in the human brain with ex vivo diffusion tensor imaging (Front Hum Neurosci 4: 42. Augustinack JC, Helmer K, Huber KE, Kakunoori S, Zollei L, Fischl B. Direct visualization of the perforant pathway in the human brain with ex vivo diffusion tensor imaging (Front Hum Neurosci 4: 42.
14.
Zurück zum Zitat Tao XF, Wang ZQ, Gong WQ, Jiang QJ, Shi ZR (2009) A new study on diffusion tensor imaging of the whole visual pathway fiber bundle and clinical application. Chin Med J (Engl) 122:178–182 Tao XF, Wang ZQ, Gong WQ, Jiang QJ, Shi ZR (2009) A new study on diffusion tensor imaging of the whole visual pathway fiber bundle and clinical application. Chin Med J (Engl) 122:178–182
15.
Zurück zum Zitat Westlye LT, Walhovd KB, Dale AM, Bjornerud A, Due-Tonnessen P, Engvig A, Grydeland H, Tamnes CK, Ostby Y, Fjell AM. Life-span changes of the human brain white matter: diffusion tensor imaging (DTI) and volumetry (Cereb Cortex 20: 2055–2068. Westlye LT, Walhovd KB, Dale AM, Bjornerud A, Due-Tonnessen P, Engvig A, Grydeland H, Tamnes CK, Ostby Y, Fjell AM. Life-span changes of the human brain white matter: diffusion tensor imaging (DTI) and volumetry (Cereb Cortex 20: 2055–2068.
16.
Zurück zum Zitat Song SK, Sun SW, Ramsbottom MJ, Chang C, Russell J, Cross AH (2002) Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. NeuroImage 17:1429–1436PubMedCrossRef Song SK, Sun SW, Ramsbottom MJ, Chang C, Russell J, Cross AH (2002) Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. NeuroImage 17:1429–1436PubMedCrossRef
17.
Zurück zum Zitat Song SK, Sun SW, Ju WK, Lin SJ, Cross AH, Neufeld AH (2003) Diffusion tensor imaging detects and differentiates axon and myelin degeneration in mouse optic nerve after retinal ischemia. NeuroImage 20:1714–1722PubMedCrossRef Song SK, Sun SW, Ju WK, Lin SJ, Cross AH, Neufeld AH (2003) Diffusion tensor imaging detects and differentiates axon and myelin degeneration in mouse optic nerve after retinal ischemia. NeuroImage 20:1714–1722PubMedCrossRef
18.
Zurück zum Zitat Huang J, Friedland RP, Auchus AP (2007) Diffusion tensor imaging of normal-appearing white matter in mild cognitive impairment and early Alzheimer disease: preliminary evidence of axonal degeneration in the temporal lobe. AJNR Am J Neuroradiol 28:1943–1948PubMedCrossRef Huang J, Friedland RP, Auchus AP (2007) Diffusion tensor imaging of normal-appearing white matter in mild cognitive impairment and early Alzheimer disease: preliminary evidence of axonal degeneration in the temporal lobe. AJNR Am J Neuroradiol 28:1943–1948PubMedCrossRef
19.
Zurück zum Zitat Bozzali M, Falini A, Franceschi M, Cercignani M, Zuffi M, Scotti G, Comi G, Filippi M (2002) White matter damage in Alzheimer's disease assessed in vivo using diffusion tensor magnetic resonance imaging. J Neurol Neurosurg Psychiatr 72:742–746PubMedCrossRef Bozzali M, Falini A, Franceschi M, Cercignani M, Zuffi M, Scotti G, Comi G, Filippi M (2002) White matter damage in Alzheimer's disease assessed in vivo using diffusion tensor magnetic resonance imaging. J Neurol Neurosurg Psychiatr 72:742–746PubMedCrossRef
20.
Zurück zum Zitat Naismith RT, Xu J, Tutlam NT, Trinkaus K, Cross AH, Song SK (2010) Radial diffusivity in remote optic neuritis discriminates visual outcomes. Neurology 74:1702–1710PubMedCrossRef Naismith RT, Xu J, Tutlam NT, Trinkaus K, Cross AH, Song SK (2010) Radial diffusivity in remote optic neuritis discriminates visual outcomes. Neurology 74:1702–1710PubMedCrossRef
21.
Zurück zum Zitat Engelhorn T, Michelson G, Waerntges S, Struffert T, Haider S, Doerfler A. Diffusion tensor imaging detects rarefaction of optic radiation in glaucoma patients (Acad Radiol 18: 764–769. Engelhorn T, Michelson G, Waerntges S, Struffert T, Haider S, Doerfler A. Diffusion tensor imaging detects rarefaction of optic radiation in glaucoma patients (Acad Radiol 18: 764–769.
22.
Zurück zum Zitat Garaci FG, Bolacchi F, Cerulli A, Melis M, Spano A, Cedrone C, Floris R, Simonetti G, Nucci C (2009) Optic nerve and optic radiation neurodegeneration in patients with glaucoma: in vivo analysis with 3-T diffusion-tensor MR imaging. Radiology 252:496–501PubMedCrossRef Garaci FG, Bolacchi F, Cerulli A, Melis M, Spano A, Cedrone C, Floris R, Simonetti G, Nucci C (2009) Optic nerve and optic radiation neurodegeneration in patients with glaucoma: in vivo analysis with 3-T diffusion-tensor MR imaging. Radiology 252:496–501PubMedCrossRef
23.
Zurück zum Zitat El-Rafei A, Engelhorn T, Warntges S, Dorfler A, Hornegger J, Michelson G (2011) A framework for voxel-based morphometric analysis of the optic radiation using diffusion tensor imaging in glaucoma. Magn Reson Imaging 29:1076–1087PubMedCrossRef El-Rafei A, Engelhorn T, Warntges S, Dorfler A, Hornegger J, Michelson G (2011) A framework for voxel-based morphometric analysis of the optic radiation using diffusion tensor imaging in glaucoma. Magn Reson Imaging 29:1076–1087PubMedCrossRef
24.
Zurück zum Zitat Michelson G, Engelhorn T, Warntges S, El Rafei A, Hornegger J, Doerfler A. (2012) DTI parameters of axonal integrity and demyelination of the optic radiation correlate with glaucoma indices Graefes Arch Clin Exp Ophthalmol. Michelson G, Engelhorn T, Warntges S, El Rafei A, Hornegger J, Doerfler A. (2012) DTI parameters of axonal integrity and demyelination of the optic radiation correlate with glaucoma indices Graefes Arch Clin Exp Ophthalmol.
25.
Zurück zum Zitat Zikou AK, Kitsos G, Tzarouchi LC, Astrakas L, Alexiou GA, Argyropoulou MI. Voxel-based morphometry and diffusion tensor imaging of the optic pathway in primary open-angle glaucoma: a preliminary study (AJNR Am J Neuroradiol. Zikou AK, Kitsos G, Tzarouchi LC, Astrakas L, Alexiou GA, Argyropoulou MI. Voxel-based morphometry and diffusion tensor imaging of the optic pathway in primary open-angle glaucoma: a preliminary study (AJNR Am J Neuroradiol.
26.
Zurück zum Zitat Melonakos ED, Shenton ME, Rathi Y, Terry DP, Bouix S, Kubicki M. Voxel-based morphometry (VBM) studies in schizophrenia-can white matter changes be reliably detected with VBM? (Psychiatry Res 193: 65–70. Melonakos ED, Shenton ME, Rathi Y, Terry DP, Bouix S, Kubicki M. Voxel-based morphometry (VBM) studies in schizophrenia-can white matter changes be reliably detected with VBM? (Psychiatry Res 193: 65–70.
27.
Zurück zum Zitat Smith SA, Williams ZR, Ratchford JN, Newsome SD, Farrell SK, Farrell JA, Gifford A, Miller NR, van Zijl PC, Calabresi PA, Reich DS (2011) Diffusion tensor imaging of the optic nerve in multiple sclerosis: association with retinal damage and visual disability. AJNR Am J Neuroradiol 32:1662–1668PubMedCrossRef Smith SA, Williams ZR, Ratchford JN, Newsome SD, Farrell SK, Farrell JA, Gifford A, Miller NR, van Zijl PC, Calabresi PA, Reich DS (2011) Diffusion tensor imaging of the optic nerve in multiple sclerosis: association with retinal damage and visual disability. AJNR Am J Neuroradiol 32:1662–1668PubMedCrossRef
28.
Zurück zum Zitat Wheeler-Kingshott CA, Cercignani M (2009) About “axial” and “radial” diffusivities. Magn Reson Med 61:1255–1260PubMedCrossRef Wheeler-Kingshott CA, Cercignani M (2009) About “axial” and “radial” diffusivities. Magn Reson Med 61:1255–1260PubMedCrossRef
29.
Zurück zum Zitat Jones DK, Symms MR, Cercignani M, Howard RJ (2005) The effect of filter size on VBM analyses of DT-MRI data. NeuroImage 26:546–554PubMedCrossRef Jones DK, Symms MR, Cercignani M, Howard RJ (2005) The effect of filter size on VBM analyses of DT-MRI data. NeuroImage 26:546–554PubMedCrossRef
30.
Zurück zum Zitat Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM, Behrens TE (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. NeuroImage 31:1487–1505PubMedCrossRef Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM, Behrens TE (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. NeuroImage 31:1487–1505PubMedCrossRef
31.
Zurück zum Zitat Bodini B, Khaleeli Z, Cercignani M, Miller DH, Thompson AJ, Ciccarelli O (2009) Exploring the relationship between white matter and gray matter damage in early primary progressive multiple sclerosis: an in vivo study with TBSS and VBM. Hum Brain Mapp 30:2852–2861PubMedCrossRef Bodini B, Khaleeli Z, Cercignani M, Miller DH, Thompson AJ, Ciccarelli O (2009) Exploring the relationship between white matter and gray matter damage in early primary progressive multiple sclerosis: an in vivo study with TBSS and VBM. Hum Brain Mapp 30:2852–2861PubMedCrossRef
32.
Zurück zum Zitat Della Nave R, Ginestroni A, Tessa C, Salvatore E, Bartolomei I, Salvi F, Dotti MT, De Michele G, Piacentini S, Mascalchi M (2008) Brain white matter tracts degeneration in Friedreich ataxia. An in vivo MRI study using tract-based spatial statistics and voxel-based morphometry. NeuroImage 40:19–25PubMedCrossRef Della Nave R, Ginestroni A, Tessa C, Salvatore E, Bartolomei I, Salvi F, Dotti MT, De Michele G, Piacentini S, Mascalchi M (2008) Brain white matter tracts degeneration in Friedreich ataxia. An in vivo MRI study using tract-based spatial statistics and voxel-based morphometry. NeuroImage 40:19–25PubMedCrossRef
33.
Zurück zum Zitat Haller S, Xekardaki A, Delaloye C, Canuto A, Lovblad KO, Gold G, Giannakopoulos P (2011) Combined analysis of grey matter voxel-based morphometry and white matter tract-based spatial statistics in late-life bipolar disorder. J Psychiatry Neurosci 36:391–401PubMedCrossRef Haller S, Xekardaki A, Delaloye C, Canuto A, Lovblad KO, Gold G, Giannakopoulos P (2011) Combined analysis of grey matter voxel-based morphometry and white matter tract-based spatial statistics in late-life bipolar disorder. J Psychiatry Neurosci 36:391–401PubMedCrossRef
34.
Zurück zum Zitat Newlander S (2011) Methodological improvements in voxel based analysis of diffusion tensor images: aplications to study the impact of APOE on white matter integrity. San Diego State University, Dissertation Newlander S (2011) Methodological improvements in voxel based analysis of diffusion tensor images: aplications to study the impact of APOE on white matter integrity. San Diego State University, Dissertation
35.
Zurück zum Zitat Dai H, Deng X, Li Y, Morelli J, Ai F, Guo L, Wang C. (2011) Dorsal visual pathway neurodegeneration in patients with primary open angle glaucoma: in vivo analysis with 3 T diffusion-tensor MR imaging 97th Scientific Assembly and Annual meeting of the Radiological Society of North America. Chicago, IL Dai H, Deng X, Li Y, Morelli J, Ai F, Guo L, Wang C. (2011) Dorsal visual pathway neurodegeneration in patients with primary open angle glaucoma: in vivo analysis with 3 T diffusion-tensor MR imaging 97th Scientific Assembly and Annual meeting of the Radiological Society of North America. Chicago, IL
Metadaten
Titel
Whole-brain voxel-based analysis of diffusion tensor MRI parameters in patients with primary open angle glaucoma and correlation with clinical glaucoma stage
verfasst von
Hui Dai
Dazhi Yin
Chunhong Hu
John N. Morelli
Su Hu
Xu Yan
Dongrong Xu
Publikationsdatum
01.02.2013
Verlag
Springer-Verlag
Erschienen in
Neuroradiology / Ausgabe 2/2013
Print ISSN: 0028-3940
Elektronische ISSN: 1432-1920
DOI
https://doi.org/10.1007/s00234-012-1122-9

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