Literature DB >> 16480900

Longitudinal stability of MRI for mapping brain change using tensor-based morphometry.

Alex D Leow1, Andrea D Klunder, Clifford R Jack, Arthur W Toga, Anders M Dale, Matt A Bernstein, Paula J Britson, Jeffrey L Gunter, Chadwick P Ward, Jennifer L Whitwell, Bret J Borowski, Adam S Fleisher, Nick C Fox, Danielle Harvey, John Kornak, Norbert Schuff, Colin Studholme, Gene E Alexander, Michael W Weiner, Paul M Thompson.   

Abstract

Measures of brain change can be computed from sequential MRI scans, providing valuable information on disease progression, e.g., for patient monitoring and drug trials. Tensor-based morphometry (TBM) creates maps of these brain changes, visualizing the 3D profile and rates of tissue growth or atrophy, but its sensitivity depends on the contrast and geometric stability of the images. As part of the Alzheimer's Disease Neuroimaging Initiative (ADNI), 17 normal elderly subjects were scanned twice (at a 2-week interval) with several 3D 1.5 T MRI pulse sequences: high and low flip angle SPGR/FLASH (from which Synthetic T1 images were generated), MP-RAGE, IR-SPGR (N = 10) and MEDIC (N = 7) scans. For each subject and scan type, a 3D deformation map aligned baseline and follow-up scans, computed with a nonlinear, inverse-consistent elastic registration algorithm. Voxelwise statistics, in ICBM stereotaxic space, visualized the profile of mean absolute change and its cross-subject variance; these maps were then compared using permutation testing. Image stability depended on: (1) the pulse sequence; (2) the transmit/receive coil type (birdcage versus phased array); (3) spatial distortion corrections (using MEDIC sequence information); (4) B1-field intensity inhomogeneity correction (using N3). SPGR/FLASH images acquired using a birdcage coil had least overall deviation. N3 correction reduced coil type and pulse sequence differences and improved scan reproducibility, except for Synthetic T1 images (which were intrinsically corrected for B1-inhomogeneity). No strong evidence favored B0 correction. Although SPGR/FLASH images showed least deviation here, pulse sequence selection for the ADNI project was based on multiple additional image analyses, to be reported elsewhere.

Entities:  

Mesh:

Year:  2006        PMID: 16480900      PMCID: PMC1941663          DOI: 10.1016/j.neuroimage.2005.12.013

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  44 in total

1.  Automated hippocampal segmentation by regional fluid registration of serial MRI: validation and application in Alzheimer's disease.

Authors:  W R Crum; R I Scahill; N C Fox
Journal:  Neuroimage       Date:  2001-05       Impact factor: 6.556

2.  Global, voxel, and cluster tests, by theory and permutation, for a difference between two groups of structural MR images of the brain.

Authors:  E T Bullmore; J Suckling; S Overmeyer; S Rabe-Hesketh; E Taylor; M J Brammer
Journal:  IEEE Trans Med Imaging       Date:  1999-01       Impact factor: 10.048

3.  Brain structural mapping using a novel hybrid implicit/explicit framework based on the level-set method.

Authors:  A Leow; C L Yu; S J Lee; S C Huang; H Protas; R Nicolson; K M Hayashi; A W Toga; P M Thompson
Journal:  Neuroimage       Date:  2005-02-01       Impact factor: 6.556

4.  Correction for geometric distortion in echo planar images from B0 field variations.

Authors:  P Jezzard; R S Balaban
Journal:  Magn Reson Med       Date:  1995-07       Impact factor: 4.668

5.  A nonparametric method for automatic correction of intensity nonuniformity in MRI data.

Authors:  J G Sled; A P Zijdenbos; A C Evans
Journal:  IEEE Trans Med Imaging       Date:  1998-02       Impact factor: 10.048

6.  The detection and significance of subtle changes in mixed-signal brain lesions by serial MRI scan matching and spatial normalization.

Authors:  L Lemieux; U C Wieshmann; N F Moran; D R Fish; S D Shorvon
Journal:  Med Image Anal       Date:  1998-09       Impact factor: 8.545

7.  4D deformation modeling of cortical disease progression in Alzheimer's dementia.

Authors:  A L Janke; G de Zubicaray; S E Rose; M Griffin; J B Chalk; G J Galloway
Journal:  Magn Reson Med       Date:  2001-10       Impact factor: 4.668

8.  Detecting structural changes in whole brain based on nonlinear deformations-application to schizophrenia research.

Authors:  C Gaser; H P Volz; S Kiebel; S Riehemann; H Sauer
Journal:  Neuroimage       Date:  1999-08       Impact factor: 6.556

9.  Comparison of automated and manual MRI volumetry of hippocampus in normal aging and dementia.

Authors:  Yuan-Yu Hsu; Norbert Schuff; An-Tao Du; Kevin Mark; Xiaoping Zhu; Dawn Hardin; Michael W Weiner
Journal:  J Magn Reson Imaging       Date:  2002-09       Impact factor: 4.813

10.  The boundary shift integral: an accurate and robust measure of cerebral volume changes from registered repeat MRI.

Authors:  P A Freeborough; N C Fox
Journal:  IEEE Trans Med Imaging       Date:  1997-10       Impact factor: 10.048

View more
  123 in total

Review 1.  Update on the magnetic resonance imaging core of the Alzheimer's disease neuroimaging initiative.

Authors:  Clifford R Jack; Matt A Bernstein; Bret J Borowski; Jeffrey L Gunter; Nick C Fox; Paul M Thompson; Norbert Schuff; Gunnar Krueger; Ronald J Killiany; Charles S Decarli; Anders M Dale; Owen W Carmichael; Duygu Tosun; Michael W Weiner
Journal:  Alzheimers Dement       Date:  2010-05       Impact factor: 21.566

Review 2.  The Alzheimer's disease neuroimaging initiative: progress report and future plans.

Authors:  Michael W Weiner; Paul S Aisen; Clifford R Jack; William J Jagust; John Q Trojanowski; Leslie Shaw; Andrew J Saykin; John C Morris; Nigel Cairns; Laurel A Beckett; Arthur Toga; Robert Green; Sarah Walter; Holly Soares; Peter Snyder; Eric Siemers; William Potter; Patricia E Cole; Mark Schmidt
Journal:  Alzheimers Dement       Date:  2010-05       Impact factor: 21.566

3.  3D PIB and CSF biomarker associations with hippocampal atrophy in ADNI subjects.

Authors:  Liana G Apostolova; Kristy S Hwang; John P Andrawis; Amity E Green; Sona Babakchanian; Jonathan H Morra; Jeffrey L Cummings; Arthur W Toga; John Q Trojanowski; Leslie M Shaw; Clifford R Jack; Ronald C Petersen; Paul S Aisen; William J Jagust; Robert A Koeppe; Chester A Mathis; Michael W Weiner; Paul M Thompson
Journal:  Neurobiol Aging       Date:  2010-06-11       Impact factor: 4.673

4.  The Center for Computational Biology: resources, achievements, and challenges.

Authors:  Arthur W Toga; Ivo D Dinov; Paul M Thompson; Roger P Woods; John D Van Horn; David W Shattuck; D Stott Parker
Journal:  J Am Med Inform Assoc       Date:  2011-11-10       Impact factor: 4.497

Review 5.  The Alzheimer's Disease Neuroimaging Initiative: a review of papers published since its inception.

Authors:  Michael W Weiner; Dallas P Veitch; Paul S Aisen; Laurel A Beckett; Nigel J Cairns; Robert C Green; Danielle Harvey; Clifford R Jack; William Jagust; Enchi Liu; John C Morris; Ronald C Petersen; Andrew J Saykin; Mark E Schmidt; Leslie Shaw; Judith A Siuciak; Holly Soares; Arthur W Toga; John Q Trojanowski
Journal:  Alzheimers Dement       Date:  2011-11-02       Impact factor: 21.566

Review 6.  Computational analysis of cerebral cortex.

Authors:  Hidemasa Takao; Osamu Abe; Kuni Ohtomo
Journal:  Neuroradiology       Date:  2010-05-18       Impact factor: 2.804

7.  Mapping reliability in multicenter MRI: voxel-based morphometry and cortical thickness.

Authors:  Hugo G Schnack; Neeltje E M van Haren; Rachel M Brouwer; G Caroline M van Baal; Marco Picchioni; Matthias Weisbrod; Heinrich Sauer; Tyrone D Cannon; Matti Huttunen; Claude Lepage; D Louis Collins; Alan Evans; Robin M Murray; René S Kahn; Hilleke E Hulshoff Pol
Journal:  Hum Brain Mapp       Date:  2010-04-16       Impact factor: 5.038

8.  Structural consequences of diffuse traumatic brain injury: a large deformation tensor-based morphometry study.

Authors:  Junghoon Kim; Brian Avants; Sunil Patel; John Whyte; Branch H Coslett; John Pluta; John A Detre; James C Gee
Journal:  Neuroimage       Date:  2007-10-13       Impact factor: 6.556

9.  Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls.

Authors:  Jonathan H Morra; Zhuowen Tu; Liana G Apostolova; Amity E Green; Christina Avedissian; Sarah K Madsen; Neelroop Parikshak; Xue Hua; Arthur W Toga; Clifford R Jack; Norbert Schuff; Michael W Weiner; Paul M Thompson
Journal:  Hum Brain Mapp       Date:  2009-09       Impact factor: 5.038

10.  MRI-derived measurements of human subcortical, ventricular and intracranial brain volumes: Reliability effects of scan sessions, acquisition sequences, data analyses, scanner upgrade, scanner vendors and field strengths.

Authors:  Jorge Jovicich; Silvester Czanner; Xiao Han; David Salat; Andre van der Kouwe; Brian Quinn; Jenni Pacheco; Marilyn Albert; Ronald Killiany; Deborah Blacker; Paul Maguire; Diana Rosas; Nikos Makris; Randy Gollub; Anders Dale; Bradford C Dickerson; Bruce Fischl
Journal:  Neuroimage       Date:  2009-02-20       Impact factor: 6.556

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.