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Volumn 39, Issue 5, 2013, Pages 1105-1114

Distinguishing prodromal from first-episode psychosis using neuroanatomical single-subject pattern recognition

Author keywords

at risk mental state; early prediction of psychosis; machine learning; multivariate analysis; support vector machine; voxel based morphometry

Indexed keywords

ADOLESCENT; ARTICLE; CEREBELLUM; CHILD; CINGULATE GYRUS; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DISCRIMINANT ANALYSIS; FEMALE; FRONTAL LOBE; HIGH RISK PATIENT; HUMAN; MALE; NEUROANATOMY; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; PRODROMAL SYMPTOM; PSYCHOSIS; SCHOOL CHILD; SUBCORTEX; SUPPORT VECTOR MACHINE; TEMPORAL LOBE;

EID: 84878825019     PISSN: 05867614     EISSN: 17451701     Source Type: Journal    
DOI: 10.1093/schbul/sbs095     Document Type: Article
Times cited : (62)

References (40)
  • 1
    • 84871563883 scopus 로고    scopus 로고
    • The psychosis high risk state: A comprehensive state of the art review
    • In press
    • Fusar-Poli P, Borgwardt S, Bechdolf A, et al. The psychosis high risk state: A comprehensive state of the art review. Arch Gen Psychiatry. In press
    • Arch Gen Psychiatry
    • Fusar-Poli, P.1    Borgwardt, S.2    Bechdolf, A.3
  • 2
    • 84857204578 scopus 로고    scopus 로고
    • Should attenuated psychosis syndrome be included in DSM-5?
    • Fusar-Poli P, Yung AR. Should attenuated psychosis syndrome be included in DSM-5? Lancet. 2012;379:591-592
    • (2012) Lancet , vol.379 , pp. 591-592
    • Fusar-Poli, P.1    Yung, A.R.2
  • 3
    • 79955615966 scopus 로고    scopus 로고
    • Neuroanatomical abnormalities that predate the onset of psychosis: A multicenter study
    • Mechelli A, Riecher-Rössler A, Meisenzahl EM, et al. Neuroanatomical abnormalities that predate the onset of psychosis: A multicenter study. Arch Gen Psychiatry. 2011;68:489-495
    • (2011) Arch Gen Psychiatry , vol.68 , pp. 489-495
    • Mechelli, A.1    Riecher-Rössler, A.2    Meisenzahl, E.M.3
  • 4
    • 34047103295 scopus 로고    scopus 로고
    • Neurofunctional correlates of vulnerability to psychosis: A systematic review and meta-analysis
    • Fusar-Poli P, Perez J, Broome M, et al. Neurofunctional correlates of vulnerability to psychosis: A systematic review and meta-analysis. Neurosci Biobehav Rev. 2007;31:465-484
    • (2007) Neurosci Biobehav Rev , vol.31 , pp. 465-484
    • Fusar-Poli, P.1    Perez, J.2    Broome, M.3
  • 5
    • 37249083413 scopus 로고    scopus 로고
    • Molecular imaging studies of the striatal dopaminergic system in psychosis and predictions for the prodromal phase of psychosis
    • Howes OD, Montgomery AJ, Asselin MC, Murray RM, Grasby PM, McGuire PK. Molecular imaging studies of the striatal dopaminergic system in psychosis and predictions for the prodromal phase of psychosis. Br J Psychiatry Suppl. 2007;51:s13-s18
    • (2007) Br J Psychiatry Suppl , vol.51
    • Howes, O.D.1    Montgomery, A.J.2    Asselin, M.C.3    Murray, R.M.4    Grasby, P.M.5    McGuire, P.K.6
  • 6
    • 84858860084 scopus 로고    scopus 로고
    • Mapping prodromal psychosis: A critical review of neuroimaging studies
    • Fusar-Poli P, McGuire P, Borgwardt S. Mapping prodromal psychosis: A critical review of neuroimaging studies. Eur Psychiatry. 2012;27:181-191
    • (2012) Eur Psychiatry , vol.27 , pp. 181-191
    • Fusar-Poli, P.1    McGuire, P.2    Borgwardt, S.3
  • 7
    • 79952536719 scopus 로고    scopus 로고
    • Neuroanatomy of vulnerability to psychosis: A voxel-based meta-analysis
    • Fusar-Poli P, Borgwardt S, Crescini A, et al. Neuroanatomy of vulnerability to psychosis: A voxel-based meta-analysis. Neurosci Biobehav Rev. 2011;35:1175-1185
    • (2011) Neurosci Biobehav Rev , vol.35 , pp. 1175-1185
    • Fusar-Poli, P.1    Borgwardt, S.2    Crescini, A.3
  • 9
    • 77949913128 scopus 로고    scopus 로고
    • Neuroimaging predictors of transition to psychosis-A systematic review and meta-analysis
    • Smieskova R, Fusar-Poli P, Allen P, et al. Neuroimaging predictors of transition to psychosis-A systematic review and meta-analysis. Neurosci Biobehav Rev. 2010;34:1207-1222
    • (2010) Neurosci Biobehav Rev , vol.34 , pp. 1207-1222
    • Smieskova, R.1    Fusar-Poli, P.2    Allen, P.3
  • 10
    • 84869063947 scopus 로고    scopus 로고
    • Neuroanatomical maps of psychosis onset: Voxel-wise meta-analysis of antipsychotic-naive VBM studies
    • published online ahead of print November 17 2011 doi:10.1093/ schbul/sbr134
    • Fusar-Poli P, Radua J, McGuire P, Borgwardt S. Neuroanatomical maps of psychosis onset: Voxel-wise meta-analysis of antipsychotic-naive VBM studies [published online ahead of print November 17, 2011]. Schizophr Bull. doi:10.1093/ schbul/sbr134
    • Schizophr Bull
    • Fusar-Poli, P.1    Radua, J.2    McGuire, P.3    Borgwardt, S.4
  • 11
    • 77950821257 scopus 로고    scopus 로고
    • EHDN Imaging Working Group. Pitfalls in the use of voxel-based morphometry as a biomarker: Examples from huntington disease
    • Henley SM, Ridgway GR, Scahill RI, et al.; EHDN Imaging Working Group. Pitfalls in the use of voxel-based morphometry as a biomarker: Examples from huntington disease. AJNR Am J Neuroradiol. 2010;31:711-719
    • (2010) AJNR Am J Neuroradiol , vol.31 , pp. 711-719
    • Henley, S.M.1    Ridgway, G.R.2    Scahill, R.I.3
  • 12
    • 4344709568 scopus 로고    scopus 로고
    • Generative and recognition models for neuroanatomy
    • Friston KJ, Ashburner J. Generative and recognition models for neuroanatomy. Neuroimage. 2004;23:21-24
    • (2004) Neuroimage , vol.23 , pp. 21-24
    • Friston, K.J.1    Ashburner, J.2
  • 13
    • 39749191312 scopus 로고    scopus 로고
    • Automatic classification of MR scans in Alzheimer's disease
    • Klöppel S, Stonnington CM, Chu C, et al. Automatic classification of MR scans in Alzheimer's disease. Brain. 2008;131:681-689
    • (2008) Brain , vol.131 , pp. 681-689
    • Klöppel, S.1    Stonnington, C.M.2    Chu, C.3
  • 14
    • 33845703344 scopus 로고    scopus 로고
    • What is a support vector machine?
    • Noble WS. What is a support vector machine? Nat Biotechnol. 2006;24:1565-1567
    • (2006) Nat Biotechnol , vol.24 , pp. 1565-1567
    • Noble, W.S.1
  • 15
    • 67650457029 scopus 로고    scopus 로고
    • Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition
    • Koutsouleris N, Meisenzahl EM, Davatzikos C, et al. Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition. Arch Gen Psychiatry. 2009;66:700-712
    • (2009) Arch Gen Psychiatry , vol.66 , pp. 700-712
    • Koutsouleris, N.1    Meisenzahl, E.M.2    Davatzikos, C.3
  • 16
    • 33751113321 scopus 로고    scopus 로고
    • Multivariate voxel-based morphometry successfully differentiates schizophrenia patients from healthy controls
    • Kawasaki Y, Suzuki M, Kherif F, et al. Multivariate voxel-based morphometry successfully differentiates schizophrenia patients from healthy controls. Neuroimage. 2007;34:235-242
    • (2007) Neuroimage , vol.34 , pp. 235-242
    • Kawasaki, Y.1    Suzuki, M.2    Kherif, F.3
  • 17
    • 34548795886 scopus 로고    scopus 로고
    • Multivariate deformation-based analysis of brain atrophy to predict Alzheimer's disease in mild cognitive impairment
    • Teipel SJ, Born C, Ewers M, et al. Multivariate deformation-based analysis of brain atrophy to predict Alzheimer's disease in mild cognitive impairment. Neuroimage. 2007;38:13-24
    • (2007) Neuroimage , vol.38 , pp. 13-24
    • Teipel, S.J.1    Born, C.2    Ewers, M.3
  • 18
    • 39749189507 scopus 로고    scopus 로고
    • Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging
    • Davatzikos C, Fan Y, Wu X, Shen D, Resnick SM. Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging. Neurobiol Aging. 2008;29:514-523
    • (2008) Neurobiol Aging , vol.29 , pp. 514-523
    • Davatzikos, C.1    Fan, Y.2    Wu, X.3    Shen, D.4    Resnick, S.M.5
  • 19
    • 84857125551 scopus 로고    scopus 로고
    • Multivariate pattern classification of gray matter pathology in multiple sclerosis
    • Bendfeldt K, Klöppel S, Nichols TE, et al. Multivariate pattern classification of gray matter pathology in multiple sclerosis. Neuroimage. 2012;60:400-408
    • (2012) Neuroimage , vol.60 , pp. 400-408
    • Bendfeldt, K.1    Klöppel, S.2    Nichols, T.E.3
  • 20
    • 61549122053 scopus 로고    scopus 로고
    • PREDICT-HD investigators of the huntington study group automatic detection of preclinical neurodegeneration: Presymptomatic huntington disease
    • Klöppel S, Chu C, Tan GC, et al.; PREDICT-HD Investigators of the Huntington Study Group. Automatic detection of preclinical neurodegeneration: Presymptomatic Huntington disease. Neurology. 2009;72:426-431
    • (2009) Neurology , vol.72 , pp. 426-431
    • Klöppel, S.1    Chu, C.2    Tan, G.C.3
  • 21
    • 84869050026 scopus 로고    scopus 로고
    • Disease prediction in the at-risk mental state for psychosis using neuroanatomical biomarkers: Results from the FePsy study
    • published online ahead of print November 10 2011 doi:10.1093/schbul/ sbr145
    • Koutsouleris N, Borgwardt S, Meisenzahl EM, Bottlender R, Moller HJ, Riecher-Rössler A. Disease prediction in the at-risk mental state for psychosis using neuroanatomical biomarkers: Results from the FePsy study [published online ahead of print November 10, 2011]. Schizophr Bull. doi:10.1093/schbul/sbr145
    • Schizophr Bull
    • Koutsouleris, N.1    Borgwardt, S.2    Meisenzahl, E.M.3    Bottlender, R.4    Moller, H.J.5    Riecher-Rössler, A.6
  • 22
    • 56249127096 scopus 로고    scopus 로고
    • Reductions in frontal, temporal and parietal volume associated with the onset of psychosis
    • Borgwardt SJ, McGuire PK, Aston J, et al. Reductions in frontal, temporal and parietal volume associated with the onset of psychosis. Schizophr Res. 2008;106:108-114
    • (2008) Schizophr Res , vol.106 , pp. 108-114
    • Borgwardt, S.J.1    McGuire, P.K.2    Aston, J.3
  • 23
    • 70350719233 scopus 로고    scopus 로고
    • Efficacy of using cognitive status in predicting psychosis: A 7-year follow-up
    • Riecher-Rössler A, Pflueger MO, Aston J, et al. Efficacy of using cognitive status in predicting psychosis: A 7-year follow-up. Biol Psychiatry. 2009;66:1023-1030
    • (2009) Biol Psychiatry , vol.66 , pp. 1023-1030
    • Riecher-Rössler, A.1    Pflueger, M.O.2    Aston, J.3
  • 24
    • 45149090851 scopus 로고    scopus 로고
    • The Basel Screening Instrument for Psychosis (BSIP): Development, structure, reliability and validity
    • Riecher-Rössler A, Aston J, Ventura J, et al. [The Basel Screening Instrument for Psychosis (BSIP): Development, structure, reliability and validity]. Fortschr Neurol Psychiatr. 2008;76:207-216
    • (2008) Fortschr Neurol Psychiatr , vol.76 , pp. 207-216
    • Riecher-Rössler, A.1    Aston, J.2    Ventura, J.3
  • 25
    • 85044531680 scopus 로고    scopus 로고
    • Prediction of psychosis. A step towards indicated prevention of schizophrenia
    • Yung AR, Phillips LJ, McGorry PD, et al. Prediction of psychosis. A step towards indicated prevention of schizophrenia. Br J Psychiatry Suppl. 1998;172:14-20
    • (1998) Br J Psychiatry Suppl , vol.172 , pp. 14-20
    • Yung, A.R.1    Phillips, L.J.2    McGorry, P.D.3
  • 26
    • 84857862940 scopus 로고    scopus 로고
    • Predicting psychosis: Meta-analysis of transition outcomes in individuals at high clinical risk
    • Fusar-Poli P, Bonoldi I, Yung AR, et al. Predicting psychosis: Meta-analysis of transition outcomes in individuals at high clinical risk. Arch Gen Psychiatry. 2012;69:220-229
    • (2012) Arch Gen Psychiatry , vol.69 , pp. 220-229
    • Fusar-Poli, P.1    Bonoldi, I.2    Yung, A.R.3
  • 27
    • 0037464759 scopus 로고    scopus 로고
    • Neuroanatomical abnormalities before and after onset of psychosis: A cross-sectional and longitudinal MRI comparison
    • Pantelis C, Velakoulis D, McGorry PD, et al. Neuroanatomical abnormalities before and after onset of psychosis: A cross-sectional and longitudinal MRI comparison. Lancet. 2003;361:281-288
    • (2003) Lancet , vol.361 , pp. 281-288
    • Pantelis, C.1    Velakoulis, D.2    McGorry, P.D.3
  • 28
    • 84856516222 scopus 로고    scopus 로고
    • Early recognition and disease prediction in the at-risk mental states for psychosis using neurocognitive pattern classification
    • Koutsouleris N, Davatzikos C, Bottlender R, et al. Early recognition and disease prediction in the at-risk mental states for psychosis using neurocognitive pattern classification. Schizophr Bull. 2011
    • (2011) Schizophr Bull
    • Koutsouleris, N.1    Davatzikos, C.2    Bottlender, R.3
  • 29
    • 77955397866 scopus 로고    scopus 로고
    • Local-learning-based feature selection for high-dimensional data analysis
    • Sun Y, Todorovic S, Goodison S. Local-learning-based feature selection for high-dimensional data analysis. IEEE Trans Pattern Anal Mach Intell. 2010;32:1610-1626
    • (2010) IEEE Trans Pattern Anal Mach Intell , vol.32 , pp. 1610-1626
    • Sun, Y.1    Todorovic, S.2    Goodison, S.3
  • 31
    • 0036322886 scopus 로고    scopus 로고
    • Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
    • Tzourio-Mazoyer N, Landeau B, Papathanassiou D, et al. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage. 2002;15:273-289
    • (2002) Neuroimage , vol.15 , pp. 273-289
    • Tzourio-Mazoyer, N.1    Landeau, B.2    Papathanassiou, D.3
  • 32
    • 81955164867 scopus 로고    scopus 로고
    • Gray matters!- mapping the transition to psychosis
    • Borgwardt S, McGuire P, Fusar-Poli P. Gray matters!- mapping the transition to psychosis. Schizophr Res. 2011;133:63-67
    • (2011) Schizophr Res , vol.133 , pp. 63-67
    • Borgwardt, S.1    McGuire, P.2    Fusar-Poli, P.3
  • 33
    • 50249087002 scopus 로고    scopus 로고
    • Structural brain alterations at different stages of schizophrenia: A voxel-based morphometric study
    • Meisenzahl EM, Koutsouleris N, Bottlender R, et al. Structural brain alterations at different stages of schizophrenia: A voxel-based morphometric study. Schizophr Res. 2008;104:44-60
    • (2008) Schizophr Res , vol.104 , pp. 44-60
    • Meisenzahl, E.M.1    Koutsouleris, N.2    Bottlender, R.3
  • 34
    • 78651312636 scopus 로고    scopus 로고
    • Brain anatomical abnormalities in high-risk individuals, first-episode, and chronic schizophrenia: An activation likelihood estimation meta-analysis of illness progression
    • Chan RC, Di X, McAlonan GM, Gong QY. Brain anatomical abnormalities in high-risk individuals, first-episode, and chronic schizophrenia: An activation likelihood estimation meta-analysis of illness progression. Schizophr Bull. 2011;37:177-188
    • (2011) Schizophr Bull , vol.37 , pp. 177-188
    • Chan, R.C.1    Di X McAlonan, G.M.2    Gong, Q.Y.3
  • 35
    • 64849086184 scopus 로고    scopus 로고
    • Progressive gray matter reduction of the superior temporal gyrus during transition to psychosis
    • Takahashi T, Wood SJ, Yung AR, et al. Progressive gray matter reduction of the superior temporal gyrus during transition to psychosis. Arch Gen Psychiatry. 2009;66:366-376
    • (2009) Arch Gen Psychiatry , vol.66 , pp. 366-376
    • Takahashi, T.1    Wood, S.J.2    Yung, A.R.3
  • 36
    • 78651277572 scopus 로고    scopus 로고
    • Cortical activations during auditory verbal hallucinations in schizophrenia: A coordinate-based meta-analysis
    • Jardri R, Pouchet A, Pins D, Thomas P. Cortical activations during auditory verbal hallucinations in schizophrenia: A coordinate-based meta-analysis. Am J Psychiatry. 2011;168:73-81
    • (2011) Am J Psychiatry , vol.168 , pp. 73-81
    • Jardri, R.1    Pouchet, A.2    Pins, D.3    Thomas, P.4
  • 37
    • 84862017225 scopus 로고    scopus 로고
    • Cognitive functioning in prodromal psychosis: A meta-analysis
    • Fusar-Poli P, Deste G, Smieskova R, et al. Cognitive functioning in prodromal psychosis: A meta-analysis. Arch Gen Psychiatry. 2012;69(6):562-571
    • (2012) Arch Gen Psychiatry , vol.69 , Issue.6 , pp. 562-571
    • Fusar-Poli, P.1    Deste, G.2    Smieskova, R.3
  • 38
    • 67649876638 scopus 로고    scopus 로고
    • The effects of antipsychotics on the brain: What have we learnt from structural imaging of schizophrenia?-A systematic review
    • Smieskova R, Fusar-Poli P, Allen P, et al. The effects of antipsychotics on the brain: What have we learnt from structural imaging of schizophrenia?-A systematic review. Curr Pharm Des. 2009;15:2535-2549
    • (2009) Curr Pharm Des , vol.15 , pp. 2535-2549
    • Smieskova, R.1    Fusar-Poli, P.2    Allen, P.3
  • 39
    • 79951503453 scopus 로고    scopus 로고
    • Long-term antipsychotic treatment and brain volumes: A longitudinal study of first-episode schizophrenia
    • Ho BC, Andreasen NC, Ziebell S, Pierson R, Magnotta V. Long-term antipsychotic treatment and brain volumes: A longitudinal study of first-episode schizophrenia. Arch Gen Psychiatry. 2011;68:128-137
    • (2011) Arch Gen Psychiatry , vol.68 , pp. 128-137
    • Ho, B.C.1    Andreasen, N.C.2    Ziebell, S.3    Pierson, R.4    Magnotta, V.5
  • 40
    • 84859612395 scopus 로고    scopus 로고
    • Third-generation neuroimaging in early schizophrenia: Translating research evidence into clinical utility
    • Borgwardt S, Fusar-Poli P. Third-generation neuroimaging in early schizophrenia: Translating research evidence into clinical utility. Br J Psychiatry. 2012;200:270-272
    • (2012) Br J Psychiatry , vol.200 , pp. 270-272
    • Borgwardt, S.1    Fusar-Poli, P.2


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