Normalization of the percentage of signal recovery derived from dynamic susceptibility contrast perfusion MRI in brain tumors

The universalizability of the metric percentage of signal recovery (PSR) derived from dynamic susceptibility contrast (DSC) perfusion MRI is limited by its dependency of acquisition parameters. In this technical assessment, we tested different reference tissues for PSR normalization and found the normal-appearing white matter (NAWM) to have the least inter-patient variability when using a fixed PSR-optimized protocol. A logarithmic normalization using NAWM improved the consistency of PSR values when a cohort of brain tumor patients was analyzed by synthetically changing acquisition parameters (while keeping the protocol uniform within the cohort). Additionally, the NAWM logarithmic normalization was better than no normalization and linear normalization at maintaining the consistency of both values and ranks within the cohort while a synthetic random variation of the acquisition parameter was applied (i.e., with a heterogeneous protocol within the cohort). Future PSR studies may consider reporting logarithmic normalized PSR (nPSR<sub>ln</sub>) values to potentially improve the comparability across studies.

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Publication Details

Journal
Neuroradiology
Published
2025-03-11
DOI
https://doi.org/10.1007/s00234-025-03580-7
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Normalization of the percentage of signal recovery derived from dynamic susceptibility contrast perfusion MRI in brain tumors

Noriko Salamon, Benjamin M. Ellingson, Jingwen Yao, Francesco Sanvito et al.
Neuroradiology
Advanced MRI Techniques and Applications
article

Normalization of the percentage of signal recovery derived from dynamic susceptibility contrast perfusion MRI in brain tumors

Noriko Salamon, Benjamin M. Ellingson, Jingwen Yao, Francesco Sanvito, Nicholas S. Cho, Timothy F. Cloughesy, Donatello Telesca
article en

Abstract

The universalizability of the metric percentage of signal recovery (PSR) derived from dynamic susceptibility contrast (DSC) perfusion MRI is limited by its dependency of acquisition parameters. In this technical assessment, we tested different reference tissues for PSR normalization and found the normal-appearing white matter (NAWM) to have the least inter-patient variability when using a fixed PSR-optimized protocol. A logarithmic normalization using NAWM improved the consistency of PSR values when a cohort of brain tumor patients was analyzed by synthetically changing acquisition parameters (while keeping the protocol uniform within the cohort). Additionally, the NAWM logarithmic normalization was better than no normalization and linear normalization at maintaining the consistency of both values and ranks within the cohort while a synthetic random variation of the acquisition parameter was applied (i.e., with a heterogeneous protocol within the cohort). Future PSR studies may consider reporting logarithmic normalized PSR (nPSR<sub>ln</sub>) values to potentially improve the comparability across studies.

NeuroradiologyVol. 67(6)
University of California, Los Angeles (US), Neurobehavioral Systems (US), Samueli Institute (US), Imaging Center (US)
U.S. Department of Defense, Foundation for the National Institutes of Health
Openalex Percentile: Top 93%
Advanced MRI Techniques and Applications
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