1
|
Maldonado IL, Descoteaux M, Rheault F, Zemmoura I, Benn A, Margulies D, Boré A, Duffau H, Mandonnet E. Multimodal study of multilevel pulvino-temporal connections: a new piece in the puzzle of lexical retrieval networks. Brain 2024; 147:2245-2257. [PMID: 38243610 PMCID: PMC11146422 DOI: 10.1093/brain/awae021] [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: 06/19/2023] [Revised: 11/18/2023] [Accepted: 12/30/2023] [Indexed: 01/21/2024] Open
Abstract
Advanced methods of imaging and mapping the healthy and lesioned brain have allowed for the identification of the cortical nodes and white matter tracts supporting the dual neurofunctional organization of language networks in a dorsal phonological and a ventral semantic stream. Much less understood are the anatomical correlates of the interaction between the two streams; one hypothesis being that of a subcortically mediated interaction, through crossed cortico-striato-thalamo-cortical and cortico-thalamo-cortical loops. In this regard, the pulvinar is the thalamic subdivision that has most regularly appeared as implicated in the processing of lexical retrieval. However, descriptions of its connections with temporal (language) areas remain scarce. Here we assess this pulvino-temporal connectivity using a combination of state-of-the-art techniques: white matter stimulation in awake surgery and postoperative diffusion MRI (n = 4), virtual dissection from the Human Connectome Project 3 and 7 T datasets (n = 172) and operative microscope-assisted post-mortem fibre dissection (n = 12). We demonstrate the presence of four fundamental fibre contingents: (i) the anterior component (Arnold's bundle proper) initially described by Arnold in the 19th century and destined to the anterior temporal lobe; (ii) the optic radiations-like component, which leaves the pulvinar accompanying the optical radiations and reaches the posterior basal temporal cortices; (iii) the lateral component, which crosses the temporal stem orthogonally and reaches the middle temporal gyrus; and (iv) the auditory radiations-like component, which leaves the pulvinar accompanying the auditory radiations to the superomedial aspect of the temporal operculum, just posteriorly to Heschl's gyrus. Each of those components might correspond to a different level of information processing involved in the lexical retrieval process of picture naming.
Collapse
Affiliation(s)
- Igor Lima Maldonado
- UMR 1253, iBrain, Université de Tours, Inserm, 37000 Tours, France
- Department of Neurosurgery, CHRU de Tours, 37000 Tours, France
| | - Maxime Descoteaux
- Sherbrooke Connectivity Imaging Laboratory, Department of Computer Science, Faculty of Sciences, Université de Sherbrooke, J1K 2X9 Sherbrooke, Quebec, Canada
- Imeka Solutions, J1H 4A7 Sherbrooke, Quebec, Canada
| | | | - Ilyess Zemmoura
- UMR 1253, iBrain, Université de Tours, Inserm, 37000 Tours, France
- Department of Neurosurgery, CHRU de Tours, 37000 Tours, France
| | - Austin Benn
- CNRS, Integrative Neuroscience and Cognition Center (UMR 8002), Université de Paris Cité, 75006 Paris, France
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, OX1 3QD Oxford, UK
| | - Daniel Margulies
- CNRS, Integrative Neuroscience and Cognition Center (UMR 8002), Université de Paris Cité, 75006 Paris, France
| | - Arnaud Boré
- Sherbrooke Connectivity Imaging Laboratory, Department of Computer Science, Faculty of Sciences, Université de Sherbrooke, J1K 2X9 Sherbrooke, Quebec, Canada
| | - Hugues Duffau
- Department of Neurosurgery, Gui de Chauliac Hospital, Montpellier University Medical Center, 34090 Montpellier, France
- Team ‘Plasticity of Central Nervous System, Stem Cells and Glial Tumors’, U1191 Laboratory, Institute of Functional Genomics, National Institute for Health and Medical Research (INSERM), University of Montpellier, 34000, Montpellier, France
| | - Emmanuel Mandonnet
- Department of Neurosurgery, Lariboisière Hospital, AP-HP, 75010 Paris, France
- Frontlab, CNRS UMR 7225, INSERM U1127, Paris Brain Institute (ICM), 75013 Paris, France
- UFR Médecine, Université de Paris Cité, 75006 Paris, France
| |
Collapse
|
2
|
Galvez V, Romero-Rebollar C, Estudillo-Guerra MA, Fernandez-Ruiz J. Resting-state networks and their relationship with MoCA performance in PD patients. Brain Imaging Behav 2024; 18:612-621. [PMID: 38332386 DOI: 10.1007/s11682-024-00860-3] [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] [Accepted: 01/30/2024] [Indexed: 02/10/2024]
Abstract
Although mild cognitive impairment is a common non-motor symptom experienced by individuals with Parkinson's Disease, the changes in intrinsic resting-state networks associated with its onset in Parkinson's remain underexamined. To address the issue, our study sought to examine resting-state network alterations and their association with total performance in the Montreal Cognitive Assessment and its cognitive domains in Parkinson's by means of functional magnetic resonance imaging of 29 Parkinson's patients with normal cognition, 25 Parkinson's patients with mild cognitive impairment, and 13 healthy controls. To contrast the Parkinson's groups with each other and the controls, the images were used to estimate the Z-score coefficient between the regions of interest from the default mode network, the salience network and the central executive network. Our first finding was that default mode and salience network connectivity decreased significantly in Parkinson's patients regardless of their cognitive status. Additionally, default mode network nodes had a negative and salience network nodes a positive correlation with the global assessment in Parkinson's with normal cognition; this inverse relationship of both networks to total score was not found in the group with cognitive impairment. Finally, a positive correlation was found between executive scores and anterior and posterior cortical network connectivity and, in the group with cognitive impairment, between language scores and salience network connectivity. Our results suggest that specific resting-state networks of Parkinson's patients with cognitive impairment differ from those of Parkinson's patients with normal cognition, supporting the evidence that cognitive impairment in Parkinson's Disease displays a differentiated neurodegenerative pattern.
Collapse
Affiliation(s)
- Victor Galvez
- Laboratorio de Neurociencias Cognitivas y Desarrollo, Escuela de Psicología, Universidad Panamericana, Ciudad de México, México.
| | - César Romero-Rebollar
- Escuela de Pedagogía, Universidad Panamericana, Ciudad de México, México
- Universidad Tecnológica de México-UNITEC MÉXICO-Campus en línea, Ciudad de México, México
| | - M Anayali Estudillo-Guerra
- Spaulding Rehabilitation Hospital and Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Juan Fernandez-Ruiz
- Departamento de Fisiología, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad de México, México
| |
Collapse
|
3
|
Bosque Varela P, Tabaee Damavandi P, Machegger L, Prüwasser T, Zimmermann G, Oellerer A, Steinbacher J, McCoy M, Pfaff J, Trinka E, Kuchukhidze G. Magnetic resonance imaging fingerprints of status epilepticus: A case-control study. Epilepsia 2024; 65:1620-1630. [PMID: 38507291 DOI: 10.1111/epi.17949] [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: 12/13/2023] [Revised: 02/29/2024] [Accepted: 03/01/2024] [Indexed: 03/22/2024]
Abstract
OBJECTIVE Status epilepticus (SE) is frequently associated with peri-ictal magnetic resonance imaging (MRI) abnormalities (PMA). However, the anatomical distribution of these alterations has not been systematically studied. The aim of this study was to assess the localization patterns of PMA in patients with SE. METHODS In this prospective case-control study, we compared the distribution and combinations of diffusion-restricted PMA to diffusion-restricted lesions caused by other neurological conditions. All patients of the SE group and the control group underwent MRI including a diffusion-weighted imaging sequence. Patients with SE were imaged within 48 h after its onset. RESULTS We enrolled 201 patients (51 with SE and 150 controls). The most frequent locations of PMA in SE were cortex (25/51, 49%), followed by hippocampus (20/51, 39%) and pulvinar of thalamus (10/51, 20%). In the control group, the cortex was involved in 80 of 150 (53%), white matter in 53 of 150 (35%), and basal ganglia in 33 of 150 (22%). In the control group, the pulvinar of thalamus was never affected and hippocampal structures were rarely involved (7/150, 5%). Involvement of the pulvinar of thalamus and the hippocampus had high specificity for SE at 100% (95% confidence interval [CI] = 98-100) and 95% (95% CI = 91-98), respectively. The sensitivity, however, was low for both locations (pulvinar of thalamus: 20%, 95% CI = 10-33; hippocampus: 39%, 95% CI = 26-54). SIGNIFICANCE Diffusion-restricted MRI lesions observed in the pulvinar of thalamus and hippocampus are strongly associated with SE. These changes may help physicians in diagnosing SE-related changes on MRI in an acute setting, especially in cases of equivocal clinical and electroencephalographic manifestations of SE.
Collapse
Affiliation(s)
- Pilar Bosque Varela
- Department of Neurology, Christian Doppler University Hospital, member of the European Reference Network EpiCARE, Center for Cognitive Neuroscience, Paracelsus Medical University of Salzburg, Salzburg, Austria
| | - Payam Tabaee Damavandi
- Department of Neurology, Christian Doppler University Hospital, member of the European Reference Network EpiCARE, Center for Cognitive Neuroscience, Paracelsus Medical University of Salzburg, Salzburg, Austria
- Department of Neurology, Fondazione IRCCS San Gerardo dei Tintori, School of Medicine and Surgery, Milan Center for Neuroscience, University of Milano-Bicocca, Monza, Italy
| | - Lukas Machegger
- Department of Neuroradiology, Christian Doppler University Hospital, Paracelsus Medical University of Salzburg, Salzburg, Austria
| | - Tanja Prüwasser
- Department of Neurology, Christian Doppler University Hospital, member of the European Reference Network EpiCARE, Center for Cognitive Neuroscience, Paracelsus Medical University of Salzburg, Salzburg, Austria
- Department of Mathematics, Paris-Lodron University, Salzburg, Austria
| | - Georg Zimmermann
- Department of Mathematics, Paris-Lodron University, Salzburg, Austria
- Team Biostatistics and Big Medical Data, IDA Lab Salzburg, Paracelsus Medical University, Salzburg, Austria
- Research and Innovation Management, Paracelsus Medical University, Salzburg, Austria
| | - Andreas Oellerer
- Department of Neuroradiology, Christian Doppler University Hospital, Paracelsus Medical University of Salzburg, Salzburg, Austria
| | - Jürgen Steinbacher
- Department of Neuroradiology, Christian Doppler University Hospital, Paracelsus Medical University of Salzburg, Salzburg, Austria
| | - Mark McCoy
- Department of Neurology, Christian Doppler University Hospital, member of the European Reference Network EpiCARE, Center for Cognitive Neuroscience, Paracelsus Medical University of Salzburg, Salzburg, Austria
- Neuroscience Institute, Christian Doppler University Hospital, Salzburg, Austria
| | - Johannes Pfaff
- Department of Neuroradiology, Christian Doppler University Hospital, Paracelsus Medical University of Salzburg, Salzburg, Austria
| | - Eugen Trinka
- Department of Neurology, Christian Doppler University Hospital, member of the European Reference Network EpiCARE, Center for Cognitive Neuroscience, Paracelsus Medical University of Salzburg, Salzburg, Austria
- Neuroscience Institute, Christian Doppler University Hospital, Salzburg, Austria
- Karl Landsteiner Institute for Neurorehabilitation and Space Neurology, Salzburg, Austria
| | - Giorgi Kuchukhidze
- Department of Neurology, Christian Doppler University Hospital, member of the European Reference Network EpiCARE, Center for Cognitive Neuroscience, Paracelsus Medical University of Salzburg, Salzburg, Austria
- Neuroscience Institute, Christian Doppler University Hospital, Salzburg, Austria
| |
Collapse
|
4
|
Hines K, Wu C. Epilepsy Networks and Their Surgical Relevance. Brain Sci 2023; 14:31. [PMID: 38248246 PMCID: PMC10813558 DOI: 10.3390/brainsci14010031] [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: 11/09/2023] [Revised: 12/22/2023] [Accepted: 12/24/2023] [Indexed: 01/23/2024] Open
Abstract
Surgical epilepsy is a rapidly evolved field. As the understanding and concepts of epilepsy shift towards a network disorder, surgical outcomes may shed light on numerous components of these systems. This review documents the evolution of the understanding of epilepsy networks and examines the data generated by resective, ablative, neuromodulation, and invasive monitoring surgeries in epilepsy patients. As these network tools are better integrated into epilepsy practice, they may eventually inform surgical decisions and improve clinical outcomes.
Collapse
Affiliation(s)
- Kevin Hines
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA;
| | | |
Collapse
|
5
|
Kalamatianos T, Mavrovounis G, Skouras P, Pandis D, Fountas K, Stranjalis G. Medial Pulvinar Stimulation in Temporal Lobe Epilepsy: A Literature Review and a Hypothesis Based on Neuroanatomical Findings. Cureus 2023; 15:e35772. [PMID: 37025746 PMCID: PMC10071339 DOI: 10.7759/cureus.35772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2023] [Indexed: 03/07/2023] Open
Abstract
While bilateral stimulation of the anterior thalamic nuclei remains the only approved deep brain stimulation (DBS) option for focal epilepsy, two additional thalamic targets have been proposed. Earlier work indicated the potential of centromedian thalamic nucleus stimulation with recent findings highlighting the medial pulvinar nucleus. The latter has been shown to exhibit electrophysiological and imaging alterations in patients with partial status epilepticus and temporal lobe epilepsy. On this basis, recent studies have begun assessing the feasibility and efficacy of pulvinar stimulation, with encouraging results on the reduction of seizure frequency and severity. Building on existing neuroanatomical knowledge, indicating that the medial pulvinar is connected to the temporal lobe via the temporopulvinar bundle of Arnold, we hypothesize that this is one of the routes through which medial pulvinar stimulation affects temporal lobe structures. We suggest that further anatomic, imaging, and electrophysiologic studies are warranted to deepen our understanding of the subject and guide future clinical applications.
Collapse
|
6
|
Marins TF, Russo M, Rodrigues EC, Monteiro M, Moll J, Felix D, Bouzas J, Arcanjo H, Vargas CD, Tovar‐Moll F. Reorganization of thalamocortical connections in congenitally blind humans. Hum Brain Mapp 2023; 44:2039-2049. [PMID: 36661404 PMCID: PMC9980890 DOI: 10.1002/hbm.26192] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 11/14/2022] [Accepted: 11/24/2022] [Indexed: 01/21/2023] Open
Abstract
Cross-modal plasticity in blind individuals has been reported over the past decades showing that nonvisual information is carried and processed by "visual" brain structures. However, despite multiple efforts, the structural underpinnings of cross-modal plasticity in congenitally blind individuals remain unclear. We mapped thalamocortical connectivity and assessed the integrity of white matter of 10 congenitally blind individuals and 10 sighted controls. We hypothesized an aberrant thalamocortical pattern of connectivity taking place in the absence of visual stimuli from birth as a potential mechanism of cross-modal plasticity. In addition to the impaired microstructure of visual white matter bundles, we observed structural connectivity changes between the thalamus and occipital and temporal cortices. Specifically, the thalamic territory dedicated to connections with the occipital cortex was smaller and displayed weaker connectivity in congenitally blind individuals, whereas those connecting with the temporal cortex showed greater volume and increased connectivity. The abnormal pattern of thalamocortical connectivity included the lateral and medial geniculate nuclei and the pulvinar nucleus. For the first time in humans, a remapping of structural thalamocortical connections involving both unimodal and multimodal thalamic nuclei has been demonstrated, shedding light on the possible mechanisms of cross-modal plasticity in humans. The present findings may help understand the functional adaptations commonly observed in congenitally blind individuals.
Collapse
Affiliation(s)
- Theo F. Marins
- D'Or Institute for Research and Education (IDOR)Rio de JaneiroBrazil,Post‐Graduation Program in Morphological Sciences (PCM) of the Institute of Biomedical Sciences (ICB)Federal University of Rio de Janeiro (UFRJ)Rio de JaneiroBrazil
| | - Maite Russo
- Institute of Biophysics Carlos Chagas Filho (IBCCF)Federal University of Rio de Janeiro (UFRJ)Rio de JaneiroBrazil
| | | | - Marina Monteiro
- D'Or Institute for Research and Education (IDOR)Rio de JaneiroBrazil
| | - Jorge Moll
- D'Or Institute for Research and Education (IDOR)Rio de JaneiroBrazil
| | - Daniel Felix
- D'Or Institute for Research and Education (IDOR)Rio de JaneiroBrazil
| | - Julia Bouzas
- D'Or Institute for Research and Education (IDOR)Rio de JaneiroBrazil
| | - Helena Arcanjo
- Centro de Oftalmologia EspecializadaRio de JaneiroBrazil
| | - Claudia D. Vargas
- Institute of Biophysics Carlos Chagas Filho (IBCCF)Federal University of Rio de Janeiro (UFRJ)Rio de JaneiroBrazil
| | - Fernanda Tovar‐Moll
- D'Or Institute for Research and Education (IDOR)Rio de JaneiroBrazil,Post‐Graduation Program in Morphological Sciences (PCM) of the Institute of Biomedical Sciences (ICB)Federal University of Rio de Janeiro (UFRJ)Rio de JaneiroBrazil
| |
Collapse
|
7
|
Velioglu HA, Ayyildiz B, Ayyildiz S, Sutcubasi B, Hanoglu L, Bayraktaroglu Z, Yulug B. A structural and resting-state functional connectivity investigation of the pulvinar in elderly individuals and Alzheimer's disease patients. Alzheimers Dement 2022. [PMID: 36576157 DOI: 10.1002/alz.12850] [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: 06/18/2022] [Revised: 09/23/2022] [Accepted: 10/05/2022] [Indexed: 12/29/2022]
Abstract
In Alzheimer's disease (AD), structural and functional changes in the brain may give rise to disruption of specific cognitive functions. The aim of this study is to investigate the functional connectivity alterations in the pulvinar's subdivisions and total pulvinar voxel-based morphometry (VBM) changes in individuals with AD and healthy controls. A seed-based functional connectivity analysis was applied to the anterior, inferior, lateral, and medial pulvinar in each hemisphere. Furthermore, VBM analysis was carried out to compare gray matter (GM) volume differences in the pulvinar and thalamus between the two groups. Connectivity analysis revealed that the pulvinar subdivisions had decreased connectivity in individuals with AD. In addition, the pulvinar and thalamus in each hemisphere were significantly smaller in the AD group. The pulvinar may have a role in AD-related cognitive impairments and the intrinsic connectivity network changes and GM loss in pulvinar subdivisions suggest the cognitive deterioration occurring in those with AD. HIGHLIGHTS: The pulvinar may play a role in pathophysiology of cognitive impairments in those with Alzheimer's disease (AD). Decreased structural volume and functional connectivity were found in patients with AD. The inferior pulvinar is functionally the most affected subdivision by AD compared to the others.
Collapse
Affiliation(s)
- Halil Aziz Velioglu
- Science for Life Laboratory, Department of Women's and Children's Health, Karolinska Institute, Stockholm, Sweden.,Functional Imaging and Cognitive-Affective Neuroscience Lab (fINCAN), Health Sciences and Technology Research Institute (SABITA), Regenerative and Restorative Medicine Research Center (REMER), Istanbul Medipol University, Istanbul, Turkey
| | - Behcet Ayyildiz
- Anatomy PhD Program, Graduate School of Health Sciences, Kocaeli University, Kocaeli, Turkey.,Department of Anatomy, School of Medicine, Istinye University, Istanbul, Turkey
| | - Sevilay Ayyildiz
- Anatomy PhD Program, Graduate School of Health Sciences, Kocaeli University, Kocaeli, Turkey.,Department of Anatomy, School of Medicine, Istinye University, Istanbul, Turkey
| | - Bernis Sutcubasi
- Department of Psychology, Faculty of Arts and Sciences, Acibadem University, Istanbul, Turkey
| | - Lutfu Hanoglu
- Functional Imaging and Cognitive-Affective Neuroscience Lab (fINCAN), Health Sciences and Technology Research Institute (SABITA), Regenerative and Restorative Medicine Research Center (REMER), Istanbul Medipol University, Istanbul, Turkey.,Department of Neurology, School of Medicine, Istanbul Medipol University, Istanbul, Turkey
| | - Zubeyir Bayraktaroglu
- Functional Imaging and Cognitive-Affective Neuroscience Lab (fINCAN), Health Sciences and Technology Research Institute (SABITA), Regenerative and Restorative Medicine Research Center (REMER), Istanbul Medipol University, Istanbul, Turkey.,Department of Physiology, Istanbul Medipol University, International School of Medicine, Istanbul, Turkey
| | - Burak Yulug
- Alanya Alaaddin Keykubat University, School of Medicine, Alanya/Antalya, Turkey
| |
Collapse
|
8
|
Basile GA, Bertino S, Bramanti A, Ciurleo R, Anastasi GP, Milardi D, Cacciola A. In Vivo Super-Resolution Track-Density Imaging for Thalamic Nuclei Identification. Cereb Cortex 2021; 31:5613-5636. [PMID: 34296740 DOI: 10.1093/cercor/bhab184] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 05/23/2021] [Accepted: 05/25/2021] [Indexed: 11/12/2022] Open
Abstract
The development of novel techniques for the in vivo, non-invasive visualization and identification of thalamic nuclei has represented a major challenge for human neuroimaging research in the last decades. Thalamic nuclei have important implications in various key aspects of brain physiology and many of them show selective alterations in various neurologic and psychiatric disorders. In addition, both surgical stimulation and ablation of specific thalamic nuclei have been proven to be useful for the treatment of different neuropsychiatric diseases. The present work aimed at describing a novel protocol for histologically guided delineation of thalamic nuclei based on short-tracks track-density imaging (stTDI), which is an advanced imaging technique exploiting high angular resolution diffusion tractography to obtain super-resolved white matter maps. We demonstrated that this approach can identify up to 13 distinct thalamic nuclei bilaterally with very high inter-subject (ICC: 0.996, 95% CI: 0.993-0.998) and inter-rater (ICC:0.981; 95% CI:0.963-0.989) reliability, and that both subject-based and group-level thalamic parcellation show a fair share of similarity to a recent standard-space histological thalamic atlas. Finally, we showed that stTDI-derived thalamic maps can be successfully employed to study structural and functional connectivity of the thalamus and may have potential implications both for basic and translational research, as well as for presurgical planning purposes.
Collapse
Affiliation(s)
- Gianpaolo Antonio Basile
- Brain Mapping Lab, Department of Biomedical, Dental Sciences and Morphological and Functional Images, University of Messina, 98124 Messina, Italy
| | - Salvatore Bertino
- Brain Mapping Lab, Department of Biomedical, Dental Sciences and Morphological and Functional Images, University of Messina, 98124 Messina, Italy
| | - Alessia Bramanti
- Department of Medicine, Surgery and Dentistry "Medical School of Salerno", University of Salerno, 84084 Baronissi, Italy
| | - Rosella Ciurleo
- IRCCS Centro Neurolesi "Bonino Pulejo", 98124 Messina, Italy
| | - Giuseppe Pio Anastasi
- Brain Mapping Lab, Department of Biomedical, Dental Sciences and Morphological and Functional Images, University of Messina, 98124 Messina, Italy
| | - Demetrio Milardi
- Brain Mapping Lab, Department of Biomedical, Dental Sciences and Morphological and Functional Images, University of Messina, 98124 Messina, Italy
| | - Alberto Cacciola
- Brain Mapping Lab, Department of Biomedical, Dental Sciences and Morphological and Functional Images, University of Messina, 98124 Messina, Italy
| |
Collapse
|
9
|
de Souza BOF, Cortes N, Casanova C. Pulvinar Modulates Contrast Responses in the Visual Cortex as a Function of Cortical Hierarchy. Cereb Cortex 2021; 30:1068-1086. [PMID: 31408095 PMCID: PMC7132966 DOI: 10.1093/cercor/bhz149] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Revised: 05/26/2019] [Accepted: 06/14/2019] [Indexed: 12/12/2022] Open
Abstract
The pulvinar is the largest extrageniculate visual nucleus in mammals. Given its extensive reciprocal connectivity with the visual cortex, it allows the cortico-thalamocortical transfer of visual information. Nonetheless, knowledge of the nature of the pulvinar inputs to the cortex remains elusive. We investigated the impact of silencing the pulvinar on the contrast response function of neurons in 2 distinct hierarchical cortical areas in the cat (areas 17 and 21a). Pulvinar inactivation altered the response gain in both areas, but with larger changes observed in area 21a. A theoretical model was proposed, simulating the pulvinar contribution to cortical contrast responses by modifying the excitation-inhibition balanced state of neurons across the cortical hierarchy. Our experimental and theoretical data showed that the pulvinar exerts a greater modulatory influence on neuronal activity in area 21a than in the primary visual cortex, indicating that the pulvinar impact on cortical visual neurons varies along the cortical hierarchy.
Collapse
Affiliation(s)
| | - Nelson Cortes
- School of Optometry, Université de Montréal, Quebec, CP 6128 Canada
| | | |
Collapse
|
10
|
Gilardeau S, Cirillo R, Jazayeri M, Dupuis C, Wirth S, Duhamel JR. Two functions of the primate amygdala in social gaze. Neuropsychologia 2021; 157:107881. [PMID: 33961862 DOI: 10.1016/j.neuropsychologia.2021.107881] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 12/07/2020] [Accepted: 04/26/2021] [Indexed: 11/29/2022]
Abstract
Appropriate gaze interaction is essential for primate social life. Prior studies have suggested the involvement of the amygdala in processing eye cues but its role in gaze behavior during live social exchanges remains unknown. We recorded the activity of neurons in the amygdala of two monkeys as they engaged in spontaneous visual interactions. We showed that monkeys adjust their oculomotor behavior and actively seek to interact with each other through mutual gaze. During fixations on the eye region, some amygdala neurons responded with short latency and more strongly to mutual than non-reciprocal gaze (averted gaze). Other neurons responded with long latency and were more strongly modulated by active, self-terminated mutual gaze fixations than by passively terminated ones. These results suggest that the amygdala not only participates to the evaluation of eye contact, but also plays a role in the timing of fixations which is crucial for adaptive social interactions through gaze.
Collapse
Affiliation(s)
- Sophie Gilardeau
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Rossella Cirillo
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Mina Jazayeri
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Chloé Dupuis
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Sylvia Wirth
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France
| | - Jean-René Duhamel
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5229, 67 Boulevard Pinel, 69675, Bron Cedex, France.
| |
Collapse
|
11
|
Kizawa R, Sato T, Umehara T, Komatsu T, Omoto S, Iguchi Y. [A case of epileptic seizure that required differentiation from hyper-acute ischemic stroke: usefulness of comparing DWI and FLAIR]. Rinsho Shinkeigaku 2021; 61:166-171. [PMID: 33627578 DOI: 10.5692/clinicalneurol.cn-001496] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
A 60-year-old man developed aphasia and transient right upper limb paresis in the presence of chronic subdural hematoma and was transferred to our hospital at an early stage. Cranial MRI within an hour after onset showed diffusion-weighted image (DWI) hyperintensity in the left parietal, temporal, and insular cortex and the pulvinar, and decreased apparent diffusion coefficient (ADC) in the left parietal cortex and pulvinar, suggesting a differential diagnosis of hyper-acute ischemic stroke. However, the distribution and timing of the MRI abnormalities were considered to be atypical for hyper-acute ischemic stroke. The area with both DWI hyperintensity and decreased ADC included the cerebral cortex adjacent to the hematoma and the ipsilateral pulvinar, and fluid-attenuated inversion recovery (FLAIR) hyperintensity co-existed with DWI hyperintensity within only an hour from onset. Furthermore, FLAIR images showed infiltration of the hematoma content into the subarachnoid space, which might have triggered the attack. These findings collectively led us to diagnose an epileptic seizure. The present case suggests that the distribution and timing of MRI abnormalities are essential to differentiate epileptic seizures from hyper-acute ischemic stroke.
Collapse
Affiliation(s)
| | - Takeo Sato
- Department of Neurology, The Jikei University School of Medicine
| | - Tadashi Umehara
- Department of Neurology, The Jikei University School of Medicine
| | - Teppei Komatsu
- Department of Neurology, The Jikei University School of Medicine
| | - Shusaku Omoto
- Department of Neurology, The Jikei University School of Medicine
| | - Yasuyuki Iguchi
- Department of Neurology, The Jikei University School of Medicine
| |
Collapse
|
12
|
A multisensory perspective onto primate pulvinar functions. Neurosci Biobehav Rev 2021; 125:231-243. [PMID: 33662442 DOI: 10.1016/j.neubiorev.2021.02.043] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 02/18/2021] [Accepted: 02/25/2021] [Indexed: 02/08/2023]
Abstract
Perception in ambiguous environments relies on the combination of sensory information from various sources. Most associative and primary sensory cortical areas are involved in this multisensory active integration process. As a result, the entire cortex appears as heavily multisensory. In this review, we focus on the contribution of the pulvinar to multisensory integration. This subcortical thalamic nucleus plays a central role in visual detection and selection at a fast time scale, as well as in the regulation of visual processes, at a much slower time scale. However, the pulvinar is also densely connected to cortical areas involved in multisensory integration. In spite of this, little is known about its multisensory properties and its contribution to multisensory perception. Here, we review the anatomical and functional organization of multisensory input to the pulvinar. We describe how visual, auditory, somatosensory, pain, proprioceptive and olfactory projections are differentially organized across the main subdivisions of the pulvinar and we show that topography is central to the organization of this complex nucleus. We propose that the pulvinar combines multiple sources of sensory information to enhance fast responses to the environment, while also playing the role of a general regulation hub for adaptive and flexible cognition.
Collapse
|
13
|
de Souza BOF, Frigon ÉM, Tremblay-Laliberté R, Casanova C, Boire D. Laminar distribution of cortical projection neurons to the pulvinar: A comparative study in cats and mice. J Comp Neurol 2020; 529:2055-2069. [PMID: 33226127 DOI: 10.1002/cne.25072] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 11/04/2020] [Accepted: 11/12/2020] [Indexed: 01/19/2023]
Abstract
The cortical processing of visual information is thought to follow a hierarchical framework. This framework of connections between visual areas is based on the laminar patterns of direct feedforward and feedback cortico-cortical projections. However, this view ignores the cortico-thalamo-cortical projections to the pulvinar nucleus in the thalamus, which provides an alternative transthalamic information transfer between cortical areas. It was proposed that corticothalamic (CT) pathways follow a similar hierarchical pattern as cortico-cortical connections. Two main types of CT projections have been recognized: drivers and modulators. Drivers originate mainly in Layer 5 whereas modulators are from Layer 6. Little is known about the laminar distribution of these projections to the pulvinar across visual cortical areas. Here, we analyzed the distribution of CT neurons projecting to the lateral posterior (LP) thalamus in two species: cats and mice. Injections of the retrograde tracer fragment B of cholera toxin (CTb) were performed in the LP. The morphology and cortical laminar distribution of CTb-labeled neurons was assessed. In cats, neurons were mostly found in Layer 6 except in Area 17, where they were mostly in Layer 5. In contrast, CT neurons in mice were mostly located in Layer 6 across all areas. Thus, our results demonstrate that CT projections in mice do not follow the same organization as cats suggesting that the transthalamic pathways play distinct roles in these species.
Collapse
Affiliation(s)
| | - Éve-Marie Frigon
- Département d'Anatomie, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada
| | | | | | - Denis Boire
- Département d'Anatomie, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada.,École d'Optométrie, Université de Montréal, Montréal, Québec, Canada
| |
Collapse
|
14
|
Guedj C, Vuilleumier P. Functional connectivity fingerprints of the human pulvinar: Decoding its role in cognition. Neuroimage 2020; 221:117162. [PMID: 32659353 DOI: 10.1016/j.neuroimage.2020.117162] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 06/10/2020] [Accepted: 07/08/2020] [Indexed: 01/17/2023] Open
Abstract
The pulvinar is the largest thalamic nucleus in the brain and considered as a key structure in sensory processing and attention. Although its anatomy is well known, in particular thanks to studies in non-human primates, its role in perception and cognition remains poorly understood. Here, we used resting-state functional connectivity from a large sample of high-resolution data provided by the Human Connectome Project, combined with a large-scale meta-analysis approach to segregate and characterize the functional organization of the pulvinar nucleus. We identified five clusters per pulvinar with distinct connectivity profiles and determined their respective co-activation patterns. Using the Neurosynth database, we then investigated the functional significance of these co-activation networks. Our results confirm the functional heterogeneity of the pulvinar, revealing clearcut differences across clusters in terms of their connectivity patterns and associated cognitive domains. While the anterior and lateral clusters appear to be involved in action and attention domains, the ventromedial and dorsomedial clusters may preferentially subserve emotional processes and saliency detection. In contrast, the inferior cluster shows less specificity but correlates with perception and memory processes. Collectively, our results suggest that the pulvinar underwrites different components of cognition, supporting a central role in the coordination of cortico-subcortical processes mediated by distributed brain networks.
Collapse
Affiliation(s)
- Carole Guedj
- Neuroscience Department, Laboratory for Behavioral Neurology and Imaging of Cognition, University Medical School of Geneva, Campus BIOTECH H8, 9 Chemin des Mines, 1202, Geneva, Switzerland.
| | - Patrik Vuilleumier
- Neuroscience Department, Laboratory for Behavioral Neurology and Imaging of Cognition, University Medical School of Geneva, Campus BIOTECH H8, 9 Chemin des Mines, 1202, Geneva, Switzerland
| |
Collapse
|
15
|
McTeague LM, Rosenberg BM, Lopez JW, Carreon DM, Huemer J, Jiang Y, Chick CF, Eickhoff SB, Etkin A. Identification of Common Neural Circuit Disruptions in Emotional Processing Across Psychiatric Disorders. Am J Psychiatry 2020; 177:411-421. [PMID: 31964160 PMCID: PMC7280468 DOI: 10.1176/appi.ajp.2019.18111271] [Citation(s) in RCA: 164] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE Disrupted emotional processing is a common feature of many psychiatric disorders. The authors investigated functional disruptions in neural circuitry underlying emotional processing across a range of tasks and across psychiatric disorders through a transdiagnostic quantitative meta-analysis of published neuroimaging data. METHODS A PubMed search was conducted for whole-brain functional neuroimaging findings published through May 2018 that compared activation during emotional processing tasks in patients with psychiatric disorders (including schizophrenia, bipolar or unipolar depression, anxiety, and substance use) to matched healthy control participants. Activation likelihood estimation (ALE) meta-analyses were conducted on peak voxel coordinates to identify spatial convergence. RESULTS The 298 experiments submitted to meta-analysis included 5,427 patients and 5,491 control participants. ALE across diagnoses and patterns of patient hyper- and hyporeactivity demonstrated abnormal activation in the amygdala, the hippocampal/parahippocampal gyri, the dorsomedial/pulvinar nuclei of the thalamus, and the fusiform gyri, as well as the medial and lateral dorsal and ventral prefrontal regions. ALE across disorders but considering directionality demonstrated patient hyperactivation in the amygdala and the hippocampal/parahippocampal gyri. Hypoactivation was found in the medial and lateral prefrontal regions, most pronounced during processing of unpleasant stimuli. More refined disorder-specific analyses suggested that these overall patterns were shared to varying degrees, with notable differences in patterns of hyper- and hypoactivation. CONCLUSIONS These findings demonstrate a pattern of neurocircuit disruption across major psychiatric disorders in regions and networks key to adaptive emotional reactivity and regulation. More specifically, disruption corresponded prominently to the "salience" network, the ventral striatal/ventromedial prefrontal "reward" network, and the lateral orbitofrontal "nonreward" network. Consistent with the Research Domain Criteria initiative, these findings suggest that psychiatric illness may be productively formulated as dysfunction in transdiagnostic neurobehavioral phenotypes such as neurocircuit activation.
Collapse
Affiliation(s)
- Lisa M McTeague
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| | - Benjamin M Rosenberg
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| | - James W Lopez
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| | - David M Carreon
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| | - Julia Huemer
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| | - Ying Jiang
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| | - Christina F Chick
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| | - Simon B Eickhoff
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| | - Amit Etkin
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston (McTeague, Lopez); Department of Psychology, University of California, Los Angeles (Rosenberg); Department of Psychiatry and Behavioral Sciences and Wu Tsai Neurosciences Institute, Stanford University, Stanford, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); Veterans Affairs Palo Alto Health Care System and the Sierra Pacific Mental Illness Research, Education, and Clinical Center, Palo Alto, Calif. (Carreon, Huemer, Jiang, Chick, Etkin); and Medical University of Vienna, Vienna, Institute for Neuroscience and Medicine (Brain and Behavior, INM-7), Research Center Jülich, Jülich, Germany, and Institute for Systems Neuroscience, School of Medicine, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany (Eickhoff)
| |
Collapse
|
16
|
Georgy L, Lewis JD, Bezgin G, Diano M, Celeghin A, Evans AC, Tamietto M, Ptito A. Changes in peri-calcarine cortical thickness in blindsight. Neuropsychologia 2020; 143:107463. [PMID: 32275967 PMCID: PMC7322521 DOI: 10.1016/j.neuropsychologia.2020.107463] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Revised: 03/09/2020] [Accepted: 04/02/2020] [Indexed: 11/24/2022]
Abstract
Blindsight is the ability of patients with primary visual cortex (V1) damage to process information in their clinically blind visual field in the absence of conscious awareness. In addition to those with localized V1 lesions, some patients exhibiting this phenomenon have had a cerebral hemisphere removed or disconnected from the rest of the brain for the treatment of drug-resistant epilepsy (hemispherectomy). Research into the underlying neural substrates of blindsight has long implicated the intact visual cortex in maintaining residual vision and supporting visuo-guided responses to stimuli presented ipsilaterally within the blind visual field while operating outside the geniculo-striate pathway. A recent study demonstrated functional reorganization in the dorsal visual areas of the intact hemisphere, thereby supporting its compensatory role in non-conscious vision. In this study, we used cortical thickness analysis to examine anatomical differences in the visual cortex of the intact hemisphere of three subjects with varying degrees of cortical damage and well documented blindsight: two with a right hemispherectomy (complete and partial), and one with a left V1 lesion. T1-weighted MRI data were obtained for the subjects while control data were chosen from publicly available NKI-dataset to match closely the acquisition parameters of our blindsight cases. Our results show significant increases in cortical thickness in the visual cortex of all blindsight subjects compared to healthy controls, irrespective of age-onset, etiology, and extent of the damage. Our findings add to accumulating evidence from behavioral, functional imaging, and tractography studies of cerebral compensation and reorganization. Examined anatomical changes in the intact visual cortex of rare blindsight patients. First comparison of hemispherectomy and lesion patients to a large control sample. Blindsight subjects show significant increases in peri-calcarine cortical thickness. Similar changes observed despite differences in etiology and age at time of lesion. Increases are possible morphological signs of compensation underlying blindsight.
Collapse
Affiliation(s)
- Loraine Georgy
- Montreal Neurological Institute, McGill University, Montreal, Canada.
| | - John D Lewis
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Gleb Bezgin
- Montreal Neurological Institute, McGill University, Montreal, Canada; McGill Centre for Studies in Aging, Douglas Institute, McGill University, Montreal, Canada
| | - Matteo Diano
- Department of Psychology, University of Torino, Torino, Italy
| | | | - Alan C Evans
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Marco Tamietto
- Department of Psychology, University of Torino, Torino, Italy; Center of Research on Psychology in Somatic Diseases - CoRPS - Tilburg University, the Netherlands
| | - Alain Ptito
- Montreal Neurological Institute, McGill University, Montreal, Canada; Department of Psychology, McGill University Health Centre, Montreal, Canada
| |
Collapse
|
17
|
Greene DJ, Marek S, Gordon EM, Siegel JS, Gratton C, Laumann TO, Gilmore AW, Berg JJ, Nguyen AL, Dierker D, Van AN, Ortega M, Newbold DJ, Hampton JM, Nielsen AN, McDermott KB, Roland JL, Norris SA, Nelson SM, Snyder AZ, Schlaggar BL, Petersen SE, Dosenbach NUF. Integrative and Network-Specific Connectivity of the Basal Ganglia and Thalamus Defined in Individuals. Neuron 2020; 105:742-758.e6. [PMID: 31836321 PMCID: PMC7035165 DOI: 10.1016/j.neuron.2019.11.012] [Citation(s) in RCA: 121] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 08/28/2019] [Accepted: 11/07/2019] [Indexed: 10/25/2022]
Abstract
The basal ganglia, thalamus, and cerebral cortex form an interconnected network implicated in many neurological and psychiatric illnesses. A better understanding of cortico-subcortical circuits in individuals will aid in development of personalized treatments. Using precision functional mapping-individual-specific analysis of highly sampled human participants-we investigated individual-specific functional connectivity between subcortical structures and cortical functional networks. This approach revealed distinct subcortical zones of network specificity and multi-network integration. Integration zones were systematic, with convergence of cingulo-opercular control and somatomotor networks in the ventral intermediate thalamus (motor integration zones), dorsal attention and visual networks in the pulvinar, and default mode and multiple control networks in the caudate nucleus. The motor integration zones were present in every individual and correspond to consistently successful sites of deep brain stimulation (DBS; essential tremor). Individually variable subcortical zones correspond to DBS sites with less consistent treatment effects, highlighting the importance of PFM for neurosurgery, neurology, and psychiatry.
Collapse
Affiliation(s)
- Deanna J Greene
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.
| | - Scott Marek
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA.
| | - Evan M Gordon
- VISN17 Center of Excellence for Research on Returning War Veterans, Waco, TX, USA; Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA; Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
| | - Joshua S Siegel
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Caterina Gratton
- Department of Psychology, Northwestern University, Evanston, IL, USA; Department of Neurology, Northwestern University, Evanston, IL, USA
| | - Timothy O Laumann
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Adrian W Gilmore
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Jeffrey J Berg
- Department of Psychology, New York University, New York, NY, USA
| | - Annie L Nguyen
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Donna Dierker
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Andrew N Van
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Mario Ortega
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Dillan J Newbold
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Jacqueline M Hampton
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Ashley N Nielsen
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, USA
| | - Kathleen B McDermott
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA; Department of Psychological and Brain Sciences, Washington University, St. Louis, MO, USA
| | - Jarod L Roland
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Scott A Norris
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Steven M Nelson
- VISN17 Center of Excellence for Research on Returning War Veterans, Waco, TX, USA; Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA; Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
| | - Abraham Z Snyder
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Bradley L Schlaggar
- Kennedy Krieger Institute, Baltimore, MD, USA; Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Steven E Petersen
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA; Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA; Department of Biomedical Engineering, Washington University, St. Louis, MO, USA
| | - Nico U F Dosenbach
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA; Department of Biomedical Engineering, Washington University, St. Louis, MO, USA; Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA; Program in Occupational Therapy, Washington University, St. Louis, MO, USA.
| |
Collapse
|
18
|
Bagarinao E, Watanabe H, Maesawa S, Mori D, Hara K, Kawabata K, Yoneyama N, Ohdake R, Imai K, Masuda M, Yokoi T, Ogura A, Taoka T, Koyama S, Tanabe HC, Katsuno M, Wakabayashi T, Kuzuya M, Ozaki N, Hoshiyama M, Isoda H, Naganawa S, Sobue G. Reorganization of brain networks and its association with general cognitive performance over the adult lifespan. Sci Rep 2019; 9:11352. [PMID: 31388057 PMCID: PMC6684569 DOI: 10.1038/s41598-019-47922-x] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 06/17/2019] [Indexed: 12/13/2022] Open
Abstract
Healthy aging is associated with structural and functional changes in the brain even in individuals who are free of neurodegenerative diseases. Using resting state functional magnetic resonance imaging data from a carefully selected cohort of participants, we examined cross sectional changes in the functional organization of several large-scale brain networks over the adult lifespan and its potential association with general cognitive performance. Converging results from multiple analyses at the voxel, node, and network levels showed widespread reorganization of functional brain networks with increasing age. Specifically, the primary processing (visual and sensorimotor) and visuospatial (dorsal attention) networks showed diminished network integrity, while the so-called core neurocognitive (executive control, salience, and default mode) and basal ganglia networks exhibited relatively preserved between-network connections. The visuospatial and precuneus networks also showed significantly more widespread increased connectivity with other networks. Graph analysis suggested that this reorganization progressed towards a more integrated network topology. General cognitive performance, assessed by Addenbrooke's Cognitive Examination-Revised total score, was positively correlated with between-network connectivity among the core neurocognitive and basal ganglia networks and the integrity of the primary processing and visuospatial networks. Mediation analyses further indicated that the observed association between aging and relative decline in cognitive performance could be mediated by changes in relevant functional connectivity measures. Overall, these findings provided further evidence supporting widespread age-related brain network reorganization and its potential association with general cognitive performance during healthy aging.
Collapse
Affiliation(s)
| | - Hirohisa Watanabe
- Brain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan.
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan.
- Department of Neurology, Fujita Health University School of Medicine, Toyoake, Aichi, Japan.
| | - Satoshi Maesawa
- Brain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan
- Department of Neurosurgery, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Daisuke Mori
- Brain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan
| | - Kazuhiro Hara
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Kazuya Kawabata
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Noritaka Yoneyama
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Reiko Ohdake
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Kazunori Imai
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Michihito Masuda
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Takamasa Yokoi
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Aya Ogura
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Toshiaki Taoka
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Shuji Koyama
- Brain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan
| | - Hiroki C Tanabe
- Department of Cognitive and Psychological Sciences, Graduate School of Informatics, Nagoya University, Nagoya, Aichi, Japan
| | - Masahisa Katsuno
- Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Toshihiko Wakabayashi
- Department of Neurosurgery, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Masafumi Kuzuya
- Department of Community Healthcare and Geriatrics, Nagoya University Graduate School of Medicine and Institutes of Innovation for Future Society, Nagoya University, Nagoya, Aichi, Japan
| | - Norio Ozaki
- Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Minoru Hoshiyama
- Brain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan
| | - Haruo Isoda
- Brain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan
| | - Shinji Naganawa
- Brain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Gen Sobue
- Brain and Mind Research Center, Nagoya University, Nagoya, Aichi, Japan.
| |
Collapse
|
19
|
Neuronal mechanisms of motion detection underlying blindsight assessed by functional magnetic resonance imaging (fMRI). Neuropsychologia 2019; 128:187-197. [PMID: 30825453 DOI: 10.1016/j.neuropsychologia.2019.02.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 02/15/2019] [Accepted: 02/19/2019] [Indexed: 12/27/2022]
Abstract
Brain imaging offers a valuable tool to observe functional brain plasticity by showing how sensory inputs reshape cortical activations after a visual impairment. Following a unilateral post-chiasmatic lesion affecting the visual cortex, patients may suffer a contralateral visual loss referred to homonymous hemianopia. Nevertheless, these patients preserve the ability to unconsciously detect, localize and discriminate visual stimuli presented in their impaired visual field. To investigate this paradox, known as blindsight, we conducted a study using functional magnetic resonance imaging (fMRI) to evaluate the structural and functional impact of such lesion in a 33-year old patient (ML), who suffers a complete right hemianopia without macular sparing and showing strong evidences of blindsight. We thus performed whole brain and sliced thalamic fMRI scan sequences during an event-related motion detection task. We provided evidence of the neuronal fingerprint of blindsight by acquiring and associating neural correlates, specific structures and functional networks of the midbrain during blindsight performances which may help to better understand this condition. Accurate performance demonstrated the presence of residual vision and the ability to unconsciously perceive motion presented in the blind hemifield, although her reaction time was significantly higher in her blind-field. When the normal hemifield was stimulated, we observed significant contralateral activations in primary and secondary visual areas as well as motion specific areas, such as the supramarginal gyrus and middle temporal area. We also demonstrated sub-thalamic activations within the superior colliculi (SC) and the pulvinar. These results suggest a role of secondary subcortical structures in normal spontaneous motion detection. In a similar way, when the lesioned hemifield was stimulated, we observed contralateral activity in extrastriate areas with no activation of the primary lesioned visual cortex. Moreover, we observed activations within the SC when the blind hemifield was stimulated. However, we observed unexpected ipsilateral activations within the same motion specific areas, as well as bilateral frontal activations. These results highlight the importance of abnormal secondary pathways bypassing the primary visual area (V1) in residual vision. This reorganization in the structure and function of the visual pathways correlates with behavioral changes, thus offering a plausible explanation for the blindsight phenomenon. Our results may potentially impact the development of rehabilitation strategies to target subcortical pathways.
Collapse
|
20
|
Organizing principles of pulvino-cortical functional coupling in humans. Nat Commun 2018; 9:5382. [PMID: 30568159 PMCID: PMC6300667 DOI: 10.1038/s41467-018-07725-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 11/16/2018] [Indexed: 11/08/2022] Open
Abstract
The pulvinar influences communication between cortical areas. We use fMRI to characterize the functional organization of the human pulvinar and its coupling with cortex. The ventral pulvinar is sensitive to spatial position and moment-to-moment transitions in visual statistics, but also differentiates visual categories such as faces and scenes. The dorsal pulvinar is modulated by spatial attention and is sensitive to the temporal structure of visual input. Cortical areas are functionally coupled with discrete pulvinar regions. The spatial organization of this coupling reflects the functional specializations and anatomical distances between cortical areas. The ventral pulvinar is functionally coupled with occipital-temporal cortices. The dorsal pulvinar is functionally coupled with frontal, parietal, and cingulate cortices, including the attention, default mode, and human-specific tool networks. These differences mirror the principles governing cortical organization of dorsal and ventral cortical visual streams. These results provide a functional framework for how the pulvinar facilitates and regulates cortical processing. The pulvinar is involved in vision and attention, but its interactions with other brain regions are little-studied. Here, using fMRI the authors show that the human pulvinar has widespread functional coupling with cortical areas that reflects its intrinsic organization and the topographic layout of cortex.
Collapse
|
21
|
Hertrich I, Dietrich S, Ackermann H. Cortical phase locking to accelerated speech in blind and sighted listeners prior to and after training. BRAIN AND LANGUAGE 2018; 185:19-29. [PMID: 30025355 DOI: 10.1016/j.bandl.2018.07.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Revised: 07/06/2018] [Accepted: 07/06/2018] [Indexed: 06/08/2023]
Abstract
Cross-correlation of magnetoencephalography (MEG) with time courses derived from the speech signal has shown differences in phase-locking between blind subjects able to comprehend accelerated speech and sighted controls. The present training study contributes to disentangle the effects of blindness and training. Both subject groups (baseline: n = 16 blind, 13 sighted; trained: 10 blind, 3 sighted) were able to enhance speech comprehension up to ca. 18 syllables per second. MEG responses phase-locked to syllable onsets were captured in five pre-defined source locations comprising left and right auditory cortex (A1), right visual cortex (V1), left inferior frontal gyrus (IFG) and left pre-supplementary motor area. Phase locking in A1 was consistently increased while V1 showed opposite training effects in blind and sighted subjects. Also the IFG showed some group differences indicating enhanced top-down strategies in sighted subjects while blind subjects may have a more fine-grained bottom-up resolution for accelerated speech.
Collapse
Affiliation(s)
- Ingo Hertrich
- Department of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Germany.
| | - Susanne Dietrich
- Department of Psychology, Evolutionary Cognition (Cognitive Sciences), University of Tübingen, Germany
| | - Hermann Ackermann
- Department of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Germany
| |
Collapse
|
22
|
Ajina S, Bridge H. Blindsight relies on a functional connection between hMT+ and the lateral geniculate nucleus, not the pulvinar. PLoS Biol 2018; 16:e2005769. [PMID: 30044775 PMCID: PMC6078309 DOI: 10.1371/journal.pbio.2005769] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Revised: 08/06/2018] [Accepted: 07/09/2018] [Indexed: 12/23/2022] Open
Abstract
When the primary visual cortex (V1) is damaged, the principal visual pathway is lost, causing a loss of vision in the opposite visual field. While conscious vision is impaired, patients can still respond to certain images; this is known as 'blindsight'. Recently, a direct anatomical connection between the lateral geniculate nucleus (LGN) and human motion area hMT+ has been implicated in blindsight. However, a functional connection between these structures has not been demonstrated. We quantified functional MRI responses to motion in 14 patients with unilateral V1 damage (with and without blindsight). Patients with blindsight showed significant activity and a preserved sensitivity to speed in motion area hMT+, which was absent in patients without blindsight. We then compared functional connectivity between motion area hMT+ and a number of structures implicated in blindsight, including the ventral pulvinar. Only patients with blindsight showed an intact functional connection with the LGN but not the other structures, supporting a specific functional role for the LGN in blindsight.
Collapse
Affiliation(s)
- Sara Ajina
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Holly Bridge
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| |
Collapse
|
23
|
Functional reorganization of population receptive fields in a hemispherectomy patient with blindsight. Neuropsychologia 2018; 128:198-203. [PMID: 29969591 DOI: 10.1016/j.neuropsychologia.2018.06.026] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Revised: 05/27/2018] [Accepted: 06/29/2018] [Indexed: 01/15/2023]
Abstract
Blindsight refers to the ability of some patients with destruction of the primary visual cortex (V1) to respond to stimuli presented in their clinically blind visual field despite lack of visual awareness. Here we tested a rare and well-known patient with blindsight following hemispherectomy, DR, who has had the entire cortex in the right hemisphere removed, and in whom the right superior colliculus is the only post-chiasmatic visual structure remaining intact. Compared to more traditional cases of blindsight after damage confined to V1, the study of blindsight in hemispherectomy has offered the invaluable opportunity to examine directly two outstanding questions: the contribution of the intact hemisphere to visual processing without awareness, and the nature of plastic and compensatory changes in these remaining contralesional visual areas. Population receptive field (pRF) mapping was used to define retinotopic maps, delineate the boundaries between the visual areas, examine changes in the sizes of receptive field centres within each visual area, and their variability as a function of eccentricity. Aside from the dorsal visual areas showing blurred borders between V2d and V3d, not otherwise detected with perimetric mapping, the retinotopic maps of DR did not differ substantially from those of three matched healthy controls. Interestingly, those dorsal compartments showed a significant increase in the RF sizes toward values typical of higher-order processing cortices, while no differences were observed in the corresponding ventral visual areas. Findings showed that whereas receptive field sizes at foveal and parafoveal eccentricities (≤ 4°) were not measurably altered, the pRF size increased by ~ 270% at 4-6° of eccentricity, and the size difference reached ~ 300% between 8° and 10°. We interpret these findings to suggest that an increase in pRF sizes could be indicative of cerebral plasticity involving the retinotopic reorganization of the dorsal visual areas.
Collapse
|
24
|
Erskine D, Ding J, Thomas AJ, Kaganovich A, Khundakar AA, Hanson PS, Taylor JP, McKeith IG, Attems J, Cookson MR, Morris CM. Molecular changes in the absence of severe pathology in the pulvinar in dementia with Lewy bodies. Mov Disord 2018; 33:982-991. [PMID: 29570843 DOI: 10.1002/mds.27333] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 01/20/2018] [Accepted: 01/22/2018] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Dementia with Lewy bodies is characterized by transient clinical features, including fluctuating cognition and visual hallucinations, implicating dysfunction of cerebral hub regions, such as the pulvinar nuclei of the thalamus. However, the pulvinar is typically only mildly affected by Lewy body pathology in dementia with Lewy bodies, suggesting additional factors may account for its proposed dysfunction. METHODS We conducted a comprehensive analysis of postmortem pulvinar tissue using whole-transcriptome RNA sequencing, protein expression analysis, and histological evaluation. RESULTS We identified 321 transcripts as significantly different between dementia with Lewy bodies cases and neurologically normal controls, with gene ontology pathway analysis suggesting the enrichment of transcripts related to synapses and positive regulation of immune functioning. At the protein level, proteins related to synaptic efficiency were decreased, and general synaptic markers remained intact. Analysis of glial subpopulations revealed astrogliosis without activated microglia, which was associated with synaptic changes but not neurodegenerative pathology. DISCUSSION These results indicate that the pulvinar, a region with relatively low Lewy body pathological burden, manifests changes at the molecular level that differ from previous reports in a more severely affected region. We speculate that these alterations result from neurodegenerative changes in regions connected to the pulvinar and likely contribute to a variety of cognitive changes resulting from decreased cortical synchrony in dementia with Lewy bodies. © 2018 International Parkinson and Movement Disorder Society.
Collapse
Affiliation(s)
- Daniel Erskine
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| | - Jinhui Ding
- Laboratory of Neurogenetics, National Institutes of Health, Bethesda, Maryland, USA
| | - Alan J Thomas
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| | - Alice Kaganovich
- Laboratory of Neurogenetics, National Institutes of Health, Bethesda, Maryland, USA
| | - Ahmad A Khundakar
- School of Science, Engineering and Design, Teesside University, Middlesbrough, UK
| | - Peter S Hanson
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - John-Paul Taylor
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| | - Ian G McKeith
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| | - Johannes Attems
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| | - Mark R Cookson
- Laboratory of Neurogenetics, National Institutes of Health, Bethesda, Maryland, USA
| | - Christopher M Morris
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK.,Laboratory of Neurogenetics, National Institutes of Health, Bethesda, Maryland, USA
| |
Collapse
|
25
|
Tittgemeyer M, Rigoux L, Knösche TR. Cortical parcellation based on structural connectivity: A case for generative models. Neuroimage 2018; 173:592-603. [PMID: 29407457 DOI: 10.1016/j.neuroimage.2018.01.077] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Revised: 01/26/2018] [Accepted: 01/29/2018] [Indexed: 12/14/2022] Open
Abstract
One of the major challenges in systems neuroscience is to identify brain networks and unravel their significance for brain function -this has led to the concept of the 'connectome'. Connectomes are currently extensively studied in large-scale international efforts at multiple scales, and follow different definitions with respect to their connections as well as their elements. Perhaps the most promising avenue for defining the elements of connectomes originates from the notion that individual brain areas maintain distinct (long-range) connection profiles. These connectivity patterns determine the areas' functional properties and also allow for their anatomical delineation and mapping. This rationale has motivated the concept of connectivity-based cortex parcellation. In the past ten years, non-invasive mapping of human brain connectivity has led to immense advances in the development of parcellation techniques and their applications. Unfortunately, many of these approaches primarily aim for confirmation of well-known, existing architectonic maps and, to that end, unsuitably incorporate prior knowledge and frequently build on circular argumentation. Often, current approaches also tend to disregard the specific apertures of connectivity measurements, as well as the anatomical specificities of cortical areas, such as spatial compactness, regional heterogeneity, inter-subject variability, the multi-scaling nature of connectivity information, and potential hierarchical organisation. From a methodological perspective, however, a useful framework that regards all of these aspects in an unbiased way is technically demanding. In this commentary, we first outline the concept of connectivity-based cortex parcellation and discuss its prospects and limitations in particular with respect to structural connectivity. To improve reliability and efficiency, we then strongly advocate for connectivity-based cortex parcellation as a modelling approach; that is, an approximation of the data based on (model) parameter inference. As such, a parcellation algorithm can be formally tested for robustness -the precision of its predictions can be quantified and statistics about potential generalization of the results can be derived. Such a framework also allows the question of model constraints to be reformulated in terms of hypothesis testing through model selection and offers a formative way to integrate anatomical knowledge in terms of prior distributions.
Collapse
Affiliation(s)
| | - Lionel Rigoux
- Max-Planck-Institute for Metabolism Research, Cologne, Germany
| | - Thomas R Knösche
- Max-Planck-Institute for Cognitive and Brain Sciences, Leipzig, Germany
| |
Collapse
|
26
|
Alexander B, Laycock R, Crewther DP, Crewther SG. An fMRI-Neuronavigated Chronometric TMS Investigation of V5 and Intraparietal Cortex in Motion Driven Attention. Front Hum Neurosci 2018; 11:638. [PMID: 29354043 PMCID: PMC5758491 DOI: 10.3389/fnhum.2017.00638] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 12/15/2017] [Indexed: 11/13/2022] Open
Abstract
The timing of networked brain activity subserving motion driven attention in humans is currently unclear. Functional MRI (fMRI)-neuronavigated chronometric transcranial magnetic stimulation (TMS) was used to investigate critical times of parietal cortex involvement in motion driven attention. In particular, we were interested in the relative critical times for two intraparietal sulcus (IPS) sites in comparison to that previously identified for motion processing in area V5, and to explore potential earlier times of involvement. fMRI was used to individually localize V5 and middle and posterior intraparietal sulcus (mIPS; pIPS) areas active for a motion driven attention task, prior to TMS neuronavigation. Paired-pulse TMS was applied during performance of the same task at stimulus onset asynchronies (SOAs) ranging from 0 to 180 ms. There were no statistically significant decreases in performance accuracy for trials where TMS was applied to V5 at any SOA, though stimulation intensity was lower for this site than for the parietal sites. For TMS applied to mIPS, there was a trend toward a relative decrease in performance accuracy at the 150 ms SOA, as well as a relative increase at 180 ms. There was no statistically significant effect overall of TMS applied to pIPS, however, there appeared a potential trend toward a decrease in performance at the 0 ms SOA. Overall, these results provide some patterns of potential theoretical interest to follow up in future studies.
Collapse
Affiliation(s)
- Bonnie Alexander
- Murdoch Children's Research Institute, Parkville, VIC, Australia.,School of Psychology and Public Health, La Trobe University, Bundoora, VIC, Australia
| | - Robin Laycock
- School of Psychology and Public Health, La Trobe University, Bundoora, VIC, Australia.,School of Health and Biomedical Sciences, RMIT University, Melbourne, VIC, Australia
| | - David P Crewther
- School of Psychology and Public Health, La Trobe University, Bundoora, VIC, Australia.,Centre for Human Psychopharmacology, Swinburne University, Hawthorn, VIC, Australia
| | - Sheila G Crewther
- School of Psychology and Public Health, La Trobe University, Bundoora, VIC, Australia
| |
Collapse
|
27
|
Schenk S, Lech RK, Suchan B. Games people play: How video games improve probabilistic learning. Behav Brain Res 2017; 335:208-214. [PMID: 28842270 DOI: 10.1016/j.bbr.2017.08.027] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 05/30/2017] [Accepted: 08/17/2017] [Indexed: 11/19/2022]
Abstract
Recent research suggests that video game playing is associated with many cognitive benefits. However, little is known about the neural mechanisms mediating such effects, especially with regard to probabilistic categorization learning, which is a widely unexplored area in gaming research. Therefore, the present study aimed to investigate the neural correlates of probabilistic classification learning in video gamers in comparison to non-gamers. Subjects were scanned in a 3T magnetic resonance imaging (MRI) scanner while performing a modified version of the weather prediction task. Behavioral data yielded evidence for better categorization performance of video gamers, particularly under conditions characterized by stronger uncertainty. Furthermore, a post-experimental questionnaire showed that video gamers had acquired higher declarative knowledge about the card combinations and the related weather outcomes. Functional imaging data revealed for video gamers stronger activation clusters in the hippocampus, the precuneus, the cingulate gyrus and the middle temporal gyrus as well as in occipital visual areas and in areas related to attentional processes. All these areas are connected with each other and represent critical nodes for semantic memory, visual imagery and cognitive control. Apart from this, and in line with previous studies, both groups showed activation in brain areas that are related to attention and executive functions as well as in the basal ganglia and in memory-associated regions of the medial temporal lobe. These results suggest that playing video games might enhance the usage of declarative knowledge as well as hippocampal involvement and enhances overall learning performance during probabilistic learning. In contrast to non-gamers, video gamers showed better categorization performance, independently of the uncertainty of the condition.
Collapse
Affiliation(s)
- Sabrina Schenk
- Institute of Cognitive Neuroscience, Department of Neuropsychology, Ruhr University Bochum, Universitätsstraße 150, D-44780 Bochum, Germany.
| | - Robert K Lech
- Institute of Cognitive Neuroscience, Department of Neuropsychology, Ruhr University Bochum, Universitätsstraße 150, D-44780 Bochum, Germany
| | - Boris Suchan
- Institute of Cognitive Neuroscience, Department of Neuropsychology, Ruhr University Bochum, Universitätsstraße 150, D-44780 Bochum, Germany
| |
Collapse
|
28
|
Kuchcinski G, Munsch F, Lopes R, Bigourdan A, Su J, Sagnier S, Renou P, Pruvo JP, Rutt BK, Dousset V, Sibon I, Tourdias T. Thalamic alterations remote to infarct appear as focal iron accumulation and impact clinical outcome. Brain 2017; 140:1932-1946. [PMID: 28549087 DOI: 10.1093/brain/awx114] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Accepted: 03/28/2017] [Indexed: 11/12/2022] Open
Abstract
See Duering and Schmidt (doi:10.1093/awx135) for a scientific commentary on this article.Thalamic alterations have been observed in infarcts initially sparing the thalamus but interrupting thalamo-cortical or cortico-thalamic projections. We aimed at extending this knowledge by demonstrating with in vivo imaging sensitive to iron accumulation, one marker of neurodegeneration, that (i) secondary thalamic alterations are focally located in specific thalamic nuclei depending on the initial infarct location; and (ii) such secondary alterations can contribute independently to the long-term outcome. To tackle this issue, 172 patients with an infarct initially sparing the thalamus were prospectively evaluated clinically and with magnetic resonance imaging to quantify iron through R2* map at 24-72 h and at 1-year follow-up. An asymmetry index was used to compare R2* within the thalamus ipsilateral versus contralateral to infarct and we focused on the 95th percentile of R2* as a metric of high iron content. Spatial distribution within the thalamus was analysed on an average R2* map from the entire cohort. The asymmetry index of the 95th percentile within individual nuclei (medio-dorsal, pulvinar, lateral group) were compared according to the initial infarct location in simple and multiple regression analyses and using voxel-based lesion-symptom mapping. Associations between the asymmetry index of the 95th percentile and functional, cognitive and emotional outcome were calculated in multiple regression models. We showed that R2* was not modified at 24-72 h but showed heterogeneous increase at 1 year mainly within the medio-dorsal and pulvinar nuclei. The asymmetry index of the 95th percentile within the medio-dorsal nucleus was significantly associated with infarcts involving anterior areas (frontal P = 0.05, temporal P = 0.02, lenticular P = 0.01) while the asymmetry index of the 95th percentile within the pulvinar nucleus was significantly associated with infarcts involving posterior areas (parietal P = 0.046, temporal P < 0.001) independently of age, gender and infarct volume, which was confirmed by voxel-based lesion-symptom mapping. The asymmetry index of the 95th percentile within the entire thalamus at 1 year was independently associated with poor functional outcome (P = 0.04), poor cognitive outcome (P = 0.03), post-stroke anxiety (P = 0.04) and post-stroke depression (P = 0.02). We have therefore identified that iron accumulates within the thalamus ipsilateral to infarct after a delay with a focal distribution that is strongly linked to the initial infarct location (in relation with the pattern of connectivity between thalamic nuclei and cortical areas or deep nuclei), which independently contributes to functional, cognitive and emotional outcome.
Collapse
Affiliation(s)
- Grégory Kuchcinski
- University of Lille, CHU Lille, Department of Neuroradiology, F-5900 Lille, France
| | - Fanny Munsch
- University of Bordeaux, CHU de Bordeaux, Neuroimagerie Diagnostique et Thérapeutique, F-33076 Bordeaux, France.,INSERM, U1215, Neurocentre Magendie, F-33076 Bordeaux, France
| | - Renaud Lopes
- University of Lille, CHU Lille, Department of Neuroradiology, F-5900 Lille, France
| | - Antoine Bigourdan
- University of Bordeaux, CHU de Bordeaux, Neuroimagerie Diagnostique et Thérapeutique, F-33076 Bordeaux, France
| | - Jason Su
- Richard M. Lucas Center for Imaging, Radiology Department, Stanford University, Stanford, CA 94305-5488, USA
| | - Sharmila Sagnier
- University of Bordeaux, CHU de Bordeaux, Unité neurovasculaire, F-33076 Bordeaux, France
| | - Pauline Renou
- University of Bordeaux, CHU de Bordeaux, Unité neurovasculaire, F-33076 Bordeaux, France
| | - Jean-Pierre Pruvo
- University of Lille, CHU Lille, Department of Neuroradiology, F-5900 Lille, France
| | - Brian K Rutt
- Richard M. Lucas Center for Imaging, Radiology Department, Stanford University, Stanford, CA 94305-5488, USA
| | - Vincent Dousset
- University of Bordeaux, CHU de Bordeaux, Neuroimagerie Diagnostique et Thérapeutique, F-33076 Bordeaux, France.,INSERM, U1215, Neurocentre Magendie, F-33076 Bordeaux, France
| | - Igor Sibon
- University of Bordeaux, CHU de Bordeaux, Unité neurovasculaire, F-33076 Bordeaux, France
| | - Thomas Tourdias
- University of Bordeaux, CHU de Bordeaux, Neuroimagerie Diagnostique et Thérapeutique, F-33076 Bordeaux, France.,INSERM, U1215, Neurocentre Magendie, F-33076 Bordeaux, France
| |
Collapse
|
29
|
Testosterone during Puberty Shifts Emotional Control from Pulvinar to Anterior Prefrontal Cortex. J Neurosci 2017; 36:6156-64. [PMID: 27277794 DOI: 10.1523/jneurosci.3874-15.2016] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 04/03/2016] [Indexed: 01/02/2023] Open
Abstract
UNLABELLED Increased limbic and striatal activation in adolescence has been attributed to a relative delay in the maturation of prefrontal areas, resulting in the increase of impulsive reward-seeking behaviors that are often observed during puberty. However, it remains unclear whether and how this general developmental pattern applies to the control of social emotional actions, a fundamental adult skill refined during adolescence. This domain of control pertains to decisions involving emotional responses. When faced with a social emotional challenge (e.g., an angry face), we can follow automatic response tendencies and avoid the challenge or exert control over those tendencies by selecting an alternative action. Using an fMRI-adapted social approach-avoidance task, this study identifies how the neural regulation of emotional action control changes as a function of human pubertal development in 14-year-old adolescents (n = 47). Pubertal maturation, indexed by testosterone levels, shifted neural regulation of emotional actions from the pulvinar nucleus of the thalamus and the amygdala to the anterior prefrontal cortex (aPFC). Adolescents with more advanced pubertal maturation showed greater aPFC activity when controlling their emotional action tendencies, reproducing the same pattern consistently observed in adults. In contrast, adolescents of the same age, but with less advanced pubertal maturation, showed greater pulvinar and amygdala activity when exerting similarly effective emotional control. These findings qualify how, in the domain of social emotional actions, executive control shifts from subcortical to prefrontal structures during pubertal development. The pulvinar and the amygdala are suggested as the ontogenetic precursors of the mature control system centered on the anterior prefrontal cortex. SIGNIFICANCE STATEMENT Adolescents can show distinct behavioral problems when emotionally aroused. This could be related to later development of frontal regions compared with deeper brain structures. This study found that when the control of emotional actions needs to be exerted, more mature adolescents, similar to adults, recruit the anterior prefrontal cortex (aPFC). Less mature adolescents recruit specific subcortical regions, namely the pulvinar and amygdala. These findings identify the subcortical pulvino-amygdalar pathway as a relevant precursor of a mature aPFC emotional control system, opening the way for a neurobiological understanding of how emotion control-related disorders emerge during puberty.
Collapse
|
30
|
Serruya MD. Connecting the Brain to Itself through an Emulation. Front Neurosci 2017; 11:373. [PMID: 28713235 PMCID: PMC5492113 DOI: 10.3389/fnins.2017.00373] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 06/15/2017] [Indexed: 01/03/2023] Open
Abstract
Pilot clinical trials of human patients implanted with devices that can chronically record and stimulate ensembles of hundreds to thousands of individual neurons offer the possibility of expanding the substrate of cognition. Parallel trains of firing rate activity can be delivered in real-time to an array of intermediate external modules that in turn can trigger parallel trains of stimulation back into the brain. These modules may be built in software, VLSI firmware, or biological tissue as in vitro culture preparations or in vivo ectopic construct organoids. Arrays of modules can be constructed as early stage whole brain emulators, following canonical intra- and inter-regional circuits. By using machine learning algorithms and classic tasks known to activate quasi-orthogonal functional connectivity patterns, bedside testing can rapidly identify ensemble tuning properties and in turn cycle through a sequence of external module architectures to explore which can causatively alter perception and behavior. Whole brain emulation both (1) serves to augment human neural function, compensating for disease and injury as an auxiliary parallel system, and (2) has its independent operation bootstrapped by a human-in-the-loop to identify optimal micro- and macro-architectures, update synaptic weights, and entrain behaviors. In this manner, closed-loop brain-computer interface pilot clinical trials can advance strong artificial intelligence development and forge new therapies to restore independence in children and adults with neurological conditions.
Collapse
Affiliation(s)
- Mijail D Serruya
- Neurology, Thomas Jefferson UniversityPhiladelphia, PA, United States
| |
Collapse
|
31
|
Skeide MA, Kumar U, Mishra RK, Tripathi VN, Guleria A, Singh JP, Eisner F, Huettig F. Learning to read alters cortico-subcortical cross-talk in the visual system of illiterates. SCIENCE ADVANCES 2017; 3:e1602612. [PMID: 28560333 PMCID: PMC5443643 DOI: 10.1126/sciadv.1602612] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Accepted: 03/23/2017] [Indexed: 05/22/2023]
Abstract
Learning to read is known to result in a reorganization of the developing cerebral cortex. In this longitudinal resting-state functional magnetic resonance imaging study in illiterate adults, we show that only 6 months of literacy training can lead to neuroplastic changes in the mature brain. We observed that literacy-induced neuroplasticity is not confined to the cortex but increases the functional connectivity between the occipital lobe and subcortical areas in the midbrain and the thalamus. Individual rates of connectivity increase were significantly related to the individual decoding skill gains. These findings crucially complement current neurobiological concepts of normal and impaired literacy acquisition.
Collapse
Affiliation(s)
- Michael A. Skeide
- Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstrasse 1a, 04103 Leipzig, Germany
- Corresponding author.
| | - Uttam Kumar
- Centre of Biomedical Research, Raibareli Road, 226014 Lucknow, Uttar Pradesh, India
| | - Ramesh K. Mishra
- University of Hyderabad, Prof. C.R. Rao Road, Gachibowli, 500046 Hyderabad, Telangana, India
| | - Viveka N. Tripathi
- Centre for Behavioural and Cognitive Sciences, University of Allahabad, University Road, Old Katra, 211002 Allahabad, Uttar Pradesh, India
- Department of Psychology, University of Allahabad, 211002 Allahabad, Uttar Pradesh, India
| | - Anupam Guleria
- Centre of Biomedical Research, Raibareli Road, 226014 Lucknow, Uttar Pradesh, India
| | - Jay P. Singh
- Centre for Behavioural and Cognitive Sciences, University of Allahabad, University Road, Old Katra, 211002 Allahabad, Uttar Pradesh, India
| | - Frank Eisner
- Donders Institute, Radboud University, Montessorilaan 3, 6525 HR Nijmegen, Netherlands
| | - Falk Huettig
- Psychology of Language Department, Max Planck Institute for Psycholinguistics, Wundtlaan 1, 6525 XD Nijmegen, Netherlands
| |
Collapse
|
32
|
Kälin AM, Park MTM, Chakravarty MM, Lerch JP, Michels L, Schroeder C, Broicher SD, Kollias S, Nitsch RM, Gietl AF, Unschuld PG, Hock C, Leh SE. Subcortical Shape Changes, Hippocampal Atrophy and Cortical Thinning in Future Alzheimer's Disease Patients. Front Aging Neurosci 2017; 9:38. [PMID: 28326033 PMCID: PMC5339600 DOI: 10.3389/fnagi.2017.00038] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2016] [Accepted: 02/13/2017] [Indexed: 11/13/2022] Open
Abstract
Efficacy of future treatments depends on biomarkers identifying patients with mild cognitive impairment at highest risk for transitioning to Alzheimer's disease. Here, we applied recently developed analysis techniques to investigate cross-sectional differences in subcortical shape and volume alterations in patients with stable mild cognitive impairment (MCI) (n = 23, age range 59–82, 47.8% female), future converters at baseline (n = 10, age range 66–84, 90% female) and at time of conversion (age range 68–87) compared to group-wise age and gender matched healthy control subjects (n = 23, age range 61–81, 47.8% female; n = 10, age range 66–82, 80% female; n = 10, age range 68–82, 70% female). Additionally, we studied cortical thinning and global and local measures of hippocampal atrophy as known key imaging markers for Alzheimer's disease. Apart from bilateral striatal volume reductions, no morphometric alterations were found in cognitively stable patients. In contrast, we identified shape alterations in striatal and thalamic regions in future converters at baseline and at time of conversion. These shape alterations were paralleled by Alzheimer's disease like patterns of left hemispheric morphometric changes (cortical thinning in medial temporal regions, hippocampal total and subfield atrophy) in future converters at baseline with progression to similar right hemispheric alterations at time of conversion. Additionally, receiver operating characteristic curve analysis indicated that subcortical shape alterations may outperform hippocampal volume in identifying future converters at baseline. These results further confirm the key role of early cortical thinning and hippocampal atrophy in the early detection of Alzheimer's disease. But first and foremost, and by distinguishing future converters but not patients with stable cognitive abilities from cognitively normal subjects, our results support the value of early subcortical shape alterations and reduced hippocampal subfield volumes as potential markers for the early detection of Alzheimer's disease.
Collapse
Affiliation(s)
- Andrea M Kälin
- Institute for Regenerative Medicine, University of Zurich Schlieren, Switzerland
| | - Min T M Park
- Cerebral Imaging Centre, Douglas Mental Health University InstituteMontreal, QC, Canada; Schulich School of Medicine and Dentistry, Western UniversityLondon, ON, Canada
| | - M Mallar Chakravarty
- Cerebral Imaging Centre, Douglas Mental Health University InstituteMontreal, QC, Canada; Departments of Psychiatry and Biological and Biomedical Engineering, McGill UniversityMontreal, QC, Canada
| | - Jason P Lerch
- The Hospital for Sick ChildrenToronto, ON, Canada; Department of Medical Biophysics, The University of TorontoToronto, ON, Canada
| | - Lars Michels
- Clinic of Neuroradiology, University Hospital Zurich, University of ZurichZurich, Switzerland; Center for MR Research, University Children's Hospital ZurichZurich, Switzerland
| | - Clemens Schroeder
- Institute for Regenerative Medicine, University of Zurich Schlieren, Switzerland
| | - Sarah D Broicher
- Neuropsychology Unit, Department of Neurology, University Hospital Zurich Zurich, Switzerland
| | - Spyros Kollias
- Clinic of Neuroradiology, University Hospital Zurich, University of Zurich Zurich, Switzerland
| | - Roger M Nitsch
- Institute for Regenerative Medicine, University of Zurich Schlieren, Switzerland
| | - Anton F Gietl
- Institute for Regenerative Medicine, University of Zurich Schlieren, Switzerland
| | - Paul G Unschuld
- Institute for Regenerative Medicine, University of Zurich Schlieren, Switzerland
| | - Christoph Hock
- Institute for Regenerative Medicine, University of Zurich Schlieren, Switzerland
| | - Sandra E Leh
- Institute for Regenerative Medicine, University of Zurich Schlieren, Switzerland
| |
Collapse
|
33
|
Chamberland M, Scherrer B, Prabhu SP, Madsen J, Fortin D, Whittingstall K, Descoteaux M, Warfield SK. Active delineation of Meyer's loop using oriented priors through MAGNEtic tractography (MAGNET). Hum Brain Mapp 2017; 38:509-527. [PMID: 27647682 PMCID: PMC5333642 DOI: 10.1002/hbm.23399] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Revised: 08/04/2016] [Accepted: 08/31/2016] [Indexed: 12/19/2022] Open
Abstract
Streamline tractography algorithms infer connectivity from diffusion MRI (dMRI) by following diffusion directions which are similarly aligned between neighboring voxels. However, not all white matter (WM) fascicles are organized in this manner. For example, Meyer's loop is a highly curved portion of the optic radiation (OR) that exhibits a narrow turn, kissing and crossing pathways, and changes in fascicle dispersion. From a neurosurgical perspective, damage to Meyer's loop carries a potential risk of inducing vision deficits to the patient, especially during temporal lobe resection surgery. To prevent such impairment, achieving an accurate delineation of Meyer's loop with tractography is thus of utmost importance. However, current algorithms tend to under-estimate the full extent of Meyer's loop, mainly attributed to the aforementioned rule for connectivity which requires a direction to be chosen across a field of orientations. In this article, it was demonstrated that MAGNEtic Tractography (MAGNET) can benefit Meyer's loop delineation by incorporating anatomical knowledge of the expected fiber orientation to overcome local ambiguities. A new ROI-mechanism was proposed which supplies additional information to streamline reconstruction algorithms by the means of oriented priors. Their results showed that MAGNET can accurately generate Meyer's loop in all of our 15 child subjects (8 males; mean age 10.2 years ± 3.1). It effectively improved streamline coverage when compared with deterministic tractography, and significantly reduced the distance between the anterior-most portion of Meyer's loop and the temporal pole by 16.7 mm on average, a crucial landmark used for preoperative planning of temporal lobe surgery. Hum Brain Mapp 38:509-527, 2017. © 2016 Wiley Periodicals, Inc.
Collapse
Affiliation(s)
- Maxime Chamberland
- Centre de Recherche CHUSUniversity of SherbrookeSherbrookeCanada
- Sherbrooke Connectivity Imaging Lab (SCIL), Computer Science Department, Faculty of ScienceUniversity of SherbrookeSherbrookeCanada
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health ScienceUniversity of SherbrookeSherbrookeCanada
| | - Benoit Scherrer
- Department of RadiologyBoston Children's Hospital and Harvard Medical School300 Longwood AvenueBostonMassachusettsUSA
| | - Sanjay P. Prabhu
- Department of RadiologyBoston Children's Hospital and Harvard Medical School300 Longwood AvenueBostonMassachusettsUSA
| | - Joseph Madsen
- Department of RadiologyBoston Children's Hospital and Harvard Medical School300 Longwood AvenueBostonMassachusettsUSA
| | - David Fortin
- Centre de Recherche CHUSUniversity of SherbrookeSherbrookeCanada
- Division of Neurosurgery and Neuro‐Oncology, Faculty of Medicine and Health ScienceUniversity of SherbrookeSherbrookeCanada
| | - Kevin Whittingstall
- Centre de Recherche CHUSUniversity of SherbrookeSherbrookeCanada
- Department of Nuclear Medicine and Radiobiology, Faculty of Medicine and Health ScienceUniversity of SherbrookeSherbrookeCanada
- Department of Diagnostic Radiology, Faculty of Medicine and Health ScienceUniversity of SherbrookeSherbrookeCanada
| | - Maxime Descoteaux
- Centre de Recherche CHUSUniversity of SherbrookeSherbrookeCanada
- Sherbrooke Connectivity Imaging Lab (SCIL), Computer Science Department, Faculty of ScienceUniversity of SherbrookeSherbrookeCanada
| | - Simon K. Warfield
- Department of RadiologyBoston Children's Hospital and Harvard Medical School300 Longwood AvenueBostonMassachusettsUSA
| |
Collapse
|
34
|
Leh SE, Kälin AM, Schroeder C, Park MTM, Chakravarty MM, Freund P, Gietl AF, Riese F, Kollias S, Hock C, Michels L. Volumetric and shape analysis of the thalamus and striatum in amnestic mild cognitive impairment. J Alzheimers Dis 2016; 49:237-49. [PMID: 26444755 DOI: 10.3233/jad-150080] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Alterations in brain structures, including progressive neurodegeneration, are a hallmark in patients with Alzheimer's disease (AD). However, pathological mechanisms, such as the accumulation of amyloid and the proliferation of tau, are thought to begin years, even decades, before the initial clinical manifestations of AD. In this study, we compare the brain anatomy of amnestic mild cognitive impairment patients (aMCI, n = 16) to healthy subjects (CS, n = 22) using cortical thickness, subcortical volume, and shape analysis, which we believe to be complimentary to volumetric measures. We were able to replicate "classical" cortical thickness alterations in aMCI in the hippocampus, amygdala, putamen, insula, and inferior temporal regions. Additionally, aMCI showed significant thalamic and striatal shape differences. We observed higher global amyloid deposition in aMCI, a significant correlation between striatal displacement and global amyloid, and an inverse correlation between executive function and right-hemispheric thalamic displacement. In contrast, no volumetric differences were detected in thalamic, striatal, and hippocampal regions. Our results provide new evidence for early subcortical neuroanatomical changes in patients with aMCI, which are linked to cognitive abilities and amyloid deposition. Hence, shape analysis may aid in the identification of structural biomarkers for identifying individuals at highest risk of conversion to AD.
Collapse
Affiliation(s)
- Sandra E Leh
- Division of Psychiatry Research and Psychogeriatric Medicine, University of Zurich, Switzerland
| | - Andrea M Kälin
- Division of Psychiatry Research and Psychogeriatric Medicine, University of Zurich, Switzerland
| | - Clemens Schroeder
- Division of Psychiatry Research and Psychogeriatric Medicine, University of Zurich, Switzerland
| | - Min Tae M Park
- Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Canada.,Schulich School of Medicine and Dentistry, The University of Western Ontario, London, Canada
| | - M Mallar Chakravarty
- Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Canada.,Departments of Psychiatry and Biomedical Engineering, McGill University, Montreal, Canada
| | - Patrick Freund
- Spinal Cord Injury Center, University Hospital Balgrist, Switzerland.,Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, London, UK.,Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, UK.,Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Anton F Gietl
- Division of Psychiatry Research and Psychogeriatric Medicine, University of Zurich, Switzerland
| | - Florian Riese
- Division of Psychiatry Research and Psychogeriatric Medicine, University of Zurich, Switzerland
| | - Spyros Kollias
- Institute of Neuroradiology, University of Zurich, Switzerland
| | - Christoph Hock
- Division of Psychiatry Research and Psychogeriatric Medicine, University of Zurich, Switzerland
| | - Lars Michels
- Institute of Neuroradiology, University of Zurich, Switzerland
| |
Collapse
|
35
|
Shaw P, Weingart D, Bonner T, Watson B, Park MTM, Sharp W, Lerch JP, Chakravarty MM. Defining the neuroanatomic basis of motor coordination in children and its relationship with symptoms of attention-deficit/hyperactivity disorder. Psychol Med 2016; 46:2363-2373. [PMID: 27282929 DOI: 10.1017/s0033291716000660] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND When children have marked problems with motor coordination, they often have problems with attention and impulse control. Here, we map the neuroanatomic substrate of motor coordination in childhood and ask whether this substrate differs in the presence of concurrent symptoms of attention-deficit/hyperactivity disorder (ADHD). METHOD Participants were 226 children. All completed Diagnostic and Statistical Manual of Mental Disorders, fifth edition (DSM-5)-based assessment of ADHD symptoms and standardized tests of motor coordination skills assessing aiming/catching, manual dexterity and balance. Symptoms of developmental coordination disorder (DCD) were determined using parental questionnaires. Using 3 Tesla magnetic resonance data, four latent neuroanatomic variables (for the cerebral cortex, cerebellum, basal ganglia and thalamus) were extracted and mapped onto each motor coordination skill using partial least squares pathway modeling. RESULTS The motor coordination skill of aiming/catching was significantly linked to latent variables for both the cerebral cortex (t = 4.31, p < 0.0001) and the cerebellum (t = 2.31, p = 0.02). This effect was driven by the premotor/motor cortical regions and the superior cerebellar lobules. These links were not moderated by the severity of symptoms of inattention, hyperactivity and impulsivity. In categorical analyses, the DCD group showed atypical reduction in the volumes of these regions. However, the group with DCD alone did not differ significantly from those with DCD and co-morbid ADHD. CONCLUSIONS The superior cerebellar lobules and the premotor/motor cortex emerged as pivotal neural substrates of motor coordination in children. The dimensions of these motor coordination regions did not differ significantly between those who had DCD, with or without co-morbid ADHD.
Collapse
Affiliation(s)
- P Shaw
- Section on Neurobehavioral Clinical Research,Social and Behavioral Research Branch,National Human Genome Research Institute,Bethesda, MD,USA
| | - D Weingart
- Section on Neurobehavioral Clinical Research,Social and Behavioral Research Branch,National Human Genome Research Institute,Bethesda, MD,USA
| | - T Bonner
- Section on Neurobehavioral Clinical Research,Social and Behavioral Research Branch,National Human Genome Research Institute,Bethesda, MD,USA
| | - B Watson
- Section on Neurobehavioral Clinical Research,Social and Behavioral Research Branch,National Human Genome Research Institute,Bethesda, MD,USA
| | - M T M Park
- Schulich School of Medicine and Dentistry,Western University,London,Canada
| | - W Sharp
- Section on Neurobehavioral Clinical Research,Social and Behavioral Research Branch,National Human Genome Research Institute,Bethesda, MD,USA
| | - J P Lerch
- Program in Neurosciences and Mental Health, the Hospital for Sick Children, and Department of Medical Biophysics,The University of Toronto,Toronto,Canada
| | - M M Chakravarty
- Cerebral Imaging Centre,Douglas Mental Health University Institute,Montreal, QC,Canada
| |
Collapse
|
36
|
Renauld E, Descoteaux M, Bernier M, Garyfallidis E, Whittingstall K. Semi-Automatic Segmentation of Optic Radiations and LGN, and Their Relationship to EEG Alpha Waves. PLoS One 2016; 11:e0156436. [PMID: 27383146 PMCID: PMC4934857 DOI: 10.1371/journal.pone.0156436] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 05/13/2016] [Indexed: 12/13/2022] Open
Abstract
At rest, healthy human brain activity is characterized by large electroencephalography (EEG) fluctuations in the 8-13 Hz range, commonly referred to as the alpha band. Although it is well known that EEG alpha activity varies across individuals, few studies have investigated how this may be related to underlying morphological variations in brain structure. Specifically, it is generally believed that the lateral geniculate nucleus (LGN) and its efferent fibres (optic radiation, OR) play a key role in alpha activity, yet it is unclear whether their shape or size variations contribute to its inter-subject variability. Given the widespread use of EEG alpha in basic and clinical research, addressing this is important, though difficult given the problems associated with reliably segmenting the LGN and OR. For this, we employed a multi-modal approach and combined diffusion magnetic resonance imaging (dMRI), functional magnetic resonance imaging (fMRI) and EEG in 20 healthy subjects to measure structure and function, respectively. For the former, we developed a new, semi-automated approach for segmenting the OR and LGN, from which we extracted several structural metrics such as volume, position and diffusivity. Although these measures corresponded well with known morphology based on previous post-mortem studies, we nonetheless found that their inter-subject variability was not significantly correlated to alpha power or peak frequency (p >0.05). Our results therefore suggest that alpha variability may be mediated by an alternative structural source and our proposed methodology may in general help in better understanding the influence of anatomy on function such as measured by EEG or fMRI.
Collapse
Affiliation(s)
- Emmanuelle Renauld
- Department of Nuclear Medecine and Radiobiology, Faculty of Medicine and Health Science, University of Sherbrooke, Sherbrooke, Qc, Canada
| | - Maxime Descoteaux
- Sherbrooke Connectivity Imaging Lab (SCIL), Computer Science Department, Faculty of Science, University of Sherbrooke, Sherbrooke, Qc, Canada
- Centre Hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, Qc, Canada
- Centre d’Imagerie Moléculaire de Sherbrooke (CIMS), Centre de Recherche du CHUS, Sherbrooke, Qc, Canada
| | - Michaël Bernier
- Department of Nuclear Medecine and Radiobiology, Faculty of Medicine and Health Science, University of Sherbrooke, Sherbrooke, Qc, Canada
| | - Eleftherios Garyfallidis
- Sherbrooke Connectivity Imaging Lab (SCIL), Computer Science Department, Faculty of Science, University of Sherbrooke, Sherbrooke, Qc, Canada
| | - Kevin Whittingstall
- Department of Nuclear Medecine and Radiobiology, Faculty of Medicine and Health Science, University of Sherbrooke, Sherbrooke, Qc, Canada
- Department of Diagnostic Radiology, Faculty of Medicine and Health Science, University of Sherbrooke, Sherbrooke, Qc, Canada
- Centre Hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, Qc, Canada
- Centre d’Imagerie Moléculaire de Sherbrooke (CIMS), Centre de Recherche du CHUS, Sherbrooke, Qc, Canada
| |
Collapse
|
37
|
Zeki S. Multiple asynchronous stimulus- and task-dependent hierarchies (STDH) within the visual brain's parallel processing systems. Eur J Neurosci 2016; 44:2515-2527. [DOI: 10.1111/ejn.13270] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2016] [Revised: 04/25/2016] [Accepted: 05/03/2016] [Indexed: 11/29/2022]
Affiliation(s)
- Semir Zeki
- Wellcome Laboratory of Neurobiology; University College London; London WC1E 6BT UK
| |
Collapse
|
38
|
The superior colliculus is sensitive to gestalt-like stimulus configuration in hemispherectomy patients. Cortex 2016; 81:151-61. [PMID: 27208816 PMCID: PMC4962774 DOI: 10.1016/j.cortex.2016.04.018] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Revised: 03/04/2016] [Accepted: 04/22/2016] [Indexed: 12/11/2022]
Abstract
Patients with cortical blindness following a lesion to the primary visual cortex (V1) may retain nonconscious visual abilities (blindsight). One intriguing, though largely unexplored question, is whether nonconscious vision in the blind hemifield of hemianopic patients can be sensitive to higher-order perceptual organization, and which V1-independent structure underlies such effect. To answer this question, we tested two rare hemianopic patients who had undergone hemispherectomy, and in whom the only post-chiasmatic visual structure left intact in the same side of the otherwise damaged hemisphere was the superior colliculus (SC). By using a variant of the redundant target effect (RTE), we presented single dots, patterns composed by the same dots organized in quadruple gestalt-like configurations, or patterns of four dots arranged in random configurations, either singly to the intact visual hemifield or bilaterally to both hemifields. As reported in a number of prior studies on blindsight patients, we found that bilateral stimulation yielded faster reaction times (RTs) than single stimulation of the intact field for all conditions (i.e., there was an implicit RTE). In addition to this effect, both patients showed a further speeding up of RTs when the gestalt-like, but not the random shape, quadruple patterns were projected to their blind hemifield during bilateral stimulation. Because other retino-recipient subcortical and cortical structures in the damaged hemisphere are absent, the SC on the lesioned side seems solely responsible for such an effect. The present results provide initial support to the notion that nonconscious vision might be sensitive to perceptual organization and stimulus configuration through the pivotal contribution of the SC, which can enhance the processing of gestalt-like or structured stimuli over meaningless or randomly assembled ones and translate them into facilitatory motor outputs.
Collapse
|
39
|
Abstract
Whether the visual brain uses a parallel or a serial, hierarchical, strategy to process visual signals, the end result appears to be that different attributes of the visual scene are perceived asynchronously--with colour leading form (orientation) by 40 ms and direction of motion by about 80 ms. Whatever the neural root of this asynchrony, it creates a problem that has not been properly addressed, namely how visual attributes that are perceived asynchronously over brief time windows after stimulus onset are bound together in the longer term to give us a unified experience of the visual world, in which all attributes are apparently seen in perfect registration. In this review, I suggest that there is no central neural clock in the (visual) brain that synchronizes the activity of different processing systems. More likely, activity in each of the parallel processing-perceptual systems of the visual brain is reset independently, making of the brain a massively asynchronous organ, just like the new generation of more efficient computers promise to be. Given the asynchronous operations of the brain, it is likely that the results of activities in the different processing-perceptual systems are not bound by physiological interactions between cells in the specialized visual areas, but post-perceptually, outside the visual brain.
Collapse
Affiliation(s)
- Semir Zeki
- Laboratory of Neurobiology, University College London, London WC1E 6BT, UK
| |
Collapse
|
40
|
Bridge H, Leopold DA, Bourne JA. Adaptive Pulvinar Circuitry Supports Visual Cognition. Trends Cogn Sci 2015; 20:146-157. [PMID: 26553222 DOI: 10.1016/j.tics.2015.10.003] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Revised: 09/27/2015] [Accepted: 10/12/2015] [Indexed: 10/22/2022]
Abstract
The pulvinar is the largest thalamic nucleus in primates and one of the most mysterious. Endeavors to understand its role in vision have focused on its abundant connections with the visual cortex. While its connectivity mapping in the cortex displays a broad topographic organization, its projections are also marked by considerable convergence and divergence. As a result, the pulvinar is often regarded as a central forebrain hub. Moreover, new evidence suggests that its comparatively modest input from structures such as the retina and superior colliculus may critically shape the functional organization of the visual cortex, particularly during early development. Here we review recent studies that cast fresh light on how the many convergent pathways through the pulvinar contribute to visual cognition.
Collapse
Affiliation(s)
- Holly Bridge
- FMRIB Centre, John Radcliffe Hospital, Headington, Oxford OX3 9DU, UK
| | - David A Leopold
- Laboratory of Neuropsychology, National Institute of Mental Health, Bethesda, MD 20892, USA
| | - James A Bourne
- Australian Regenerative Medicine Institute, Monash University, Clayton, VIC 3800, Australia.
| |
Collapse
|
41
|
Abstract
UNLABELLED The pulvinar is the largest nucleus in the primate thalamus and contains extensive, reciprocal connections with visual cortex. Although the anatomical and functional organization of the pulvinar has been extensively studied in old and new world monkeys, little is known about the organization of the human pulvinar. Using high-resolution functional magnetic resonance imaging at 3 T, we identified two visual field maps within the ventral pulvinar, referred to as vPul1 and vPul2. Both maps contain an inversion of contralateral visual space with the upper visual field represented ventrally and the lower visual field represented dorsally. vPul1 and vPul2 border each other at the vertical meridian and share a representation of foveal space with iso-eccentricity lines extending across areal borders. Additional, coarse representations of contralateral visual space were identified within ventral medial and dorsal lateral portions of the pulvinar. Connectivity analyses on functional and diffusion imaging data revealed a strong distinction in thalamocortical connectivity between the dorsal and ventral pulvinar. The two maps in the ventral pulvinar were most strongly connected with early and extrastriate visual areas. Given the shared eccentricity representation and similarity in cortical connectivity, we propose that these two maps form a distinct visual field map cluster and perform related functions. The dorsal pulvinar was most strongly connected with parietal and frontal areas. The functional and anatomical organization observed within the human pulvinar was similar to the organization of the pulvinar in other primate species. SIGNIFICANCE STATEMENT The anatomical organization and basic response properties of the visual pulvinar have been extensively studied in nonhuman primates. Yet, relatively little is known about the functional and anatomical organization of the human pulvinar. Using neuroimaging, we found multiple representations of visual space within the ventral human pulvinar and extensive topographically organized connectivity with visual cortex. This organization is similar to other nonhuman primates and provides additional support that the general organization of the pulvinar is consistent across the primate phylogenetic tree. These results suggest that the human pulvinar, like other primates, is well positioned to regulate corticocortical communication.
Collapse
|
42
|
Dietrich S, Hertrich I, Ackermann H. Network Modeling for Functional Magnetic Resonance Imaging (fMRI) Signals during Ultra-Fast Speech Comprehension in Late-Blind Listeners. PLoS One 2015; 10:e0132196. [PMID: 26148062 PMCID: PMC4492787 DOI: 10.1371/journal.pone.0132196] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 06/10/2015] [Indexed: 11/19/2022] Open
Abstract
In many functional magnetic resonance imaging (fMRI) studies blind humans were found to show cross-modal reorganization engaging the visual system in non-visual tasks. For example, blind people can manage to understand (synthetic) spoken language at very high speaking rates up to ca. 20 syllables/s (syl/s). FMRI data showed that hemodynamic activation within right-hemispheric primary visual cortex (V1), bilateral pulvinar (Pv), and left-hemispheric supplementary motor area (pre-SMA) covaried with their capability of ultra-fast speech (16 syllables/s) comprehension. It has been suggested that right V1 plays an important role with respect to the perception of ultra-fast speech features, particularly the detection of syllable onsets. Furthermore, left pre-SMA seems to be an interface between these syllabic representations and the frontal speech processing and working memory network. So far, little is known about the networks linking V1 to Pv, auditory cortex (A1), and (mesio-) frontal areas. Dynamic causal modeling (DCM) was applied to investigate (i) the input structure from A1 and Pv toward right V1 and (ii) output from right V1 and A1 to left pre-SMA. As concerns the input Pv was significantly connected to V1, in addition to A1, in blind participants, but not in sighted controls. Regarding the output V1 was significantly connected to pre-SMA in blind individuals, and the strength of V1-SMA connectivity correlated with the performance of ultra-fast speech comprehension. By contrast, in sighted controls, not understanding ultra-fast speech, pre-SMA did neither receive input from A1 nor V1. Taken together, right V1 might facilitate the “parsing” of the ultra-fast speech stream in blind subjects by receiving subcortical auditory input via the Pv (= secondary visual pathway) and transmitting this information toward contralateral pre-SMA.
Collapse
Affiliation(s)
- Susanne Dietrich
- Department of General Neurology, Hertie Institute for Clinical Brain Research, Center for Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
- * E-mail:
| | - Ingo Hertrich
- Department of General Neurology, Hertie Institute for Clinical Brain Research, Center for Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
| | - Hermann Ackermann
- Department of General Neurology, Hertie Institute for Clinical Brain Research, Center for Neurology, University of Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
| |
Collapse
|
43
|
Abstract
Area V5 of the visual brain, first identified anatomically in 1969 as a separate visual area, is critical for the perception of visual motion. As one of the most intensively studied parts of the visual brain, it has yielded many insights into how the visual brain operates. Among these are: the diversity of signals that determine the functional capacities of a visual area; the relationship between single cell activity in a specialized visual area and perception of, and preference for, attributes of a visual stimulus; the multiple asynchronous inputs into, and outputs from, an area as well as the multiple operations that it undertakes asynchronously; the relationship between activity at given, specialized, areas of the visual brain and conscious awareness; and the mechanisms used to “bind” signals from one area with those from another, with a different specialization, to give us our unitary perception of the visual world. Hence V5 is, in a sense, a microcosm of the visual world and its study gives important insights into how the whole visual brain is organized—anatomically, functionally and perceptually.
Collapse
Affiliation(s)
- Semir Zeki
- Wellcome Laboratory of Neurobiology, Cell and Developmental Biology, University College London London, UK
| |
Collapse
|
44
|
Barron DS, Eickhoff SB, Clos M, Fox PT. Human pulvinar functional organization and connectivity. Hum Brain Mapp 2015; 36:2417-31. [PMID: 25821061 DOI: 10.1002/hbm.22781] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2015] [Accepted: 02/23/2015] [Indexed: 11/11/2022] Open
Abstract
The human pulvinar is the largest thalamic area in terms of size and cortical connectivity. Although much is known about regional pulvinar structural anatomy, relatively little is known about pulvinar functional anatomy in humans. Cooccurrence of experimentally induced brain activity is a traditional metric used to establish interregional brain connectivity and forms the foundation of functional neuroimaging connectivity analyses. Because functional neuroimaging studies report task-related coactivations within a standardized space, meta-analysis of many whole-brain studies can define the brain's interregional coactivation across many tasks. Such an analysis can also detect and define variations in functional coactivations within a particular region. Here we use coactivation profiles reported in ∼ 7,700 functional neuroimaging studies to parcellate and define the pulvinar's functional anatomy. Parcellation of the pulvinar's coactivation profile identified five clusters per pulvinar of distinct functional coactivation. These clusters showed a high degree of symmetry across hemispheres and correspondence with the human pulvinar's cytoarchitecture. We investigated the functional coactivation profiles of each resultant pulvinar cluster with meta-analytic methods. By referencing existent neuroimaging and lesion-deficit literature, these profiles make a case for regional pulvinar specialization within the larger human attention-controlling network. Reference to this literature also informs specific hypotheses that can be tested in subsequent studies in healthy and clinical populations.
Collapse
Affiliation(s)
- Daniel S Barron
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, Texas, USA.,Yale University School of Medicine, New Haven, Connecticut, USA
| | - Simon B Eickhoff
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany.,Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Mareike Clos
- Institute of Clinical Neuroscience and Medical Psychology, Heinrich Heine University, Düsseldorf, Germany.,Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Peter T Fox
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, Texas, USA.,Department of Radiology, University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA.,Research Service, South Texas Veterans Health Care System, San Antonio, Texas, USA.,Department of Neurology, University of Texas Health Science Center, San Antonio, Texas, USA.,State Key Laboratory for Brain and Cognitive Sciences, University of Hong Kong, Hong Kong.,Neuroimaging Laboratory, Shenzhen University School of Medicine, Shenzhen, China
| |
Collapse
|
45
|
Putcha D, Ross RS, Cronin-Golomb A, Janes AC, Stern CE. Altered intrinsic functional coupling between core neurocognitive networks in Parkinson's disease. NEUROIMAGE-CLINICAL 2015; 7:449-55. [PMID: 25685711 PMCID: PMC4320252 DOI: 10.1016/j.nicl.2015.01.012] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Revised: 01/23/2015] [Accepted: 01/24/2015] [Indexed: 01/05/2023]
Abstract
Parkinson's disease (PD) is largely attributed to disruptions in the nigrostriatal dopamine system. These neurodegenerative changes may also have a more global effect on intrinsic brain organization at the cortical level. Functional brain connectivity between neurocognitive systems related to cognitive processing is critical for effective neural communication, and is disrupted across neurological disorders. Three core neurocognitive networks have been established as playing a critical role in the pathophysiology of many neurological disorders: the default-mode network (DMN), the salience network (SN), and the central executive network (CEN). In healthy adults, DMN–CEN interactions are anti-correlated while SN–CEN interactions are strongly positively correlated even at rest, when individuals are not engaging in any task. These intrinsic between-network interactions at rest are necessary for efficient suppression of the DMN and activation of the CEN during a range of cognitive tasks. To identify whether these network interactions are disrupted in individuals with PD, we used resting state functional magnetic resonance imaging (rsfMRI) to compare between-network connectivity between 24 PD participants and 20 age-matched controls (MC). In comparison to the MC, individuals with PD showed significantly less SN–CEN coupling and greater DMN–CEN coupling during rest. Disease severity, an index of striatal dysfunction, was related to reduced functional coupling between the striatum and SN. These results demonstrate that individuals with PD have a dysfunctional pattern of interaction between core neurocognitive networks compared to what is found in healthy individuals, and that interaction between the SN and the striatum is even more profoundly disrupted in those with greater disease severity. Functional coupling is altered between the default-mode network and the salience and central executive networks in PD. Functional coupling between the striatum and the salience network diminishes as disease severity increases in PD. These disruptions to intrinsic functional coupling provide a framework for PD disease progression at the cortical level.
Collapse
Affiliation(s)
- Deepti Putcha
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02115, USA ; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Robert S Ross
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02115, USA ; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA 02114, USA ; Department of Psychology, University of New Hampshire, Durham, NH 03824, USA
| | - Alice Cronin-Golomb
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02115, USA
| | - Amy C Janes
- McLean Imaging Center, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA 02478, USA
| | - Chantal E Stern
- Department of Psychological and Brain Sciences, Boston University, Boston, MA 02115, USA ; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA 02114, USA
| |
Collapse
|
46
|
Nottage JF, Stone J, Murray RM, Sumich A, Bramon-Bosch E, ffytche D, Morrison PD. Delta-9-tetrahydrocannabinol, neural oscillations above 20 Hz and induced acute psychosis. Psychopharmacology (Berl) 2015; 232:519-28. [PMID: 25038870 PMCID: PMC4302232 DOI: 10.1007/s00213-014-3684-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2014] [Accepted: 07/05/2014] [Indexed: 01/05/2023]
Abstract
RATIONALE An acute challenge with delta-9-tetrahydrocannabinol (THC) can induce psychotic symptoms including delusions. High electroencephalography (EEG) frequencies, above 20 Hz, have previously been implicated in psychosis and schizophrenia. OBJECTIVES The objective of this study is to determine the effect of intravenous THC compared to placebo on high-frequency EEG. METHODS A double-blind cross-over study design was used. In the resting state, the high-beta to low-gamma magnitude (21-45 Hz) was investigated (n = 13 pairs + 4 THC only). Also, the event-related synchronisation (ERS) of motor-associated high gamma was studied using a self-paced button press task (n = 15). RESULTS In the resting state, there was a significant condition × frequency interaction (p = 0.00017), consisting of a shift towards higher frequencies under THC conditions (reduced high beta [21-27 Hz] and increased low gamma [27-45 Hz]). There was also a condition × frequency × location interaction (p = 0.006), such that the reduction in 21-27-Hz magnitude tended to be more prominent in anterior regions, whilst posterior areas tended to show greater 27-45-Hz increases. This effect was correlated with positive symptoms, as assessed on the Positive and Negative Syndrome Scale (PANSS) (r = 0.429, p = 0.042). In the motor task, there was a main effect of THC to increase 65-130-Hz ERS (p = 0.035) over contra-lateral sensorimotor areas, which was driven by increased magnitude in the higher, 85-130-Hz band (p = 0.02) and not the 65-85-Hz band. CONCLUSIONS The THC-induced shift to faster gamma oscillations may represent an over-activation of the cortex, possibly related to saliency misattribution in the delusional state.
Collapse
Affiliation(s)
- Judith F. Nottage
- Institute of Psychiatry, King’s College London, P089 DeCrespigny Park, Denmark Hill, London, SE5 8AF UK
| | - James Stone
- Institute of Psychiatry, King’s College London, P089 DeCrespigny Park, Denmark Hill, London, SE5 8AF UK
| | - Robin M. Murray
- Institute of Psychiatry, King’s College London, P089 DeCrespigny Park, Denmark Hill, London, SE5 8AF UK
| | - Alex Sumich
- Nottingham Trent University, Nottingham, NG1 4BU UK
| | | | - Dominic ffytche
- Institute of Psychiatry, King’s College London, P089 DeCrespigny Park, Denmark Hill, London, SE5 8AF UK
| | - Paul D. Morrison
- Institute of Psychiatry, King’s College London, P089 DeCrespigny Park, Denmark Hill, London, SE5 8AF UK
| |
Collapse
|
47
|
Barleben M, Stoppel CM, Kaufmann J, Merkel C, Wecke T, Goertler M, Heinze HJ, Hopf JM, Schoenfeld MA. Neural correlates of visual motion processing without awareness in patients with striate cortex and pulvinar lesions. Hum Brain Mapp 2014; 36:1585-94. [PMID: 25529748 DOI: 10.1002/hbm.22725] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Revised: 11/21/2014] [Accepted: 12/08/2014] [Indexed: 11/11/2022] Open
Abstract
Patients with striate cortex lesions experience visual perception loss in the contralateral visual field. In few patients, however, stimuli within the blind field can lead to unconscious (blindsight) or even conscious perception when the stimuli are moving (Riddoch syndrome). Using functional magnetic resonance imaging (fMRI), we investigated the neural responses elicited by motion stimulation in the sighted and blind visual fields of eight patients with lesions of the striate cortex. Importantly, repeated testing ensured that none of the patients exhibited blindsight or a Riddoch syndrome. Three patients had additional lesions in the ipsilesional pulvinar. For blind visual field stimulation, great care was given that the moving stimulus was precisely presented within the borders of the scotoma. In six of eight patients, the stimulation within the scotoma elicited hemodynamic activity in area human middle temporal (hMT) while no activity was observed within the ipsilateral lesioned area of the striate cortex. One of the two patients in whom no ipsilesional activity was observed had an extensive lesion including massive subcortical damage. The other patient had an additional focal lesion within the lateral inferior pulvinar. Fiber-tracking based on anatomical and functional markers (hMT and Pulvinar) on individual diffusion tensor imaging (DTI) data from each patient revealed the structural integrity of subcortical pathways in all but the patient with the extensive subcortical lesion. These results provide clear evidence for the robustness of direct subcortical pathways from the pulvinar to area hMT in patients with striate cortex lesions and demonstrate that ipsilesional activity in area hMT is completely independent of conscious perception.
Collapse
Affiliation(s)
- Maria Barleben
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | | | | | | | | | | | | | | | | |
Collapse
|
48
|
Shigihara Y, Zeki S. Parallel processing of face and house stimuli by V1 and specialized visual areas: a magnetoencephalographic (MEG) study. Front Hum Neurosci 2014; 8:901. [PMID: 25426050 PMCID: PMC4224090 DOI: 10.3389/fnhum.2014.00901] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 10/21/2014] [Indexed: 11/25/2022] Open
Abstract
We used easily distinguishable stimuli of faces and houses constituted from straight lines, with the aim of learning whether they activate V1 on the one hand, and the specialized areas that are critical for the processing of faces and houses on the other, with similar latencies. Eighteen subjects took part in the experiment, which used magnetoencephalography (MEG) coupled to analytical methods to detect the time course of the earliest responses which these stimuli provoke in these cortical areas. Both categories of stimuli activated V1 and areas of the visual cortex outside it at around 40 ms after stimulus onset, and the amplitude elicited by face stimuli was significantly larger than that elicited by house stimuli. These results suggest that “low-level” and “high-level” features of form stimuli are processed in parallel by V1 and visual areas outside it. Taken together with our previous results on the processing of simple geometric forms (Shgihara and Zeki, 2013; Shigihara and Zeki, 2014), the present ones reinforce the conclusion that parallel processing is an important component in the strategy used by the brain to process and construct forms.
Collapse
Affiliation(s)
| | - Semir Zeki
- Wellcome Laboratory of Neurobiology, University College London London, UK
| |
Collapse
|
49
|
Shigihara Y, Zeki S. Parallel processing in the brain's visual form system: an fMRI study. Front Hum Neurosci 2014; 8:506. [PMID: 25126064 PMCID: PMC4115635 DOI: 10.3389/fnhum.2014.00506] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 06/23/2014] [Indexed: 11/17/2022] Open
Abstract
We here extend and complement our earlier time-based, magneto-encephalographic (MEG), study of the processing of forms by the visual brain (Shigihara and Zeki, 2013) with a functional magnetic resonance imaging (fMRI) study, in order to better localize the activity produced in early visual areas when subjects view simple geometric stimuli of increasing perceptual complexity (lines, angles, rhombuses) constituted from the same elements (lines). Our results show that all three categories of form activate all three visual areas with which we were principally concerned (V1–V3), with angles producing the strongest and rhombuses the weakest activity in all three. The difference between the activity produced by angles and rhombuses was significant, that between lines and rhombuses was trend significant while that between lines and angles was not. Taken together with our earlier MEG results, the present ones suggest that a parallel strategy is used in processing forms, in addition to the well-documented hierarchical strategy.
Collapse
Affiliation(s)
| | - Semir Zeki
- Wellcome Laboratory of Neurobiology, University College London London, UK
| |
Collapse
|
50
|
Lo YT, Zeki S. Masking reveals parallel form systems in the visual brain. Front Hum Neurosci 2014; 8:567. [PMID: 25120460 PMCID: PMC4110628 DOI: 10.3389/fnhum.2014.00567] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Accepted: 07/11/2014] [Indexed: 11/13/2022] Open
Abstract
It is generally supposed that there is a single, hierarchically organized pathway dedicated to form processing, in which complex forms are elaborated from simpler ones, beginning with the orientation-selective cells of V1. In this psychophysical study, we undertook to test another hypothesis, namely that the brain’s visual form system consists of multiple parallel systems and that complex forms are other than the sum of their parts. Inspired by imaging experiments which show that forms of increasing perceptual complexity (lines, angles, and rhombuses) constituted from the same elements (lines) activate the same visual areas (V1, V2, and V3) with the same intensity and latency (Shigihara and Zeki, 2013, 2014), we used backward masking to test the supposition that these forms are processed in parallel. We presented subjects with lines, angles, and rhombuses as different target-mask pairs. Evidence in favor of our supposition would be if masking is the most effective when target and mask are processed by the same system and least effective when they are processed in different systems. Our results showed that rhombuses were strongly masked by rhombuses but only weakly masked by lines or angles, but angles and lines were well masked by each other. The relative resistance of rhombuses to masking by low-level forms like lines and angles suggests that complex forms like rhombuses may be processed in a separate parallel system, whereas lines and angles are processed in the same one.
Collapse
Affiliation(s)
- Yu Tung Lo
- Wellcome Laboratory of Neurobiology, Department of Cell and Developmental Biology, University College London London, UK
| | - Semir Zeki
- Wellcome Laboratory of Neurobiology, Department of Cell and Developmental Biology, University College London London, UK
| |
Collapse
|