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Tichenor SE, Wray AH, Ravizza SM, Yaruss JS. Individual differences in attentional control predict working memory capacity in adults who stutter. JOURNAL OF COMMUNICATION DISORDERS 2022; 100:106273. [PMID: 36274445 DOI: 10.1016/j.jcomdis.2022.106273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 10/03/2022] [Accepted: 10/09/2022] [Indexed: 06/16/2023]
Abstract
PURPOSE Prior research has suggested that people who stutter exhibit differences in some working memory tasks, particularly when more phonologically complex stimuli are used. This study aimed to further specify working memory differences in adults who stutter by not only accounting for linguistic demands of the stimuli but also individual differences in attentional control and experimental influences, such as concomitant processing requirements. METHOD This study included 40 adults who stutter and 42 adults who do not stutter who completed the Attention Network Test (ANT; Fan et al., 2002) and three complex span working memory tasks: the Operation Span (OSPAN), Rotation Span, and Symmetry Span (Draheim et al., 2018; Foster et al., 2015; Unsworth et al., 2005, 2009). All complex span tasks were dual-tasks and varied in linguistic content in task stimuli. RESULTS Working memory capacities demonstrated by adults who stutter paralleled the hierarchy of linguistic content across the three complex span tasks, with statistically significant between-group differences in working memory capacity apparent in the task with the highest linguistic demand (i.e., OSPAN). Individual differences in attentional control in adults who stutter also significantly predicted working memory capacity on the OSPAN. DISCUSSION Findings from this study extend existing working memory research in stuttering by showing that: (1) significant working memory differences are present between adults who stutter and adults who do not stutter even using relatively simple linguistic stimuli in dual-task working memory conditions; (2) adults who stutter with stronger executive control of attention demonstrate working memory capacity more comparable to adults who do not stutter on the OSPAN compared to adults who stutter with lower executive control of attention.
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Abstract
UNLABELLED Attention allows us to select relevant information from the background. Although several studies have described that cannabis use induces deleterious effects on attention, it remains unclear if cannabis dependence affects the attention network systems differently. OBJECTIVES To evaluate whether customary consumption of cannabis or cannabis dependence impacts the alerting, orienting, and executive control systems in young adults; to find out whether it is related to tobacco or alcohol dependence and if cannabis use characteristics are associated with the attention network systems. METHOD One-hundred and fifty-four healthy adults and 102 cannabis users performed the Attention Network Test (ANT) to evaluate the alerting, orienting, and executive control systems. RESULTS Cannabis use enhanced the alerting system but decreased the orienting system. Moreover, those effects seem to be associated with cannabis dependence. Out of all the cannabis-using variables, only the age of onset of cannabis use significantly predicted the efficiency of the orienting and executive control systems. CONCLUSION Cannabis dependence favors tonic alertness but reduces selective attention ability; earlier use of cannabis worsens the efficiency of selective attention and resolution of conflicts.
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Gray Matter Morphometry Correlates with Attentional Efficiency in Young-Adult Multiple Sclerosis. Brain Sci 2021; 11:brainsci11010080. [PMID: 33435314 PMCID: PMC7826940 DOI: 10.3390/brainsci11010080] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 01/02/2021] [Accepted: 01/07/2021] [Indexed: 01/27/2023] Open
Abstract
Slowed processing on the alerting, orienting and executive control components of attention measured using the Attention Network Test-Interactions (ANT-I) have been widely reported in multiple sclerosis (MS). Despite the assumption that these components correspond to specific neuroanatomical networks in the brain, little is known about gray matter changes that occur in MS and their association with ANT-I performance. We investigated vertex-wise cortical thickness changes and deep gray matter volumetric changes in young MS participants (N = 21, age range: 18-35) with pediatric or young-adult onset and mild disease severity. ANT-I scores and cortical thickness were not significantly different between MS participants and healthy volunteers (N = 19, age range: 18-35), but thalamic volumes were significantly lower in MS. Slowed reaction times on the alerting component in MS correlated significantly with reduced volume of the right pallidum in MS. Slowed reaction times on executive control component correlated significantly with reduced thickness in the frontal, parietal and visual cortical areas and with reduced volume of the left putamen in MS. These findings demonstrate associations between gray matter changes and attentional performance even in the absence of widespread atrophy or slowed attentional processes.
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Noel J, Viswanathan SA, Kuruvilla A. Nature and Correlates of Executive Dysfunction in Schizophrenia: An Exploratory Study. Indian J Psychol Med 2021; 43:16-23. [PMID: 34349302 PMCID: PMC8295581 DOI: 10.1177/0253717620929494] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Executive function (EF) impairment has been demonstrated in patients with schizophrenia. This study attempted to examine the clinical and demographic correlates associated with the different components of EF in these patients using a comprehensive battery of neuropsychological tests. MATERIALS AND METHODS Consecutive inpatients with schizophrenia in remission were recruited. The following instruments were administered: (a) Positive and Negative Syndrome Scale (PANSS), (b)World Health Organization Disability Assessment Schedule 2.0, (c) Tower of London, (d) Stroop Test, (e) Controlled Oral Word Association Test, (f) Animal Names Test, and (g) Verbal N-Back Test. Sociodemographic and clinical details were also recorded. Data was analyzed using standard bivariate and multivariate statistics. RESULTS A total of 50 patients were recruited. The mean age of the population was 30 years (standard deviation [SD]: 7.74). The majority were male, literate, single, from a rural background, from a middle socioeconomic background, and unemployed. The mean dose of antipsychotic medication was 618.57 mg (SD: 282.08) of chlorpromazine equivalents per day. Impairment was found in the different sub-components of EF. On multivariate analysis, factors significantly associated with executive dysfunction were lower education, unemployment, lower income, positive PANSS score, higher antipsychotic dose, and history of treatment with electroconvulsive therapy. CONCLUSION EFs encompass a wide range of cognitive processes that influence an individual's ability to adapt and function in the society. These are often impaired in patients with schizophrenia. Clinicians need to be aware of these deficits and factors associated with them, to plan appropriate and effective remedial measures.
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Affiliation(s)
- Joseph Noel
- Dept. of Psychiatry, Christian Medical College, Vellore, Tamil Nadu, India
| | | | - Anju Kuruvilla
- Dept. of Psychiatry, Christian Medical College, Vellore, Tamil Nadu, India
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Mash LE, Klein RM, Townsend J. Brief Report: A Gaming Approach to the Assessment of Attention Networks in Autism Spectrum Disorder and Typical Development. J Autism Dev Disord 2020; 50:2607-2615. [PMID: 29948528 DOI: 10.1007/s10803-018-3635-5] [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] [Indexed: 12/22/2022]
Abstract
Attentional impairments are among the earliest identifiable features of autism spectrum disorders (ASDs). Three attention networks have been extensively studied using the attention network test (ANT), but this long and repetitive task may pose challenges for individuals with ASDs. The AttentionTrip was developed as a more engaging measure of attention network efficiency. In 20 adults with ASDs and 20 typically developing controls, both tasks produced typical network scores (all p < .003, all Cohen's d > 0.78). Reaction time was less variable in the AttentionTrip than the ANT, possibly reflecting improved task engagement. Although the AttentionTrip elicited more consistent responses throughout an experimental session, anomalously low split-half reliability for its executive control network suggests that some changes may be needed.
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Affiliation(s)
- Lisa E Mash
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA.
| | - Raymond M Klein
- Department of Psychology and Neuroscience, Dalhousie University, Halifax, Canada
| | - Jeanne Townsend
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA.,Department of Neurosciences, University of California, San Diego, La Jolla, CA, USA
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Li Y, Wang Y, Jin X, Niu D, Zhang L, Jiang SY, Ruan HD, Ho GW. Sex differences in hemispheric lateralization of attentional networks. PSYCHOLOGICAL RESEARCH 2020; 85:2697-2709. [PMID: 33026540 DOI: 10.1007/s00426-020-01423-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 09/15/2020] [Indexed: 11/30/2022]
Abstract
Males and females differ in various abilities. However, sex differences in hemispheric lateralization of attentional processing are still not well-understood. Using a lateralized version of the attentional network test that combines the Posner cueing paradigm and visual field methodology, we aimed to examine sex differences in the lateralization of several attentional processes including alerting, executive control, orienting benefit, reorienting, and orienting cost. Fifty-six females and 59 males participated in this study. We found a left visual field (right hemisphere) advantage for alerting defined by the differences between no-cue and center-cue conditions in the male group, but it was mainly attributed to the left visual field advantage in the no-cue condition. In contrast, the female group exhibited a left visual field advantage in the center-cue condition. Both groups showed preferences to the left visual field for reorienting and orienting cost, but females exhibited larger effects. This indicates that the two sexes exhibit similarities in terms of the lateralization of these two attentional processes. Furthermore, the interactions between executive control and reorienting/orienting cost were more efficient in males than in females. The current study highlights sex differences in the hemispheric lateralization of attentional networks and possible underlying neural substrates.
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Affiliation(s)
- Yu Li
- Division of Science and Technology, Beijing Normal University-Hong Kong Baptist University United International College (UIC), 2000 Jintong Road, Zhuhai, 519087, Guangdong, China.,Department of Cognitive Science, Macquarie University, Sydney, NSW, Australia
| | - Yuanyuan Wang
- College of Education, Qufu Normal University, Qufu, Shandong, China
| | - Xiaohong Jin
- Student Affairs Office, Wuhan Polytechnic College, Wuhan, Hubei, China
| | - Dun Niu
- College of Education, Qufu Normal University, Qufu, Shandong, China
| | - Linjun Zhang
- Beijing Advanced Innovation Center for Language Resources and College of Advanced Chinese Training, Beijing Language and Culture University, Beijing, China
| | - Sabrina Yanan Jiang
- Division of Science and Technology, Beijing Normal University-Hong Kong Baptist University United International College (UIC), 2000 Jintong Road, Zhuhai, 519087, Guangdong, China
| | - Huada Daniel Ruan
- Division of Science and Technology, Beijing Normal University-Hong Kong Baptist University United International College (UIC), 2000 Jintong Road, Zhuhai, 519087, Guangdong, China
| | - Ghee Wee Ho
- Division of Science and Technology, Beijing Normal University-Hong Kong Baptist University United International College (UIC), 2000 Jintong Road, Zhuhai, 519087, Guangdong, China.
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Liu M, Zhang J, Jia W, Chang Q, Shan S, Hu Y, Wang D. Enhanced executive attention efficiency after adaptive force control training: Behavioural and physiological results. Behav Brain Res 2019; 376:111859. [DOI: 10.1016/j.bbr.2019.03.028] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 02/07/2019] [Accepted: 03/15/2019] [Indexed: 10/27/2022]
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Joyce AW, Friedman DR, Wolfe CD, Bell MA. Executive Attention at Eight Years: Concurrent and Longitudinal Predictors and Individual Differences. INFANT AND CHILD DEVELOPMENT 2018; 27. [PMID: 29731695 DOI: 10.1002/icd.2066] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Executive attention, the attention necessary to reconcile conflict among simultaneous attentional demands, is vital to children's daily lives. This attention develops rapidly as the anterior cingulate cortex and prefrontal areas mature during early and middle childhood. However, the developmental course of executive attention is not uniform amongst children. Therefore, the purpose of this investigation was to examine the role of individual differences in the development of executive attention by exploring the concurrent and longitudinal contributions to its development at 8 years of age. Executive attention was predicted by concurrent measures of frontal electroencephalography, lab-based performance on a conflict task, and parent report of attention. Longitudinally, 8-year-old executive attention, was significantly predicted by a combination of 4-year old frontal activity, conflict task performance, and parent report of attention focusing, but not with an analogous equation replacing attention focusing with attention shifting. Together, data demonstrate individual differences in executive attention.
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Leng Y, Shi Y, Yu Q, Van Horn JD, Tang H, Li J, Xu W, Ge X, Tang Y, Han Y, Zhang D, Xiao M, Zhang H, Pang Z, Toga AW, Liu S. Phenotypic and Genetic Correlations Between the Lobar Segments of the Inferior Fronto-occipital Fasciculus and Attention. Sci Rep 2016; 6:33015. [PMID: 27597294 PMCID: PMC5011720 DOI: 10.1038/srep33015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2016] [Accepted: 08/18/2016] [Indexed: 01/14/2023] Open
Abstract
Attention deficits may present dysfunctions in any one or two components of attention (alerting, orienting, and executive control (EC)). However, these various forms of attention deficits generally have abnormal microstructure integrity of inferior fronto-occipital fasciculus (IFOF). In this work, we aim to deeply explore: (1) associations between microstructure integrities of IFOF (including frontal, parietal, temporal, occipital, and insular segments) and attention by means of structural equation models and multiple regression analyses; (2) genetic/environmental effects on IFOF, attention, and their correlations using bivariate genetic analysis. EC function was attributed to the fractional anisotropy (FA) of left (correlation was driven by genetic and environmental factors) and right IFOF (correlation was driven by environmental factors), especially to left frontal part and right occipital part (correlation was driven by genetic factors). Alerting was associated with FA in parietal and insular parts of left IFOF. No significant correlation was found between orienting and IFOF. This study revealed the advantages of lobar-segmental analysis in structure-function correlation study and provided the anatomical basis for kinds of attention deficits. The common genetic/environmental factors implicated in the certain correlations suggested the common physiological mechanisms for two traits, which should promote the discovery of single-nucleotide polymorphisms affecting IFOF and attention.
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Affiliation(s)
- Yuan Leng
- Research Center for Sectional Imaging Anatomy, Shandong Provincial Key Laboratory of Mental Disorders, Shandong University School of Medicine, 44 Wen-hua Xi Road, 250012 Jinan, Shandong, China
- Laboratory of Neuro Imaging, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of University of Southern California, Los Angeles, CA 90033, USA
| | - Yonggang Shi
- Laboratory of Neuro Imaging, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of University of Southern California, Los Angeles, CA 90033, USA
| | - Qiaowen Yu
- Research Center for Sectional Imaging Anatomy, Shandong Provincial Key Laboratory of Mental Disorders, Shandong University School of Medicine, 44 Wen-hua Xi Road, 250012 Jinan, Shandong, China
| | - John Darrell Van Horn
- Laboratory of Neuro Imaging, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of University of Southern California, Los Angeles, CA 90033, USA
| | - Haiyan Tang
- Research Center for Sectional Imaging Anatomy, Shandong Provincial Key Laboratory of Mental Disorders, Shandong University School of Medicine, 44 Wen-hua Xi Road, 250012 Jinan, Shandong, China
| | - Junning Li
- Laboratory of Neuro Imaging, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of University of Southern California, Los Angeles, CA 90033, USA
| | - Wenjian Xu
- Department of Radiology, Affiliated Hospital of Medical College, Qingdao University, 266003 Qingdao, Shandong, China
| | - Xinting Ge
- Research Center for Sectional Imaging Anatomy, Shandong Provincial Key Laboratory of Mental Disorders, Shandong University School of Medicine, 44 Wen-hua Xi Road, 250012 Jinan, Shandong, China
| | - Yuchun Tang
- Research Center for Sectional Imaging Anatomy, Shandong Provincial Key Laboratory of Mental Disorders, Shandong University School of Medicine, 44 Wen-hua Xi Road, 250012 Jinan, Shandong, China
| | - Yan Han
- Department of Radiology, Affiliated Hospital of Medical College, Qingdao University, 266003 Qingdao, Shandong, China
| | - Dong Zhang
- Department of Epidemiology, Qingdao Municipal Center for Disease Control and Prevention, 266033 Qingdao, Shandong, China
| | - Min Xiao
- Research Center for Sectional Imaging Anatomy, Shandong Provincial Key Laboratory of Mental Disorders, Shandong University School of Medicine, 44 Wen-hua Xi Road, 250012 Jinan, Shandong, China
| | - Huaqiang Zhang
- Department of Epidemiology, Qingdao Municipal Center for Disease Control and Prevention, 266033 Qingdao, Shandong, China
| | - Zengchang Pang
- Department of Epidemiology, Qingdao Municipal Center for Disease Control and Prevention, 266033 Qingdao, Shandong, China
| | - Arthur W. Toga
- Laboratory of Neuro Imaging, USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of University of Southern California, Los Angeles, CA 90033, USA
| | - Shuwei Liu
- Research Center for Sectional Imaging Anatomy, Shandong Provincial Key Laboratory of Mental Disorders, Shandong University School of Medicine, 44 Wen-hua Xi Road, 250012 Jinan, Shandong, China
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A systematic review comparing sex differences in cognitive function in schizophrenia and in rodent models for schizophrenia, implications for improved therapeutic strategies. Neurosci Biobehav Rev 2016; 68:979-1000. [DOI: 10.1016/j.neubiorev.2016.06.029] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2015] [Revised: 06/11/2016] [Accepted: 06/20/2016] [Indexed: 01/07/2023]
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The Attention Network Test-Interaction (ANT-I): reliability and validity in healthy older adults. Exp Brain Res 2015; 234:815-27. [DOI: 10.1007/s00221-015-4493-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Accepted: 11/02/2015] [Indexed: 10/22/2022]
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Xu J, Yin X, Ge H, Han Y, Pang Z, Tang Y, Liu B, Liu S. Attentional performance is correlated with the local regional efficiency of intrinsic brain networks. Front Behav Neurosci 2015; 9:200. [PMID: 26283939 PMCID: PMC4517058 DOI: 10.3389/fnbeh.2015.00200] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Accepted: 07/13/2015] [Indexed: 11/13/2022] Open
Abstract
Attention is a crucial brain function for human beings. Using neuropsychological paradigms and task-based functional brain imaging, previous studies have indicated that widely distributed brain regions are engaged in three distinct attention subsystems: alerting, orienting and executive control (EC). Here, we explored the potential contribution of spontaneous brain activity to attention by examining whether resting-state activity could account for individual differences of the attentional performance in normal individuals. The resting-state functional images and behavioral data from attention network test (ANT) task were collected in 59 healthy subjects. Graph analysis was conducted to obtain the characteristics of functional brain networks and linear regression analyses were used to explore their relationships with behavioral performances of the three attentional components. We found that there was no significant relationship between the attentional performance and the global measures, while the attentional performance was associated with specific local regional efficiency. These regions related to the scores of alerting, orienting and EC largely overlapped with the regions activated in previous task-related functional imaging studies, and were consistent with the intrinsic dorsal and ventral attention networks (DAN/VAN). In addition, the strong associations between the attentional performance and specific regional efficiency suggested that there was a possible relationship between the DAN/VAN and task performances in the ANT. We concluded that the intrinsic activity of the human brain could reflect the processing efficiency of the attention system. Our findings revealed a robust evidence for the functional significance of the efficiently organized intrinsic brain network for highly productive cognitions and the hypothesized role of the DAN/VAN at rest.
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Affiliation(s)
- Junhai Xu
- Department of Computer Information and Technology, School of Computer Science and Technology, Tianjin University Tianjin, China ; Research Center for Sectional and Imaging Anatomy, Department of Anatomy and Histology Embryology, Shandong University School of Medicine Jinan, China
| | - Xuntao Yin
- Research Center for Sectional and Imaging Anatomy, Department of Anatomy and Histology Embryology, Shandong University School of Medicine Jinan, China
| | - Haitao Ge
- Research Center for Sectional and Imaging Anatomy, Department of Anatomy and Histology Embryology, Shandong University School of Medicine Jinan, China
| | - Yan Han
- Department of Radiology, Affiliated Hospital of Medical College, Qingdao University Qingdao, China
| | - Zengchang Pang
- Department of Epidemiology, Qingdao Municipal Central for Disease Control and Prevention Qingdao, China
| | - Yuchun Tang
- Research Center for Sectional and Imaging Anatomy, Department of Anatomy and Histology Embryology, Shandong University School of Medicine Jinan, China
| | - Baolin Liu
- Department of Computer Information and Technology, School of Computer Science and Technology, Tianjin University Tianjin, China
| | - Shuwei Liu
- Research Center for Sectional and Imaging Anatomy, Department of Anatomy and Histology Embryology, Shandong University School of Medicine Jinan, China
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Epstein KA, Kumra S. Executive attention impairment in adolescents with schizophrenia who have used cannabis. Schizophr Res 2014; 157:48-54. [PMID: 24875171 PMCID: PMC4105131 DOI: 10.1016/j.schres.2014.04.035] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Revised: 04/18/2014] [Accepted: 04/23/2014] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Repeated exposure to cannabis in nonpsychotic adolescents is associated with impairments in executive control of attention, similar to those observed in young adults with first-episode schizophrenia. To assess the impact of recurrent exposure to cannabis on cognitive function, this study characterized attention performance in both nonpsychotic adolescents and adolescents with early-onset schizophrenia (EOS). METHOD The Attention Network Test, a standard procedure that estimates the functional state of neural networks controlling the efficiency of three different attentional behaviors (alerting, orienting, and executive attention), was administered to four groups of participants: (1) adolescents with EOS and comorbid cannabis use disorder (EOS+CUD; n=18), (2) "Pure" schizophrenia (EOS; n=34), (3) "Pure" cannabis use disorder (CUD; n=29), and (4) Healthy controls (HC; n=53). Task performance was examined with a 2×2 design (EOS+ versus EOS- and CUD+ versus CUD-) using multivariate analysis of covariance. Correlative analyses were conducted between executive attention performance and measures of surface area in the right anterior cingulate cortex. RESULTS A significant EOS×CUD interaction was observed. In the executive attention network, adolescents with EOS+CUD showed reduced efficiency relative to adolescents with pure EOS, whereas no group differences were found between adolescents with pure CUD and HC. Less efficient executive attention was significantly associated with smaller surface area in the right caudal anterior cingulate cortex in EOS+CUD. CONCLUSIONS These preliminary data suggest that the presence of CUD has a moderating effect on attentional performance in adolescents with schizophrenia compared to nonpsychotic adolescents. These deficits could have a role in difficulties with self-regulation and predisposition to substance misuse in this patient group. The anatomic substrate of this cognitive deficit may be related to surface area in the right caudal anterior cingulate cortex.
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Xu J, Rees G, Yin X, Song C, Han Y, Ge H, Pang Z, Xu W, Tang Y, Friston K, Liu S. Spontaneous neuronal activity predicts intersubject variations in executive control of attention. Neuroscience 2014; 263:181-92. [PMID: 24447598 DOI: 10.1016/j.neuroscience.2014.01.020] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2013] [Revised: 01/10/2014] [Accepted: 01/10/2014] [Indexed: 01/27/2023]
Abstract
Executive control of attention regulates our thoughts, emotion and behavior. Individual differences in executive control are associated with task-related differences in brain activity. But it is unknown whether attentional differences depend on endogenous (resting state) brain activity and to what extent regional fluctuations and functional connectivity contribute to individual variations in executive control processing. Here, we explored the potential contribution of intrinsic brain activity to executive control by using resting-state functional magnetic resonance imaging (fMRI). Using the amplitude of low-frequency fluctuations (ALFF) as an index of spontaneous brain activity, we found that ALFF in the right precuneus (PCUN) and the medial part of left superior frontal gyrus (msFC) was significantly correlated with the efficiency of executive control processing. Crucially, the strengths of functional connectivity between the right PCUN/left msFC and distributed brain regions, including the left fusiform gyrus, right inferior frontal gyrus, left superior frontal gyrus and right precentral gyrus, were correlated with individual differences in executive performance. Together, the ALFF and functional connectivity accounted for 67% of the variability in behavioral performance. Moreover, the strength of functional connectivity between specific regions could predict more individual variability in executive control performance than regionally specific fluctuations. In conclusion, our findings suggest that spontaneous brain activity may reflect or underpin executive control of attention. It will provide new insights into the origins of inter-individual variability in human executive control processing.
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Affiliation(s)
- J Xu
- Research Center for Sectional and Imaging Anatomy, Shandong University School of Medicine, Jinan, Shandong, China; UCL Institute of Cognitive Neuroscience, London, United Kingdom; Wellcome Trust Centre for Neuroimaging, University College London (UCL) Institute of Neurology, London, United Kingdom
| | - G Rees
- UCL Institute of Cognitive Neuroscience, London, United Kingdom; Wellcome Trust Centre for Neuroimaging, University College London (UCL) Institute of Neurology, London, United Kingdom
| | - X Yin
- Research Center for Sectional and Imaging Anatomy, Shandong University School of Medicine, Jinan, Shandong, China
| | - C Song
- UCL Institute of Cognitive Neuroscience, London, United Kingdom
| | - Y Han
- Department of Radiology, Affiliated Hospital of Medical College, Qingdao University, Qingdao, Shandong, China
| | - H Ge
- Research Center for Sectional and Imaging Anatomy, Shandong University School of Medicine, Jinan, Shandong, China
| | - Z Pang
- Department of Epidemiology, Qingdao Municipal Central for Disease Control and Prevention, Qingdao, Shandong, China
| | - W Xu
- Department of Radiology, Affiliated Hospital of Medical College, Qingdao University, Qingdao, Shandong, China
| | - Y Tang
- Research Center for Sectional and Imaging Anatomy, Shandong University School of Medicine, Jinan, Shandong, China
| | - K Friston
- Wellcome Trust Centre for Neuroimaging, University College London (UCL) Institute of Neurology, London, United Kingdom
| | - S Liu
- Research Center for Sectional and Imaging Anatomy, Shandong University School of Medicine, Jinan, Shandong, China.
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Abstract
BACKGROUND We compared the attention abilities of a group of first-episode schizophrenia (FES) patients and a group of healthy participants using the Attention Network Test (ANT), a standard procedure that estimates the functional state of three neural networks controlling the efficiency of three different attentional behaviors, i.e., alerting (achieving and maintaining a state of high sensitivity to incoming stimuli), orienting (ability to select information from sensory input), and executive attention (mechanisms for resolving conflict among thoughts, feelings, and actions). METHODS We evaluated 22 FES patients from 17 to 29 years of age with a recent history of a single psychotic episode treated only with atypical neuroleptics, and 20 healthy persons matched with FES patients by sex, age, and educational level as the control group. Attention was estimated using the ANT in which participants indicate whether a central horizontal arrow is pointing to the left or the right. The central arrow may be preceded by spatial or temporal cues denoting where and when the arrow will appear, and may be flanked by other arrows (hereafter, flankers) pointing in the same or the opposite direction. RESULTS The efficiency of the alerting, orienting, and executive networks was estimated by measuring how reaction time was influenced by congruency between temporal, spatial, and flanker cues. We found that the control group only demonstrated significantly greater attention efficiency than FES patients in the executive attention network. CONCLUSIONS FES patients are impaired in executive attention but not in alerting or orienting attention, suggesting that executive attention deficit may be a primary impairment during the progression of the disease.
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Impaired executive control of emotional information in social anhedonia. Psychiatry Res 2012; 197:29-35. [PMID: 22425470 DOI: 10.1016/j.psychres.2011.12.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2011] [Revised: 08/20/2011] [Accepted: 12/12/2011] [Indexed: 10/28/2022]
Abstract
We examined the executive control of emotional information and its relationship to social functioning in individuals at risk for schizophrenia, defined by high social anhedonia (SA). Using the same structure as the Attentional Network Test (ANT), we developed a measure of executive control of emotional information (ANT-Emotion) in which subjects identify the direction of an arrow flanked by irrelevant angry or neutral faces. Subjects completed the ANT, ANT-Emotion, and the Social Adjustment Scale, Self-Report (SAS-SR), a measure of social functioning. While there were no group differences in the alerting, orienting, and executive control networks assessed by the ANT, high SA individuals exhibited a specific impairment in the executive control of emotional information. High SA individuals also reported poorer social functioning. However, executive control of emotional information did not mediate the relationship between SA and social functioning. These findings indicate that, in high-risk populations, the impaired ability to inhibit emotional information allows negative affective stimuli to exert inappropriate influence on cognitive processes. These results are consistent with studies indicating similar findings in schizophrenia patients, suggesting that impaired inhibition of negative emotion may be part of the liability for the disorder.
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Hahn C, Hahn E, Dettling M, Güntürkün O, Ta TMT, Neuhaus AH. Effects of smoking history on selective attention in schizophrenia. Neuropharmacology 2012; 62:1897-902. [PMID: 22245543 DOI: 10.1016/j.neuropharm.2011.12.032] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Revised: 12/14/2011] [Accepted: 12/30/2011] [Indexed: 12/24/2022]
Abstract
Smoking prevalence is highly elevated in schizophrenia compared to the general population and to other psychiatric populations. Evidence suggests that smoking may lead to improvements of schizophrenia-associated attention deficits; however, large-scale studies on this important issue are scarce. We examined whether sustained, selective, and executive attention processes are differentially modulated by long-term nicotine consumption in 104 schizophrenia patients and 104 carefully matched healthy controls. A significant interaction of 'smoking status' × 'diagnostic group' was obtained for the domain of selective attention. Smoking was significantly associated with a detrimental conflict effect in controls, while the opposite effect was revealed for schizophrenia patients. Likewise, a positive correlation between a cumulative measure of nicotine consumption and conflict effect in controls and a negative correlation in patients were found. These results provide evidence for specific directional effects of smoking on conflict processing that critically dissociate with diagnosis. The data supports the self-medication hypothesis of smoking in schizophrenia and suggests selective attention as a specific cognitive domain targeted by nicotine consumption. A potential mechanistic model explaining these findings is discussed.
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Affiliation(s)
- Constanze Hahn
- Department of Biopsychology, Ruhr University, Bochum, Germany
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Impaired cognitive inhibition in schizophrenia: a meta-analysis of the Stroop interference effect. Schizophr Res 2011; 133:172-81. [PMID: 21937199 DOI: 10.1016/j.schres.2011.08.025] [Citation(s) in RCA: 100] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2011] [Revised: 08/09/2011] [Accepted: 08/29/2011] [Indexed: 11/22/2022]
Abstract
Schizophrenia has been consistently shown to be associated with impairment in executive functioning. However, although frequently treated as such, the term executive functioning does not refer to a unitary cognitive function; it rather represents a set of basic, lower-level cognitive sub-components, e.g. updating, shifting, and cognitive inhibition. This specification into sub-components allows for a further differentiation of the executive deficits found in schizophrenia. Focusing on the sub-component of cognitive inhibition, we here present a meta-analysis of interference effect as assessed with the Stroop Color-Word Interference paradigm. Including the results of 36 studies with 1081 schizophrenia patients and 1026 healthy control subjects, it was shown that schizophrenia patients exhibit an increased Stroop interference effect both in response time (mean effect size: M(g) = 0.43; 95% confidence interval, CI95%: 0.35-0.52) and accuracy (M(g) = 0.62; CI95%: 0.47-0.77) measures of interference. However, a meta-regression analysis revealed that the size of the effect varies depending on the version of the Stroop paradigm used. Regarding the response time measures of interference, studies using the classical card version of the paradigm showed a significantly larger effect size than studies using a single-trial computerized version of the paradigm (M(g) = 0.60 vs. M(g) = 0.19). Despite of the dissociation between the two versions of the paradigm, the results of the present meta-analysis indicate that the reported global deficits in executive functioning found to be associated with schizophrenia are at least partly due to a reduced ability of cognitive inhibition.
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Hahn E, Ta TMT, Hahn C, Kuehl LK, Ruehl C, Neuhaus AH, Dettling M. Test-retest reliability of Attention Network Test measures in schizophrenia. Schizophr Res 2011; 133:218-22. [PMID: 22000937 DOI: 10.1016/j.schres.2011.09.026] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2011] [Revised: 09/10/2011] [Accepted: 09/18/2011] [Indexed: 10/16/2022]
Abstract
BACKGROUND The Attention Network Test (ANT) is a well established behavioral measure in neuropsychological research to assess three different facets of selective attention, i.e., alerting, orienting, and conflict processing. Although the ANT has been applied in healthy individuals and various clinical populations, data on retest reliability are scarce in healthy samples and lacking for clinical populations. The objective of the present study was a longitudinal assessment of relevant ANT network measures in healthy controls and schizophrenic patients. METHODS Forty-five schizophrenic patients and 55 healthy controls were tested with ANT in a test-retest design with an average interval of 7.4 months between test sessions. Test-retest reliability was analyzed with Pearson and Intra-class correlations. RESULTS Healthy controls revealed moderate to high test-retest correlations for mean reaction time, mean accuracy, conflict effect, and conflict error rates. In schizophrenic patients, moderate test-retest correlations for mean reaction time, orienting effect, and conflict effect were found. The analysis of error rates in schizophrenic patients revealed very low test-retest correlations. CONCLUSIONS The current study provides converging statistical evidence that the conflict effect and mean reaction time of ANT yield acceptable test-retest reliabilities in healthy controls and, investigated longitudinally for the first time, also in schizophrenia. Obtained differences of alerting and orienting effects in schizophrenia case-control studies should be considered more carefully. The analysis of error rates revealed heterogeneous results and therefore is not recommended for case control studies in schizophrenia.
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Affiliation(s)
- Eric Hahn
- Department of Psychiatry and Psychotherapy, Charité University Medicine, Campus Benjamin Franklin, Berlin, Germany.
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Yin X, Han Y, Ge H, Xu W, Huang R, Zhang D, Xu J, Fan L, Pang Z, Liu S. Inferior frontal white matter asymmetry correlates with executive control of attention. Hum Brain Mapp 2011; 34:796-813. [PMID: 22110013 DOI: 10.1002/hbm.21477] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2011] [Revised: 08/11/2011] [Accepted: 09/02/2011] [Indexed: 11/08/2022] Open
Abstract
White matter (WM) asymmetries of the human brain have been well documented using diffusion tensor imaging (DTI). However, the relationship between WM asymmetry pattern and cognitive performance is poorly understood. By means of tract-based spatial statistics (TBSS) and voxel-based analyses of whole brain, this study examined the WM asymmetries and the correlations between WM integrity/asymmetries and three distinct components of attention, namely alerting, orienting, and executive control (EC), which were assessed by attention network test (ANT). We revealed a number of WM anisotropy asymmetries, including leftward asymmetry of cingulum, corticospinal tract and cerebral peduncle, rightward asymmetry of internal capsule, superior longitudinal fasciculus and posterior corona radiata, as well as heterogeneous asymmetries in anterior corpus callosum and anterior corona radiata (ACR). Moreover, specific correlation was found between asymmetric pattern of inferior frontal ACR and EC performance. Additionally, this study also proposed that there were no significant relationships of WM anisotropy asymmetries to alerting and orienting functions. Further clusters of interest analyses and probabilistic fiber tracking validated our findings. In conclusion, there are a number of differences in WM integrity between human brain hemispheres. Specially, the anisotropy asymmetry in inferior frontal ACR plays a crucial role in EC function. Our finding is supportive of the functional studies of inferior frontal regions and in keeping with the theory of the brain lateralization on human ventral attention system.
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Affiliation(s)
- Xuntao Yin
- Research Center for Sectional and Imaging Anatomy, Shandong University School of Medicine, Jinan, Shandong, China
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Backes V, Kellermann T, Voss B, Krämer J, Depner C, Schneider F, Habel U. Neural correlates of the attention network test in schizophrenia. Eur Arch Psychiatry Clin Neurosci 2011; 261 Suppl 2:S155-60. [PMID: 21959916 DOI: 10.1007/s00406-011-0264-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2011] [Accepted: 09/15/2011] [Indexed: 11/26/2022]
Abstract
Attentional deficits are prominent in schizophrenia, affecting nearly all cognitive functions. Human attention comprises three essential components: alerting, orienting and executive control. For the assessment of these functions, the attention network test (ANT) has been proposed and used in healthy controls and patients. In schizophrenia, the ANT has revealed behavioral deficits; however, the corresponding neural correlates have not been examined. In the present study, neural correlates of attention were investigated in 17 schizophrenia patients and 17 healthy controls using the ANT with fMRI. Behavioral deficits emerged in the alertness system with a reduced efficiency for temporal cues. In fMRI, changes were observed for all three domains-alerting, orienting and conflict-and revealed hyper- as well as hypoactivation in patients. Affected regions during alerting comprised a broad fronto-temporo-parieto-occipito-cerebellar network, while differences during orienting mainly tapped fronto-parietal regions and during conflict processing a thalamo-frontal-temporal occipital network including the postcentral regions. In general, hyperactivations were positively correlated with more severe psychopathologial symptoms.
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Affiliation(s)
- Volker Backes
- Department of Psychiatry, Psychotherapy and Psychosomatics, RWTH Aachen University, Pauwelsstr. 30, 52074 Aachen, Germany.
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Alterations of the attentional networks in patients with anxiety disorders. J Anxiety Disord 2011; 25:888-95. [PMID: 21641180 DOI: 10.1016/j.janxdis.2011.04.010] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2010] [Revised: 04/28/2011] [Accepted: 04/29/2011] [Indexed: 01/04/2023]
Abstract
Cognitive theories of emotion try to explain how anxious people attend to the world. Despite the increase in empirical research in this field, the specific or general attentional impairments of patients with anxiety disorder is not well defined. We decided to investigate the relationship between pathological anxiety and attentional mechanisms from the broader perspective of the attentional networks. In our study, patients with anxiety disorders and control participants carried out a task to assess efficiency of three attentional networks: orienting, alerting, and executive control. The main result was that anxiety disorders are related to both reduced effectiveness of the executive control network and difficulties in disengaging attention from invalid cues, even when using emotionally neutral information. This relationship between these attentional networks and anxiety may in part explain the problems in the day-to-day functioning of these patients.
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Neuhaus AH, Hahn E, Hahn C, Ta TMT, Opgen-Rhein C, Urbanek C, Dettling M. Visual P3 amplitude modulation deficit in schizophrenia is independent of duration of illness. Schizophr Res 2011; 130:210-5. [PMID: 21382693 DOI: 10.1016/j.schres.2011.02.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2010] [Revised: 02/08/2011] [Accepted: 02/08/2011] [Indexed: 10/18/2022]
Abstract
BACKGROUND In the search for markers of schizophrenia, functional deficits during inhibition have been a major focus. In previous studies, we found a reduced amplitude modulation of the visual P3 component of the event-related potential (ERP) in schizophrenic patients during inhibition in the Attention Network Test (ANT). The objective of the present study was to explore whether this deficit exhibits properties of a trait or state marker of schizophrenia. METHODS Eighteen recent onset inpatients and eighteen chronic schizophrenic outpatients as well as 36 healthy controls, including a young adult and an old adult group to match recent onset and chronic illness groups for age and sex, were included. Participants were tested with ANT while 32-channel electroencephalogram was recorded and visual P3 amplitudes were analyzed. Amplitude modulation was defined as the variation of P3 amplitude at Pz as a function of ANT flanker conditions. RESULTS There were no significant behavioral between-group differences in terms of alerting, orienting, and inhibition. Mean visual P3 was significantly lower in schizophrenic patients than in healthy controls. Parietal P3 amplitude was significantly less modulated in both recent onset (-0.035) and chronic schizophrenic patients (-0.081) compared with young (-0.588; p<0.05) and older healthy controls, respectively (-0.556; p<0.05). No correlations were obtained between P3 modulation and clinical or demographic variables. CONCLUSION The results provide evidence that the observed deficit of visual P3 amplitude modulation is independent of duration of illness and age and may contain properties of a trait marker of schizophrenia.
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Affiliation(s)
- Andres H Neuhaus
- Department of Psychiatry and Psychotherapy, Charité University Medicine, Campus Benjamin Franklin, Berlin, Germany.
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Cognition and global assessment of functioning in male and female outpatients with schizophrenia spectrum disorders. J Nerv Ment Dis 2011; 199:445-8. [PMID: 21716056 DOI: 10.1097/nmd.0b013e318221413e] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The relationship between the symptom and function subscales of the Global Assessment of Functioning (GAF) and neurocognitive test performance was studied in 195 outpatients with schizophrenia, schizoaffective disorder, or delusional disorder who were assigned to functional groups based on their sex. A composite cognition score was created based on z-scores. Stepwise multiple regression analysis was used to assess the predictive value of GAF Symptom and GAF Function on composite cognition and to check for the effect of the individual cognitive tests against the GAF subscales. Better composite cognition scores were predicted by higher function levels in male patients and by lower symptom levels in female patients. There was also a sex-specific difference in neurocognitive components, indicating that executive functioning may have a greater impact on the symptom and function profiles of male schizophrenia spectrum patients than on that of female patients. The results suggest that endophenotypes in schizophrenia may be sex-specific.
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Neuhaus AH, Karl C, Hahn E, Trempler NR, Opgen-Rhein C, Urbanek C, Hahn C, Ta TMT, Dettling M. Dissection of early bottom-up and top-down deficits during visual attention in schizophrenia. Clin Neurophysiol 2011; 122:90-8. [DOI: 10.1016/j.clinph.2010.06.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2010] [Revised: 04/19/2010] [Accepted: 06/13/2010] [Indexed: 11/29/2022]
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Stoddard J, Beckett L, Simon TJ. Atypical development of the executive attention network in children with chromosome 22q11.2 deletion syndrome. J Neurodev Disord 2010; 3:76-85. [PMID: 21475729 PMCID: PMC3056994 DOI: 10.1007/s11689-010-9070-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2010] [Accepted: 12/02/2010] [Indexed: 11/26/2022] Open
Abstract
Impairment in the executive control of attention has been found in youth with chromosome 22q11.2 deletion syndrome (22q11.2DS). However, how this impairment is modified by other factors, particularly age, is unknown. Forty-six typically developing and 53 children with 22q11.2DS were tested with the attention networks task (ANT) in this cross-sectional study. We used logarithmic transform and linear modeling to assess age effects on the executive index of the ANT. Mixed modeling accounted for between subject variability, age, handedness, catecholamine-O-transferase (COMT; codon 158) genotype, and gender on performance for all experimental conditions (cue × flanker) and their two-level interactions. Children with 22q11.2DS showed a relative, age-dependent executive index impairment but not orienting or alerting network index impairments. In factorial analysis, age was a major predictor of overall performance. There was a significant effect of the 22q11.2DS on overall performance. Of note, children with 22q11.2DS are specifically vulnerable to incongruent flanker interference, especially at younger ages. We did not find an overall effect of COMT genotype or handedness. Children with 22q11.2DS demonstrated age-related impairment in the executive control of attention. Future investigation will likely reveal that there are different developmental trajectories of executive attentional function likely related to the development of schizophrenia in 22q11.2DS.
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Affiliation(s)
- Joel Stoddard
- Department of Psychiatry and Behavioral Sciences and the Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California at Davis Health System, 2825 50th Street, Sacramento, CA 95817 USA
| | - Laurel Beckett
- Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California at Davis, Sacramento, CA 95817 USA
| | - Tony J. Simon
- Department of Psychiatry and Behavioral Sciences and the Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California at Davis Health System, 2825 50th Street, Sacramento, CA 95817 USA
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Neuhaus AH, Popescu FC, Grozea C, Hahn E, Hahn C, Opgen-Rhein C, Urbanek C, Dettling M. Single-subject classification of schizophrenia by event-related potentials during selective attention. Neuroimage 2010; 55:514-21. [PMID: 21182969 DOI: 10.1016/j.neuroimage.2010.12.038] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2010] [Accepted: 12/13/2010] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Executive dysfunction has repeatedly been proposed as a robust and promising substrate of analytical approaches in the research of neurocognitive markers of schizophrenia. Here, we present a mixed model- and data-driven classification approach by applying a task that targets executive dysfunction in schizophrenia and by investigating relevant event-related potential (ERP) features with machine learning classifiers. METHODS Forty schizophrenic patients and forty matched healthy controls completed the Attention Network Test while an electroencephalogram was recorded. Target-locked N1 and P3 ERP components were constructed and submitted to different classification analyses without a priori hypotheses. Standardized source localization was applied to estimate neural sources of N1 and P3 deficits in schizophrenia. RESULTS We obtained a classification accuracy of 79% using only very few ERP components. Central P3 components following compatible and incompatible trials and right parietal N1 latencies averaged across targets and were sufficient for classification. P3 deficits were associated with anterior cingulate cortex dysfunction, while right posterior current density deficits were observed in schizophrenia during the N1 time frame. CONCLUSIONS The data exemplarily show how automated inference may be applied to classify a pathological state in single subjects without prior knowledge of their diagnoses. While classification accuracy may be optimized by application of other executive paradigms, this approach illustrates the potential of machine learning algorithms for the identification of biomarkers that are independent of clinical assessments. Conversely, data suggest a pathophysiological mechanism that includes early visual and late executive deficits during response inhibition in schizophrenia.
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Affiliation(s)
- Andres H Neuhaus
- Department of Psychiatry and Psychotherapy, Charité University Medicine, Campus Benjamin Franklin, Berlin, Germany.
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Neuhaus AH, Trempler NR, Hahn E, Luborzewski A, Karl C, Hahn C, Opgen-Rhein C, Urbanek C, Schaub R, Dettling M. Evidence of specificity of a visual P3 amplitude modulation deficit in schizophrenia. Schizophr Res 2010; 124:119-26. [PMID: 20805022 DOI: 10.1016/j.schres.2010.08.014] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2010] [Revised: 06/26/2010] [Accepted: 08/02/2010] [Indexed: 11/15/2022]
Abstract
BACKGROUND In a previous study, we found a reduced amplitude modulation of the visual P3 component of the event-related potential (ERP) in schizophrenic patients compared with healthy controls during inhibition in the Attention Network Test (ANT). The objective of the present study was to replicate this finding and to explore whether this cortical processing deficit is specific to schizophrenia. METHODS Sixteen schizophrenic patients, sixteen depressive patients, and sixteen healthy controls matched for age, sex, and education were included. Participants were tested with the ANT, a test of selective attention that provides behavioral estimates for alerting, orienting, and inhibition. 32-Channel electroencephalogram was recorded and visual P3 amplitudes were topographically analyzed and compared between groups. RESULTS There were no significant behavioral between-group differences in terms of mean reaction time, accuracy, and ANT effects alerting, orienting, and inhibition. Absolute visual P3 amplitude was not reduced in schizophrenia or depression. P3 amplitude modulation was defined as P3 amplitude at Pz as a function of ANT flanker conditions. We found a parietal P3 amplitude modulation deficit in schizophrenic patients (-.015) that was absent in both healthy controls (-.705; p = .002) and depressive patients (-1.022; p = .001). CONCLUSION The results provide evidence that a deficit of visual P3 amplitude modulation distinguishes schizophrenia from healthy and disease controls and provides greater discriminative power than absolute visual P3 amplitude.
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Affiliation(s)
- Andres H Neuhaus
- Department of Psychiatry and Psychotherapy, Charité University Medicine, Campus Benjamin Franklin, Berlin, Germany.
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Balog Z, Kiss I, Kéri S. ZNF804A may be associated with executive control of attention. GENES BRAIN AND BEHAVIOR 2010; 10:223-7. [DOI: 10.1111/j.1601-183x.2010.00657.x] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Keehn B, Lincoln AJ, Müller RA, Townsend J. Attentional networks in children and adolescents with autism spectrum disorder. J Child Psychol Psychiatry 2010; 51:1251-9. [PMID: 20456535 PMCID: PMC3145814 DOI: 10.1111/j.1469-7610.2010.02257.x] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND Individuals diagnosed with autism spectrum disorder (ASD) exhibit lifelong abnormalities in the adaptive allocation of visual attention. The ubiquitous nature of attentional impairments in ASD has led some authors to hypothesize that atypical attentional modulation may be a factor in the development of higher-level sociocommunicative deficits. METHOD Participants were 20 children with ASD and 20 age- and Nonverbal IQ-matched typically developing (TD) children. We used the Attention Network Test (ANT) to investigate the efficiency and independence of three discrete attentional networks: alerting, orienting, and executive control. Additionally, we sought to investigate the relationship between each attentional network and measures of sociocommunicative symptom severity in children with ASD. RESULTS Results indicate that the orienting, but not alerting or executive control, networks may be impaired in children with ASD. In contrast to TD children, correlational analyses suggest that the alerting and executive control networks may not function as independently in children with ASD. Additionally, an association was found between the alerting network and social impairment and between the executive control network and IQ in children with ASD. CONCLUSIONS The results provide further evidence of an impairment in the visuospatial orienting network in ASD and suggest that there may be greater interdependence of alerting and executive control networks in ASD. Furthermore, decreased ability to efficiently modulate levels of alertness was related to increased sociocommunicative deficits, suggesting that domain-general attentional function may be associated with ASD symptomatology.
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Affiliation(s)
- Brandon Keehn
- Joint Doctoral Program in Language and Communicative Disorders, San Diego State University/University of California-San Diego, 6363 Alvarado Ct. #225N, San Diego, CA 92120, USA.
| | - Alan J. Lincoln
- Developmental Neuropsychology Laboratory, Alliant International University, California, USA
| | - Ralph-Axel Müller
- Brain Development Imaging Laboratory, Department of Psychology, San Diego State University, USA,Department of Cognitive Science, University of California, San Diego, USA
| | - Jeanne Townsend
- Research on Aging and Development Lab, Department of Neurosciences, University of California, San Diego, USA,Department of Cognitive Science, University of California, San Diego, USA
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31
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Urbanek C, Weinges-Evers N, Bellmann-Strobl J, Bock M, Dörr J, Hahn E, Neuhaus AH, Opgen-Rhein C, Thi Minh Tam Ta, Herges K, Pfueller CF, Radbruch H, Wernecke KD, Ohlraun S, Zipp F, Dettling M, Paul F. Attention Network Test reveals alerting network dysfunction in multiple sclerosis. Mult Scler 2009; 16:93-9. [DOI: 10.1177/1352458509350308] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Attention is one of the cognitive domains typically affected in multiple sclerosis. The Attention Network Test was developed to measure the function of the three distinct attentional networks, alerting, orienting, and executive control. The Attention Network Test has been performed in various neuropsychiatric conditions, but not in multiple sclerosis. Our objective was to investigate functions of attentional networks in multiple sclerosis by means of the Attention Network Test. Patients with relapsing—remitting multiple sclerosis (n = 57) and healthy controls (n = 57) matched for age, sex, and education performed the Attention Network Test. Significant differences between patients and controls were detected in the alerting network (p = 0.003), in contrast to the orienting (p = 0.696) and the conflict (p = 0.114) network of visual attention. Mean reaction time in the Attention Network Test was significantly longer in multiple sclerosis patients than in controls (p = 0.032), Multiple sclerosis patients benefited less from alerting cues for conflict resolution compared with healthy controls. The Attention Network Test revealed specific alterations of the attention network in multiple sclerosis patients which were not explained by an overall cognitive slowing.
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Affiliation(s)
- Carsten Urbanek
- Department of Psychiatry and Psychotherapy, Campus Benjamin Franklin, Charité University Medicine Berlin, Berlin, Germany
| | - Nicholetta Weinges-Evers
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany, NeuroCure Clinical Research Center, Charité University Medicine Berlin, Berlin, Germany
| | - Judith Bellmann-Strobl
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany, NeuroCure Clinical Research Center, Charité University Medicine Berlin, Berlin, Germany
| | - Markus Bock
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany, NeuroCure Clinical Research Center, Charité University Medicine Berlin, Berlin, Germany
| | - Jan Dörr
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany, NeuroCure Clinical Research Center, Charité University Medicine Berlin, Berlin, Germany
| | - Eric Hahn
- Department of Psychiatry and Psychotherapy, Campus Benjamin Franklin, Charité University Medicine Berlin, Berlin, Germany
| | - Andres H Neuhaus
- Department of Psychiatry and Psychotherapy, Campus Benjamin Franklin, Charité University Medicine Berlin, Berlin, Germany
| | - Carolin Opgen-Rhein
- Department of Psychiatry and Psychotherapy, Campus Benjamin Franklin, Charité University Medicine Berlin, Berlin, Germany
| | - Thi Minh Tam Ta
- Department of Psychiatry and Psychotherapy, Campus Benjamin Franklin, Charité University Medicine Berlin, Berlin, Germany
| | - Katja Herges
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany
| | - Caspar F Pfueller
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany, NeuroCure Clinical Research Center, Charité University Medicine Berlin, Berlin, Germany
| | - Helena Radbruch
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany
| | - Klaus D Wernecke
- Sostana GmbH and Charité University Medicine Berlin, Berlin, Germany
| | - Stephanie Ohlraun
- NeuroCure Clinical Research Center, Charité University Medicine Berlin, Berlin, Germany
| | - Frauke Zipp
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany
| | - Michael Dettling
- Department of Psychiatry and Psychotherapy, Campus Benjamin Franklin, Charité University Medicine Berlin, Berlin, Germany
| | - Friedemann Paul
- Cecilie Vogt Clinic, Charité University Medicine Berlin, Berlin, Germany, , NeuroCure Clinical Research Center, Charité University Medicine Berlin, Berlin, Germany
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