A Scalable fMRI Estimate of Basal Ganglia Brain Tissue Iron for Use in Developmental and Translational Neuroscience
assessment of the DA system remains limited in youth. Brain tissue iron is a developmentally sensitive marker of DA-related neurobiology that can be measured non-invasively via magnetic resonance imaging (MRI). Iron is an essential co-factor for DA synthesis and a foundational metabolic resource that supports cellular metabolism, myelination, and energetic demands of the basal ganglia. T2*-weighted echo-planar imaging (EPI), collected during functional MRI (fMRI), is sensitive to magnetic susceptibility of non-heme brain iron. Leveraging this property, we demonstrate the validity and broad applicability of an iron-sensitive metric that can be derived from conventional single-echo fMRI: ΔR2*. In a longitudinal developmental dataset (N = 151; age range 12-31), ΔR2* showed high reliability, strong longitudinal stability, and validity via robust convergence with established quantitative relaxometry-based iron measures (R2* and R2'). Critically, ΔR2* can be retrospectively estimated from extant fMRI data and derived in large-scale consortium data repositories, demonstrated here in the Adolescent Brain and Cognitive Development (ABCD) baseline cohort (N = 8,366; ages 9-11). We show that ΔR2* captures known age-related increases in basal ganglia iron, highlighting neurodevelopmental sensitivity at population-scale. Together, these findings establish ΔR2* as a reliable, widely accessible marker of basal ganglia iron, enabling scalable investigation of lifespan trajectories and neuropsychiatric risk in existing and future datasets.
Authors
- Will Foran (ORCID: https://orcid.org/0000-0001-7491-9798)
- Amar Ojha (ORCID: https://orcid.org/0000-0002-1038-0225)
- Eric Feczko (ORCID: https://orcid.org/0000-0003-1337-5517)
- Holly Sullivan‐Toole (ORCID: https://orcid.org/0000-0001-9617-9276)
- Brenden Tervo‐Clemmens (ORCID: https://orcid.org/0000-0002-9557-1126)
- Finnegan J. Calabro
- Ashley C. Parr (ORCID: https://orcid.org/0000-0002-5239-2996)
- Carina Heller (ORCID: https://orcid.org/0000-0001-6187-6987)
- Beatriz Luna
- Erik Lee
- Bart Larsen
- rae McCollum
Institutions
- University of Minnesota (US)
- University of Pittsburgh (US)
- Center for the Neural Basis of Cognition (US)
Publication Details
- Journal
- bioRxiv (Cold Spring Harbor Laboratory)
- Published
- 2026-04-14
- DOI
- https://doi.org/10.64898/2026.04.10.717850
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health
- National Institute of Mental Health
- National Institute on Drug Abuse