ArticleNeuroImage2020
Nonlinear associations of neurite density and myelin content with age revealed using multicomponent diffusion and relaxometry magnetic resonance imaging.
Article in NeuroImage, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed, 44 citations in OpenAlex.
- Rethinking the Oligodendrocyte Progenitor Cell: One Cell, Many Functions.The European journal of neuroscience · 2026Review
- Multiscale brain development across the human lifespan.Communications biology · 2026Review
- Using diffusion MRI to relate hippocampal subfield microstructure to delayed verbal memory in cognitively intact individuals at genetic risk for developing Alzheimer's disease.Experimental gerontology · 2026Article
- Multi-omics validation of myelin water fraction as a myelin-specific MRI biomarker.NeuroImage · 2026Article
- Linking auditory brain responses to cortical microstructure and sensory behaviors in autism spectrum disorder: a preliminary study.Frontiers in psychiatry · 2026Article
- Multi-Omics Validation of Myelin Water Fraction as a Myelin-Specific MRI Biomarker.medRxiv : the preprint server for health sciences · 2025Article
- Myelin dysfunction in aging and brain disorders: mechanisms and therapeutic opportunities.Molecular neurodegeneration · 2025Review
- White matter integrity and motor function: a link between cerebral myelination and longitudinal changes in gait speed in aging.GeroScience · 2025Article
- Decoding Brain Development and Aging: Pioneering Insights From MRI Techniques.Investigative radiology · 2025Review
- Age-related changes in myelin and myelin water quantified with short-TR adiabatic inversion-recovery (STAIR) sequences.NeuroImage. Clinical · 2025Article
- Brain microstructure alterations in subjective cognitive decline: a multi-component T2 relaxometry study.Brain communications · 2025Article
- Interplay between MRI-based axon diameter and myelination estimates in macaque and human brain.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Age-related alterations in human cortical microstructure across the lifespan: Insights from high-gradient diffusion MRI.Aging cell · 2024Article
- Diffusion MRI of the Hippocampus.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Review
- Correlates of axonal content in healthy adult span: Age, sex, myelin, and metabolic health.Cerebral circulation - cognition and behavior · 2024Article
- Multimodal MRI study on the relation between WM integrity and connected GM atrophy and its effect on disability in early multiple sclerosis.Journal of neurology · 2024Article
- Mapping the macrostructure and microstructure of the in vivo human hippocampus using diffusion MRI.Human brain mapping · 2023Article
- Adult lifespan maturation and degeneration patterns in gray and white matter: A mean apparent propagator (MAP) MRI study.Neurobiology of aging · 2023Article
- MRI and fluid biomarkers reveal determinants of myelin and axonal loss with aging.Annals of clinical and translational neurology · 2023Article
- C-NODDI: a constrained NODDI model for axonal density and orientation determinations in cerebral white matter.Frontiers in neurology · 2023Article
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
Most magnetic resonance imaging (MRI) studies investigating the relationship between regional brain myelination or axonal density and aging have relied upon nonspecific methods to probe myelin and axonal content, including diffusion tensor imaging and relaxation time mapping. While these studies have provided pivotal insights into changes in cerebral architecture with aging and pathology, details of the underlying microstructural alterations have not been fully elucidated. In the current study, we used the BMC-mcDESPOT analysis, a direct and specific multicomponent relaxometry method for imaging of myelin water fraction (MWF), a marker of myelin content, and NODDI, an emerging multicomponent diffusion technique, for neurite density index (NDI) imaging, a proxy of axonal density. We investigated age-related differences in MWF and NDI in several white matter brain regions in a cohort of cognitively unimpaired participants over a wide age range. Our results indicate a quadratic, inverted U-shape, relationship between MWF and age in all brain regions investigated, suggesting that myelination continues until middle age followed by a decrease at older ages, in agreement with previous work. We found a similarly complex regional association between NDI and age, with several cerebral structures also exhibiting a quadratic, inverted U-shape, relationship. This novel observation suggests an increase in axonal density until the fourth decade of age followed by a rapid loss at older ages. We also observed that these age-related differences in MWF and NDI vary across different brain regions, as expected. Finally, our study indicates no significant association between MWF and NDI in most cerebral structures investigated, although this association approached significance in a limited number of brain regions, indicating the complementary nature of their information and encouraging further investigation. Overall, we find evidence of nonlinear associations between age and myelin or axonal density in a sample of well-characterized adults, using direct myelin and axonal content imaging methods.
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