TY - JOUR
T1 - Identifying Schizo-Obsessive Comorbidity by Tract-Based Spatial Statistics and Probabilistic Tractography
AU - Wang, Yong-Ming
AU - Yang, Zhuo-Ya
AU - Cai, Xin-Lu
AU - Zhou, Han-Yu
AU - Zhang, Rui-Ting
AU - Yang, Han-Xue
AU - Liang, Yun-Si
AU - Zhu, Xiong-Zhao
AU - Madsen, Kristoffer Hougaard
AU - Sørensen, Thomas Alrik
AU - Møller, Arne
AU - Wang, Zhen
AU - Cheung, Eric F C
AU - Chan, Raymond C K
N1 - © The Author(s) 2019. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. All rights reserved. For permissions, please email: [email protected].
PY - 2020/2/26
Y1 - 2020/2/26
N2 - A phenomenon in schizophrenia patients that deserves attention is the high comorbidity rate with obsessive-compulsive disorder (OCD). Little is known about the neurobiological basis of schizo-obsessive comorbidity (SOC). We aimed to investigate whether specific changes in white matter exist in patients with SOC and the relationship between such abnormalities and clinical parameters. Twenty-eight patients with SOC, 28 schizophrenia patients, 30 OCD patients, and 30 demographically matched healthy controls were recruited. Using Tract-based Spatial Statistics and Probabilistic Tractography, we examined the pattern of white matter abnormalities in these participants. We also used ANOVA and Support Vector Classification of various white matter indices and structural connection probability to further examine white matter changes among the 4 groups. We found that patients with SOC had decreased fractional anisotropy (FA) and increased radial diffusivity in the right sagittal stratum and the left crescent of the fornix/stria terminalis compared with healthy controls. We also found changed connection probability in the Default Mode Network, the Subcortical Network, the Attention Network, the Task Control Network, the Visual Network, the Somatosensory Network, and the cerebellum in the SOC group compared with the other 3 groups. The classification results further revealed that FA features could differentiate the SOC group from the other 3 groups with an accuracy of .78. These findings highlight the specific white matter abnormalities found in patients with SOC.
AB - A phenomenon in schizophrenia patients that deserves attention is the high comorbidity rate with obsessive-compulsive disorder (OCD). Little is known about the neurobiological basis of schizo-obsessive comorbidity (SOC). We aimed to investigate whether specific changes in white matter exist in patients with SOC and the relationship between such abnormalities and clinical parameters. Twenty-eight patients with SOC, 28 schizophrenia patients, 30 OCD patients, and 30 demographically matched healthy controls were recruited. Using Tract-based Spatial Statistics and Probabilistic Tractography, we examined the pattern of white matter abnormalities in these participants. We also used ANOVA and Support Vector Classification of various white matter indices and structural connection probability to further examine white matter changes among the 4 groups. We found that patients with SOC had decreased fractional anisotropy (FA) and increased radial diffusivity in the right sagittal stratum and the left crescent of the fornix/stria terminalis compared with healthy controls. We also found changed connection probability in the Default Mode Network, the Subcortical Network, the Attention Network, the Task Control Network, the Visual Network, the Somatosensory Network, and the cerebellum in the SOC group compared with the other 3 groups. The classification results further revealed that FA features could differentiate the SOC group from the other 3 groups with an accuracy of .78. These findings highlight the specific white matter abnormalities found in patients with SOC.
KW - diffusion tensor imaging
KW - obsessive-compulsive disorder
KW - schizo-obsessive comorbidity
KW - schizophrenia
KW - support vector classification
UR - http://www.scopus.com/inward/record.url?scp=85081158390&partnerID=8YFLogxK
U2 - 10.1093/schbul/sbz073
DO - 10.1093/schbul/sbz073
M3 - Journal article
C2 - 31355879
SN - 0586-7614
VL - 46
SP - 442
EP - 453
JO - Schizophrenia Bulletin
JF - Schizophrenia Bulletin
IS - 2
ER -