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Yoo M, Yang YS, Rah JC, Choi JH. Different resting membrane potentials in posterior parietal cortex and prefrontal cortex in the view of recurrent synaptic strengths and neural network dynamics. Front Cell Neurosci 2023; 17:1153970. [PMID: 37519632 PMCID: PMC10372347 DOI: 10.3389/fncel.2023.1153970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 06/27/2023] [Indexed: 08/01/2023] Open
Abstract
In this study, we introduce the importance of elevated membrane potentials (MPs) in the prefrontal cortex (PFC) compared to that in the posterior parietal cortex (PPC), based on new observations of different MP levels in these areas. Through experimental data and spiking neural network modeling, we investigated a possible mechanism of the elevated membrane potential in the PFC and how these physiological differences affect neural network dynamics and cognitive functions in the PPC and PFC. Our findings indicate that NMDA receptors may be a main contributor to the elevated MP in the PFC region and highlight the potential of using a modeling toolkit to investigate the means by which changes in synaptic properties can affect neural dynamics and potentiate desirable cognitive functions through population activities in the corresponding brain regions.
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Affiliation(s)
- Minsu Yoo
- Korea Brain Research Institute, Daegu, Republic of Korea
| | - Yoon-Sil Yang
- Korea Brain Research Institute, Daegu, Republic of Korea
| | - Jong-Cheol Rah
- Korea Brain Research Institute, Daegu, Republic of Korea
- Daegu Gyeongbuk Institute of Science and Technology, Daegu, Republic of Korea
| | - Joon Ho Choi
- Korea Brain Research Institute, Daegu, Republic of Korea
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2
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Sarangi L, Johnson J. An exploration of associations between hearing aid self-efficacy and other measurable characteristics of naïve and experienced hearing aid users. Int J Audiol 2022; 62:343-349. [PMID: 35200075 DOI: 10.1080/14992027.2022.2042607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVE The present study aimed to clarify the associations between Hearing Aid Self-efficacy (HASE) and other traits such as working memory, personality and hearing aid (HA) experience. DESIGN AND STUDY SAMPLE Fifty-four adults (both naïve and experienced HA users) were included in this exploratory descriptive study. Their working memory, personality, HASE, HA experience and practical HA skills were evaluated. RESULTS HA experience had a significant positive association with self-efficacy for basic and advanced HA handling abilities. Working memory and personality traits were not related to HASE. For the experienced HA users, HASE was not related to HA skills. However, the openness personality trait had a significant positive association with HA skills. CONCLUSIONS The positive association between HASE and HA experience supported the theory that HASE might be improved through mastery experiences. Possessing certain cognitive abilities or specific personality traits is not a prerequisite for having high HASE. This study also supports previous findings that HASE is not related to HA skills, bringing into question whether improving HASE will also improve HA outcomes. However, for experienced participants, aspects of personality and cognition might play a role in mediating the association between HASE and HA skills.
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Affiliation(s)
- Lipika Sarangi
- School of Communication Sciences and Disorders, University of Memphis, Memphis, TN, USA
| | - Jani Johnson
- School of Communication Sciences and Disorders, University of Memphis, Memphis, TN, USA
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3
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Zacharopoulos G, Kadosh Cohen R. Predicting Working Memory Capacity Based on Glutamatergic Concentration and its Modulation of Functional Connectivity. Neuroscience 2020; 457:12-19. [PMID: 33212221 DOI: 10.1016/j.neuroscience.2020.10.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 10/23/2020] [Accepted: 10/28/2020] [Indexed: 10/23/2022]
Abstract
Working memory (WM) capacity, the amount of information one can hold online in mind, has a central role in cognition. Previous electrophysiological and imaging studies revealed the pivotal role of persistent activity within parietal and frontal regions as the neural foundations underpinning WM capacity. The best candidate molecules determining persistent activity are the brain's major excitatory and inhibitory neurotransmitters, glutamate and gamma-aminobutyric acid (GABA), respectively. However, our knowledge of these neurophysiological determinants in forming WM capacity is still poor. Using magnetic resonance spectroscopy (MRS), we examined the contribution of glutamate and GABA within the left intraparietal sulcus (IPS) and the left inferior/middle frontal gyrus (FG) in tracking WM capacity. A positive association was found between glutamate within the left IPS and WM capacity. By utilising resting-state functional MRI, we identified a negative association between parieto-cingulate connectivity and WM capacity. Individual variation in parieto-cingulate connectivity was explained by glutamatergic concentration in the IPS. Moreover, we found that parieto-cingulate connectivity mediated the relationship between interparietal sulcus glutamate and WM capacity. This set of findings reveals a novel mechanistic insight by which glutamatergic concentration within the IPS shapes WM capacity via parieto-cingulate connectivity.
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Affiliation(s)
- George Zacharopoulos
- Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, UK.
| | - Roi Kadosh Cohen
- Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, UK
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4
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Leone C, Moumdjian L, Patti F, Vanzeir E, Baert I, Veldkamp R, Van Wijmeersch B, Feys P. Comparing 16 Different Dual-Tasking Paradigms in Individuals With Multiple Sclerosis and Healthy Controls: Working Memory Tasks Indicate Cognitive-Motor Interference. Front Neurol 2020; 11:918. [PMID: 32982934 PMCID: PMC7485559 DOI: 10.3389/fneur.2020.00918] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 07/16/2020] [Indexed: 11/15/2022] Open
Abstract
Background: Cognitive–motor interference (CMI) is measured by dual-tasking (DT), which involves motor and cognitive tasks. There is no consensus as to whether CMI is present in multiple sclerosis (MS). Objectives: We investigated the effects of 16 DT conditions by measuring motor complexity, cognitive domain, and task difficulty. Method: In total, 40 persons with MS (pwMSs) with Expanded Disease Status Scale (EDSS) 3.2 ± 1.7 and 31 age- and sex-matched healthy controls (HCs) completed 2 single walking, 8 single cognitive, and 2 complex walking tasks and 16 cognitive–motor DT. The main outcomes were mean values of gait velocity and the percentage change from single to DT (motor DT costs, mDTCs) and mean values of cognitive task accuracy and the percentage changes (cognitive DTC, cDTC). Results: Two-way analyses of variance showed the main effect of cognitive task yielded an F ratio of F(4, 268) = 72.35, p < 0.01, for mean gait velocity, and an F ratio of F(4, 304) = 17.12, p < 0.001, for mDTC, indicating that the mean velocity was significantly lower and the mDTC significantly higher for DS_B (mean = 1.27, SD = 0.03, and mean = 13.52, SD = 1.28, respectively). The main effect of cognitive task yielded an F ratio of F(4, 116) = 84.32, p < 0.001, with the lowest average accuracy for DS_B (mean = 43.95, SD = 3.33); no effect was found for cDTC. In pwMSs, the EDSS accounted for 28% (F = 13.65, p = 0.001) of variance in a model predicting the highest mDTC. Conclusions: Overall, among different cognitive tasks added, the Digit Span backward was the most interfering cognitive task over gait velocity and accuracy. The effect was similar independently from the motor complexity and the group. PwMSs and HCs behaved in a similar manner at all motor complexity levels and during all cognitive task.
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Affiliation(s)
- Carmela Leone
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium
| | - Lousin Moumdjian
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium.,Faculty of Arts and Philosophy, IPEM Institute of Psychoacoustics and Electronic Music, Ghent University, Ghent, Belgium
| | - Francesco Patti
- Section of Neurosciences, Department of Medical Sciences, Surgical and Advanced Technologies G.F. Ingrassia, University of Catania, Catania, Italy
| | - Ellen Vanzeir
- Rehabilitation and MS Centre Overpelt, Overpelt, Belgium
| | - Ilse Baert
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium
| | - Renee Veldkamp
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium
| | - Bart Van Wijmeersch
- Rehabilitation and MS Centre Overpelt, Overpelt, Belgium.,FBI, BIOMED, Faculty of Life Sciences and Physiotherapy, Hasselt University, Hasselt, Belgium
| | - Peter Feys
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Hasselt, Belgium
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Vaughan RS, Laborde S. Attention, working-memory control, working-memory capacity, and sport performance: The moderating role of athletic expertise. Eur J Sport Sci 2020; 21:240-249. [PMID: 32129718 DOI: 10.1080/17461391.2020.1739143] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The aim of this research was to detangle the association between attention, working-memory (focusing on both control and capacity functions), and sport performance across athletic expertise. Specifically, the mediating effect of working-memory-control and working-memory-capacity on the attention and performance relationship will be investigated, and whether this effect differs across athlete expertise. A sample of 359 athletes (Mage = 18.91 ± SD = 1.01; 54.87% male) with a range of athletic expertise (novice n = 99, amateur n = 92, elite n = 87, and super-elite n = 81) completed a battery of neurocognitive tasks assessing attention, working-memory-control, working-memory-capacity, and a cognitively engaging motor task (e.g. basketball free-throw task). Athletes with more expertise performed better on tasks of attention, working-memory-control and working-memory-capacity. Results of structural equation modelling indicated a positive association between the cognitive measures and sport performance. Specifically, working-memory-control and working-memory-capacity mediated the attention and sport performance relationship. Additionally, invariance testing indicated larger effects for those with more athletic expertise. These findings provide a better understanding of how attention and the control and capacity functions of working-memory interact to predict performance. Theoretical and practical implications of these results are discussed.
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Affiliation(s)
- Robert S Vaughan
- School of Psychological and Social Sciences, York St John University, York, UK
| | - Sylvain Laborde
- German Sport University Cologne, Cologne, Germany.,University of Caen, Caen, France
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Abstract
People with synaesthesia (e.g., experiencing colours for letters and numbers) have been reported to possess enhanced memory relative to the general population. However, there are also inconsistencies in this literature and it is unclear whether this reflects sampling error (exacerbated by low Ns) or more meaningful differences that arise because synaesthesia relates to some aspects of memory more than others. To this end, a multi-level meta-analysis was conducted. Synaesthetes have enhanced long-term (episodic) memory with a medium population effect size ( dˆ = 0.61), whereas the effects on working memory (short-term memory) were significantly smaller ( dˆ = 0.36) but still exceeded that of controls. Moderation analyses suggested that, aside from the division between long-term vs. working memory, the effects of synaesthesia are pervasive, i.e., they extend to all kinds of stimuli, and extend to all kinds of test formats. This pattern is hard to reconcile with the view that synaesthetic experiences directly support memory ability: for instance, digit span (where synaesthesia could be helpful) showed a small effect whereas episodic memory for abstract images (where synaesthesia is irrelevant) yielded larger effects. Synaesthesia occupies a unique position of being the only known neurodevelopmental condition linked to a pervasive enhancement of long-term memory.
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Affiliation(s)
- Jamie Ward
- a School of Psychology, University of Sussex , Brighton , UK
| | - Andy P Field
- a School of Psychology, University of Sussex , Brighton , UK
| | - Taylor Chin
- a School of Psychology, University of Sussex , Brighton , UK
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7
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Abstract
Prospective memory refers to the planning, retention, retrieval, and execution of intentions for future behaviours and it is integral to the enterprise of daily living. Although prospective memory relies upon retrospective memory and executive processes often disrupted by pain, limited research has explored the influence of acute or chronic pain on the ability to complete prospective memory tasks. In the present study we investigated the influence of acute pain on prospective memory tasks that varied in their demands on executive processes (i.e., non-focal versus focal prospective memory cues). Complex-span working memory tasks were also administered to examine whether individual differences in working memory capacity moderated any negative impact of pain on prospective memory. Acute pain significantly impaired prospective memory performance in conditions that encouraged non-focal strategic processing of prospective memory cues, but not in conditions that encouraged more spontaneous focal processing. Individual differences in working memory capacity did not moderate the effect of acute pain on non-focal prospective memory. These findings provide new insights into prospective memory dysfunction created by painful experiences.
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Affiliation(s)
- Margarida Pitães
- a Department of Psychology , Arizona State University , Tempe , USA
| | - Chris Blais
- a Department of Psychology , Arizona State University , Tempe , USA
| | - Paul Karoly
- a Department of Psychology , Arizona State University , Tempe , USA
| | - Morris A Okun
- a Department of Psychology , Arizona State University , Tempe , USA
| | - Gene A Brewer
- a Department of Psychology , Arizona State University , Tempe , USA
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Ouerchefani R, Ouerchefani N, Allain P, Ben Rejeb MR, Le Gall D. Relationships between executive function, working memory, and decision-making on the Iowa Gambling Task: Evidence from ventromedial patients, dorsolateral patients, and normal subjects. J Neuropsychol 2018; 13:432-461. [PMID: 29667317 DOI: 10.1111/jnp.12156] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 03/11/2018] [Indexed: 11/30/2022]
Abstract
The results of previous studies are inconsistent in regard to the relationship between the Iowa Gambling Task (IGT), working-memory (WM), and executive tasks, and whether these cognitive processes could be considered as mechanisms underlying a decision-making deficit. Moreover, the relationship between the IGT and executive measures is examined based on a limited number of executive tasks, within different populations showing diffuse damage. In addition, there are fewer studies carried out within control participants, with those studies also being inconclusive. It is also suggested that the association of the IGT performance with executive tasks depends on whether the IGT was running under ambiguity or under risk. In this work, all of these issues are studied. Results showed that both patients with ventromedial (VMPFC, N = 10) and dorsolateral (DLPFC, N = 10) prefrontal cortex lesions are significantly impaired on almost all executive tasks, WM tasks, and the IGT. Furthermore, when the IGT is run under risk, there are significant correlations between executive measures and the IGT for the DLPFC patients and the control participants (N = 34) but not the VMPFC patients. No correlation was found between WM tasks and the IGT for both frontal subgroups and control participants. These findings suggested that the mechanisms underlying the IGT deficit differ according to the lesion locations.
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Affiliation(s)
- Riadh Ouerchefani
- High Institute of Human Sciences, University of Tunis El Manar, Tunis, Tunisia.,Laboratory of Psychology of Pays de la Loire (EA 4638), University of Angers, France
| | | | - Philippe Allain
- Laboratory of Psychology of Pays de la Loire (EA 4638), University of Angers, France
| | | | - Didier Le Gall
- Laboratory of Psychology of Pays de la Loire (EA 4638), University of Angers, France
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9
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Abstract
INTRODUCTION Chronic subjective tinnitus is associated with cognitive disruptions affecting perception, thinking, language, reasoning, problem solving, memory, visual tasks (reading) and attention. OBJECTIVE To evaluate existence of any association between tinnitus parameters and neuropsychological performance to explain cognitive processing. MATERIALS AND METHODS Study design was prospective, consisting 25 patients with idiopathic chronic subjective tinnitus and gave informed consent before planning their treatment. Neuropsychological profile included (i) performance on verbal information, comprehension, arithmetic and digit span; (ii) non-verbal performance for visual pattern completion analogies; (iii) memory performance for long-term, recent, delayed-recall, immediate-recall, verbal-retention, visualretention, visual recognition; (iv) reception, interpretation and execution for visual motor gestalt. Correlation between tinnitus onset duration/ loudness perception with neuropsychological profile was assessed by calculating Spearman's coefficient. RESULTS Findings suggest that tinnitus may interfere with cognitive processing especially performance on digit span, verbal comprehension, mental balance, attention & concentration, immediate recall, visual recognition and visual-motor gestalt subtests. Negative correlation between neurocognitive tasks with tinnitus loudness and onset duration indicated their association. Positive correlation between tinnitus and visual-motor gestalt performance indicated the brain dysfunction. CONCLUSION Tinnitus association with non-auditory processing of verbal, visual and visuo-spatial information suggested neuroplastic changes that need to be targeted in cognitive rehabilitation.
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Affiliation(s)
- Sunita Gudwani
- Rehabilitation Unit of Audiological & Speech Disorders, Department of Otorhinolaryngology & Head-neck Surgery, AIIMS, New Delhi, India,
| | - Sanjay K Munjal
- Speech and Hearing Unit, Department of Otolaryngology, PGIMER, Chandigarh, India,
| | - Naresh K Panda
- Department of Otolaryngology, PGIMER, Chandigarh, India,
| | - Adarsh Kohli
- Psychology Unit, Department of Psychiatry, PGIMER, Chandigarh, India,
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10
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Viejo G, Khamassi M, Brovelli A, Girard B. Modeling choice and reaction time during arbitrary visuomotor learning through the coordination of adaptive working memory and reinforcement learning. Front Behav Neurosci 2015; 9:225. [PMID: 26379518 PMCID: PMC4549628 DOI: 10.3389/fnbeh.2015.00225] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 08/10/2015] [Indexed: 11/18/2022] Open
Abstract
Current learning theory provides a comprehensive description of how humans and other animals learn, and places behavioral flexibility and automaticity at heart of adaptive behaviors. However, the computations supporting the interactions between goal-directed and habitual decision-making systems are still poorly understood. Previous functional magnetic resonance imaging (fMRI) results suggest that the brain hosts complementary computations that may differentially support goal-directed and habitual processes in the form of a dynamical interplay rather than a serial recruitment of strategies. To better elucidate the computations underlying flexible behavior, we develop a dual-system computational model that can predict both performance (i.e., participants' choices) and modulations in reaction times during learning of a stimulus–response association task. The habitual system is modeled with a simple Q-Learning algorithm (QL). For the goal-directed system, we propose a new Bayesian Working Memory (BWM) model that searches for information in the history of previous trials in order to minimize Shannon entropy. We propose a model for QL and BWM coordination such that the expensive memory manipulation is under control of, among others, the level of convergence of the habitual learning. We test the ability of QL or BWM alone to explain human behavior, and compare them with the performance of model combinations, to highlight the need for such combinations to explain behavior. Two of the tested combination models are derived from the literature, and the latter being our new proposal. In conclusion, all subjects were better explained by model combinations, and the majority of them are explained by our new coordination proposal.
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Affiliation(s)
- Guillaume Viejo
- Sorbonne Université, Université Pierre et Marie Curie, Univ Paris 06, UMR 7222, Institut des Systèmes Intelligents et de Robotique Paris, France ; Centre National de la Recherche Scientifique, UMR 7222, ISIR Paris, France
| | - Mehdi Khamassi
- Sorbonne Université, Université Pierre et Marie Curie, Univ Paris 06, UMR 7222, Institut des Systèmes Intelligents et de Robotique Paris, France ; Centre National de la Recherche Scientifique, UMR 7222, ISIR Paris, France
| | - Andrea Brovelli
- Institut de Neurosciences de la Timone, UMR 7289, Centre National de la Recherche Scientifique - Aix Marseille Université Marseille, France
| | - Benoît Girard
- Sorbonne Université, Université Pierre et Marie Curie, Univ Paris 06, UMR 7222, Institut des Systèmes Intelligents et de Robotique Paris, France ; Centre National de la Recherche Scientifique, UMR 7222, ISIR Paris, France
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11
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Jäger LA, Benz L, Roeser J, Dillon BW, Vasishth S. Teasing apart retrieval and encoding interference in the processing of anaphors. Front Psychol 2015; 6:506. [PMID: 26106337 PMCID: PMC4460324 DOI: 10.3389/fpsyg.2015.00506] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Accepted: 04/09/2015] [Indexed: 11/13/2022] Open
Abstract
Two classes of account have been proposed to explain the memory processes subserving the processing of reflexive-antecedent dependencies. Structure-based accounts assume that the retrieval of the antecedent is guided by syntactic tree-configurational information without considering other kinds of information such as gender marking in the case of English reflexives. By contrast, unconstrained cue-based retrieval assumes that all available information is used for retrieving the antecedent. Similarity-based interference effects from structurally illicit distractors which match a non-structural retrieval cue have been interpreted as evidence favoring the unconstrained cue-based retrieval account since cue-based retrieval interference from structurally illicit distractors is incompatible with the structure-based account. However, it has been argued that the observed effects do not necessarily reflect interference occurring at the moment of retrieval but might equally well be accounted for by interference occurring already at the stage of encoding or maintaining the antecedent in memory, in which case they cannot be taken as evidence against the structure-based account. We present three experiments (self-paced reading and eye-tracking) on German reflexives and Swedish reflexive and pronominal possessives in which we pit the predictions of encoding interference and cue-based retrieval interference against each other. We could not find any indication that encoding interference affects the processing ease of the reflexive-antecedent dependency formation. Thus, there is no evidence that encoding interference might be the explanation for the interference effects observed in previous work. We therefore conclude that invoking encoding interference may not be a plausible way to reconcile interference effects with a structure-based account of reflexive processing.
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Affiliation(s)
- Lena A Jäger
- Department of Linguistics, University of Potsdam Potsdam, Germany
| | - Lena Benz
- Department of Linguistics, University of Potsdam Potsdam, Germany
| | - Jens Roeser
- Department of Psychology, Nottingham Trent University Nottingham, UK
| | - Brian W Dillon
- Department of Linguistics, University of Massachusetts Amherst, MA, USA
| | - Shravan Vasishth
- Department of Linguistics, University of Potsdam Potsdam, Germany
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12
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Cousijn J, Vingerhoets WAM, Koenders L, de Haan L, van den Brink W, Wiers RW, Goudriaan AE. Relationship between working-memory network function and substance use: a 3-year longitudinal fMRI study in heavy cannabis users and controls. Addict Biol 2014; 19:282-93. [PMID: 24589297 DOI: 10.1111/adb.12111] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Deficient executive functions play an important role in the development of addiction. Working-memory may therefore be a powerful predictor of the course of drug use, but chronic substance use may also impair working-memory. The aim of this 3-year longitudinal neuro-imaging study was to investigate the relationship between substance use (e.g. alcohol, cannabis, nicotine, illegal psychotropic drugs) and working-memory network function over time in heavy cannabis users and controls. Forty-nine participants performed an n-back working-memory task at baseline and at 3-year follow-up. At follow-up, there were 22 current heavy cannabis users, 4 abstinent heavy cannabis users and 23 non-cannabis-using controls. Tensor-independent component analysis (Tensor-ICA) was used to investigate individual differences in working-memory network functionality over time. Within the group of cannabis users, cannabis-related problems remained stable, whereas alcohol-related problems, nicotine dependence and illegal psychotropic substance use increased over time. At both measurements, behavioral performance and network functionality during the n-back task did not differ between heavy cannabis users and controls. Although n-back accuracy improved, working-memory network function remained stable over time. Within the group of cannabis users, working-memory network functionality was not associated with substance use. These results suggest that sustained moderate to heavy levels of cannabis, nicotine, alcohol and illegal psychotropic substance use do not change working-memory network functionality. Moreover, baseline network functionality did not predict cannabis use and related problems three years later, warranting longitudinal studies in more chronic or dependent cannabis users.
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Affiliation(s)
- Janna Cousijn
- Addiction Development and Psychopathology (ADAPT) Lab; Department of Psychology; University of Amsterdam; The Netherlands
- Department of Psychiatry; Academic Medical Centre; University of Amsterdam; The Netherlands
- Department of Psychology; Leiden University; The Netherlands
| | | | - Laura Koenders
- Department of Psychiatry; Academic Medical Centre; University of Amsterdam; The Netherlands
| | - Lieuwe de Haan
- Department of Psychiatry; Academic Medical Centre; University of Amsterdam; The Netherlands
| | - Wim van den Brink
- Department of Psychiatry; Academic Medical Centre; University of Amsterdam; The Netherlands
| | - Reinout W. Wiers
- Addiction Development and Psychopathology (ADAPT) Lab; Department of Psychology; University of Amsterdam; The Netherlands
| | - Anna E. Goudriaan
- Department of Psychiatry; Academic Medical Centre; University of Amsterdam; The Netherlands
- Arkin Mental Health; The Netherlands
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13
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Cousijn J, Wiers RW, Ridderinkhof KR, van den Brink W, Veltman DJ, Goudriaan AE. Effect of baseline cannabis use and working-memory network function on changes in cannabis use in heavy cannabis users: a prospective fMRI study. Hum Brain Mapp 2013; 35:2470-82. [PMID: 24038570 DOI: 10.1002/hbm.22342] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2012] [Revised: 04/08/2013] [Accepted: 05/19/2013] [Indexed: 11/08/2022] Open
Abstract
Theoretical models of addiction suggest that a substance use disorder represents an imbalance between hypersensitive motivational processes and deficient regulatory executive functions. Working-memory (a central executive function) may be a powerful predictor of the course of drug use and drug-related problems. Goal of the current functional magnetic resonance imaging study was to assess the predictive power of working-memory network function for future cannabis use and cannabis-related problem severity in heavy cannabis users. Tensor independent component analysis was used to investigate differences in working-memory network function between 32 heavy cannabis users and 41 nonusing controls during an N-back working-memory task. In addition, associations were examined between working-memory network function and cannabis use and problem severity at baseline and at 6-month follow-up. Behavioral performance and working-memory network function did not significantly differ between heavy cannabis users and controls. However, among heavy cannabis users, individual differences in working-memory network response had an independent effect on change in weekly cannabis use 6 months later (ΔR(2) = 0.11, P = 0.006, f(2) = 0.37) beyond baseline cannabis use (ΔR(2) = 0.41) and a behavioral measure of approach bias (ΔR(2) = 0.18): a stronger network response during the N-back task was related to an increase in weekly cannabis use. These findings imply that heavy cannabis users requiring greater effort to accurately complete an N-back working-memory task have a higher probability of escalating cannabis use. Working-memory network function may be a biomarker for the prediction of course and treatment outcome in cannabis users.
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Affiliation(s)
- Janna Cousijn
- ADAPT-lab, Department of Psychology, University of Amsterdam, The Netherlands; Department of Psychiatry, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands; Amsterdam Institute for Addiction Research, Amsterdam, The Netherlands; Department of Psychology, Leiden University, Leiden, The Netherlands
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Nenert R, Viswanathan S, Dubuc DM, Visscher KM. Modulations of ongoing alpha oscillations predict successful short-term visual memory encoding. Front Hum Neurosci 2012; 6:127. [PMID: 22586390 PMCID: PMC3347628 DOI: 10.3389/fnhum.2012.00127] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2011] [Accepted: 04/19/2012] [Indexed: 11/13/2022] Open
Abstract
Alpha-frequency band oscillations have been shown to be one of the most prominent aspects of neuronal ongoing oscillatory activity, as reflected by electroencephalography (EEG) recordings. First thought to reflect an idling state, a recent framework indicates that alpha power reflects cortical inhibition. In the present study, the role of oscillations in the upper alpha-band (12 Hz) was investigated during a change-detection test of short-term visual memory. If alpha oscillations arise from a purely inhibitory process, higher alpha power before sample stimulus presentation would be expected to correlate with poorer performance. Instead, participants with faster reaction-times showed stronger alpha power before the sample stimulus in frontal and posterior regions. Additionally, faster participants showed stronger alpha desynchronization after the stimulus in a group of right frontal and left posterior electrodes. The same pattern of electrodes showed stronger alpha with higher working-memory load, so that when more items were processed, alpha power desynchronized faster after the stimulus. During memory maintenance, alpha power was greater when more items were held in memory, likely due to a faster resynchronization. These data are consistent with the hypothesis that the level of suppression of alpha power by stimulus presentation is an important factor for successfully encoding visual stimuli. The data are also consistent with a role for alpha as actively participating in attentional processes.
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Affiliation(s)
- Rodolphe Nenert
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham AL, USA
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15
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Meiran N, Cole MW, Braver TS. When planning results in loss of control: intention-based reflexivity and working-memory. Front Hum Neurosci 2012; 6:104. [PMID: 22586382 PMCID: PMC3347625 DOI: 10.3389/fnhum.2012.00104] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2012] [Accepted: 04/09/2012] [Indexed: 11/13/2022] Open
Abstract
In this review, the authors discuss the seemingly paradoxical loss of control associated with states of high readiness to execute a plan, termed "intention-based reflexivity." The review suggests that the neuro-cognitive systems involved in the preparation of novel plans are different than those involved in preparation of practiced plans (i.e., those that have been executed beforehand). When the plans are practiced, intention-based reflexivity depends on the prior availability of response codes in long-term memory (LTM). When the plans are novel, reflexivity is observed when the plan is pending and the goal has not yet been achieved. Intention-based reflexivity also depends on the availability of working-memory (WM) limited resources and the motivation to prepare. Reflexivity is probably related to the fact that, unlike reactive control (once a plan is prepared), proactive control tends to be relatively rigid.
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Affiliation(s)
- Nachshon Meiran
- Department of Psychology and Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev Beer-Sheva, Israel
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16
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Barde LHF, Schwartz MF, Chrysikou EG, Thompson-Schill SL. Reduced short-term memory span in aphasia and susceptibility to interference: contribution of material-specific maintenance deficits. Neuropsychologia 2010; 48:909-20. [PMID: 19925813 PMCID: PMC2828523 DOI: 10.1016/j.neuropsychologia.2009.11.010] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2009] [Revised: 11/04/2009] [Accepted: 11/11/2009] [Indexed: 11/17/2022]
Abstract
Semantic short-term memory (STM) deficits have been traditionally defined as an inability to maintain semantic representations over a delay (Martin et al., 1994b). Yet some patients with semantic STM deficits make numerous intrusions of items from previously presented lists, thus presenting an interesting paradox: why should an inability to maintain semantic representations produce an increase in intrusions from earlier lists? In this study, we investigated the relationship between maintenance deficits and susceptibility to interference in a group of 20 aphasic patients characterized with weak semantic or weak phonological STM. Patients and matched control participants performed a modified item-recognition task designed to elicit semantic or phonological interference from list items located one, two, or three trials back (Hamilton & Martin, 2007). Controls demonstrated significant effects of interference in both versions of the task. Interference in patients was predicted by the type and severity of their STM deficit; that is, shorter semantic spans were associated with greater semantic interference and shorter phonological spans were associated with greater phonological interference. We interpret these results through a new perspective, the reactivation hypothesis, and we discuss their importance for accounts emphasizing the contribution of maintenance mechanisms for STM impairments in aphasia as well as susceptibility to interference.
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Affiliation(s)
- Laura H F Barde
- Moss Rehabilitation Research Institute, Philadelphia, PA, United States; University of Pennsylvania, Philadelphia, PA, United States.
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