Imputation techniques for the detection of microstructural changes in schizophrenia, with an application to magnetization transfer imaging

Schizophrenia Research

Volumn 132, Issue 1, 2011, Pages 91-96

  Bachmann, Silke ^a   Haffer, Sebastian ^b   Beschoner, Petra ^b   Viviani, Roberto ^b  

^a MARTIN LUTHER UNIVERSITY HALLE WITTENBERG   (Germany)

^b UNIVERSITY OF ULM   (Germany)

Author keywords

Imputation; Magnetization transfer imaging; Partial volume effect; Schizophrenia; Voxel based analysis

Indexed keywords

ADULT; ARTICLE; BRAIN SIZE; CEREBROSPINAL FLUID; CLINICAL ARTICLE; CONTROLLED STUDY; FEMALE; GRAY MATTER; HUMAN; INSULA; MALE; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PREFRONTAL CORTEX; PRIORITY JOURNAL; SCHIZOPHRENIA; TEMPORAL LOBE; VOXEL BASED MORPHOMETRY;

ADULT; BRAIN MAPPING; CASE-CONTROL STUDIES; DATA INTERPRETATION, STATISTICAL; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; SCHIZOPHRENIA; YOUNG ADULT;

EID: 80052635728     PISSN: 09209964     EISSN: 15732509     Source Type: Journal    
DOI: 10.1016/j.schres.2011.07.023     Document Type: Article

References (43)

1. American Psychiatric Association Diagnostic and statistic manual of mental disorders: DSM-IV 1994, APA, Washington.
2. Antosik-Biernacka A., Peuskens H., De Hert M., Peuskens J., Sunaert S., Van Hecke P., Goraj B. Magnetization transfer imaging in chronic schizophrenia. Med. Sci. Monit. 2006, 12:17-21.
3. Ashburner J., Friston K. Multimodal image coregistration and partitioning-a unified framework. NeuroImage 1997, 6:209-217.
4. Ashburner J., Friston K.J. Voxel-based morphometry - the methods. NeuroImage 2000, 11:805-821.
5. Bachmann S., Pantel J., Flender A., Bottmer C., Essig M., Schroeder J. Corpus callosum in first-episode patients with schizophrenia - a magnetic resonance imaging study. Psychol. Med. 2003, 33:1019-1027.
6. Bachmann S., Bottmer C., Pantel J., Schroder J., Amann M., Essig M., Schad L.R. MRI-morphometric changes in first-episode schizophrenic patients at 14months follow-up. Schizophr. Res. 2004, 67:301-303.
7. Bachmann S., Bottmer C., Schroder J., Essig M., Magnotta V. Compliance with medication but not structural MRI measures predict functional outcome in first-episode schizophrenia patients. Schizophr. Res. 2007, 90:355-356.
8. Bagary M.S., Symms M.R., Barker G.J., Mutsatsa S.H., Joyce E.M., Ron M.A. Gray and white matter brain abnormalities in first-episode schizophrenia inferred from magnetization transfer imaging. Arch. Gen. Psychiatry 2003, 60:779-788.
9. Bartzokis G., Lu P.H., Nuechterlein K.H., Gitlin M., Doi C., Edwards N., Lieu C., Altshuler L.L., Mintz J. Differential effects of typical and atypical antipsychotics on brain myelination in schizophrenia. Schizophr. Res. 2007, 93:13-22.
10. Beschoner P., Riecker A., Viviani R. A review of magnetic resonance tomography findings in schizophrenia: magnetization transfer ratio and diffusion-weighted imaging. Nervenheilkunde 2005, 24:190-197.
11. Bottmer C., Bachmann S., Pantel J., Essig M., Amann M., Schad L.R., Magnotta V., Schroeder J. Reduced cerebellar volume and neurological soft signs in first-episode schizophrenia. Psychiatry Res. 2005, 140:239-250.
12. Cahn W., Hulshoff Pol H.E., Bongers M., Schnack H.G., Mandl R.C., Van Haren N.E., Durston S., Koning H., Van Der Linden J.A., Kahn R.S. Brain morphology in antipsychotic-naive schizophrenia: a study of multiple brain structures. Br. J. Psychiatry Suppl. 2002, 43:s66-s72.
13. Di X., Chan R.C., Gong Q.Y. White matter reduction in patients with schizophrenia as revealed by voxel-based morphometry: an activation likelihood estimation meta-analysis. Prog. Neuropsychopharmacol. Biol. Psychiatry. 2009, 33:1390-1394.
14. Douaud G., Smith S., Jenkinson M., Behrens T., Johansen-Berg H., Vickers J., James S., Voets N., Watkins K., Matthews P.M., James A. Anatomically related grey and white matter abnormalities in adolescent-onset schizophrenia. Brain 2007, 130:2375-2386.
15. Filippi M., Agosta F. Magnetic resonance techniques to quantify tissue damage, tissue repair, and functional cortical reorganization in multiple sclerosis. Prog. Brain Res. 2009, 175:456-482.
16. Foong J., Symms M.R., Barker G.J., Maier M., Woermann F.G., Miller D.H., Ron M.A. Neuropathological abnormalities in schizophrenia: evidence from magnetization transfer imaging. Brain 2001, 124:882-892.
17. Friston K.J. Statistical parametric mapping and other analyses of functional imaging data. Brain Mapping: The Methods 1996, Academic Press, New York. A.W. Toga, J.C. Mazziotta (Eds.).
18. Henkelman R.M., Stanisz G.J., Graham S.J. Magnetization transfer in MRI: a review. NMR Biomed. 2001, 14:57-64.
19. Holmes A.P., Blair R.C., Watson J.D., Ford I. Nonparametric analysis of statistic images from functional mapping experiments. J. Cereb. Blood Flow Metab. 1996, 16:7-22.
20. Honea R.A., Crow T.J., Passingham D., Mackay C.E. Regional deficits in brain volume in schizophrenia: a meta-analysis of voxel-based morphometry studies. Am. J. Psychiatry 2005, 162:2233-2245.
21. Honea R.A., Meyer-Lindenberg A., Hobbs K.B., Pezawas L., Mattay V.S., Egan M.F., Verchinski B., Passingham R.E., Weinberger D.R., Callicott J.H. Is gray matter volume an intermediate phenotype for schizophrenia? A voxel-based morphometry study of patients with schizophrenia and their healthy siblings. Biol. Psychiatry 2008, 63:465-474.
22. Konrad A., Winterer G. Disturbed structural connectivity in schizophrenia primary factor in pathology or epiphenomenon?. Schizophr. Bull. 2008, 34:72-92.
23. Kubicki M., Park H., Westin C.F., Nestor P.G., Mulkern R.V., Maier S.E., Niznikiewicz M., Connor E.E., Levitt J.J., Frumin M., Kikinis R., Jolesz F.A., McCarley R.W., Shenton M.E. DTI and MTR abnormalities in schizophrenia: analysis of white matter integrity. NeuroImage 2005, 26:1109-1118.
24. Kubicki M., McCarley R., Westin C.F., Park H.J., Maier S., Kikinis R., Jolesz F.A., Shenton M.E. A review of diffusion tensor imaging studies in schizophrenia. J. Psychiatr. Res. 2007, 41:15-30.
25. Lieberman J.A., Tollefson G.D., Charles C., Zipursky R., Sharma T., Kahn R.S., Keefe R.S., Green A.I., Gur R.E., McEvoy J., Perkins D., Hamer R.M., Gu H., Tohen M. Antipsychotic drug effects on brain morphology in first-episode psychosis. Arch. Gen. Psychiatry 2005, 62:361-370.
26. Little R.J.A., Rubin D.B. Statistical Analysis with Missing Data 2002, Wiley, New York. second ed.
27. Mandl R.C., Schnack H.G., Luigjes J., van den Heuvel M.P., Cahn W., Kahn R.S., Hulshoff Pol H.E. Tract-based analysis of magnetization transfer ratio and diffusion tensor imaging of the frontal and frontotemporal connections in schizophrenia. Schizophr. Bull. 2010, 36:778-787.
28. Mori S., Wakana S., Nagae-Poetscher L.M., van Zijl P.C.M. MRI Atlas of Human White Matter 2005, Elsevier, Amsterdam.
29. Nagai M., Kishi K., Kato S. Insular cortex and neuropsychiatric disorders: a review of recent literature. Eur. Psychiatry 2007, 22:387-394.
30. Nichols T.E., Holmes A.P. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum. Brain Mapp. 2002, 15:1-25.
31. Oldfield R.C. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 1971, 9:97-113.
32. Pomarol-Clotet E., Canales-Rodriguez E.J., Salvador R., Sarro S., Gomar J.J., Vila F., Ortiz-Gil J., Iturria-Medina Y., Capdevila A., McKenna P.J. Medial prefrontal cortex pathology in schizophrenia as revealed by convergent findings from multimodal imaging. Mol. Psychiatry 2010, 15:823-830.
33. Price G., Cercignani M., Chu E.M., Barnes T.R.E., Barker G.J., Joyce E.M., Ron M.A. Brain pathology in first-episode psychosis: magnetization transfer imaging provides additional information to MRI measurements of volume loss. NeuroImage 2010, 49:185-192.
34. Rosenbaum P.R. Design of Observational Studies 2009, Springer, Berlin.
35. Scherk H., Falkai P. Effects of antipsychotics on brain structure. Curr. Opin. Psychiatry 2006, 19:145-150.
36. Shenton M.E., Dickey C.C., Frumin M., McCarley R.W. A review of MRI findings in schizophrenia. Schizophr. Res. 2001, 49:1-52.
37. Van Essen D.C., Dierker D.L. Surface-based and probabilistic atlases of primate cerebral cortex. Neuron 2007, 56:209-225.
38. Viviani R., Beschoner P., Ehrhard K., Schmitz B., Thone J. Non-normality and transformations of random fields, with an application to voxel-based morphometry. NeuroImage 2007, 35:121-130.
39. Williams L.M. Voxel-based morphometry in schizophrenia: implications for neurodevelopmental connectivity models, cognition and affect. Expert. Rev. Neurother. 2008, 8:1049-1065.
40. Wolff S.D., Balaban R.S. Magnetization transfer contrast (MTC) and tissue water proton relaxation in vivo. Magn. Reson. Med. 1989, 10:135-144.
41. Worsley K.J., Marrett S., Neelin P., Evans A.C. A three-dimensional statistical analysis for CBF activation studies in human brain. J. Cereb. Blood Flow Metab. 1992, 12:900-918.
42. Wright I.C., Rabe-Hesketh S., Woodruff P.W., David A.S., Murray R.M., Bullmore E.T. Meta-analysis of regional brain volumes in schizophrenia. Am. J. Psychiatry 2000, 157:16-25.
43. Zilles K., Schleicher A., Langemann C., Amunts K., Morosan P., Palomero-Gallagher N., Schormann T., Mohlberg H., Burgel U., Steinmetz H., Schlaug G., Roland P.E. Quantitative analysis of sulci in the human cerebral cortex: development, regional heterogeneity, gender difference, asymmetry, intersubject variability and cortical architecture. Hum. Brain Mapp. 1997, 5:218-221.