Characterizing Typhoon-related Posttraumatic Stress Disorder Based on Multimodal Fusion of Structural, Diffusion, and Functional Magnetic Resonance Imaging

被引:3
作者
Chen, Hui Juan [1 ]
Guo, Yihao [1 ]
Ke, Jun [2 ,3 ]
Qiu, Jie [4 ]
Zhang, Li [5 ]
Xu, Qiang [2 ]
Zhong, Yuan [2 ]
Lu, Guang Ming [2 ]
Qin, Haodong [6 ]
Qi, Rongfeng [2 ]
Chen, Feng [1 ]
机构
[1] Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiol, 19,Xiuhua St, Haikou 570311, Hainan, Peoples R China
[2] Nanjing Univ, Jinling Hosp, Dept Med Imaging, Med Sch, Nanjing 210002, Jiangsu, Peoples R China
[3] Soochow Univ, Affiliated Hosp 1, Dept Radiol, Suzhou 215006, Jiangsu, Peoples R China
[4] Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Ultrasound, 19,Xiuhua St, Haikou 570311, Hainan, Peoples R China
[5] Cent South Univ, Xiangya Hosp 2, Mental Hlth Inst,Key Lab Psychiat & Mental Hlth Hu, Natl Technol Inst Psychiat, Changsha, Peoples R China
[6] Siemens Healthineers Ltd, MR Collaborat, Guangzhou, Peoples R China
基金
中国国家自然科学基金; 海南省自然科学基金;
关键词
multimodal fusion; PTSD; resting-state fMRI; structural MRI; diffusion MRI; joint ICA; MCCA PLUS JICA; BIPOLAR DISORDER; FMRI; CONNECTIVITY; MEMORY; PTSD; SCHIZOPHRENIA; ABNORMALITIES; METAANALYSIS; CEREBELLUM;
D O I
10.1016/j.neuroscience.2023.11.018
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Diagnosing posttraumatic stress disorder (PTSD) using only single-modality images is controversial. We aimed to use multimodal magnetic resonance imaging (MRI) combining structural, diffusion, and functional MRI to possibly provide a more comprehensive viewpoint on the decisive characteristics of PTSD patients. Typhoon-exposed individuals with (n = 26) and without PTSD (n = 32) and healthy volunteers (n = 30) were enrolled. Five MRI features from three modalities, including two resting-state functional MRI (rs-fMRI) features (amplitude of low-frequency fluctuation, ALFF; and regional homogeneity, ReHo), one structural MRI feature (gray matter density, GM), and two diffusion tensor imaging (DTI) features (fractional anisotropy, FA; and mean diffu-sivity, MD) were investigated simultaneously with a multimodal canonical correlation analysis + joint indepen-dent component analysis model to identify abnormalities in the PTSD brain. We identified statistical differences between PTSD patients and healthy controls in terms of 1 rs-fMRI (ALFF, ReHo) alterations in the superior frontal gyrus, precuneus, inferior parietal lobule (IPL), anterior cingulate cortex (ACC), and posterior cin-gulate cortex (PCC), 2 DTI (FA, MD) changes in the pons, genu, and splenium of the corpus callosum, and 3 Struc-tural MRI abnormalities in the precuneus, IPL, ACC, and PCC. A novel ReHo component was found to distinguish PTSD and trauma-exposed controls, including the precuneus, IPL, middle frontal gyrus, middle occipital gyrus, and cerebellum. This study reveals that PTSD individuals exhibit intertwined functional and structural anomalies within the default mode network. Some alterations within this network may serve as a potential marker to distin-guish between PTSD patients and trauma-exposed controls.(c) 2023 IBRO. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:141 / 150
页数:10
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