Influence of magnetic field strength and image registration strategy on voxel-based morphometry in a study of Alzheimer's disease

Human Brain Mapping

Volumn 35, Issue 5, 2014, Pages 1865-1874

  Marchewka, Artur ^a,b   Kherif, Ferath ^a   Krueger, Gunnar ^c   Grabowska, Anna ^b   Frackowiak, Richard ^a   Draganski, Bogdan ^a,d  

^a LAUSANNE UNIVERSITY HOSPITAL   (Switzerland)

^b NENCKI INSTITUTE OF EXPERIMENTAL BIOLOGY   (Poland)

^c Siemens Schweiz AG   (Switzerland)

^d MAX PLANCK INSTITUTE FOR HUMAN COGNITIVE AND BRAIN SCIENCES   (Germany)

Author keywords

Diffeomorphic registration; Disease specific template; Multi centre study; Voxel based morphometry

Indexed keywords

ADULT; AGED; ALZHEIMER DISEASE; ALZHEIMERS DISEASE NEUROIMAGING INITIATIVE DATA; ANATOMY; ARTICLE; BRAIN ANATOMY; BRAIN ATROPHY; BRAIN FUNCTION; BRAIN MAPPING; BRAIN SIZE; CEREBELLUM; CLASSIFICATION ALGORITHM; CLINICAL DATA REPOSITORY; COMPUTER PROGRAM; CONTROLLED STUDY; CORRELATION ANALYSIS; DATA BASE; DATA PROCESSING; DIFFEOMORPHIC ANATOMICAL REGISTRATION THROUGH EXPONENTIATED LIE ALGEBRA ALGORITHM; FEMALE; GRAY MATTER; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; MAGNETIC FIELD; MAGNETIC FIELD STRENGTH; MAJOR CLINICAL STUDY; MALE; MINI MENTAL STATE EXAMINATION; MULTICENTER STUDY (TOPIC); NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; PARAMETRIC TEST; PRIMARY MOTOR CORTEX; PRIORITY JOURNAL; RADIODIAGNOSIS; RADIOLOGICAL PARAMETERS; REGISTRATION; STATISTICAL ANALYSIS; STATISTICAL BIAS; STATISTICAL PARAMETRIC MAPPING; STRUCTURAL T1 WEIGHTED MAGNETIC RESONANCE IMAGING; STRUCTURE ANALYSIS; TEMPORAL LOBE; THALAMUS; VERY ELDERLY; VOXEL BASED MORPHOMETRY; ALGORITHM; BRAIN; MIDDLE AGED; PATHOLOGY; PROCEDURES;

AGED; AGED, 80 AND OVER; ALGORITHMS; ALZHEIMER DISEASE; BRAIN; BRAIN MAPPING; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED;

EID: 84897991077     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.22297     Document Type: Article

References (34)

1. Ashburner J, Friston KJ (2000): Voxel-based morphometry - The methods. NeuroImage 11:805-821.
2. Ashburner J, Friston KJ (2005): Unified segmentation. NeuroImage 26:839-851.
3. Ashburner J (2007): A fast diffeomorphic image registration algorithm. Neuroimage 38:95-113.
4. Bastos-Leite AJ, van Waesberghe JH, Oen AL, van der Flier WM, Scheltens P, Barkhof F (2006): Hippocampal sulcus width and cavities: Comparison between patients with Alzheimer disease and nondemented elderly subjects. AJNR Am J Neuroradiol 27:2141-2145.
5. Braak H, Braak E (1991): Neuropathological stageing of Alzheimer-related changes. Acta Neuropathol 82(4):239-259.
6. Briellmann RS, Syngeniotis A, Jackson GD (2001): Comparison of hippocampal volumetry at 1.5 Tesla and 3 Tesla. Epilepsia 42:1021-1024.
7. Deoni SCL, Catani M (2007): Visualization of the deep cerebellar nuclei using quantitative T1 and rho magnetic resonance imaging at 3 Tesla. NeuroImage 37:1260-1266.
8. Dickerson BC, Fenstermacher E, Salat DH, Wolk DA, Maguire RP, Desikan R, Pacheco J, Quinn BT, Van der Kouwe A, Greve DN, Blacker D, Albert M, Killiany RJ, Fischl B (2008): Detection of cortical thickness correlates of cognitive performance: Reliability across MRI scan sessions, scanners, and field strengths. NeuroImage 39:10-18.
9. Di Perri C, Dwyer MG, Wack DS, Cox JL, Hashmi K, Saluste E, Hussein S, Schirda C, Stosic M, Durfee J, Poloni GU, Nayyar N, Bergamaschi R, Zivadinov R (2009): Signal abnormalities on 1.5 and 3 Tesla brain MRI in multiple sclerosis patients and healthy controls. A morphological and spatial quantitative comparison study. Neuroimage 47:1352-1362.
10. Focke NK, Helms G, Kaspar S, Diederich C, Tóth V, Dechent P, Mohr A, Paulus W (2011): Multi-site voxel-based morphometry - Not quite there yet. Neuroimage 56(3):1164-1170.
11. Frisoni GB, Fox NC, Jack CR, Scheltens P, Thompson PM (2010): The clinical use of structural MRI in Alzheimer disease. Nat Rev Neurol 6:67-77.
12. Friston K, Penny W, Phillips C, Kiebel S, Hinton G, Ashburner J (2002): Classical and Bayesian inference in neuroimaging: Theory. NeuroImage 16:465-483.
13. Gitelman DR., Ashburner J, Friston KJ, Tyler LK, Price CJ (2001): Voxel-based morphometry of herpes simplex encephalitis. NeuroImage 13:623-631.
14. Goodro M, Sameti M, Patenuade B, Fein G (2012): Age effect on subcortical structures in healthy adults. Psychiatry Res. Neuroimaging 203(1):38-45.
15. Han X, Jovicich J, Salat D, Van der Kouwe A, Quinn B, Czanner S, Busa E, Pacheco J, Albert M, Killiany P, Maguire P, Rosas D, Makris N, Dale A, Dickerson B, Fischl B (2006): Reliability of MRI-derived measurements of human cerebral cortical thickness: The effects of field strength, scanner upgrade and manufacturer. NeuroImage 32:180-194.
16. Hua X, Leow AD, Lee S, Klunder AD, Toga AW, Lepore N, Chou YY, Brun C, Chiang MC, Barysheva M, Jack CR Jr, Bernstein MA, Britson PJ, Ward CP, Whitwell JL, Borowski B, Fleisher AS, Fox NC, Boyes RG, Barnes J, Harvey D, Kornak J, Schuff N, Boreta L, Alexander GE, Weiner MW, Thompson PM, Alzheimer's Disease Neuroimaging Initiative (2008): 3D characterization of brain atrophy in Alzheimer's disease and mild cognitive impairment using tensor-based morphometry. Neuroimage 41:19-34.
17. Hyman BT (1997): The neuropathological diagnosis of Alzheimer's disease: Clinical-pathological studies. Neurobiol Aging 18:S27-S32
18. Jack CR Jr., Bernstein MA, Fox C, Thompson PM, Alexander G, Harvey D, Borowski B, Britson PJ, Whitwell J, Ward C, Dale AM, Felmlee JP, Gunter JL, Hill DL, Killiany R, Schuff N, Fox-Baosetti S, Lin C, Studholme C, Decarli CS, Krueger G, Ward HA, Metzger GJ, Scott KT, Mallozzi R, Blezek D, Levy J, Debbins JP, Fleisher AS, Albert M, Green P, Bartzokis G, Glover G, Mugler J, Weiner MW (2008): The Alzheimer's Disease Neuroimaging Initiative (ADNI): MRI methods. J Magn Reson Imag 27:685-691.
19. Klein A, Andersson J, Ardekani BA, Ashburner J, Avants B, Chiang M-C, Christensen GE, Collins DL, Gee J, Hellier P, Song JH, Jenkinson M, Lepage C, Rueckert D, Thompson P, Vercauteren T, Woods RP, Mann JJ, Parsey RV Christensen GE, Collins DL, Gee J, Hellier P, Song JH, Jenkinson M, Lepage C, Rueckert D, Thompson P, Vercauteren T, Woods RP, Mann JJ, Parsey RV (2009): Evaluation of 15 nonlinear deformation algorithms applied to human brain MRI registration. NeuroImage 46:786-802.
20. Lepore N, Brun C, Yi-Yu Chou, Lee AD, Barysheva M, Pennec X, Mcmahon KL, Meredith M, de Zubicaray GI, Wright MJ, Toga AW, Thompson PM (2008): Best individual template selection from deformation tensor minimization Proceedings of the 5th IEEE International Symposium on Biomedical Imaging (ISBI), Paris, France, May 14-17.
21. Lotjonen J, Wolz R, Koikkalainen J, Julkunen V, Thurfjell L, Lundqvist R, Waldemar G, Soininen H, Rueckert D, Alzheimer's Disease Neuroimaging Initiative (2011): Fast and robust extraction of hippocampus from MR images for diagnostics of Alzheimer's disease. NeuroImage 56:185-196.
22. Mandal PK, Mahajan R, Dinov ID. Structural Brain Atlases: Design, rationale, and applications in normal and pathological cohorts (2012). J Alzheimers Dis 31(0):S169-S188.
23. Mueller SG, Weiner MW, Thal LJ, Petersen, RC, Jack C, Jagust W, Trojanowski, JQ, Toga AW, Beckett L (2005): The Alzheimer's Disease Neuroimaging Initiative. Neuroimaging Clin N Am 15:869-877.
24. Nestor SM, Rupsingh R, Borrie M, Smith M, Accomazzi V, Wells JL, Fogarty J, Bartha R (2008): Alzheimer's Disease Neuroimaging Initiative ventricular enlargement as a possible measure of Alzheimer's disease progression validated using the Alzheimer's Disease Neuroimaging Initiative database. Brain 131:2443-2454.
25. Pardoe H, Pell GS, Abbott DF, Berg AT, Jackson GD (2008): Multi-site voxel-based morphometry: Methods and a feasibility demonstration with childhood absence epilepsy. NeuroImage 42:611-666.
26. Pereira JM, Nestor PJ, Williams GB (2008): Impact of inconsistent resolution on VBM studies. Neuroimage 40:1711-1717.
27. Pereira JMS, Xiong L, Acosta-Cabronero J, Pengas G, Williams GB, Nestor PJ (2010): Registration accuracy for VBM studies varies according to region and degenerative disease grouping. NeuroImage 49:2205-2215.
28. Pfefferbaum A, Rohlfing T, Rosenbloom MJ, Sullivan EV (2012): Combining atlas-based parcellation of regional brain data acquired across scanners at 1.5 T and 3.0 T field strengths Neuroimage 60:940-951.
29. Raz, N, Lindenberger U, Rodrigue KM, Kennedy KM, Head D, Williamson A, Dahle C, Gerstorf D, Acker JD (2005): Regional brain changes in aging healthy adults: General trends, individual differences and modifiers. Cereb Cortex 15:1676-1689.
30. Scorzin JE, Kaaden S, Quesada CM, Muller CA, Fimmers R, Urbach H, Schramm J (2008): Volume determination of amygdala and hippocampus at 1.5 and 3.0 T MRI in temporal lobe epilepsy. Epilepsy Res 82:29-37.
31. Stonnington CM, Tan G, Klöppel S, Chu C, Draganski B, Jack CR Jr, Chen K, Ashburner J, Frackowiak RS (2008): Interpreting scan data acquired from multiple scanners: A study with Alzheimer's disease. Neuroimage 39:1180-1185.
32. Takahashia R, Ishiice K, Miyamotoc N, Yoshikawac T, Shimadad K, Ohkawa S, Kakigi T, Yokoyama K (2010): Measurement of grey and white matter atrophy in dementia with Lewy bodies using diffeomorphic anatomic registration through exponentiated Lie Algebra: A Comparison with conventional voxel-based morphometry. AJNR Am J Neuroradiol 31:1873-1878.
33. Tanenbaum LN (2006): Clinical 3T MR imaging: Mastering the challenges. Magn Reson Imag Clin N Am 14:1-15.
34. Tardif CL, Collins DL, Pike GB (2010): Regional impact of field strength on voxel-based morphometry results. Hum Brain Mapp 31:943-957.