Mutli-Omics Validation of Myelin Water Fraction as a Myelin-Specific MRI Biomarker
Bae, J.; Joynes, C. M.; Gong, Z.; Duggan, M. R.; Walker, K. A.; Bouhrara, M.
Show abstract
The myelin sheath is critical for efficient neural signaling and central nervous system function, yet noninvasive methods to quantify myelin content in vivo remain limited and require robust biological validation. Myelin Water Fraction (MWF) derived from the Bayesian Monte Carlo analysis of multicomponent Driven Equilibrium Single Pulse Observation of T1 and T2 (BMC-mcDESPOT) imaging method offers a promising biomarker of myelin content, but its biological specificity requires further validation. To elucidate the molecular underpinnings of MWF derived using BMC-mcDESPOT, we integrated this advanced MRI method with high-throughput plasma proteomics and spatial transcriptomics across major white and deep gray matter regions in adults. Plasma protein analyses using the SomaScan 7k platform revealed significant associations between MWF and proteins highly expressed by oligodendrocytes, a key cell type for myelin synthesis and maintenance. Furthermore, spatial mapping of Myelin Basic Protein (MBP) gene expression obtained from the Allen Human Brain Atlas demonstrated a strong positive correlation with regional MWF values, consistent with known myelin distribution patterns. These convergent findings validate MWF as a biologically relevant, myelin-specific imaging marker and highlight the potential of integrating omics data to validate and enhance in vivo neuroimaging biomarkers. Our work evinces and advances the utility of MWF for studying white matter integrity in health and disease, offering new avenues for clinical and translational neuroscience.
Matching journals
The top 14 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Proteomic Profiling Reveals Age-Related Changes in Transporter Proteins in the Human Blood-Brain Barrier 93%
- Investigation of Genetic Variants and Causal Biomarkers Associated with Brain Aging 92%
- Proteomic characterization of aging-driven changes in the mouse brain by co-expression network analysis 92%
Similar papers in this journal
- The insidious degeneration of white matter and cognitive decline in Fabry disease 95%
- Associations between regional blood-brain barrier disruption, aging, and Alzheimers disease biomarkers in cognitively normal older adults 94%
- Perturbed neurochemical and microstructural organization in a mouse model of prenatal opioid exposure: a multi-modal magnetic resonance study 93%
Similar papers in this journal
- Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study 93%
- Sex matters: the MouseX DW-ALLEN Atlas for mice diffusion-weighted MR imaging 93%
- Multiomic approach and Mendelian randomization analysis identify causal associations between blood biomarkers and subcortical brain structure volumes 92%
Similar papers in this journal
- Age-related differences in Rostral-Middle Locus Coeruleus Microstructure: A Critical Role in Cognitive Decline Revealed by Magnetic Resonance Relaxometry 95%
- Measuring brain integrity using MRI: a novel biomarker for Alzheimers disease using T2 relaxometry 92%
- Quantitative transport mapping of multi-delay arterial spin labeling MRI detects early blood perfusion alteration in Alzheimer’s disease 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.