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Anti-Correlated Myelin-Sensitive MRI Levels in Humans Consistent with a Subcortical to Sensorimotor Regulatory Process—Multi-Cohort Multi-Modal Evidence
Differential axonal myelination synchronises signalling over different axon lengths. The consequences of myelination processes described at the cellular level for the regulation of myelination at the macroscopic level are unknown. We analysed multiple cohorts of myelin-sensitive brain MRI. Our aim w...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9776387/ https://www.ncbi.nlm.nih.gov/pubmed/36552153 http://dx.doi.org/10.3390/brainsci12121693 |
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author | Barnden, Leighton Crouch, Benjamin Kwiatek, Richard Shan, Zack Thapaliya, Kiran Staines, Donald Bhuta, Sandeep Del Fante, Peter Burnet, Richard |
author_facet | Barnden, Leighton Crouch, Benjamin Kwiatek, Richard Shan, Zack Thapaliya, Kiran Staines, Donald Bhuta, Sandeep Del Fante, Peter Burnet, Richard |
author_sort | Barnden, Leighton |
collection | PubMed |
description | Differential axonal myelination synchronises signalling over different axon lengths. The consequences of myelination processes described at the cellular level for the regulation of myelination at the macroscopic level are unknown. We analysed multiple cohorts of myelin-sensitive brain MRI. Our aim was to (i) confirm a previous report of anti-correlation between myelination in subcortical and sensorimotor areas in healthy subjects, (ii) and thereby test our hypothesis for a regulatory interaction between them. We analysed nine image-sets across three different human cohorts using six MRI modalities. Each image-set contained healthy controls (HC) and ME/CFS subjects. Subcortical and Sensorimotor regions of interest (ROI) were optimised for the detection of anti-correlations and the same ROIs were used to test the HC in all image-sets. For each cohort, median MRI values were computed in both regions for each subject and their correlation across the cohort was computed. We confirmed negative correlations in healthy controls between subcortical and sensorimotor regions in six image-sets: three T1wSE (p = 5 × 10(−8), 5 × 10(−7), 0.002), T2wSE (p =2 × 10(−6)), MTC (p = 0.01), and WM volume (p = 0.02). T1/T2 was the exception with a positive correlation (p = 0.01). This myelin regulation study is novel in several aspects: human subjects, cross-sectional design, ROI optimization, spin-echo MRI and reproducible across multiple independent image-sets. In multiple independent image-sets we confirmed an anti-correlation between subcortical and sensorimotor myelination which supports a previously unreported regulatory interaction. The subcortical region contained the brain’s primary regulatory nuclei. We suggest a mechanism has evolved whereby relatively low subcortical myelination in an individual is compensated by upregulated sensorimotor myelination to maintain adequate sensorimotor performance. |
format | Online Article Text |
id | pubmed-9776387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97763872022-12-23 Anti-Correlated Myelin-Sensitive MRI Levels in Humans Consistent with a Subcortical to Sensorimotor Regulatory Process—Multi-Cohort Multi-Modal Evidence Barnden, Leighton Crouch, Benjamin Kwiatek, Richard Shan, Zack Thapaliya, Kiran Staines, Donald Bhuta, Sandeep Del Fante, Peter Burnet, Richard Brain Sci Article Differential axonal myelination synchronises signalling over different axon lengths. The consequences of myelination processes described at the cellular level for the regulation of myelination at the macroscopic level are unknown. We analysed multiple cohorts of myelin-sensitive brain MRI. Our aim was to (i) confirm a previous report of anti-correlation between myelination in subcortical and sensorimotor areas in healthy subjects, (ii) and thereby test our hypothesis for a regulatory interaction between them. We analysed nine image-sets across three different human cohorts using six MRI modalities. Each image-set contained healthy controls (HC) and ME/CFS subjects. Subcortical and Sensorimotor regions of interest (ROI) were optimised for the detection of anti-correlations and the same ROIs were used to test the HC in all image-sets. For each cohort, median MRI values were computed in both regions for each subject and their correlation across the cohort was computed. We confirmed negative correlations in healthy controls between subcortical and sensorimotor regions in six image-sets: three T1wSE (p = 5 × 10(−8), 5 × 10(−7), 0.002), T2wSE (p =2 × 10(−6)), MTC (p = 0.01), and WM volume (p = 0.02). T1/T2 was the exception with a positive correlation (p = 0.01). This myelin regulation study is novel in several aspects: human subjects, cross-sectional design, ROI optimization, spin-echo MRI and reproducible across multiple independent image-sets. In multiple independent image-sets we confirmed an anti-correlation between subcortical and sensorimotor myelination which supports a previously unreported regulatory interaction. The subcortical region contained the brain’s primary regulatory nuclei. We suggest a mechanism has evolved whereby relatively low subcortical myelination in an individual is compensated by upregulated sensorimotor myelination to maintain adequate sensorimotor performance. MDPI 2022-12-09 /pmc/articles/PMC9776387/ /pubmed/36552153 http://dx.doi.org/10.3390/brainsci12121693 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Barnden, Leighton Crouch, Benjamin Kwiatek, Richard Shan, Zack Thapaliya, Kiran Staines, Donald Bhuta, Sandeep Del Fante, Peter Burnet, Richard Anti-Correlated Myelin-Sensitive MRI Levels in Humans Consistent with a Subcortical to Sensorimotor Regulatory Process—Multi-Cohort Multi-Modal Evidence |
title | Anti-Correlated Myelin-Sensitive MRI Levels in Humans Consistent with a Subcortical to Sensorimotor Regulatory Process—Multi-Cohort Multi-Modal Evidence |
title_full | Anti-Correlated Myelin-Sensitive MRI Levels in Humans Consistent with a Subcortical to Sensorimotor Regulatory Process—Multi-Cohort Multi-Modal Evidence |
title_fullStr | Anti-Correlated Myelin-Sensitive MRI Levels in Humans Consistent with a Subcortical to Sensorimotor Regulatory Process—Multi-Cohort Multi-Modal Evidence |
title_full_unstemmed | Anti-Correlated Myelin-Sensitive MRI Levels in Humans Consistent with a Subcortical to Sensorimotor Regulatory Process—Multi-Cohort Multi-Modal Evidence |
title_short | Anti-Correlated Myelin-Sensitive MRI Levels in Humans Consistent with a Subcortical to Sensorimotor Regulatory Process—Multi-Cohort Multi-Modal Evidence |
title_sort | anti-correlated myelin-sensitive mri levels in humans consistent with a subcortical to sensorimotor regulatory process—multi-cohort multi-modal evidence |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9776387/ https://www.ncbi.nlm.nih.gov/pubmed/36552153 http://dx.doi.org/10.3390/brainsci12121693 |
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