Cargando…
Test-retest reliability of FreeSurfer-derived volume, area and cortical thickness from MPRAGE and MP2RAGE brain MRI images
BACKGROUND AND PURPOSE: Large MRI studies often pool data gathered from widely varying imaging sequences. Pooled data creates a potential source of variation in structural analyses which may cause misinterpretation of findings. The purpose of this study is to determine if data acquired using differe...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9409374/ https://www.ncbi.nlm.nih.gov/pubmed/36032692 http://dx.doi.org/10.1016/j.ynirp.2022.100086 |
_version_ | 1784774835569688576 |
---|---|
author | Knussmann, Graham N. Anderson, Jeffrey S. Prigge, Molly B.D. Dean, Douglas C. Lange, Nicholas Bigler, Erin D. Alexander, Andrew L. Lainhart, Janet E. Zielinski, Brandon A. King, Jace B. |
author_facet | Knussmann, Graham N. Anderson, Jeffrey S. Prigge, Molly B.D. Dean, Douglas C. Lange, Nicholas Bigler, Erin D. Alexander, Andrew L. Lainhart, Janet E. Zielinski, Brandon A. King, Jace B. |
author_sort | Knussmann, Graham N. |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Large MRI studies often pool data gathered from widely varying imaging sequences. Pooled data creates a potential source of variation in structural analyses which may cause misinterpretation of findings. The purpose of this study is to determine if data acquired using different scan sequences, head coils and scanners offers consistent structural measurements. MATERIALS AND METHODS: Participants (163 right-handed males: 82 typically developing controls, 81 participants with autism spectrum disorder) were scanned on the same day using an MPRAGE sequence with a 12-channel headcoil on a Siemens 3T Trio scanner and an MP2RAGE sequence with a 64-channel headcoil on a Siemens 3T Prisma scanner. Segmentation was performed using FreeSurfer to identify regions exhibiting variation between sequences on measures of volume, surface area, and cortical thickness. Intraclass correlation coefficient (ICC) and mean percent difference (MPD) were used as test-retest reproducibility measures. RESULTS: ICC for total brain segmented volume yielded a 0.99 intraclass correlation, demonstrating high overall volumetric reproducibility. Comparison of individual regions of interest resulted in greater variation. Volumetric variability, although low overall, was greatest in the entorhinal cortex (ICC = 0.71), frontal (ICC = 0.60) and temporal (ICC = 0.60) poles. Surface area variability was greatest in the insula (ICC = 0.65), temporal (ICC = 0.64) and frontal (ICC = 0.68) poles. Cortical thickness was most variable in the frontal (ICC = 0.41) and temporal (ICC = 0.35) poles. CONCLUSION: Data collected on different scanners and head coils using MPRAGE and MP2RAGE are generally consistent for surface area and volume estimates. However, regional variability may constrain accuracy in some regions and cortical thickness measurements exhibit higher generalized variability. |
format | Online Article Text |
id | pubmed-9409374 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
record_format | MEDLINE/PubMed |
spelling | pubmed-94093742022-08-25 Test-retest reliability of FreeSurfer-derived volume, area and cortical thickness from MPRAGE and MP2RAGE brain MRI images Knussmann, Graham N. Anderson, Jeffrey S. Prigge, Molly B.D. Dean, Douglas C. Lange, Nicholas Bigler, Erin D. Alexander, Andrew L. Lainhart, Janet E. Zielinski, Brandon A. King, Jace B. Neuroimage Rep Article BACKGROUND AND PURPOSE: Large MRI studies often pool data gathered from widely varying imaging sequences. Pooled data creates a potential source of variation in structural analyses which may cause misinterpretation of findings. The purpose of this study is to determine if data acquired using different scan sequences, head coils and scanners offers consistent structural measurements. MATERIALS AND METHODS: Participants (163 right-handed males: 82 typically developing controls, 81 participants with autism spectrum disorder) were scanned on the same day using an MPRAGE sequence with a 12-channel headcoil on a Siemens 3T Trio scanner and an MP2RAGE sequence with a 64-channel headcoil on a Siemens 3T Prisma scanner. Segmentation was performed using FreeSurfer to identify regions exhibiting variation between sequences on measures of volume, surface area, and cortical thickness. Intraclass correlation coefficient (ICC) and mean percent difference (MPD) were used as test-retest reproducibility measures. RESULTS: ICC for total brain segmented volume yielded a 0.99 intraclass correlation, demonstrating high overall volumetric reproducibility. Comparison of individual regions of interest resulted in greater variation. Volumetric variability, although low overall, was greatest in the entorhinal cortex (ICC = 0.71), frontal (ICC = 0.60) and temporal (ICC = 0.60) poles. Surface area variability was greatest in the insula (ICC = 0.65), temporal (ICC = 0.64) and frontal (ICC = 0.68) poles. Cortical thickness was most variable in the frontal (ICC = 0.41) and temporal (ICC = 0.35) poles. CONCLUSION: Data collected on different scanners and head coils using MPRAGE and MP2RAGE are generally consistent for surface area and volume estimates. However, regional variability may constrain accuracy in some regions and cortical thickness measurements exhibit higher generalized variability. 2022-06 2022-02-24 /pmc/articles/PMC9409374/ /pubmed/36032692 http://dx.doi.org/10.1016/j.ynirp.2022.100086 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ). |
spellingShingle | Article Knussmann, Graham N. Anderson, Jeffrey S. Prigge, Molly B.D. Dean, Douglas C. Lange, Nicholas Bigler, Erin D. Alexander, Andrew L. Lainhart, Janet E. Zielinski, Brandon A. King, Jace B. Test-retest reliability of FreeSurfer-derived volume, area and cortical thickness from MPRAGE and MP2RAGE brain MRI images |
title | Test-retest reliability of FreeSurfer-derived volume, area and cortical thickness from MPRAGE and MP2RAGE brain MRI images |
title_full | Test-retest reliability of FreeSurfer-derived volume, area and cortical thickness from MPRAGE and MP2RAGE brain MRI images |
title_fullStr | Test-retest reliability of FreeSurfer-derived volume, area and cortical thickness from MPRAGE and MP2RAGE brain MRI images |
title_full_unstemmed | Test-retest reliability of FreeSurfer-derived volume, area and cortical thickness from MPRAGE and MP2RAGE brain MRI images |
title_short | Test-retest reliability of FreeSurfer-derived volume, area and cortical thickness from MPRAGE and MP2RAGE brain MRI images |
title_sort | test-retest reliability of freesurfer-derived volume, area and cortical thickness from mprage and mp2rage brain mri images |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9409374/ https://www.ncbi.nlm.nih.gov/pubmed/36032692 http://dx.doi.org/10.1016/j.ynirp.2022.100086 |
work_keys_str_mv | AT knussmanngrahamn testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT andersonjeffreys testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT priggemollybd testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT deandouglasc testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT langenicholas testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT biglererind testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT alexanderandrewl testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT lainhartjanete testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT zielinskibrandona testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages AT kingjaceb testretestreliabilityoffreesurferderivedvolumeareaandcorticalthicknessfrommprageandmp2ragebrainmriimages |