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Angulo-Sherman IN, León-Domínguez U, Martinez-Torteya A, Fragoso-González GA, Martínez-Pérez MV. Proficiency in motor imagery is linked to the lateralization of focused ERD patterns and beta PDC. J Neuroeng Rehabil 2025; 22:30. [PMID: 39980021 PMCID: PMC11844094 DOI: 10.1186/s12984-025-01571-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 02/06/2025] [Indexed: 02/22/2025] Open
Abstract
BACKGROUND Motor imagery based brain-computer interfaces (MI-BCIs) are systems that detect the mental rehearsal of movement from brain activity signals (EEG) for controlling devices that can potentiate motor neurorehabilitation. Considering the problem that MI proficiency requires training and it is not always achieved, EEG desirable features should be investigated to propose indicators of successful MI training. METHODS Nine healthy right-handed subjects trained with a MI-BCI for four sessions. In each session, EEG was recorded for 30 trials that consisted of a rest and a dominant-hand MI sequence, which were used for calibrating the system. Then, the subject participated in 160 trials in which a cursor was displaced on a screen by performing MI or relaxing to hit a target. The session's accuracy was calculated. For each trial from the calibration phase of the first session, the power spectral density (PSD) and the partial directed coherence (PDC) of the rest and MI EEG segments were obtained to estimate the event-related synchronization changes (ERS) and the connectivity patterns of the θ , α , β and γ bands that are associated with high BCI control (accuracy above 70% in at least one session). Finally, t-tests and rank-sum tests ( p < 0.05 , with Benjamini-Hochberg correction) were used to compare the ERS/ERD and PDC values of subjects with high and low accuracy, respectively. RESULTS Proficient users showed greater α ERD on the right-hand motor cortex (left hemisphere). Furthermore, the β PDC related to the ipsilateral motor cortex is commonly weakened during motor imagery, while the contralateral motor cortex γ PDC is enhanced. CONCLUSIONS Motor imagery proficiency is related to the focused and lateralized event-related α desynchronization patterns and the lateralization of β and γ PDC. Future analysis of these features could allow complimenting the information for assessment of subject-specific BCI control and the prediction of the effectiveness of motor-imagery training.
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Affiliation(s)
- Irma Nayeli Angulo-Sherman
- Departamento de Ingeniería Biomédica, Vicerrectoría de Ciencias de la Salud, Universidad de Monterrey, Av. Ignacio Morones Prieto 4500, 66238, San Pedro Garza García, México.
| | - Umberto León-Domínguez
- Laboratorio de Cognición Humana y Estudios del Cerebro, Departamento de Psicología, Vicerrectoría de Ciencias de la Salud, Universidad de Monterrey, Av. Ignacio Morones Prieto 4500, 66238, San Pedro Garza García, México
| | - Antonio Martinez-Torteya
- Escuela de Ingeniería y Tecnologías, Universidad de Monterrey, Av. Ignacio Morones Prieto 4500, 66238, San Pedro Garza García, México
| | - Gilberto Andrés Fragoso-González
- Departamento de Ingeniería Biomédica, Vicerrectoría de Ciencias de la Salud, Universidad de Monterrey, Av. Ignacio Morones Prieto 4500, 66238, San Pedro Garza García, México
| | - Mayté Verónica Martínez-Pérez
- Departamento de Ingeniería Biomédica, Vicerrectoría de Ciencias de la Salud, Universidad de Monterrey, Av. Ignacio Morones Prieto 4500, 66238, San Pedro Garza García, México
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Baumert PM, Faßbender K, Wintergerst MWM, Terheyden JH, Aslan B, Foulsham T, Harmening W, Ettinger U. Effects of lorazepam on saccadic eye movements - evidence from prosaccade and free viewing tasks. Psychopharmacology (Berl) 2025; 242:271-284. [PMID: 39225714 PMCID: PMC11775061 DOI: 10.1007/s00213-024-06672-z] [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] [Received: 05/07/2024] [Accepted: 08/08/2024] [Indexed: 09/04/2024]
Abstract
RATIONALE Peak velocities of saccadic eye movements are reduced after benzodiazepine administration. Even though this is an established effect, past research has only examined it in horizontal prosaccade tasks. OBJECTIVES The spectrum of saccadic eye movements, however, is much larger. Therefore, we aimed to make a first attempt at filling this research gap by testing benzodiazepine effects on saccades under different experimental task conditions. METHODS 1 mg lorazepam or placebo was administered (within-subjects, double-blind, in randomised order) to n = 30 healthy adults. Participants performed an extended version of the prosaccade task, including vertical saccade directions and different stimulus eccentricities, as well as a free viewing task. RESULTS Results from the prosaccade task confirmed established effects of benzodiazepines as well as saccade direction on saccadic parameters but additionally showed that the drug effect on peak velocity was independent of saccade direction. Remarkably, in the free viewing task peak velocities as well as other saccade parameters were unaffected by lorazepam. Furthermore, exploration patterns during free viewing did not change under lorazepam. CONCLUSIONS Overall, our findings further consolidate the peak velocity of prosaccades as a biomarker of sedation. Additionally, we suggest that sedative effects of low doses of benzodiazepines may be compensated in tasks that more closely resemble natural eye movement behaviour, possibly due to the lack of time constraints or via neurophysiological processes related to volition.
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Affiliation(s)
- Philine M Baumert
- Department of Psychology, University of Bonn, Kaiser-Karl-Ring 9, 53111, Bonn, Germany
| | - Kaja Faßbender
- Department of Psychology, University of Bonn, Kaiser-Karl-Ring 9, 53111, Bonn, Germany
| | | | - Jan H Terheyden
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Behrem Aslan
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Tom Foulsham
- Department of Psychology, University of Essex, Colchester, UK
| | - Wolf Harmening
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - Ulrich Ettinger
- Department of Psychology, University of Bonn, Kaiser-Karl-Ring 9, 53111, Bonn, Germany.
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Hudgens-Haney ME, Ethridge LE, McDowell JE, Keedy SK, Pearlson GD, Tamminga CA, Keshavan MS, Sweeney JA, Clementz BA. Psychosis subgroups differ in intrinsic neural activity but not task-specific processing. Schizophr Res 2018; 195:222-230. [PMID: 28844436 PMCID: PMC5826774 DOI: 10.1016/j.schres.2017.08.023] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 08/11/2017] [Accepted: 08/16/2017] [Indexed: 12/12/2022]
Abstract
Individuals with psychosis often show high levels of intrinsic, or nonspecific, neural activity, but attenuated stimulus-specific activity. Clementz et al. (2016) proposed that one subgroup of psychosis cases has accentuated intrinsic activity (Biotype-2's) and a different subgroup (Biotype-1's) has diminished intrinsic activity, with both groups exhibiting varying degrees of cognitive deficits. This model was studied by assessing neural activity in psychosis probands (N=105) during baseline and a 5second period in preparation for a pro-/anti-saccade task. Steady-state stimuli allowed real-time assessment of modulation of visuocortical investment to different target locations. Psychosis probands as a whole showed poor antisaccade performance. As expected, Biotype-1 showed diminished intrinsic neural activity and the worst behavior, and Biotype-2 showed accentuated intrinsic activity and less deviant behavior. Both of these groups also exhibited less dynamic oscillatory phase synchrony. Biotype-3 showed no neurophysiological differences from healthy individuals, despite a history of psychosis. Interestingly, all psychosis subgroups showed normal (i.e., not different from healthy) preparatory modulation of visuocortical investment as a function of cognitive demands, despite varying levels of task performance. Similar analyses conducted subgrouping cases by psychotic symptomatology revealed fewer and less consistent differences, including no intrinsic activity differences between any clinical subgroup and healthy individuals. This study illustrates that (i) differences in intrinsic neural activity may be a fundamental characteristic of psychosis and need to be evaluated separately from stimulus-specific responses, and (ii) grouping patients based on multidimensional classification using neurobiological data may have advantages for resolving heterogeneity and clarifying illness mechanisms relative to traditional psychiatric diagnoses.
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Affiliation(s)
- Matthew E. Hudgens-Haney
- Departments of Psychology and Neuroscience, Bio-Imaging Research Center, University of Georgia, Athens, Georgia
| | - Lauren E. Ethridge
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma,Department of Psychology, University of Oklahoma, Norman, Oklahoma
| | - Jennifer E. McDowell
- Departments of Psychology and Neuroscience, Bio-Imaging Research Center, University of Georgia, Athens, Georgia
| | - Sarah K. Keedy
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, Illinois
| | - Godfrey D. Pearlson
- Departments of Psychiatry and Neurobiology, Yale University School of Medicine, New Haven, Connecticut,Institute of Living, Hartford Hospital, Hartford, Connecticut
| | | | | | - John A. Sweeney
- Department of Psychiatry, UT-Southwestern, Dallas, Texas,Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Ohio
| | - Brett A. Clementz
- Departments of Psychology and Neuroscience, Bio-Imaging Research Center, University of Georgia, Athens, Georgia,To whom correspondence should be addressed: Brett A. Clementz, Ph.D. Psychology Department, Psychology Building, University of Georgia, Athens, GA 30602. , 706-542-2174
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Hudgens-Haney ME, Ethridge LE, Knight JB, McDowell JE, Keedy SK, Pearlson GD, Tamminga CA, Keshavan MS, Sweeney JA, Clementz BA. Intrinsic neural activity differences among psychotic illnesses. Psychophysiology 2017; 54:1223-1238. [PMID: 28419491 DOI: 10.1111/psyp.12875] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Revised: 03/03/2017] [Accepted: 03/11/2017] [Indexed: 12/13/2022]
Abstract
Individuals with psychosis have been reported to show either reduced or augmented brain responses under seemingly similar conditions. It is likely that inconsistent baseline-adjustment methods are partly responsible for this discrepancy. Using steady-state stimuli during a pro/antisaccade task, this study addressed the relationship between nonspecific and stimulus-related neural activity, and how these activities are modulated as a function of cognitive demands. In 98 psychosis probands (schizophrenia, schizoaffective disorder, and bipolar disorder with psychosis), neural activity was assessed during baseline and during a 5-s period in preparation for the pro/antisaccade task. To maximize the ability to identify meaningful differences between psychosis subtypes, analyses were conducted as a function of subgrouping probands by standard clinical diagnoses and neurobiological features. These psychosis "biotypes" were created using brain-based biomarkers, independent of symptomatology (Clementz et al., ). Psychosis probands as a whole showed poor antisaccade performance and diminished baseline oscillatory phase synchrony. Psychosis biotypes differed on both behavioral and brain measures, in ways predicted from Clementz et al. (). Two biotype groups showed similarly deficient behavior and baseline synchrony, despite diametrically opposed neural activity amplitudes. Another biotype subgroup was more similar to healthy individuals on behavioral and brain measures, despite the presence of psychosis. This study provides evidence that (a) consideration of baseline levels of activation and synchrony will be essential for a comprehensive understanding of neural response differences in psychosis, and (b) distinct psychosis subgroups exhibit reduced versus augmented intrinsic neural activity, despite cognitive performance and clinical similarities.
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Affiliation(s)
- Matthew E Hudgens-Haney
- Departments of Psychology and Neuroscience, Bio-Imaging Research Center, University of Georgia, Athens, Georgia
| | - Lauren E Ethridge
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma.,Department of Psychology, University of Oklahoma, Norman, Oklahoma
| | - Justin B Knight
- Departments of Psychology and Neuroscience, Bio-Imaging Research Center, University of Georgia, Athens, Georgia
| | - Jennifer E McDowell
- Departments of Psychology and Neuroscience, Bio-Imaging Research Center, University of Georgia, Athens, Georgia
| | - Sarah K Keedy
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, Illinois
| | - Godfrey D Pearlson
- Departments of Psychiatry and Neurobiology, Yale University School of Medicine, New Haven, Connecticut.,Institute of Living, Hartford Hospital, Hartford, Connecticut
| | - Carol A Tamminga
- Department of Psychiatry, University of Texas Southwestern, Dallas, Texas
| | | | - John A Sweeney
- Department of Psychiatry, University of Texas Southwestern, Dallas, Texas.,Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio
| | - Brett A Clementz
- Departments of Psychology and Neuroscience, Bio-Imaging Research Center, University of Georgia, Athens, Georgia
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Hamm JP, Sabatinelli D, Clementz BA. Alpha oscillations and the control of voluntary saccadic behavior. Exp Brain Res 2012; 221:123-8. [PMID: 22782481 PMCID: PMC3601791 DOI: 10.1007/s00221-012-3167-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2011] [Accepted: 06/24/2012] [Indexed: 12/13/2022]
Abstract
The purpose of this review is to explore the dynamic properties of alpha oscillations as biological covariates of intra- and inter-individual variance in saccadic behavior. A preponderance of research suggests that oscillatory dynamics in the alpha band co-vary with performance on a number of visuo-spatial cognitive tasks. Here we discuss a growing body of research relating these measures to saccadic behavior, focusing also on how task related and spontaneous measures of alpha oscillations may serve as potential biomarkers for ocular motor dysfunction in clinical populations.
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Affiliation(s)
- Jordan P. Hamm
- Department of Psychology, BioImaging Research Center, University of Georgia, Psychology Building, Athens, GA 30602-3013, USA. Department of Neuroscience, BioImaging Research Center, University of Georgia, Psychology Building, Athens, GA 30602-3013, USA
| | - Dean Sabatinelli
- Department of Psychology, BioImaging Research Center, University of Georgia, Psychology Building, Athens, GA 30602-3013, USA. Department of Neuroscience, BioImaging Research Center, University of Georgia, Psychology Building, Athens, GA 30602-3013, USA
| | - Brett A. Clementz
- Department of Psychology, BioImaging Research Center, University of Georgia, Psychology Building, Athens, GA 30602-3013, USA. Department of Neuroscience, BioImaging Research Center, University of Georgia, Psychology Building, Athens, GA 30602-3013, USA
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Pre-cue fronto-occipital alpha phase and distributed cortical oscillations predict failures of cognitive control. J Neurosci 2012; 32:7034-41. [PMID: 22593071 DOI: 10.1523/jneurosci.5198-11.2012] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Cognitive control is required for correct performance on antisaccade tasks, including the ability to inhibit an externally driven ocular motor response (a saccade to a peripheral stimulus) in favor of an internally driven ocular motor goal (a saccade directed away from a peripheral stimulus). Healthy humans occasionally produce errors during antisaccade tasks, but the mechanisms associated with such failures of cognitive control are uncertain. Most research on cognitive control failures focuses on poststimulus processing, although a growing body of literature highlights a role of intrinsic brain activity in perceptual and cognitive performance. The current investigation used dense array electroencephalography and distributed source analyses to examine brain oscillations across a wide frequency bandwidth in the period before antisaccade cue onset. Results highlight four important aspects of ongoing and preparatory brain activations that differentiate error from correct antisaccade trials: (1) ongoing oscillatory beta (20-30 Hz) power in anterior cingulate before trial initiation (lower for error trials); (2) instantaneous phase of ongoing alpha/theta (7 Hz) in frontal and occipital cortices immediately before trial initiation (opposite between trial types); (3) gamma power (35-60 Hz) in posterior parietal cortex 100 ms before cue onset (greater for error trials); and (4) phase locking of alpha (5-12 Hz) in parietal and occipital cortices immediately before cue onset (lower for error trials). These findings extend recently reported effects of pre-trial alpha phase on perception to cognitive control processes and help identify the cortical generators of such phase effects.
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Goepel J, Kissler J, Rockstroh B, Paul-Jordanov I. Medio-frontal and anterior temporal abnormalities in children with attention deficit hyperactivity disorder (ADHD) during an acoustic antisaccade task as revealed by electro-cortical source reconstruction. BMC Psychiatry 2011; 11:7. [PMID: 21226906 PMCID: PMC3025949 DOI: 10.1186/1471-244x-11-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2010] [Accepted: 01/12/2011] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Attention Deficit Hyperactivity Disorder (ADHD) is one of the most prevalent disorders in children and adolescence. Impulsivity is one of three core symptoms and likely associated with inhibition difficulties. To date the neural correlate of the antisaccade task, a test of response inhibition, has not been studied in children with (or without) ADHD. METHODS Antisaccade responses to visual and acoustic cues were examined in nine unmedicated boys with ADHD (mean age 122.44 ± 20.81 months) and 14 healthy control children (mean age 115.64 ± 22.87 months, three girls) while an electroencephalogram (EEG) was recorded. Brain activity before saccade onset was reconstructed using a 23-source-montage. RESULTS When cues were acoustic, children with ADHD had a higher source activity than control children in Medio-Frontal Cortex (MFC) between -230 and -120 ms and in the left-hemispheric Temporal Anterior Cortex (TAC) between -112 and 0 ms before saccade onset, despite both groups performing similarly behaviourally (antisaccades errors and saccade latency). When visual cues were used EEG-activity preceding antisaccades did not differ between groups. CONCLUSION Children with ADHD exhibit altered functioning of the TAC and MFC during an antisaccade task elicited by acoustic cues. Children with ADHD need more source activation to reach the same behavioural level as control children.
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Affiliation(s)
- Johanna Goepel
- Department of Psychology, University of Konstanz, Konstanz, Germany.
| | - Johanna Kissler
- Department of Psychology, University of Konstanz, Konstanz, Germany
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