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Nenadić I, Schröder Y, Hoffmann J, Evermann U, Pfarr JK, Bergmann A, Hohmann DM, Keil B, Abu-Akel A, Stroth S, Kamp-Becker I, Jansen A, Grezellschak S, Meller T. Superior temporal sulcus folding, functional network connectivity, and autistic-like traits in a non-clinical population. Mol Autism 2024; 15:44. [PMID: 39380071 PMCID: PMC11463051 DOI: 10.1186/s13229-024-00623-3] [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: 08/02/2023] [Accepted: 09/17/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Autistic-like traits (ALT) are prevalent across the general population and might be linked to some facets of a broader autism spectrum disorder (ASD) phenotype. Recent studies suggest an association of these traits with both genetic and brain structural markers in non-autistic individuals, showing similar spatial location of findings observed in ASD and thus suggesting a potential neurobiological continuum. METHODS In this study, we first tested an association of ALTs (assessed with the AQ questionnaire) with cortical complexity, a cortical surface marker of early neurodevelopment, and then the association with disrupted functional connectivity. We analysed structural T1-weighted and resting-state functional MRI scans in 250 psychiatrically healthy individuals without a history of early developmental disorders, in a first step using the CAT12 toolbox for cortical complexity analysis and in a second step we used regional cortical complexity findings to apply the CONN toolbox for seed-based functional connectivity analysis. RESULTS Our findings show a significant negative correlation of both AQ total and AQ attention switching subscores with left superior temporal sulcus (STS) cortical folding complexity, with the former being significantly correlated with STS to left lateral occipital cortex connectivity, while the latter showed significant positive correlation of STS to left inferior/middle frontal gyrus connectivity (n = 233; all p < 0.05, FWE cluster-level corrected). Additional analyses also revealed a significant correlation of AQ attention to detail subscores with STS to left lateral occipital cortex connectivity. LIMITATIONS Phenotyping might affect association results (e.g. choice of inventories); in addition, our study was limited to subclinical expressions of autistic-like traits. CONCLUSIONS Our findings provide further evidence for biological correlates of ALT even in the absence of clinical ASD, while establishing a link between structural variation of early developmental origin and functional connectivity.
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Affiliation(s)
- Igor Nenadić
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany.
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany.
- Marburg University Hospital - UKGM, Marburg, Germany.
- LOEWE Center DYNAMIC, University of Marburg, Marburg, Germany.
| | - Yvonne Schröder
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany
| | - Jonas Hoffmann
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany
| | - Ulrika Evermann
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany
| | - Julia-Katharina Pfarr
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany
| | - Aliénor Bergmann
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany
| | - Daniela Michelle Hohmann
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany
| | - Boris Keil
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany
- Institute of Medical Physics and Radiation Protection, Department of Life Science Engineering, TH Mittelhessen University of Applied Sciences, Giessen, Germany
- LOEWE Research Cluster for Advanced Medical Physics in Imaging and Therapy (ADMIT), TH Mittelhessen University of Applied Sciences, 35390, Giessen, Germany
- Department of Diagnostic and Interventional Radiology, University Hospital Marburg, Philipps-Universität Marburg, Marburg, Germany
| | - Ahmad Abu-Akel
- School of Psychological Sciences, University of Haifa, Haifa, Israel
- The Haifa Brain and Behavior Hub (HBBH), University of Haifa, Haifa, Israel
| | - Sanna Stroth
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany
- Department of Child and Adolescent Psychiatry and Psychotherapy, Philipps-Universität Marburg, Marburg, Germany
| | - Inge Kamp-Becker
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany
- Department of Child and Adolescent Psychiatry and Psychotherapy, Philipps-Universität Marburg, Marburg, Germany
| | - Andreas Jansen
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany
- BrainImaging Core Facility, School of Medicine, Philipps-Universität Marburg, Marburg, Germany
| | - Sarah Grezellschak
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany
| | - Tina Meller
- Cognitive Neuropsychiatry Lab, Department of Psychiatry and Psychotherapy, Philipps-Universität Marburg, Rudolf-Bultmann-Str. 8, 35037, Marburg, Germany
- Center for Mind, Brain, and Behavior (CMBB), University of Marburg, Justus Liebig University Gießen, and Technical University of Darmstadt, Hans-Meerwein-Straße 6, 35032, Marburg, Germany
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Doricchi F, Lasaponara S, Pazzaglia M, Silvetti M. Anticipatory and target related "match/mismatch" activities of the TPJ: Reply to comments on "Left and right temporal-parietal junctions (TPJs) as "match/mismatch" hedonic machines: A unifying account of TPJ function". Phys Life Rev 2023; 46:286-291. [PMID: 37625330 DOI: 10.1016/j.plrev.2023.07.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 08/27/2023]
Affiliation(s)
- Fabrizio Doricchi
- Dipartimento di Psicologia 39, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Fondazione Santa Lucia IRCCS, Roma, Italy.
| | - Stefano Lasaponara
- Dipartimento di Psicologia 39, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Fondazione Santa Lucia IRCCS, Roma, Italy
| | - Mariella Pazzaglia
- Dipartimento di Psicologia 39, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Fondazione Santa Lucia IRCCS, Roma, Italy
| | - Massimo Silvetti
- Computational and Translational Neuroscience Lab (CTNLab), Institute of Cognitive Sciences and Technologies, National Research Council (CNR), Rome, Italy
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3
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Mak J, Kocanaogullari D, Huang X, Kersey J, Shih M, Grattan ES, Skidmore ER, Wittenberg GF, Ostadabbas S, Akcakaya M. Detection of Stroke-Induced Visual Neglect and Target Response Prediction Using Augmented Reality and Electroencephalography. IEEE Trans Neural Syst Rehabil Eng 2022; 30:1840-1850. [PMID: 35786558 DOI: 10.1109/tnsre.2022.3188184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We aim to build a system incorporating electroencephalography (EEG) and augmented reality (AR) that is capable of identifying the presence of visual spatial neglect (SN) and mapping the estimated neglected visual field. An EEG-based brain-computer interface (BCI) was used to identify those spatiospectral features that best detect participants with SN among stroke survivors using their EEG responses to ipsilesional and contralesional visual stimuli. Frontal-central delta and alpha, frontal-parietal theta, Fp1 beta, and left frontal gamma were found to be important features for neglect detection. Additionally, temporal analysis of the responses shows that the proposed model is accurate in detecting potentially neglected targets. These targets were predicted using common spatial patterns as the feature extraction algorithm and regularized discriminant analysis combined with kernel density estimation for classification. With our preliminary results, our system shows promise for reliably detecting the presence of SN and predicting visual target responses in stroke patients with SN.
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4
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Doricchi F, Lasaponara S, Pazzaglia M, Silvetti M. Left and right temporal-parietal junctions (TPJs) as "match/mismatch" hedonic machines: A unifying account of TPJ function. Phys Life Rev 2022; 42:56-92. [PMID: 35901654 DOI: 10.1016/j.plrev.2022.07.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 07/06/2022] [Indexed: 11/17/2022]
Abstract
Experimental and theoretical studies have tried to gain insights into the involvement of the Temporal Parietal Junction (TPJ) in a broad range of cognitive functions like memory, attention, language, self-agency and theory of mind. Recent investigations have demonstrated the partition of the TPJ in discrete subsectors. Nonetheless, whether these subsectors play different roles or implement an overarching function remains debated. Here, based on a review of available evidence, we propose that the left TPJ codes both matches and mismatches between expected and actual sensory, motor, or cognitive events while the right TPJ codes mismatches. These operations help keeping track of statistical contingencies in personal, environmental, and conceptual space. We show that this hypothesis can account for the participation of the TPJ in disparate cognitive functions, including "humour", and explain: a) the higher incidence of spatial neglect in right brain damage; b) the different emotional reactions that follow left and right brain damage; c) the hemispheric lateralisation of optimistic bias mechanisms; d) the lateralisation of mechanisms that regulate routine and novelty behaviours. We propose that match and mismatch operations are aimed at approximating "free energy", in terms of the free energy principle of decision-making. By approximating "free energy", the match/mismatch TPJ system supports both information seeking to update one's own beliefs and the pleasure of being right in one's own' current choices. This renewed view of the TPJ has relevant clinical implications because the misfunctioning of TPJ-related "match" and "mismatch" circuits in unilateral brain damage can produce low-dimensional deficits of active-inference and predictive coding that can be associated with different neuropsychological disorders.
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Affiliation(s)
- Fabrizio Doricchi
- Dipartimento di Psicologia 39, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Fondazione Santa Lucia IRCCS, Roma, Italy.
| | - Stefano Lasaponara
- Dipartimento di Psicologia 39, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Fondazione Santa Lucia IRCCS, Roma, Italy
| | - Mariella Pazzaglia
- Dipartimento di Psicologia 39, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Fondazione Santa Lucia IRCCS, Roma, Italy
| | - Massimo Silvetti
- Computational and Translational Neuroscience Lab (CTNLab), Institute of Cognitive Sciences and Technologies, National Research Council (CNR), Rome, Italy
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Tomaiuolo F, Raffa G, Campana S, Garufi G, Lasaponara S, Voci L, Cardali SM, Germanò A, Doricchi F, Petrides M. Splenial Callosal Disconnection in Right Hemianopic Patients Induces Right Visual-Spatial Neglect. Brain Sci 2022; 12:brainsci12050640. [PMID: 35625026 PMCID: PMC9139425 DOI: 10.3390/brainsci12050640] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 04/22/2022] [Accepted: 05/04/2022] [Indexed: 02/04/2023] Open
Abstract
Posterior cerebral artery (PCA) territory infarction involving occipital cortical damage can give rise to contralateral homonymous hemianopia. Here, we report two rare cases of patients with lesions in the left hemisphere PCA territory who developed right visuo-spatial neglect. One patient suffered right hemianopia and right visuo-spatial neglect after a stroke that damaged the left primary visual cortex and the callosal splenial fibers. The other unique case is of a patient who had a brain tumor in the posterior cerebral region in the left hemisphere and initially exhibited only right hemianopia that developed into right visuo-spatial neglect after tumor resection that included the splenial fibers. These cases indicate that, as in cases with damage in the right PCA territory, lesions in the left PCA yield visuo-spatial neglect when the damage produces contralateral hemianopia and concomitant disconnection of the splenium of the corpus callosum, which interferes with the arrival of visual inputs from the intact right to the lesioned left hemisphere. These results also emphasize the necessity of sparing the splenial fibers in surgical interventions in patients who exhibit hemianopia.
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Affiliation(s)
- Francesco Tomaiuolo
- Department of Clinical and Experimental Medicine, University of Messina, Piazza Pugliatti, 1, 98122 Messina, Italy
- Correspondence: (F.T.); (A.G.)
| | - Giovanni Raffa
- Division of Neurosurgery, Department BIOMORF, University of Messina, Piazza Pugliatti, 1, 98122 Messina, Italy; (G.R.); (G.G.); (S.M.C.)
| | - Serena Campana
- Neurorehabilitation Unit, Auxilium Vitae Volterra, Via Borgo San Lazzero 5, 56048 Volterra, Italy; (S.C.); (L.V.)
| | - Giada Garufi
- Division of Neurosurgery, Department BIOMORF, University of Messina, Piazza Pugliatti, 1, 98122 Messina, Italy; (G.R.); (G.G.); (S.M.C.)
| | - Stefano Lasaponara
- Department of Psychology, La Sapienza University, Piazzale Aldo Moro 5, 00185 Rome, Italy; (S.L.); (F.D.)
- Laboratorio di Neuropsicologia dell’Attenzione, Fondazione Santa Lucia IRCCS, Via Ardeatina, 306, 00179 Rome, Italy
- Dipartimento di Scienze Umane, Libera Università Maria Santissima Assunta LUMSA, Via della Traspontina, 21, 00193 Rome, Italy
| | - Loredana Voci
- Neurorehabilitation Unit, Auxilium Vitae Volterra, Via Borgo San Lazzero 5, 56048 Volterra, Italy; (S.C.); (L.V.)
| | - Salvatore M. Cardali
- Division of Neurosurgery, Department BIOMORF, University of Messina, Piazza Pugliatti, 1, 98122 Messina, Italy; (G.R.); (G.G.); (S.M.C.)
| | - Antonino Germanò
- Division of Neurosurgery, Department BIOMORF, University of Messina, Piazza Pugliatti, 1, 98122 Messina, Italy; (G.R.); (G.G.); (S.M.C.)
- Correspondence: (F.T.); (A.G.)
| | - Fabrizio Doricchi
- Department of Psychology, La Sapienza University, Piazzale Aldo Moro 5, 00185 Rome, Italy; (S.L.); (F.D.)
- Laboratorio di Neuropsicologia dell’Attenzione, Fondazione Santa Lucia IRCCS, Via Ardeatina, 306, 00179 Rome, Italy
| | - Michael Petrides
- Montreal Neurological Institute, McGill University, 3801 University Street, Montreal, QC H3A 2B4, Canada;
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6
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Kiefer CM, Ito J, Weidner R, Boers F, Shah NJ, Grün S, Dammers J. Revealing Whole-Brain Causality Networks During Guided Visual Searching. Front Neurosci 2022; 16:826083. [PMID: 35250461 PMCID: PMC8894880 DOI: 10.3389/fnins.2022.826083] [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: 11/30/2021] [Accepted: 01/17/2022] [Indexed: 11/24/2022] Open
Abstract
In our daily lives, we use eye movements to actively sample visual information from our environment ("active vision"). However, little is known about how the underlying mechanisms are affected by goal-directed behavior. In a study of 31 participants, magnetoencephalography was combined with eye-tracking technology to investigate how interregional interactions in the brain change when engaged in two distinct forms of active vision: freely viewing natural images or performing a guided visual search. Regions of interest with significant fixation-related evoked activity (FRA) were identified with spatiotemporal cluster permutation testing. Using generalized partial directed coherence, we show that, in response to fixation onset, a bilateral cluster consisting of four regions (posterior insula, transverse temporal gyri, superior temporal gyrus, and supramarginal gyrus) formed a highly connected network during free viewing. A comparable network also emerged in the right hemisphere during the search task, with the right supramarginal gyrus acting as a central node for information exchange. The results suggest that all four regions are vital to visual processing and guiding attention. Furthermore, the right supramarginal gyrus was the only region where activity during fixations on the search target was significantly negatively correlated with search response times. Based on our findings, we hypothesize that, following a fixation, the right supramarginal gyrus supplies the right supplementary eye field (SEF) with new information to update the priority map guiding the eye movements during the search task.
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Affiliation(s)
- Christian M. Kiefer
- Institute of Neuroscience and Medicine (INM-4), Forschungszentrum Jülich GmbH, Jülich, Germany
- Institute of Neuroscience and Medicine (INM-6), Institute for Advanced Simulation (IAS-6), Forschungszentrum Jülich GmbH, Jülich, Germany
- Faculty of Mathematics, Computer Science and Natural Sciences, RWTH Aachen University, Aachen, Germany
- Jülich Aachen Research Alliance (JARA)-Brain – Institute Brain Structure and Function, Institute of Neuroscience and Medicine (INM-10), Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Junji Ito
- Institute of Neuroscience and Medicine (INM-6), Institute for Advanced Simulation (IAS-6), Forschungszentrum Jülich GmbH, Jülich, Germany
- Jülich Aachen Research Alliance (JARA)-Brain – Institute Brain Structure and Function, Institute of Neuroscience and Medicine (INM-10), Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Ralph Weidner
- Institute of Neuroscience and Medicine (INM-3), Forschungszentrum Jülich GmbH, Jülich, Germany
| | - Frank Boers
- Institute of Neuroscience and Medicine (INM-4), Forschungszentrum Jülich GmbH, Jülich, Germany
| | - N. Jon Shah
- Institute of Neuroscience and Medicine (INM-4), Forschungszentrum Jülich GmbH, Jülich, Germany
- Institute of Neuroscience and Medicine (INM-11), Jülich Aachen Research Alliance (JARA), Forschungszentrum Jülich GmbH, Jülich, Germany
- Jülich Aachen Research Alliance (JARA)-Brain – Translational Medicine, Aachen, Germany
- Department of Neurology, University Hospital RWTH Aachen, Aachen, Germany
| | - Sonja Grün
- Institute of Neuroscience and Medicine (INM-6), Institute for Advanced Simulation (IAS-6), Forschungszentrum Jülich GmbH, Jülich, Germany
- Jülich Aachen Research Alliance (JARA)-Brain – Institute Brain Structure and Function, Institute of Neuroscience and Medicine (INM-10), Forschungszentrum Jülich GmbH, Jülich, Germany
- Theoretical Systems Neurobiology, RWTH Aachen University, Aachen, Germany
| | - Jürgen Dammers
- Institute of Neuroscience and Medicine (INM-4), Forschungszentrum Jülich GmbH, Jülich, Germany
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Zamani A, Carhart-Harris R, Christoff K. Prefrontal contributions to the stability and variability of thought and conscious experience. Neuropsychopharmacology 2022; 47:329-348. [PMID: 34545195 PMCID: PMC8616944 DOI: 10.1038/s41386-021-01147-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 08/02/2021] [Accepted: 08/03/2021] [Indexed: 02/08/2023]
Abstract
The human prefrontal cortex is a structurally and functionally heterogenous brain region, including multiple subregions that have been linked to different large-scale brain networks. It contributes to a broad range of mental phenomena, from goal-directed thought and executive functions to mind-wandering and psychedelic experience. Here we review what is known about the functions of different prefrontal subregions and their affiliations with large-scale brain networks to examine how they may differentially contribute to the diversity of mental phenomena associated with prefrontal function. An important dimension that distinguishes across different kinds of conscious experience is the stability or variability of mental states across time. This dimension is a central feature of two recently introduced theoretical frameworks-the dynamic framework of thought (DFT) and the relaxed beliefs under psychedelics (REBUS) model-that treat neurocognitive dynamics as central to understanding and distinguishing between different mental phenomena. Here, we bring these two frameworks together to provide a synthesis of how prefrontal subregions may differentially contribute to the stability and variability of thought and conscious experience. We close by considering future directions for this work.
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Affiliation(s)
- Andre Zamani
- Department of Psychology, University of British Columbia, 2136 West Mall, Vancouver, BC, Canada.
| | - Robin Carhart-Harris
- Centre for Psychedelic Research, Department of Brain Sciences, Imperial College London, London, UK
| | - Kalina Christoff
- Department of Psychology, University of British Columbia, 2136 West Mall, Vancouver, BC, Canada
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8
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Abstract
In the human brain, the temporal-parietal junction (TPJ) is a histologically heterogenous area that includes the ventral portions of the parietal cortex and the caudal superior temporal gyrus sector adjacent to the posterior end of the Sylvian fissure. The anatomical heterogeneity of the TPJ is matched by its seemingly ubiquitous involvement in different cognitive functions that span from memory to language, attention, self-consciousness, and social behavior. In line with established clinical evidence, recent fMRI investigations have confirmed relevant hemispheric differences in the TPJ function. Most importantly, the same investigations have highlighted that, in each hemisphere, different subsectors of the TPJ are putatively involved in different cognitive functions. Here I review empirical evidence and theoretical proposals that were recently advanced to gain a unifying interpretation of TPJ function(s). In the final part of the review, a new overarching interpretation of the TPJ function is proposed. Current advances in cognitive neuroscience can provide important insights that help improve the clinical understanding of cognitive deficits experienced by patients with lesions centered in or involving the TPJ area.
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Affiliation(s)
- Fabrizio Doricchi
- Department of Psychology, "La Sapienza" University, Rome, Italy; Laboratory of Neuropsychology of Attention, I.R.C.C.S. Santa Lucia Foundation, Rome, Italy.
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Casagrande M, Agostini F, Favieri F, Forte G, Giovannoli J, Guarino A, Marotta A, Doricchi F, Martella D. Age-Related Changes in Hemispherical Specialization for Attentional Networks. Brain Sci 2021; 11:1115. [PMID: 34573137 PMCID: PMC8467709 DOI: 10.3390/brainsci11091115] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/20/2021] [Accepted: 08/21/2021] [Indexed: 11/24/2022] Open
Abstract
Many cognitive functions face a decline in the healthy elderly. Within the cognitive domains, both attentional processes and executive functions are impaired with aging. Attention includes three attentional networks, i.e., alerting, orienting, and executive control, showing a hemispheric lateralized pattern in adults. This lateralized pattern could play a role in modulating the efficiency of attentional networks. For these reasons, it could be relevant to analyze the age-related change of the hemispheric specialization of attentional networks. This study aims to clarify this aspect with a lateralized version of the Attentional Network Test for Interaction (ANTI)-Fruit. One hundred seventy-one participants took part in this study. They were divided in three age groups: youth (N = 57; range: 20-30); adults (N = 57; range 31-64), and elderly/older people (N = 57; range: 65-87). The results confirmed the previous outcomes on the efficiency and interactions among attentional networks. Moreover, an age-related generalized slowness was evidenced. These findings also support the hypothesis of a hemispheric asymmetry reduction in elderly/older adults.
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Affiliation(s)
- Maria Casagrande
- Dipartimento di Psicologia Dinamica, Clinica e Salute, Università di Roma Sapienza, 00185 Roma, Italy
| | - Francesca Agostini
- Dipartimento di Psicologia, Università di Roma Sapienza, 00185 Roma, Italy; (F.A.); (F.F.); (G.F.); (J.G.); (A.G.); (F.D.)
| | - Francesca Favieri
- Dipartimento di Psicologia, Università di Roma Sapienza, 00185 Roma, Italy; (F.A.); (F.F.); (G.F.); (J.G.); (A.G.); (F.D.)
| | - Giuseppe Forte
- Dipartimento di Psicologia, Università di Roma Sapienza, 00185 Roma, Italy; (F.A.); (F.F.); (G.F.); (J.G.); (A.G.); (F.D.)
| | - Jasmine Giovannoli
- Dipartimento di Psicologia, Università di Roma Sapienza, 00185 Roma, Italy; (F.A.); (F.F.); (G.F.); (J.G.); (A.G.); (F.D.)
| | - Angela Guarino
- Dipartimento di Psicologia, Università di Roma Sapienza, 00185 Roma, Italy; (F.A.); (F.F.); (G.F.); (J.G.); (A.G.); (F.D.)
| | - Andrea Marotta
- Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18011 Granada, Spain;
- Department of Experimental Psychology, University of Granada, 53005 Granada, Spain
| | - Fabrizio Doricchi
- Dipartimento di Psicologia, Università di Roma Sapienza, 00185 Roma, Italy; (F.A.); (F.F.); (G.F.); (J.G.); (A.G.); (F.D.)
| | - Diana Martella
- Facultad de Ciencias Sociales y Humanidades, Instituto de Estudios Sociales y Humanísticos, Universidad Autónoma de Chile, Santiago 7500912, Chile
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10
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Perceiving numerosity does not cause automatic shifts of spatial attention. Exp Brain Res 2021; 239:3023-3034. [PMID: 34355249 PMCID: PMC8536601 DOI: 10.1007/s00221-021-06185-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 07/25/2021] [Indexed: 02/07/2023]
Abstract
It is debated whether the representation of numbers is endowed with a directional-spatial component so that perceiving small-magnitude numbers triggers leftward shifts of attention and perceiving large-magnitude numbers rightward shifts. Contrary to initial findings, recent investigations have demonstrated that centrally presented small-magnitude and large-magnitude Arabic numbers do not cause leftward and rightward shifts of attention, respectively. Here we verified whether perceiving small or large non-symbolic numerosities (i.e., clouds of dots) drives attention to the left or the right side of space, respectively. In experiment 1, participants were presented with central small (1, 2) vs large-numerosity (8, 9) clouds of dots followed by an imperative target in the left or right side of space. In experiment 2, a central cloud of dots (i.e., five dots) was followed by the simultaneous presentation of two identical dot-clouds, one on the left and one on the right side of space. Lateral clouds were both lower (1, 2) or higher in numerosity (8, 9) than the central cloud. After a variable delay, one of the two lateral clouds turned red and participants had to signal the colour change through a unimanual response. We found that (a) in Experiment 1, the small vs large numerosity of the central cloud of dots did not speed up the detection of left vs right targets, respectively, (b) in Experiment 2, the detection of colour change was not faster in the left side of space when lateral clouds were smaller in numerosity than the central reference and in the right side when clouds were larger in numerosity. These findings show that perceiving non-symbolic numerosity does not cause automatic shifts of spatial attention and suggests no inherent association between the representation of numerosity and that of directional space.
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Lasaponara S, D'Onofrio M, Pinto M, Aiello M, Pellegrino M, Scozia G, De Lucia M, Doricchi F. Individual EEG profiling of attention deficits in left spatial neglect: A pilot study. Neurosci Lett 2021; 761:136097. [PMID: 34237413 DOI: 10.1016/j.neulet.2021.136097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 05/13/2021] [Accepted: 06/29/2021] [Indexed: 11/24/2022]
Abstract
Electrophysiological group studies in brain-damaged patients can be run to capture the EEG correlates of specific cognitive impairments. Nonetheless, this procedure is not adequate to characterize the inter-individual variability present in major neuropsychological syndromes. We tested the possibility of getting a reliable individual EEG characterization of deficits of endogenous orienting of spatial attention in right-brain damaged (RBD) patients with left spatial neglect (N+). We used a single-trial topographical analysis (STTA; [39] of individual scalp EEG topographies recorded during leftward and rightward orienting of attention with central cues in RBD patients with and without (N-) neglect and in healthy controls (HC). We found that the STTA successfully decoded EEG signals related to leftward and rightward orienting in five out of the six N+, five out of the six N- patients and in all the six HC. In agreement with findings from conventional average-group studies, successful classifications of EEG signals in N+ were observed during the 400-800 ms period post-cue-onset, which reflects preserved voluntary engagement of attention resources (ADAN component). These results suggest the possibility of acquiring reliable individual EEG profiles of neglect patients.
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Affiliation(s)
- Stefano Lasaponara
- Dipartimento di Psicologia 39, Università degli Studi di Roma "La Sapienza", Via dei Marsi 78, 00185 Roma, Italy; Fondazione Santa Lucia, Centro Ricerche di Neuropsicologia, IRCCS, Via Ardeatina 306, 00179 Roma, Italy.
| | - Marianna D'Onofrio
- Dipartimento di Psicologia 39, Università degli Studi di Roma "La Sapienza", Via dei Marsi 78, 00185 Roma, Italy
| | - Mario Pinto
- Fondazione Santa Lucia, Centro Ricerche di Neuropsicologia, IRCCS, Via Ardeatina 306, 00179 Roma, Italy
| | | | - Michele Pellegrino
- Dipartimento di Psicologia 39, Università degli Studi di Roma "La Sapienza", Via dei Marsi 78, 00185 Roma, Italy; Fondazione Santa Lucia, Centro Ricerche di Neuropsicologia, IRCCS, Via Ardeatina 306, 00179 Roma, Italy
| | - Gabriele Scozia
- Dipartimento di Psicologia 39, Università degli Studi di Roma "La Sapienza", Via dei Marsi 78, 00185 Roma, Italy
| | - Marzia De Lucia
- Centre for Research in Neuroscience - Department of Clinical Neurosciences, CHUV - UNIL, Chemin de Mont-Paisible,16, 1011 Lausanne, Switzerland
| | - Fabrizio Doricchi
- Dipartimento di Psicologia 39, Università degli Studi di Roma "La Sapienza", Via dei Marsi 78, 00185 Roma, Italy; Fondazione Santa Lucia, Centro Ricerche di Neuropsicologia, IRCCS, Via Ardeatina 306, 00179 Roma, Italy
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12
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Pinto M, Pellegrino M, Lasaponara S, Scozia G, D'Onofrio M, Raffa G, Nigro S, Arnaud CR, Tomaiuolo F, Doricchi F. Number space is made by response space: Evidence from left spatial neglect. Neuropsychologia 2021; 154:107773. [PMID: 33567295 DOI: 10.1016/j.neuropsychologia.2021.107773] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 01/26/2021] [Accepted: 02/02/2021] [Indexed: 11/26/2022]
Abstract
Whether the semantic representation of numbers is endowed with an intrinsic spatial component, so that smaller numbers are inherently represented to the left of larger ones on a Mental Number Line (MNL), is a central matter of debate in numerical cognition. To gain an insight into this issue, we investigated the performance of right brain damaged patients with left spatial neglect (N+) in a bimanual Magnitude Comparison SNARC task and in a uni-manual Magnitude Comparison Go/No-Go task (i.e. "is the number smaller or larger than 5?"). While the first task requires the use of contrasting left/right spatial codes for response selection, the second task does not require the use of these codes. In line with previous evidence, in the SNARC task N+ patients displayed a significant asymmetry in Reaction Times (RTs), with slower RTs to number "4", that was immediately precedent to the numerical reference "5", with respect to the number "6", that immediately followed the same reference. This RTs asymmetry was correlated with lesion of white matter tracts, i.e. Fronto-Occipital-Fasciculus, that allows prefrontal Ba 8 and 46 to regulate the distribution of attention on sensory and memory traces in posterior occipital, temporal and parietal areas. In contrast, no similar RTs asymmetry was found in the Go/No-Go task. These findings suggest that while in the SNARC task numbers get mentally organised from left-to-right as a function of their increasing magnitude, so that N+ patients display a delay in the processing of number-magnitudes that are immediately smaller than a given numerical reference, in the Go/No-Go task no left-to-right organization is activated. These results support the idea that it is the use of contrasting left/right spatial codes, whether motor or conceptual, that triggers the generation of a spatially left-to-right organised MNL and that the representation of number magnitude is not endowed with an inherent spatial component.
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Affiliation(s)
| | - Michele Pellegrino
- Dipartimento di Psicologia, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Fondazione Santa Lucia IRCCS, Roma, Italy
| | - Stefano Lasaponara
- Dipartimento di Psicologia, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Libera Università Maria Santissima Assunta - LUMSA, Roma, Italy
| | - Gabriele Scozia
- Dipartimento di Psicologia, Università degli Studi di Roma 'La Sapienza', Roma, Italy
| | - Marianna D'Onofrio
- Dipartimento di Psicologia, Università degli Studi di Roma 'La Sapienza', Roma, Italy
| | - Giovanni Raffa
- Division of Neurosurgery, Dept. BIOMORF, University of Messina, Italy
| | - Salvatore Nigro
- Institute of Nanotechnology (NANOTEC), National Research Council, Lecce, Italy
| | - Clelia Rossi Arnaud
- Dipartimento di Psicologia, Università degli Studi di Roma 'La Sapienza', Roma, Italy
| | - Francesco Tomaiuolo
- Dipartimento di Medicina Clinica e Sperimentale, Università degli studi di Messina, Messina, Italy
| | - Fabrizio Doricchi
- Dipartimento di Psicologia, Università degli Studi di Roma 'La Sapienza', Roma, Italy; Fondazione Santa Lucia IRCCS, Roma, Italy.
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Wang T, Peeters R, Mantini D, Gillebert CR. Modulating the interhemispheric activity balance in the intraparietal sulcus using real-time fMRI neurofeedback: Development and proof-of-concept. NEUROIMAGE-CLINICAL 2021; 28:102513. [PMID: 33396000 PMCID: PMC7941162 DOI: 10.1016/j.nicl.2020.102513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 10/15/2020] [Accepted: 11/20/2020] [Indexed: 10/31/2022]
Abstract
The intraparietal sulcus (IPS) plays a key role in the distribution of attention across the visual field. In stroke patients, an imbalance between left and right IPS activity has been related to a spatial bias in visual attention characteristic of hemispatial neglect. In this study, we describe the development and implementation of a real-time functional magnetic resonance imaging neurofeedback protocol to noninvasively and volitionally control the interhemispheric IPS activity balance in neurologically healthy participants. Six participants performed three neurofeedback training sessions across three weeks. Half of them trained to voluntarily increase brain activity in left relative to right IPS, while the other half trained to regulate the IPS activity balance in the opposite direction. Before and after the training, we estimated the distribution of attention across the visual field using a whole and partial report task. Over the course of the training, two of the three participants in the left-IPS group increased the activity in the left relative to the right IPS, while the participants in the right-IPS group were not able to regulate the interhemispheric IPS activity balance. We found no evidence for a decrease in resting-state functional connectivity between left and right IPS, and the spatial distribution of attention did not change over the course of the experiment. This study indicates the possibility to voluntarily modulate the interhemispheric IPS activity balance. Further research is warranted to examine the effectiveness of this technique in the rehabilitation of post-stroke hemispatial neglect.
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Affiliation(s)
- Tianlu Wang
- Brain and Cognition, KU Leuven, Leuven, Belgium; Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Ronald Peeters
- Radiology Department, University Hospitals Leuven, Leuven, Belgium
| | - Dante Mantini
- Research Centre for Motor Control and Neuroplasticity, KU Leuven, Leuven, Belgium; Brain Imaging and Neural Dynamics Research Group, IRCCS San Camillo Hospital, Venice, Italy
| | - Céline R Gillebert
- Brain and Cognition, KU Leuven, Leuven, Belgium; Leuven Brain Institute, KU Leuven, Leuven, Belgium.
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14
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Differential impact of endogenous and exogenous attention on activity in human visual cortex. Sci Rep 2020; 10:21274. [PMID: 33277552 PMCID: PMC7718281 DOI: 10.1038/s41598-020-78172-x] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 11/09/2020] [Indexed: 01/27/2023] Open
Abstract
How do endogenous (voluntary) and exogenous (involuntary) attention modulate activity in visual cortex? Using ROI-based fMRI analysis, we measured fMRI activity for valid and invalid trials (target at cued/un-cued location, respectively), pre- or post-cueing endogenous or exogenous attention, while participants performed the same orientation discrimination task. We found stronger modulation in contralateral than ipsilateral visual regions, and higher activity in valid- than invalid-trials. For endogenous attention, modulation of stimulus-evoked activity due to a pre-cue increased along the visual hierarchy, but was constant due to a post-cue. For exogenous attention, modulation of stimulus-evoked activity due to a pre-cue was constant along the visual hierarchy, but was not modulated due to a post-cue. These findings reveal that endogenous and exogenous attention distinctly modulate activity in visuo-occipital areas during orienting and reorienting; endogenous attention facilitates both the encoding and the readout of visual information whereas exogenous attention only facilitates the encoding of information.
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15
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Large-scale brain networks underlying non-spatial attention updating: Towards understanding the function of the temporoparietal junction. Cortex 2020; 133:247-265. [PMID: 33157345 DOI: 10.1016/j.cortex.2020.09.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 06/19/2020] [Accepted: 09/21/2020] [Indexed: 12/12/2022]
Abstract
The temporoparietal junction (TPJ) and related areas are activated when a target stimulus appears at unexpected locations in Posner's spatial-cueing paradigm, and also when deviant stimuli are presented within a series of standard events in oddball paradigms. This type of activation corresponds to the ventral attention network (VAN), for regions defined on the basis of the spatial task. However, involvement of the VAN in object-based updating of attention has rarely been examined. In the present study, we used functional magnetic resonance imaging to investigate brain responses to (i) invalid targets after category-cueing and (ii) neutrally cued targets deviating in category from the background series of pictures. Bilateral TPJ activation was observed in response to invalidly cued targets, as compared to neutrally cued targets. Reference to the main large-scale brain networks showed that peaks of this activation located in the angular gyrus and inferior parietal lobule belonged to the default mode (DMN) and fronto-parietal networks (FPN), respectively. We found that VAN regions were involved only for simple detection activity. We conclude that spatial and non-spatial reorienting of attention rely on different network underpinnings. Our data suggest that DMN and FPN activity may support the ability to disengage from contextually irrelevant information.
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16
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Steinkamp SR, Vossel S, Fink GR, Weidner R. Attentional reorientation along the meridians of the visual field: Are there different neural mechanisms at play? Hum Brain Mapp 2020; 41:3765-3780. [PMID: 32525609 PMCID: PMC7416051 DOI: 10.1002/hbm.25086] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 05/14/2020] [Accepted: 05/18/2020] [Indexed: 12/03/2022] Open
Abstract
Hemispatial neglect, after unilateral lesions to parietal brain areas, is characterized by an inability to respond to unexpected stimuli in contralesional space. As the visual field's horizontal meridian is most severely affected, the brain networks controlling visuospatial processes might be tuned explicitly to this axis. We investigated such a potential directional tuning in the dorsal and ventral frontoparietal attention networks, with a particular focus on attentional reorientation. We used an orientation‐discrimination task where a spatial precue indicated the target position with 80% validity. Healthy participants (n = 29) performed this task in two runs and were required to (re‐)orient attention either only along the horizontal or the vertical meridian, while fMRI and behavioral measures were recorded. By using a general linear model for behavioral and fMRI data, dynamic causal modeling for effective connectivity, and other predictive approaches, we found strong statistical evidence for a reorientation effect for horizontal and vertical runs. However, neither neural nor behavioral measures differed between vertical and horizontal reorienting. Moreover, models from one run successfully predicted the cueing condition in the respective other run. Our results suggest that activations in the dorsal and ventral attention networks represent higher‐order cognitive processes related to spatial attentional (re‐)orientating that are independent of directional tuning and that unilateral attention deficits after brain damage are based on disrupted interactions between higher‐level attention networks and sensory areas.
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Affiliation(s)
- Simon R. Steinkamp
- Cognitive Neuroscience, Institute of Neuroscience & Medicine (INM‐3)Research Centre JuelichJuelichGermany
| | - Simone Vossel
- Cognitive Neuroscience, Institute of Neuroscience & Medicine (INM‐3)Research Centre JuelichJuelichGermany
- Department of Psychology, Faculty of Human SciencesUniversity of CologneCologneGermany
| | - Gereon R. Fink
- Cognitive Neuroscience, Institute of Neuroscience & Medicine (INM‐3)Research Centre JuelichJuelichGermany
- Department of Neurology, Faculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
| | - Ralph Weidner
- Cognitive Neuroscience, Institute of Neuroscience & Medicine (INM‐3)Research Centre JuelichJuelichGermany
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17
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Doricchi F, Pellegrino M, Marson F, Pinto M, Caratelli L, Cestari V, Rossi-Arnaud C, Lasaponara S. Deconstructing Reorienting of Attention: Cue Predictiveness Modulates the Inhibition of the No-target Side and the Hemispheric Distribution of the P1 Response to Invalid Targets. J Cogn Neurosci 2020; 32:1046-1060. [DOI: 10.1162/jocn_a_01534] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Orienting of attention produces a “sensory gain” in the processing of visual targets at attended locations and an increase in the amplitude of target-related P1 and N1 ERPs. P1 marks gain reduction at unattended locations; N1 marks gain enhancement at attended ones. Lateral targets that are preceded by valid cues also evoke a larger P1 over the hemisphere contralateral to the no-target side, which reflects inhibition of this side of space [Slagter, H. A., Prinssen, S., Reteig, L. C., & Mazaheri, A. Facilitation and inhibition in attention: Functional dissociation of pre-stimulus alpha activity, P1, and N1 components. Neuroimage, 125, 25–35, 2016]. To clarify the relationships among cue predictiveness, sensory gain, and the inhibitory P1 response, we compared cue- and target-related ERPs among valid, neutral, and invalid trials with predictive (80% valid/20% invalid) or nonpredictive (50% valid/50% invalid) directional cues. Preparatory facilitation over the visual cortex contralateral to the cued side of space (lateral directing attention positivity component) was reduced during nonpredictive cueing. With predictive cues, the target-related inhibitory P1 was larger over the hemisphere contralateral to the no-target side not only in response to valid but also in response to neutral and invalid targets: This result highlights a default inhibitory hemispheric asymmetry that is independent from cued orienting of attention. With nonpredictive cues, valid targets reduced the amplitude of the inhibitory P1 over the hemisphere contralateral to the no-target side whereas invalid targets enhanced the amplitude of the same inhibitory component. Enhanced inhibition was matched with speeded reorienting to invalid targets and drop in attentional costs. These findings show that reorienting of attention is modulated by the combination of cue-related facilitatory and target-related inhibitory activity.
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Affiliation(s)
- Fabrizio Doricchi
- Università degli Studi di Roma “La Sapienza”
- Fondazione Santa Lucia IRCCS, Rome, Italy
| | - Michele Pellegrino
- Università degli Studi di Roma “La Sapienza”
- Fondazione Santa Lucia IRCCS, Rome, Italy
| | | | - Mario Pinto
- Università degli Studi di Roma “La Sapienza”
- Fondazione Santa Lucia IRCCS, Rome, Italy
| | | | | | | | - Stefano Lasaponara
- Fondazione Santa Lucia IRCCS, Rome, Italy
- Libera Università Maria Santissima Assunta, Rome, Italy
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18
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Käsbauer AS, Mengotti P, Fink GR, Vossel S. Resting-state Functional Connectivity of the Right Temporoparietal Junction Relates to Belief Updating and Reorienting during Spatial Attention. J Cogn Neurosci 2020; 32:1130-1141. [PMID: 32027583 DOI: 10.1162/jocn_a_01543] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Although multiple studies characterized the resting-state functional connectivity (rsFC) of the right temporoparietal junction (rTPJ), little is known about the link between rTPJ rsFC and cognitive functions. Given a putative involvement of rTPJ in both reorienting of attention and the updating of probabilistic beliefs, this study characterized the relationship between rsFC of rTPJ with dorsal and ventral attention systems and these two cognitive processes. Twenty-three healthy young participants performed a modified location-cueing paradigm with true and false prior information about the percentage of cue validity to assess belief updating and attentional reorienting. Resting-state fMRI was recorded before and after the task. Seed-based correlation analysis was employed, and correlations of each behavioral parameter with rsFC before the task, as well as with changes in rsFC after the task, were assessed in an ROI-based approach. Weaker rsFC between rTPJ and right intraparietal sulcus before the task was associated with relatively faster updating of the belief that the cue will be valid after false prior information. Moreover, relatively faster belief updating, as well as faster reorienting, were related to an increase in the interhemispheric rsFC between rTPJ and left TPJ after the task. These findings are in line with task-based connectivity studies on related attentional functions and extend results from stroke patients demonstrating the importance of interhemispheric parietal interactions for behavioral performance. The present results not only highlight the essential role of parietal rsFC for attentional functions but also suggest that cognitive processing during a task changes connectivity patterns in a performance-dependent manner.
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Affiliation(s)
| | - Paola Mengotti
- Institute of Neuroscience and Medicine (INM-3), Research Centre Juelich
| | - Gereon R Fink
- Institute of Neuroscience and Medicine (INM-3), Research Centre Juelich.,Faculty of Medicine and University Hospital Cologne, University of Cologne
| | - Simone Vossel
- Institute of Neuroscience and Medicine (INM-3), Research Centre Juelich.,Faculty of Human Sciences, University of Cologne
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19
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Devaney KJ, Rosen ML, Levin EJ, Somers DC. Identification of Visual Attentional Regions of the Temporoparietal Junction in Individual Subjects using a Vivid, Novel Oddball Paradigm. Front Hum Neurosci 2019; 13:424. [PMID: 31920587 PMCID: PMC6917576 DOI: 10.3389/fnhum.2019.00424] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Accepted: 11/14/2019] [Indexed: 11/13/2022] Open
Abstract
The Temporoparietal Junction (TPJ) of the cerebral cortex is a functionally heterogeneous region that also exhibits substantial anatomical variability across individuals. As a result, the precise functional organization of TPJ remains controversial. One or more regions within TPJ support visual attention processes, but the "attention TPJ" is difficult to functionally observe in individual subjects, and thus is typically identified by averaging across a large group of subjects. However, group-averaging also blurs localization and can obscure functional organization. Here, we develop and test an individual-subject approach to identifying attentional TPJ. This paradigm employs novel oddball images with a strong visual drive to produce robust TPJ responses in individuals. Vivid, novel oddballs drive responses in two TPJ regions bilaterally, a posterior region centered in posterior Superior Temporal Sulcus (TPJSTS) and an anterior region in ventral Supramarginal Gyrus (TPJSMG). Although an attentional reorienting task fails to drive TPJ activation in individuals, group analysis of the attentional reorienting contrast reveals recruitment of right TPJSTS, but not right TPJSMG. Similarly, right TPJSTS, as identified in individual subjects by the vivid, novel oddball contrast, is activated by attentional reorienting, but right TPJSMG is not. These findings advance an individual-subject based approach to understanding the functional organization of TPJ.
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Affiliation(s)
- Kathryn J Devaney
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, United States.,Department of Health and Human Performance, Stanford University Medical School, Stanford, CA, United States
| | - Maya L Rosen
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, United States.,Department of Psychology, Harvard University, Seattle, WA, United States
| | - Emily J Levin
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, United States.,Department of Cognitive, Linguistic and Psychological Sciences, Brown University, Providence, RI, United States
| | - David C Somers
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, United States
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20
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Dugué L, Merriam EP, Heeger DJ, Carrasco M. Specific Visual Subregions of TPJ Mediate Reorienting of Spatial Attention. Cereb Cortex 2019; 28:2375-2390. [PMID: 28981585 DOI: 10.1093/cercor/bhx140] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2016] [Accepted: 05/18/2017] [Indexed: 02/07/2023] Open
Abstract
The temporo-parietal junction (TPJ) has been associated with various cognitive and social functions, and is critical for attentional reorienting. Attention affects early visual processing. Neuroimaging studies dealing with such processes have thus far concentrated on striate and extrastriate areas. Here, we investigated whether attention orienting or reorienting modulate activity in visually driven TPJ subregions. For each observer we identified 3 visually responsive subregions within TPJ: 2 bilateral (vTPJant and vTPJpost) and 1 right lateralized (vTPJcent). Cortical activity in these subregions was measured using fMRI while observers performed a 2-alternative forced-choice orientation discrimination task. Covert spatial endogenous (voluntary) or exogenous (involuntary) attention was manipulated using either a central or a peripheral cue with task, stimuli and observers constant. Both endogenous and exogenous attention increased activity for invalidly cued trials in right vTPJpost; only endogenous attention increased activity for invalidly cued trials in left vTPJpost and in right vTPJcent; and neither type of attention modulated either right or left vTPJant. These results demonstrate that vTPJpost and vTPJcent mediate the reorientation of covert attention to task relevant stimuli, thus playing a critical role in visual attention. These findings reveal a differential reorienting cortical response after observers' attention has been oriented to a given location voluntarily or involuntarily.
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Affiliation(s)
- Laura Dugué
- Department of Psychology and Center for Neural Science, New York University, New York, NY, USA
| | - Elisha P Merriam
- Department of Psychology and Center for Neural Science, New York University, New York, NY, USA
| | - David J Heeger
- Department of Psychology and Center for Neural Science, New York University, New York, NY, USA
| | - Marisa Carrasco
- Department of Psychology and Center for Neural Science, New York University, New York, NY, USA
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21
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Bartolomeo P, Seidel Malkinson T. Hemispheric lateralization of attention processes in the human brain. Curr Opin Psychol 2019; 29:90-96. [DOI: 10.1016/j.copsyc.2018.12.023] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 12/21/2018] [Accepted: 12/29/2018] [Indexed: 01/06/2023]
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22
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Lasaponara S, Fortunato G, Dragone A, Pellegrino M, Marson F, Silvetti M, Pinto M, D'Onofrio M, Doricchi F. Expectancy modulates pupil size both during endogenous orienting and during re‐orienting of spatial attention: A study with isoluminant stimuli. Eur J Neurosci 2019; 50:2893-2904. [DOI: 10.1111/ejn.14391] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Revised: 02/14/2019] [Accepted: 02/15/2019] [Indexed: 01/01/2023]
Affiliation(s)
- Stefano Lasaponara
- Laboratorio di Neuropsicologia dell'attenzione Fondazione Santa Lucia IRCCS Roma Italy
- Dipartimento di Scienze Umane Libera Università Maria Santissima Assunta – LUMSA Roma Italy
| | | | - Alessio Dragone
- Laboratorio di Neuropsicologia dell'attenzione Fondazione Santa Lucia IRCCS Roma Italy
- Dipartimento di Psicologia 39 Sapienza Università di Roma Roma Italy
| | - Michele Pellegrino
- Laboratorio di Neuropsicologia dell'attenzione Fondazione Santa Lucia IRCCS Roma Italy
- Dipartimento di Psicologia 39 Sapienza Università di Roma Roma Italy
| | - Fabio Marson
- Laboratorio di Neuropsicologia dell'attenzione Fondazione Santa Lucia IRCCS Roma Italy
- Dipartimento di Psicologia 39 Sapienza Università di Roma Roma Italy
| | - Massimo Silvetti
- Department of Experimental Psychology Ghent University Ghent Belgium
- Institute of Cognitive Sciences and Technologies (ISTC‐CNR) National Research Council Rome Italy
| | - Mario Pinto
- Laboratorio di Neuropsicologia dell'attenzione Fondazione Santa Lucia IRCCS Roma Italy
- Dipartimento di Psicologia 39 Sapienza Università di Roma Roma Italy
| | - Marianna D'Onofrio
- Laboratorio di Neuropsicologia dell'attenzione Fondazione Santa Lucia IRCCS Roma Italy
- Dipartimento di Psicologia 39 Sapienza Università di Roma Roma Italy
| | - Fabrizio Doricchi
- Laboratorio di Neuropsicologia dell'attenzione Fondazione Santa Lucia IRCCS Roma Italy
- Dipartimento di Psicologia 39 Sapienza Università di Roma Roma Italy
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The Hemispheric Distribution of α-Band EEG Activity During Orienting of Attention in Patients with Reduced Awareness of the Left Side of Space (Spatial Neglect). J Neurosci 2019; 39:4332-4343. [PMID: 30902872 DOI: 10.1523/jneurosci.2206-18.2019] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2018] [Revised: 01/02/2019] [Accepted: 01/19/2019] [Indexed: 11/21/2022] Open
Abstract
EEG studies in healthy humans have highlighted that alpha-band activity is relatively reduced over the occipital-parietal areas of the hemisphere contralateral to the direction of spatial attention. Here, we investigated the hemispheric distribution of alpha during orienting of attention in male and female right brain-damaged patients with left spatial neglect. Temporal spectral evolution showed that in patients with neglect alpha oscillations over the damaged hemisphere were pathologically enhanced both during the baseline-fixation period that preceded cued orienting (capturing tonic alpha changes) and during orienting with leftward, rightward, or neutral-bilateral spatial cues (reflecting phasic alpha changes). Patients without neglect showed a similar though significantly less enhanced hemispheric asymmetry. Healthy control subjects displayed a conventional decrease of alpha activity over the hemisphere contralateral to the direction of orienting. In right-brain-damaged patients, neglect severity in the line bisection task was significantly correlated both with tonic alpha asymmetry during the baseline period and with phasic asymmetries during orienting of attention with neutral-bilateral and leftward cues. Asymmetries with neutral-bilateral and leftward cues were correlated with lesion of white matter tracts linking frontal with parietal-occipital areas. These findings show that disruption of rostrocaudal white matter connectivity in the right hemisphere interferes with the maintenance of optimal baseline tonic levels of alpha and the phasic modulation of alpha activity during shifts of attention. The hemispheric distribution of alpha activity can be used as a diagnostic tool for acquired pathological biases of spatial attention due to unilateral brain damage.SIGNIFICANCE STATEMENT Alpha desynchronization over the hemisphere contralateral to the attended side of space is a reliable marker of attentional orienting in the healthy human brain: can the same marker be used to spot and quantify acquired disturbances of spatial attention after unilateral brain injuries? Are pathological modifications in the hemispheric distribution of alpha specifically linked to attentional neglect for one side of space? We show that in patients with right brain damage the pathological enhancement of alpha oscillations over the parietal and occipital areas of the injured hemisphere is correlated with reduced awareness for the left side of space and with the lesion of white matter pathways that subserve frontal modulation of alpha activity in posterior brain areas.
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Nardo D, De Luca M, Rotondaro F, Spanò B, Bozzali M, Doricchi F, Paolucci S, Macaluso E. Left hemispatial neglect and overt orienting in naturalistic conditions: Role of high-level and stimulus-driven signals. Cortex 2019; 113:329-346. [PMID: 30735844 DOI: 10.1016/j.cortex.2018.12.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 11/08/2018] [Accepted: 12/27/2018] [Indexed: 11/29/2022]
Abstract
Deficits of visuospatial orienting in brain-damaged patients affected by hemispatial neglect have been extensively investigated. Nonetheless, spontaneous spatial orienting in naturalistic conditions is still poorly understood. Here, we investigated the role played by top-down and stimulus-driven signals in overt spatial orienting of neglect patients during free-viewing of short videos portraying everyday life situations. In Experiment 1, we assessed orienting when meaningful visual events competed on the left and right side of space, and tested whether sensory salience on the two sides biased orienting. In Experiment 2, we examined whether the spatial alignment of visual and auditory signals modulates orienting. The results of Experiment 1 showed that in neglect patients severe deficits in contralesional orienting were restricted to viewing conditions with bilateral visual events competing for attentional capture. In contrast, orienting towards the contralesional side was largely spared when the videos contained a single event on the left side. In neglect patients the processing of stimulus-driven salience was relatively spared and helped orienting towards the left side when multiple events were present. Experiment 2 showed that sounds spatially aligned with visual events on the left side improved orienting towards the otherwise neglected hemispace. Anatomical scans indicated that neglect patients suffered grey and white matter damages primarily in the ventral frontoparietal cortex. This suggests that the improvement of contralesional orienting associated with visual salience and audiovisual spatial alignment may be due to processing in the relatively intact dorsal frontoparietal areas. Our data show that in naturalistic environments, the presence of multiple meaningful events is a major determinant of spatial orienting deficits in neglect patients, whereas the salience of visual signals and the spatial alignment between auditory and visual signals can counteract spatial orienting deficits. These results open new perspectives to develop novel rehabilitation strategies based on the use of naturalistic stimuli.
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Affiliation(s)
- Davide Nardo
- Neuroimaging Laboratory, Santa Lucia Foundation, Rome, Italy; MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK.
| | - Maria De Luca
- Neuropsychology Unit, Santa Lucia Foundation, Rome, Italy
| | - Francesca Rotondaro
- Neuropsychology Unit, Santa Lucia Foundation, Rome, Italy; Department of Psychology, Sapienza University, Rome, Italy
| | - Barbara Spanò
- Neuroimaging Laboratory, Santa Lucia Foundation, Rome, Italy
| | - Marco Bozzali
- Neuroimaging Laboratory, Santa Lucia Foundation, Rome, Italy; Department of Neuroscience, Brighton and Sussex Medical School, University of Sussex, East Sussex, UK
| | - Fabrizio Doricchi
- Neuropsychology Unit, Santa Lucia Foundation, Rome, Italy; Department of Psychology, Sapienza University, Rome, Italy
| | | | - Emiliano Macaluso
- Neuroimaging Laboratory, Santa Lucia Foundation, Rome, Italy; ImpAct Team, Lyon Neuroscience Research Center, Lyon, France
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25
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Föcker J, Cole D, Beer AL, Bavelier D. Neural bases of enhanced attentional control: Lessons from action video game players. Brain Behav 2018; 8:e01019. [PMID: 29920981 PMCID: PMC6043695 DOI: 10.1002/brb3.1019] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Revised: 03/28/2018] [Accepted: 05/03/2018] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVES The ability to resist distraction and focus on-task-relevant information while being responsive to changes in the environment is fundamental to goal-directed behavior. Such attentional control abilities are regulated by a constant interplay between previously characterized bottom-up and top-down attentional networks. Here we ask about the neural changes within these two attentional networks that may mediate enhanced attentional control. MATERIALS AND METHODS To address this question, we contrasted action video game players (AVGPs) and nonvideo game players (NVGPs) in a Posner-cueing paradigm, building on studies documenting enhanced attentional control in AVGPs. RESULTS Behavioral results indicated a trend for more efficient target processing in AVGPs, and better suppression in rare catch trials for which responses had to be withheld. During the cue period, AVGPs recruited the top-down network less than NVGPs, despite showing comparable validity effects, in line with a greater efficiency of that network in AVGPs. During target processing, as previously shown, recruitment of top-down areas correlated with greater processing difficulties, but only in NVGPs. AVGPs showed no such effect, but rather greater activation across the two networks. In particular, the right temporoparietal junction, middle frontal gyrus, and superior parietal cortex predicted better task performance in catch trials. A functional connectivity analysis revealed enhanced correlated activity in AVGPs compared to NVGPs between parietal and visual areas. CONCLUSIONS These results point to dynamic functional reconfigurations of top-down and bottom-up attentional networks in AVGPs as attentional demands vary. Aspects of this functional reconfiguration that may act as key signatures of high attentional control are discussed.
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Affiliation(s)
- Julia Föcker
- Faculty of Psychology and Educational SciencesLudwig‐Maximilians‐UniversityMunichGermany
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26
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McCormick EM, Perino MT, Telzer EH. Not just social sensitivity: Adolescent neural suppression of social feedback during risk taking. Dev Cogn Neurosci 2018; 30:134-141. [PMID: 29518712 PMCID: PMC6014584 DOI: 10.1016/j.dcn.2018.01.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Revised: 01/28/2018] [Accepted: 01/29/2018] [Indexed: 12/11/2022] Open
Abstract
Adolescence is a period of sensitivity to social stimuli. In particular, research has focused on the increased sensitivity to risks and social information seen during adolescence. However, recent evidence also suggests that adolescents can flexibly use information in service of their goals, raising an interesting question: are adolescents able to selectively discount social information if it conflicts with their goals? To test this question, fifty-five children and adolescents (ages 8-17 years) completed a social variant of the Balloon Analogue Risk Task during an fMRI session. Adolescents showed decreased tracking of negative social feedback in regions involved in salience-monitoring (e.g. insula) and social processing (e.g., TPJ, pSTS). Age-related changes in neural processing of risk and social feedback contributed to better performance for older participants. These results suggest that adolescents are able to suppress goal-irrelevant social feedback, rather than being uniformly hyper-sensitive to social information.
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Affiliation(s)
- Ethan M McCormick
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Michael T Perino
- Department of Psychology, University of Illinois, Urbana-Champaign, IL 61820, United States
| | - Eva H Telzer
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27599, United States.
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27
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EEG Correlates of Preparatory Orienting, Contextual Updating, and Inhibition of Sensory Processing in Left Spatial Neglect. J Neurosci 2018; 38:3792-3808. [PMID: 29555852 DOI: 10.1523/jneurosci.2817-17.2018] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 01/29/2018] [Accepted: 01/31/2018] [Indexed: 11/21/2022] Open
Abstract
Studies with event-related potentials have highlighted deficits in the early phases of orienting to left visual targets in right-brain-damaged patients with left spatial neglect (N+). However, brain responses associated with preparatory orienting of attention, with target novelty and with the detection of a match/mismatch between expected and actual targets (contextual updating), have not been explored in N+. Here in a study in healthy humans and brain-damaged patients of both sexes we demonstrate that frontal activity that reflects supramodal mechanisms of attentional orienting (Anterior Directing Attention Negativity, ADAN) is entirely spared in N+. In contrast, posterior responses that mark the early phases of cued orienting (Early Directing Attention Negativity, EDAN) and the setting up of sensory facilitation over the visual cortex (Late Directing Attention Positivity, LDAP) are suppressed in N+. This uncoupling is associated with damage of parietal-frontal white matter. N+ also exhibit exaggerated novelty reaction to targets in the right side of space and reduced novelty reaction for those in the left side (P3a) together with impaired contextual updating (P3b) in the left space. Finally, we highlight a drop in the amplitude and latency of the P1 that over the left hemisphere signals the early blocking of sensory processing in the right space when targets occur in the left one: this identifies a new electrophysiological marker of the rightward attentional bias in N+. The heterogeneous effects and spatial biases produced by localized brain damage on the different phases of attentional processing indicate relevant functional independence among their underlying neural mechanisms and improve the understanding of the spatial neglect syndrome.SIGNIFICANCE STATEMENT Our investigation answers important questions: are the different components of preparatory orienting (EDAN, ADAN, LDAP) functionally independent in the healthy brain? Is preparatory orienting of attention spared in left spatial neglect? Does the sparing of preparatory orienting have an impact on deficits in reflexive orienting and in the assignment of behavioral relevance to the left space? We show that supramodal preparatory orienting in frontal areas is entirely spared in neglect patients though this does not counterbalance deficits in preparatory parietal-occipital activity, reflexive orienting, and contextual updating. This points at relevant functional dissociations among different components of attention and suggests that improving voluntary attention in N+ might be behaviorally ineffective unless associated with stimulations boosting the response of posterior parietal-occipital areas.
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28
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Nardo D, Console P, Reverberi C, Macaluso E. Competition between Visual Events Modulates the Influence of Salience during Free-Viewing of Naturalistic Videos. Front Hum Neurosci 2016; 10:320. [PMID: 27445760 PMCID: PMC4923118 DOI: 10.3389/fnhum.2016.00320] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 06/13/2016] [Indexed: 11/13/2022] Open
Abstract
In daily life the brain is exposed to a large amount of external signals that compete for processing resources. The attentional system can select relevant information based on many possible combinations of goal-directed and stimulus-driven control signals. Here, we investigate the behavioral and physiological effects of competition between distinctive visual events during free-viewing of naturalistic videos. Nineteen healthy subjects underwent functional magnetic resonance imaging (fMRI) while viewing short video-clips of everyday life situations, without any explicit goal-directed task. Each video contained either a single semantically-relevant event on the left or right side (Lat-trials), or multiple distinctive events in both hemifields (Multi-trials). For each video, we computed a salience index to quantify the lateralization bias due to stimulus-driven signals, and a gaze index (based on eye-tracking data) to quantify the efficacy of the stimuli in capturing attention to either side. Behaviorally, our results showed that stimulus-driven salience influenced spatial orienting only in presence of multiple competing events (Multi-trials). fMRI results showed that the processing of competing events engaged the ventral attention network, including the right temporoparietal junction (R TPJ) and the right inferior frontal cortex. Salience was found to modulate activity in the visual cortex, but only in the presence of competing events; while the orienting efficacy of Multi-trials affected activity in both the visual cortex and posterior parietal cortex (PPC). We conclude that in presence of multiple competing events, the ventral attention system detects semantically-relevant events, while regions of the dorsal system make use of saliency signals to select relevant locations and guide spatial orienting.
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Affiliation(s)
- Davide Nardo
- Neuroimaging Laboratory, Santa Lucia FoundationRome, Italy; Institute of Cognitive Neuroscience, University College LondonLondon, UK
| | - Paola Console
- Neuroimaging Laboratory, Santa Lucia Foundation Rome, Italy
| | - Carlo Reverberi
- Department of Psychology, University of Milano-BicoccaMilan, Italy; NeuroMi-Milan Center for Neuroscience, University of Milano-BicoccaMilan, Italy
| | - Emiliano Macaluso
- Neuroimaging Laboratory, Santa Lucia FoundationRome, Italy; Impact Team, Lyon Neuroscience Research CenterLyon, France
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29
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Abrahamse EL, Silvetti M. Commentary: The Role of the Parietal Cortex in the Representation of Task-Reward Associations. Front Hum Neurosci 2016; 10:192. [PMID: 27242468 PMCID: PMC4861704 DOI: 10.3389/fnhum.2016.00192] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 04/18/2016] [Indexed: 11/13/2022] Open
Affiliation(s)
- Elger L Abrahamse
- Department of Experimental Psychology, University of Ghent Ghent, Belgium
| | - Massimo Silvetti
- Department of Experimental Psychology, University of GhentGhent, Belgium; Ghent Institute for Functional and Metabolic Imaging, Ghent University HospitalGhent, Belgium
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