Table · dataset · 2021
Estimating the effect of a scanner upgrade on measures of grey matter structure for longitudinal designs
Listed in Edmond
Longitudinal imaging studies are crucial for advancing the understanding of brain development over the lifespan.
Description
Thus, more and more studies acquire imaging data at multiple time points or with long follow-up intervals. In these studies changes to magnetic resonance imaging (MRI) scanners often become inevitable which may decrease the reliability of the MRI assessments and introduce biases.
We therefore investigated the difference between MRI scanners with subsequent versions (3 Tesla Siemens Verio vs. Skyra) on the cortical and subcortical measures of grey matter in 116 healthy, young adults using the well-established longitudinal FreeSurfer stream for T1-weighted brain images. We found excellent between-scanner reliability for cortical and subcortical measures of grey matter structure (intra-class correlation coefficient > 0.8).
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Yet, paired t-tests revealed statistically significant differences in at least 67% of the regions, with percent differences around 2 to 4%, depending on the outcome measure. Offline correction for gradient distortions only slightly reduced these biases. Further, T1-imaging based quality measures reflecting gray-white matter contrast systematically differed between scanners.
We conclude that scanner upgrades during a longitudinal study introduce bias in measures of cortical and subcortical grey matter structure. Therefore, before upgrading a MRI scanner during an ongoing study, researchers should prepare to implement an appropriate correction method for these effects. This dataset contains all the data necessary to reproduce the region-wise analyses in this manuscript. - qa_info.csv (manual quality control results) -mriqc_measures.csv (output from mriqc) - aseg_update.csv (aseg outputs from Skyra ND/Verio ND) - aparc_ct_update.csv (cortical thickness outputs from Skyra ND/Verio ND) - aparc_volume_update.csv (cortical volume outputs from Skyra ND/Verio ND) - aparc_area_update.csv (cortical area outputs from Skyra ND/Verio ND) - vol_unw.csv (aseg outputs from unwarped Skyra ND/Verio ND) - aparc_ct_unw.csv (cortical thickness outputs from unwarped Skyra ND/Verio ND) - aparc_ct_veriond_skyrad.csv (cortical thickness outputs from previous analysis Skyra D/Verio ND)
Links
Where it is published
- Dataverse dataset page edmond.mpg.de/dataset.xhtml?persistentId=doi%3A10.17617%2F3.6B ↗
landing page · from edmond mpdl mpg de
- DOI doi.org/10.17617/3.6b ↗
DOI / persistent id · from edmond mpdl mpg de
Catalogue records · 1
- Dataverse API edmond.mpg.de/api/datasets/:persistentId/?persistentId=doi%3A10.17617%2F3.6B ↗
metadata API · from edmond mpdl mpg de
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Materials Science · Medicine & Health · Ocean & Atmospheric Science · Physics · Social Science
- Inferred from text
- Biomedical engineering 70% · Image 65% · Imaging 75% · Longitudinal study 75% · Magnetic resonance imaging 75%
Provenance · 2 source records, 24 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Edmond | doi:10.17617/3.6B | 13 d ago | JSON v1 |
| Edmond | doi:10.17617/3.6B | 11 d ago | JSON v1 |
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|---|---|---|---|
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