An interactive meta-analysis of MRI biomarkers of myelin.
MRI
brain
central nervous system
histology
human
meta-analysis
mouse
myelin
neuroscience
rat
Journal
eLife
ISSN: 2050-084X
Titre abrégé: Elife
Pays: England
ID NLM: 101579614
Informations de publication
Date de publication:
21 10 2020
21 10 2020
Historique:
received:
28
07
2020
accepted:
20
10
2020
pubmed:
22
10
2020
medline:
27
2
2021
entrez:
21
10
2020
Statut:
epublish
Résumé
Several MRI measures have been proposed as in vivo biomarkers of myelin, each with applications ranging from plasticity to pathology. Despite the availability of these myelin-sensitive modalities, specificity and sensitivity have been a matter of discussion. Debate about which MRI measure is the most suitable for quantifying myelin is still ongoing. In this study, we performed a systematic review of published quantitative validation studies to clarify how different these measures are when compared to the underlying histology. We analyzed the results from 43 studies applying meta-analysis tools, controlling for study sample size and using interactive visualization (https://neurolibre.github.io/myelin-meta-analysis). We report the overall estimates and the prediction intervals for the coefficient of determination and find that MT and relaxometry-based measures exhibit the highest correlations with myelin content. We also show which measures are, and which measures are not statistically different regarding their relationship with histology.
Identifiants
pubmed: 33084576
doi: 10.7554/eLife.61523
pii: 61523
pmc: PMC7647401
doi:
pii:
Substances chimiques
Biomarkers
0
Types de publication
Journal Article
Meta-Analysis
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Systematic Review
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Wellcome Trust
ID : 213722/Z/18/Z
Pays : United Kingdom
Informations de copyright
© 2020, Mancini et al.
Déclaration de conflit d'intérêts
MM, AK, JC, MC, TN, NS No competing interests declared
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