Constructing normative human brain atlases of R1, R2, proton density, and myelin volume fraction using synthetic quantitative MRI
Author Block: H. M. H. Sbaihat, A. K. Roenneke, D. Müller, T. Ladopoulos, R. Schneider, B. Krieger, B. Bellenberg, C. Lukas; Bochum/DE
Purpose: Quantitative MRI (qMRI) provides valuable insights into tissue-specific MR properties, extending the diagnostic capabilities of conventional MRI. We aimed to construct normative multimodal human brain atlases to serve as references for tissue alterations in neurological disorders.
Methods or Background: Fifty-eight healthy controls (HC) underwent qMRI of the brain at 1.5T using the QRAPMASTER sequence, resulting in parameter maps for Myelin Volume Fraction (MVF, %), Proton Density (PD, %), and Relaxation Rates R1 and R2 (s⁻¹). We constructed four high-resolution (1mm³) atlases in standard space after bias-field correction, interpolation, normalization, and smoothing. These atlases allow visual and quantitative comparisons with individual datasets and will be made available to the research community. Additionally, quantitative data were extracted from 26 white matter regions of interest (ROIs). The atlases and extracted data were validated using z-score maps of three healthy controls and three multiple sclerosis (MS) patients. Group differences across the ROIs between the qMRI atlases and the testing subjects were assessed using t-tests.
Results or Findings: The resulting atlases demonstrated high anatomical accuracy, resolution, and comprehensive brain coverage. The ROI values for R1, R2, PD, and MVF were consistent with the published literature. The z-score maps, particularly for R1 and MVF, accurately reflected individual lesion patterns and diffuse tissue changes in each MS patient. T-test results for R1, R2, PD, and MVF confirmed the alignment between the HC atlases and the HC testing group, while significant differences were observed with the MS testing subjects at a p-value of 0.01.
Conclusion: We successfully generated high-resolution, multi-modal qMRI atlases of the human brain, providing normative baselines for R1, R2, PD, and MVF. The validation process underscores their potential for assessing microstructural brain alterations in individual patients with neurodegenerative diseases.
Limitations: Not applicable.
Funding for this study: No funding was provided for this study.
Has your study been approved by an ethics committee? Yes
Ethics committee - additional information: The ethics committee of the Medical Faculty of the Ruhr-University Bochum, Germany (Approval Np. 20-7054-BR).
Area of Interest: CNS, Neuroradiology brain.