The Preliminary Investigation of Multi-Level Working Memory in Predicting Anxiety/Depressive Symptomatology in Childhood/Adolescence

2019 ◽  
Author(s):  
Brian Kavanaugh ◽  
Alexa Fryc ◽  
Simona Temereanca Ibanescu ◽  
Eric Tirrell ◽  
Lindsay Oberman ◽  
...  
Keyword(s):  
Working Memory ◽  
Depressive Symptomatology ◽  
Preliminary Investigation ◽  
Gamma Oscillations ◽  
Composite Score ◽  
Clinical Markers ◽  
Measurement Variability ◽  
Parent Questionnaire ◽  
Gamma Power ◽  
Multi Level

Prior research in working memory (WM) has been hampered by measurement variability and a lack of integration of neural and clinical markers. This study sought to examine whether a multi-level composite of WM with neural, cognitive, and behavioral levels could predict childhood affective symptomatology in seventeen children and adolescents receiving outpatient mental health services. WM-related theta/gamma oscillations at the F3 electrode were measured via electroencephalography (EEG) recording during a spatial WM task. Other measures included a neuropsychological measure of WM, parent questionnaire assessing WM, and self-reported affective symptoms. Gamma power and theta-gamma coupling, but not theta power, predicted high WM demands performance (i.e., 16-19% of variance). Two composite scores were created consisting of gamma power or theta-gamma coupling, clinical WM measure performance, and parent-reported WM symptoms. These multi-level composite score predicted self-reported depressive (22-32% of variance) symptoms, while only the gamma-version of the composite predicted anxious symptoms (39% of variance compared to 12% of variance). A WM composite score consisting of neural, cognitive, and behavioral levels predicted the severity of childhood affective symptomatology. WM, like other EFs, is highly complex and may be most appropriately measured in clinical and research settings with a combination of neural, cognitive, and behavioral measures.

scholarly journals GSK3β inhibition restores cortical gamma oscillation and cognitive behavior in a mouse model of NMDA receptor hypofunction relevant to schizophrenia

2020 ◽  
Vol 45 (13) ◽  
pp. 2207-2218
Author(s):  
Kazuhito Nakao ◽  
Mahendra Singh ◽  
Kiran Sapkota ◽  
Bailey C. Hagler ◽  
Robert N. Hunter ◽  
...  
Keyword(s):  
Working Memory ◽  
Mouse Model ◽  
Spatial Working Memory ◽  
Gamma Oscillations ◽  
Gamma Oscillation ◽  
Mutant Mice ◽  
Patch Clamp Recording ◽  
Behavioral Deficits ◽  
Gamma Power ◽  
Sensory Evoked

Abstract Cortical gamma oscillations are believed to be involved in mental processes which are disturbed in schizophrenia. For example, the magnitudes of sensory-evoked oscillations, as measured by auditory steady-state responses (ASSRs) at 40 Hz, are robustly diminished, whereas the baseline gamma power is enhanced in schizophrenia. Such dual gamma oscillation abnormalities are also present in a mouse model of N-methyl-D-aspartate receptor hypofunction (Ppp1r2cre/Grin1 knockout mice). However, it is unclear whether the abnormal gamma oscillations are associated with dysfunction in schizophrenia. We found that glycogen synthase kinase-3 (GSK3) is overactivated in corticolimbic parvalbumin-positive GABAergic interneurons in Grin1 mutant mice. Here we addressed whether GSK3β inhibition reverses both abnormal gamma oscillations and behavioral deficits with high correlation by pharmacological and genetic approach. We demonstrated that the paralog selective-GSK3β inhibitor, but not GSK3α inhibitor, normalizes the diminished ASSRs, excessive baseline gamma power, and deficits in spatial working memory and prepulse inhibition (PPI) of acoustic startle in Grin1 mutant mice. Cell-type specific GSK3B knockdown, but not GSK3A knockdown, also reversed abnormal gamma oscillations and behavioral deficits. Moreover, GSK3B knockdown, but not GSK3A knockdown, reverses the mutants’ in vivo spike synchrony deficits. Finally, ex vivo patch-clamp recording from pairs of neighboring cortical pyramidal neurons showed a reduction of synchronous spontaneous inhibitory-postsynaptic-current events in mutants, which was reversed by GSK3β inhibition genetically and pharmacologically. Together, GSK3β inhibition in corticolimbic interneurons ameliorates the deficits in spatial working memory and PPI, presumably by restoration of synchronous GABA release, synchronous spike firing, and evoked-gamma power increase with lowered baseline power.

A preliminary investigation of childhood anxiety/depressive symptomatology and working memory across multiple units of analysis

2021 ◽  
Vol 298 ◽  
pp. 113786
Author(s):  
Brian C. Kavanaugh ◽  
Alexa Fryc ◽  
Simona Temereanca ◽  
Eric Tirrell ◽  
Lindsay Oberman ◽  
...  
Keyword(s):  
Working Memory ◽  
Depressive Symptomatology ◽  
Preliminary Investigation ◽  
Childhood Anxiety ◽  
Units Of Analysis ◽  
Multiple Units

Theta and Gamma Power Increases and Alpha/Beta Power Decreases with Memory Load in an Attractor Network Model

2011 ◽  
Vol 23 (10) ◽  
pp. 3008-3020 ◽  
Author(s):  
Mikael Lundqvist ◽  
Pawel Herman ◽  
Anders Lansner
Keyword(s):  
Working Memory ◽  
Single Cell ◽  
Network Model ◽  
Memory Load ◽  
Cell Activity ◽  
Gamma Oscillations ◽  
Attractor Network ◽  
Beta Power ◽  
Gamma Power ◽  
Alpha Beta

Changes in oscillatory brain activity are strongly correlated with performance in cognitive tasks and modulations in specific frequency bands are associated with working memory tasks. Mesoscale network models allow the study of oscillations as an emergent feature of neuronal activity. Here we extend a previously developed attractor network model, shown to faithfully reproduce single-cell activity during retention and memory recall, with synaptic augmentation. This enables the network to function as a multi-item working memory by cyclic reactivation of up to six items. The reactivation happens at theta frequency, consistently with recent experimental findings, with increasing theta power for each additional item loaded in the network's memory. Furthermore, each memory reactivation is associated with gamma oscillations. Thus, single-cell spike trains as well as gamma oscillations in local groups are nested in the theta cycle. The network also exhibits an idling rhythm in the alpha/beta band associated with a noncoding global attractor. Put together, the resulting effect is increasing theta and gamma power and decreasing alpha/beta power with growing working memory load, rendering the network mechanisms involved a plausible explanation for this often reported behavior.

Pattern of Near Transfer Effects Following Working Memory Training With a Dual N-Back Task

2017 ◽  
Vol 64 (4) ◽  
pp. 240-252 ◽  
Author(s):  
Anna Soveri ◽  
Eric P. A. Karlsson ◽  
Otto Waris ◽  
Petra Grönholm-Nyman ◽  
Matti Laine
Keyword(s):  
Working Memory ◽  
Controlled Trial ◽  
Composite Score ◽  
Memory Training ◽  
Interference Control ◽  
Transfer Effects ◽  
Near Transfer ◽  
Randomized Controlled ◽  
Transfer Tasks ◽  
Back Task

Abstract. In a randomized controlled trial, we investigated the pattern of near transfer effects of working memory (WM) training with an adaptive auditory-visuospatial dual n-back training task in healthy young adults. The results revealed significant task-specific transfer to an untrained single n-back task, and more general near transfer to a WM updating composite score plus a nearly significant effect on a composite score measuring interference control in WM. No transfer effects were seen on Active or Passive WM composites. The results are discussed in the light of cognitive versus strategy-related overlap between training and transfer tasks.

scholarly journals Frontal eye field microstimulation induces task-dependent gamma oscillations in the lateral intraparietal area

2012 ◽  
Vol 108 (5) ◽  
pp. 1392-1402 ◽  
Author(s):  
Elsie Premereur ◽  
Wim Vanduffel ◽  
Pieter R. Roelfsema ◽  
Peter Janssen
Keyword(s):  
Spatial Attention ◽  
Field Potential ◽  
Gamma Oscillations ◽  
Oculomotor Control ◽  
Saccade Target ◽  
Frontal Eye Field ◽  
Alpha Power ◽  
Lateral Intraparietal Area ◽  
Electrical Microstimulation ◽  
Gamma Power

Macaque frontal eye fields (FEF) and the lateral intraparietal area (LIP) are high-level oculomotor control centers that have been implicated in the allocation of spatial attention. Electrical microstimulation of macaque FEF elicits functional magnetic resonance imaging (fMRI) activations in area LIP, but no study has yet investigated the effect of FEF microstimulation on LIP at the single-cell or local field potential (LFP) level. We recorded spiking and LFP activity in area LIP during weak, subthreshold microstimulation of the FEF in a delayed-saccade task. FEF microstimulation caused a highly time- and frequency-specific, task-dependent increase in gamma power in retinotopically corresponding sites in LIP: FEF microstimulation produced a significant increase in LIP gamma power when a saccade target appeared and remained present in the LIP receptive field (RF), whereas less specific increases in alpha power were evoked by FEF microstimulation for saccades directed away from the RF. Stimulating FEF with weak currents had no effect on LIP spike rates or on the gamma power during memory saccades or passive fixation. These results provide the first evidence for task-dependent modulations of LFPs in LIP caused by top-down stimulation of FEF. Since the allocation and disengagement of spatial attention in visual cortex have been associated with increases in gamma and alpha power, respectively, the effects of FEF microstimulation on LIP are consistent with the known effects of spatial attention.

Reward-Associated Gamma Oscillations in Ventral Striatum Are Regionally Differentiated and Modulate Local Firing Activity

2010 ◽  
Vol 103 (3) ◽  
pp. 1658-1672 ◽  
Author(s):  
Tobias Kalenscher ◽  
Carien S. Lansink ◽  
Jan V. Lankelma ◽  
Cyriel M. A. Pennartz
Keyword(s):  
Ventral Striatum ◽  
Phase Locking ◽  
Gamma Oscillations ◽  
Brain Regions ◽  
Reward Processing ◽  
Temporal Organization ◽  
Gamma Activity ◽  
Neural Ensembles ◽  
Gamma Range ◽  
Gamma Power

Oscillations of local field potentials (LFPs) in the gamma range are found in many brain regions and are supposed to support the temporal organization of cognitive, perceptual, and motor functions. Even though gamma oscillations have also been observed in ventral striatum, one of the brain's most important structures for motivated behavior and reward processing, their specific function during ongoing behavior is unknown. Using a movable tetrode array, we recorded LFPs and activity of neural ensembles in the ventral striatum of rats performing a reward-collection task. Rats were running along a triangle track and in each round collected one of three different types of rewards. The gamma power of LFPs on subsets of tetrodes was modulated by reward-site visits, discriminated between reward types, between baitedness of reward locations and was different before versus after arrival at a reward site. Many single units in ventral striatum phase-locked their discharge pattern to the gamma oscillations of the LFPs. Phase-locking occurred more often in reward-related than in reward-unrelated neurons and LFPs. A substantial number of simultaneously recorded LFPs correlated poorly with each other in terms of gamma rhythmicity, indicating that the expression of gamma activity was heterogeneous and regionally differentiated. The orchestration of LFPs and single-unit activity by way of gamma rhythmicity sheds light on the functional architecture of the ventral striatum and the temporal coordination of ventral striatal activity for modulating downstream areas and regulating synaptic plasticity.

Gamma Oscillations Index Sustained Attention in a Brief Vigilance Task

2021 ◽  
Vol 65 (1) ◽  
pp. 546-550
Author(s):  
Lorraine Borghetti ◽  
Megan B. Morris ◽  
L. Jack Rhodes ◽  
Ashley R. Haubert ◽  
Bella Z. Veksler
Keyword(s):  
Sustained Attention ◽  
Gamma Oscillations ◽  
Time On Task ◽  
Potential Candidate ◽  
Theta Power ◽  
High Performers ◽  
Beta Power ◽  
Study Results ◽  
Gamma Power ◽  
Compensatory Effort

Sustained attention is an essential behavior in life, but often leads to performance decrements with time. Computational accounts of sustained attention suggest this is due to brief disruptions in goal-directed processing, or microlapses. Decreases in gamma spectral power are a potential candidate for indexing microlapses and discriminating between low and high performers in sustained attention tasks, while increases in beta, alpha, and theta power are expected to exhibit compensatory effort to offset fatigue. The current study tests these hypotheses in a 10-minute Psychomotor Vigilance Test, a context that eliminates confounds with measuring gamma frequencies. 34 participants ( Mage = 22.60; SDage = 4.08) volunteered in the study. Results suggested frontal gamma power declined with time-on-task, indicating reduction in central cognition. Beta power increased with time-on-task, suggesting compensatory effort; however, alpha and theta power did not increase. Additionally, gamma power discriminated between low and high performers, potentially suggesting motivational differences between the groups.

Preliminary investigation of the effects of γ-tACS on working memory in schizophrenia

2016 ◽  
Vol 123 (10) ◽  
pp. 1205-1212 ◽  
Author(s):  
Kate E. Hoy ◽  
Dean Whitty ◽  
Neil Bailey ◽  
Paul B. Fitzgerald
Keyword(s):  
Working Memory ◽  
Preliminary Investigation

scholarly journals Stimulus-induced narrowband gamma oscillations are test-retest reliable in healthy elderly in human EEG

2021 ◽  
Author(s):  
Supratim Ray ◽  
Dinavahi V P S Murty ◽  
Wupadrasta Santosh Kumar ◽  
Keerthana Manikandan ◽  
Ranjini Garani Ramesh ◽  
...  
Keyword(s):  
Temporal Evolution ◽  
Intraclass Correlation ◽  
Gamma Oscillations ◽  
Elderly Subjects ◽  
Spectral Profile ◽  
Full Field ◽  
Healthy Elderly ◽  
Gamma Power ◽  
Young Subjects ◽  
Eeg Recordings

Visual stimulus-induced narrowband gamma oscillations in electroencephalogram (EEG) recordings have been recently shown to be compromised in subjects with Mild Cognitive Impairment or Alzheimer′s Disease (AD), suggesting that gamma could be an inexpensive and easily accessible biomarker for early diagnosis of AD. However, to use gamma as a biomarker, its characteristics should remain consistent across multiple recordings, even when separated over long intervals. Previous magnetoencephalography studies in young subjects have reported that gamma power remains consistent over recordings separated by a few weeks to months. Here, we assessed the consistency of slow (20-35 Hz) and fast gamma (36-66 Hz) oscillations induced by static full-field gratings in male (N=20) and female (N=20) elderly subjects (>49 years) in EEG recordings separated by more than a year and tested the consistency in the magnitude of gamma power, its temporal evolution and spectral profile. Gamma oscillations had distinct spectral and temporal characteristics across subjects, which remained consistent across recordings (average intraclass correlation, ICC of ~0.7). Alpha oscillations (8-12 Hz) and steady-state-visually-evoked-potentials (SSVEPs) were also found to be reliable. We further tested how EEG features can be used to identify two recordings as belonging to the same versus different subjects and found high classifier performance (area under ROC curve of ~0.89), with the temporal evolution of slow gamma and spectral profile emerging as the most informative features. These results suggest that EEG gamma oscillations are reliable across recordings and can be used as a clinical biomarker as well as a potential tool for subject identification.

scholarly journals GABA-Glutamate supramammillary neurons control theta and gamma oscillations in the dentate gyrus during paradoxical (REM) sleep

2019 ◽  
Author(s):  
Francesca Billwiller ◽  
Laura Castillo ◽  
Heba Elseedy ◽  
Anton Ivanovich Ivanov ◽  
Jennyfer Scapula ◽  
...  
Keyword(s):  
Dentate Gyrus ◽  
Rem Sleep ◽  
Slow Wave Sleep ◽  
Granule Cells ◽  
Structural Connectivity ◽  
Gamma Oscillations ◽  
Network Activity ◽  
Projection Neurons ◽  
Theta Power ◽  
Gamma Power

AbstractSeveral studies suggest that neurons from the lateral region of the SuM (SuML) innervating the dorsal dentate gyrus (DG) display a dual GABAergic and glutamatergic transmission and are specifically activated during paradoxical (REM) sleep (PS). The objective of the present study is to fully characterize the anatomical, neurochemical and electrophysiological properties of the SuML-DG projection neurons and to determine how they control DG oscillations and neuronal activation during PS and other vigilance states. For this purpose, we combine structural connectivity techniques using neurotropic viral vectors (rabies virus, AAV), neurochemical anatomy (immunohistochemistry, in situ hybridization) and imaging (light, electron and confocal microscopy) with in vitro (patch clamp) and in vivo (LFP, EEG) optogenetic and electrophysiological recordings performed in transgenic VGLUT2-cre male mice. At the cellular level, we show that the SuML-DG neurons co-release GABA and glutamate on dentate granule cells and increase the activity of a subset of DG granule cells. At the network level, we show that activation of the SuML-DG pathway increases theta power and frequency during PS as well as gamma power during PS and waking in the DG. At the behavioral level, we show that the activation of this pathway does not change animal behavior during PS, induces awakening during slow wave sleep and increases motor activity during waking. These results suggest that the SuML-DG pathway is capable of supporting the increase of theta and gamma power in the DG observed during PS and plays an important modulatory role of DG network activity during this state.Significant statementAn increase of theta and gamma power in the dentate gyrus (DG) is an hallmark of paradoxical (REM) sleep (PS) and is suggested to promote learning and memory consolidation by synchronizing hippocampal networks and increasing its outputs to cortical targets. However the neuronal networks involved in such control of DG activity during PS are poorly understood. The present study identifies a population of GABA/Glutamate neurons in the lateral supramammllary nucleus (SuML) innervating the DG that could support such control during PS. Indeed, we show that activation of these SuML-DG projections increase theta power and frequency as well as gamma power in the DG specifically during PS and modulate activity of a subset of DG granule cells.

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