Neurite orientation and dispersion density imaging (NODDI) detects cortical and corticospinal tract degeneration in ALS

Rebecca J. Broad, Matt C. Gabel, Nicholas G. Dowell, David J. Schwartzman, Anil K. Seth, Hui Zhang, Daniel C. Alexander, Mara Cercignani, P. Nigel Leigh

Research output: Contribution to journalArticle

6 Citations (Scopus)

Abstract

Background: Corticospinal tract (CST) degeneration and cortical atrophy are consistent features of amyotrophic lateral sclerosis (ALS). We hypothesised that neurite orientation dispersion and density imaging (NODDI), a multicompartment model of diffusion MRI, would reveal microstructural changes associated with ALS within the CST and precentral gyrus (PCG) 'in vivo'. Methods: 23 participants with sporadic ALS and 23 healthy controls underwent diffusion MRI. Neurite density index (NDI), orientation dispersion index (ODI) and free water fraction (isotropic compartment (ISO)) were derived. Whole brain voxel-wise analysis was performed to assess for group differences. Standard diffusion tensor imaging (DTI) parameters were computed for comparison. Subgroup analysis was performed to investigate for NODDI parameter differences relating to bulbar involvement. Correlation of NODDI parameters with clinical variables were also explored. The results were accepted as significant where p<0.05 after family-wise error correction at the cluster level, clusters formed with p<0.001. Results: In the ALS group NDI was reduced in the extensive regions of the CST, the corpus callosum and the right PCG. ODI was reduced in the right anterior internal capsule and the right PCG. Significant differences in NDI were detected between subgroups stratified according to the presence or absence of bulbar involvement. ODI and ISO correlated with disease duration. Conclusions: NODDI demonstrates that axonal loss within the CST is a core feature of degeneration in ALS. This is the main factor contributing to the altered diffusivity profile detected using DTI. NODDI also identified dendritic alterations within the PCG, suggesting microstructural cortical dendritic changes occur together with CST axonal damage.

Original languageEnglish
JournalJournal of Neurology, Neurosurgery and Psychiatry
DOIs
Publication statusAccepted/In press - Jan 1 2018

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Pyramidal Tracts
Amyotrophic Lateral Sclerosis
Neurites
Frontal Lobe
Diffusion Magnetic Resonance Imaging
Diffusion Tensor Imaging
Internal Capsule
Corpus Callosum
Atrophy
Water
Brain

ASJC Scopus subject areas

  • Surgery
  • Clinical Neurology
  • Psychiatry and Mental health

Cite this

Neurite orientation and dispersion density imaging (NODDI) detects cortical and corticospinal tract degeneration in ALS. / Broad, Rebecca J.; Gabel, Matt C.; Dowell, Nicholas G.; Schwartzman, David J.; Seth, Anil K.; Zhang, Hui; Alexander, Daniel C.; Cercignani, Mara; Leigh, P. Nigel.

In: Journal of Neurology, Neurosurgery and Psychiatry, 01.01.2018.

Research output: Contribution to journalArticle

Broad, Rebecca J. ; Gabel, Matt C. ; Dowell, Nicholas G. ; Schwartzman, David J. ; Seth, Anil K. ; Zhang, Hui ; Alexander, Daniel C. ; Cercignani, Mara ; Leigh, P. Nigel. / Neurite orientation and dispersion density imaging (NODDI) detects cortical and corticospinal tract degeneration in ALS. In: Journal of Neurology, Neurosurgery and Psychiatry. 2018.
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AU - Broad, Rebecca J.

AU - Gabel, Matt C.

AU - Dowell, Nicholas G.

AU - Schwartzman, David J.

AU - Seth, Anil K.

AU - Zhang, Hui

AU - Alexander, Daniel C.

AU - Cercignani, Mara

AU - Leigh, P. Nigel

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N2 - Background: Corticospinal tract (CST) degeneration and cortical atrophy are consistent features of amyotrophic lateral sclerosis (ALS). We hypothesised that neurite orientation dispersion and density imaging (NODDI), a multicompartment model of diffusion MRI, would reveal microstructural changes associated with ALS within the CST and precentral gyrus (PCG) 'in vivo'. Methods: 23 participants with sporadic ALS and 23 healthy controls underwent diffusion MRI. Neurite density index (NDI), orientation dispersion index (ODI) and free water fraction (isotropic compartment (ISO)) were derived. Whole brain voxel-wise analysis was performed to assess for group differences. Standard diffusion tensor imaging (DTI) parameters were computed for comparison. Subgroup analysis was performed to investigate for NODDI parameter differences relating to bulbar involvement. Correlation of NODDI parameters with clinical variables were also explored. The results were accepted as significant where p<0.05 after family-wise error correction at the cluster level, clusters formed with p<0.001. Results: In the ALS group NDI was reduced in the extensive regions of the CST, the corpus callosum and the right PCG. ODI was reduced in the right anterior internal capsule and the right PCG. Significant differences in NDI were detected between subgroups stratified according to the presence or absence of bulbar involvement. ODI and ISO correlated with disease duration. Conclusions: NODDI demonstrates that axonal loss within the CST is a core feature of degeneration in ALS. This is the main factor contributing to the altered diffusivity profile detected using DTI. NODDI also identified dendritic alterations within the PCG, suggesting microstructural cortical dendritic changes occur together with CST axonal damage.

AB - Background: Corticospinal tract (CST) degeneration and cortical atrophy are consistent features of amyotrophic lateral sclerosis (ALS). We hypothesised that neurite orientation dispersion and density imaging (NODDI), a multicompartment model of diffusion MRI, would reveal microstructural changes associated with ALS within the CST and precentral gyrus (PCG) 'in vivo'. Methods: 23 participants with sporadic ALS and 23 healthy controls underwent diffusion MRI. Neurite density index (NDI), orientation dispersion index (ODI) and free water fraction (isotropic compartment (ISO)) were derived. Whole brain voxel-wise analysis was performed to assess for group differences. Standard diffusion tensor imaging (DTI) parameters were computed for comparison. Subgroup analysis was performed to investigate for NODDI parameter differences relating to bulbar involvement. Correlation of NODDI parameters with clinical variables were also explored. The results were accepted as significant where p<0.05 after family-wise error correction at the cluster level, clusters formed with p<0.001. Results: In the ALS group NDI was reduced in the extensive regions of the CST, the corpus callosum and the right PCG. ODI was reduced in the right anterior internal capsule and the right PCG. Significant differences in NDI were detected between subgroups stratified according to the presence or absence of bulbar involvement. ODI and ISO correlated with disease duration. Conclusions: NODDI demonstrates that axonal loss within the CST is a core feature of degeneration in ALS. This is the main factor contributing to the altered diffusivity profile detected using DTI. NODDI also identified dendritic alterations within the PCG, suggesting microstructural cortical dendritic changes occur together with CST axonal damage.

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