1
|
Spinola S, De Vita MJ, Gilmour CE, Maisto SA. Effects of acute alcohol administration on working memory: a systematic review and meta-analysis. Psychopharmacology (Berl) 2022; 239:695-708. [PMID: 35075512 DOI: 10.1007/s00213-022-06060-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 01/03/2022] [Indexed: 01/17/2023]
Abstract
RATIONALE Alcohol-induced executive function deficits may underlie associations between alcohol, self-regulation, and hazardous behaviors. Studies examining the effects of alcohol administration on working memory, an important executive functioning component, have produced mixed findings. Acute alcohol effects on working memory remain unclear. OBJECTIVES We aimed to conduct a systematic review and meta-analysis on the effects of acute alcohol administration on working memory outcomes in studies of healthy adults. METHODS We performed a systematic search of PubMed, MEDLINE, and PsycINFO from inception to June 2021. Studies were included if they met criteria, including healthy participants and administration of quantified alcohol doses against comparative controls. Data extracted included primary working memory outcomes, alcohol doses, and study characteristics. Study quality was assessed using an established validity measure. Working memory task type, alcohol dose, control condition type, and sex/gender composition were explored as moderators using mixed-effects models and meta-regressions. RESULTS Thirty-two studies (1629 participants) provided sufficient data for 54 comparisons between alcohol and control conditions. Random-effects meta-analysis indicated that alcohol administration produced significant, small- to medium-sized working memory decrements (g [95% CI] = - 0.300 [- 0.390 to - 0.211], p < 0.001). Moderation analyses suggested that these effects differed as a function of task type, dose, control condition type, and sex/gender composition. The average quality rating across studies was good. CONCLUSIONS Alcohol administration significantly impaired working memory performance, particularly when executive-related manipulation processes were involved. Future research is needed to investigate how alcohol-induced working memory impairments relate to compromised self-regulation, hazardous behavior, and negative drinking consequences.
Collapse
Affiliation(s)
- Suzanne Spinola
- Department of Psychology, Syracuse University, Syracuse, NY, USA. .,VA Connecticut Healthcare System-West Haven, West Haven, CT, USA. .,Department of Psychiatry, Yale University School of Medicine, New Haven, NY, USA.
| | - Martin J De Vita
- Department of Psychology, Syracuse University, Syracuse, NY, USA.,Department of Behavioral Health, Brooke Army Medical Center, San Antonio, TX, USA
| | - Christina E Gilmour
- Department of Psychology, Syracuse University, Syracuse, NY, USA.,Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Stephen A Maisto
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| |
Collapse
|
2
|
Cofresí RU, Watts AL, Martins JS, Wood PK, Sher KJ, Cowan N, Miyake A, Bartholow BD. Acute effect of alcohol on working memory updating. Addiction 2021; 116:3029-3043. [PMID: 33822441 PMCID: PMC8492486 DOI: 10.1111/add.15506] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 12/02/2020] [Accepted: 03/24/2021] [Indexed: 11/29/2022]
Abstract
AIMS To examine the acute effects of alcohol on working memory (WM) updating, including potential variation across the ascending limb (AL) and descending limb (DL) of the blood alcohol concentration (BAC) time-course. DESIGN A two-session experiment in which participants were randomly assigned to one of three beverage conditions [alcohol (males: 0.80 g/kg; females: 0.72 g/kg), active placebo (0.04 g/kg) or non-alcohol control (tonic)] and one of two BAC limb testing conditions (AL and DL or DL-only) for the second session, yielding a 3 (beverage) × 2 (time-points tested) × 3 (time-point) mixed factorial design with repeated measures on the latter factor. One of the repeated assessments is 'missing by design' in the DL-only condition. SETTING A psychology laboratory at the University of Missouri campus in Columbia, MO, USA. PARTICIPANTS Two hundred thirty-one community-dwelling young adults (51% female; aged 21-34 years) recruited from Columbia, MO, USA, tested between 2011 and 2013. MEASUREMENTS Latent WM updating performance as indexed by shared variance in accuracy on three WM updating tasks (letter memory, keep track, spatial 2-back) at three time-points. FINDINGS Multi-group modeling of latent WM updating indicated that performance among participants who consumed placebo or control beverages improved during the second session at time-points corresponding to AL (∆ from baseline in latent mean ± standard error (SE) + 0.5 ± 0.01, P < 0.001) and DL (+ 0.08 ± 0.01, P < 0.001). Alcohol consumption did not impair WM updating (∆ from baseline in latent mean ± SE, at AL: + 0.01 ± 0.01, P = 0.56; at DL: + 0.05 ± 0.01, P < 0.001), but attenuated performance improvements (equality of latent means across beverage groups at AL or DL: Δχ2(1) ≥ 7.53, P < 0.01). CONCLUSIONS Acute alcohol-induced impairment in working memory updating may be limited, but dampening of practice effects by alcohol could interfere with the completion of novel, unpracticed tasks.
Collapse
Affiliation(s)
- Roberto U Cofresí
- Department of Psychological Sciences, College of Arts and Sciences, University of Missouri, Columbia, MO, USA
| | - Ashley L Watts
- Department of Psychological Sciences, College of Arts and Sciences, University of Missouri, Columbia, MO, USA
| | - Jorge S Martins
- Department of Psychological Sciences, College of Arts and Sciences, University of Missouri, Columbia, MO, USA
| | - Phillip K Wood
- Department of Psychological Sciences, College of Arts and Sciences, University of Missouri, Columbia, MO, USA
| | - Kenneth J Sher
- Department of Psychological Sciences, College of Arts and Sciences, University of Missouri, Columbia, MO, USA
| | - Nelson Cowan
- Department of Psychological Sciences, College of Arts and Sciences, University of Missouri, Columbia, MO, USA
| | - Akira Miyake
- Department of Psychology and Neuroscience, College of Arts and Sciences, University of Colorado, Boulder, CO, USA
| | - Bruce D Bartholow
- Department of Psychological Sciences, College of Arts and Sciences, University of Missouri, Columbia, MO, USA
| |
Collapse
|
3
|
Nagar M, Weller A, Rabinovitz S. The dosing procedure that "makes the poison": Comparing the effects of single versus cumulative alcohol administration methods on emotion recognition. J Psychopharmacol 2021; 35:1411-1419. [PMID: 34311606 DOI: 10.1177/02698811211032466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Most people often consume alcohol cumulatively and gradually. Yet almost scientific knowledge about alcohol's acute effects on cognition, behavior, and affect stems from laboratory studies that employ a single beverage administration procedure. OBJECTIVE This study tests the hypothesis that alcohol's acute effects depend on both methods of administration and alcohol blood level. We introduce a new laboratory procedure for studying cumulative alcohol drinking and examine alcohol's effects on emotion recognition as a function of both alcohol administration method and alcohol blood level. METHODS Participants were recruited for one of two studies. One study employed a between-subject design using a single alcoholic dose. Participants were randomly assigned to drink either placebo (0.00%), low (0.03%), moderate (0.06%), or high (0.09%) alcohol levels. The second study employed a within-subject design using a cumulative alcoholic administration method, in which each participant drank four drinks (placebo, followed by three alcoholic drinks). Both groups reached similar breath alcohol concentrations. In both studies, participants attended a single study session, in which emotion recognition was examined following alcohol administration. RESULTS Single alcoholic beverage administration method caused greater impairment in emotion recognition ability, specifically for anger, happiness, and fear, as compared with cumulative administration method, even though breath alcohol levels were similar in both conditions. CONCLUSIONS This paper presents questions concerning the internal validity of previous laboratory studies that use a single beverage administration procedure. Insights into the effects of alcohol on behavior, as well as regarding our knowledge about models of addiction are presented.
Collapse
Affiliation(s)
- Maayan Nagar
- School of Criminology, University of Haifa, Haifa, Israel.,Criminology Department, Bar Ilan University, Ramat-Gan, Israel
| | - Aron Weller
- Psychology Department and Gonda Brain Research Center, Bar Ilan University, Ramat-Gan, Israel
| | - Sharon Rabinovitz
- School of Criminology and The Unit for Excellence in Research and Study of Addiction, The Center for Rehabilitation Research, University of Haifa, Haifa, Israel
| |
Collapse
|
4
|
Fairbairn CE, Kang D, Federmeier KD. Alcohol and Neural Dynamics: A Meta-analysis of Acute Alcohol Effects on Event-Related Brain Potentials. Biol Psychiatry 2021; 89:990-1000. [PMID: 33579536 PMCID: PMC8106628 DOI: 10.1016/j.biopsych.2020.11.024] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 11/20/2020] [Accepted: 11/25/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND An understanding of alcohol's acute neural effects could augment our knowledge of mechanisms underlying alcohol-related cognitive/motor impairment and inform interventions for addiction. Focusing on studies employing event-related brain potential methods, which offer a direct measurement of neural activity in functionally well-characterized brain networks, we present the first meta-analysis to explore acute effects of alcohol on the human brain. METHODS Databases were searched for randomized laboratory alcohol-administration trials assessing brain activity using event-related potentials. Hedges' g coefficients were pooled using 3-level random-effects meta-regression. RESULTS Sixty independent randomized controlled trials met inclusion (total N = 2149). Alcohol's effects varied significantly across neural systems, with alcohol leading to reductions in event-related potential components linked with attention (P3b), g = -0.40, 95% CI (-0.50, -0.29), automatic auditory processing (mismatch negativity), g = -0.44, 95% CI (-0.66, -0.22), and performance monitoring (error-related negativity), g = -0.56, 95% CI (-0.79, -0.33). These effects were moderated by alcohol dose, emerging as significant at doses as low as 0.026% blood alcohol concentration and increasing to moderate/large at 0.12%. In contrast, irrespective of dose, relatively small or nonsignificant alcohol effects emerged in other processing domains, including those linked to executive control (N2b responses) and stimulus classification (N2c responses). CONCLUSIONS Contrary to traditional conceptualizations of alcohol as a "dirty drug" with broad central nervous system depressant effects, results instead support accounts positing targeted alcohol effects in specific processing domains. By identifying alcohol effects on brain systems involved in performance monitoring and attention, results move toward the identification of mechanisms underlying alcohol-related impairment as well as factors reinforcing addiction.
Collapse
Affiliation(s)
- Catharine E. Fairbairn
- Department of Psychology, University of Illinois—Urbana-Champaign, Champaign, Illinois, USA
| | - Dahyeon Kang
- Department of Psychology, University of Illinois—Urbana-Champaign, Champaign, Illinois, USA
| | - Kara D. Federmeier
- Department of Psychology, Program in Neuroscience, and the Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana-Champaign, Champaign, Illinois, USA
| |
Collapse
|
5
|
Botalova A, Bombela T, Zubov P, Segal M, Korkotian E. The flavonoid acetylpectolinarin counteracts the effects of low ethanol on spontaneous network activity in hippocampal cultures. JOURNAL OF ETHNOPHARMACOLOGY 2019; 229:22-28. [PMID: 30287194 DOI: 10.1016/j.jep.2018.09.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Revised: 09/26/2018] [Accepted: 09/28/2018] [Indexed: 06/08/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE A major concern in modern society involves the lasting detrimental behavioral effects of exposure to alcoholic beverages. Consequently, hundreds of folk remedies for hangover have been suggested, most of them without a scientific basis, for lack of proper test systems. Over centuries, yellow toadflax (Linaria vulgaris Mill., Lv) tincture has been used in Russian traditional medicine to treat the spectrum of hangover symptoms such as vertigo, headache, drunken behaviors, and as a sedative. MATERIALS AND METHODS Here we use in-vitro cultured hippocampal neurons to examine the effect of the Lv extract as well as the flavonoid acetylpectolinarin (ACP) exclusively found in Lv extract, on spontaneous network activity of the cultured neurons exposed to low, physiological concentrations of ethanol. RESULTS As in previous studies, low (0.25-0.5%) ethanol causes an increase in network activity, which was converted to suppression, with high concentrations of ethanol. Lv extract and ACP, at low concentrations, had no appreciable effect on spontaneous activity, but they blocked the facilitating action of low ethanol. This action of ACP was also seen when the culture was exposed to 1-EBIO, a SK potassium channel opener, and was blocked by apamin, an SK channel antagonist. In contrast, ACP or Lv extracts did not reverse the suppressive effects of higher ethanol. CONCLUSIONS Our results suggest that ACP acts by interacting with the SK channel, to block the facilitatory effect of low concentration of ethanol, on network activity in hippocampal cultures.
Collapse
Affiliation(s)
- Alena Botalova
- Department of Zoology, Perm State University, Perm, Russia
| | - Tatyana Bombela
- Department of Botany, Perm Pharmaceutical Academy, Perm, Russia
| | - Peter Zubov
- Department of Botany, Perm Pharmaceutical Academy, Perm, Russia
| | - Menahem Segal
- Department of Neurobiology, The Weizmann Institute Rehovot, Israel
| | - Eduard Korkotian
- Department of Zoology, Perm State University, Perm, Russia; Department of Neurobiology, The Weizmann Institute Rehovot, Israel.
| |
Collapse
|
6
|
López-Caneda E, Cadaveira F, Correas A, Crego A, Maestú F, Rodríguez Holguín S. The Brain of Binge Drinkers at Rest: Alterations in Theta and Beta Oscillations in First-Year College Students with a Binge Drinking Pattern. Front Behav Neurosci 2017; 11:168. [PMID: 28959193 PMCID: PMC5604281 DOI: 10.3389/fnbeh.2017.00168] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 08/23/2017] [Indexed: 12/23/2022] Open
Abstract
Background: Previous studies have reported anomalous resting brain activity in the electroencephalogram (EEG) of alcoholics, often reflected as increased power in the beta and theta frequency bands. The effects of binge drinking, the most common pattern of excessive alcohol consumption during adolescence and youth, on brain activity at rest is still poorly known. In this study, we sought to assess the pattern of resting-state EEG oscillations in college-aged binge drinkers (BDs). Methods: Resting-state brain activity during eyes-open and eyes-closed conditions was recorded from 60 channels in 80 first-year undergraduate students (40 controls and 40 BDs). Cortical sources activity of EEG rhythms was estimated using exact Low-Resolution Electromagnetic Tomography (eLORETA) analysis. Results: EEG-source localization analysis revealed that BDs showed, in comparison with controls, significantly higher intracranial current density in the beta frequency band over the right temporal lobe (parahippocampal and fusiform gyri) during eyes-open resting state as well as higher intracranial current density in the theta band over the bilateral occipital cortex (cuneus and lingual gyrus) during eyes-closed resting condition. Conclusions: These findings are in line with previous results observing increased beta and/or theta power following chronic or heavy alcohol drinking in alcohol-dependent subjects and BDs. Increased tonic beta and theta oscillations are suggestive of an augmented cortical excitability and of potential difficulties in the information processing capacity in young BDs. Furthermore, enhanced EEG power in these frequency bands may respond to a neuromaturational delay as a result of excessive alcohol consumption during this critical brain developmental period.
Collapse
Affiliation(s)
- Eduardo López-Caneda
- Neuropsychophysiology Lab, Research Center in Psychology (CIPsi), School of Psychology, University of MinhoBraga, Portugal
| | - Fernando Cadaveira
- Department of Clinical Psychology and Psychobiology, University of Santiago de CompostelaSantiago de Compostela, Spain
| | - Angeles Correas
- Laboratory of Cognitive and Computational Neuroscience, Center for Biomedical TechnologyMadrid, Spain
| | - Alberto Crego
- Neuropsychophysiology Lab, Research Center in Psychology (CIPsi), School of Psychology, University of MinhoBraga, Portugal
| | - Fernando Maestú
- Laboratory of Cognitive and Computational Neuroscience, Center for Biomedical TechnologyMadrid, Spain.,Department of Basic Psychology II, Complutense University of MadridMadrid, Spain
| | - Socorro Rodríguez Holguín
- Department of Clinical Psychology and Psychobiology, University of Santiago de CompostelaSantiago de Compostela, Spain
| |
Collapse
|
7
|
Paulucio D, da Costa BM, Santos CG, Velasques B, Ribeiro P, Gongora M, Cagy M, Alvarenga RL, Pompeu FAMS. Acute ethanol and taurine intake affect absolute alpha power in frontal cortex before and after exercise. Neurosci Lett 2017; 657:5-10. [PMID: 28743582 DOI: 10.1016/j.neulet.2017.07.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Revised: 07/04/2017] [Accepted: 07/14/2017] [Indexed: 10/19/2022]
Abstract
Taurine and alcohol has been popularly ingested through energy drinks. Reports from both compounds shows they are active on nervous system but little is known about the acute effect of these substances on the frontal cortex in an exercise approach. The aim of this study was to determine the effects of 0,6mldL-1 of ethanol (ET), 6g of taurine (TA), and taurine with ethanol (TA+ET) intake on absolute alpha power (AAP) in the frontal region, before and after exercise. Nine participants were recruited, five women (22±3years) and four men (26±5years), for a counterbalanced experimental design. For each treatment, the tests were performed considering three moments: "baseline", "peak" and "post-exercise". In the placebo treatment (PL), the frontal areas showed AAP decrease at the post-exercise. However, in the TA, AAP decreased at peak and increased at post-exercise. In the ET treatment, AAP increased at the peak moment for the left frontal electrodes. In the TA+ET treatment, an AAP increase was observed at peak, and it continued after exercise ended. These substances were able to produce electrocortical activity changes in the frontal regions after a short duration and low intensity exercise. Left and right regions showed different AAP dynamics during peak and post-exercise moments when treatments were compared.
Collapse
Affiliation(s)
- Dailson Paulucio
- Biometrics Laboratory, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Postgraduate in Physical Education, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Department of physiology in soccer, Botafogo de Futebol e Regatas, Rio de Janeiro, Brazil.
| | - Bruno M da Costa
- Biometrics Laboratory, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Postgraduate in Physical Education, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Neuroscience Laboratory of Exercise, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Caleb G Santos
- Biometrics Laboratory, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Army Biology Institute, Brazilian Army, Rio de Janeiro, Brazil
| | - Bruna Velasques
- Postgraduate in Physical Education, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro (IPUB/UFRJ), Rio de Janeiro e RJ, Brazil
| | - Pedro Ribeiro
- Postgraduate in Physical Education, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Mariana Gongora
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Mauricio Cagy
- Biomedical Engineering Program, COPPE, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Renato L Alvarenga
- Biometrics Laboratory, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Postgraduate in Physical Education, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Fernando A M S Pompeu
- Biometrics Laboratory, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Postgraduate in Physical Education, School of Physical Education and Sports, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| |
Collapse
|
8
|
Effects of acute alcohol intoxication on executive functions controlling self-regulated behavior. Alcohol 2017; 61:1-8. [PMID: 28599712 DOI: 10.1016/j.alcohol.2017.02.177] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Revised: 12/31/2016] [Accepted: 02/10/2017] [Indexed: 11/23/2022]
Abstract
Alcohol consumption may lead to deficits in the executive functions that govern self-regulation. These deficits could lead to risk-taking behaviors; therefore, it is important to determine the magnitude of these deficits on executive functioning. The purpose of this experiment was to investigate the acute effects of alcohol on three of the executive functions that are hypothesized to affect self-regulation, which are inhibition, set shifting, and working memory, using a mixed-methods study design. The participants were 75 moderate or heavy drinkers between the ages of 21 and 35 who were randomized into one of three beverage conditions (control, placebo, or 0.65-g alcohol dose/kg body weight). Performance on working memory, set shifting, and inhibition were measured pre- and post-beverage consumption. The results showed only a significant interaction in the working memory data, as there was an increase in performance post-beverage relative to pre-beverage for the control participants as compared to the alcohol and placebo participants. It was concluded that the dose of alcohol (BAC = 0.063%) given to moderate to heavy drinkers was not sufficient to cause significant impairment in the executive functions tested. The results were further discussed and methodological concerns were considered, such as the low BAC achieved, practice effects, and insensitivity of tasks.
Collapse
|
9
|
Effects of alprazolam on cortical activity and tremors in patients with essential tremor. PLoS One 2014; 9:e93159. [PMID: 24667763 PMCID: PMC3965529 DOI: 10.1371/journal.pone.0093159] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Accepted: 03/01/2014] [Indexed: 11/19/2022] Open
Abstract
Background Essential tremor (ET) is characterised by postural and action tremors with a frequency of 4–12 Hz. Previous studies suggest that the tremor activity originates in the cerebello-thalamocortical pathways. Alprazolam is a short-acting benzodiazepine that attenuates tremors in ET. The mechanisms that mediate the therapeutic action of alprazolam are unknown; however, in healthy subjects, benzodiazepines increase cortical beta activity. In this study, we investigated the effect of alprazolam both on beta and tremor-related cortical activity and on alterations in tremor presentation in ET patients. Therefore, we characterised the dynamics of tremor and cortical activity in ET patients after alprazolam intake. Methods We recorded hand tremors and contralateral cortical activity in four recordings before and after a single dose of alprazolam. We then computed the changes in tremors, cortico-muscular coherence, and cortical activity at the tremor frequency and in the beta band. Results Alprazolam significantly attenuated tremors (EMG: 76.2±22.68%), decreased cortical activity in the tremor frequency range and increased cortical beta activity in all patients (P<0.05). At the same time, the cortico-muscular coherence at the tremor frequency became non-significant (P<0.05). We also found a significant correlation (r = 0.757, P<0.001) between the reduction in tremor severity and the increased ratio of cortical activity in the beta band to the activity observed in the tremor frequency range. Conclusions This study provides the first quantitative analysis of tremor reduction following alprazolam intake. We observed that the tremor severity decreased in association with an increased ratio of beta to tremor-related cortical activity. We hypothesise that the increase in cortical beta activity may act as a blocking mechanism and may dampen the pathological oscillatory activity, which in turn attenuates the observed tremor.
Collapse
|
10
|
Gevins A, Chan CS, Jiang A, Sam-Vargas L. Neurophysiological pharmacodynamic measures of groups and individuals extended from simple cognitive tasks to more "lifelike" activities. Clin Neurophysiol 2013; 124:870-80. [PMID: 23194853 PMCID: PMC3594131 DOI: 10.1016/j.clinph.2012.10.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2012] [Revised: 09/22/2012] [Accepted: 10/16/2012] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Extend a method to track neurophysiological pharmacodynamics during repetitive cognitive testing to a more complex "lifelike" task. METHODS Alcohol was used as an exemplar psychoactive substance. An equation, derived in an exploratory analysis to detect alcohol's EEGs effects during repetitive cognitive testing, was validated in a Confirmatory Study on a new group whose EEGs after alcohol and placebo were recorded during working memory testing and while operating an automobile driving simulator. RESULTS The equation recognized alcohol by combining five times beta plus theta power. It worked well (p < .0001) when applied to both tasks in the confirmatory group. The maximum EEG effect occurred 2-2.5 h after drinking (>1 h after peak BAC) and remained at 90% at 3.5-4 h (BAC < 50% of peak). Individuals varied in the magnitude and timing of the EEG effect. CONCLUSION The equation tracked the EEG response to alcohol in the Confirmatory Study during both repetitive cognitive testing and a more complex "lifelike" task. The EEG metric was more sensitive to alcohol than several autonomic physiological measures, task performance measures or self-reports. SIGNIFICANCE Using EEG as a biomarker to track neurophysiological pharmacodynamics during complex "lifelike" activities may prove useful for assessing how drugs affect integrated brain functioning.
Collapse
Affiliation(s)
- Alan Gevins
- San Francisco Brain Research Institute & SAM Technology, San Francisco, CA 94131, USA.
| | | | | | | |
Collapse
|
11
|
Gevins A, Chan CS, Sam-Vargas L. Towards measuring brain function on groups of people in the real world. PLoS One 2012; 7:e44676. [PMID: 22957099 PMCID: PMC3434184 DOI: 10.1371/journal.pone.0044676] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2012] [Accepted: 08/10/2012] [Indexed: 11/19/2022] Open
Abstract
In three studies, EEGs from three groups of participants were recorded during progressively more real world situations after drinking alcoholic beverages that brought breath alcohol contents near the limit for driving in California 30 minutes after drinking. A simple equation that measured neurophysiological effects of alcohol in the first group of 15 participants performing repetitive cognitive tasks was applied to a second group of 15 operating an automobile driving simulator, and to a third group of 10 ambulatory people recorded simultaneously during a cocktail party. The equation derived from the first group quantified alcohol’s effect by combining measures of higher frequency (beta) and lower frequency (theta) power into a single score. It produced an Area Under the Receiver Operator Characteristic Curve of .73 (p<.05; 67% sensitivity in recognizing alcohol and 87% specificity in recognizing placebo). Applying the same equation to the second group operating the driving simulator, AUC was .95, (p<.0001; 93% sensitivity and 73% specificity), while for the cocktail party group AUC was .87 (p<.01; 80% sensitivity and 80% specificity). EEG scores were significantly related to breath alcohol content in all studies. Some individuals differed markedly from the overall response evident in their respective groups. The feasibility of measuring the neurophysiological effect of a psychoactive substance from an entire group of ambulatory people at a cocktail party suggests that future studies may be able to fruitfully apply brain function measures derived under rigorously controlled laboratory conditions to assess drug effects on groups of people interacting in real world situations.
Collapse
Affiliation(s)
- Alan Gevins
- San Francisco Brain Research Institute & SAM Technology, San Francisco, California, United States of America.
| | | | | |
Collapse
|
12
|
Gevins A, McEvoy LK, Smith ME, Chan CS, Sam-Vargas L, Baum C, Ilan AB. Long-term and within-day variability of working memory performance and EEG in individuals. Clin Neurophysiol 2012; 123:1291-9. [PMID: 22154302 PMCID: PMC3325329 DOI: 10.1016/j.clinph.2011.11.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2011] [Revised: 11/08/2011] [Accepted: 11/11/2011] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Assess individual-subject long-term and within-day variability of a combined behavioral and EEG test of working memory. METHODS EEGs were recorded from 16 adults performing n-back working memory tasks, with 10 tested in morning and afternoon sessions over several years. Participants were also tested after ingesting non-prescription medications or recreational substances. Performance and EEG measures were analyzed to derive an Overall score and three constituent sub-scores characterizing changes in performance, cortical activation, and alertness from each individual's baseline. Long-term and within-day variability were determined for each score; medication effects were assessed by reference to each individual's normal day-to-day variability. RESULTS Over the several year period, the mean Overall score and sub-scores were approximately zero with standard deviations less than one. Overall scores were lower and their variability higher in afternoon relative to morning sessions. At the group level, alcohol, diphenhydramine and marijuana produced significant effects, but there were large individual differences. CONCLUSIONS Objective working memory measures incorporating performance and EEG are stable over time and sensitive at the level of individual subjects to interventions that affect neurocognitive function. SIGNIFICANCE With further research these measures may be suitable for use in individualized medical care by providing a sensitive assessment of incipient illness and response to treatment.
Collapse
Affiliation(s)
- Alan Gevins
- San Francisco Brain Research Institute & SAM Technology, San Francisco, CA 94131, United States.
| | | | | | | | | | | | | |
Collapse
|
13
|
Gevins A, Ilan AB, Jiang A, Sam-Vargas L, Baum C, Chan CS. Combined neuropsychological and neurophysiological assessment of drug effects on groups and individuals. J Psychopharmacol 2011; 25:1062-75. [PMID: 21106606 DOI: 10.1177/0269881110388334] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
An initial standardized approach for combining neuropsychological and neurophysiological measures in order to assess the neurocognitive effects of drugs in groups and individuals is introduced. Its application is illustrated with sedatives, antiepileptic drugs, psychostimulants, antihistamines, and intoxicants. Task performance, electroencephalography, and evoked potential measures during computerized attention and memory testing that are most sensitive to drug effects are identified in a sample population and then applied to individuals. In six example exploratory studies, drug effects were detected with an average area under curve (AUC) of 0.97 (p < 0.0001; 95% sensitivity, 96% specificity). In 10 example validation studies with other drugs and/or different subjects and populations, detection was strong in the eight studies with drugs and doses known to have significant neurocognitive effects (AUC 0.83, p < 0.0001; 82% sensitivity, 89% specificity), whereas no effect was detected in the two studies with drugs known to have faint neurocognitive effects (AUC 0.56, p > 0.10). Individual differences in response to different drugs with similar clinical uses, to varying doses of the same drug, and in pharmacodynamic response were then demonstrated. The significant (p < 0.01) increase in sensitivity and specificity of combined neuropsychological and neurophysiological measures compared with the former alone suggests that fewer subjects may be needed to assess the neurocognitive effects of drugs in future studies. The findings suggest that the concept of combining neuropsychological testing with simultaneous measures of neurophysiological function is worth further exploration.
Collapse
Affiliation(s)
- Alan Gevins
- San Francisco Brain Research Institute and SAM Technology, San Francisco, CA 94117, USA.
| | | | | | | | | | | |
Collapse
|
14
|
Gevins A, Smith ME, McEvoy LK, Ilan AB, Chan CS, Jiang A, Sam-Vargas L, Abraham G. A cognitive and neurophysiological test of change from an individual's baseline. Clin Neurophysiol 2011; 122:114-20. [PMID: 20619727 PMCID: PMC2976786 DOI: 10.1016/j.clinph.2010.06.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2009] [Revised: 05/05/2010] [Accepted: 06/13/2010] [Indexed: 11/24/2022]
Abstract
OBJECTIVE An automated cognitive neurophysiological test is presented that characterizes how an individual was affected by a drug or treatment. The test calculates sub-scores for working memory task performance, cortical activation, and alertness, and combines the sub-scores into an overall score. METHODS The test was applied in a double-blind, placebo-controlled study of alcohol, caffeine, diphenhydramine, and sleep deprivation in 16 healthy adults. RESULTS The between- and within-day variability of the sub-scores and overall scores for placebo were all near zero, suggesting that the scores are stable. All treatments affected the overall score, while differential effects on sub-scores highlighted the added value of EEG measures. CONCLUSIONS The test is sensitive to relatively mild alterations in cognitive function. Its automation makes it suitable for use in large-scale clinical trials. SIGNIFICANCE By combining task performance with EEG brain function measures, the test may prove to have better sensitivity and specificity in detecting changes due to drugs or other treatments than comparable neuropsychological test batteries that do not directly measure brain function signals.
Collapse
Affiliation(s)
- Alan Gevins
- San Francisco Brain Research Institute & SAM Technology, San Francisco, CA 94117, USA.
| | | | | | | | | | | | | | | |
Collapse
|
15
|
Lansbergen MM, Dumont GJH, van Gerven JMA, Buitelaar JK, Verkes RJ. Acute effects of MDMA (3,4-methylenedioxymethamphetamine) on EEG oscillations: alone and in combination with ethanol or THC (delta-9-tetrahydrocannabinol). Psychopharmacology (Berl) 2011; 213:745-56. [PMID: 20924751 PMCID: PMC3033515 DOI: 10.1007/s00213-010-2031-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2010] [Accepted: 09/20/2010] [Indexed: 01/09/2023]
Abstract
RATIONALE Typical users of 3,4-methylenedioxymethamphetamine (MDMA or "ecstasy") are polydrug users, combining MDMA with alcohol or cannabis [most active compound: delta-9-tetrahydrocannabinol (THC)]. OBJECTIVES The aim of the present study was to investigate whether co-administration of alcohol or THC with MDMA differentially affects ongoing electroencephalogram (EEG) oscillations compared to the administration of each drug alone. METHODS In two separate experiments, 16 volunteers received four different drug conditions: (1) MDMA (100 mg); (2) alcohol clamp (blood alcohol concentration = 0.6‰) or THC (inhalation of 4, 6 and 6 mg, interval of 1.5 h); (3) MDMA in combination with alcohol or THC; and (4) placebo. Before and after drug administration, electroencephalography was recorded during an eyes closed resting state. RESULTS Theta and alpha power increased after alcohol intake compared to placebo and reduced after MDMA intake. No interaction between alcohol and MDMA was found. Significant MDMA x THC effects for theta and lower-1-alpha power indicated that the power attenuation after the combined intake of MDMA and THC was less than the sum of each drug alone. For the lower-2-alpha band, the intake of MDMA or THC alone did not significantly affect power, but the intake of combined MDMA and THC significantly decreased lower-2-alpha power. CONCLUSIONS The present findings indicate that the combined intake of MDMA and THC, but not of MDMA and alcohol, affects ongoing EEG oscillations differently than the sum of either one drug alone. Changes in ongoing EEG oscillations may be related to the impaired task performance that has often been reported after drug intake.
Collapse
Affiliation(s)
- Marieke M. Lansbergen
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands
| | - Glenn J. H. Dumont
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands ,Moleman Psychopharmacology, Amerongen, the Netherlands
| | | | - Jan K. Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands ,Karakter Child and Adolescent Psychiatry University Centre, Nijmegen, the Netherlands
| | - Robbert-Jan Verkes
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands
| |
Collapse
|
16
|
Molnár M, Boha R, Czigler B, Gaál ZA. The Acute Effect of Alcohol on Various Memory Processes. J PSYCHOPHYSIOL 2010. [DOI: 10.1027/0269-8803/a000038] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
This review surveys relevant and recent data of the pertinent literature regarding the acute effect of alcohol on various kinds of memory processes with special emphasis on working memory. The characteristics of different types of long-term memory (LTM) and short-term memory (STM) processes are summarized with an attempt to relate these to various structures in the brain. LTM is typically impaired by chronic alcohol intake but according to some data a single dose of ethanol may have long lasting effects if administered at a critically important age. The most commonly seen deleterious acute effect of alcohol to STM appears following large doses of ethanol in conditions of “binge drinking” causing the “blackout” phenomenon. However, with the application of various techniques and well-structured behavioral paradigms it is possible to detect, albeit occasionally, subtle changes of cognitive processes even as a result of a low dose of alcohol. These data may be important for the consideration of legal consequences of low-dose ethanol intake in conditions such as driving, etc.
Collapse
Affiliation(s)
- Márk Molnár
- Institute for Psychology, Hungarian Academy of Sciences, Budapest, Hungary
| | - Roland Boha
- Institute for Psychology, Hungarian Academy of Sciences, Budapest, Hungary
| | - Balázs Czigler
- Institute for Psychology, Hungarian Academy of Sciences, Budapest, Hungary
| | - Zsófia Anna Gaál
- Institute for Psychology, Hungarian Academy of Sciences, Budapest, Hungary
| |
Collapse
|
17
|
Mitchell DJ, McNaughton N, Flanagan D, Kirk IJ. Frontal-midline theta from the perspective of hippocampal “theta”. Prog Neurobiol 2008; 86:156-85. [PMID: 18824212 DOI: 10.1016/j.pneurobio.2008.09.005] [Citation(s) in RCA: 331] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2007] [Revised: 07/24/2008] [Accepted: 09/03/2008] [Indexed: 11/19/2022]
Affiliation(s)
- Damon J Mitchell
- Department of Psychology and Centre for Neuroscience, University of Otago, Dunedin, New Zealand
| | | | | | | |
Collapse
|
18
|
Kähkönen S. MEG and TMS combined with EEG for mapping alcohol effects. Alcohol 2005; 37:129-33. [PMID: 16713500 DOI: 10.1016/j.alcohol.2006.03.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2005] [Revised: 11/24/2005] [Accepted: 11/29/2005] [Indexed: 10/24/2022]
Abstract
Magnetoencephalography (MEG) is a noninvasive method of studying magnetic fields from outside the skull that are generated by at least partially synchronized neuronal populations in the brain. The advantage of MEG over electroencephalography (EEG) is the transparency of the skull, scalp, and brain tissue to the magnetic fields, which facilitates easy localization of the cortical activity. In MEG, alcohol increased the relative power of the alpha rhythm and reduced the relative power of beta activity in parieto-occipital regions. In contrast, no changes were observed in EEG, indicating that these methods differently detect alcohol's action on the cortex. Furthermore, MEG and EEG also differently detected the effects of alcohol on cognition. Alcohol reduced magnetic and electric auditory N1 and mismatch negativity amplitudes. P3a amplitudes were also reduced in EEG but not in MEG, suggesting that different cortical areas are responsible for alcohol's action on involuntary attention. Transcranial magnetic stimulation (TMS) provides new possibilities for studying localized changes in the electrical properties of the human cortex, especially when combined with EEG. Different cortical areas can be stimulated and the subsequent brain activity can be measured, yielding information about cortical excitability and connectivity. Alcohol modulates EEG responses evoked by motor-cortex TMS, the effects being largest at the right prefrontal cortex (assessed by minimum-norm estimation), meaning that alcohol changed the functional connectivity between motor and prefrontal cortices. Furthermore, alcohol decreases amplitudes of EEG responses after the left prefrontal stimulation of anterior parts of the cortex, which may be associated with the decrease of prefrontal cortical excitability. Taken together, MEG and TMS combined with EEG provide new insight into the focal actions of alcohol on the cortex with a temporal resolution of milliseconds, giving information different from that given by other brain imaging modalities.
Collapse
Affiliation(s)
- Seppo Kähkönen
- BioMag Laboratory, Helsinki University Central Hospital and Cognitive Brain Research Unit, University of Helsinki, Finland.
| |
Collapse
|
19
|
Söderlund H, Parker ES, Schwartz BL, Tulving E. Memory encoding and retrieval on the ascending and descending limbs of the blood alcohol concentration curve. Psychopharmacology (Berl) 2005; 182:305-17. [PMID: 16160875 DOI: 10.1007/s00213-005-0096-2] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2005] [Accepted: 06/10/2005] [Indexed: 10/25/2022]
Abstract
RATIONALE Little is known about acute effects of alcohol on memory encoding and retrieval on different limbs (ascending and descending) of the blood alcohol concentration (BAC) curve. OBJECTIVES This extensive experiment was designed to examine alcohol's effects on memory encoding and retrieval throughout a protracted drinking episode. METHODS In a 9-h session, male participants consumed either alcohol (1 ml/kg) or placebo (n = 32/32) over a period of 90 min and learned various materials in different memory tasks before, during, and after consuming the drinks, while their BAC levels were monitored. A week later, in a similar session, they were tested on learned materials before, during, and after drinking. Mood was assessed throughout both sessions. RESULTS Alcohol impaired recall of words more than recognition, and cued recall most severely. Perceptual priming and picture recognition were not affected by alcohol. Alcohol impaired encoding in cued recall, recognition of completed word fragments, and free recall regardless of limb, but impaired retrieval in word recognition only during the ascending BAC. Alcohol increased negative mood on the descending limb during the first session, and on the ascending limb during the second session. CONCLUSIONS Under naturalistic drinking conditions, alcohol's effects on memory depend on task, memory process, and limb of the BAC curve. The differential effects of alcohol on retrieval during the ascending and descending limbs demonstrate the importance of examining the differential effects on the two limbs.
Collapse
Affiliation(s)
- Hedvig Söderlund
- The Rotman Research Institute, Baycrest Centre for Geriatric Care, Toronto, ON, M6A 2E1, Canada.
| | | | | | | |
Collapse
|
20
|
Ilan AB, Gevins A, Coleman M, ElSohly MA, de Wit H. Neurophysiological and subjective profile of marijuana with varying concentrations of cannabinoids. Behav Pharmacol 2005; 16:487-96. [PMID: 16148455 DOI: 10.1097/00008877-200509000-00023] [Citation(s) in RCA: 127] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
This study investigated the contribution of different cannabinoids to the subjective, behavioral and neurophysiological effects of smoked marijuana. Healthy marijuana users (12 men, 11 women) participated in four sessions. They were randomly assigned to a low or a high delta9-tetrahydrocannabinol group (THC; 1.8% versus 3.6%). In the four sessions under blinded conditions subjects smoked marijuana cigarettes containing placebo (no active cannabinoids), or cigarettes containing THC with low or high levels of cannabichromene (CBC; 0.1% versus 0.5%) and low or high levels of cannabidiol (CBD; 0.2% versus 1.0%). Dependent measures included subjective reports, measures of cognitive task performance and neurophysiological measures [electroencephalographic (EEG) and event-related potential (ERP)]. Compared to placebo, active THC cigarettes produced expected effects on mood, behavior and brain activity. A decrease in performance, reduction in EEG power and attenuation of ERP components reflecting attentional processes were observed during tests of working memory and episodic memory. Most of these effects were not dose-dependent. Varying the concentrations of CBC and CBD did not change subjects' responses on any of the outcome measures. These findings are consistent with previous studies indicating that THC and its metabolites are the primary active constituents of marijuana. They also suggest that neurophysiological EEG and ERP measures are useful biomarkers of the effects of THC.
Collapse
Affiliation(s)
- A B Ilan
- The San Francisco Brain Research Institute and SAM Technology, CA 94108, USA.
| | | | | | | | | |
Collapse
|
21
|
Nikulin VV, Nikulina AV, Yamashita H, Rossi EM, Kähkönen S. Effects of alcohol on spontaneous neuronal oscillations: a combined magnetoencephalography and electroencephalography study. Prog Neuropsychopharmacol Biol Psychiatry 2005; 29:687-93. [PMID: 15905011 DOI: 10.1016/j.pnpbp.2005.04.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/06/2005] [Indexed: 11/17/2022]
Abstract
Electroencephalography (EEG) and magnetoencephalography (MEG) can detect different aspects of alcohol effects on auditory processing measured with event-related potentials and magnetic fields. The present study aimed to detect alcohol-induced changes in spontaneous neuronal oscillations with combined EEG and MEG techniques. The effects of alcohol on spontaneous neuronal rhythms were studied in 12 healthy subjects after 0.8 g/kg alcohol or juice in a double-blind, placebo-controlled, cross-over design using simultaneous high-resolution MEG and EEG in eyes-open and eyes-closed conditions. The data were analyzed with a power spectral density analysis. MEG recording showed that alcohol significantly increased the relative power of alpha rhythm (8-10 Hz) and reduced the relative power of beta activity (17-25 Hz) in both left and right hemispheres, but only in the eyes-closed condition. These effects did not depend on gender. No analogous statistically significant changes were observed in EEG rhythms. However, the power of alpha and beta rhythms was positively correlated in MEG and EEG recordings, indicating that MEG and EEG reflect similar processes. A distinct sensitivity of MEG and EEG to the sources of cortical oscillations, a better signal-to-noise ratio of MEG, as well as strong spatial blurring of potentials in EEG are most likely the reasons for the observed differences in the effects of alcohol on spontaneous oscillations as detected with two methods.
Collapse
Affiliation(s)
- Vadim V Nikulin
- BioMag Laboratory, Engineering Center, Helsinki University Central Hospital, P.O. Box 340, FIN-00029 HUS, Finland
| | | | | | | | | |
Collapse
|
22
|
Ilan AB, Smith ME, Gevins A. Effects of marijuana on neurophysiological signals of working and episodic memory. Psychopharmacology (Berl) 2004; 176:214-22. [PMID: 15502936 PMCID: PMC1463999 DOI: 10.1007/s00213-004-1868-9] [Citation(s) in RCA: 114] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2003] [Accepted: 03/01/2004] [Indexed: 10/26/2022]
Abstract
RATIONALE The primary psychoactive constituent of marijuana, Delta9-THC, activates cannabinoid receptors, which are especially abundant in the frontal cortex and hippocampus. Acute marijuana smoking can disrupt working memory (WM) and episodic memory (EM) functions that are known to rely on these regions. However, the effects of marijuana on the brain activity accompanying such cognitive processes remain largely unexplored. OBJECTIVES To examine such effects on performance and neurophysiological signals of these functions, EEG recordings were obtained from ten subjects (5M, 5F) performing cognitive tasks before and after smoking marijuana (3.45% Delta9-THC) or a placebo. WM was assessed with a spatial N-back task, and EM was evaluated with a test requiring recognition of words after a 5-10 min delay between study and test. RESULTS Marijuana increased heart rate and decreased global theta band EEG power, consistent with increased autonomic arousal. Responses in the WM task were slower and less accurate after smoking marijuana, accompanied by reduced alpha band EEG reactivity in response to increased task difficulty. In the EM task, marijuana was associated with an increased tendency to erroneously identify distracter words as having been previously studied. In both tasks, marijuana attenuated stimulus-locked event-related potentials (ERPs). CONCLUSIONS The results suggest that marijuana disrupted both sustained and transient attention processes resulting in impaired memory task performance. In subjects most affected by marijuana a pronounced ERP difference between previously studied words and new distracter words was also reduced, suggesting disruption of neural mechanisms underlying memory for recent study episodes.
Collapse
Affiliation(s)
- Aaron B Ilan
- San Francisco Brain Research Institute & SAM Technology, 425 Bush Street, San Francisco, CA 94108, USA.
| | | | | |
Collapse
|