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Updated: Feb 15, 2026

Author Spotlight: Automated Lifespan Monitoring – Discovering Aging Dynamics with the Lifespan Machine
Published on: January 26, 2024
Longitudinal atlas for normative human brain development and aging over the lifespan using quantitative
Yuyao Zhang1, Hongjiang Wei1, Matthew J Cronin1
1Electrical Engineering and Computer Science, University of California at Berkeley, CA, USA.
This study introduces a 4D developmental quantitative susceptibility mapping (QSM) atlas to track brain iron and myelin changes across the lifespan. The new atlas improves segmentation accuracy, particularly in children, and reveals age-related magnetic susceptibility trends in deep gray matter nuclei.
Area of Science:
- Neuroimaging
- Developmental Neuroscience
- Medical Image Analysis
Background:
- Longitudinal brain atlases are crucial for understanding brain development and cognition.
- Current atlases rely on T1/T2-weighted MRI, limiting detailed analysis of iron and myelin changes.
- A 4D quantitative susceptibility mapping (QSM) atlas is needed for age-related iron and myelin estimation.
Purpose of the Study:
- To develop a 4D developmental QSM atlas for tracking age-related changes in brain iron and myelin.
- To create accurate deep gray matter nuclei (DGM) and whole-brain parcellation maps using QSM.
- To analyze age-related magnetic susceptibility progression in key brain regions.
Main Methods:
- Generated group-wise co-registered QSM templates across age intervals (1-83 years).
- Combined T1-weighted and QSM images for registration.
- Developed DGM and whole-brain QSM parcellation maps, including detailed thalamus segmentation.
Main Results:
- The 4D QSM atlas significantly improved segmentation accuracy of iron-rich nuclei, especially in pediatric subjects.
- Age-related magnetic susceptibility progression was estimated for DGM nuclei, hippocampus, and amygdala.
- Confirmed previous findings on susceptibility changes with age and identified varied trends in thalamic sub-regions.
Conclusions:
- The novel 4D QSM atlas enhances the study of brain development and aging.
- It provides a valuable tool for investigating iron deposition and myelination/demyelination in normal and pathological aging.
- The atlas facilitates automated, systematic analysis of age-related brain changes.
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