Abstract
Criteria for assessing upper motor neuron pathology in lower motor neuron disease (LMND) still remain major issues in clinical diagnosis. This study was designed to investigate patients with the clinical diagnosis of adult pure LMND by use of whole brain based diffusion tensor imaging (DTI) to delineate alterations of corticoefferent pathways in vivo. Comparison of fractional anisotropy (FA) maps was performed by whole brain-based spatial statistics for 37 LMND patients vs. 53 matched controls to detect white matter structural alterations. LMND patients were clinically differentiated in fast and slow progressors. Furthermore, tract specific alterations were investigated by fiber tracking techniques according to the staging hypothesis for amyotrophic lateral sclerosis (ALS). The analysis of white matter structural connectivity demonstrated widespread and characteristic patterns of alterations in patients with LMND, predominantly along the corticospinal tract (CST), with multiple clusters of regional FA reductions in the motor system at p < 0.05 (corrected for multiple comparisons). Fast progressing LMND showed substantial CST involvement, while slow progressors showed less CST alterations. In the tract-specific analysis according to the ALS-staging pattern as suggested by Braak, fast progressing LMND showed significant alterations of ALS-related tract systems beyond the CST compared to slow progressors and controls. In clinically pure LMND patients, the involvement of corticoefferent fibers was demonstrated, in particular along the CST, supporting the hypothesis that LMND is a phenotypical variant of ALS. This finding suggests to treat these patients like ALS, including the opportunity to participate in clinical trials.
Similar content being viewed by others
References
Chiò A, Pagani M, Agosta F, Calvo A, Cistaro A, Filippi M (2014) Neuroimaging in amyotrophic lateral sclerosis: insights into structural and functional changes. Lancet Neurol 13:1228–1240
Norris F, Shepherd R, Denys E, Mukai E, Elias L, Holden D, Norris H (1993) Onset, natural history and outcome in idiopathic adult motor neuron disease. J Neurol Sci 118:48–55
Traynor BJ, Codd MB, Corr B, Forde C, Frost E, Hardiman O (2000) Clinical features of amyotrophic lateral sclerosis according to the El Escorial and Airlie House diagnostic criteria. Arch Neurol 57:1171–1176
Brownell B, Oppenheimer DR, Hughes JT (1970) The central nervous system in motor neurone disease. J Neurol Neurosurg Psychiatry 33:338–357
Ince PG, Lowe J, Shaw PJ (1998) Amyotrophic lateral sclerosis: current issues in classification, pathogenesis and molecular pathology. Neuropathol Appl Neurobiol 24:104–117
Ince PG, Evans J, Knopp M, Forster G, Hamdalla HH, Wharton SB, Shaw PJ (2003) Corticospinal tract degeneration in the progressive muscular atrophy variant of ALS. Neurology 60:1252–1258
Turner MR, Grosskreutz J, Kassubek J, Abrahams S, Agosta F, Benatar M, Filippi M, Goldstein LH, van den Heuvel M, Kalra S, Lulé D, Mohammadi B, First Neuroimaging Symosium in ALS (NISALS) (2011) Towards a neuroimaging biomarker for amyotrophic lateral sclerosis. Lancet Neurol 10:400–403
Filippi M, Agosta F, Grosskreutz J, Benatar M, Kassubek J, Verstraete E, Turner MR, Neuroimaging Society in ALS (NiSALS) (2015) Progress towards a neuroimaging biomarker for amyotrophic lateral sclerosis. Lancet Neurol 14:786–788
Müller HP, Turner MR, Grosskreutz J, Abrahams S, Bede P, Govind V, Prudlo J, Ludolph AC, Filippi M, Kassubek J, Neuroimaging Society in ALS (NiSALS) DTI Study Group (2016) A large-scale multicentre cerebral diffusion tensor imaging study in amyotrophic lateral sclerosis. J Neurol Neurosurg Psychiatry 87:570–579
van den Berg-Vos RM, Visser J, Franssen H, de Visser M, de Jong JM, Kalmijn S, Wokke JH, van den Berg LH (2003) Sporadic lower motor neuron disease with adult onset: classification of subtypes. Brain 126:1036–1047
Müller HP, Unrath A, Ludolph AC, Kassubek J (2007) Preservation of diffusion tensor properties during spatial normalization by use of tensor imaging and fibre tracking on a normal brain database. Phys Med Biol 52:N99–N109
Müller HP, Kassubek J (2013) Diffusion tensor magnetic resonance imaging in the analysis of neurodegenerative diseases. J Vis Exp 77:e50427
Le Bihan D, Mangin JF, Poupon C, Clark CA, Pappata S, Molko N, Chabrinat H (2001) Diffusion tensor imaging: concepts and applications. J Magn Reson Imaging 13:534–546
Song S-K, Sun S-W, Ramsbottom MJ, Chang C, Russell J, Cross AH (2002) Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. Neuroimage 17:1429–1436
Jones DK, Symms MR, Cercignani M, Howard RJ (2005) The effect of filter size on VBM analyses of DT-MRI data. Neuroimage 26:546–554
Rosenfeld A, Kak AC (1982) Digital picture processing, 2nd edn. Academic Press Inc., Orlando, p 349
Unrath A, Müller HP, Riecker A, Ludolph AC, Sperfeld AD, Kassubek J (2010) Whole brain-based analysis of regional white matter tract alterations in rare motor neuron diseases by diffusion tensor imaging. Hum Brain Mapp 31:1727–1740
Rosskopf J, Müller HP, Dreyhaupt J, Gorges M, Ludolph AC, Kassubek J (2015) Ex post facto assessment of diffusion tensor imaging metrics from different MRI protocols: preparing for multicentre studies in ALS. Amyotroph Later Scler Frontotemp Degener 16:92–101
Kunimatsu A, Aoki S, Masutani Y, Abe O, Hayashi N, Mori H, Masumoto T, Ohtomo K (2004) The optimal trackability threshold of fractional anisotropy for diffusion tensor tractography of the corticospinal tract. Magn Reson Med Sci 3:11–17
Genovese CR, Lazar NA, Nichols T (2002) Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 15:870–878
Brettschneider J, Del Tredici K, Toledo JB, Robinson JL, Irwin DJ, Grossman M, Suh E, Van Deerlin VM, Wood EM, Baek Y, Kwong L, Lee EB, Elman L, McCluskey L, Fang L, Feldengut S, Ludolph AC, Lee VM, Braak H, Trojanowski JQ (2013) Stages of pTDP-43 pathology in amyotrophic lateral sclerosis. Ann Neurol 74:20–38
Kassubek J, Müller HP, Del Tredici K, Brettschneider J, Pinkhardt EH, Lulé D, Böhm S, Braak H, Ludolph AC (2014) Diffusion tensor imaging analysis of sequential spreading of disease in amyotrophic lateral sclerosis confirms patterns of TDP-43 pathology. Brain 137:1733–1740
Kassubek J, Müller HP (2016) Computer-based magnetic resonance imaging as a tool in clinical diagnosis in neurodegenerative diseases. Expert Rev Neurother 16:295–306
Müller HP, Unrath A, Sperfeld AD, Ludolph AC, Riecker A, Kassubek J (2007) Diffusion tensor imaging and tractwise fractional anisotropy statistics: quantitative analysis in white matter pathology. Biomed Eng Online 6:42
Hübers A, Hildebrandt V, Petri S, Kollewe K, Hermann A, Storch A, Hanisch F, Zierz S, Rosenbohm A, Ludolph AC, Dorst J (2016) Clinical features and differential diagnosis of flail arm syndrome. J Neurol 263:390–395
Braak H, Brettschneider J, Ludolph AC, Lee VM, Trojanowski JQ, Del Tredici K (2013) Amyotrophic lateral sclerosis—a model of corticofugal axonal spread. Nat Rev Neurol 9:708–714
Visser J, van den Berg-Vos RM, Franssen H, van den Berg LH, Wokke JH, de Jong JM, Holman R, de Haan RJ, de Visser M (2007) Disease course and prognostic factors of progressive muscular atrophy. Arch Neurol 64:522–528
Cosottini M, Giannelli M, Siciliano G, Lazzarotti G, Michelassi MC, Del Corona A, Bartolozzi C, Murri L (2005) Diffusion-tensor MR imaging of corticospinal tract in amyotrophic lateral sclerosis and progressive muscular atrophy. Radiology 237:258–264
Spinelli EG, Agosta F, Ferraro PM, Riva N, Lunetta C, Falzone YM, Comi G, Falini A, Filippi M et al (2016) Brain MR imaging in patients with lower motor neuron-predominant disease. Radiology 280:545–556
van der Graaff MM, Sage CA, Caan MW, Akkerman EM, Lavini C, Majoie CB, Nederveen AJ, Zwinderman AH, Vos F, Brugman F, van den Berg LH, de Rijk MC, van Doorn PA, Van Hecke W, Peeters RR, Robberecht W, Sunaert S, de Visser M (2011) Upper and extra-motoneuron involvement in early motoneuron disease: a diffusion tensor imaging study. Brain 134:1211–1228
Ludolph A, Drory V, Hardiman O, Nakano I, Ravits J, Robberecht W, Shefner J, WFN Research Group On ALS/MND (2015) A revision of the El Escorial criteria—2015. Amyotroph Later Scler Frontotemp Degener 29:1–2
Agosta F, Al-Chalabi A, Filippi M, Hardiman O, Kaji R, Meininger V, Nakano I, Shaw P, Shefner J, van den Berg LH, Ludolph A (2015) The El Escorial criteria: strengths and weaknesses. Amyotroph Later Scler Frontotemp Degener 16:1–7
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
All authors report no conflicts of interest.
Ethical standards
All human and animal studies have been approved by the appropriate ethics committee and have, therefore, been performed in accordance with the ethical standards laid down in the 1964 Declaration of Helsinki and its later amendments.
Additional information
A. Rosenbohm and H.-P. Müller contributed equally to the manuscript.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Rosenbohm, A., Müller, HP., Hübers, A. et al. Corticoefferent pathways in pure lower motor neuron disease: a diffusion tensor imaging study. J Neurol 263, 2430–2437 (2016). https://doi.org/10.1007/s00415-016-8281-2
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00415-016-8281-2