Abstract
Hemispheric lateralization is a prominent feature of the human brain and is grounded into intra- and inter-hemispheric white matter (WM) connections. However, disruptions in hemispheric lateralization involving both intra- and inter-hemispheric WM connections in schizophrenia is still unclear. Hence, a quantitative measure of the hemispheric lateralization of intra- and inter-hemispheric WM connections could provide new insights into schizophrenia. This work performed diffusion tensor imaging on 50 patients and 58 matched healthy controls. Using graph theory, the global and nodal efficiencies were computed for both intra- and inter-hemispheric networks. We found that patients with schizophrenia showed significantly decrease in both global and nodal efficiency of hemispheric networks relative to healthy controls. Specially, deficits in intra-hemispheric integration and inter-hemispheric communication were revealed in frontal and temporal regions for schizophrenia. We also found disrupted hemispheric asymmetries in brain regions associated with emotion, memory, and visual processes for schizophrenia. Moreover, abnormal hemispheric asymmetry of nodal efficiency was significantly correlated with the symptom of the patients. Our finding indicated that the hemispheric WM lateralization of intra- and inter-hemispheric connections could serve as a potential imaging biomarker for schizophrenia.
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Agcaoglu, O., Miller, R., Damaraju, E., Rashid, B., Bustillo, J., Cetin, M. S., van Erp, T., McEwen, S., Preda, A., Ford, J. M., Lim, K. O., Manoach, D. S., Mathalon, D. H., Potkin, S. G., & Calhoun, V. D. (2018). Decreased hemispheric connectivity and decreased intra- and inter- hemisphere asymmetry of resting state functional network connectivity in schizophrenia. Brain Imaging and Behavior, 12(3), 615–630.
Ainara, Gómez-Gastiasoro, Leire, Zubiaurre-Elorza, Javier, Peña, et al. (2019). Altered frontal white matter asymmetry and its implications for cognition in schizophrenia: A tractography study.
Hempel, A., Hempel, E., Schonknecht, P., Stippich, C., & Schroder, J. (2003). Impairment in basal limbic function in schizophrenia during affect recognition. Psychiatry Research: Neuroimaging, 122, 115–124.
Andrea, F., Stefan, B., Claus, K., Gerhard, S., Strik, W. K., & Thomas, D. (2006). Alterations of white matter connectivity in first episode schizophrenia. Neurobiology of Disease, 22(3), 702–709.
Audoin, B., Guye, M., Reuter, F. o., Duong, M.-V. A., Confort-Gouny, S., Malikova, I., et al. (2007). Structure of WM bundles constituting the working memory system in early multiple sclerosis: A quantitative DTI tractography study. Neuroimage, 36(4), 1324–1330.
Bartolomeo, P. (2014). The attention Systems of the Human Brain. Attention Disorders After Right Brain Damage: Springer London.
Bartolomeo, P., & Malkinson, T. S. (2019). Hemispheric lateralization of attention processes in the human brain. . Current Opinion in Psychology.
Bechara, A., ., Damasio, H., ., Tranel, D., ., & Anderson, S. W. (1998). Dissociation of working memory from decision making within the human prefrontal cortex. Journal of Neuroscience, 1(1), 428–437.
Bersani, G., Quartini, A., Iannitelli, A., Paolemili, M., Ratti, F., Biasi, C. D., et al. (2010). Corpus callosum abnormalities and potential age effect in men with schizophrenia: An MRI comparative study. Psychiatry Research Neuroimaging, 183(2), 119–125.
Bhojraj, T. S., Francis, A. N., Rajarethinam, R., Eack, S., Kulkarni, S., Prasad, K. M., Montrose, D. M., Dworakowski, D., Diwadkar, V., & Keshavan, M. S. (2009). Verbal fluency deficits and altered lateralization of language brain areas in individuals genetically predisposed to schizophrenia. Schizophrenia Research, 115(2–3), 202–208.
Bleichcohen, M., Sharon, H., Weizman, R., Poyurovsky, M., Faragian, S., & Hendler, T. (2012). Diminished language lateralization in schizophrenia corresponds to impaired inter-hemispheric functional connectivity. Schizophrenia Research, 134(2–3), 131–136.
Brambilla, P., & Tansella, M. (2007). The role of white matter for the pathophysiology of schizophrenia. International Review of Psychiatry, 19(4), 459–468.
Buchsbaum, M. S., Joseph, F., Buchsbaum, B. R., King-Wai, C., Hazlett, E. A., Randall, N., et al. (2005). Diffusion tensor imaging in schizophrenia. Biological Psychiatry, 58(12), 921–929.
Caeyenberghs, K., & Leemans, A. (2014). Hemispheric lateralization of topological organization in structural brain networks. Human Brain Mapping, 35(9), 4944–4957.
Callegari, C., Poloni, N., Pace, V., Baranzini, F., Grecchi, A., Bortolaso, P., et al. (2005). Evaluation of positive and negative symptoms in chronic schizophrenia: An interrelationship study among SANS/SAPS, PANSS and InSka rating scales. Annual Review of Information Science & Technology, 46, 315–323.
Cao, Q., Shu, N., An, L., Wang, P., Sun, L., Xia, M.-R., Wang, J. H., Gong, G. L., Zang, Y. F., Wang, Y. F., & He, Y. (2013). Probabilistic diffusion Tractography and graph theory analysis reveal abnormal white matter structural connectivity networks in drug-naive boys with attention deficit/hyperactivity disorder. Journal of Neuroscience, 33(26), 10676–10687.
Carpenter, D. M., Tang, C. Y., Friedman, J. I., Hof, P. R., Stewart, D. G., Buchsbaum, M. S., Harvey, P. D., Gorman, J. G., & Davis, K. L. (2008). Temporal characteristics of tract-specific anisotropy abnormalities in schizophrenia. Neuroreport, 19(14), 1369–1372.
Chan, R. C. K., Xin, D., Mcalonan, G. M., & Qi-Yong, G. (2011). Brain anatomical abnormalities in high-risk individuals, first-episode, and chronic schizophrenia: An activation likelihood estimation meta-analysis of illness progression. Schizophrenia Bulletin, 37(1), 177–188.
Charles, R. (2010). The corpus callosum, the other great forebrain commissures, and the septum pellucidum: Anatomy, development, and malformation. Neuroradiology, 52(6), 447–477.
Cheng, Y., Suyu, Z., Xiaolong, Z., Long, W., Lijia, W., & Shengdong, N. (2017). The abnormality of topological asymmetry between hemispheric brain white matter networks in Alzheimer’s disease and mild cognitive impairment. Frontiers in Aging Neuroscience, 9, 261.
Conturo, T. E., Lori, N. F., Cull, T. S., Akbudak, E., ., Snyder, A. Z., Shimony, J. S., et al. (1999). Tracking neuronal fiber pathways in the living human brain. Proceedings of the National Academy of Sciences of the United States of America, 96(18), 10422–10427.
Critchley, H., Daly, E., M, Brammer, M., Bullmore, E., Williams, S., Van-Amelsvoort, T., et al. (2015). Explicit and implicit neural mechanisms for processing of social information from facial expressions: A functional magnetic resonance imaging study. Human Brain Mapping, 9(2), 93–105.
Cui, Z., Zhong, S., Xu, P., Gong, G., & He, Y. (2013). PANDA: A pipeline toolbox for analyzing brain diffusion images. Frontiers in Human Neuroscience, 7(42), 42.
Daniel, Schneider, Anna, Göddertz, Henrike, Haase, et al. (2018). Hemispheric asymmetries in EEG alpha oscillations indicate active inhibition during attentional orienting within working memory.
Danion, J. M., Huron, C., Vidailhet, P., & Berna, F. (2007). Functional mechanisms of episodic memory impairment in schizophrenia. Canadian Journal of Psychiatry Revue Canadienne De Psychiatrie, 52(11), 693.
Dazzan, P., & Murray, R. M. (2001). Neurological soft signs in first episode psychosis: A systematic review. The British Journal of Psychiatry, 178, 506–517.
Dolan, R. J., Lane, R., Chua, P., & al., e. (2000). Dissociable temporal lobe activations during emotional episodic memory retrieval. Neuroimage, 11(2), 203–209.
Foong, J., ., Maier, M., ., Clark, C. A., Barker, G. J., Miller, D. H., & Ron, M. A. (2000). Neuropathological abnormalities of the corpus callosum in schizophrenia: A diffusion tensor imaging study. Journal of Neurology, Neurosurgery, and Psychiatry, 68(2), 242–244.
Foussias, G., & Remington, G. (2010). Negative symptoms in schizophrenia: Avolition and Occam's razor. Schizophrenia Bulletin, 36(2), 359–369.
Fujino, J., Takahashi, H., Miyata, J., Sugihara, G., Kubota, M., Sasamoto, A., et al. (2014). Impaired empathic abilities and reduced white matter integrity in schizophrenia. Progress in Neuro-Psychopharmacology & Biological Psychiatry, 48(1433), 117–123.
Garrity, A. G., Pearlson, G. D., Kristen, M. K., Dan, L., Kiehl, K. A., & Calhoun, V. D. (2007). Aberrant "default mode" functional connectivity in schizophrenia. American Journal of Psychiatry, 164(3), 450–457.
Gotts, S. J., Joon, J. H., Wallace, G. L., Saad, Z. S., Cox, R. W., & Alex, M. (2013). Two distinct forms of functional lateralization in the human brain. Proceedings of the National Academy of Sciences of the United States of America, 110(36), E3435–E3444.
Guo, J., Ragland, J. D., & Carter, C. S. (2019). Memory and cognition in schizophrenia. Molecular Psychiatry.
Guo, S., Kendrick, K. M., Jie, Z., Broome, M., Yu, R., Liu, Z., et al. (2013). Brain-wide functional inter-hemispheric disconnection is a potential biomarker for schizophrenia and distinguishes it from depression. Neuroimage Clinical, 2(1), 818–826.
Guusje, C., Kahn, R. S., Reus, M. A., De, Wiepke, C., & Heuvel, M. P., Van Den. (2014). Impaired rich club connectivity in unaffected siblings of schizophrenia patients. Schizophrenia Bulletin, 40(2), 438–448.
Hynes, C. A., Baird, A. A., & Grafton, S. T. (2006). Differential role of the orbitofrontal lobe in emotional versus cognitive perspective-taking. Neuropsychologia, 44(3), 374–383.
Innocenti, G., Ansermet, F., & Parnas, J. (2003). Schizophrenia, neurodevelopment and corpus callosum. Molecular Psychiatry, 8, 261–274.
Iturria-Medina, Y., Fernández, A. P., Morris, D. M., Canalesrodríguez, E. J., Haroon, H. A., Pentón, L. G., et al. (2011). Brain hemispheric structural efficiency and interconnectivity rightward asymmetry in human and nonhuman primates. Cerebral Cortex, 21(1), 56–67.
Jérémy, M., Maxime Tréhout, Nicolas Delcroix, Sonia Dollfus, & Leroux, E. (2019). Corpus callosum microstructural and macrostructural abnormalities in schizophrenia according to the stage of disease. Psychiatry Research: Neuroimaging, 291.
Javier, Q., Tiffany, W., Elena, O. P., Marder, S. R., & Mazziotta, J. C. (2003). Right lateral fusiform gyrus dysfunction during facial information processing in schizophrenia. Biological Psychiatry, 53(12), 1099–1112.
Jeong, B., Wible, C. G., Hashimoto, R., & Kubicki, M. (2010). Functional and anatomical connectivity abnormalities in left inferior frontal gyrus in schizophrenia. Human Brain Mapping, 30(12), 4138–4151.
Ji-In, Ahn, Seung-Taek, Yu, Gyhye, Sung, et al. (2019). Intra-individual variability in neurocognitive function in schizophrenia: Relationships with the corpus callosum. Psychiatry Research: Neuroimaging, 283.
Job, D. E., Whalley, H. C., Mcconnell, S., Glabus, M., Johnstone, E. C., & Lawrie, S. M. (2002). Structural gray matter differences between first-episode schizophrenics and normal controls using voxel-based morphometry. Neuroimage, 17(2), 880–889.
Joliot, M., Tzourio-Mazoyer, N., & Mazoyer, B. (2016). Intra-hemispheric intrinsic connectivity asymmetry and its relationships with handedness and language lateralization. Neuropsychologia, 93(Pt B), 437-447.
Junhua, L., Yu, S., Yi, H., Anastasios, B., & Rongjun, Y. (2019). Machine learning technique reveals intrinsic characteristics of schizophrenia: An alternative method. Brain Imaging and Behavior.
Kalus, P., Slotboom, J., Gallinat, J., Wiest, R., Ozdoba, C., Federspiel, A., Strik, W. K., Buri, C., Schroth, G., & Kiefer, C. (2005). The amygdala in schizophrenia: a trimodal magnetic resonance imaging study. Neuroscience Letters, 375(3), 151–156.
Kawasaki, Y., Suzuki, M., Takahashi, T., Nohara, S., Mcguire, P. K., Seto, H., et al. (2008). Anomalous Cerebral Asymmetry in Patients with Schizophrenia Demonstrated by Voxel-Based Morphometry. 12(8), 295–295.
Keshavan, M. S., Diwadkar, V. A., Harenski, K., ., Rosenberg, D. R., Sweeney, J. A., & Pettegrew, J. W. (2002). Abnormalities of the corpus callosum in first episode, treatment naive schizophrenia. Journal of Neurology, Neurosurgery, and Psychiatry, 72(6), 757–760.
Knöchel, C., Oertel-Knöchel, V., Schönmeyer, R., Rotarska-Jagiela, A., Ven, V. V. D., Prvulovic, D., et al. (2012). Interhemispheric hypoconnectivity in schizophrenia: Fiber integrity and volume differences of the corpus callosum in patients and unaffected relatives. Neuroimage, 59(2), 926–934.
Knaap, L. J. V. D., & Ham, I. J. M. V. D. (2011). How does the corpus callosum mediate interhemispheric transfer? A review. Behavioural Brain Research, 223(1), 211–221.
Koch, K., Wagner, G., Dahnke, R., Schachtzabel, C., Schultz, C., Roebel, M., et al. (2010). Disrupted white matter integrity of corticopontine-cerebellar circuitry in schizophrenia. European Archives of Psychiatry & Clinical Neuroscience, 260(5), 419–426.
Kong, X., Ouyang, X., Tao, H., Liu, H., Li, L., Zhao, J., Xue, Z., Wang, F., Jiang, S., Shan, B., & Liu, Z. (2011). Complementary diffusion tensor imaging study of the corpus callosum in patients with first-episode and chronic schizophrenia. Journal of Psychiatry & Neuroscience, 36(2), 120–125.
Kubicki, M., Styner, M., Bouix, S., Gerig, G., Markant, D., Smith, K., Kikinis, R., McCarley, R., & Shenton, M. E. (2008). Reduced interhemispheric connectivity in schizophrenia-tractography based segmentation of the corpus callosum. Schizophrenia Research, 106(2–3), 125–131.
Laila, A., Sanja, K., Stefan, D. P., Frederika, S., Bonginkosi, C., Jean-Paul, F., et al. (2019). Childhood trauma associated white matter abnormalities in first-episode schizophrenia. Schizophrenia Bulletin.
Lazar, M., Weinstein, D. M., Tsuruda, J. S., Hasan, K. M., Arfanakis, K., Meyerand, M. E., et al. (2010). White matter tractography using diffusion tensor deflection. Human Brain Mapping, 18(4), 306–321.
Leavitt, V. M., & Goldberg, T. E. (2009). Episodic memory in schizophrenia. Neuropsychology Review, 19(3), 312–323.
Lee, T. M. C., Yip, J. T. H., & Marilyn, J. G. (2010). Memory deficits after resection from left or right anterior temporal lobe in humans: A meta-analytic review. Epilepsia, 43(3), 283–291.
Leow, A., Ajilore, O., Zhan, L., Arienzo, D., Gadelkarim, J., Zhang, A., et al. (2013). Impaired inter-hemispheric integration in bipolar disorder revealed with brain network analyses. Biological Psychiatry, 73(2), 183–193.
Li, D., Li, T., Niu, Y., Xiang, J., Cao, R., Liu, B., et al. (2018). Reduced hemispheric asymmetry of brain anatomical networks in attention deficit hyperactivity disorder. Brain Imaging & Behavior, 2, 1–16.
Li, X., Branch, C. A., & Del_Isi, L. E. (2009). Language pathway abnormalities in schizophrenia: A review of fMRI and other imaging studies. Current Opinion in Psychiatry, 22(2), 131–139.
Liang, W., Metzak, P. D., Honer, W. G., & Woodward, T. S. (2010). Impaired efficiency of functional networks underlying episodic memory-for-context in schizophrenia. Journal of Neuroscience, 30(39), 13171–13179.
Liu, Y., Duan, Y., Dong, H., Barkhof, F., Li, K., & Shu, N. (2018). Disrupted module efficiency of structural and functional brain Connectomes in clinically isolated syndrome and multiple sclerosis. Frontiers in Human Neuroscience, 12, 138.
Lo, C. Y., Wang, P. N., Chou, K. H., Wang, J., He, Y., & Lin, C. P. (2010). Diffusion tensor tractography reveals abnormal topological organization in structural cortical networks in Alzheimer's disease. Journal of Neuroscience, 30(50), 16876–16885.
Luders, E., Narr, K. E., Thompson, P. M., Jancke, L., & Toga, A. W. (2006). Parasagittal asymmetries of the corpus callosum. Cerebral Cortex, 16(3), 346–354.
MacDonald, A. W. (2000). Dissociating the role of the dorsolateral prefrontal and anterior cingulate cortex in cognitive control. Science, 288, 1835–1838.
Paulus, M. P., Hozack, N. E., Zauscher, B. E., Frank, L., Brown, G. G., McDowell, J., et al. (2002). Parietal dysfunction is associated with increased outcome-related decision-making in schizophrenia patients. Society of Biological Psychiatry, 51, 995–1004.
Mcdonald, B., ., Highley, J. R., Walker, M. A., Herron, B. M., Cooper, S. J., Esiri, M. M., et al. (2000). Anomalous asymmetry of fusiform and parahippocampal gyrus gray matter in schizophrenia: A postmortem study. The American Journal of Psychiatry, 157(1), 40–47.
Mesulam, M. M. (1998). From sensation to cognition. Brain, 121(6), 1013–1052.
Michalopoulou, P., Surguladze, S., Morley, L., Giampietro, V., Murray, R., & Shergill, S. (2008). Facial fear processing and psychotic symptoms in schizophrenia: Functional magnetic resonance imaging study. The British Journal of Psychiatry, 192(3), 191–196.
Micheloyannis, S. (2012). Graph-based network analysis in schizophrenia. World Journal of Psychiatry, 2(1), 1–12.
Nira, M., Tali, V., & Nathaniel, L. (2014). The role of the precuneus in metaphor comprehension: Evidence from an fMRI study in people with schizophrenia and healthy participants. Frontiers in Human Neuroscience, 8(15), 818.
Noriomi, K., Shenton, M. E., Salisbury, D. F., Yoshio, H., Toshiaki, O., Hal, E. H., et al. (2006). Middle and inferior temporal gyrus gray matter volume abnormalities in first-episode schizophrenia: An MRI study. American Journal of Psychiatry, 163(12), 2103.
Ocklenburg, S., & Güntürkün, O. (2012). Hemispheric asymmetries: The comparative view. Frontiers in Psychology, 3(3), 5.
Park, H. J., Westin, C. F., Kubicki, M., Maier, S. E., Niznikiewicz, M., Baer, A., Frumin, M., Kikinis, R., Jolesz, F. A., McCarley, R., & Shenton, M. E. (2004). White matter hemisphere asymmetries in healthy subjects and in schizophrenia: A diffusion tensor MRI study. Neuroimage, 23(1), 213–223.
Szeszko, P. R., Ardekani, B. A., Ashtari, M., Kumra, S., Robinson, D. G., Sevy, S., Gunduz-Bruce, H., Malhotra, A. K., Kane, J. M., Bilder, R. M., & Lim, K. O. (2005). White matter abnormalities in first-episode schizophrenia or schizoaffective disorder: A diffusion tensor imaging study. The American Journal of Psychiatry, 162, 602–605.
Pierpaoli, C., Jezzard, P., Basser, P. J., Barnett, A., & Chiro, G. D. (1996). Diffusion tensor MR imaging of human brain. Radiology, 201(3), 637–648.
Poldrack, R. A., Congdon, E., Triplett, W., Gorgolewski, K. J., Karlsgodt, K. H., Mumford, J. A., et al. (2016). A phenome-wide examination of neural and cognitive function. Sci Data, 3, 160110.
Rosenberger, G., Kubicki, M., Nestor, P. G., Connor, E., Bushell, G. B., Markant, D., et al. (2008). Age-related deficits in fronto-temporal connections in schizophrenia: A diffusion tensor imaging study. Schizophrenia Research, 102(1), 181–188.
Ruth, C. (2005). Language disorder in schizophrenia as a developmental learning disorder. Schizophrenia Research, 73(1), 5–20.
Sala-Llonch, R., Junqué, C., Arenaza-Urquijo, E. M., Vidal-Piñeiro, D., Valls-Pedret, C., Palacios, E. M., Domènech, S., Salvà, A., Bargalló, N., & Bartrés-Faz, D. (2014). Changes in whole-brain functional networks and memory performance in aging. Neurobiology of Aging, 35(10), 2193–2202.
Schobel, S. A., Kelly, M. A., Corcoran, C. M., Van, H. K., Seckinger, R., Goetz, R., et al. (2009). Anterior hippocampal and orbitofrontal cortical structural brain abnormalities in association with cognitive deficits in schizophrenia. Schizophrenia Research, 114(1), 110–118.
Shu, N., Liu, Y., Li, K., Duan, Y., Wang, J., Yu, C., Dong, H., Ye, J., & He, Y. (2011). Diffusion tensor Tractography reveals disrupted topological efficiency in white matter structural networks in multiple sclerosis. Cerebral Cortex, 21(11), 2565–2577.
Sinthuja, S., Ben, C., Irina, D., Stuart, C., & Izuru, M. (2010). Abnormal pathways in the genu of the corpus callosum in schizophrenia pathogenesis: A proteome study. Proteomics Clinical Applications, 1(10), 1291–1305.
Sophia, M., Danhong, W., Ruiqi, P., Holt, D. J., & Hesheng, L. (2015). Abnormalities in hemispheric specialization of caudate nucleus connectivity in schizophrenia. JAMA Psychiatry, 72(6), 552–560.
Sun, Y., Chen, Y., Collinson, S. L., Bezerianos, A., & Sim, K. (2015). Reduced hemispheric asymmetry of brain anatomical networks is linked to schizophrenia: A Connectome study. Cerebral Cortex, 27(1), 602–615.
Sun, Y., Li, J., Suckling, J., & Feng, L. (2017). Asymmetry of hemispheric network topology reveals dissociable processes between functional and structural brain Connectome in community-living elders. Frontiers in Aging Neuroscience, 9.
Taylor, S. F., Kang, J., Brege, I. S., Tso, I. F., Hosanagar, A., & Johnson, T. D. (2012). Meta-analysis of functional neuroimaging studies of emotion perception and experience in schizophrenia. Biological Psychiatry, 71(2), 136–145.
Tesli, N., Westlye, L. T., Storvestre, G. B., & al., e. (2019). White matter microstructure in schizophrenia patients with a history of violence. European Archives of Psychiatry and Clinical Neuroscience.
Tzourio-Mazoyer, N. (2016). Intra- and Inter-hemispheric Connectivity Supporting Hemispheric Specialization: Springer international publishing.
Uk, L. C., Shenton, M. E., Salisbury, D. F., Kiyoto, K., Toshiaki, O., Dickey, C. C., et al. (2002). Fusiform gyrus volume reduction in first-episode schizophrenia: A magnetic resonance imaging study. Archives of General Psychiatry, 59(9), 775.
Van den Heuvel, M. P., Mandl, R. C. W., Kahn, R. S., & Pol, H. E. H. (2009). Functionally linked resting-state networks reflect the underlying structural connectivity architecture of the human brain. Human Brain Mapping, 30, 3127–3141.
Wang, B., Li, T., Zhou, M., Zhao, S., Niu, Y., Wang, X., et al. (2018). The abnormality of topological asymmetry in hemispheric brain anatomical networks in bipolar disorder. Frontiers in Neuroscience, 12, 618.
Wang, B., Zhan, Q., Yan, T., Imtiaz, S., Xiang, J., Niu, Y., et al. (2019). Hemisphere and gender differences in the Rich-Club Organization of Structural Networks. Cerebral Cortex, 1–13.
Wang, Q., Su, T. P., Zhou, Y., Chou, K. H., Chen, I. Y., Jiang, T., & Lin, C. P. (2012). Anatomical insights into disrupted small-world networks in schizophrenia. Neuroimage, 59(2), 1085–1093.
Woodruff, P. W. R., Phillips, M. L., Rushe, T., Wright, I. C., Murray, R. M., & David, A. S. (1997). Corpus callosum size and inter-hemispheric function in schizophrenia. Schizophrenia Research, 23(3), 189–196.
Xiao, C., C.W.Mandl, R., Wiepke Cahn, & S.Kahn, R. (2019). Interhemispheric connectivity and hemispheric specialization in schizophrenia patients and their unaffected siblings. NeuroImage. Clinical.
Yan, H., Zuo, X.-N., Wang, D., Wang, J., Zhu, C., Milham, M. P., Zhang, D., & Zang, Y. (2009). Hemispheric asymmetry in cognitive division of anterior cingulate cortex: A resting-state functional connectivity study. Neuroimage, 47(4), 1579–1589.
Yi, D., Karen S.Y. Hung, Simon S.Y. Lui, William W.H. Chui, Joe C.W. Lee, Yi Wang, Zhi Li, Henry K.F. Mak, Pak K.F. Mak, Pak C. Sham, Raymond C.K. Chan, Eric F.C. Cheung, et al. (2019). Tractography-based classification in distinguishing patients with first-episode schizophrenia from healthy individuals. Progress in Neuro-Psychopharmacology and Biological Psychiatry, S0278584618300058-.
Zhang, Y., Dai, Z., Chen, Y., Kang, S., Sun, Y., & Yu, R. (2018). Altered intra- and inter-hemispheric functional dysconnectivity in schizophrenia. Brain Imaging & Behavior, 1-16.
Zhong, S., He, Y., Shu, H., & Gong, G. (2016). Developmental changes in topological asymmetry between hemispheric brain white matter networks from adolescence to young adulthood. Cerebral Cortex, 27(4), 2560–2570.
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The authors would like to thank the Institutional Review Board of the University of California, Los Angeles Study team for making the dataset available OpenfMRI. Funding for this research was provided the National Natural Science Foundation of China (Grants No. 61906130).
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Li, D., Tang, W., Yan, T. et al. Abnormalities in hemispheric lateralization of intra- and inter-hemispheric white matter connections in schizophrenia. Brain Imaging and Behavior 15, 819–832 (2021). https://doi.org/10.1007/s11682-020-00292-9
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DOI: https://doi.org/10.1007/s11682-020-00292-9