On the Impact of QSM Pipeline Parameters on Brain Iron Outcomes

Motivation: Only two quantitative susceptibility mapping (QSM) studies so far observed increased susceptibility in the thalamus of people with multiple sclerosis (pwMS), while all others found lower. Goal(s): Investigate whether discrepancies in reported thalamic iron levels in pwMS can be attributed to age differences in studies or variations in their QSM processing pipeline. Approach: We replicated a previous study's QSM pipeline with matched cohorts and systematically varying the regularization parameters for background field removal and dipole inversion. Results: We found that pwMS consistently exhibited lower thalamic susceptibility across all pipeline parameter settings. Impact: Our findings suggest that neither younger age nor specific regularization parameter choices account for the discrepancies in the literature, and that QSM robustly detects disease-related effects independent of these parameter variations.

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Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/3767
Primary Topic
Biochemical effects in animals
Type
article
Field-Weighted Citation Impact
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article

On the Impact of QSM Pipeline Parameters on Brain Iron Outcomes

Ferdinand Schweser, Michael G. Dwyer, Niels Bergsland, Bianca Weinstock‐Guttman et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Biochemical effects in animals
article

On the Impact of QSM Pipeline Parameters on Brain Iron Outcomes

Ferdinand Schweser, Michael G. Dwyer, Niels Bergsland, Bianca Weinstock‐Guttman, Fahad Salman, Robert Zivadinov
article en

Abstract

Motivation: Only two quantitative susceptibility mapping (QSM) studies so far observed increased susceptibility in the thalamus of people with multiple sclerosis (pwMS), while all others found lower. Goal(s): Investigate whether discrepancies in reported thalamic iron levels in pwMS can be attributed to age differences in studies or variations in their QSM processing pipeline. Approach: We replicated a previous study's QSM pipeline with matched cohorts and systematically varying the regularization parameters for background field removal and dipole inversion. Results: We found that pwMS consistently exhibited lower thalamic susceptibility across all pipeline parameter settings. Impact: Our findings suggest that neither younger age nor specific regularization parameter choices account for the discrepancies in the literature, and that QSM robustly detects disease-related effects independent of these parameter variations.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 69%
Biochemical effects in animals
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