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Tsytsarev V, Plachez C, Zhao S, O'Connor DH, Erzurumlu RS. Bilateral Whisker Representations in the Primary Somatosensory Cortex in Robo3cKO Mice Are Reflected in the Primary Motor Cortex. Neuroscience 2024; 544:128-137. [PMID: 38447690 PMCID: PMC11146016 DOI: 10.1016/j.neuroscience.2024.02.031] [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: 09/19/2023] [Revised: 02/09/2024] [Accepted: 02/28/2024] [Indexed: 03/08/2024]
Abstract
In Robo3cKO mice, midline crossing defects of the trigeminothalamic projections from the trigeminal principal sensory nucleus result in bilateral whisker maps in the somatosensory thalamus and consequently in the face representation area of the primary somatosensory (S1) cortex (Renier et al., 2017; Tsytsarev et al., 2017). We investigated whether this bilateral sensory representation in the whisker-barrel cortex is also reflected in the downstream projections from the S1 to the primary motor (M1) cortex. To label these projections, we injected anterograde viral axonal tracer in S1 cortex. Corticocortical projections from the S1 distribute to similar areas across the ipsilateral hemisphere in control and Robo3cKO mice. Namely, in both genotypes they extend to the M1, premotor/prefrontal cortex (PMPF), secondary somatosensory (S2) cortex. Next, we performed voltage-sensitive dye imaging (VSDi) in the left hemisphere following ipsilateral and contralateral single whisker stimulation. While controls showed only activation in the contralateral whisker barrel cortex and M1 cortex, the Robo3cKO mouse left hemisphere was activated bilaterally in both the barrel cortex and the M1 cortex. We conclude that the midline crossing defect of the trigeminothalamic projections leads to bilateral whisker representations not only in the thalamus and the S1 cortex but also downstream from the S1, in the M1 cortex.
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Affiliation(s)
- Vassiliy Tsytsarev
- Department of Neurobiology, University of Maryland School of Medicine, 20 Penn St, HSF-2, Baltimore, MD 21201, USA.
| | - Céline Plachez
- Department of Neurobiology, University of Maryland School of Medicine, 20 Penn St, HSF-2, Baltimore, MD 21201, USA.
| | - Shuxin Zhao
- Department of Neurobiology, University of Maryland School of Medicine, 20 Penn St, HSF-2, Baltimore, MD 21201, USA.
| | - Daniel H O'Connor
- The Zanvyl Krieger Mind/Brain Institute, The Johns Hopkins University, 3400 N. Charles Street, 338 Krieger Hall, Baltimore, MD 21218, USA.
| | - Reha S Erzurumlu
- Department of Neurobiology, University of Maryland School of Medicine, 20 Penn St, HSF-2, Baltimore, MD 21201, USA.
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Nietz AK, Popa LS, Streng ML, Carter RE, Kodandaramaiah SB, Ebner TJ. Wide-Field Calcium Imaging of Neuronal Network Dynamics In Vivo. BIOLOGY 2022; 11:1601. [PMID: 36358302 PMCID: PMC9687960 DOI: 10.3390/biology11111601] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 10/28/2022] [Accepted: 10/31/2022] [Indexed: 11/06/2022]
Abstract
A central tenet of neuroscience is that sensory, motor, and cognitive behaviors are generated by the communications and interactions among neurons, distributed within and across anatomically and functionally distinct brain regions. Therefore, to decipher how the brain plans, learns, and executes behaviors requires characterizing neuronal activity at multiple spatial and temporal scales. This includes simultaneously recording neuronal dynamics at the mesoscale level to understand the interactions among brain regions during different behavioral and brain states. Wide-field Ca2+ imaging, which uses single photon excitation and improved genetically encoded Ca2+ indicators, allows for simultaneous recordings of large brain areas and is proving to be a powerful tool to study neuronal activity at the mesoscopic scale in behaving animals. This review details the techniques used for wide-field Ca2+ imaging and the various approaches employed for the analyses of the rich neuronal-behavioral data sets obtained. Also discussed is how wide-field Ca2+ imaging is providing novel insights into both normal and altered neural processing in disease. Finally, we examine the limitations of the approach and new developments in wide-field Ca2+ imaging that are bringing new capabilities to this important technique for investigating large-scale neuronal dynamics.
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Affiliation(s)
- Angela K. Nietz
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Laurentiu S. Popa
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Martha L. Streng
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Russell E. Carter
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | | | - Timothy J. Ebner
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
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O'Hashi K, Fekete T, Deneux T, Hildesheim R, van Leeuwen C, Grinvald A. Interhemispheric Synchrony of Spontaneous Cortical States at the Cortical Column Level. Cereb Cortex 2019; 28:1794-1807. [PMID: 28419208 DOI: 10.1093/cercor/bhx090] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Accepted: 03/28/2017] [Indexed: 11/14/2022] Open
Abstract
In cat early visual cortex, neural activity patterns resembling evoked orientation maps emerge spontaneously under anesthesia. To test if such patterns are synchronized between hemispheres, we performed bilateral imaging in anesthetized cats using a new improved voltage-sensitive dye. We observed map-like activity patterns spanning early visual cortex in both hemispheres simultaneously. Patterns virtually identical to maps associated with the cardinal and oblique orientations emerged as leading principal components of the spontaneous fluctuations, and the strength of transient orientation states was correlated with their duration, providing evidence that these maps are transiently attracting states. A neural mass model we developed reproduced the dynamics of both smooth and abrupt orientation state transitions observed experimentally. The model suggests that map-like activity arises from slow modulations in spontaneous firing in conjunction with interplay between excitation and inhibition. Our results highlight the efficiency and functional precision of interhemispheric connectivity.
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Affiliation(s)
- Kazunori O'Hashi
- Department of Neurobiology, The Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Tomer Fekete
- Department of Neurobiology, The Weizmann Institute of Science, Rehovot 7610001, Israel.,Laboratory for Perceptual Dynamics, KU Leuven, Leuven 3000, Belgium
| | - Thomas Deneux
- Department of Neurobiology, The Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Rina Hildesheim
- Department of Neurobiology, The Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Cees van Leeuwen
- Laboratory for Perceptual Dynamics, KU Leuven, Leuven 3000, Belgium
| | - Amiram Grinvald
- Department of Neurobiology, The Weizmann Institute of Science, Rehovot 7610001, Israel
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Zhu L, Lee CR, Margolis DJ, Najafizadeh L. Decoding cortical brain states from widefield calcium imaging data using visibility graph. BIOMEDICAL OPTICS EXPRESS 2018; 9:3017-3036. [PMID: 29984080 PMCID: PMC6033549 DOI: 10.1364/boe.9.003017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 05/12/2018] [Accepted: 05/12/2018] [Indexed: 06/08/2023]
Abstract
Widefield optical imaging of neuronal populations over large portions of the cerebral cortex in awake behaving animals provides a unique opportunity for investigating the relationship between brain function and behavior. In this paper, we demonstrate that the temporal characteristics of calcium dynamics obtained through widefield imaging can be utilized to infer the corresponding behavior. Cortical activity in transgenic calcium reporter mice (n=6) expressing GCaMP6f in neocortical pyramidal neurons is recorded during active whisking (AW) and no whisking (NW). To extract features related to the temporal characteristics of calcium recordings, a method based on visibility graph (VG) is introduced. An extensive study considering different choices of features and classifiers is conducted to find the best model capable of predicting AW and NW from calcium recordings. Our experimental results show that temporal characteristics of calcium recordings identified by the proposed method carry discriminatory information that are powerful enough for decoding behavior.
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Affiliation(s)
- Li Zhu
- Integrated Systems and NeuroImaging Laboratory, Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA
| | - Christian R Lee
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, USA
| | - David J Margolis
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, USA
- Equal contribution
| | - Laleh Najafizadeh
- Integrated Systems and NeuroImaging Laboratory, Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA
- Equal contribution
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Macià D, Pujol J, Blanco-Hinojo L, Martínez-Vilavella G, Martín-Santos R, Deus J. Characterization of the Spatial Structure of Local Functional Connectivity Using Multidistance Average Correlation Measures. Brain Connect 2018; 8:276-287. [DOI: 10.1089/brain.2017.0575] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Affiliation(s)
- Dídac Macià
- MRI Research Unit, Department of Radiology, Hospital del Mar, Barcelona, Spain
| | - Jesus Pujol
- MRI Research Unit, Department of Radiology, Hospital del Mar, Barcelona, Spain
- Centro Investigación Biomédica en Red de Salud Mental, CIBERSAM G21, Barcelona, Spain
| | - Laura Blanco-Hinojo
- MRI Research Unit, Department of Radiology, Hospital del Mar, Barcelona, Spain
- Centro Investigación Biomédica en Red de Salud Mental, CIBERSAM G21, Barcelona, Spain
| | | | - Rocío Martín-Santos
- Department of Psychiatry and Psychology, Hospital Clínic, Institut d'Investigació Biomédica August Pi I Sunyer, CIBERSAM G25, Barcelona, Spain
| | - Joan Deus
- MRI Research Unit, Department of Radiology, Hospital del Mar, Barcelona, Spain
- Department of Clinical and Health Psychology, Autonomous University of Barcelona, Barcelona, Spain
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Roe AW, Winberry JE, Friedman RM. Study of single and multidigit activation in monkey somatosensory cortex using voltage-sensitive dye imaging. NEUROPHOTONICS 2017; 4:031219. [PMID: 28573156 PMCID: PMC5446783 DOI: 10.1117/1.nph.4.3.031219] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Accepted: 05/02/2017] [Indexed: 06/02/2023]
Abstract
Toward the goal of understanding cutaneous sensory integration during manual behavior, we used voltage-sensitive dye (VSD) imaging to study the organization and dynamics of anesthetized monkey primary somatosensory cortex (SI) in response to single and multidigit tactile stimulation. We find that in both macaque and squirrel monkey SI, VSD reveals clear focal digit topography consistent with previous electrophysiological and intrinsic signal imaging studies. VSD also reveals interactions in SI in response to multidigit stimulation. With a tactile funneling paradigm in areas 3b and 1 in squirrel monkeys, VSD reveals two-digit induction of subthreshhold influences, consistent with lateral intracortical inhibition. In response to tactile apparent motion stimuli, VSD reveals preferential response to motion stimuli over static tactile stimuli in both areas 1 and 3b. Comparison of the response at different digit locations to "toward digit" stimuli suggests the presence of direction-selective response in area 1; however, further study is needed. These exciting results indicate that VSD constitutes a powerful tool for studying somatosensory cortical processing in nonhuman primates and should be further developed for future somatosensory studies in awake behaving monkeys.
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Affiliation(s)
- Anna Wang Roe
- Zhejiang University, Qiushi Academy for Advanced Studies, Interdisciplinary Institute of Neuroscience and Technology, Hangzhou, China
- Oregon Health and Science University, Oregon National Primate Research Center, Division of Neuroscience, Beaverton, Oregon, United States
- Vanderbilt University, Department of Psychology, Nashville, Tennessee, United States
| | - Jeremy E. Winberry
- Vanderbilt University, Department of Psychology, Nashville, Tennessee, United States
- The University of Chicago, Department of Organismal Biology and Anatomy, Chicago, Illinois, United States
| | - Robert M. Friedman
- Oregon Health and Science University, Oregon National Primate Research Center, Division of Neuroscience, Beaverton, Oregon, United States
- Vanderbilt University, Department of Psychology, Nashville, Tennessee, United States
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Greenfield SA, Badin AS, Ferrati G, Devonshire IM. Optical imaging of the rat brain suggests a previously missing link between top-down and bottom-up nervous system function. NEUROPHOTONICS 2017; 4:031213. [PMID: 28573153 PMCID: PMC5443969 DOI: 10.1117/1.nph.4.3.031213] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 04/26/2017] [Indexed: 06/07/2023]
Abstract
Optical imaging with voltage-sensitive dyes enables the visualization of extensive yet highly transient coalitions of neurons (assemblies) operating throughout the brain on a subsecond time scale. We suggest that operating at the mesoscale level of brain organization, neuronal assemblies may provide a functional link between "bottom-up" cellular mechanisms and "top-down" cognitive ones within anatomically defined regions. We demonstrate in ex vivo rat brain slices how varying spatiotemporal dynamics of assemblies reveal differences not previously appreciated between: different stages of development in cortical versus subcortical brain areas, different sensory modalities (hearing versus vision), different classes of psychoactive drugs (anesthetics versus analgesics), different effects of anesthesia linked to hyperbaric conditions and, in vivo, depths of anesthesia. The strategy of voltage-sensitive dye imaging is therefore as powerful as it is versatile and as such can now be applied to the evaluation of neurochemical signaling systems and the screening of related new drugs, as well as to mathematical modeling and, eventually, even theories of consciousness.
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Affiliation(s)
- Susan A. Greenfield
- Neuro-Bio Ltd., Building F5, Culham Science Centre, Abingdon, United Kingdom
| | - Antoine-Scott Badin
- Neuro-Bio Ltd., Building F5, Culham Science Centre, Abingdon, United Kingdom
- University of Oxford, Department of Physiology, Anatomy & Genetics, Oxford, United Kingdom
| | - Giovanni Ferrati
- Neuro-Bio Ltd., Building F5, Culham Science Centre, Abingdon, United Kingdom
| | - Ian M. Devonshire
- Nottingham University Medical School, Queen’s Medical Centre, Nottingham, United Kingdom
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