BMC Psychiatry | |
Distribution of tract deficits in schizophrenia | |
Dara M Cannon2  Colm McDonald2  Alexander Leemans5  Cathy Scanlon2  Natalie J Forde2  Chris M Dodds1  Ulrich Müller4  Emilio Fernandez-Egea6  Mark Agius3  Robert B Dudas4  Rashid Zaman3  Edward T Bullmore1  Pradeep J Nathan7  Ian Ellison-Wright8  | |
[1] GlaxoSmithKline, Clinical Unit Cambridge (CUC), Addenbrooke’s Centre for Clinical Investigation (ACCI), Addenbrooke’s Hospital, Hills Road, PO Box 128, Cambridge CB2 0GG, UK;Clinical Neuroimaging Laboratory, Departments of Anatomy & Psychiatry, College of Medicine, Nursing and Health Sciences, 202 Comerford Suite, Clinical Sciences Institute, National University of Ireland, Galway, Republic of Ireland;South Essex Partnership University NHS Foundation Trust (SEPT), The Lodge, The Chase, Wickford, Essex SS11 7XX, United Kingdom;Cambridgeshire and Peterborough NHS Foundation Trust (CPFT) Elizabeth House, Fulbourn Hospital, Fulbourn, Cambridge CB21 5EF, UK;Image Sciences Institute, University Medical Center Utrecht, Q.S.459, P.O. Box 85500, 3508 GA Utrecht, The Netherlands;Behavioural Clinical Neuroscience Institute (BCNI), University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Box 189, Cambridge CB2 2QQ, UK;School of Psychology and Psychiatry, Monash University, Building 17, Clayton Campus, Wellington Road, Clayton, VIC 3800, Australia;Avon and Wiltshire Mental Health Partnership NHS Trust, Heathwood, Fountain Way, Salisbury SP2 7FD, UK | |
关键词: White matter; Gray matter; Voxel based morphometry; Tract based spatial statistics; Diffusion tensor imaging; Schizophrenia; | |
Others : 1123664 DOI : 10.1186/1471-244X-14-99 |
|
received in 2013-11-07, accepted in 2014-03-19, 发布年份 2014 | |
【 摘 要 】
Background
Gray and white matter brain changes have been found in schizophrenia but the anatomical organizing process underlying these changes remains unknown. We aimed to identify gray and white matter volumetric changes in a group of patients with schizophrenia and to quantify the distribution of white matter tract changes using a novel approach which applied three complementary analyses to diffusion imaging data.
Methods
21 patients with schizophrenia and 21 matched control subjects underwent brain magnetic resonance imaging. Gray and white matter volume differences were investigated using Voxel-based Morphometry (VBM). White matter diffusion changes were located using Tract Based Spatial Statistics (TBSS) and quantified within a standard atlas. Tracts where significant regional differences were located were examined using fiber tractography.
Results
No significant differences in gray or white matter volumetry were found between the two groups. Using TBSS the schizophrenia group showed significantly lower fractional anisotropy (FA) compared to the controls in regions (false discovery rate <0.05) including the genu, body and splenium of the corpus callosum and the left anterior limb of the internal capsule (ALIC). Using fiber tractography, FA was significantly lower in schizophrenia in the corpus callosum genu (p = 0.003).
Conclusions
In schizophrenia, white matter diffusion deficits are prominent in medial frontal regions. These changes are consistent with the results of previous studies which have detected white matter changes in these areas. The pathology of schizophrenia may preferentially affect the prefrontal-thalamic white matter circuits traversing these regions.
【 授权许可】
2014 Ellison-Wright et al.; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20150216041557988.pdf | 3342KB | download | |
Figure 3. | 154KB | Image | download |
Figure 2. | 105KB | Image | download |
Figure 1. | 158KB | Image | download |
【 图 表 】
Figure 1.
Figure 2.
Figure 3.
【 参考文献 】
- [1]Tandon R, Nasrallah HA, Keshavan MS: Schizophrenia, “just the facts” 4. Clinical features and conceptualization. Schizophr Res 2009, 110:1-23.
- [2]Kanaan RA, Kim JS, Kaufmann WE, Pearlson GD, Barker GJ, McGuire PK: Diffusion tensor imaging in schizophrenia. Biol Psychiatry 2005, 58:921-929.
- [3]Ellison-Wright I, Glahn DC, Laird AR, Thelen SM, Bullmore E: The anatomy of first-episode and chronic schizophrenia: an anatomical likelihood estimation meta-analysis. Am J Psychiatry 2008, 165:1015-1023.
- [4]Di X, Chan RC, Gong QY: 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.
- [5]Bora E, Fornito A, Radua J, Walterfang M, Seal M, Wood SJ, Yücel M, Velakoulis D, Pantelis C: Neuroanatomical abnormalities in schizophrenia: a multimodal voxelwise meta-analysis and meta-regression analysis. Schizophr Res 2011, 127:46-57.
- [6]Shepherd AM, Laurens KR, Matheson SL, Carr VJ, Green MJ: Systematic meta-review and quality assessment of the structural brain alterations in schizophrenia. Neurosci Biobehav Rev 2012, 36:1342-1356.
- [7]Harrison PJ: The neuropathology of schizophrenia. A critical review of the data and their interpretation. Brain 1999, 122:593-624.
- [8]Williamson PC, Allman JM: A framework for interpreting functional networks in schizophrenia. Front Hum Neurosci 2012, 6:184.
- [9]Fornito A, Zalesky A, Pantelis C, Bullmore E: Schizophrenia, neuroimaging and connectomics. Neuroimage 2012, 62:2296-2314.
- [10]Friston KJ, Frith C, Liddle FP, Frackowiak RSJ: Functional connectivity: The principal-component analysis of large (PET) data sets. J Cereb Blood Flow Metab 1993, 13:5-14.
- [11]McGuire PK, Frith CD: Disordered functional connectivity and schizophrenia. Psychol Med 1996, 26:663-667.
- [12]Rubinov M, Bassett DS: Emerging evidence of connectomic abnormalities in schizophrenia. J Neurosci 2011, 31:6263-6265.
- [13]Marenco S, Stein JL, Savostyanova AA, Sambataro F, Tan HY, Goldman AL, Verchinski BA, Barnett AS, Dickinson D, Apud JA, Callicott JH, Meyer-Lindenberg A, Weinberger DR: Investigation of anatomical thalamo-cortical connectivity and FMRI activation in schizophrenia. Neuropsychopharmacology 2012, 37:499-507.
- [14]Pettersson-Yeo W, Allen P, Benetti S, McGuire P, Mechelli A: Dysconnectivity in schizophrenia: where are we now? Neurosci Biobehav Rev 2011, 35:1110-1124.
- [15]Caprihan A, Abbott C, Yamamoto J, Pearlson G, Perrone-Bizzozero N, Sui J, Calhoun VD: Source-based morphometry analysis of group differences in fractional anisotropy in schizophrenia. Brain Connect 2011, 1:133-145.
- [16]Melonakos ED, Shenton ME, Rathi Y, Terry DP, Bouix S, Kubicki M: Voxel-based morphometry (VBM) studies in schizophrenia-can white matter changes be reliably detected with VBM? Psychiatry Res 2011, 193:65-70.
- [17]van den Heuvel MP, Mandl RC, Stam CJ, Kahn RS, Hulshoff Pol HE: Aberrant frontal and temporal complex network structure in schizophrenia: a graph theoretical analysis. J Neurosci 2010, 30:15915-15926.
- [18]Zalesky A, Fornito A, Seal ML, Cocchi L, Westin CF, Bullmore ET, Egan GF, Pantelis C: Disrupted axonal fiber connectivity in schizophrenia. Biol Psychiatry 2011, 69:80-89.
- [19]Ellison-Wright I, Bullmore ET: Meta-analysis of diffusion tensor imaging studies in schizophrenia. Schizophr Res 2009, 108:3-10.
- [20]Pomarol-Clotet E, Canales-Rodríguez EJ, Salvador R, Sarró S, Gomar JJ, Vila F, Ortiz-Gil J, Iturria-Medina Y, Capdevila A, McKenna PJ: Medial prefrontal cortex pathology in schizophrenia as revealed by convergent findings from multimodal imaging. Mol Psychiatry 2010, 15:823-830.
- [21]Padovani A, Borroni B, Brambati SM, Agosti C, Broli M, Alonso R, Scifo P, Bellelli G, Alberici A, Gasparotti R, Perani D: Diffusion tensor imaging and voxel based morphometry study in early progressive supranuclear palsy. J Neurol Neurosurg Psychiatr 2006, 77:457-463.
- [22]Scanlon C, Mueller SG, Cheong I, Hartig M, Weiner MW, Laxer KD: Grey and white matter abnormalities in temporal lobe epilepsy with and without mesial temporal sclerosis. J Neurol 2013, 260:2320-2329.
- [23]Ardekani BA, Tabesh A, Sevy S, Robinson DG, Bilder RM, Szeszko PR: Diffusion tensor imaging reliably differentiates patients with schizophrenia from healthy volunteers. Hum Brain Mapp 2011, 32:1-9.
- [24]Basser PJ, Pajevic S, Pierpaoli C, Duda J, Aldroubi A: In vivo fiber tractography using DT-MRI data. Magn Reson Med 2000, 44:625-632.
- [25]Sherbondy A, Akers D, Mackenzie R, Dougherty R, Wandell B: Exploring connectivity of the brain’s white matter with dynamic queries. IEEE Trans Vis Comput Graph 2005, 11:419-430.
- [26]Deprez S, Billiet T, Sunaert S, Leemans A: Diffusion tensor MRI of chemotherapy-induced cognitive impairment in non-CNS cancer patients: a review. Brain Imaging Behav 2013. [Epub ahead of print]
- [27]Kuswanto CN, Teh I, Lee TS, Sim K: Diffusion tensor imaging findings of white matter changes in first episode schizophrenia: a systematic review. Clin Psychopharmacol Neurosci 2012, 10:13-24.
- [28]Kanaan R, Barker G, Brammer M, Giampietro V, Shergill S, Woolley J, Picchioni M, Toulopoulou T, McGuire P: White matter microstructure in schizophrenia: effects of disorder, duration and medication. Br J Psychiatry 2009, 194:236-242.
- [29]Patel S, Mahon K, Wellington R, Zhang J, Chaplin W, Szeszko PR: A meta-analysis of diffusion tensor imaging studies of the corpus callosum in schizophrenia. Schizophr Res 2011, 129:149-155.
- [30]Li J, Kale Edmiston E, Chen K, Tang Y, Ouyang X, Jiang Y, Fan G, Ren L, Liu J, Zhou Y, Jiang W, Liu Z, Xu K, Wang F: A comparative diffusion tensor imaging study of corpus callosum subregion integrity in bipolar disorder and schizophrenia. Psychiatry Res 2014, 221:58-62.
- [31]Holleran L, Ahmed M, Anderson-Schmidt H, McFarland J, Emsell L, Leemans A, Scanlon C, Dockery P, McCarthy P, Barker GJ, McDonald C, Cannon DM: Altered Interhemispheric and Temporal Lobe White Matter Microstructural Organization in Severe Chronic Schizophrenia. Neuropsychopharmacology 2013. doi: 10.1038/npp.2013.294. [Epub ahead of print]
- [32]Kochunov P, Chiappelli J, Hong LE: Permeability-diffusivity modeling vs. fractional anisotropy on white matter integrity assessment and application in schizophrenia. Neuroimage Clin 2013, 11:18-26.
- [33]Lee SH, Kubicki M, Asami T, Seidman LJ, Goldstein JM, Mesholam-Gately RI, McCarley RW, Shenton ME: Extensive white matter abnormalities in patients with first-episode schizophrenia: a Diffusion Tensor Imaging (DTI) study. Schizophr Res 2013, 143:231-238.
- [34]Shergill SS, Kanaan RA, Chitnis XA, O'Daly O, Jones DK, Frangou S, Williams SC, Howard RJ, Barker GJ, Murray RM, McGuire P: A diffusion tensor imaging study of fasciculi in schizophrenia. Am J Psychiatry 2007, 164:467-473.
- [35]Reis Marques T, Taylor H, Chaddock C, Dell'acqua F, Handley R, Reinders AA, Mondelli V, Bonaccorso S, Diforti M, Simmons A, David AS, Murray RM, Pariante CM, Kapur S, Dazzan P: White matter integrity as a predictor of response to treatment in first episode psychosis. Brain 2014, 137:172-182.
- [36]Whitford TJ, Kubicki M, Schneiderman JS, O'Donnell LJ, King R, Alvarado JL, Khan U, Markant D, Nestor PG, Niznikiewicz M, McCarley RW, Westin CF, Shenton ME: Corpus callosum abnormalities and their association with psychotic symptoms in patients with schizophrenia. Biol Psychiatry 2010, 68:70-77.
- [37]Gasparotti R, Valsecchi P, Carletti F, Galluzzo A, Liserre R, Cesana B, Sacchetti E: Reduced fractional anisotropy of corpus callosum in first-contact, antipsychotic drug-naive patients with schizophrenia. Schizophr Res 2009, 108:41-48.
- [38]Yendiki A, Panneck P, Srinivasan P, Stevens A, Zöllei L, Augustinack J, Wang R, Salat D, Ehrlich S, Behrens T, Jbabdi S, Gollub R, Fischl B: Automated probabilistic reconstruction of white-matter pathways in health and disease using an atlas of the underlying anatomy. Front Neuroinform 2011, 5:23.
- [39]Quan M, Lee SH, Kubicki M, Kikinis Z, Rathi Y, Seidman LJ, Mesholam-Gately RI, Goldstein JM, McCarley RW, Shenton ME, Levitt JJ: White matter tract abnormalities between rostral middle frontal gyrus, inferior frontal gyrus and striatum in first-episode schizophrenia. Schizophr Res 2013, 145:1-10.
- [40]Kubota M, Miyata J, Sasamoto A, Sugihara G, Yoshida H, Kawada R, Fujimoto S, Tanaka Y, Sawamoto N, Fukuyama H, Takahashi H, Murai T: Thalamocortical disconnection in the orbitofrontal region associated with cortical thinning in schizophrenia. JAMA Psychiatry 2013, 70:12-21.
- [41]Rosenberger G, Nestor PG, Oh JS, Levitt JJ, Kindleman G, Bouix S, Fitzsimmons J, Niznikiewicz M, Westin CF, Kikinis R, McCarley RW, Shenton ME, Kubicki M: Anterior limb of the internal capsule in schizophrenia: a diffusion tensor tractography study. Brain Imaging Behav 2012, 6:417-425.
- [42]Voineskos AN, Lobaugh NJ, Bouix S, Rajji TK, Miranda D, Kennedy JL, Mulsant BH, Pollock BG, Shenton ME: Diffusion tensor tractography findings in schizophrenia across the adult lifespan. Brain 2010, 133:1494-1504.
- [43]Kunimatsu N, Aoki S, Kunimatsu A, Abe O, Yamada H, Masutani Y, Kasai K, Yamasue H, Ohtomo K: Tract-specific analysis of white matter integrity disruption in schizophrenia. Psychiatry Res 2012, 201:136-143.
- [44]Liu X, Lai Y, Wang X, Hao C, Chen L, Zhou Z, Yu X, Hong N: A combined DTI and structural MRI study in medicated-naïve chronic schizophrenia. Magn Reson Imaging 2014, 32:1-8.
- [45]Camchong J, Dyckman KA, Chapman CE, Yanasak NE, McDowell JE: Basal ganglia-thalamocortical circuitry disruptions in schizophrenia during delayed response tasks. Biol Psychiatry 2006, 60:235-241.
- [46]Oh JS, Kubicki M, Rosenberger G, Bouix S, Levitt JJ, McCarley RW, Westin CF, Shenton ME: Thalamo-frontal white matter alterations in chronic schizophrenia: a quantitative diffusion tractography study. Hum Brain Mapp 2009, 30:3812-3825.
- [47]Jones DK, Leemans A: Diffusion Tensor Imaging. Methods Mol Biol 2011, 711:127-144.
- [48]Sled JG, Zijdenbos AP, Evans AC: A nonparametric method for automatic correction of intensity nonuniformity in MRI data. IEEE Trans Med Imaging 1998, 17:87-97.
- [49]Smith SM: Fast Robust Automated Brain Extraction. Hum Brain Mapp 2002, 17:143-155.
- [50]Jenkinson M, Smith S: A global optimisation method for robust affine registration of brain images. Med Image Anal 2001, 5:143-156.
- [51]Tournier JD, Mori S, Leemans A: Diffusion tensor imaging and beyond. Magn Reson Med 2011, 65:1532-1556.
- [52]Leemans A, Jones DK: The B-matrix must be rotated when correcting for subject motion in DTI data. Magn Reson Med 2009, 61:1336-1349.
- [53]Chang LC, Jones DK, Pierpaoli C: RESTORE: robust estimation of tensors by outlier rejection. Magn Reson Med 2005, 53:1088-1095.
- [54]Whitwell J: Voxel-Based Morphometry: An Automated Technique for Assessing Structural Changes in the Brain. J Neurosci 2009, 29:9661-9664.
- [55]Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM, Behrens TE: Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. Neuroimage 2006, 31:1487-1505.
- [56]Mori S, Oishi K, Jiang H, Jiang L, Li X, Akhter K, Hua K, Faria AV, Mahmood A, Woods R, Toga AW, Pike GB, Neto PR, Evans A, Zhang J, Huang H, Miller MI, van Zijl P, Mazziotta J: Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template. Neuroimage 2008, 40:570-582.
- [57]Vos SB, Jones DK, Viergever MA, Leemans A: Partial volume effect as a hidden covariate in DTI analyses. Neuroimage 2011, 55:1566-1576.
- [58]Wakana S, Caprihan A, Panzenboeck MM, Fallon JH, Perry M, Gollub RL, Hua K, Zhang J, Jiang H, Dubey P, Blitz A, van Zijl P, Mori S: Reproducibility of quantitative tractography methods applied to cerebral white matter. Neuroimage 2007, 36:630-644.
- [59]Buchsbaum MS, Schoenknecht P, Torosjan Y, Newmark R, Chu KW, Mitelman S, Brickman AM, Shihabuddin L, Haznedar MM, Hazlett EA, Ahmed S, Tang C: Diffusion tensor imaging of frontal lobe white matter tracts in schizophrenia. Ann Gen Psychiatr 2006, 5:19. BioMed Central Full Text
- [60]Muñoz Maniega S, Lymer GK, Bastin ME, Marjoram D, Job DE, Moorhead TW, Owens DG, Johnstone EC, McIntosh AM, Lawrie SM: A diffusion tensor MRI study of white matter integrity in subjects at high genetic risk of schizophrenia. Schizophr Res 2008, 106:132-139.
- [61]Sussmann JE, Lymer GK, McKirdy J, Moorhead TW, Muñoz Maniega S, Job D, Hall J, Bastin ME, Johnstone EC, Lawrie SM, McIntosh AM: White matter abnormalities in bipolar disorder and schizophrenia detected using diffusion tensor magnetic resonance imaging. Bipolar Disord 2009, 11:11-18.
- [62]Mamah D, Conturo TE, Harms MP, Akbudak E, Wang L, McMichael AR, Gado MH, Barch DM, Csernansky JG: Anterior thalamic radiation integrity in schizophrenia: a diffusion-tensor imaging study. Psychiatry Res 2010, 183:144-150.
- [63]Levitt JJ, Alvarado JL, Nestor PG, Rosow L, Pelavin PE, McCarley RW, Kubicki M, Shenton ME: Fractional anisotropy and radial diffusivity: Diffusion measures of white matter abnormalities in the anterior limb of the internal capsule in schizophrenia. Schizophr Res 2012, 136:55-62.
- [64]Woodward ND, Karbasforoushan H, Heckers S: Thalamocortical dysconnectivity in schizophrenia. Am J Psychiatry 2012, 169:1092-1099.
- [65]Ardekani BA, Nierenberg J, Hoptman MJ, Javitt DC, Lim KO: MRI study of white matter diffusion anisotropy in schizophrenia. Neuroreport 2003, 14:2025-2029.
- [66]Caan MW, Vermeer KA, van Vliet LJ, Majoie CB, Peters BD, den Heeten GJ, Vos FM: Shaving diffusion tensor images in discriminant analysis: a study into schizophrenia. Med Image Anal 2006, 10:841-849.
- [67]Camchong J, Lim KO, Sponheim SR, Macdonald AW: Frontal white matter integrity as an endophenotype for schizophrenia: diffusion tensor imaging in monozygotic twins and patients’ nonpsychotic relatives. Front Hum Neurosci 2009, 3:35.
- [68]Whitford TJ, Savadjiev P, Kubicki M, O'Donnell LJ, Terry DP, Bouix S, Westin CF, Schneiderman JS, Bobrow L, Rausch AC, Niznikiewicz M, Nestor PG, Pantelis C, Wood SJ, McCarley RW, Shenton ME: Fiber geometry in the corpus callosum in schizophrenia: evidence for transcallosal misconnection. Schizophr Res 2011, 132:69-74.
- [69]Kong X, Ouyang X, Tao H, Liu H, Li L, Zhao J, Xue Z, Wang F, Jiang S, Shan B, Liu Z: Complementary diffusion tensor imaging study of the corpus callosum in patients with first-episode and chronic schizophrenia. J Psychiatry Neurosci 2011, 36:120-125.
- [70]Henze R, Brunner R, Thiemann U, Parzer P, Klein J, Resch F, Stieltjes B: White matter alterations in the corpus callosum of adolescents with first-admission schizophrenia. Neurosci Lett 2012, 513:178-182.
- [71]Knöchel C, Oertel-Knöchel V, Schönmeyer R, Rotarska-Jagiela A, van de Ven V, Prvulovic D, Haenschel C, Uhlhaas P, Pantel J, Hampel H, Linden DE: Interhemispheric hypoconnectivity in schizophrenia: fiber integrity and volume differences of the corpus callosum in patients and unaffected relatives. Neuroimage 2012, 59:926-934.
- [72]Friedman JI, Tang C, Carpenter D, Buchsbaum M, Schmeidler J, Flanagan L, Golembo S, Kanellopoulou I, Ng J, Hof PR, Harvey PD, Tsopelas ND, Stewart D, Davis KL: Diffusion tensor imaging findings in first-episode and chronic schizophrenia patients. Am J Psychiatry 2008, 165:1024-1032.
- [73]Hofer S, Frahm J: Topography of the human corpus callosum revisited–comprehensive fiber tractography using diffusion tensor magnetic resonance imaging. Neuroimage 2006, 32:989-994.
- [74]Wright IC, Rabe-Hesketh S, Woodruff PW, David AS, Murray RM, Bullmore ET: Meta-analysis of regional brain volumes in schizophrenia. Am J Psychiatry 2000, 157:16-25.
- [75]Seok JH, Park HJ, Chun JW, Lee SK, Cho HS, Kwon JS, Kim JJ: White matter abnormalities associated with auditory hallucinations in schizophrenia: a combined study of voxel-based analyses of diffusion tensor imaging and structural magnetic resonance imaging. Psychiatry Res 2007, 156:93-104.
- [76]Santillo AF, Mårtensson J, Lindberg O, Nilsson M, Manzouri A, Landqvist Waldö M, van Westen D, Wahlund LO, Lätt J, Nilsson C: Diffusion tensor tractography versus volumetric imaging in the diagnosis of behavioral variant frontotemporal dementia. PLoS One 2013, 8:e66932.
- [77]Yoon B, Shim YS, Hong YJ, Koo BB, Kim YD, Lee KO, Yang DW: Comparison of diffusion tensor imaging and voxel-based morphometry to detect white matter damage in Alzheimer's disease. J Neurol Sci 2011, 302:89-95.
- [78]Canu E, McLaren DG, Fitzgerald ME, Bendlin BB, Zoccatelli G, Alessandrini F, Pizzini FB, Ricciardi GK, Beltramello A, Johnson SC, Frisoni GB: Microstructural diffusion changes are independent of macrostructural volume loss in moderate to severe Alzheimer's disease. J Alzheimers Dis 2010, 19:963-976.
- [79]Morgan KD, Dazzan P, Orr KG, Hutchinson G, Chitnis X, Suckling J, Lythgoe D, Pollock SJ, Rossell S, Shapleske J, Fearon P, Morgan C, David A, McGuire PK, Jones PB, Leff J, Murray RM: Grey matter abnormalities in first-episode schizophrenia and affective psychosis. Br J Psychiatry Suppl 2007, 51:111-116.
- [80]Ruef A, Curtis L, Moy G, Bessero S, Badan Bâ M, Lazeyras F, Lövblad KO, Haller S, Malafosse A, Giannakopoulos P, Merlo M: Magnetic resonance imaging correlates of first-episode psychosis in young adult male patients: combined analysis of grey and white matter. J Psychiatry Neurosci 2012, 37:305-312.
- [81]Smieskova R, Fusar-Poli P, Allen P, Bendfeldt K, Stieglitz RD, Drewe J, Radue EW, McGuire PK, Riecher-Rössler A, Borgwardt SJ: 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.
- [82]Thompson PM, Bartzokis G, Hayashi KM, Klunder AD, Lu PH, Edwards N, Hong MS, Yu M, Geaga JA, Toga AW, Charles C, Perkins DO, McEvoy J, Hamer RM, Tohen M, Tollefson GD, Lieberman JA, HGDH Study Group: Time-lapse mapping of cortical changes in schizophrenia with different treatments. Cereb Cortex 2009, 19:1107-1123.
- [83]Molina V, Reig S, Sanz J, Palomo T, Benito C, Sánchez J, Sarramea F, Pascau J, Desco M: Increase in gray matter and decrease in white matter volumes in the cortex during treatment with atypical neuroleptics in schizophrenia. Schizophr Res 2005, 80:61-71.
- [84]van Haren NE, Hulshoff Pol HE, Schnack HG, Cahn W, Mandl RC, Collins DL, Evans AC, Kahn RS: Focal gray matter changes in schizophrenia across the course of the illness: a 5-year follow-up study. Neuropsychopharmacology 2007, 32:2057-2066.
- [85]Filippi M, Canu E, Gasparotti R, Agosta F, Valsecchi P, Lodoli G, Galluzzo A, Comi G, Sacchetti E: Patterns of brain structural changes in first-contact, antipsychotic drug-naive patients with schizophrenia. AJNR Am J Neuroradiol 2014, 35:30-37.
- [86]Wang Q, Cheung C, Deng W, Li M, Huang C, Ma X, Wang Y, Jiang L, McAlonan G, Sham P, Collier DA, Gong Q, Chua SE, Li T: Fronto-parietal white matter microstructural deficits are linked to performance IQ in a first-episode schizophrenia Han Chinese sample. Psychol Med 2012, 14:1-10.
- [87]Kamali A, Kramer LA, Hasan KM: Feasibility of prefronto-caudate pathway tractography using high resolution diffusion tensor tractography data at 3 T. J Neurosci Methods 2010, 191:249-254.
- [88]Jeurissen B, Leemans A, Jones DK, Tournier JD, Sijbers J: Probabilistic fiber tracking using the residual bootstrap with constrained spherical deconvolution. Hum Brain Mapp 2011, 32:461-479.
- [89]Tremblay P, Dick AS, Small SL: New insights into the neurobiology of language from functional brain imaging. In Brain mapping: From neural basis of cognition to surgical applications. Edited by Duffau H. New York: Springer; 2011:131-144.
- [90]Makris N, Preti MG, Wassermann D, Rathi Y, Papadimitriou GM, Yergatian C, Dickerson BC, Shenton ME, Kubicki M: Human middle longitudinal fascicle: segregation and behavioral-clinical implications of two distinct fiber connections linking temporal pole and superior temporal gyrus with the angular gyrus or superior parietal lobule using multi-tensor tractography. Brain Imaging Behav 2013, 7:335-352.
- [91]Behen ME, Muzik O, Saporta AS, Wilson BJ, Pai D, Hua J, Chugani HT: Abnormal fronto-striatal connectivity in children with histories of early deprivation: A diffusion tensor imaging study. Brain Imaging Behav 2009, 3(3):292-297.
- [92]Marenco S, Siuta MA, Kippenhan JS, Grodofsky S, Chang WL, Kohn P, Mervis CB, Morris CA, Weinberger DR, Meyer-Lindenberg A, Pierpaoli C, Berman KF: Genetic contributions to white matter architecture revealed by diffusion tensor imaging in Williams syndrome. Proc Natl Acad Sci U S A 2007, 104:15117-15122.
- [93]Eickhoff SB, Laird AR, Grefkes C, Wang LE, Zilles K, Fox PT: Coordinate-based activation likelihood estimation meta-analysis of neuroimaging data: a random-effects approach based on empirical estimates of spatial uncertainty. Hum Brain Mapp 2009, 30:2907-2926.
- [94]Radua J, Mataix-Cols D: Voxel-wise meta-analysis of grey matter changes in obsessive-compulsive disorder. Br J Psychiatry 2009, 195:393-402.
- [95]Ellison-Wright I, Ellison-Wright Z, Bullmore E: Structural brain change in Attention Deficit Hyperactivity Disorder identified by meta-analysis. BMC Psychiatry 2008, 8:51. BioMed Central Full Text
- [96]Olabi B, Ellison-Wright I, McIntosh AM, Wood SJ, Bullmore E, Lawrie SM: Are there progressive brain changes in schizophrenia? A meta-analysis of structural magnetic resonance imaging studies. Biol Psychiatry 2011, 70:88-96.
- [97]Seeley WW, Crawford RK, Zhou J, Miller BL, Greicius MD: Neurodegenerative diseases target large-scale human brain networks. Neuron 2009, 62:42-52.
- [98]Raj A, Kuceyeski A, Weiner M: A network diffusion model of disease progression in dementia. Neuron 2012, 73:1204-1215.
- [99]Olabi B, Ellison-Wright I, Bullmore E, Lawrie SM: Structural brain changes in first episode Schizophrenia compared with Fronto-Temporal Lobar Degeneration: a meta-analysis. BMC Psychiatry 2012, 12:104. BioMed Central Full Text
- [100]Seal ML, Yücel M, Fornito A, Wood SJ, Harrison BJ, Walterfang M, Pell GS, Pantelis C: Abnormal white matter microstructure in schizophrenia: a voxelwise analysis of axial and radial diffusivity. Schizophr Res 2008, 101:106-110.
- [101]Vos SB, Jones DK, Jeurissen B, Viergever MA, Leemans A: The influence of complex white matter architecture on the mean diffusivity in diffusion tensor MRI of the human brain. Neuroimage 2012, 59:2208-2216.
- [102]Jeurissen B, Leemans A, Tournier JD, Jones DK, Sijbers J: Investigating the prevalence of complex fiber configurations in white matter tissue with diffusion magnetic resonance imaging. Hum Brain Mapp 2013, 34(11):2747-2766.
- [103]Du MY, Wu QZ, Yue Q, Li J, Liao Y, Kuang WH, Huang XQ, Chan RC, Mechelli A, Gong QY: Voxelwise meta-analysis of gray matter reduction in major depressive disorder. Prog Neuropsychopharmacol Biol Psychiatry 2012, 36:11-16.
- [104]Wang Q, Cheung C, Deng W, Li M, Huang C, Ma X, Wang Y, Jiang L, Sham PC, Collier DA, Gong Q, Chua SE, McAlonan GM, Li T: White-matter microstructure in previously drug-naive patients with schizophrenia after 6 weeks of treatment. Psychol Med 2013, 27:1-9.
- [105]Pfefferbaum A, Sullivan EV, Hedehus M, Lim KO, Adalsteinsson E, Moseley M: Age-related decline in brain white matter anisotropy measured with spatially corrected echo-planar diffusion tensor imaging. Magn Reson Med 2000, 44:259-268.
- [106]Sullivan EV, Pfefferbaum A: Diffusion tensor imaging and aging. Neurosci Biobehav Rev 2006, 30:749-761.
- [107]Qiu M, Li Q, Liu G, Xie B, Wang J: Voxel-based analysis of white matter during adolescence and young adulthood. Brain Dev 2010, 32:531-537.
- [108]Schmithorst VJ, Wilke M, Dardzinski BJ, Holland SK: Cognitive functions correlate with white matter architecture in a normal pediatric population: a diffusion tensor MRI study. Hum Brain Mapp 2005, 26:139-147.
- [109]den Braber A, van’t Ent D, Stoffers D, Linkenkaer-Hansen K, Boomsma D, de Geus E: Sex differences in gray and white matter structure in age-matched unrelated males and females and opposite-sex siblings. Int J Psychol Res 2013, 6:7-21.
- [110]Westerhausen R, Walter C, Kreuder F, Wittling RA, Schweiger E, Wittling W: The influence of handedness and gender on the microstructure of the human corpus callosum: a diffusion-tensor magnetic resonance imaging study. Neurosci Lett 2003, 351:99-102.