Pro-cognitive drug effects modulate functional brain network organization
Previous studies document that cholinergic and noradrenergic drugs improve attention, memory and cognitive control in healthy subjects and patients with neuropsychiatric disorders. In humans neural mechanisms of cholinergic and noradrenergic modulation have mainly been analyzed by investigating drug...
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2012-08-01
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| Series: | Frontiers in Behavioral Neuroscience |
| Subjects: | |
| Online Access: | http://journal.frontiersin.org/Journal/10.3389/fnbeh.2012.00053/full |
| _version_ | 1818611670522527744 |
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| author | Carsten eGiessing Christiane M Thiel |
| author_facet | Carsten eGiessing Christiane M Thiel |
| author_sort | Carsten eGiessing |
| collection | DOAJ |
| description | Previous studies document that cholinergic and noradrenergic drugs improve attention, memory and cognitive control in healthy subjects and patients with neuropsychiatric disorders. In humans neural mechanisms of cholinergic and noradrenergic modulation have mainly been analyzed by investigating drug-induced changes of task-related neural activity measured with fMRI. Endogenous neural activity has often been neglected. Further, although drugs affect the coupling between neurons, only a few human studies have explicitly addressed how drugs modulate the functional connectome, i.e. the functional neural interactions within the brain. These studies have mainly focused on synchronization or correlation of brain activations. Recently, there are some drug studies using graph theory and other new mathematical approaches to model the brain as a complex network of interconnected processing nodes. Using such measures it is possible to detect not only focal, but also subtle, widely distributed drug effects on functional network topology. Most important, graph theoretical measures also quantify whether drug-induced changes in topology or network organization facilitate or hinder information processing. Several studies could show that functional brain integration is highly correlated with behavioral performance suggesting that cholinergic and noradrenergic drugs which improve measures of cognitive performance should increase functional network integration. The purpose of this paper is to show that graph theory provides a mathematical tool to develop theory-driven biomarkers of pro-cognitive drug effects, and also to discuss how these approaches can contribute to the understanding of the role of cholinergic and noradrenergic modulation in the human brain. Finally we discuss the global workspace theory as a theoretical framework of pro-cognitive drug effects and argue that pro-cognitive effects of cholinergic and noradrenergic drugs might be related to higher network integration. |
| first_indexed | 2024-12-16T15:34:01Z |
| format | Article |
| id | doaj.art-77c8b52741414479aa7415cfb232e63e |
| institution | Directory Open Access Journal |
| issn | 1662-5153 |
| language | English |
| last_indexed | 2024-12-16T15:34:01Z |
| publishDate | 2012-08-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Behavioral Neuroscience |
| spelling | doaj.art-77c8b52741414479aa7415cfb232e63e2022-12-21T22:26:16ZengFrontiers Media S.A.Frontiers in Behavioral Neuroscience1662-51532012-08-01610.3389/fnbeh.2012.0005327757Pro-cognitive drug effects modulate functional brain network organizationCarsten eGiessing0Christiane M Thiel1Institute of Psychology, University of OldenburgInstitute of Psychology, University of OldenburgPrevious studies document that cholinergic and noradrenergic drugs improve attention, memory and cognitive control in healthy subjects and patients with neuropsychiatric disorders. In humans neural mechanisms of cholinergic and noradrenergic modulation have mainly been analyzed by investigating drug-induced changes of task-related neural activity measured with fMRI. Endogenous neural activity has often been neglected. Further, although drugs affect the coupling between neurons, only a few human studies have explicitly addressed how drugs modulate the functional connectome, i.e. the functional neural interactions within the brain. These studies have mainly focused on synchronization or correlation of brain activations. Recently, there are some drug studies using graph theory and other new mathematical approaches to model the brain as a complex network of interconnected processing nodes. Using such measures it is possible to detect not only focal, but also subtle, widely distributed drug effects on functional network topology. Most important, graph theoretical measures also quantify whether drug-induced changes in topology or network organization facilitate or hinder information processing. Several studies could show that functional brain integration is highly correlated with behavioral performance suggesting that cholinergic and noradrenergic drugs which improve measures of cognitive performance should increase functional network integration. The purpose of this paper is to show that graph theory provides a mathematical tool to develop theory-driven biomarkers of pro-cognitive drug effects, and also to discuss how these approaches can contribute to the understanding of the role of cholinergic and noradrenergic modulation in the human brain. Finally we discuss the global workspace theory as a theoretical framework of pro-cognitive drug effects and argue that pro-cognitive effects of cholinergic and noradrenergic drugs might be related to higher network integration.http://journal.frontiersin.org/Journal/10.3389/fnbeh.2012.00053/fullNicotinefMRIimagingtopologycholinergicComplex Network |
| spellingShingle | Carsten eGiessing Christiane M Thiel Pro-cognitive drug effects modulate functional brain network organization Frontiers in Behavioral Neuroscience Nicotine fMRI imaging topology cholinergic Complex Network |
| title | Pro-cognitive drug effects modulate functional brain network organization |
| title_full | Pro-cognitive drug effects modulate functional brain network organization |
| title_fullStr | Pro-cognitive drug effects modulate functional brain network organization |
| title_full_unstemmed | Pro-cognitive drug effects modulate functional brain network organization |
| title_short | Pro-cognitive drug effects modulate functional brain network organization |
| title_sort | pro cognitive drug effects modulate functional brain network organization |
| topic | Nicotine fMRI imaging topology cholinergic Complex Network |
| url | http://journal.frontiersin.org/Journal/10.3389/fnbeh.2012.00053/full |
| work_keys_str_mv | AT carstenegiessing procognitivedrugeffectsmodulatefunctionalbrainnetworkorganization AT christianemthiel procognitivedrugeffectsmodulatefunctionalbrainnetworkorganization |