1
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McDonald KM, Schantell M, Horne LK, John JA, Rempe MP, Glesinger R, Okelberry HJ, Coutant AT, Springer SD, Mansouri A, Embury CM, Arif Y, Wilson TW. The neural oscillations serving task switching are altered in cannabis users. J Psychopharmacol 2024; 38:471-480. [PMID: 38418434 PMCID: PMC11488983 DOI: 10.1177/02698811241235204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/01/2024]
Abstract
BACKGROUND Regular cannabis is known to impact higher-order cognitive processes such as attention, but far less is known regarding cognitive flexibility, a component of executive function. Moreover, whether such changes are related to aberrations in the neural oscillatory dynamics serving flexibility remains poorly understood. AIMS Quantify the neural oscillatory dynamics serving cognitive flexibility by having participants complete a task-switching paradigm during magnetoencephalography (MEG). Probe whole-brain maps to identify alterations in chronic cannabis users relative to nonusers and determine how these alterations relate to the degree of cannabis use involvement. METHODS In all, 25 chronic cannabis users and 30 demographically matched nonuser controls completed neuropsychological testing, an interview regarding their substance use, a urinalysis, and a task switch paradigm during MEG. Time-frequency windows of interest were identified using a data-driven statistical approach and these were imaged using a beamformer. Whole-brain neural switch cost maps were computed by subtracting the oscillatory maps of the no-switch condition from the switch condition per participant. These were examined for group differences. RESULTS Cannabis users had weaker theta switch cost responses in the dorsolateral and dorsomedial prefrontal cortices, while nonusers showed the typical pattern of greater recruitment during switch relative to no switch trials. In addition, theta activity in the dorsomedial prefrontal cortex was significantly correlated with cannabis use involvement. CONCLUSIONS Cannabis users exhibited altered theta switch cost activity compared to nonusers in prefrontal cortical regions, which are critical for cognitive flexibility. This activity scaled with cannabis use involvement, indicating a link between cannabis use and aberrant oscillatory activity underlying cognitive flexibility.
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Affiliation(s)
- Kellen M McDonald
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
- Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA
| | - Mikki Schantell
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Lucy K Horne
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Jason A John
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Maggie P Rempe
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Ryan Glesinger
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Hannah J Okelberry
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Anna T Coutant
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Seth D Springer
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Amirsalar Mansouri
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Yasra Arif
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA
- Department of Pharmacology and Neuroscience, Creighton University, Omaha, NE, USA
- College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
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2
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Hinault T, D'Argembeau A, Bowler DM, La Corte V, Desaunay P, Provasi J, Platel H, Tran The J, Charretier L, Giersch A, Droit-Volet S. Time processing in neurological and psychiatric conditions. Neurosci Biobehav Rev 2023; 154:105430. [PMID: 37871780 DOI: 10.1016/j.neubiorev.2023.105430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 10/18/2023] [Accepted: 10/19/2023] [Indexed: 10/25/2023]
Abstract
A central question in understanding cognition and pathology-related cognitive changes is how we process time. However, time processing difficulties across several neurological and psychiatric conditions remain seldom investigated. The aim of this review is to develop a unifying taxonomy of time processing, and a neuropsychological perspective on temporal difficulties. Four main temporal judgments are discussed: duration processing, simultaneity and synchrony, passage of time, and mental time travel. We present an integrated theoretical framework of timing difficulties across psychiatric and neurological conditions based on selected patient populations. This framework provides new mechanistic insights on both (a) the processes involved in each temporal judgement, and (b) temporal difficulties across pathologies. By identifying underlying transdiagnostic time-processing mechanisms, this framework opens fruitful avenues for future research.
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Affiliation(s)
- Thomas Hinault
- Normandie Univ, UNICAEN, PSL Research University, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, 14032 Caen, France.
| | - Arnaud D'Argembeau
- Psychology and Neuroscience of Cognition Research Unit, University of Liège, F.R.S-FNRS, 4000 Liège, Belgium
| | - Dermot M Bowler
- Autism Research Group, City, University of London, EC1V 0HB London, United Kingdom
| | - Valentina La Corte
- Laboratoire Mémoire, Cerveau et Cognition (MC2Lab), UR 7536, Université de Paris cité, 92774 Boulogne-Billancourt, France; Institut Universitaire de France, 75231 Paris, France
| | - Pierre Desaunay
- Normandie Univ, UNICAEN, PSL Research University, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, 14032 Caen, France; Service de Psychiatrie de l'enfant et de l'adolescent, CHU de Caen, 14000 Caen, France
| | - Joelle Provasi
- CHArt laboratory (Human and Artificial Cognition), EPHE-PSL, 75014 Paris, France
| | - Hervé Platel
- Normandie Univ, UNICAEN, PSL Research University, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, 14032 Caen, France
| | - Jessica Tran The
- Normandie Univ, UNICAEN, PSL Research University, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, 14032 Caen, France
| | - Laura Charretier
- Normandie Univ, UNICAEN, PSL Research University, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, 14032 Caen, France
| | - Anne Giersch
- Cognitive Neuropsychology and Pathophysiology of Schizophrenia Laboratory, National Institute of Health and Medical Research, University of Strasbourg, 67081 Strasbourg, France
| | - Sylvie Droit-Volet
- Université Clermont Auvergne, LAPSCO, CNRS, UMR 6024, 60032 Clermont-Ferrand, France
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3
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Mette C. Time Perception in Adult ADHD: Findings from a Decade-A Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3098. [PMID: 36833791 PMCID: PMC9962130 DOI: 10.3390/ijerph20043098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 02/07/2023] [Accepted: 02/08/2023] [Indexed: 06/18/2023]
Abstract
Time perception is impaired in adult ADHD. Since the term time perception subsumes different constructs, including time estimation, time reproduction, time production, and duration discrimination, it remains open whether certain domains are more affected than other domains in adult ADHD. The aim of this explorative review is to present the current state of research on time perception in adult ADHD by analysing studies from the past 10 years. A review of the literature addressing adult ADHD time perception, time estimation, and time reproduction was performed. The search strategy was conducted by using the databases "PubMed", "Medline", and "PSYNDEX". The results of the present review indicate that the number of studies on time perception in adult ADHD is very scarce. Moreover, the main investigated domains of time perception in the past decade were time estimation, time reproduction and time management. Whereas some of the found studies were able to demonstrate a distinct deficit in time estimation, time reproduction and time management other studies were unable to demonstrate a clear association between ADHD and time estimation and time reproduction deficits. However, the diagnostic protocols, study design, and methodology varied between studies. Further studies on time estimation and time reproduction need to be carried out.
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Affiliation(s)
- Christian Mette
- Department of Psychology, Immanuel-Kant-Str. 18-20, Protestant University of Applied Sciences, 44809 Bochum, Germany
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4
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Marx I, Cortese S, Koelch MG, Hacker T. Meta-analysis: Altered Perceptual Timing Abilities in Attention-Deficit/Hyperactivity Disorder. J Am Acad Child Adolesc Psychiatry 2022; 61:866-880. [PMID: 34923055 DOI: 10.1016/j.jaac.2021.12.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 11/19/2021] [Accepted: 12/09/2021] [Indexed: 01/07/2023]
Abstract
OBJECTIVE We meta-analyzed studies comparing perceptual timing abilities in the range of milliseconds to several seconds in persons with attention-deficit/hyperactivity disorder (ADHD) and neurotypical participants, using the well-established time discrimination, time estimation, time production, and time reproduction paradigms. METHOD We searched PubMed, OVID databases, and Web of Knowledge through September 17, 2020. From 2,266 records, 55 studies were retained and meta-analyzed with random effects models. We conducted meta-regression analyses to explore moderating effects of task parameters and neuropsychological measures of working memory, attention, and inhibition on timing performance. RESULTS Compared with persons without ADHD, those with ADHD had significantly more severe difficulties in discriminating stimuli of very brief durations, especially in the sub-second range. They also had more variability in estimating the duration of stimuli lasting several seconds. Moreover, they showed deficits in time estimation and time production accuracy, indicative of an accelerated internal clock. Additional deficits in persons with ADHD were also found in the time reproduction paradigm, involving attentional (slower counting at short time intervals due to distraction) and motivational (faster counting at long time intervals due to increased delay aversion) functions. CONCLUSION There is meta-analytic evidence of a broad range of timing deficits in persons with ADHD. Results have implications for advancing our knowledge in the field (eg, for refinement of recent timing models in ADHD) and clinical practice (eg, testing timing functions to characterize the clinical phenotype of the patient and implementation of interventions to improve timing abilities).
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Affiliation(s)
- Ivo Marx
- Rostock University Medical Center, Rostock, Germany.
| | - Samuele Cortese
- Center for Innovation in Mental Health, Academic Unit of Psychology, University of Southampton, United Kingdom; New York University Grossman School of Medicine, New York
| | | | - Thomas Hacker
- Rostock University Medical Center, Rostock, Germany; Helios Hanseklinikum Stralsund, Stralsund, Germany
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5
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Hassan MM, Hassan MR, Huda S, Uddin MZ, Gumaei A, Alsanad A. A predictive intelligence approach to classify brain–computer interface based eye state for smart living. Appl Soft Comput 2021. [DOI: 10.1016/j.asoc.2021.107453] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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6
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Weissenberger S, Schonova K, Büttiker P, Fazio R, Vnukova M, Stefano GB, Ptacek R. Time Perception is a Focal Symptom of Attention-Deficit/Hyperactivity Disorder in Adults. Med Sci Monit 2021; 27:e933766. [PMID: 34272353 PMCID: PMC8293837 DOI: 10.12659/msm.933766] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Attention-Deficit/Hyperactivity Disorder (ADHD) is classically associated with symptoms that include inattentiveness, hyperactivity, and impulsivity together with a variety of other observable externalized symptoms. ADHD has also been associated with specific internalized cognitive symptoms, including restlessness and emotional impulsivity. This disorder has been recognized as a lifelong condition and can be recognized by a variety of unique cognitive phenomena. In addition to the frequently ignored affective symptoms exhibited by individuals diagnosed with ADHD, problems with time perception have been noted, although these are considered to be secondary issues. Temporal shifts in cognitive processing, however, may be at the very root of ADHD-related symptoms, given the importance of coordinated signal translation in the construction of behavior. In this review, we consider the evidence that suggests that differences in time perception are a central symptom in adults with ADHD. Some of these differences include the feeling of time moving faster, which causes difficulties in prospective time tasks and inaccuracies in time estimation tasks. We analyze the literature from both neurological and psychological perspectives and include an assessment of tools that can be administered via computer to measure time perception. We also suggest several computer-based methods that might be used to address problems with time perception in both children and adults. We strongly recommend the inclusion of ADHD symptoms associated with time perception in the next revision of the Diagnostic and Statistical Manual of Mental Disorders (DSM) published by the American Psychiatric Association.
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Affiliation(s)
- Simon Weissenberger
- Department of Psychiatry, 1st Medical Faculty of Charles University and General Teaching Hospital in Prague, Prague, Czech Republic
| | - Katerina Schonova
- Department of Psychiatry, 1st Medical Faculty of Charles University and General Teaching Hospital in Prague, Prague, Czech Republic
| | - Pascal Büttiker
- Department of Psychiatry, 1st Medical Faculty of Charles University and General Teaching Hospital in Prague, Prague, Czech Republic
| | - Raffaele Fazio
- Department of Psychiatry, 1st Medical Faculty of Charles University and General Teaching Hospital in Prague, Prague, Czech Republic
| | - Martina Vnukova
- Department of Psychiatry, 1st Medical Faculty of Charles University and General Teaching Hospital in Prague, Prague, Czech Republic
| | - George B Stefano
- Department of Psychiatry, 1st Medical Faculty of Charles University and General Teaching Hospital in Prague, Prague, Czech Republic
| | - Radek Ptacek
- Department of Psychiatry, 1st Medical Faculty of Charles University and General Teaching Hospital in Prague, Prague, Czech Republic
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7
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Tombor L, Kakuszi B, Papp S, Réthelyi J, Bitter I, Czobor P. Atypical resting-state gamma band trajectory in adult attention deficit/hyperactivity disorder. J Neural Transm (Vienna) 2021; 128:1239-1248. [PMID: 34164742 PMCID: PMC8321998 DOI: 10.1007/s00702-021-02368-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 06/18/2021] [Indexed: 11/24/2022]
Abstract
Decreased gamma activity has been reported both in children and adults with attention deficit/hyperactivity disorder (ADHD). However, while ADHD is a lifelong neurodevelopmental disorder, our insight into the associations of spontaneous gamma band activity with age is limited, especially in adults. Therefore, we conducted an explorative study to investigate trajectories of resting gamma activity in adult ADHD patients (N = 42) versus matched healthy controls (N = 59). We investigated the relationship of resting gamma activity (30–48 Hz) with age in four right hemispheric electrode clusters where diminished gamma power in ADHD had previously been demonstrated by our group. We found significant non-linear association between resting gamma power and age in the lower frequency gamma1 range (30–39 Hz) in ADHD as compared to controls in all investigated locations. Resting gamma1 increased with age and was significantly lower in ADHD than in control subjects from early adulthood. We found no significant association between gamma activity and age in the gamma2 range (39–48 Hz). Alterations of gamma band activity might reflect altered cortical network functioning in adult ADHD relative to controls. Our results reveal that abnormal gamma power is present at all ages, highlighting the lifelong nature of ADHD. Nonetheless, longitudinal studies are needed to confirm our results.
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Affiliation(s)
- László Tombor
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., Budapest, U1083, Hungary.
| | - Brigitta Kakuszi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., Budapest, U1083, Hungary
| | - Szilvia Papp
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., Budapest, U1083, Hungary
| | - János Réthelyi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., Budapest, U1083, Hungary
| | - István Bitter
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., Budapest, U1083, Hungary
| | - Pál Czobor
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6., Budapest, U1083, Hungary
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8
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Bluschke A, Zink N, Mückschel M, Roessner V, Beste C. A novel approach to intra-individual performance variability in ADHD. Eur Child Adolesc Psychiatry 2021; 30:733-745. [PMID: 32410131 PMCID: PMC8060200 DOI: 10.1007/s00787-020-01555-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Accepted: 05/01/2020] [Indexed: 11/26/2022]
Abstract
Patients with attention deficit/(hyperactivity) disorder (AD(H)D) show increased intra-individual variability (IIV) in behavioral performance. This likely reflects dopaminergic deficiencies. However, the precise performance profile across time and the pattern of fluctuations within it have not yet been considered, partly due to insufficient methods. Yet, such an analysis may yield important theory-based implications for clinical practice. Thus, in a case-control cross-sectional study, we introduce a new method to investigate performance fluctuations in patients with ADD (n = 76) and ADHD (n = 67) compared to healthy controls (n = 45) in a time estimation task. In addition, we also evaluate the effects of methylphenidate (MPH) treatment on this performance pattern in 29 patients with AD(H)D. Trial-by-trial differences in performance between healthy controls and patients with AD(H)D do not persist continuously over longer time periods. Periods during which no differences in performance between healthy controls and patients occur alternate with periods in which such differences are present. AD(H)D subtype and surprisingly also medication status does not affect this pattern. The presented findings likely reflect (phasic) deficiencies of the dopaminergic system in patients with AD(H)D which are not sufficiently ameliorated by first-line pharmacological treatment. The presented findings carry important clinical and scientific implications.
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Affiliation(s)
- Annet Bluschke
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Nicolas Zink
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Moritz Mückschel
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Veit Roessner
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Christian Beste
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Fetscherstrasse 74, 01307, Dresden, Germany.
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9
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Abstract
PURPOSE OF REVIEW Technological advancement has led to the development of novel treatment approaches for attention deficit hyperactivity disorder (ADHD). This review aims to review recent studies which employ the use of technology to treat ADHD, with particular focus on studies published during a 1-year period from February 2019 to February 2020. RECENT FINDINGS Most recent studies involved children aged 12 years and below. Interventions included cognitive training through games, neurofeedback and a combination of several approaches. More novel approaches included trigeminal nerve stimulation and brain-computer interface, and studies had utilized technology such as X-box Kinect and eye tracker. There was a shift towards delivering intervention at home and in school, enabled by technology. The study outcomes were variable and mainly included executive functioning measures and clinical ratings. These interventions were generally safe with few reported adverse events. SUMMARY Technology has enabled interventions to be delivered outside of the clinic setting and presented an opportunity for increased access to care and early intervention. Better quality studies are needed to inform on the efficacy of these interventions.
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Affiliation(s)
- Choon Guan Lim
- Department of Developmental Psychiatry, Institute of Mental Health, Singapore, Singapore
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10
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Pretus C, Picado M, Ramos-Quiroga A, Carmona S, Richarte V, Fauquet J, Vilarroya Ó. Presence of Distractor Improves Time Estimation Performance in an Adult ADHD Sample. J Atten Disord 2020; 24:1530-1537. [PMID: 27185529 DOI: 10.1177/1087054716648776] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective: It is widely accepted that patients with ADHD exhibit greater susceptibility to distractors, especially during tasks with higher working memory load demands. However, no study to date has specifically measured the impact of distractors on timing functions, although these have consistently shown alterations in ADHD. In this investigation, we aimed to elucidate the neural mechanisms mediating distractor effects on timing functions. Method: We employed a time estimation functional magnetic resonance imaging (fMRI) paradigm including a distracting element in half of the trials in a sample of 21 patients with ADHD and 24 healthy controls. Results: As expected, the effect of the distractor was greater in ADHD patients, where it was associated with increased orbitofrontal activity compared with controls. Behaviorally, time estimation performance benefited from the presence of distractors in both groups. In turn, such improvement correlated with medial frontal and insular activity in the brain. Conclusion: These results suggest that distractors could be stimulating recruitment of frontal resources in ADHD, thus contributing to increase focus on the task.
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Affiliation(s)
- Clara Pretus
- Universitat Autonoma de Barcelona, Spain.,Fundació IMIM (Institut Municipal d'Investigacions Mèdicques), Barcelona, Spain
| | | | - Antoni Ramos-Quiroga
- Universitat Autonoma de Barcelona, Spain.,Hospital Universitari de la Vall d'Hebron, Barcelona, Spain
| | - Susanna Carmona
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain.,Universidad Carlos III de Madrid, Spain
| | - Vanessa Richarte
- Universitat Autonoma de Barcelona, Spain.,Hospital Universitari de la Vall d'Hebron, Barcelona, Spain
| | | | - Óscar Vilarroya
- Universitat Autonoma de Barcelona, Spain.,Fundació IMIM (Institut Municipal d'Investigacions Mèdicques), Barcelona, Spain
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11
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Li G, Zhang S, Le TM, Tang X, Li CSR. Neural Responses to Reward in a Gambling Task: Sex Differences and Individual Variation in Reward-Driven Impulsivity. Cereb Cortex Commun 2020; 1:tgaa025. [PMID: 32864617 PMCID: PMC7446303 DOI: 10.1093/texcom/tgaa025] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 05/12/2020] [Accepted: 06/13/2020] [Indexed: 12/15/2022] Open
Abstract
Previous work suggests sex differences in reward sensitivity. However, it remains unclear how men and women differ in the neural processes of reward-driven impulsivity. With a data set of 968 subjects (502 women) curated from the Human Connectome Project, we investigated sex differences in regional activations to reward and to punishment in a gambling task. Individual variations in reward-driven impulsivity were quantified by the difference in reaction time between reward and punishment blocks in the gambling task, as well as by a behavioral measure of delay discounting. At a corrected threshold, men and women exhibited significant differences in regional activations to reward and to punishment. Longer reaction times during reward versus punishment blocks, indicative of more cautious responding, were associated with left-hemispheric lateral prefrontal cortical activation to reward in men but not women. Steeper discounting was associated with higher activation to reward in the right-hemispheric dorsal anterior cingulate cortex and angular gyrus in women but not men. These sex differences were confirmed in slope tests. Together, the results highlight the sex-specific neural processes of reward-driven impulsivity with left-hemispheric prefrontal cortex supporting impulse control in men and right-hemispheric saliency circuit playing a more important role in diminished impulse control in women.
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Affiliation(s)
- Guangfei Li
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Sheng Zhang
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Thang M Le
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Xiaoying Tang
- Department of Biomedical Engineering, School of Life Sciences, Beijing Institute of Technology, Beijing 10081, China
| | - Chiang-Shan R Li
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
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12
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Proskovec AL, Spooner RK, Wiesman AI, Wilson TW. Local cortical thickness predicts somatosensory gamma oscillations and sensory gating: A multimodal approach. Neuroimage 2020; 214:116749. [PMID: 32199953 DOI: 10.1016/j.neuroimage.2020.116749] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 02/26/2020] [Accepted: 03/13/2020] [Indexed: 12/24/2022] Open
Abstract
Two largely distinct bodies of research have demonstrated age-related alterations and disease-specific aberrations in both local gamma oscillations and patterns of cortical thickness. However, seldom has the relationship between gamma activity and cortical thickness been investigated. Herein, we combine the spatiotemporal precision of magnetoencephalography (MEG) with high-resolution magnetic resonance imaging and surface-based morphometry to characterize the relationships between somatosensory gamma oscillations and the thickness of the cortical tissue generating the oscillations in 94 healthy adults (age range: 22-72). Specifically, a series of regressions were computed to assess the relationships between thickness of the primary somatosensory cortex (S1), S1 gamma response power, peak gamma frequency, and somatosensory gating of identical stimuli. Our results indicated that increased S1 thickness significantly predicted greater S1 gamma response power, reduced peak gamma frequency, and improved somatosensory gating. Furthermore, peak gamma frequency significantly and partially mediated the relationship between S1 thickness and the magnitude of the S1 gamma response. Finally, advancing age significantly predicted reduced S1 thickness and decreased gating of redundant somatosensory stimuli. Notably, this is the first study to directly link somatosensory gamma oscillations to local cortical thickness. Our results demonstrate a multi-faceted relationship between structure and function, and have important implications for understanding age- and disease-related deficits in basic sensory processing and higher-order inhibitory function.
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Affiliation(s)
- Amy L Proskovec
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, 68198, USA; Department of Neurological Sciences, UNMC, Omaha, NE, 68198, USA; Department of Psychology, University of Nebraska - Omaha, Omaha, NE, 68182, USA; Magnetoencephalography Center of Excellence, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
| | - Rachel K Spooner
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, 68198, USA; Department of Neurological Sciences, UNMC, Omaha, NE, 68198, USA
| | - Alex I Wiesman
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, 68198, USA; Department of Neurological Sciences, UNMC, Omaha, NE, 68198, USA
| | - Tony W Wilson
- Center for Magnetoencephalography, University of Nebraska Medical Center (UNMC), Omaha, NE, 68198, USA; Department of Neurological Sciences, UNMC, Omaha, NE, 68198, USA; Department of Psychology, University of Nebraska - Omaha, Omaha, NE, 68182, USA
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13
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Fontes RM, Marinho V, Carvalho V, Rocha K, Magalhães F, Moura I, Ribeiro P, Velasques B, Cagy M, Gupta DS, Bastos VH, Teles AS, Teixeira S. Time estimation exposure modifies cognitive aspects and cortical activity of attention deficit hyperactivity disorder adults. Int J Neurosci 2020; 130:999-1014. [DOI: 10.1080/00207454.2020.1715394] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Rhailana Medeiros Fontes
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Piauí, Parnaíba, Brazil
| | - Victor Marinho
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Piauí, Parnaíba, Brazil
- The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
| | - Valécia Carvalho
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Piauí, Parnaíba, Brazil
- The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
| | - Kaline Rocha
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Piauí, Parnaíba, Brazil
- The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
| | - Francisco Magalhães
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Piauí, Parnaíba, Brazil
- The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
| | - Iris Moura
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Piauí, Parnaíba, Brazil
- Masters Programs in Biotechnology, Federal University of Piauí, Parnaíba, Brazil
| | - Pedro Ribeiro
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry, Federal University of Rio De Janeiro, Rio De Janeiro, Brazil
| | - Bruna Velasques
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry, Federal University of Rio De Janeiro, Rio De Janeiro, Brazil
| | - Mauricio Cagy
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry, Federal University of Rio De Janeiro, Rio De Janeiro, Brazil
| | - Daya S. Gupta
- Department of Biology, Camden County College, Blackwood, NJ, USA
| | - Victor Hugo Bastos
- The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
- Masters Programs in Biotechnology, Federal University of Piauí, Parnaíba, Brazil
- Brain Mapping and Functionality Laboratory, Federal University of Piauí, Parnaíba, Brazil
| | - Ariel Soares Teles
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Piauí, Parnaíba, Brazil
- Masters Programs in Biotechnology, Federal University of Piauí, Parnaíba, Brazil
- Federal Institute of Maranhão, Maranhão, Brazil
| | - Silmar Teixeira
- Neuro-Innovation Technology & Brain Mapping Laboratory, Federal University of Piauí, Parnaíba, Brazil
- The Northeast Biotechnology Network, Federal University of Piauí, Teresina, Brazil
- Masters Programs in Biotechnology, Federal University of Piauí, Parnaíba, Brazil
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14
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Tombor L, Kakuszi B, Papp S, Réthelyi J, Bitter I, Czobor P. Decreased resting gamma activity in adult attention deficit/hyperactivity disorder. World J Biol Psychiatry 2019; 20:691-702. [PMID: 29457912 DOI: 10.1080/15622975.2018.1441547] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Objectives: To delineate task-free gamma activity in adult ADHD and healthy control subjects based on high-density EEG recordings. Relationship of gamma activity with symptom severity was also examined, since gamma activity is considered to be an index of network functions in the brain that underlie higher-order cognitive processes.Methods: Spontaneous EEG was recorded in adult ADHD subjects (N = 42; 25 methylphenidate-naïve and 17 on methylphenidate treatment) and controls (N = 59) with eyes open. EEG absolute power gamma was investigated in the gamma1 (30.25-39 Hz) and gamma2 (39.25-48 Hz) frequency bands.Results: Gamma1 and gamma2 activity was diminished in ADHD compared with healthy control subjects. The difference between ADHD and controls was the most pronounced in the right centroparietal region for both gamma1 and gamma2. Inverse associations were found between gamma1 and gamma2 activity and ADHD symptoms in centroparietal scalp regions.Conclusions: Gamma activity is reduced in adult ADHD, and the reduction has a predominantly right centroparietal distribution. Our findings are consistent with childhood ADHD literature with respect to diminished posterior gamma activity in patients, which may reflect altered dorsal attention network functions. Gamma abnormalities might provide a link between neurophysiological functioning and neuropsychological deficiencies, thereby offering an opportunity to investigate the neurobiological mechanisms that underlie the clinical symptoms of ADHD.
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Affiliation(s)
- László Tombor
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - Brigitta Kakuszi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - Szilvia Papp
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - János Réthelyi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - István Bitter
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - Pál Czobor
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
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15
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Deep Learning Based on Event-Related EEG Differentiates Children with ADHD from Healthy Controls. J Clin Med 2019; 8:jcm8071055. [PMID: 31330961 PMCID: PMC6679086 DOI: 10.3390/jcm8071055] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 07/17/2019] [Indexed: 01/16/2023] Open
Abstract
Attention Deficit Hyperactivity Disorder (ADHD) is one of the most prevalent neuropsychiatric disorders in childhood and adolescence and its diagnosis is based on clinical interviews, symptom questionnaires, and neuropsychological testing. Much research effort has been undertaken to evaluate the usefulness of neurophysiological (EEG) data to aid this diagnostic process. In the current study, we applied deep learning methods on event-related EEG data to examine whether it is possible to distinguish ADHD patients from healthy controls using purely neurophysiological measures. The same was done to distinguish between ADHD subtypes. The results show that the applied deep learning model (“EEGNet”) was able to distinguish between both ADHD subtypes and healthy controls with an accuracy of up to 83%. However, a significant fraction of individuals could not be classified correctly. It is shown that neurophysiological processes indicating attentional selection associated with superior parietal cortical areas were the most important for that. Using the applied deep learning method, it was not possible to distinguish ADHD subtypes from each other. This is the first study showing that deep learning methods applied to EEG data are able to dissociate between ADHD patients and healthy controls. The results show that the applied method reflects a promising means to support clinical diagnosis in ADHD. However, more work needs to be done to increase the reliability of the taken approach.
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16
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Tourjman SV, Potvin S, Corbalan F, Djouini A, Purdon SE, Stip E, Juster RP, Kouassi E. Rapid screening for cognitive deficits in attention deficit and hyperactivity disorders with the screen for cognitive impairment in psychiatry. ACTA ACUST UNITED AC 2018; 11:139-147. [PMID: 30225804 DOI: 10.1007/s12402-018-0268-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Accepted: 09/10/2018] [Indexed: 02/07/2023]
Abstract
Cognitive impairments constitute a core feature of attention deficit and hyperactivity disorders (ADHD), but are infrequently assessed in the clinical setting. We have previously demonstrated the ability of an objective cognitive battery, the Screen for Cognitive Impairment in Psychiatry (SCIP), to differentiate adult ADHD patients from healthy controls in five cognitive domains. Here, we further characterize these subtle cognitive deficits by conducting additional univariate analyses on our ADHD dataset to assess the contributions of various demographic characteristics on SCIP performance and to determine correlations between SCIP scores and scores on other measures evaluating illness severity, perceived cognitive deficits, and overall functioning. Age and years of education were moderately associated with performance on the SCIP and/or its subscales in our ADHD cohort. The SCIP global index score was moderately correlated with clinician-rated measures of illness severity and weakly associated with clinician-rated overall functional status. Intriguingly, overall SCIP performance was only weakly associated with patient self-reported measures of cognitive functioning. Of practical importance, small-to-moderate associations were consistently observed between performances on two subscales of the SCIP and the other measures evaluating illness severity, overall functioning, and patient self-reported cognitive functioning (the working memory and visuomotor tracking subscales). Thus, these data demonstrate that the SCIP, particularly the working memory and visuomotor tracking subscales, is sensitive enough to detect cognitive deficits in adult patients with ADHD, and that these deficits are correlated with functional impairments. Furthermore, these data highlight the importance of integrating both objective and subjective evaluations of cognition in adult ADHD.
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Affiliation(s)
- Smadar Valérie Tourjman
- Department of Psychiatry, Institut Universitaire en Santé Mentale de Montréal, l'Université de Montréal, 7401 Hochelaga, Montréal, QC, H1N 3M5, Canada.
| | - Stéphane Potvin
- Department of Psychiatry, Institut Universitaire en Santé Mentale de Montréal, l'Université de Montréal, 7401 Hochelaga, Montréal, QC, H1N 3M5, Canada
| | - Fernando Corbalan
- Department of Psychiatry, Institut Universitaire en Santé Mentale de Montréal, l'Université de Montréal, 7401 Hochelaga, Montréal, QC, H1N 3M5, Canada
| | - Akram Djouini
- Department of Psychiatry, Institut Universitaire en Santé Mentale de Montréal, l'Université de Montréal, 7401 Hochelaga, Montréal, QC, H1N 3M5, Canada
| | - Scot E Purdon
- Department of Psychiatry, University of Alberta, Edmonton, AB, Canada
| | - Emmanuel Stip
- Department of Psychiatry, Institut Universitaire en Santé Mentale de Montréal, l'Université de Montréal, 7401 Hochelaga, Montréal, QC, H1N 3M5, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Robert-Paul Juster
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA
| | - Edouard Kouassi
- Department of Psychiatry, Institut Universitaire en Santé Mentale de Montréal, l'Université de Montréal, 7401 Hochelaga, Montréal, QC, H1N 3M5, Canada
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17
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Pretus C, Picado M, Ramos-Quiroga JA, Carmona S, Richarte V, Fauquet J, Vilarroya Ó. Just-in-time response to reward as a function of ADHD symptom severity. Psychiatry Clin Neurosci 2018; 72:731-740. [PMID: 29888833 DOI: 10.1111/pcn.12689] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 04/25/2018] [Accepted: 05/30/2018] [Indexed: 11/29/2022]
Abstract
AIM Attention-deficit hyperactivity disorder (ADHD) neuroimaging studies have identified substantial differences in reward-related circuits on a trial-by-trial basis. However, no research to date has evaluated the effect of motivational context on neural activity in settings with intermittent reward in ADHD. The present study was designed to identify neural processes underlying both immediate effects of reward and sustained effects of reward associated with motivational context in adult ADHD patients. METHODS We used a functional magnetic resonance imaging paradigm, including a time estimation task with constant versus intermittent reward conditions, in a sample of 21 medication-naïve adults with combined ADHD and 24 healthy adults. RESULTS Although no between-group neural differences were detected, orbitofrontal activity dropped in association with high ADHD symptom severity during the transition from initial non-reward context blocks to subsequent reward context blocks. In turn, ADHD symptom severity predicted higher orbitofrontal activity in response to immediate reward versus no reward within reward context blocks. CONCLUSION These results suggest that high ADHD symptom severity scorers adopted a 'just-in-time' strategy, involving the recruitment of reward processing brain areas in the face of immediate reward rather than a sustained response to motivational context.
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Affiliation(s)
- Clara Pretus
- Psychiatry and Forensic Medicine Department, Autonomous University of Barcelona, Barcelona, Spain.,Municipal Medical Research Institute, Barcelona, Spain
| | - Marisol Picado
- Psychiatry and Forensic Medicine Department, Autonomous University of Barcelona, Barcelona, Spain
| | - Josep Antoni Ramos-Quiroga
- Psychiatry Department, Vall d'Hebron University Hospital, Barcelona, Spain.,Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Susana Carmona
- Biomedical Network Research Centre for Mental Health, Health Institute Carlos III, Madrid, Spain.,Unit of Medicine and Experimental Surgery, Gregorio Marañón Health Research Institute, Madrid, Spain.,Faculty of Health Sciences, Open University of Catalonia, Barcelona, Spain
| | - Vanesa Richarte
- Psychiatry Department, Vall d'Hebron University Hospital, Barcelona, Spain.,Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Jordi Fauquet
- Psychobiology and Methodology of Health Sciences, Autonomous University of Barcelona, Barcelona, Spain
| | - Óscar Vilarroya
- Psychiatry and Forensic Medicine Department, Autonomous University of Barcelona, Barcelona, Spain.,Municipal Medical Research Institute, Barcelona, Spain
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18
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Bluschke A, Schuster J, Roessner V, Beste C. Neurophysiological mechanisms of interval timing dissociate inattentive and combined ADHD subtypes. Sci Rep 2018; 8:2033. [PMID: 29391481 PMCID: PMC5794858 DOI: 10.1038/s41598-018-20484-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 01/19/2018] [Indexed: 01/26/2023] Open
Abstract
It is far from conclusive what distinguishes the inattentive (ADD) and the combined (ADHD-C) subtype of ADHD on the neuronal level. Theoretical considerations suggest that especially interval timing processes may dissociate these subtypes from each other. Combining high-density EEG recordings with source localization analyses, we examine whether there are ADHD-subtype specific modulations of neurophysiological processes subserving interval timing in matched groups of ADD (n = 16), ADHD-C (n = 16) and controls (n = 16). Patients with ADD and ADHD-C show deficits in interval timing, which was correlated with the degree of inattention in ADD patients. Compared to healthy controls, patients with ADHD-C display a somewhat weaker, yet consistent response preparation process (contingent negative variation, CNV). In patients with ADD, the early CNV is interrupted, indicating an oscillatory disruption of the interval timing process. This is associated with activations in the supplemental motor areas and the middle frontal gyrus. Patients with ADD display adequate feedback learning mechanisms (feedback-related negativity, FRN), which is not the case in patients with ADHD-C. The results suggest that altered pacemaker-accumulation processes in medial frontal structures distinguish the ADD from the ADHD-C subtype. Particularly in patients with ADD phasic interruptions of preparatory neurophysiological processes are evident, making this a possible diagnostic feature.
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Affiliation(s)
- Annet Bluschke
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Dresden, Germany.
| | - Jacqueline Schuster
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Dresden, Germany
| | - Veit Roessner
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Dresden, Germany
| | - Christian Beste
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Dresden, Germany.,Experimental Neurobiology, National Institute of Mental Health, Klecany, Czech Republic
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19
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Lajiness-O'Neill R, Brennan JR, Moran JE, Richard AE, Flores AM, Swick C, Goodcase R, Andersen T, McFarlane K, Rusiniak K, Kovelman I, Wagley N, Ugolini M, Albright J, Bowyer SM. Patterns of altered neural synchrony in the default mode network in autism spectrum disorder revealed with magnetoencephalography (MEG): Relationship to clinical symptomatology. Autism Res 2017; 11:434-449. [PMID: 29251830 DOI: 10.1002/aur.1908] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 11/05/2017] [Accepted: 11/28/2017] [Indexed: 01/02/2023]
Abstract
Disrupted neural synchrony may be a primary electrophysiological abnormality in autism spectrum disorders (ASD), altering communication between discrete brain regions and contributing to abnormalities in patterns of connectivity within identified neural networks. Studies exploring brain dynamics to comprehensively characterize and link connectivity to large-scale cortical networks and clinical symptoms are lagging considerably. Patterns of neural coherence within the Default Mode Network (DMN) and Salience Network (SN) during resting state were investigated in 12 children with ASD (MAge = 9.2) and 13 age and gender-matched neurotypicals (NT) (MAge = 9.3) with magnetoencephalography. Coherence between 231 brain region pairs within four frequency bands (theta (4-7 Hz), alpha, (8-12 Hz), beta (13-30 Hz), and gamma (30-80 Hz)) was calculated. Relationships between neural coherence and social functioning were examined. ASD was characterized by lower synchronization across all frequencies, reaching clinical significance in the gamma band. Lower gamma synchrony between fronto-temporo-parietal regions was observed, partially consistent with diminished default mode network (DMN) connectivity. Lower gamma coherence in ASD was evident in cross-hemispheric connections between: angular with inferior/middle frontal; middle temporal with middle/inferior frontal; and within right-hemispheric connections between angular, middle temporal, and inferior/middle frontal cortices. Lower gamma coherence between left angular and left superior frontal, right inferior/middle frontal, and right precuneus and between right angular and inferior/middle frontal cortices was related to lower social/social-communication functioning. Results suggest a pattern of lower gamma band coherence in a subset of regions within the DMN in ASD (angular and middle temporal cortical areas) related to lower social/social-communicative functioning. Autism Res 2018, 11: 434-449. © 2017 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY Communication between different areas of the brain was observed in children with ASD and neurotypical children while awake, but not working on a task. Magnetoencephalography was used to measure tiny magnetic fields naturally generated via brain activity. The brains of children with ASD showed less communication between areas that are important for social information processing compared to the brains of neurotypical children. The amount of communication between these areas was associated with social and social communication difficulties.
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Affiliation(s)
- Renée Lajiness-O'Neill
- Eastern Michigan University, Ypsilanti, Michigan.,Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan
| | | | | | | | | | - Casey Swick
- Eastern Michigan University, Ypsilanti, Michigan
| | | | | | | | | | - Ioulia Kovelman
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan.,Department of Psychology, Ann Arbor, Michigan
| | - Neelima Wagley
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan.,Department of Psychology, Ann Arbor, Michigan
| | | | | | - Susan M Bowyer
- University of Massachusetts, Amherst, Massachusetts.,Wayne State University, Detroit, Michigan.,Oakland University, Rochester, Michigan
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20
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Bolaños AD, Coffman BA, Candelaria-Cook FT, Kodituwakku P, Stephen JM. Altered Neural Oscillations During Multisensory Integration in Adolescents with Fetal Alcohol Spectrum Disorder. Alcohol Clin Exp Res 2017; 41:2173-2184. [PMID: 28944474 DOI: 10.1111/acer.13510] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 09/19/2017] [Indexed: 01/22/2023]
Abstract
BACKGROUND Children with fetal alcohol spectrum disorder (FASD), who were exposed to alcohol in utero, display a broad range of sensory, cognitive, and behavioral deficits, which are broadly theorized to be rooted in altered brain function and structure. Based on the role of neural oscillations in multisensory integration from past studies, we hypothesized that adolescents with FASD would show a decrease in oscillatory power during event-related gamma oscillatory activity (30 to 100 Hz), when compared to typically developing healthy controls (HC), and that such decrease in oscillatory power would predict behavioral performance. METHODS We measured sensory neurophysiology using magnetoencephalography (MEG) during passive auditory, somatosensory, and multisensory (synchronous) stimulation in 19 adolescents (12 to 21 years) with FASD and 23 age- and gender-matched HC. We employed a cross-hemisphere multisensory paradigm to assess interhemispheric connectivity deficits in children with FASD. RESULTS Time-frequency analysis of MEG data revealed a significant decrease in gamma oscillatory power for both unisensory and multisensory conditions in the FASD group relative to HC, based on permutation testing of significant group differences. Greater beta oscillatory power (15 to 30 Hz) was also noted in the FASD group compared to HC in both unisensory and multisensory conditions. Regression analysis revealed greater predictive power of multisensory oscillations from unisensory oscillations in the FASD group compared to the HC group. Furthermore, multisensory oscillatory power, for both groups, predicted performance on the Intra-Extradimensional Set Shift Task and the Cambridge Gambling Task. CONCLUSIONS Altered oscillatory power in the FASD group may reflect a restricted ability to process somatosensory and multisensory stimuli during day-to-day interactions. These alterations in neural oscillations may be associated with the neurobehavioral deficits experienced by adolescents with FASD and may carry over to adulthood.
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Affiliation(s)
- Alfredo D Bolaños
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Brian A Coffman
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico.,Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Felicha T Candelaria-Cook
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico.,Biomedical Informatics Unit, Health Sciences Library and Informatics Center, University of New Mexico Health Sciences Center, Albuquerque, New Mexico
| | - Piyadasa Kodituwakku
- Department of Pediatrics, University of New Mexico Health Sciences Center, Albuquerque, New Mexico
| | - Julia M Stephen
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
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21
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Mueller A, Hong DS, Shepard S, Moore T. Linking ADHD to the Neural Circuitry of Attention. Trends Cogn Sci 2017; 21:474-488. [PMID: 28483638 PMCID: PMC5497785 DOI: 10.1016/j.tics.2017.03.009] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Revised: 03/14/2017] [Accepted: 03/15/2017] [Indexed: 11/16/2022]
Abstract
Attention deficit hyperactivity disorder (ADHD) is a complex condition with a heterogeneous presentation. Current diagnosis is primarily based on subjective experience and observer reports of behavioral symptoms - an approach that has significant limitations. Many studies show that individuals with ADHD exhibit poorer performance on cognitive tasks than neurotypical controls, and at least seven main functional domains appear to be implicated in ADHD. We discuss the underlying neural mechanisms of cognitive functions associated with ADHD, with emphasis on the neural basis of selective attention, demonstrating the feasibility of basic research approaches for further understanding cognitive behavioral processes as they relate to human psychopathology. The study of circuit-level mechanisms underlying executive functions in nonhuman primates holds promise for advancing our understanding, and ultimately the treatment, of ADHD.
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Affiliation(s)
- Adrienne Mueller
- Department of Neurobiology, Stanford University, Stanford, CA 94305, USA.
| | - David S Hong
- Department of Psychiatry, Stanford University, Stanford, CA 94305, USA
| | - Steven Shepard
- Department of Neurobiology, Stanford University, Stanford, CA 94305, USA
| | - Tirin Moore
- Department of Neurobiology, Stanford University, Stanford, CA 94305, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
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22
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Wilson TW, Heinrichs-Graham E, Proskovec AL, McDermott TJ. Neuroimaging with magnetoencephalography: A dynamic view of brain pathophysiology. Transl Res 2016; 175:17-36. [PMID: 26874219 PMCID: PMC4959997 DOI: 10.1016/j.trsl.2016.01.007] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Revised: 01/15/2016] [Accepted: 01/18/2016] [Indexed: 01/12/2023]
Abstract
Magnetoencephalography (MEG) is a noninvasive, silent, and totally passive neurophysiological imaging method with excellent temporal resolution (∼1 ms) and good spatial precision (∼3-5 mm). In a typical experiment, MEG data are acquired as healthy controls or patients with neurologic or psychiatric disorders perform a specific cognitive task, or receive sensory stimulation. The resulting data are generally analyzed using standard electrophysiological methods, coupled with advanced image reconstruction algorithms. To date, the total number of MEG instruments and associated users is significantly smaller than comparable human neuroimaging techniques, although this is likely to change in the near future with advances in the technology. Despite this small base, MEG research has made a significant impact on several areas of translational neuroscience, largely through its unique capacity to quantify the oscillatory dynamics of activated brain circuits in humans. This review focuses on the clinical areas where MEG imaging has arguably had the greatest impact in regard to the identification of aberrant neural dynamics at the regional and network level, monitoring of disease progression, determining how efficacious pharmacologic and behavioral interventions modulate neural systems, and the development of neural markers of disease. Specifically, this review covers recent advances in understanding the abnormal neural oscillatory dynamics that underlie Parkinson's disease, autism spectrum disorders, human immunodeficiency virus (HIV)-associated neurocognitive disorders, cerebral palsy, attention-deficit hyperactivity disorder, cognitive aging, and post-traumatic stress disorder. MEG imaging has had a major impact on how clinical neuroscientists understand the brain basis of these disorders, and its translational influence is rapidly expanding with new discoveries and applications emerging continuously.
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Affiliation(s)
- Tony W Wilson
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center (UNMC), Omaha, Neb; Center for Magnetoencephalography, UNMC, Omaha, Neb; Department of Neurological Sciences, UNMC, Omaha, Neb.
| | - Elizabeth Heinrichs-Graham
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center (UNMC), Omaha, Neb; Center for Magnetoencephalography, UNMC, Omaha, Neb
| | - Amy L Proskovec
- Center for Magnetoencephalography, UNMC, Omaha, Neb; Department of Psychology, University of Nebraska - Omaha, Neb
| | - Timothy J McDermott
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center (UNMC), Omaha, Neb; Center for Magnetoencephalography, UNMC, Omaha, Neb
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23
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Toscano-Zapién AL, Velázquez-López D, Velázquez-Martínez DN. Attentional Mechanisms during the Performance of a Subsecond Timing Task. PLoS One 2016; 11:e0158508. [PMID: 27467762 PMCID: PMC4965134 DOI: 10.1371/journal.pone.0158508] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 06/16/2016] [Indexed: 01/01/2023] Open
Abstract
There is evidence that timing processes in the suprasecond scale are modulated by attentional mechanisms; in addition, some studies have shown that attentional mechanisms also affect timing in the subsecond scale. Our aim was to study eye movements and pupil diameter during a temporal bisection task in the subsecond range. Subjects were trained to discriminate anchor intervals of 200 or 800 msec, and were then confronted with intermediate durations. Eye movements revealed that subjects used different cognitive strategies during the bisection timing task. When the stimulus to be timed appeared randomly at a central or 4 peripheral positions on a screen, some subjects choose to maintain their gaze toward the central area while other followed the peripheral placement of the stimulus; some others subjects used both strategies. The time of subjective equality did not differ between subjects who employed different attentional mechanisms. However, differences emerged in the timing variance and attentional indexes (time taken to initial fixation, latency to respond, pupil dilatation and duration and number of fixations to stimulus areas). Timing in the subsecond range seems invariant despite the use of different attentional strategies. Future research should determine whether the selection of attentional mechanisms is related to particular timing tasks or instructions or whether it represents idiosyncratic cognitive “styles”.
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Affiliation(s)
- Anna L. Toscano-Zapién
- Departamento de Psicofisiologia, Facultad de Psicología, Universidad Nacional Autónoma de México, D.F. México, 04510, México
| | - Daniel Velázquez-López
- Departamento de Matemáticas, Facultad de Ciencias, Universidad Nacional Autónoma de México, D.F. México, 04510, México
| | - David N. Velázquez-Martínez
- Departamento de Psicofisiologia, Facultad de Psicología, Universidad Nacional Autónoma de México, D.F. México, 04510, México
- * E-mail:
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24
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Porter AJ, Pillidge K, Stanford SC, Young JW. Differences in the performance of NK1R-/- ('knockout') and wildtype mice in the 5‑Choice Continuous Performance Test. Behav Brain Res 2015; 298:268-77. [PMID: 26522842 PMCID: PMC4683099 DOI: 10.1016/j.bbr.2015.10.045] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Revised: 10/19/2015] [Accepted: 10/23/2015] [Indexed: 12/22/2022]
Abstract
We compared the behaviour of NK1R−/− mice and wildtypes in the 5-Choice Continuous Performance Test. NK1R−/− mice did not express excess impulsivity (premature response or false alarms) in this test. NK1R−/− mice expressed excessive perseveration, which is common in ADHD. The findings point to a behavioural phenotype for ADHD patients with polymorphism of the TACR1 gene.
Mice lacking functional NK1 (substance P-preferring) receptors typically display excessive inattentiveness (omission errors) and impulsivity (premature responses) when compared with wildtypes in the 5-Choice Serial Reaction-Time Test (5-CSRTT). These abnormal behaviours are analogous to those seen in humans suffering from Attention Deficit Hyperactivity Disorder (ADHD). Here we used the 5-Choice Continuous‑Performance Test (5C-CPT) to ascertain whether NK1R−/− mice also display excessive false alarms (an inappropriate response to a ‘no-go’ signal), which is another form of impulsive behaviour. NK1R−/− mice completed more trials than wildtypes, confirming their ability to learn and carry out the task. At the start of Stage 1 of training, but not subsequently, they also scored more premature responses than wildtypes. When the mice were tested for the first time, neither false alarms nor premature responses was higher in NK1R−/− mice than wildtypes but, as in the 5-CSRTT, the latter behaviour was strongly dependent on time of day. NK1R−/− mice expressed excessive perseveration during all stages of the 5C-CPT. This behaviour is thought to reflect compulsive checking, which is common in ADHD patients. These findings point to differences in the 5-CSRTT and 5C-CPT protocols that could be important for distinguishing why the cognitive performance and response control of NK1R−/− mice differs from their wildtypes. The results further lead to the prediction that ADHD patients with polymorphism of the TACR1 gene (the human equivalent of Nk1r) would express more perseveration, but not false alarms, in Continuous Performance Tests when compared with other groups of subjects.
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Affiliation(s)
- Ashley J Porter
- Department of Neuroscience, Physiology and Pharmacology, University College London, Gower Street, London WC1E 6BT, UK
| | - Katharine Pillidge
- Department of Neuroscience, Physiology and Pharmacology, University College London, Gower Street, London WC1E 6BT, UK
| | - S Clare Stanford
- Department of Neuroscience, Physiology and Pharmacology, University College London, Gower Street, London WC1E 6BT, UK.
| | - Jared W Young
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Research Service, VA San Diego Healthcare System, San Diego, CA, USA
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Badura-Brack AS, Becker KM, McDermott TJ, Ryan TJ, Becker MM, Hearley AR, Heinrichs-Graham E, Wilson TW. Decreased somatosensory activity to non-threatening touch in combat veterans with posttraumatic stress disorder. Psychiatry Res 2015; 233:194-200. [PMID: 26184460 PMCID: PMC5828504 DOI: 10.1016/j.pscychresns.2015.06.012] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Revised: 04/22/2015] [Accepted: 06/27/2015] [Indexed: 02/08/2023]
Abstract
Posttraumatic stress disorder (PTSD) is a severe psychiatric disorder prevalent in combat veterans. Previous neuroimaging studies have demonstrated that patients with PTSD exhibit abnormal responses to non-threatening visual and auditory stimuli, but have not examined somatosensory processing. Thirty male combat veterans, 16 with PTSD and 14 without, completed a tactile stimulation task during a 306-sensor magnetoencephalography (MEG) recording. Significant oscillatory neural responses were imaged using a beamforming approach. Participants also completed clinical assessments of PTSD, combat exposure, and depression. We found that veterans with PTSD exhibited significantly reduced activity during early (0-125 ms) tactile processing compared with combat controls. Specifically, veterans with PTSD had weaker activity in the left postcentral gyrus, left superior parietal area, and right prefrontal cortex in response to nonthreatening tactile stimulation relative to veterans without PTSD. The magnitude of activity in these brain regions was inversely correlated with symptom severity, indicating that those with the most severe PTSD had the most abnormal neural responses. Our findings are consistent with a resource allocation view of perceptual processing in PTSD, which directs attention away from nonthreatening sensory information.
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Affiliation(s)
- Amy S. Badura-Brack
- Department of Psychology, Creighton University, Omaha, NE, USA,Corresponding Author: Amy Badura-Brack, Department of Psychology, Creighton University, 2500 California Plaza, Omaha, NE 68178 USA, Phone: (402) 280-1229, Fax: (402) 280-4748,
| | - Katherine M. Becker
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center (UNMC), Omaha, NE, USA,Center for Magnetoencephalography, UNMC, Omaha, NE, USA
| | | | - Tara J. Ryan
- Department of Psychology, Creighton University, Omaha, NE, USA,Department of Psychology, Simon Fraser University, Burnaby, BC, Canada
| | | | | | - Elizabeth Heinrichs-Graham
- Center for Magnetoencephalography, UNMC, Omaha, NE, USA,Department of Psychology, University of Nebraska-Omaha, Omaha, NE, USA
| | - Tony W. Wilson
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center (UNMC), Omaha, NE, USA,Center for Magnetoencephalography, UNMC, Omaha, NE, USA,Department of Psychology, University of Nebraska-Omaha, Omaha, NE, USA,Department of Neurological Sciences, UNMC, Omaha, NE, USA
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26
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Venkatasubramanian G. Understanding schizophrenia as a disorder of consciousness: biological correlates and translational implications from quantum theory perspectives. CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE : THE OFFICIAL SCIENTIFIC JOURNAL OF THE KOREAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY 2015; 13:36-47. [PMID: 25912536 PMCID: PMC4423156 DOI: 10.9758/cpn.2015.13.1.36] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Revised: 12/07/2014] [Accepted: 12/08/2014] [Indexed: 11/18/2022]
Abstract
From neurophenomenological perspectives, schizophrenia has been conceptualized as "a disorder with heterogeneous manifestations that can be integrally understood to involve fundamental perturbations in consciousness". While these theoretical constructs based on consciousness facilitate understanding the 'gestalt' of schizophrenia, systematic research to unravel translational implications of these models is warranted. To address this, one needs to begin with exploration of plausible biological underpinnings of "perturbed consciousness" in schizophrenia. In this context, an attractive proposition to understand the biology of consciousness is "the orchestrated object reduction (Orch-OR) theory" which invokes quantum processes in the microtubules of neurons. The Orch-OR model is particularly important for understanding schizophrenia especially due to the shared 'scaffold' of microtubules. The initial sections of this review focus on the compelling evidence to support the view that "schizophrenia is a disorder of consciousness" through critical summary of the studies that have demonstrated self-abnormalities, aberrant time perception as well as dysfunctional intentional binding in this disorder. Subsequently, these findings are linked with 'Orch-OR theory' through the research evidence for aberrant neural oscillations as well as microtubule abnormalities observed in schizophrenia. Further sections emphasize the applicability and translational implications of Orch-OR theory in the context of schizophrenia and elucidate the relevance of quantum biology to understand the origins of this puzzling disorder as "fundamental disturbances in consciousness".
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Affiliation(s)
- Ganesan Venkatasubramanian
- The Schizophrenia Clinic, Department of Psychiatry and Translational Psychiatry Laboratory, Neurobiology Research Centre, National Institute of Mental Health and Neurosciences, Bangalore,
India
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Lajiness-O’Neill R, Richard AE, Moran JE, Olszewski A, Pawluk L, Jacobson D, Mansour A, Vogt K, Erdodi LA, Moore AM, Bowyer SM. Neural synchrony examined with magnetoencephalography (MEG) during eye gaze processing in autism spectrum disorders: preliminary findings. J Neurodev Disord 2014; 6:15. [PMID: 24976870 PMCID: PMC4072845 DOI: 10.1186/1866-1955-6-15] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2013] [Accepted: 06/04/2014] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Gaze processing deficits are a seminal, early, and enduring behavioral deficit in autism spectrum disorder (ASD); however, a comprehensive characterization of the neural processes mediating abnormal gaze processing in ASD has yet to be conducted. METHODS This study investigated whole-brain patterns of neural synchrony during passive viewing of direct and averted eye gaze in ASD adolescents and young adults (M Age = 16.6) compared to neurotypicals (NT) (M Age = 17.5) while undergoing magnetoencephalography. Coherence between each pair of 54 brain regions within each of three frequency bands (low frequency (0 to 15 Hz), beta (15 to 30 Hz), and low gamma (30 to 45 Hz)) was calculated. RESULTS Significantly higher coherence and synchronization in posterior brain regions (temporo-parietal-occipital) across all frequencies was evident in ASD, particularly within the low 0 to 15 Hz frequency range. Higher coherence in fronto-temporo-parietal regions was noted in NT. A significantly higher number of low frequency cross-hemispheric synchronous connections and a near absence of right intra-hemispheric coherence in the beta frequency band were noted in ASD. Significantly higher low frequency coherent activity in bilateral temporo-parieto-occipital cortical regions and higher gamma band coherence in right temporo-parieto-occipital brain regions during averted gaze was related to more severe symptomology as reported on the Autism Diagnostic Interview-Revised (ADI-R). CONCLUSIONS The preliminary results suggest a pattern of aberrant connectivity that includes higher low frequency synchronization in posterior cortical regions, lack of long-range right hemispheric beta and gamma coherence, and decreased coherence in fronto-temporo-parietal regions necessary for orienting to shifts in eye gaze in ASD; a critical behavior essential for social communication.
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Affiliation(s)
- Renée Lajiness-O’Neill
- Eastern Michigan University, Ypsilanti, MI, USA
- Department of Psychiatry, Neuropsychology Section, University of Michigan Health Systems, Ann Arbor, MI, USA
- Henry Ford Hospital, Detroit, MI, USA
| | | | | | - Amy Olszewski
- Eastern Michigan University, Ypsilanti, MI, USA
- Department of Psychiatry, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Lesley Pawluk
- Eastern Michigan University, Ypsilanti, MI, USA
- Henry Ford Hospital, Detroit, MI, USA
| | | | | | - Kelly Vogt
- Eastern Michigan University, Ypsilanti, MI, USA
| | - Laszlo A Erdodi
- Dartmouth, Department of Psychiatry, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | | | - Susan M Bowyer
- Henry Ford Hospital, Detroit, MI, USA
- Wayne State University, Detroit, MI, USA
- Oakland University, Rochester, MI, USA
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28
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Heinrichs-Graham E, Franzen JD, Knott NL, White ML, Wetzel MW, Wilson TW. Pharmaco-MEG evidence for attention related hyper-connectivity between auditory and prefrontal cortices in ADHD. Psychiatry Res 2014; 221:240-5. [PMID: 24495532 PMCID: PMC4010384 DOI: 10.1016/j.pscychresns.2014.01.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 12/27/2013] [Accepted: 01/07/2014] [Indexed: 10/25/2022]
Abstract
The ability to attend to particular stimuli while ignoring others is crucial in goal-directed activities and has been linked with prefrontal cortical regions, including the dorsolateral prefrontal cortex (DLPFC). Both hyper- and hypo-activation in the DLPFC has been reported in patients with attention-deficit/hyperactivity disorder (ADHD) during many different cognitive tasks, but the network-level effects of such aberrant activity remain largely unknown. Using magnetoencephalography (MEG), we examined functional connectivity between regions of the DLPFC and the modality-specific auditory cortices during an auditory attention task in medicated and un-medicated adults with ADHD, and those without ADHD. Participants completed an attention task in two separate sessions (medicated/un-medicated), and each session consisted of two blocks (attend and no-attend). All MEG data were coregistered to structural MRI, corrected for head motion, and projected into source space. Subsequently, we computed the phase coherence (i.e., functional connectivity) between DLPFC regions and the auditory cortices. We found that un-medicated adults with ADHD exhibited greater phase coherence in the beta (14-30Hz) and gamma frequency (30-56Hz) range in attend and no-attend conditions compared to controls. Stimulant medication attenuated these differences, but did not fully eliminate them. These results suggest that aberrant bottom-up processing may engulf executive resources in ADHD.
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Affiliation(s)
- Elizabeth Heinrichs-Graham
- Department of Psychology, University of Nebraska, Omaha, NE, USA,Center for Magnetoencephalography (MEG), University of Nebraska Medical Center, Omaha, NE, USA
| | - John D. Franzen
- Department of Psychiatry, Bryan Health Medical Center, Lincoln, NE, USA,Department of Psychiatry, University of Nebraska Medical Center, Omaha, NE, USA
| | - Nichole L. Knott
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center, Omaha, NE, USA
| | - Matthew L. White
- Department of Radiology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Martin W. Wetzel
- Department of Psychiatry, University of Nebraska Medical Center, Omaha, NE, USA,Mental Health Unit, Lincoln Correctional Center, Nebraska Department of Correctional Services, Lincoln, NE, USA
| | - Tony W. Wilson
- Center for Magnetoencephalography (MEG), University of Nebraska Medical Center, Omaha, NE, USA,Department of Pharmacology & Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, USA,Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, USA,Corresponding Author: Tony W. Wilson, Ph.D., Center for Magnetoencephalography, University of Nebraska Medical Center, 988422 Nebraska Medical Center, Omaha, NE 68198, Phone: +1(402) 552-6431, Fax: +1 (402) 559-5747,
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