Three-dimensional textural analysis of brain images reveals distributed grey-matter abnormalities in schizophrenia

European Radiology

Volumn 20, Issue 4, 2010, Pages 941-948

  Ganeshan, Balaji ^a   Miles, Kenneth A ^a   Young, Rupert C D ^a   Chatwin, Christopher R ^a   Gurling, Hugh M D ^b   Critchley, Hugo D ^a  

^a UNIVERSITY OF SUSSEX   (United Kingdom)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

3 D texture analysis; Magnetic resonance imaging (MRI); PCM1 gene; Schizophrenia; Structural brain

Indexed keywords

NEUROLEPTIC AGENT;

ADULT; ALLELE; ARTICLE; BRAIN DISEASE; BRAIN RADIOGRAPHY; CHROMOSOME 8; CLINICAL ARTICLE; CONTROLLED STUDY; FEMALE; GENETIC MARKER; GENETIC SUSCEPTIBILITY; GRAY MATTER; HUMAN; IMAGE ANALYSIS; IMAGE DISPLAY; IMAGE QUALITY; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; SCHIZOPHRENIA; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

ADULT; ALGORITHMS; BRAIN; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; MALE; NERVE FIBERS, MYELINATED; NEURONS; PATTERN RECOGNITION, AUTOMATED; SCHIZOPHRENIA; SENSITIVITY AND SPECIFICITY;

EID: 77952098558     PISSN: 09387994     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00330-009-1605-1     Document Type: Article

References (38)

1. J Woolley P McGuire 2005 Neuroimaging in schizophrenia: what does it tell the clinician? Adv Psychiatr Treat 11 195 202 10.1192/apt.11.3.195 (Pubitemid 40691688)
2. DR Weinberger EF Torrey AN Neophytides RJ Wyatt 1979 Structural abnormalities in the cerebral cortex of chronic schizophrenic patients Arch Gen Psychiatr 36 935 939 1:STN:280:DyaE1M3jtVKjug%3D%3D 313770
3. EC Johnstone TJ Crow CD Frith, et al. 1976 Cerebral ventricular size and cognitive impairment in chronic schizophrenia Lancet 2 924 926 10.1016/S0140-6736(76)90890-4 1:STN:280:DyaE2s%2FjtlGgsQ%3D%3D 62160
4. I Harvey MA Ron G Du Boulay, et al. 1993 Reduction of cortical volume in schizophrenia on magnetic resonance imaging Psychol Med 23 591 604 10.1017/S003329170002537X 1:STN:280:DyaK2c%2Flt1Cmuw%3D%3D 8234567 (Pubitemid 23268077)
5. KO Lim W Tew M Kushner, et al. 1996 Cortical grey matter volume deficit in patients with first-episode schizophrenia Am J Psychiatr 153 1548 1553 1:STN:280:DyaK2s%2Fpsl2juw%3D%3D 8942450 (Pubitemid 26406164)
6. IC Wright S Rabe-Hesketh PW Woodruff, et al. 2000 Meta-analysis of regional brain volumes in schizophrenia Am J Psychiatr 157 16 25 1:STN:280:DC%2BD3c%2FosVyisA%3D%3D 10618008 (Pubitemid 30027416)
7. MD Nelson AJ Saykin LA Flashman, et al. 1998 Hippocampal volume reduction in schizophrenia as assessed by magnetic resonance imaging: a meta-analytic study Arch Gen Psychiatr 55 433 440 10.1001/archpsyc.55.5.433 1:STN:280:DyaK1c3lsFCrtw%3D%3D 9596046 (Pubitemid 28237277)
8. RE Gur V Maany PD Mozley, et al. 1998 Subcortical MRI volumes in neuroleptic-naive and treated patients with schizophrenia Am J Psychiatr 155 1711 1717 1:STN:280:DyaK1M%2Fls12itg%3D%3D 9842780 (Pubitemid 28547495)
9. SM Lawrie AM McIntosh J Hall, et al. 2008 Brain structure and function changes during the development of schizophrenia: the evidence from studies of subjects at increased genetic risk Schizophr Bull 34 330 340 10.1093/schbul/sbm158 18227083 (Pubitemid 351323338)
10. SM Lawrie SS Abukmeil 1998 Brain abnormality in schizophrenia. A systematic and quantitative review of volumetric magnetic resonance imaging studies Br J Psychiatr 160 179 186
11. PF Liddle 1987 Schizophrenic syndromes, cognitive performance and neurological dysfunction Psychol Med 17 49 57 10.1017/S0033291700012976 1:STN:280:DyaL2s3gsVyjsA%3D%3D 3575577 (Pubitemid 17055153)
12. Lerski R (2006) Clinical applications of texture analysis. In: Hajek M, Dezortova M, Materka A, Lerski R (eds) Texture analysis for magnetic resonance imaging. Med4publishing, Prague, pp 151-187
13. S Kloppel CM Stonnington, et al. 2008 Automatic classification of MR scans in Alzheimer's disease Brain 131 681 689 10.1093/brain/awm319 18202106 (Pubitemid 351294712)
14. PA Freeborough NC Fox 1998 MR image texture analysis applied to the diagnosis and tracking of Alzheimer's disease IEEE Trans Med Imag 17 475 479 10.1109/42.712137 1:STN:280:DyaK1cvgsFeiug%3D%3D
15. Liu Y, Teverovskiy L, Carmichael O et al (2004) Discriminative MR image feature analysis for automatic schizophrenia and Alzheimer's disease classification. Technical report CMU-RI-TR-04-15. The Robotics Institute, Carnegie Mellon University, Pittsburgh
16. VA Kovalev M Petrou J Suckling 2003 Detection of structural differences between the brains of schizophrenic patients and controls Psychiatr Res 124 177 189 10.1016/S0925-4927(03)00070-2 (Pubitemid 37410345)
17. K Im JM Lee, et al. 2006 Fractal dimension in human cortical surface: multiple regression analysis with cortical thickness, sulcal depth, and folding area Hum Brain Mapp 27 994 1003 10.1002/hbm.20238 16671080 (Pubitemid 44837501)
18. H Gurling H Critchley SR Datta, et al. 2006 Genetic association and brain morphology studies and the chromosome 8p22 pericentriolar material 1 (PCM1) gene in susceptibility to schizophrenia Arch Gen Psychiatr 63 844 854 10.1001/archpsyc.63.8.844 16894060 (Pubitemid 44188477)
19. R Deichmann CD Good O Josephs J Ashburner R Turner 2000 Optimization of 3-D MP-RAGE sequences for structural brain imaging NeuroImage 12 112 127 10.1006/nimg.2000.0601 1:STN:280:DC%2BD3cvhtVeqtA%3D%3D 10875908 (Pubitemid 30602069)
20. J Ashburner KJ Friston 2000 Voxel-based morphometry: the methods NeuroImage 11 805 821 10.1006/nimg.2000.0582 1:STN:280:DC%2BD3cvgt1Chug%3D%3D 10860804 (Pubitemid 30437668)
21. B Ganeshan KA Miles RCD Young CR Chatwin 2008 Three dimensional selective-scale texture analysis of CT pulmonary angiograms Invest Radiol 43 382 394 10.1097/RLI.0b013e3181690091 18496043 (Pubitemid 351769896)
22. SA Jonsson A Luts N Guldberg-Kjaer R Ohman 1999 Pyramidal neuron size in the hippocampus of schizophrenics correlates with total cell count and degree of cell disarray Eur Arch Psychiatr Clin Neurosci 249 169 173 10.1007/ s004060050083 1:STN:280:DyaK1Mzot1artg%3D%3D (Pubitemid 29408313)
23. MF Casanova B Rothberg 2002 Shape distortion of the hippocampus: a possible explanation of the pyramidal cell disarray reported in schizophrenia Schizophr Res 55 19 24 10.1016/S0920-9964(01)00201-8 11955960 (Pubitemid 34310533)
24. RC Roberts JK Roche RR Conley 2005 Synaptic differences in the postmortem striatum of subjects with schizophrenia: a stereological ultrastructural analysis Synapse 56 185 197 10.1002/syn.20144 1:CAS:528:DC%2BD2MXktFCjs7w%3D 15803499 (Pubitemid 40656641)
25. R Tabarés-Seisdedos T Escámez, et al. 2006 Variations in genes regulating neuronal migration predict reduced prefrontal cognition in schizophrenia and bipolar subjects from Mediterranean Spain: a preliminary study Neuroscience 139 1289 1300 10.1016/j.neuroscience.2006.01.054 16549273
26. V Haroutunian KL Davis 2007 Introduction to the special section: myelin and oligodendrocyte abnormalities in schizophrenia Int J Neuropsychopharmacol 10 499 502 10.1017/S1461145706007449 1:CAS:528:DC%2BD2sXnt1Kgt7s%3D 17583597 (Pubitemid 46985261)
27. A Konrad G Winterer 2008 Disturbed structural connectivity in schizophrenia primary factor in pathology or epiphenomenon? Schizophr Bull 34 72 92 10.1093/schbul/sbm034 17485733 (Pubitemid 350262274)
28. Zilles K (1990) In: Paxinos G (ed) The human nervous system. Academic, San Diego, pp 757-802
29. Von Economo C (1929) The cytoarchitectonics of the human cerebral cortex. Oxford University Press, London
30. TWJ Moorhead JM Harris, et al. 2006 Automated computation of the gyrification index in prefrontal lobes: methods and comparison with manual implementation NeuroImage 31 1560 1566 10.1016/j.neuroimage.2006.02.025 16600639 (Pubitemid 43949232)
31. B Fischl AM Dale 2000 Measuring the thickness of the human cerebral cortex from magnetic resonance images PNAS 97 11050 11055 10.1073/pnas.200033797 1:CAS:528:DC%2BD3cXnt1ahtrg%3D 10984517
32. JM Harris S Yates, et al. 2004 Gyrification in first-episode schizophrenia: a morphometric study Biol Psychiatr 55 141 147 10.1016/S0006-3223(03)00789-3 (Pubitemid 38367717)
33. JJ Kulynych LF Luevano, et al. 1997 Cortical abnormality in schizophrenia: an in vivo application of the gyrification index Biol Psychiatr 41 995 999 10.1016/S0006-3223(96)00292-2 1:STN:280:DyaK2s3ns1ShtA%3D%3D (Pubitemid 27225986)
34. PC Sallet H Elkis, et al. 2003 Reduced cortical folding in schizophrenia: an MRI morphometric study Am J Psychiatr 160 1606 1613 10.1176/appi.ajp.160.9. 1606 12944334 (Pubitemid 41079545)
35. K Vogeley R Tepest, et al. 2001 Right frontal hypergyria differentiation in affected and unaffected siblings from families multiply affected with schizophrenia: a morphometric MRI study Am J Psychiatr 158 494 496 10.1176/appi.ajp.158.3.494 1:STN:280:DC%2BD3M7pslSrtQ%3D%3D 11229998 (Pubitemid 32205214)
36. JM Harris H Whalley, et al. 2004 Abnormal cortical folding in high risk individuals: a predictor of the development of schizophrenia? Biol Psychiatr 56 182 189 10.1016/j.biopsych.2004.04.007 (Pubitemid 38969151)
37. AR Hariri DR Weinberger 2003 Imaging genomics Br Med Bull 65 259 270 10.1093/bmb/65.1.259 1:CAS:528:DC%2BD3sXjtFWqsLY%3D 12697630 (Pubitemid 36406471)
38. KS Kendler JM Myers, et al. 2000 Clinical features of schizophrenia and linkage to chromosomes 5q, 6p, 8p, and 10p in the Irish study of high density schizophrenia families Am J Psychiatr 157 402 408 10.1176/appi.ajp.157.3.402 1:STN:280:DC%2BD3c7mtl2gug%3D%3D 10698816 (Pubitemid 30145926)