Effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: A meta-analysis

Background: Brain stimulation interventions are increasingly used to reduce craving and consumption in individuals with drug addiction or excessive eating behavior. However, the efficacy of these novel treatments and whether effect sizes are affected by the length of the intervention has not been co...

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Main Authors: Sensen Song, Anna Zilverstand, Wenjun Gui, Hui-jie Li, Xiaolin Zhou
Format: Article
Language:English
Published: Elsevier 2019-05-01
Series:Brain Stimulation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1935861X18313949
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spelling doaj-29a621f488b245e882e380d59b5e8e0c2021-03-19T07:19:17ZengElsevierBrain Stimulation1935-861X2019-05-01123606618Effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: A meta-analysisSensen Song0Anna Zilverstand1Wenjun Gui2Hui-jie Li3Xiaolin Zhou4School of Humanities, Tongji University, Shanghai, 200092, China; School of Psychological and Cognitive Sciences, Peking University, Beijing, 100871, ChinaDepartment of Psychiatry, University of Minnesota, Minneapolis, MN, 55414, USAKey Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100101, ChinaCAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100101, ChinaSchool of Humanities, Tongji University, Shanghai, 200092, China; School of Psychological and Cognitive Sciences, Peking University, Beijing, 100871, China; Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, 100871, China; PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing, 100871, China; Corresponding author. School of Psychological and Cognitive Sciences, Peking University, 5 Yiheyuan Road, Beijing, 100871, China.Background: Brain stimulation interventions are increasingly used to reduce craving and consumption in individuals with drug addiction or excessive eating behavior. However, the efficacy of these novel treatments and whether effect sizes are affected by the length of the intervention has not been comprehensively evaluated. Objective: A meta-analytical approach was employed to evaluate the effectiveness of non-invasive excitatory brain stimulation [transcranial Direct Current Stimulation (tDCS) and high-frequency repetitive Transcranial Magnetic Stimulation (rTMS)] targeted at dorsolateral prefrontal cortex (dlPFC) for reducing craving and consumption levels in drug and eating addiction, including both single- and multi-session protocols. Methods: After a comprehensive literature search, 48 peer-reviewed studies (1095 participants in total) were included in the current meta-analysis. We computed Hedge's g as a conservative measure for evaluating effect sizes. Results: Random effects analyses revealed a small effect of neuromodulation interventions on craving and a medium effect on consumption, favoring active over sham stimulation. These effects did not differ across the different populations investigated (alcohol, nicotine, illicit drugs, eating addictions) or by the used technique (rTMS/tDCS, left/right hemisphere). Multi-session protocols showed a larger effect size for reducing craving and consumption than single-session protocols, with a positive linear association between the number of sessions or administered pulses and craving reduction, indicating a dose-response effect. Conclusions: Our results provide compelling evidence that novel non-invasive brain stimulation targeted at dlPFC reduces craving and consumption levels (providing the first meta-analytical evidence for the latter effect in drug addiction), with larger effects in multi-session as compared to single-session interventions.http://www.sciencedirect.com/science/article/pii/S1935861X18313949Brain stimulationtDCSrTMSdlPFCAddictionEating disorders
collection DOAJ
language English
format Article
sources DOAJ
author Sensen Song
Anna Zilverstand
Wenjun Gui
Hui-jie Li
Xiaolin Zhou
spellingShingle Sensen Song
Anna Zilverstand
Wenjun Gui
Hui-jie Li
Xiaolin Zhou
Effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: A meta-analysis
Brain Stimulation
Brain stimulation
tDCS
rTMS
dlPFC
Addiction
Eating disorders
author_facet Sensen Song
Anna Zilverstand
Wenjun Gui
Hui-jie Li
Xiaolin Zhou
author_sort Sensen Song
title Effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: A meta-analysis
title_short Effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: A meta-analysis
title_full Effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: A meta-analysis
title_fullStr Effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: A meta-analysis
title_full_unstemmed Effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: A meta-analysis
title_sort effects of single-session versus multi-session non-invasive brain stimulation on craving and consumption in individuals with drug addiction, eating disorders or obesity: a meta-analysis
publisher Elsevier
series Brain Stimulation
issn 1935-861X
publishDate 2019-05-01
description Background: Brain stimulation interventions are increasingly used to reduce craving and consumption in individuals with drug addiction or excessive eating behavior. However, the efficacy of these novel treatments and whether effect sizes are affected by the length of the intervention has not been comprehensively evaluated. Objective: A meta-analytical approach was employed to evaluate the effectiveness of non-invasive excitatory brain stimulation [transcranial Direct Current Stimulation (tDCS) and high-frequency repetitive Transcranial Magnetic Stimulation (rTMS)] targeted at dorsolateral prefrontal cortex (dlPFC) for reducing craving and consumption levels in drug and eating addiction, including both single- and multi-session protocols. Methods: After a comprehensive literature search, 48 peer-reviewed studies (1095 participants in total) were included in the current meta-analysis. We computed Hedge's g as a conservative measure for evaluating effect sizes. Results: Random effects analyses revealed a small effect of neuromodulation interventions on craving and a medium effect on consumption, favoring active over sham stimulation. These effects did not differ across the different populations investigated (alcohol, nicotine, illicit drugs, eating addictions) or by the used technique (rTMS/tDCS, left/right hemisphere). Multi-session protocols showed a larger effect size for reducing craving and consumption than single-session protocols, with a positive linear association between the number of sessions or administered pulses and craving reduction, indicating a dose-response effect. Conclusions: Our results provide compelling evidence that novel non-invasive brain stimulation targeted at dlPFC reduces craving and consumption levels (providing the first meta-analytical evidence for the latter effect in drug addiction), with larger effects in multi-session as compared to single-session interventions.
topic Brain stimulation
tDCS
rTMS
dlPFC
Addiction
Eating disorders
url http://www.sciencedirect.com/science/article/pii/S1935861X18313949
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