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Neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis

Osteoarthritis (OA) affects 240 million people worldwide. Neuroimaging has been increasingly used to investigate brain changes in OA, however, there is considerable heterogeneity in reported results. The goal of this systematic review and meta-analysis was to synthesise existing literature and ident...

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Autores principales: Hall, Michelle, Dobson, Fiona, Klyne, David Murray, Zheng, Carmen Jiamin, Lima, Yuri Lopes, Egorova-Brumley, Natalia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394087/
https://www.ncbi.nlm.nih.gov/pubmed/37528135
http://dx.doi.org/10.1038/s41598-023-39245-9
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author Hall, Michelle
Dobson, Fiona
Klyne, David Murray
Zheng, Carmen Jiamin
Lima, Yuri Lopes
Egorova-Brumley, Natalia
author_facet Hall, Michelle
Dobson, Fiona
Klyne, David Murray
Zheng, Carmen Jiamin
Lima, Yuri Lopes
Egorova-Brumley, Natalia
author_sort Hall, Michelle
collection PubMed
description Osteoarthritis (OA) affects 240 million people worldwide. Neuroimaging has been increasingly used to investigate brain changes in OA, however, there is considerable heterogeneity in reported results. The goal of this systematic review and meta-analysis was to synthesise existing literature and identify consistent brain alterations in OA. Six databases were searched from inception up to June, 2022. Full-texts of original human studies were included if they had: (i) neuroimaging data by site of OA (e.g. hand, knee, hip); (ii) data in healthy controls (HC); (iii) > 10 participants. Activation likelihood estimation (ALE) was conducted using GingerALE software on studies that reported peak activation coordinates and sample size. Our search strategy identified 6250 articles. Twenty-eight studies fulfilled the eligibility criteria, of which 18 were included in the meta-analysis. There were no significant differences in brain structure or function between OA and healthy control contrasts. In exploratory analysis, the right insula was associated with OA vs healthy controls, with less activity, connectivity and brain volume in OA. This region was implicated in both knee and hip OA, with an additional cluster in the medial prefrontal cortex observed only in the contrast between healthy controls and the hip OA subgroup, suggesting a possible distinction between the neural correlates of OA subtypes. Despite the limitations associated with heterogeneity and poor study quality, this synthesis identified neurobiological outcomes associated with OA, providing insight for future research. PROSPERO registration number: CRD42021238735.
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spelling pubmed-103940872023-08-03 Neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis Hall, Michelle Dobson, Fiona Klyne, David Murray Zheng, Carmen Jiamin Lima, Yuri Lopes Egorova-Brumley, Natalia Sci Rep Article Osteoarthritis (OA) affects 240 million people worldwide. Neuroimaging has been increasingly used to investigate brain changes in OA, however, there is considerable heterogeneity in reported results. The goal of this systematic review and meta-analysis was to synthesise existing literature and identify consistent brain alterations in OA. Six databases were searched from inception up to June, 2022. Full-texts of original human studies were included if they had: (i) neuroimaging data by site of OA (e.g. hand, knee, hip); (ii) data in healthy controls (HC); (iii) > 10 participants. Activation likelihood estimation (ALE) was conducted using GingerALE software on studies that reported peak activation coordinates and sample size. Our search strategy identified 6250 articles. Twenty-eight studies fulfilled the eligibility criteria, of which 18 were included in the meta-analysis. There were no significant differences in brain structure or function between OA and healthy control contrasts. In exploratory analysis, the right insula was associated with OA vs healthy controls, with less activity, connectivity and brain volume in OA. This region was implicated in both knee and hip OA, with an additional cluster in the medial prefrontal cortex observed only in the contrast between healthy controls and the hip OA subgroup, suggesting a possible distinction between the neural correlates of OA subtypes. Despite the limitations associated with heterogeneity and poor study quality, this synthesis identified neurobiological outcomes associated with OA, providing insight for future research. PROSPERO registration number: CRD42021238735. Nature Publishing Group UK 2023-08-01 /pmc/articles/PMC10394087/ /pubmed/37528135 http://dx.doi.org/10.1038/s41598-023-39245-9 Text en © The Author(s) 2023 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
Hall, Michelle
Dobson, Fiona
Klyne, David Murray
Zheng, Carmen Jiamin
Lima, Yuri Lopes
Egorova-Brumley, Natalia
Neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis
title Neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis
title_full Neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis
title_fullStr Neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis
title_full_unstemmed Neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis
title_short Neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis
title_sort neurobiology of osteoarthritis: a systematic review and activation likelihood estimation meta-analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394087/
https://www.ncbi.nlm.nih.gov/pubmed/37528135
http://dx.doi.org/10.1038/s41598-023-39245-9
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