Impairments in the Default Mode and Executive Networks in Methamphetamine Users During Short-Term Abstinence
Mingqiang Gong,1,2,* Yunxia Shen,2,* Wenbin Liang,2 Zhen Zhang,3 Chunxue He,4 Mingwu Lou,2 ZiYu Xu2 1Department of Acupuncture and Moxibustion, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, People’s Republic of China; 2Department of Radiol...
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Dove Medical Press
2022-07-01
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author | Gong M Shen Y Liang W Zhang Z He C Lou M Xu Z |
author_facet | Gong M Shen Y Liang W Zhang Z He C Lou M Xu Z |
author_sort | Gong M |
collection | DOAJ |
description | Mingqiang Gong,1,2,* Yunxia Shen,2,* Wenbin Liang,2 Zhen Zhang,3 Chunxue He,4 Mingwu Lou,2 ZiYu Xu2 1Department of Acupuncture and Moxibustion, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, People’s Republic of China; 2Department of Radiology, Longgang Central Hospital, Shenzhen, People’s Republic of China; 3Department of Radiology, The Third People’s Hospital of Longgang District, Shenzhen, People’s Republic of China; 4Department of Radiology, Shenzhen Clinical Medicine College, Guangzhou University of Chinese Medicine, Shenzhen, People’s Republic of China*These authors contributed equally to this workCorrespondence: Mingwu Lou; ZiYu Xu, Department of Radiology, Longgang Central Hospital, No. 6082, Longgang Avenue, Longgang District, Shenzhen, 518000, People’s Republic of China, Tel +86 13808854650 ; +86 13824321925, Email mingwulou@sina.com; xuziyu82@163.comPurpose: Methamphetamine use may cause severe neurotoxicity and cognitive impairment, leading to addiction, overdose, and high rates of relapse. However, few studies have systematically focused on functional impairments detected by neuroimaging in methamphetamine abstainers (MAs) during short-term abstinence. This study aimed to investigate effective connectivity, resting-state networks, and internetwork functional connectivity in MA brains to improve clinical treatment.Methods: Twenty MAs and 27 age- and education-matched healthy controls underwent resting-state functional magnetic resonance imaging. The amplitude of low-frequency fluctuations and Granger causality were analyzed to investigate disrupted brain regions and effective connectivity, respectively. Independent component analysis and functional network connectivity were used to identify resting-state networks and internetwork functional connectivity, respectively.Results: Compared with healthy controls, MAs demonstrated abnormal amplitudes of low-frequency fluctuations in the bilateral precuneus, left posterior cingulate cortex (PCC), left middle frontal gyrus (MFG), left superior parietal lobule, left supplementary motor area (SMA), and left inferior parietal lobule (IPL). Moreover, MAs showed decreased effective connectivity from the left PCC to the left precuneus, increased effective connectivity from the left precuneus to the left MFG and from the right precuneus to the left SMA, and altered functional connectivity within the default mode network (DMN), frontoparietal network, sensorimotor network, ventral attention network, cerebellar network, and visual network. Importantly, hyperconnectivity between the DMN and ventral attention network and hypoconnectivity between the DMN and cerebellar network as well as the DMN and frontoparietal network were demonstrated in MAs.Conclusion: Our study implies that in short-term methamphetamine abstinence, disruptions to the DMN and executive network may a play key role, providing new insights for early rehabilitation.Keywords: methamphetamine, abstinence, network, Granger causality analysis, independent component analysis |
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spelling | doaj.art-05178978411a466ebdb147033b67e3782022-12-22T02:44:24ZengDove Medical PressInternational Journal of General Medicine1178-70742022-07-01Volume 156073608476394Impairments in the Default Mode and Executive Networks in Methamphetamine Users During Short-Term AbstinenceGong MShen YLiang WZhang ZHe CLou MXu ZMingqiang Gong,1,2,* Yunxia Shen,2,* Wenbin Liang,2 Zhen Zhang,3 Chunxue He,4 Mingwu Lou,2 ZiYu Xu2 1Department of Acupuncture and Moxibustion, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, People’s Republic of China; 2Department of Radiology, Longgang Central Hospital, Shenzhen, People’s Republic of China; 3Department of Radiology, The Third People’s Hospital of Longgang District, Shenzhen, People’s Republic of China; 4Department of Radiology, Shenzhen Clinical Medicine College, Guangzhou University of Chinese Medicine, Shenzhen, People’s Republic of China*These authors contributed equally to this workCorrespondence: Mingwu Lou; ZiYu Xu, Department of Radiology, Longgang Central Hospital, No. 6082, Longgang Avenue, Longgang District, Shenzhen, 518000, People’s Republic of China, Tel +86 13808854650 ; +86 13824321925, Email mingwulou@sina.com; xuziyu82@163.comPurpose: Methamphetamine use may cause severe neurotoxicity and cognitive impairment, leading to addiction, overdose, and high rates of relapse. However, few studies have systematically focused on functional impairments detected by neuroimaging in methamphetamine abstainers (MAs) during short-term abstinence. This study aimed to investigate effective connectivity, resting-state networks, and internetwork functional connectivity in MA brains to improve clinical treatment.Methods: Twenty MAs and 27 age- and education-matched healthy controls underwent resting-state functional magnetic resonance imaging. The amplitude of low-frequency fluctuations and Granger causality were analyzed to investigate disrupted brain regions and effective connectivity, respectively. Independent component analysis and functional network connectivity were used to identify resting-state networks and internetwork functional connectivity, respectively.Results: Compared with healthy controls, MAs demonstrated abnormal amplitudes of low-frequency fluctuations in the bilateral precuneus, left posterior cingulate cortex (PCC), left middle frontal gyrus (MFG), left superior parietal lobule, left supplementary motor area (SMA), and left inferior parietal lobule (IPL). Moreover, MAs showed decreased effective connectivity from the left PCC to the left precuneus, increased effective connectivity from the left precuneus to the left MFG and from the right precuneus to the left SMA, and altered functional connectivity within the default mode network (DMN), frontoparietal network, sensorimotor network, ventral attention network, cerebellar network, and visual network. Importantly, hyperconnectivity between the DMN and ventral attention network and hypoconnectivity between the DMN and cerebellar network as well as the DMN and frontoparietal network were demonstrated in MAs.Conclusion: Our study implies that in short-term methamphetamine abstinence, disruptions to the DMN and executive network may a play key role, providing new insights for early rehabilitation.Keywords: methamphetamine, abstinence, network, Granger causality analysis, independent component analysishttps://www.dovepress.com/impairments-in-the-default-mode-and-executive-networks-in-methamphetam-peer-reviewed-fulltext-article-IJGMmethamphetamineabstinencenetworkgranger causality analysisindependent component analysis |
spellingShingle | Gong M Shen Y Liang W Zhang Z He C Lou M Xu Z Impairments in the Default Mode and Executive Networks in Methamphetamine Users During Short-Term Abstinence International Journal of General Medicine methamphetamine abstinence network granger causality analysis independent component analysis |
title | Impairments in the Default Mode and Executive Networks in Methamphetamine Users During Short-Term Abstinence |
title_full | Impairments in the Default Mode and Executive Networks in Methamphetamine Users During Short-Term Abstinence |
title_fullStr | Impairments in the Default Mode and Executive Networks in Methamphetamine Users During Short-Term Abstinence |
title_full_unstemmed | Impairments in the Default Mode and Executive Networks in Methamphetamine Users During Short-Term Abstinence |
title_short | Impairments in the Default Mode and Executive Networks in Methamphetamine Users During Short-Term Abstinence |
title_sort | impairments in the default mode and executive networks in methamphetamine users during short term abstinence |
topic | methamphetamine abstinence network granger causality analysis independent component analysis |
url | https://www.dovepress.com/impairments-in-the-default-mode-and-executive-networks-in-methamphetam-peer-reviewed-fulltext-article-IJGM |
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