Cargando…
Radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis
Advanced structural brain imaging techniques, such as diffusion tensor imaging (DTI), have been used to study the relationship between DTI-parameters and cognitive scores in multiple sclerosis (MS). In this study, we assessed cognitive function in 61 individuals with MS and a control group of 35 hea...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758146/ https://www.ncbi.nlm.nih.gov/pubmed/36526708 http://dx.doi.org/10.1038/s41598-022-26204-z |
_version_ | 1784851979994923008 |
---|---|
author | Baijot, Johan Van Laethem, Delphine Denissen, Stijn Costers, Lars Cambron, Melissa D’Haeseleer, Miguel D’hooghe, Marie B. Vanbinst, Anne-Marie De Mey, Johan Nagels, Guy Van Schependom, Jeroen |
author_facet | Baijot, Johan Van Laethem, Delphine Denissen, Stijn Costers, Lars Cambron, Melissa D’Haeseleer, Miguel D’hooghe, Marie B. Vanbinst, Anne-Marie De Mey, Johan Nagels, Guy Van Schependom, Jeroen |
author_sort | Baijot, Johan |
collection | PubMed |
description | Advanced structural brain imaging techniques, such as diffusion tensor imaging (DTI), have been used to study the relationship between DTI-parameters and cognitive scores in multiple sclerosis (MS). In this study, we assessed cognitive function in 61 individuals with MS and a control group of 35 healthy individuals with the Symbol Digit Modalities Test, the California Verbal Learning Test-II, the Brief Visuospatial Memory Test-Revised, the Controlled Oral Word Association Test, and Stroop-test. We also acquired diffusion-weighted images (b = 1000; 32 directions), which were processed to obtain the following DTI scalars: fractional anisotropy, mean, axial, and radial diffusivity. The relation between DTI scalars and cognitive parameters was assessed through permutations. Although fractional anisotropy and axial diffusivity did not correlate with any of the cognitive tests, mean and radial diffusivity were negatively correlated with all of these tests. However, this effect was not specific to any specific white matter tract or cognitive test and demonstrated a general effect with only low to moderate individual voxel-based correlations of <0.6. Similarly, lesion and white matter volume show a general effect with medium to high voxel-based correlations of 0.5-0.8. In conclusion, radial diffusivity is strongly related to cognitive impairment in MS. However, the strong associations of radial diffusivity with both cognition and whole brain lesion volume suggest that it is a surrogate marker for general decline in MS, rather than a marker for specific cognitive functions. |
format | Online Article Text |
id | pubmed-9758146 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97581462022-12-18 Radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis Baijot, Johan Van Laethem, Delphine Denissen, Stijn Costers, Lars Cambron, Melissa D’Haeseleer, Miguel D’hooghe, Marie B. Vanbinst, Anne-Marie De Mey, Johan Nagels, Guy Van Schependom, Jeroen Sci Rep Article Advanced structural brain imaging techniques, such as diffusion tensor imaging (DTI), have been used to study the relationship between DTI-parameters and cognitive scores in multiple sclerosis (MS). In this study, we assessed cognitive function in 61 individuals with MS and a control group of 35 healthy individuals with the Symbol Digit Modalities Test, the California Verbal Learning Test-II, the Brief Visuospatial Memory Test-Revised, the Controlled Oral Word Association Test, and Stroop-test. We also acquired diffusion-weighted images (b = 1000; 32 directions), which were processed to obtain the following DTI scalars: fractional anisotropy, mean, axial, and radial diffusivity. The relation between DTI scalars and cognitive parameters was assessed through permutations. Although fractional anisotropy and axial diffusivity did not correlate with any of the cognitive tests, mean and radial diffusivity were negatively correlated with all of these tests. However, this effect was not specific to any specific white matter tract or cognitive test and demonstrated a general effect with only low to moderate individual voxel-based correlations of <0.6. Similarly, lesion and white matter volume show a general effect with medium to high voxel-based correlations of 0.5-0.8. In conclusion, radial diffusivity is strongly related to cognitive impairment in MS. However, the strong associations of radial diffusivity with both cognition and whole brain lesion volume suggest that it is a surrogate marker for general decline in MS, rather than a marker for specific cognitive functions. Nature Publishing Group UK 2022-12-16 /pmc/articles/PMC9758146/ /pubmed/36526708 http://dx.doi.org/10.1038/s41598-022-26204-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Baijot, Johan Van Laethem, Delphine Denissen, Stijn Costers, Lars Cambron, Melissa D’Haeseleer, Miguel D’hooghe, Marie B. Vanbinst, Anne-Marie De Mey, Johan Nagels, Guy Van Schependom, Jeroen Radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis |
title | Radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis |
title_full | Radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis |
title_fullStr | Radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis |
title_full_unstemmed | Radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis |
title_short | Radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis |
title_sort | radial diffusivity reflects general decline rather than specific cognitive deterioration in multiple sclerosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758146/ https://www.ncbi.nlm.nih.gov/pubmed/36526708 http://dx.doi.org/10.1038/s41598-022-26204-z |
work_keys_str_mv | AT baijotjohan radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT vanlaethemdelphine radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT denissenstijn radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT costerslars radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT cambronmelissa radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT dhaeseleermiguel radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT dhooghemarieb radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT vanbinstannemarie radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT demeyjohan radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT nagelsguy radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis AT vanschependomjeroen radialdiffusivityreflectsgeneraldeclineratherthanspecificcognitivedeteriorationinmultiplesclerosis |