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Lessons of ALS imaging: Pitfalls and future directions — A critical review

BACKGROUND: While neuroimaging in ALS has gained unprecedented momentum in recent years, little progress has been made in the development of viable diagnostic, prognostic and monitoring markers. OBJECTIVES: To identify and discuss the common pitfalls in ALS imaging studies and to reflect on optimal...

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Detalles Bibliográficos
Autores principales: Bede, Peter, Hardiman, Orla
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3950559/
https://www.ncbi.nlm.nih.gov/pubmed/24624329
http://dx.doi.org/10.1016/j.nicl.2014.02.011
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author Bede, Peter
Hardiman, Orla
author_facet Bede, Peter
Hardiman, Orla
author_sort Bede, Peter
collection PubMed
description BACKGROUND: While neuroimaging in ALS has gained unprecedented momentum in recent years, little progress has been made in the development of viable diagnostic, prognostic and monitoring markers. OBJECTIVES: To identify and discuss the common pitfalls in ALS imaging studies and to reflect on optimal study designs based on pioneering studies. METHODS: A “PubMed”-based literature search on ALS was performed based on neuroimaging-related keywords. Study limitations were systematically reviewed and classified so that stereotypical trends could be identified. RESULTS: Common shortcomings, such as relatively small sample sizes, statistically underpowered study designs, lack of disease controls, poorly characterised patient cohorts and a large number of conflicting studies, remain a significant challenge to the field. Imaging data of ALS continue to be interpreted at a group-level, as opposed to meaningful individual-patient inferences. CONCLUSIONS: A systematic, critical review of ALS imaging has identified stereotypical shortcomings, the lessons of which should be considered in the design of future prospective MRI studies. At a time when large multicentre studies are underway a candid discussion of these factors is particularly timely.
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spelling pubmed-39505592014-03-12 Lessons of ALS imaging: Pitfalls and future directions — A critical review Bede, Peter Hardiman, Orla Neuroimage Clin Review Article BACKGROUND: While neuroimaging in ALS has gained unprecedented momentum in recent years, little progress has been made in the development of viable diagnostic, prognostic and monitoring markers. OBJECTIVES: To identify and discuss the common pitfalls in ALS imaging studies and to reflect on optimal study designs based on pioneering studies. METHODS: A “PubMed”-based literature search on ALS was performed based on neuroimaging-related keywords. Study limitations were systematically reviewed and classified so that stereotypical trends could be identified. RESULTS: Common shortcomings, such as relatively small sample sizes, statistically underpowered study designs, lack of disease controls, poorly characterised patient cohorts and a large number of conflicting studies, remain a significant challenge to the field. Imaging data of ALS continue to be interpreted at a group-level, as opposed to meaningful individual-patient inferences. CONCLUSIONS: A systematic, critical review of ALS imaging has identified stereotypical shortcomings, the lessons of which should be considered in the design of future prospective MRI studies. At a time when large multicentre studies are underway a candid discussion of these factors is particularly timely. Elsevier 2014-02-27 /pmc/articles/PMC3950559/ /pubmed/24624329 http://dx.doi.org/10.1016/j.nicl.2014.02.011 Text en © 2014 The Authors https://creativecommons.org/licenses/by-nc-nd/3.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License (https://creativecommons.org/licenses/by-nc-nd/3.0/) .
spellingShingle Review Article
Bede, Peter
Hardiman, Orla
Lessons of ALS imaging: Pitfalls and future directions — A critical review
title Lessons of ALS imaging: Pitfalls and future directions — A critical review
title_full Lessons of ALS imaging: Pitfalls and future directions — A critical review
title_fullStr Lessons of ALS imaging: Pitfalls and future directions — A critical review
title_full_unstemmed Lessons of ALS imaging: Pitfalls and future directions — A critical review
title_short Lessons of ALS imaging: Pitfalls and future directions — A critical review
title_sort lessons of als imaging: pitfalls and future directions — a critical review
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3950559/
https://www.ncbi.nlm.nih.gov/pubmed/24624329
http://dx.doi.org/10.1016/j.nicl.2014.02.011
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