Cargando…

Value of fluid‐attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis

BACKGROUND: MRI fluid‐attenuated inversion recovery (FLAIR) studies reported hyperintensity in the corticospinal tract and corpus callosum of patients with amyotrophic lateral sclerosis (ALS). PURPOSE: To evaluate the lesion segmentation toolbox (LST) for the objective quantification of FLAIR lesion...

Descripción completa

Detalles Bibliográficos
Autores principales: Wirth, Anna M., Johannesen, Siw, Khomenko, Andrei, Baldaranov, Dobri, Bruun, Tim‐Henrik, Wendl, Christina, Schuierer, Gerhard, Greenlee, Mark W., Bogdahn, Ulrich
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767504/
https://www.ncbi.nlm.nih.gov/pubmed/30569457
http://dx.doi.org/10.1002/jmri.26577
_version_ 1783454933819850752
author Wirth, Anna M.
Johannesen, Siw
Khomenko, Andrei
Baldaranov, Dobri
Bruun, Tim‐Henrik
Wendl, Christina
Schuierer, Gerhard
Greenlee, Mark W.
Bogdahn, Ulrich
author_facet Wirth, Anna M.
Johannesen, Siw
Khomenko, Andrei
Baldaranov, Dobri
Bruun, Tim‐Henrik
Wendl, Christina
Schuierer, Gerhard
Greenlee, Mark W.
Bogdahn, Ulrich
author_sort Wirth, Anna M.
collection PubMed
description BACKGROUND: MRI fluid‐attenuated inversion recovery (FLAIR) studies reported hyperintensity in the corticospinal tract and corpus callosum of patients with amyotrophic lateral sclerosis (ALS). PURPOSE: To evaluate the lesion segmentation toolbox (LST) for the objective quantification of FLAIR lesions in ALS patients. STUDY TYPE: Retrospective. POPULATION: Twenty‐eight ALS patients (eight females, mean age: 50 range: 24–73, mean ALSFRS‐R sum score: 36) were compared with 31 age‐matched healthy controls (12 females, mean age: 45, range: 25–67). ALS patients were treated with riluzole and additional G‐CSF (granulocyte‐colony stimulating factor) on a named patient basis. FIELD STRENGTH/SEQUENCE: 1.5 T, FLAIR, T(1)‐weighted MRI. ASSESSMENT: The lesion prediction algorithm (LPA) of the LST enabled the extraction of individual binary lesion maps, total lesion volume (TLV), and number (TLN). Location and overlap of FLAIR lesions across patients were investigated by registration to FLAIR average space and an atlas. ALS‐specific functional rating scale revised (ALSFRS‐R), disease progression, and survival since diagnosis served as clinical correlates. STATISTICAL TESTS: Univariate analysis of variance (ANOVA), repeated‐measures ANOVA, t‐test, Bravais‐Pearson correlation, Chi‐square test of independence, Kaplan–Meier analysis, Cox‐regression analysis. RESULTS: Both ALS patients and healthy controls exhibited FLAIR alterations. TLN significantly depended on age (F(1,54) = 24.659, P < 0.001) and sex (F(1,54) = 5.720, P = 0.020). ALS patients showed higher TLN than healthy controls depending on sex (F(1, 54) = 5.076, P = 0.028). FLAIR lesions were small and most pronounced in male ALS patients. FLAIR alterations were predominantly detected in the superior and posterior corona radiata, anterior capsula interna, and posterior thalamic radiation. Patients with pyramidal tract (PT) lesions exhibited significantly inferior survival than patients without PT lesions (P = 0.013). Covariate age exhibited strong prognostic value for survival (P = 0.015). DATA CONCLUSION: LST enables the objective quantification of FLAIR alterations and is a potential prognostic biomarker for ALS. Level of Evidence: 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;50:552–559.
format Online
Article
Text
id pubmed-6767504
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher John Wiley & Sons, Inc.
record_format MEDLINE/PubMed
spelling pubmed-67675042019-10-03 Value of fluid‐attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis Wirth, Anna M. Johannesen, Siw Khomenko, Andrei Baldaranov, Dobri Bruun, Tim‐Henrik Wendl, Christina Schuierer, Gerhard Greenlee, Mark W. Bogdahn, Ulrich J Magn Reson Imaging Original Research BACKGROUND: MRI fluid‐attenuated inversion recovery (FLAIR) studies reported hyperintensity in the corticospinal tract and corpus callosum of patients with amyotrophic lateral sclerosis (ALS). PURPOSE: To evaluate the lesion segmentation toolbox (LST) for the objective quantification of FLAIR lesions in ALS patients. STUDY TYPE: Retrospective. POPULATION: Twenty‐eight ALS patients (eight females, mean age: 50 range: 24–73, mean ALSFRS‐R sum score: 36) were compared with 31 age‐matched healthy controls (12 females, mean age: 45, range: 25–67). ALS patients were treated with riluzole and additional G‐CSF (granulocyte‐colony stimulating factor) on a named patient basis. FIELD STRENGTH/SEQUENCE: 1.5 T, FLAIR, T(1)‐weighted MRI. ASSESSMENT: The lesion prediction algorithm (LPA) of the LST enabled the extraction of individual binary lesion maps, total lesion volume (TLV), and number (TLN). Location and overlap of FLAIR lesions across patients were investigated by registration to FLAIR average space and an atlas. ALS‐specific functional rating scale revised (ALSFRS‐R), disease progression, and survival since diagnosis served as clinical correlates. STATISTICAL TESTS: Univariate analysis of variance (ANOVA), repeated‐measures ANOVA, t‐test, Bravais‐Pearson correlation, Chi‐square test of independence, Kaplan–Meier analysis, Cox‐regression analysis. RESULTS: Both ALS patients and healthy controls exhibited FLAIR alterations. TLN significantly depended on age (F(1,54) = 24.659, P < 0.001) and sex (F(1,54) = 5.720, P = 0.020). ALS patients showed higher TLN than healthy controls depending on sex (F(1, 54) = 5.076, P = 0.028). FLAIR lesions were small and most pronounced in male ALS patients. FLAIR alterations were predominantly detected in the superior and posterior corona radiata, anterior capsula interna, and posterior thalamic radiation. Patients with pyramidal tract (PT) lesions exhibited significantly inferior survival than patients without PT lesions (P = 0.013). Covariate age exhibited strong prognostic value for survival (P = 0.015). DATA CONCLUSION: LST enables the objective quantification of FLAIR alterations and is a potential prognostic biomarker for ALS. Level of Evidence: 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;50:552–559. John Wiley & Sons, Inc. 2018-12-19 2019-08 /pmc/articles/PMC6767504/ /pubmed/30569457 http://dx.doi.org/10.1002/jmri.26577 Text en © 2018 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Original Research
Wirth, Anna M.
Johannesen, Siw
Khomenko, Andrei
Baldaranov, Dobri
Bruun, Tim‐Henrik
Wendl, Christina
Schuierer, Gerhard
Greenlee, Mark W.
Bogdahn, Ulrich
Value of fluid‐attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis
title Value of fluid‐attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis
title_full Value of fluid‐attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis
title_fullStr Value of fluid‐attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis
title_full_unstemmed Value of fluid‐attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis
title_short Value of fluid‐attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis
title_sort value of fluid‐attenuated inversion recovery mri data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767504/
https://www.ncbi.nlm.nih.gov/pubmed/30569457
http://dx.doi.org/10.1002/jmri.26577
work_keys_str_mv AT wirthannam valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis
AT johannesensiw valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis
AT khomenkoandrei valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis
AT baldaranovdobri valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis
AT bruuntimhenrik valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis
AT wendlchristina valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis
AT schuierergerhard valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis
AT greenleemarkw valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis
AT bogdahnulrich valueoffluidattenuatedinversionrecoverymridataanalyzedbythelesionsegmentationtoolboxinamyotrophiclateralsclerosis