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Combining spatial and temporal information to explore resting-state networks changes in abstinent heroin-dependent individuals
Authors:Kai Yuan  Wei Qin  Minghao Dong  Jixin Liu  Peng Liu  Yi Zhang  Jinbo Sun  Wei Wang  Yarong Wang  Qiang Li  Weichuan Yang  Jie Tian
Institution:1. Life Sciences Research Center, School of Life Sciences and Technology, Xidian University, Xi’an 710071, China;2. The Fourth Military Medical University, Xi’an, Shaanxi 710038, PR China;3. Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
Abstract:Majority of previous heroin fMRI studies focused on abnormal brain function in heroin-dependent individuals. However, few fMRI studies focused on the resting-state abnormalities in heroin-dependent individuals and assessed the relationship between the resting-state functional connectivity changes and duration of heroin use. In the present study, discrete cosine transform (DCT) was employed to explore spatial distribution of low frequency BOLD oscillations in heroin-dependent individuals and healthy subjects during resting-state; meanwhile resting-state functional connectivity analysis was used to investigate the temporal signatures of overlapping brain regions obtained in DCT analysis among these two groups. Main finding of the present study is that the default mode network (DMN) and rostral anterior cingulate cortex (rACC) network of heroin-dependent individuals were changed compared with healthy subjects. More importantly, these changes negatively correlated with duration of heroin use. These resting-state functional abnormalites in heroin-dependent individuals provided evidence for abnormal functional organization in heroin-dependent individuals, such as functional impairments in decision-making and inhibitory control.
Keywords:Resting-state  Discrete cosine transform (DCT)  Heroin  Functional connectivity  Region of interest (ROI)
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