TY - JOUR
T1 - Multi-centre and multi-vendor reproducibility of a standardized protocol for quantitative susceptibility Mapping of the human brain at 3T
AU - the RIN – Neuroimaging Network
AU - Lancione, Marta
AU - Bosco, Paolo
AU - Costagli, Mauro
AU - Nigri, Anna
AU - Aquino, Domenico
AU - Carne, Irene
AU - Ferraro, Stefania
AU - Giulietti, Giovanni
AU - Napolitano, Antonio
AU - Palesi, Fulvia
AU - Pavone, Luigi
AU - Pirastru, Alice
AU - Savini, Giovanni
AU - Tagliavini, Fabrizio
AU - Bruzzone, Maria Grazia
AU - Gandini Wheeler-Kingshott, Claudia A.M.
AU - Tosetti, Michela
AU - Biagi, Laura
N1 - Funding Information:
This project was funded by the Italian Minister of Health (RRC-2016-2361095, RRC-2017-2364915, RRC-2018-2365796, and RCR-2019-23669119_001, RCR 2020-23670067, and RCR-2022-23682285) and the Ministry of Economy and Finance (CCR-2017-23669078). This study was also partially supported by grant RC and the 5x1000 voluntary contributions to IRCCS Fondazione Stella Maris, funded by the Italian Ministry of Health. The funding sources had no role in the design and conduct of the study; in the collection, analysis, and interpretation of the data; or in the preparation, review, and approval of the manuscript.
Publisher Copyright:
© 2022
PY - 2022/11
Y1 - 2022/11
N2 - Quantitative Susceptibility Mapping (QSM) is an MRI-based technique allowing the non-invasive quantification of iron content and myelination in the brain. The RIN – Neuroimaging Network established an optimized and harmonized protocol for QSM across ten sites with 3T MRI systems from three different vendors to enable multicentric studies. The assessment of the reproducibility of this protocol is crucial to establish susceptibility as a quantitative biomarker. In this work, we evaluated cross-vendor reproducibility in a group of six traveling brains. Then, we recruited fifty-one volunteers and measured the variability of QSM values in a cohort of healthy subjects scanned at different sites, simulating a multicentric study. Both voxelwise and Region of Interest (ROI)-based analysis on cortical and subcortical gray matter were performed. The traveling brain study yielded high structural similarity (∼0.8) and excellent reproducibility comparing maps acquired on scanners from two different vendors. Depending on the ROI, we reported a quantification error ranging from 0.001 to 0.017 ppm for the traveling brains. In the cohort of fifty-one healthy subjects scanned at nine different sites, the ROI-dependent variability of susceptibility values, of the order of 0.005–0.025 ppm, was comparable to the result of the traveling brain experiment. The harmonized QSM protocol of the RIN – Neuroimaging Network provides a reliable quantification of susceptibility in both cortical and subcortical gray matter regions and it is ready for multicentric and longitudinal clinical studies in neurological and pychiatric diseases.
AB - Quantitative Susceptibility Mapping (QSM) is an MRI-based technique allowing the non-invasive quantification of iron content and myelination in the brain. The RIN – Neuroimaging Network established an optimized and harmonized protocol for QSM across ten sites with 3T MRI systems from three different vendors to enable multicentric studies. The assessment of the reproducibility of this protocol is crucial to establish susceptibility as a quantitative biomarker. In this work, we evaluated cross-vendor reproducibility in a group of six traveling brains. Then, we recruited fifty-one volunteers and measured the variability of QSM values in a cohort of healthy subjects scanned at different sites, simulating a multicentric study. Both voxelwise and Region of Interest (ROI)-based analysis on cortical and subcortical gray matter were performed. The traveling brain study yielded high structural similarity (∼0.8) and excellent reproducibility comparing maps acquired on scanners from two different vendors. Depending on the ROI, we reported a quantification error ranging from 0.001 to 0.017 ppm for the traveling brains. In the cohort of fifty-one healthy subjects scanned at nine different sites, the ROI-dependent variability of susceptibility values, of the order of 0.005–0.025 ppm, was comparable to the result of the traveling brain experiment. The harmonized QSM protocol of the RIN – Neuroimaging Network provides a reliable quantification of susceptibility in both cortical and subcortical gray matter regions and it is ready for multicentric and longitudinal clinical studies in neurological and pychiatric diseases.
KW - Magnetic resonance imaging
KW - Multicentric study
KW - Protocol harmonization
KW - Quantitative susceptibility mapping
KW - Reproducibility
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U2 - 10.1016/j.ejmp.2022.09.012
DO - 10.1016/j.ejmp.2022.09.012
M3 - Article
C2 - 36219961
AN - SCOPUS:85140777095
SN - 1120-1797
VL - 103
SP - 37
EP - 45
JO - Physica Medica
JF - Physica Medica
ER -