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Mantegna F, Olivetti E, Schwedhelm P, Baldauf D. Covariance-based decoding reveals a category-specific functional connectivity network for imagined visual objects. Neuroimage 2025; 311:121171. [PMID: 40139516 DOI: 10.1016/j.neuroimage.2025.121171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 03/21/2025] [Accepted: 03/24/2025] [Indexed: 03/29/2025] Open
Abstract
The coordination of different brain regions is required for the visual imagery of complex objects (e.g., faces and places). Short-range connectivity within sensory areas is necessary to construct the mental image. Long-range connectivity between control and sensory areas is necessary to re-instantiate and maintain the mental image. While dynamic changes in functional connectivity are expected during visual imagery, it is unclear whether a category-specific network exists in which the strength and the spatial destination of the connections vary depending on the imagery target. In this magnetoencephalography study, we used a minimally constrained experimental paradigm wherein imagery categories were prompted using visual word cues only, and we decoded face versus place imagery based on their underlying functional connectivity patterns as estimated from the spatial covariance across brain regions. A subnetwork analysis further disentangled the contribution of different connections. The results show that face and place imagery can be decoded from both short-range and long-range connections. Overall, the results show that imagined object categories can be distinguished based on functional connectivity patterns observed in a category-specific network. Notably, functional connectivity estimates rely on purely endogenous brain signals suggesting that an external reference is not necessary to elicit such category-specific network dynamics.
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Affiliation(s)
- Francesco Mantegna
- Department of Psychology, New York University, New York, NY 10003, USA; Department of Engineering Science, Oxford University, Oxford, Oxfordshire, United Kingdom; CIMeC - Center for Mind and Brain Sciences, Mattarello, TN 38100, Italy.
| | - Emanuele Olivetti
- NeuroInformatics Laboratory (NILab), Bruno Kessler Foundation (FBK), Mattarello, TN 38100, Italy; CIMeC - Center for Mind and Brain Sciences, Mattarello, TN 38100, Italy
| | - Philipp Schwedhelm
- Functional Imaging Laboratory, German Primate Center - Leibniz Institute for Primate Research, Goettingen, 37077, Germany; CIMeC - Center for Mind and Brain Sciences, Mattarello, TN 38100, Italy
| | - Daniel Baldauf
- CIMeC - Center for Mind and Brain Sciences, Mattarello, TN 38100, Italy
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Calderone A, Manuli A, Arcadi FA, Militi A, Cammaroto S, Maggio MG, Pizzocaro S, Quartarone A, De Nunzio AM, Calabrò RS. The Impact of Visualization on Stroke Rehabilitation in Adults: A Systematic Review of Randomized Controlled Trials on Guided and Motor Imagery. Biomedicines 2025; 13:599. [PMID: 40149575 PMCID: PMC11940390 DOI: 10.3390/biomedicines13030599] [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: 02/04/2025] [Revised: 02/25/2025] [Accepted: 02/27/2025] [Indexed: 03/29/2025] Open
Abstract
Background/Objectives: Guided imagery techniques, which include mentally picturing motions or activities to help motor recovery, are an important part of neuroplasticity-based motor therapy in stroke patients. Motor imagery (MI) is a kind of guided imagery in neurorehabilitation that focuses on mentally rehearsing certain motor actions in order to improve performance. This systematic review aims to evaluate the current evidence on guided imagery techniques and identify their therapeutic potential in stroke motor rehabilitation. Methods: Randomized controlled trials (RCTs) published in the English language were identified from an online search of PubMed, Web of Science, Embase, EBSCOhost, and Scopus databases without a specific search time frame. The inclusion criteria take into account guided imagery interventions and evaluate their impact on motor recovery through validated clinical, neurophysiological, or functional assessments. This review has been registered on Open OSF with the following number: DOI 10.17605/OSF.IO/3D7MF. Results: This review synthesized 41 RCTs on MI in stroke rehabilitation, with 996 participants in the intervention group and 757 in the control group (average age 50-70, 35% female). MI showed advantages for gait, balance, and upper limb function; however, the RoB 2 evaluation revealed 'some concerns' related to allocation concealment, blinding, and selective reporting issues. Integrating MI with gait training or action observation (AO) seems to improve motor recovery, especially in balance and walking. Technological methods like brain-computer interfaces (BCIs) and hybrid models that combine MI with circuit training hold potential for enhancing functional mobility and motor results. Conclusions: Guided imagery shows promise as a beneficial adjunct in stroke rehabilitation, with the potential to improve motor recovery across several domains such as gait, upper limb function, and balance.
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Affiliation(s)
- Andrea Calderone
- Department of Clinical and Experimental Medicine, University of Messina, Piazza Pugliatti, 98122 Messina, Italy
| | - Alfredo Manuli
- Physical Medicine and Rehabilitation Unit, AOU Policlinico Universitario in Messina, 98125 Messina, Italy;
| | - Francesca Antonia Arcadi
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (F.A.A.); (A.M.); (S.C.); (M.G.M.); (A.Q.); (R.S.C.)
| | - Annalisa Militi
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (F.A.A.); (A.M.); (S.C.); (M.G.M.); (A.Q.); (R.S.C.)
| | - Simona Cammaroto
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (F.A.A.); (A.M.); (S.C.); (M.G.M.); (A.Q.); (R.S.C.)
| | - Maria Grazia Maggio
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (F.A.A.); (A.M.); (S.C.); (M.G.M.); (A.Q.); (R.S.C.)
| | - Serena Pizzocaro
- Laboratory of Bioengineering, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, 27100 Pavia, Italy
- Department of Health, LUNEX University of Applied Sciences, 50, Avenue du Parc des Sports, 4671 Differdange, Luxembourg;
| | - Angelo Quartarone
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (F.A.A.); (A.M.); (S.C.); (M.G.M.); (A.Q.); (R.S.C.)
| | - Alessandro Marco De Nunzio
- Department of Health, LUNEX University of Applied Sciences, 50, Avenue du Parc des Sports, 4671 Differdange, Luxembourg;
- Luxembourg Health & Sport Sciences Research Institute A.s.b.l., 50, Avenue du Parc des Sports, 4671 Differdange, Luxembourg
| | - Rocco Salvatore Calabrò
- IRCCS Centro Neurolesi Bonino-Pulejo, S.S. 113 Via Palermo, C.da Casazza, 98124 Messina, Italy; (F.A.A.); (A.M.); (S.C.); (M.G.M.); (A.Q.); (R.S.C.)
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Li J, Zhou Y, Hao T. Effects of the Interaction Between Time-on-Task and Task Load on Response Lapses. Behav Sci (Basel) 2024; 14:1086. [PMID: 39594386 PMCID: PMC11590984 DOI: 10.3390/bs14111086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 11/05/2024] [Accepted: 11/07/2024] [Indexed: 11/28/2024] Open
Abstract
To investigate the interaction effects of prolonged working periods and different task loads on response lapses, focusing on the mechanisms of delayed responses and error lapses. Professionals such as pilots, truck drivers, and nurses often face extended work hours and fluctuating task loads. While these factors individually affect performance, their interaction and its impact on response lapses remain unclear. Twenty participants completed the Uchida-Kraepelin (U-K) Psychological Test and a dual-task version with functional near-infrared spectroscopy. Independent variables were time-on-task and task load. Dependent variables included measures of fatigue, arousal, workload, task performance (delayed and error rates), and brain functional connectivity. Both time-on-task and task load significantly affected cerebral connectivity, response lapses, workload (frustration level), fatigue, and arousal. Arousal levels significantly decreased and reaction times increased after 60 min of work. Cognitive resource regulation became challenging after 90 min under high task load levels. A decline in the connection between the prefrontal and occipital cortex during high-load tasks was observed. The findings provide insight into the mechanisms of response lapses under different task load levels and can inform strategies to mitigate these lapses during extended work periods. This study's findings can be applied to improve work schedules and fatigue management in industries like aviation, transportation, and healthcare, helping reduce response lapses and errors during extended work periods under high task load conditions.
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Affiliation(s)
- Jingqiang Li
- Safety Science and Engineering College, Civil Aviation University of China, No. 2898 Jinbei Highway Dongli District, Tianjin 300300, China
| | - Yanru Zhou
- The Key Laboratory of Road and Traffic Engineering, Ministry of Education, Shanghai 201804, China
- School of Transportation Engineering, Tongji University, Shanghai 201804, China
| | - Tianci Hao
- Safety Science and Engineering College, Civil Aviation University of China, No. 2898 Jinbei Highway Dongli District, Tianjin 300300, China
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Philips R, Baeken C, Billieux J, Harris JM, Maurage P, Muela I, Öz İT, Pabst A, Sescousse G, Vögele C, Brevers D. Brain mechanisms discriminating enactive mental simulations of running and plogging. Hum Brain Mapp 2024; 45:e26807. [PMID: 39185739 PMCID: PMC11345703 DOI: 10.1002/hbm.26807] [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: 02/19/2024] [Revised: 06/27/2024] [Accepted: 07/21/2024] [Indexed: 08/27/2024] Open
Abstract
Enactive cognition emphasizes co-constructive roles of humans and their environment in shaping cognitive processes. It is specifically engaged in the mental simulation of behaviors, enhancing the connection between perception and action. Here we investigated the core network of brain regions involved in enactive cognition as applied to mental simulations of physical exercise. We used a neuroimaging paradigm in which participants (N = 103) were required to project themselves running or plogging (running while picking-up litter) along an image-guided naturalistic trail. Using both univariate and multivariate brain imaging analyses, we find that a broad spectrum of brain activation discriminates between the mental simulation of plogging versus running. Critically, we show that self-reported ratings of daily life running engagement and the quality of mental simulation (how well participants were able to imagine themselves running) modulate the brain reactivity to plogging versus running. Finally, we undertook functional connectivity analyses centered on the insular cortex, which is a key region in the dynamic interplay between neurocognitive processes. This analysis revealed increased positive and negative patterns of insular-centered functional connectivity in the plogging condition (as compared to the running condition), thereby confirming the key role of the insular cortex in action simulation involving complex sets of mental mechanisms. Taken together, the present findings provide new insights into the brain networks involved in the enactive mental simulation of physical exercise.
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Affiliation(s)
- Roxane Philips
- Department of Behavioural and Cognitive Sciences, Institute for Health and BehaviourUniversity of LuxembourgEsch‐sur‐AlzetteLuxembourg
| | - Chris Baeken
- Department of PsychiatryUniversity Hospital, UZ BrusselBrusselsBelgium
- Ghent Experimental Psychiatry (GHEP) Lab, Department of Head and Skin, Ghent University HospitalGhent UniversityGhentBelgium
- Department of Electrical EngineeringEindhoven University of TechnologyEindhovenThe Netherlands
| | - Joël Billieux
- Institute of PsychologyUniversity of LausanneLausanneSwitzerland
- Centre for Excessive Gambling, Addiction MedicineLausanne University Hospitals (CHUV)LausanneSwitzerland
| | - James Madog Harris
- Department of Behavioural and Cognitive Sciences, Institute for Health and BehaviourUniversity of LuxembourgEsch‐sur‐AlzetteLuxembourg
| | - Pierre Maurage
- Louvain Experimental Psychopathology Research Group (LEP)Psychological Sciences Research Institute, UCLouvainLouvain‐la‐NeuveBelgium
| | - Ismael Muela
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC)University of GranadaGranadaSpain
| | - İrem Tuğçe Öz
- Louvain Experimental Psychopathology Research Group (LEP)Psychological Sciences Research Institute, UCLouvainLouvain‐la‐NeuveBelgium
| | - Arthur Pabst
- Louvain Experimental Psychopathology Research Group (LEP)Psychological Sciences Research Institute, UCLouvainLouvain‐la‐NeuveBelgium
| | - Guillaume Sescousse
- Lyon Neuroscience Research Center, INSERM U1028, CNRS UMR5292, PSYR2 TeamUniversity of LyonLyonFrance
| | - Claus Vögele
- Department of Behavioural and Cognitive Sciences, Institute for Health and BehaviourUniversity of LuxembourgEsch‐sur‐AlzetteLuxembourg
| | - Damien Brevers
- Department of Behavioural and Cognitive Sciences, Institute for Health and BehaviourUniversity of LuxembourgEsch‐sur‐AlzetteLuxembourg
- Ghent Experimental Psychiatry (GHEP) Lab, Department of Head and Skin, Ghent University HospitalGhent UniversityGhentBelgium
- Louvain Experimental Psychopathology Research Group (LEP)Psychological Sciences Research Institute, UCLouvainLouvain‐la‐NeuveBelgium
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Spagna A, Heidenry Z, Miselevich M, Lambert C, Eisenstadt BE, Tremblay L, Liu Z, Liu J, Bartolomeo P. Visual mental imagery: Evidence for a heterarchical neural architecture. Phys Life Rev 2024; 48:113-131. [PMID: 38217888 DOI: 10.1016/j.plrev.2023.12.012] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 12/26/2023] [Indexed: 01/15/2024]
Abstract
Theories of Visual Mental Imagery (VMI) emphasize the processes of retrieval, modification, and recombination of sensory information from long-term memory. Yet, only few studies have focused on the behavioral mechanisms and neural correlates supporting VMI of stimuli from different semantic domains. Therefore, we currently have a limited understanding of how the brain generates and maintains mental representations of colors, faces, shapes - to name a few. Such an undetermined scenario renders unclear the organizational structure of neural circuits supporting VMI, including the role of the early visual cortex. We aimed to fill this gap by reviewing the scientific literature of five semantic domains: visuospatial, face, colors, shapes, and letters imagery. Linking theory to evidence from over 60 different experimental designs, this review highlights three main points. First, there is no consistent activity in the early visual cortex across all VMI domains, contrary to the prediction of the dominant model. Second, there is consistent activity of the frontoparietal networks and the left hemisphere's fusiform gyrus during voluntary VMI irrespective of the semantic domain investigated. We propose that these structures are part of a domain-general VMI sub-network. Third, domain-specific information engages specific regions of the ventral and dorsal cortical visual pathways. These regions partly overlap with those found in visual perception studies (e.g., fusiform face area for faces imagery; lingual gyrus for color imagery). Altogether, the reviewed evidence suggests the existence of domain-general and domain-specific mechanisms of VMI selectively engaged by stimulus-specific properties (e.g., colors or faces). These mechanisms would be supported by an organizational structure mixing vertical and horizontal connections (heterarchy) between sub-networks for specific stimulus domains. Such a heterarchical organization of VMI makes different predictions from current models of VMI as reversed perception. Our conclusions set the stage for future research, which should aim to characterize the spatiotemporal dynamics and interactions among key regions of this architecture giving rise to visual mental images.
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Affiliation(s)
- Alfredo Spagna
- Department of Psychology, Columbia University in the City of New York, NY, 10027, USA.
| | - Zoe Heidenry
- Department of Psychology, Columbia University in the City of New York, NY, 10027, USA
| | | | - Chloe Lambert
- Department of Psychology, Columbia University in the City of New York, NY, 10027, USA
| | | | - Laura Tremblay
- Department of Psychology, Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California; Department of Neurology, VA Northern California Health Care System, Martinez, California
| | - Zixin Liu
- Department of Human Development, Teachers College, Columbia University, NY, 10027, USA
| | - Jianghao Liu
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, Paris 10027, France; Dassault Systèmes, Vélizy-Villacoublay, France
| | - Paolo Bartolomeo
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, Paris 10027, France
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Popovova J, Mazloum R, Macauda G, Stämpfli P, Vuilleumier P, Frühholz S, Scharnowski F, Menon V, Michels L. Enhanced attention-related alertness following right anterior insular cortex neurofeedback training. iScience 2024; 27:108915. [PMID: 38318347 PMCID: PMC10839684 DOI: 10.1016/j.isci.2024.108915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 11/15/2023] [Accepted: 01/11/2024] [Indexed: 02/07/2024] Open
Abstract
The anterior insular cortex, a central node of the salience network, plays a critical role in cognitive control and attention. Here, we investigated the feasibility of enhancing attention using real-time fMRI neurofeedback training that targets the right anterior insular cortex (rAIC). 56 healthy adults underwent two neurofeedback training sessions. The experimental group received feedback from neural responses in the rAIC, while control groups received sham feedback from the primary visual cortex or no feedback. Cognitive functioning was evaluated before, immediately after, and three months post-training. Our results showed that only the rAIC neurofeedback group successfully increased activity in the rAIC. Furthermore, this group showed enhanced attention-related alertness up to three months after the training. Our findings provide evidence for the potential of rAIC neurofeedback as a viable approach for enhancing attention-related alertness, which could pave the way for non-invasive therapeutic strategies to address conditions characterized by attention deficits.
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Affiliation(s)
- Jeanette Popovova
- Department of Neuroradiology, University Hospital of Zurich, 8091 Zurich, Switzerland
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, 8057 Zurich, Switzerland
- Department of Psychology, University of Zurich, 8050 Zurich, Switzerland
| | - Reza Mazloum
- Department of Neuroradiology, University Hospital of Zurich, 8091 Zurich, Switzerland
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, 8057 Zurich, Switzerland
- Department of Health Sciences and Technology, ETH Zurich, 8092 Zurich, Switzerland
| | - Gianluca Macauda
- Department of Neuroradiology, University Hospital of Zurich, 8091 Zurich, Switzerland
| | - Philipp Stämpfli
- MR-Center of the Department of Psychiatry, Psychotherapy and Psychosomatics and the Department of Child and Adolescent Psychiatry, Psychiatric Hospital, University of Zurich, 8032 Zurich, Switzerland
| | - Patrik Vuilleumier
- Department of Neurosciences and Clinic of Neurology, Laboratory for Neurology and Imaging of Cognition, University of Geneva, 1211 Geneva, Switzerland
| | - Sascha Frühholz
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, 8057 Zurich, Switzerland
- Department of Psychology, University of Oslo, 0851 Oslo, Norway
| | - Frank Scharnowski
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, 1010 Vienna, Austria
| | - Vinod Menon
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Lars Michels
- Department of Neuroradiology, University Hospital of Zurich, 8091 Zurich, Switzerland
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, 8057 Zurich, Switzerland
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Alotaibi S, Alsaleh A, Wuerger S, Meyer G. Rapid neural changes during novel speech-sound learning: An fMRI and DTI study. BRAIN AND LANGUAGE 2023; 245:105324. [PMID: 37741162 DOI: 10.1016/j.bandl.2023.105324] [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: 10/20/2022] [Revised: 09/05/2023] [Accepted: 09/12/2023] [Indexed: 09/25/2023]
Abstract
While the functional and microstructural changes that occur when we learn new language skills are well documented, relatively little is known about the time course of these changes. Here a combined functional magnetic resonance imaging (fMRI) and diffusion tensor imaging (DTI) study that tracks neural change over three days of learning Arabic phonetic categorization as a new language (L-training) is presented. Twenty adult native English-speaking (L-native) participants are scanned before and after training to perceive and produce L-training phonetic contrasts for one hour on three consecutive days. A third (Chinese) language is used as a control language (L-control). Behavioral results show significant performance improvement for L-training in both learnt tasks; the perception and production task. Imaging analysis reveals that, training-related hemodynamic fMRI signal and fractional anisotropy (FA) value increasing can be observed, in the left inferior frontal gyrus (LIFG) and positively correlated with behavioral improvement. Moreover, post training functional connectivity findings show a significant increasing between LIFG and left inferior parietal lobule for L-training. These results indicate that three hours of phonetic categorization learning causes functional and microstructural changes that are typically associated with much more long-term learning.
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Affiliation(s)
- Sahal Alotaibi
- Radiology Dept, Applied Medical Sciences, Taif University, Taif 21944, Saudi Arabia; Faculty of Health & Life Sciences, University of Liverpool, Liverpool L69 7ZA, United Kingdom
| | - Alanood Alsaleh
- Radiological Sciences Dept, Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Sophie Wuerger
- Clinical and Cognitive Neuroscience Group, Dept of Psychology, University of Liverpool, Liverpool L69 7ZA, United Kingdom
| | - Georg Meyer
- Clinical and Cognitive Neuroscience Group, Dept of Psychology, University of Liverpool, Liverpool L69 7ZA, United Kingdom; Virtual Engineering Centre, Digital Innovation Facility, University of Liverpool, L69 3RF, United Kingdom.
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Zhao J, Cai W, Su J, Lin R, Ma M, Li H. The effect of creative expression program in neurocognitive networks performance measured by task and resting-state functional MRI. Int Psychogeriatr 2023; 35:411-420. [PMID: 35575053 DOI: 10.1017/s1041610222000382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND The current study examined the effects of a 16-week creative expression program on brain activity during a story creating task and resting-state functional network connectivity in mild cognitive impairment (MCI) adults. METHOD Thirty-six MCI adults were allocated to either the creative expression program (CrExp, n = 18) or control group (CG,n = 18). Before and after intervention, all participants were scanned with functional magnetic resonance imaging (fMRI) during story creating task performance and a resting state. The two-group comparison was calculated between the blood oxygenation level-dependent (BOLD) signal changes for each cluster to investigate the differences in fMRI activation and functional connectivity (FC) between two groups. RESULTS Task activation analyses showed an increase in the right anterior cingulate gyrus (ACG), right medial frontal gyrus (MFG), right lentiform nucleus (LN), left hippocampus (HIP), left middle occipital gyrus (MOG), and left cerebellum posterior lobe (CPL) (p < 0.05). Story creating performance improvements were associated with greater activation in the left HIP region. Resting-state functional connectivity (FC) between left HIP and certain other brain areas shown a significant interaction of creative expression group versus control group. Moreover, connectivity between the right angular gyrus (ANG), right inferior temporal gyrus (ITG), right superior occipital gyrus (SOG), left ANG, and left MFG were related to improved cognitive performance (p < 0.05). CONCLUSION These data extend current knowledge by indicating that the creative expression program can improve cognitive activation in MCI, and these enhancements may be related to the neurocognitive network plasticity changes induced by creative expression training.
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Affiliation(s)
- Junyu Zhao
- School of Nursing, Fujian Medical University, Fuzhou, China
- Fujian Research Center on Nursing Humanity, Fujian Medical University, Fuzhou, China
- Center for Collaborative Innovation in Geriatric Rehabilitation and Industry Promotion, Fujian Medical University, Fuzhou, China
| | - Wenchao Cai
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Department of Radiology, Fujian Provincial Hospital,Fuzhou, China
| | - JiaWei Su
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Department of Radiology, Fujian Provincial Hospital,Fuzhou, China
| | - Rong Lin
- School of Nursing, Fujian Medical University, Fuzhou, China
- Research Center for Nursing Theory and Practice, Fujian Provincial Hospital, Fuzhou, China
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
| | - Mingping Ma
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Department of Radiology, Fujian Provincial Hospital,Fuzhou, China
| | - Hong Li
- School of Nursing, Fujian Medical University, Fuzhou, China
- Research Center for Nursing Theory and Practice, Fujian Provincial Hospital, Fuzhou, China
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
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9
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Murray RJ, Kreibig SD, Pehrs C, Vuilleumier P, Gross JJ, Samson AC. Mixed emotions to social situations: An fMRI investigation. Neuroimage 2023; 271:119973. [PMID: 36848968 DOI: 10.1016/j.neuroimage.2023.119973] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 02/17/2023] [Accepted: 02/21/2023] [Indexed: 02/27/2023] Open
Abstract
BACKGROUND Neuroscience research has generally studied emotions each taken in isolation. However, mixed emotional states (e.g., the co-occurrence of amusement and disgust, or sadness and pleasure) are common in everyday life. Psychophysiological and behavioral evidence suggests that mixed emotions may have response profiles that are distinguishable from their constituent emotions. Yet, the brain bases of mixed emotions remain unresolved. METHODS We recruited 38 healthy adults who viewed short, validated film clips, eliciting either positive (amusing), negative (disgusting), neutral, or mixed (a mix of amusement and disgust) emotional states, while brain activity was assessed by functional magnetic resonance imaging (fMRI). We assessed mixed emotions in two ways: first by comparing neural reactivity to ambiguous (mixed) with that to unambiguous (positive and negative) film clips and second by conducting parametric analyses to measure neural reactivity with respect to individual emotional states. We thus obtained self-reports of amusement and disgust after each clip and computed a minimum feeling score (shared minimum of amusement and disgust) to quantify mixed emotional feelings. RESULTS Both analyses revealed a network of the posterior cingulate (PCC), medial superior parietal lobe (SPL)/precuneus, and parieto-occipital sulcus to be involved in ambiguous contexts eliciting mixed emotions. CONCLUSION Our results are the first to shed light on the dedicated neural processes involved in dynamic social ambiguity processing. They suggest both higher-order (SPL) and lower-order (PCC) processes may be needed to process emotionally complex social scenes.
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Affiliation(s)
- Ryan J Murray
- Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Campus Biotech, Geneva, Switzerland
| | - Sylvia D Kreibig
- Department of Psychology, Stanford University, Stanford, CA 94305 USA
| | - Corinna Pehrs
- Bernstein Center for Computational Neuroscience Berlin, BCCN, Berlin, Germany
| | - Patrik Vuilleumier
- Swiss Center for Affective Sciences, University of Geneva, Campus Biotech, Geneva, Switzerland; Neuroscience Department, Laboratory for Behavioral Neurology and Imaging of Cognition, Medical school, University of Geneva, Campus Biotech, Geneva, Switzerland
| | - James J Gross
- Department of Psychology, Stanford University, Stanford, CA 94305 USA
| | - Andrea C Samson
- Swiss Center for Affective Sciences, University of Geneva, Campus Biotech, Geneva, Switzerland; Faculty of Psychology, UniDistance Suisse, Brig, Switzerland; Institute of Special Education, University of Fribourg, Fribourg, Switzerland.
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10
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Yang N, Chen S, Liu S, Ling S, Chen L. Increased low frequency fluctuation in the brain after acupuncture treatment in CSVDCI patients: A randomized control trial study. Front Neurosci 2023; 17:1125418. [PMID: 36922926 PMCID: PMC10010105 DOI: 10.3389/fnins.2023.1125418] [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: 12/16/2022] [Accepted: 02/02/2023] [Indexed: 03/02/2023] Open
Abstract
Background Cerebral small vessel disease (CSVD) is one of two cognition-impairing diseases. Acupuncture (Acu) is a flexible treatment with few adverse effects and is thus widely used to treat neurological problems. Methods We recruited a total of 60 patients and assigned them to two groups (n = 30 each group). During the study, some participants were excluded by quality control, and a total of 44 subjects (25 Acu and 19 controls) were completed to investigate the therapeutic efficacy of acupuncture on CSVD cognitive impairment (CSVDCI). The following demographic and clinical variables were compared between the two groups: gender, age, education, smoking, alcohol, Montreal cognitive assessment (MoCA), symbol digit modalities test (SDMT), verbal fluency test (VFT), digit span task (DST), Boston naming test (BNT) scores, and amplitude of low-frequency fluctuation (ALFF) under the typical band (0.01-0.08 Hz). Mixed effect analysis was utilized to test for differences between the two groups before and after the treatment. Results Following acupuncture treatment, the Acu group scored higher on MoCA, SDMT, VFT, DST, and BNT compared to controls (P < 0.05). The brain regions showing substantially greater ALFF values in the Acu group were the right inferior temporal gyrus, left middle occipital gyrus, left superior occipital gyrus, left insula, bilateral postcentral gyrus, right superior parietal gyrus, right cerebellum, right precuneus, and right precentral gyrus (P < 0.005, no correction). The ALFF values in the right inferior temporal gyrus (P = 0.027), left middle occipital gyrus (P = 0.005), left superior occipital gyrus (P = 0.011), and right superior parietal gyrus (P = 0.043) were positively associated with MoCA. Conclusion We found that acupuncture modulates the functional activity of temporal, occipital, and parietal regions of the brain in CSVDCI patients.
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Affiliation(s)
- Nan Yang
- Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.,Zhongshan Hospital of Traditional Chinese Medicine, Zhongshan, Guangdong, China
| | - Sina Chen
- Zhongshan Hospital of Traditional Chinese Medicine, Zhongshan, Guangdong, China
| | - Shuxue Liu
- Zhongshan Hospital of Traditional Chinese Medicine, Zhongshan, Guangdong, China
| | - Shuiqiao Ling
- Zhongshan Hospital of Traditional Chinese Medicine, Zhongshan, Guangdong, China
| | - Lidian Chen
- Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
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11
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Yang JG, Thapa N, Park HJ, Bae S, Park KW, Park JH, Park H. Virtual Reality and Exercise Training Enhance Brain, Cognitive, and Physical Health in Older Adults with Mild Cognitive Impairment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13300. [PMID: 36293881 PMCID: PMC9602597 DOI: 10.3390/ijerph192013300] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/11/2022] [Accepted: 10/12/2022] [Indexed: 06/16/2023]
Abstract
UNLABELLED We investigated the effectiveness of virtual-reality-based cognitive training (VRCT) and exercise on the brain, cognitive, physical and activity of older adults with mild cognitive impairment (MCI). METHODS This study included 99 participants (70.8 ± 5.4) with MCI in the VRCT, exercise, and control groups. The VRCT consisted of a series of games targeting different brain functions such as executive function, memory, and attention. Twenty-four sessions of VRCT (three days/week) were performed, and each session was 100 min long. Exercise intervention consisted of aerobic and resistance trainings performed in 24 sessions for 60 min (2 times/week for 12 weeks). Global cognitive function was measured using the Mini-Mental State Examination (MMSE) test. Resting-state electroencephalography (EEG) of the neural oscillatory activity in different frequency bands was performed. Physical function was measured using handgrip strength (HGS) and gait speed. RESULTS After the intervention period, VRCT significantly improved the MMSE scores (p < 0.05), and the exercise group had significantly improved HGS and MMSE scores (p < 0.05) compared to baseline. One-way analysis of variance (ANOVA) of resting-state EEG showed a decreased theta/beta power ratio (TBR) (p < 0.05) in the central region of the brain in the exercise group compared to the control group. Although not statistically significant, the VRCT group also showed a decreased TBR compared to the control group. The analysis of covariance (ANCOVA) test showed a significant decrease in theta band power in the VRCT group compared to the exercise group and a decrease in delta/alpha ratio in the exercise group compared to the VRCT group. CONCLUSION Our findings suggest that VRCT and exercise training enhances brain, cognitive, and physical health in older adults with MCI. Further studies with a larger population sample to identify the effect of VRCT in combination with exercise training are required to yield peak benefits for patients with MCI.
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Affiliation(s)
- Ja-Gyeong Yang
- Department of Health Sciences, Graduate School, Dong-A University, Busan 49315, Korea
- Laboratory of Smart Healthcare, Dong-A University, Busan 49315, Korea
| | - Ngeemasara Thapa
- Department of Health Sciences, Graduate School, Dong-A University, Busan 49315, Korea
- Laboratory of Smart Healthcare, Dong-A University, Busan 49315, Korea
| | - Hye-Jin Park
- Department of Health Sciences, Graduate School, Dong-A University, Busan 49315, Korea
- Laboratory of Smart Healthcare, Dong-A University, Busan 49315, Korea
| | - Seongryu Bae
- Department of Health Sciences, Graduate School, Dong-A University, Busan 49315, Korea
- Laboratory of Smart Healthcare, Dong-A University, Busan 49315, Korea
| | - Kyung Won Park
- Department of Neurology, College of Medicine, Dong-A University, Busan 49201, Korea
| | - Jong-Hwan Park
- Health Convergence Medicine Laboratory, Biomedical Research Institute, Pusan National University Hospital, Busan 49241, Korea
| | - Hyuntae Park
- Department of Health Sciences, Graduate School, Dong-A University, Busan 49315, Korea
- Laboratory of Smart Healthcare, Dong-A University, Busan 49315, Korea
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12
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Using Real-Time fMRI Neurofeedback to Modulate M1-Cerebellum Connectivity. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:8744982. [PMID: 36082347 PMCID: PMC9448559 DOI: 10.1155/2022/8744982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 07/16/2022] [Accepted: 07/25/2022] [Indexed: 11/18/2022]
Abstract
Objective The potential of neurofeedback to alter the M1-cerebellum connectivity was explored using motor imagery-based rt-fMRI. These regions were chosen due to their importance in motor performance and motor rehabilitation. Methods Four right-handed individuals were recruited to examine the potential to change the M1-cerebellum neurofeedback link. The University of Glasgow Cognitive Neuroimaging Centre used a 3T MRI scanner from January 2019 to January 2020 to conduct this prospective study. Everyone participated in each fMRI session, which included six NF training runs. Participants were instructed to imagine complicated hand motions during the NF training to raise a thermometer bar's height. To contrast the correlation coefficients between the initial and last NF runs, a t-test was performed post hoc. Results The neurofeedback connection between M1 and the cerebellum was strengthened in each participant. Motor imagery strategy was a significant task in training M1-cerebellum connectivity as participants used it successfully to enhance the activation level between these regions during M1-cerebellum modulation using real-time fMRI. The t-test and linear regression, on the other hand, showed this increase to be insignificant. Conclusion A novel technique to manipulate M1-cerebellum connectivity was discovered using real-time fMRI NF. This study showed that each participant's neurofeedback connectivity between M1 and cerebellum was enhanced. This increase, on the other hand, was insignificant statistically. The results showed that the connectivity between both areas increased positively. Through the integration of fMRI and neurofeedback, M1-cerebellum connectivity can be positively affected.
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13
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The Differences of Functional Brain Network in Processing Auditory Phonological Tasks between Cantonese-Mandarin Bilinguals and Mandarin Monolinguals. Brain Res 2022; 1780:147801. [DOI: 10.1016/j.brainres.2022.147801] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Revised: 01/18/2022] [Accepted: 01/19/2022] [Indexed: 11/18/2022]
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14
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Ragni F, Lingnau A, Turella L. Decoding category and familiarity information during visual imagery. Neuroimage 2021; 241:118428. [PMID: 34311066 DOI: 10.1016/j.neuroimage.2021.118428] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 06/29/2021] [Accepted: 07/22/2021] [Indexed: 10/20/2022] Open
Abstract
Visual imagery relies on a widespread network of brain regions, partly engaged during the perception of external stimuli. Beyond the recruitment of category-selective areas (FFA, PPA), perception of familiar faces and places has been reported to engage brain areas associated with semantic information, comprising the precuneus, temporo-parietal junction (TPJ), medial prefrontal cortex (mPFC) and posterior cingulate cortex (PCC). Here we used multivariate pattern analyzes (MVPA) to examine to which degree areas of the visual imagery network, category-selective and semantic areas contain information regarding the category and familiarity of imagined stimuli. Participants were instructed via auditory cues to imagine personally familiar and unfamiliar stimuli (i.e. faces and places). Using region-of-interest (ROI)-based MVPA, we were able to distinguish between imagined faces and places within nodes of the visual imagery network (V1, SPL, aIPS), within category-selective inferotemporal regions (FFA, PPA) and across all brain regions of the extended semantic network (i.e. precuneus, mPFC, IFG and TPJ). Moreover, we were able to decode familiarity of imagined stimuli in the SPL and aIPS, and in some regions of the extended semantic network (in particular, right precuneus, right TPJ), but not in V1. Our results suggest that posterior visual areas - including V1 - host categorical representations about imagined stimuli, and that stimulus familiarity might be an additional aspect that is shared between perception and visual imagery.
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Affiliation(s)
- Flavio Ragni
- Center for Mind/Brain Sciences (CIMeC), University of Trento, Italy
| | | | - Luca Turella
- Center for Mind/Brain Sciences (CIMeC), University of Trento, Italy.
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15
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Virtual Reality for Neurorehabilitation and Cognitive Enhancement. Brain Sci 2021; 11:brainsci11020221. [PMID: 33670277 PMCID: PMC7918687 DOI: 10.3390/brainsci11020221] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 01/23/2021] [Accepted: 02/06/2021] [Indexed: 02/06/2023] Open
Abstract
Our access to computer-generated worlds changes the way we feel, how we think, and how we solve problems. In this review, we explore the utility of different types of virtual reality, immersive or non-immersive, for providing controllable, safe environments that enable individual training, neurorehabilitation, or even replacement of lost functions. The neurobiological effects of virtual reality on neuronal plasticity have been shown to result in increased cortical gray matter volumes, higher concentration of electroencephalographic beta-waves, and enhanced cognitive performance. Clinical application of virtual reality is aided by innovative brain–computer interfaces, which allow direct tapping into the electric activity generated by different brain cortical areas for precise voluntary control of connected robotic devices. Virtual reality is also valuable to healthy individuals as a narrative medium for redesigning their individual stories in an integrative process of self-improvement and personal development. Future upgrades of virtual reality-based technologies promise to help humans transcend the limitations of their biological bodies and augment their capacity to mold physical reality to better meet the needs of a globalized world.
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16
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Spagna A, Hajhajate D, Liu J, Bartolomeo P. Visual mental imagery engages the left fusiform gyrus, but not the early visual cortex: A meta-analysis of neuroimaging evidence. Neurosci Biobehav Rev 2021; 122:201-217. [PMID: 33422567 DOI: 10.1016/j.neubiorev.2020.12.029] [Citation(s) in RCA: 90] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 12/03/2020] [Accepted: 12/23/2020] [Indexed: 12/13/2022]
Abstract
The dominant neural model of visual mental imagery (VMI) stipulates that memories from the medial temporal lobe acquire sensory features in early visual areas. However, neurological patients with damage restricted to the occipital cortex typically show perfectly vivid VMI, while more anterior damages extending into the temporal lobe, especially in the left hemisphere, often cause VMI impairments. Here we present two major results reconciling neuroimaging findings in neurotypical subjects with the performance of brain-damaged patients: (1) A large-scale meta-analysis of 46 fMRI studies, of which 27 investigated specifically visual mental imagery, revealed that VMI engages fronto-parietal networks and a well-delimited region in the left fusiform gyrus. (2) A Bayesian analysis showed no evidence for imagery-related activity in early visual cortices. We propose a revised neural model of VMI that draws inspiration from recent cytoarchitectonic and lesion studies, whereby fronto-parietal networks initiate, modulate, and maintain activity in a core temporal network centered on the fusiform imagery node, a high-level visual region in the left fusiform gyrus.
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Affiliation(s)
- Alfredo Spagna
- Department of Psychology, Columbia University in the City of New York, NY, 10027, USA; Sorbonne Université, Inserm U 1127, CNRS UMR 7225, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France
| | - Dounia Hajhajate
- Sorbonne Université, Inserm U 1127, CNRS UMR 7225, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France
| | - Jianghao Liu
- Sorbonne Université, Inserm U 1127, CNRS UMR 7225, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France; Dassault Systèmes, Vélizy-Villacoublay, France
| | - Paolo Bartolomeo
- Sorbonne Université, Inserm U 1127, CNRS UMR 7225, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, F-75013, Paris, France.
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17
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Ma L, Chen J, Zhong N. An Image-Enhanced Topic Modeling Method for Neuroimaging Literature. Brain Inform 2021. [DOI: 10.1007/978-3-030-86993-9_28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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18
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Sanchez-Lopez J, Cardobi N, Pedersini CA, Savazzi S, Marzi CA. What cortical areas are responsible for blindsight in hemianopic patients? Cortex 2020; 132:113-134. [PMID: 32977179 DOI: 10.1016/j.cortex.2020.08.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 06/07/2020] [Accepted: 08/07/2020] [Indexed: 12/25/2022]
Abstract
The presence of above-chance unconscious behavioral responses following stimulus presentation to the blind hemifield of hemianopic patients (blindsight) is a well-known phenomenon. What is still lacking is a systematic study of the neuroanatomical bases of two distinct aspects of blindsight: the unconscious above chance performance and the phenomenological aspects that may be associated. Here, we tested 17 hemianopic patients in two tasks i.e. movement and orientation discrimination of a visual grating presented to the sighted or blind hemifield. We classified patients in four groups on the basis of the presence of above chance unconscious discrimination without or with perceptual awareness reports for stimulus presentation to the blind hemifield. A fifth group was represented by patients with interruption of the Optic Radiation. In the various groups we carried out analyses of lesion extent of various cortical areas, probabilistic tractography as well as assessment of the cortical thickness of the intact hemisphere. All patients had lesions mainly, but not only, in the occipital lobe and the statistical comparison of their extent provided clues as to the critical anatomical substrate of unconscious above-chance performance and of perceptual awareness reports, respectively. In fact, the two areas that turned out to be critical for above-chance performance in the discrimination of moving versus non-moving visual stimuli were the Precuneus and the Posterior Cingulate Gyrus while for perceptual awareness reports the crucial areas were Intracalcarine, Supracalcarine, Cuneus, and the Posterior Cingulate Gyrus. Interestingly, the proportion of perceptual awareness reports was higher in patients with a spared right hemisphere. As to probabilistic tractography, all pathways examined yielded higher positive values for patients with perceptual awareness reports. Finally, the cortical thickness of the intact hemisphere was greater in patients showing above-chance performance than in those at chance. This effect is likely to be a result of neuroplastic compensatory mechanisms.
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Affiliation(s)
- Javier Sanchez-Lopez
- Physiology and Psychology Section, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
| | - Nicolò Cardobi
- Physiology and Psychology Section, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
| | - Caterina A Pedersini
- Physiology and Psychology Section, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
| | - Silvia Savazzi
- Physiology and Psychology Section, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy; Perception and Awareness (PandA) Laboratory, University of Verona, Verona, Italy; National Institute of Neuroscience, Verona, Italy.
| | - Carlo A Marzi
- Physiology and Psychology Section, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy; National Institute of Neuroscience, Verona, Italy.
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Ragni F, Tucciarelli R, Andersson P, Lingnau A. Decoding stimulus identity in occipital, parietal and inferotemporal cortices during visual mental imagery. Cortex 2020; 127:371-387. [PMID: 32289581 DOI: 10.1016/j.cortex.2020.02.020] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 01/29/2020] [Accepted: 02/14/2020] [Indexed: 11/17/2022]
Abstract
In the absence of input from the external world, humans are still able to generate vivid mental images. This cognitive process, known as visual mental imagery, involves a network of prefrontal, parietal, inferotemporal, and occipital regions. Using multivariate pattern analysis (MVPA), previous studies were able to distinguish between the different orientations of imagined gratings, but not between more complex imagined stimuli, such as common objects, in early visual cortex (V1). Here we asked whether letters, simple shapes, and objects can be decoded in early visual areas during visual mental imagery. In a delayed spatial judgment task, we asked participants to observe or imagine stimuli. To examine whether it is possible to discriminate between neural patterns during perception and visual mental imagery, we performed ROI-based and whole-brain searchlight-based MVPA. We were able to decode imagined stimuli in early visual (V1, V2), parietal (SPL, IPL, aIPS), inferotemporal (LOC) and prefrontal (PMd) areas. In a subset of these areas (i.e., V1, V2, LOC, SPL, IPL and aIPS), we also obtained significant cross-decoding across visual imagery and perception. Moreover, we observed a linear relationship between behavioral accuracy and the amplitude of the BOLD signal in parietal and inferotemporal cortices, but not in early visual cortex, in line with the view that these areas contribute to the ability to perform visual imagery. Together, our results suggest that in the absence of bottom-up visual inputs, patterns of functional activation in early visual cortex allow distinguishing between different imagined stimulus exemplars, most likely mediated by signals from parietal and inferotemporal areas.
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Affiliation(s)
- Flavio Ragni
- Center for Mind/Brain Science (CIMeC), University of Trento, Rovereto, TN, Italy
| | - Raffaele Tucciarelli
- Center for Mind/Brain Science (CIMeC), University of Trento, Rovereto, TN, Italy; Department of Psychological Sciences, Birkbeck, University of London, London, UK
| | - Patrik Andersson
- Center for Mind/Brain Science (CIMeC), University of Trento, Rovereto, TN, Italy; Stockholm University Brain Imaging Centre (SUBIC), Stockholm, Sweden
| | - Angelika Lingnau
- Center for Mind/Brain Science (CIMeC), University of Trento, Rovereto, TN, Italy; Department of Psychology, Royal Holloway University of London, Egham, London, UK; Institute of Psychology, University of Regensburg, Regensburg, Germany.
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