Knowledge Commons of Institute of Automation,CAS
Linked psychopathology-specific factors and individual structural brain abnormalities in schizophrenia | |
Lin Chai1,2,3![]() ![]() ![]() ![]() | |
2022-04 | |
会议名称 | Medical Imaging 2022: Computer-Aided Diagnosis. |
会议日期 | 2022-4 |
会议地点 | San Diego, California, United States |
摘要 | Numerous studies havedemonstratedsubstantialinter-individualheterogeneityamongpatientswith schizophrenia, which seriously affects the quantification of diagnosis and treatment schema. As likely causes of schizophrenia include environmentalandgeneticfactors,theseheterogeneities mayreflectvariousmorphologicchangesandclinicalsyndromes among different patients. The normative model is a statistical model offering quantitative measurements of abnormal deviationsunderinterindividualheterogeneity.Meanwhile, exploratoryandconfirmatoryfactorialanalysesof thePositive andNegative SyndromeScale (PANSS) could help propose consistent three-factorstructures to factorizesymptomsinto robust cardinal dimensions. Here, we explored the individual-specific associations among morphologic deviations from normative ranges of brain structure and specific symptomatology structure on three dimensions without general disease effects.Specifically,weemployedanexploratorybi-factormodelforthePANSS scaleandbuiltnormativemodelsfortwo cortical measurements: cortical area and thickness. Significant correlations among different cortical measures and latent symptom groups were observed, which could provide evidence to understand the pathophysiology of schizophrenia symptoms. |
收录类别 | EI |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/48836 |
专题 | 脑图谱与类脑智能实验室_脑网络组研究 |
作者单位 | 1.Brainnetome Center 2.National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China 3.University of Chinese Academy of Sciences, Beijing 100190, China 4.CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Beijing 100190, China 5.Sino-Danish Center, University of Chinese Academy of Sciences, Beijing 100190, China 6.State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, 100875, China 7.Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou 311100, China |
第一作者单位 | 模式识别国家重点实验室 |
推荐引用方式 GB/T 7714 | Lin Chai,Yaping Wang,Weiyang Shi,et al. Linked psychopathology-specific factors and individual structural brain abnormalities in schizophrenia[C],2022. |
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