1
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Lebovich L, Kaplan L, Hansel D, Loewenstein Y. Stability and robustness of idiosyncratic choice bias. COMMUNICATIONS PSYCHOLOGY 2025; 3:79. [PMID: 40379772 PMCID: PMC12084652 DOI: 10.1038/s44271-025-00263-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Accepted: 05/08/2025] [Indexed: 05/19/2025]
Abstract
A well-known observation in repeated-choice experiments is that a tendency to prefer one response over the others emerges if the feedback consistently favors that response. Choice bias, a tendency to prefer one response over the others, however, is not restricted to biased-feedback settings and is also observed when the feedback is unbiased. In fact, participant-specific choice bias, known as idiosyncratic choice bias (ICB), is common even in symmetrical experimental settings in which feedback is completely absent. Here we ask whether feedback-induced bias and ICB share a common mechanism. Specifically, we ask whether ICBs reflect idiosyncrasies in choice-feedback associations prior to the measurement of the ICB. To address this question, we compared the long-term dynamics of ICBs with feedback-induced biases in two longitudinal experiments involving 319 participants. We show that while feedback effectively induced choice preferences, its effect was transient and diminished within several weeks. By contrast, we show that ICBs remained stable for at least 22 months. These results indicate that different mechanisms underlie the idiosyncratic and feedback-induced biases.
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Affiliation(s)
- Lior Lebovich
- The Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel.
- Department of Collective Behavior, Max Planck Institute of Animal Behavior, Konstanz, Germany.
- Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Universitätsstraße 10, 78464, Konstanz, Germany.
| | - Lea Kaplan
- The Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - David Hansel
- Cerebral Dynamics, Plasticity and Learning Laboratory, CNRS, 45 Rue des Saints Pères, 75270, Paris, France
| | - Yonatan Loewenstein
- The Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
- The Alexander Silberman Institute of Life Sciences, Dept. of Cognitive and Brain Sciences and The Federmann Center for the Study of Rationality, The Hebrew University of Jerusalem, Jerusalem, Israel
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2
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Frasnelli E, Vallortigara G. Brain and behavioral asymmetries in nonprimate species. HANDBOOK OF CLINICAL NEUROLOGY 2025; 208:211-230. [PMID: 40074398 DOI: 10.1016/b978-0-443-15646-5.00011-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2025]
Abstract
Brain and behavioral asymmetries are widespread across the animal kingdom, suggesting that even simpler nervous systems benefit from such features. In the last 30 years, research conducted on several vertebrate (but also invertebrate) animal models has massively contributed to our understanding of the causation, development, evolution, and function of lateralization. Here, we review some of this research, highlighting the importance of studying this topic in nonprimate species for a deeper understanding of the mechanisms behind cerebral asymmetries. We report evidence of handedness and motor asymmetries as well as the results of research on perceptual and cognitive asymmetries in nonprimate animals, analyzing the contribution of such studies in the research field of cerebral asymmetries.
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Affiliation(s)
- Elisa Frasnelli
- CIMeC, Center for Mind/Brain Sciences, University of Trento, Rovereto, Italy.
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3
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Emmerich K, Hageter J, Hoang T, Lyu P, Sharrock AV, Ceisel A, Thierer J, Chunawala Z, Nimmagadda S, Palazzo I, Matthews F, Zhang L, White DT, Rodriguez C, Graziano G, Marcos P, May A, Mulligan T, Reibman B, Saxena MT, Ackerley DF, Qian J, Blackshaw S, Horstick E, Mumm JS. A large-scale CRISPR screen reveals context-specific genetic regulation of retinal ganglion cell regeneration. Development 2024; 151:dev202754. [PMID: 39007397 PMCID: PMC11361637 DOI: 10.1242/dev.202754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 07/08/2024] [Indexed: 07/16/2024]
Abstract
Many genes are known to regulate retinal regeneration after widespread tissue damage. Conversely, genes controlling regeneration after limited cell loss, as per degenerative diseases, are undefined. As stem/progenitor cell responses scale to injury levels, understanding how the extent and specificity of cell loss impact regenerative processes is important. Here, transgenic zebrafish enabling selective retinal ganglion cell (RGC) ablation were used to identify genes that regulate RGC regeneration. A single cell multiomics-informed screen of 100 genes identified seven knockouts that inhibited and 11 that promoted RGC regeneration. Surprisingly, 35 out of 36 genes known and/or implicated as being required for regeneration after widespread retinal damage were not required for RGC regeneration. The loss of seven even enhanced regeneration kinetics, including the proneural factors neurog1, olig2 and ascl1a. Mechanistic analyses revealed that ascl1a disruption increased the propensity of progenitor cells to produce RGCs, i.e. increased 'fate bias'. These data demonstrate plasticity in the mechanism through which Müller glia convert to a stem-like state and context specificity in how genes function during regeneration. Increased understanding of how the regeneration of disease-relevant cell types is specifically controlled will support the development of disease-tailored regenerative therapeutics.
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Affiliation(s)
- Kevin Emmerich
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- McKusick-Nathans Institute and the Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - John Hageter
- Department of Biology, West Virginia University, Morgantown, WV 26505, USA
| | - Thanh Hoang
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Ophthalmology and Visual Sciences, University of Michigan School of Medicine, Ann Arbor, MI 48105, USA
- Department of Cell and Developmental Biology, University of Michigan School of Medicine, Ann Arbor, MI 48105, USA
| | - Pin Lyu
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Abigail V. Sharrock
- School of Biological Sciences, Victoria University of Wellington, Wellington 6012, New Zealand
| | - Anneliese Ceisel
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - James Thierer
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Zeeshaan Chunawala
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Saumya Nimmagadda
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Isabella Palazzo
- Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Frazer Matthews
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Liyun Zhang
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - David T. White
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Catalina Rodriguez
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Gianna Graziano
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Patrick Marcos
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Adam May
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Tim Mulligan
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Barak Reibman
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Meera T. Saxena
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - David F. Ackerley
- School of Biological Sciences, Victoria University of Wellington, Wellington 6012, New Zealand
| | - Jiang Qian
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Seth Blackshaw
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- McKusick-Nathans Institute and the Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Eric Horstick
- Department of Biology, West Virginia University, Morgantown, WV 26505, USA
- Department of Neuroscience, West Virginia University, Morgantown, WV 26506, USA
| | - Jeff S. Mumm
- Wilmer Eye Institute and the Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- McKusick-Nathans Institute and the Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Center for Nanomedicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
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4
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Ra K, A C, B T, Ac K, Je K, Er D. Evolution of a central dopamine circuit underlies adaptation of light-evoked sensorimotor response in the blind cavefish, Astyanax mexicanus. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.25.605141. [PMID: 39091880 PMCID: PMC11291158 DOI: 10.1101/2024.07.25.605141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
Adaptive behaviors emerge in novel environments through functional changes in neural circuits. While relationships between circuit function and behavior have been well studied, how evolution shapes those circuits and leads to behavioral adpation is poorly understood. The Mexican cavefish, Astyanax mexicanus, provides a unique genetically amendable model system, equipped with above ground eyed surface fish and multiple evolutionarily divergent populations of blind cavefish that have evolved in complete darkness. These differences in environment and vision provide an opprotunity to examine how a neural circuit is functionally influenced by the presence of light. Here, we examine differences in the detection, and behavioral response induced by non visual light reception. Both populations exhibit photokinetic behavior, with surface fish becoming hyperactive following sudden darkness and cavefish becoming hyperactive following sudden illumination. To define these photokinetic neural circuits, we integrated whole brain functional imaging with our Astyanax brain atlas for surface and cavefish responding to light changes. We identified the caudal posterior tuberculum as the central modulator for both light or dark stimulated photokinesis. To unconver how spatiotemporal neuronal activity differed between surface fish and cavefish, we used stable pan-neuronal GCaMP Astyanax transgenics to show that a subpopulation of darkness sensitve neurons in surface fish are now light senstive in cavefish. Further functional analysis revealed that this integrative switch is dependent on dopmane signaling, suggesting a key role for dopamine and a highly conserved dopamine circuit in modulating the evolution of a circuit driving an essential behavior. Together, these data shed light into how neural circuits evolved to adapte to novel settings, and reveal the power of Astyanax as a model to elucidate mechanistic ingiths underlying sensory adaptation.
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Affiliation(s)
- Kozol Ra
- Wilkes Honors College, Florida Atlantic University, Jupiter, FL
| | - Canavan A
- Wilkes Honors College, Florida Atlantic University, Jupiter, FL
| | - Tolentino B
- Wilkes Honors College, Florida Atlantic University, Jupiter, FL
| | - Keene Ac
- Department of Biology, Texas A&M University, College Station, TX
| | - Kowalko Je
- Department of Biological Sciences, Lehigh University, Bethlehem, PA
| | - Duboué Er
- Wilkes Honors College, Florida Atlantic University, Jupiter, FL
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5
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Waalkes MR, Leathery M, Peck M, Barr A, Cunill A, Hageter J, Horstick EJ. Light wavelength modulates search behavior performance in zebrafish. Sci Rep 2024; 14:16533. [PMID: 39019915 PMCID: PMC11255219 DOI: 10.1038/s41598-024-67262-9] [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: 04/02/2024] [Accepted: 07/09/2024] [Indexed: 07/19/2024] Open
Abstract
Visual systems have evolved to discriminate between different wavelengths of light. The ability to perceive color, or specific light wavelengths, is important as color conveys crucial information about both biotic and abiotic features in the environment. Indeed, different wavelengths of light can drive distinct patterns of activity in the vertebrate brain, yet what remains incompletely understood is whether distinct wavelengths can invoke etiologically relevant behavioral changes. To address how specific wavelengths in the visible spectrum modulate behavioral performance, we use larval zebrafish and a stereotypic light-search behavior. Prior work has shown that the cessation of light triggers a transitional light-search behavior, which we use to interrogate wavelength-dependent behavioral modulation. Using 8 narrow spectrum light sources in the visible range, we demonstrate that all wavelengths induce motor parameters consistent with search behavior, yet the magnitude of search behavior is spectrum sensitive and the underlying motor parameters are modulated in distinct patterns across short, medium, and long wavelengths. However, our data also establishes that not all motor features of search are impacted by wavelength. To define how wavelength modulates search performance, we performed additional assays with alternative wavelengths, dual wavelengths, and variable intensity. Last, we also tested blind larvae to resolve which components of wavelength dependent behavioral changes potentially include signaling from non-retinal photoreception. These findings have important implications as organisms can be exposed to varying wavelengths in laboratory and natural settings and therefore impose unique behavioral outputs.
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Affiliation(s)
- Matthew R Waalkes
- Department of Biology Morgantown, West Virginia University, Morgantown, WV, USA
| | - Maegan Leathery
- Department of Biology Morgantown, West Virginia University, Morgantown, WV, USA
| | - Madeline Peck
- Department of Biology Morgantown, West Virginia University, Morgantown, WV, USA
| | - Allison Barr
- Department of Biology Morgantown, West Virginia University, Morgantown, WV, USA
| | - Alexander Cunill
- Department of Biology Morgantown, West Virginia University, Morgantown, WV, USA
| | - John Hageter
- Department of Biology Morgantown, West Virginia University, Morgantown, WV, USA
| | - Eric J Horstick
- Department of Biology Morgantown, West Virginia University, Morgantown, WV, USA.
- Department of Neuroscience Morgantown, West Virginia University, Morgantown, WV, USA.
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6
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Schmidt AR, Placer HJ, Muhammad IM, Shephard R, Patrick RL, Saurborn T, Horstick EJ, Bergeron SA. Transcriptional control of visual neural circuit development by GS homeobox 1. PLoS Genet 2024; 20:e1011139. [PMID: 38669217 PMCID: PMC11051655 DOI: 10.1371/journal.pgen.1011139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 01/16/2024] [Indexed: 04/28/2024] Open
Abstract
As essential components of gene expression networks, transcription factors regulate neural circuit assembly. The homeobox transcription factor encoding gene, gs homeobox 1 (gsx1), is expressed in the developing visual system; however, no studies have examined its role in visual system formation. In zebrafish, retinal ganglion cell (RGC) axons that transmit visual information to the brain terminate in ten arborization fields (AFs) in the optic tectum (TeO), pretectum (Pr), and thalamus. Pretectal AFs (AF1-AF9) mediate distinct visual behaviors, yet we understand less about their development compared to AF10 in the TeO. Using gsx1 zebrafish mutants, immunohistochemistry, and transgenic lines, we observed that gsx1 is required for vesicular glutamate transporter, Tg(slc17a6b:DsRed), expression in the Pr, but not overall neuron number. gsx1 mutants have normal eye morphology, yet they exhibit impaired visual ability during prey capture. RGC axon volume in the gsx1 mutant Pr and TeO is reduced, and AF7 that is active during feeding is missing which is consistent with reduced hunting performance. Timed laser ablation of Tg(slc17a6b:DsRed)-positive cells reveals that they are necessary for AF7 formation. This work is the first to implicate gsx1 in establishing cell identity and functional neural circuits in the visual system.
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Affiliation(s)
- Alexandra R. Schmidt
- Department of Biology, West Virginia University, Morgantown, West Virgina, United States of America
| | - Haiden J. Placer
- Department of Biology, West Virginia University, Morgantown, West Virgina, United States of America
| | - Ishmael M. Muhammad
- Department of Biology, West Virginia University, Morgantown, West Virgina, United States of America
| | - Rebekah Shephard
- Department of Biology, West Virginia University, Morgantown, West Virgina, United States of America
| | - Regina L. Patrick
- Department of Biology, West Virginia University, Morgantown, West Virgina, United States of America
| | - Taylor Saurborn
- Department of Biology, West Virginia University, Morgantown, West Virgina, United States of America
| | - Eric J. Horstick
- Department of Biology, West Virginia University, Morgantown, West Virgina, United States of America
- Department of Neuroscience, West Virginia University, Morgantown, West Virgina, United States of America
| | - Sadie A. Bergeron
- Department of Biology, West Virginia University, Morgantown, West Virgina, United States of America
- Department of Neuroscience, West Virginia University, Morgantown, West Virgina, United States of America
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7
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Hageter J, Starkey J, Barr A, Huff JR, Horstick EJ. Protocol for controlling visual experience during zebrafish development and modulation of motor behavior. STAR Protoc 2023; 4:102636. [PMID: 37837624 PMCID: PMC10589883 DOI: 10.1016/j.xpro.2023.102636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 08/24/2023] [Accepted: 09/21/2023] [Indexed: 10/16/2023] Open
Abstract
Sensory experience instructs neurodevelopment and refines sensory processing. Here, we describe a minimally invasive protocol to immobilize zebrafish during early development to control visual experience. We describe how to prepare larvae for embedding in agarose at two separate timepoints in development. Then we describe how to build a behavior rig and use software to track zebrafish behaviors. Finally, we detail analyzing behavioral data to validate the protocol and determine outcomes of sensory dependent plasticity. For complete details on the use and execution of this protocol, please refer to Hageter et al. (2023).1.
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Affiliation(s)
- John Hageter
- West Virginia University, Department of Biology, Morgantown, WV, USA.
| | - Jacob Starkey
- West Virginia University, Department of Biology, Morgantown, WV, USA
| | - Allison Barr
- West Virginia University, Department of Biology, Morgantown, WV, USA
| | - Johnathon R Huff
- West Virginia University, Department of Biology, Morgantown, WV, USA
| | - Eric J Horstick
- West Virginia University, Department of Biology, Morgantown, WV, USA; West Virginia University School of Medicine, Department of Neuroscience, Morgantown, WV, USA.
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8
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van der Westhuizen C, Botha TL, Finger-Baier K, Brouwer GD, Wolmarans DW. Contingency learning in zebrafish exposed to apomorphine- and levetiracetam. Behav Pharmacol 2023; 34:424-436. [PMID: 37578419 DOI: 10.1097/fbp.0000000000000750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Cognitive rigidity (CR) refers to inadequate executive adaptation in the face of changing circumstances. Increased CR is associated with a number of psychiatric disorders, for example, obsessive-compulsive disorder, and improving cognitive functioning by targeting CR in these conditions, may be fruitful. Levetiracetam (LEV), clinically used to treat epilepsy, may have pro-cognitive effects by restoring balance to neuronal signalling. To explore this possibility, we applied apomorphine (APO) exposure in an attempt to induce rigid cue-directed responses following a cue (visual pattern)-reward (social conspecifics) contingency learning phase and to assess the effects of LEV on such behaviours. Briefly, zebrafish were divided into four different 39-day-long exposure groups ( n = 9-10) as follows: control (CTRL), APO (100 µg/L), LEV (750 µg/L) and APO + LEV (100 µg/L + 750 µg/L). The main findings of this experiment were that 1) all four exposure groups performed similarly with respect to reward- and cue-directed learning over the first two study phases, 2) compared to the CTRL group, all drug interventions, but notably the APO + LEV combination, lowered the degree of reward-directed behaviour during a dissociated presentation of the cue and reward, and 3) temporal and spatial factors influenced the manner in which zebrafish responded to the presentation of the reward. Future studies are needed to explore the relevance of these findings for our understanding of the potential cognitive effects of LEV.
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Affiliation(s)
| | - Tarryn L Botha
- Water Research Group, Unit for Environmental Sciences and Management, North-West University, Potchefstroom
- Department of Zoology, University of Johannesburg, Johannesburg, South Africa
| | - Karin Finger-Baier
- Max Planck Institute of Neurobiology, now: Max Planck Institute for Biological Intelligence, Martinsried, Germany
| | - Geoffrey de Brouwer
- Centre of Excellence for Pharmaceutical Sciences, Faculty of Health, North-West University
| | - De Wet Wolmarans
- Centre of Excellence for Pharmaceutical Sciences, Faculty of Health, North-West University
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9
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Jacobs EAK, Ryu S. Larval zebrafish as a model for studying individual variability in translational neuroscience research. Front Behav Neurosci 2023; 17:1143391. [PMID: 37424749 PMCID: PMC10328419 DOI: 10.3389/fnbeh.2023.1143391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 05/22/2023] [Indexed: 07/11/2023] Open
Abstract
The larval zebrafish is a popular model for translational research into neurological and psychiatric disorders due to its conserved vertebrate brain structures, ease of genetic and experimental manipulation and small size and scalability to large numbers. The possibility of obtaining in vivo whole-brain cellular resolution neural data is contributing important advances into our understanding of neural circuit function and their relation to behavior. Here we argue that the larval zebrafish is ideally poised to push our understanding of how neural circuit function relates to behavior to the next level by including considerations of individual differences. Understanding variability across individuals is particularly relevant for tackling the variable presentations that neuropsychiatric conditions frequently show, and it is equally elemental if we are to achieve personalized medicine in the future. We provide a blueprint for investigating variability by covering examples from humans and other model organisms as well as existing examples from larval zebrafish. We highlight recent studies where variability may be hiding in plain sight and suggest how future studies can take advantage of existing paradigms for further exploring individual variability. We conclude with an outlook on how the field can harness the unique strengths of the zebrafish model to advance this important impending translational question.
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Affiliation(s)
- Elina A. K. Jacobs
- Institute of Human Genetics, University Medical Center of Johannes Gutenberg University Mainz, Mainz, Germany
| | - Soojin Ryu
- Institute of Human Genetics, University Medical Center of Johannes Gutenberg University Mainz, Mainz, Germany
- Living Systems Institute, Faculty of Health and Life Sciences, University of Exeter, Exeter, United Kingdom
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10
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Starkey J, Horstick EJ. Fish Hacks: Hybridizing Stand-Alone Zebrafish System Plumbing and Pumps to Extend and Improve Function. Zebrafish 2023; 20:122-125. [PMID: 37310180 PMCID: PMC10280213 DOI: 10.1089/zeb.2023.0011] [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] [Indexed: 06/14/2023] Open
Abstract
One of the greatest expenses in running a zebrafish laboratory is the aquatic systems used for housing. These critical pieces of equipment are essential and incorporate components undergoing constant activity in pumping water, monitoring, dosing, and filtration. The systems available on the market are robust, yet ongoing activity eventually leads to the need for repair or replacement. Moreover, some systems are no longer commercially available, impairing the ability to service this critical infrastructure. In this study, we demonstrate a do it yourself (DIY) method to re-engineer an aquatic system's pumps and plumbing, which hybridizes a system no longer commercially available with components used by active vendors. This transition from a two external pump Aquatic Habitat/Pentair design to an individual submerged pump Aquaneering-like plan saves funds by expanding infrastructure longevity. Our hybridized configuration has been in uninterrupted use for >3 years, supporting zebrafish health and high fecundity.
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Affiliation(s)
- Jacob Starkey
- Department of Biology, West Virginia University, Morgantown, West Virginia, USA
| | - Eric J. Horstick
- Department of Biology, West Virginia University, Morgantown, West Virginia, USA
- Department of Neuroscience, West Virginia University, Morgantown, West Virginia, USA
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11
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Hageter J, Starkey J, Horstick EJ. Thalamic regulation of a visual critical period and motor behavior. Cell Rep 2023; 42:112287. [PMID: 36952349 PMCID: PMC10514242 DOI: 10.1016/j.celrep.2023.112287] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 02/02/2023] [Accepted: 03/03/2023] [Indexed: 03/24/2023] Open
Abstract
During the visual critical period (CP), sensory experience refines the structure and function of visual circuits. The basis of this plasticity was long thought to be limited to cortical circuits, but recently described thalamic plasticity challenges this dogma and demonstrates greater complexity underlying visual plasticity. Yet how visual experience modulates thalamic neurons or how the thalamus modulates CP timing is incompletely understood. Using a larval zebrafish, thalamus-centric ocular dominance model, we show functional changes in the thalamus and a role of inhibitory signaling to establish CP timing using a combination of functional imaging, optogenetics, and pharmacology. Hemisphere-specific changes in genetically defined thalamic neurons correlate with changes in visuomotor behavior, establishing a role of thalamic plasticity in modulating motor performance. Our work demonstrates that visual plasticity is broadly conserved and that visual experience leads to neuron-level functional changes in the thalamus that require inhibitory signaling to establish critical period timing.
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Affiliation(s)
- John Hageter
- Department of Biology, West Virginia University, Morgantown, WV 26506, USA
| | - Jacob Starkey
- Department of Biology, West Virginia University, Morgantown, WV 26506, USA
| | - Eric J Horstick
- Department of Biology, West Virginia University, Morgantown, WV 26506, USA; Department of Neuroscience, West Virginia University, Morgantown, WV 26506, USA.
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12
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Starkey J, Hageter J, Kozol R, Emmerich K, Mumm JS, Dubou ER, Horstick EJ. Thalamic neurons drive distinct forms of motor asymmetry that are conserved in teleost and dependent on visual evolution. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.20.533538. [PMID: 36993391 PMCID: PMC10055245 DOI: 10.1101/2023.03.20.533538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Brain laterality is a prominent feature in Bilateria, where neural functions are favored in a single brain hemisphere. These hemispheric specializations are thought to improve behavioral performance and are commonly observed as sensory or motor asymmetries, such as handedness in humans. Despite its prevalence, our understanding of the neural and molecular substrates instructing functional lateralization is limited. Moreover, how functional lateralization is selected for or modulated throughout evolution is poorly understood. While comparative approaches offer a powerful tool for addressing this question, a major obstacle has been the lack of a conserved asymmetric behavior in genetically tractable organisms. Previously, we described a robust motor asymmetry in larval zebrafish. Following the loss of illumination, individuals show a persistent turning bias that is associated with search pattern behavior with underlying functional lateralization in the thalamus. This behavior permits a simple yet robust assay that can be used to address fundamental principles underlying lateralization in the brain across taxa. Here, we take a comparative approach and show that motor asymmetry is conserved across diverse larval teleost species, which have diverged over the past 200 million years. Using a combination of transgenic tools, ablation, and enucleation, we show that teleosts exhibit two distinct forms of motor asymmetry, vision-dependent and - independent. These asymmetries are directionally uncorrelated, yet dependent on the same subset of thalamic neurons. Lastly, we leverage Astyanax sighted and blind morphs, which show that fish with evolutionarily derived blindness lack both retinal-dependent and -independent motor asymmetries, while their sighted surface conspecifics retained both forms. Our data implicate that overlapping sensory systems and neuronal substrates drive functional lateralization in a vertebrate brain that are likely targets for selective modulation during evolution.
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Larbi MC, Messa G, Jalal H, Koutsikou S. An early midbrain sensorimotor pathway is involved in the timely initiation and direction of swimming in the hatchling Xenopus laevis tadpole. Front Neural Circuits 2022; 16:1027831. [PMID: 36619662 PMCID: PMC9810627 DOI: 10.3389/fncir.2022.1027831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 11/25/2022] [Indexed: 12/24/2022] Open
Abstract
Vertebrate locomotion is heavily dependent on descending control originating in the midbrain and subsequently influencing central pattern generators in the spinal cord. However, the midbrain neuronal circuitry and its connections with other brainstem and spinal motor circuits has not been fully elucidated. Vertebrates with very simple nervous system, like the hatchling Xenopus laevis tadpole, have been instrumental in unravelling fundamental principles of locomotion and its suspraspinal control. Here, we use behavioral and electrophysiological approaches in combination with lesions of the midbrain to investigate its contribution to the initiation and control of the tadpole swimming in response to trunk skin stimulation. None of the midbrain lesions studied here blocked the tadpole's sustained swim behavior following trunk skin stimulation. However, we identified that distinct midbrain lesions led to significant changes in the latency and trajectory of swimming. These changes could partly be explained by the increase in synchronous muscle contractions on the opposite sides of the tadpole's body and permanent deflection of the tail from its normal position, respectively. We conclude that the tadpole's embryonic trunk skin sensorimotor pathway involves the midbrain, which harbors essential neuronal circuitry to significantly contribute to the appropriate, timely and coordinated selection and execution of locomotion, imperative to the animal's survival.
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14
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Abstract
Nervous system assembly relies on a diversity of cellular processes ranging from dramatic tissue reorganization to local, subcellular changes all driven by precise molecular programs. Combined, these processes culminate in an animal's ability to plan and execute behaviors. Animal behavior can, therefore, serve as a functional readout of nervous system development. Benefitting from an expansive and growing set of molecular and imaging tools paired with an ever-growing number of assays of diverse behaviors, the zebrafish system has emerged as an outstanding platform at the intersection of nervous system assembly, plasticity and behavior. Here, we summarize recent advancements in the field, including how developing neural circuits are refined to shape complex behaviors and plasticity.
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Affiliation(s)
- Jessica C. Nelson
- Department of Cell and Developmental Biology, University of Colorado, Anschutz Medical Campus, Aurora, CO 80045, USA
- Department of Cell and Developmental Biology, University of Pennsylvania, Perelman School of Medicine, 421 Curie Blvd, Philadelphia, PA 19104, USA
| | - Michael Granato
- Department of Cell and Developmental Biology, University of Pennsylvania, Perelman School of Medicine, 421 Curie Blvd, Philadelphia, PA 19104, USA
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15
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Choi JH, Duboue ER, Macurak M, Chanchu JM, Halpern ME. Specialized neurons in the right habenula mediate response to aversive olfactory cues. eLife 2021; 10:e72345. [PMID: 34878403 PMCID: PMC8691842 DOI: 10.7554/elife.72345] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 12/07/2021] [Indexed: 12/27/2022] Open
Abstract
Hemispheric specializations are well studied at the functional level but less is known about the underlying neural mechanisms. We identified a small cluster of cholinergic neurons in the dorsal habenula (dHb) of zebrafish, defined by their expression of the lecithin retinol acyltransferase domain containing 2 a (lratd2a) gene and their efferent connections with a subregion of the ventral interpeduncular nucleus (vIPN). The lratd2a-expressing neurons in the right dHb are innervated by a subset of mitral cells from both the left and right olfactory bulb and are activated upon exposure to the odorant cadaverine that is repellent to adult zebrafish. Using an intersectional strategy to drive expression of the botulinum neurotoxin specifically in these neurons, we find that adults no longer show aversion to cadaverine. Mutants with left-isomerized dHb that lack these neurons are also less repelled by cadaverine and their behavioral response to alarm substance, a potent aversive cue, is diminished. However, mutants in which both dHb have right identity appear more reactive to alarm substance. The results implicate an asymmetric dHb-vIPN neural circuit in the processing of repulsive olfactory cues and in modulating the resultant behavioral response.
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Affiliation(s)
- Jung-Hwa Choi
- Carnegie Institution for Science, Department of EmbryologyBaltimoreUnited States
| | - Erik R Duboue
- Jupiter Life Science Initiative, Florida Atlantic UniversityJupiterUnited States
- Wilkes Honors College, Florida Atlantic UniversityJupiterUnited States
| | - Michelle Macurak
- Carnegie Institution for Science, Department of EmbryologyBaltimoreUnited States
| | - Jean-Michel Chanchu
- Carnegie Institution for Science, Department of EmbryologyBaltimoreUnited States
| | - Marnie E Halpern
- Carnegie Institution for Science, Department of EmbryologyBaltimoreUnited States
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16
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Hageter J, Waalkes M, Starkey J, Copeland H, Price H, Bays L, Showman C, Laverty S, Bergeron SA, Horstick EJ. Environmental and Molecular Modulation of Motor Individuality in Larval Zebrafish. Front Behav Neurosci 2021; 15:777778. [PMID: 34938167 PMCID: PMC8685292 DOI: 10.3389/fnbeh.2021.777778] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 11/17/2021] [Indexed: 11/21/2022] Open
Abstract
Innate behavioral biases such as human handedness are a ubiquitous form of inter-individual variation that are not strictly hardwired into the genome and are influenced by diverse internal and external cues. Yet, genetic and environmental factors modulating behavioral variation remain poorly understood, especially in vertebrates. To identify genetic and environmental factors that influence behavioral variation, we take advantage of larval zebrafish light-search behavior. During light-search, individuals preferentially turn in leftward or rightward loops, in which directional bias is sustained and non-heritable. Our previous work has shown that bias is maintained by a habenula-rostral PT circuit and genes associated with Notch signaling. Here we use a medium-throughput recording strategy and unbiased analysis to show that significant individual to individual variation exists in wildtype larval zebrafish turning preference. We classify stable left, right, and unbiased turning types, with most individuals exhibiting a directional preference. We show unbiased behavior is not due to a loss of photo-responsiveness but reduced persistence in same-direction turning. Raising larvae at elevated temperature selectively reduces the leftward turning type and impacts rostral PT neurons, specifically. Exposure to conspecifics, variable salinity, environmental enrichment, and physical disturbance does not significantly impact inter-individual turning bias. Pharmacological manipulation of Notch signaling disrupts habenula development and turn bias individuality in a dose dependent manner, establishing a direct role of Notch signaling. Last, a mutant allele of a known Notch pathway affecter gene, gsx2, disrupts turn bias individuality, implicating that brain regions independent of the previously established habenula-rostral PT likely contribute to inter-individual variation. These results establish that larval zebrafish is a powerful vertebrate model for inter-individual variation with established neural targets showing sensitivity to specific environmental and gene signaling disruptions. Our results provide new insight into how variation is generated in the vertebrate nervous system.
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Affiliation(s)
- John Hageter
- Department of Biology, West Virginia University, Morgantown, WV, United States
| | - Matthew Waalkes
- Department of Biology, West Virginia University, Morgantown, WV, United States
| | - Jacob Starkey
- Department of Biology, West Virginia University, Morgantown, WV, United States
| | - Haylee Copeland
- Department of Biology, West Virginia University, Morgantown, WV, United States
| | - Heather Price
- Department of Biology, West Virginia University, Morgantown, WV, United States
| | - Logan Bays
- Department of Biology, West Virginia University, Morgantown, WV, United States
| | - Casey Showman
- Department of Biology, West Virginia University, Morgantown, WV, United States
| | - Sean Laverty
- Department of Mathematics and Statistics, University of Central Oklahoma, Edmond, OK, United States
| | - Sadie A. Bergeron
- Department of Biology, West Virginia University, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University, Morgantown, WV, United States
| | - Eric J. Horstick
- Department of Biology, West Virginia University, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University, Morgantown, WV, United States
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17
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Kourakis MJ, Bostwick M, Zabriskie A, Smith WC. Disruption of left-right axis specification in Ciona induces molecular, cellular, and functional defects in asymmetric brain structures. BMC Biol 2021; 19:141. [PMID: 34256748 PMCID: PMC8276506 DOI: 10.1186/s12915-021-01075-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 06/17/2021] [Indexed: 11/28/2022] Open
Abstract
Background Left-right asymmetries are a common feature of metazoans and can be found in a number of organs including the nervous system. These asymmetries are particularly pronounced in the simple central nervous system (CNS) of the swimming tadpole larva of the tunicate Ciona, which displays a chordate ground plan. While common pathway elements for specifying the left/right axis are found among chordates, particularly a requirement for Nodal signaling, Ciona differs temporally from its vertebrate cousins by specifying its axis at the neurula stage, rather than at gastrula. Additionally, Ciona and other ascidians require an intact chorionic membrane for proper left-right specification. Whether such differences underlie distinct specification mechanisms between tunicates and vertebrates will require broad understanding of their influence on CNS formation. Here, we explore the consequences of disrupting left-right axis specification on Ciona larval CNS cellular anatomy, gene expression, synaptic connectivity, and behavior. Results We show that left-right asymmetry disruptions caused by removal of the chorion (dechorionation) are highly variable and present throughout the Ciona larval nervous system. While previous studies have documented disruptions to the conspicuously asymmetric sensory systems in the anterior brain vesicle, we document asymmetries in seemingly symmetric structures such as the posterior brain vesicle and motor ganglion. Moreover, defects caused by dechorionation include misplaced or absent neuron classes, loss of asymmetric gene expression, aberrant synaptic projections, and abnormal behaviors. In the motor ganglion, a brain structure that has been equated with the vertebrate hindbrain, we find that despite the apparent left-right symmetric distribution of interneurons and motor neurons, AMPA receptors are expressed exclusively on the left side, which equates with asymmetric swimming behaviors. We also find that within a population of dechorionated larvae, there is a small percentage with apparently normal left-right specification and approximately equal population with inverted (mirror-image) asymmetry. We present a method based on a behavioral assay for isolating these larvae. When these two classes of larvae (normal and inverted) are assessed in a light dimming assay, they display mirror-image behaviors, with normal larvae responding with counterclockwise swims, while inverted larvae respond with clockwise swims. Conclusions Our findings highlight the importance of left-right specification pathways not only for proper CNS anatomy, but also for correct synaptic connectivity and behavior. Supplementary Information The online version contains supplementary material available at 10.1186/s12915-021-01075-4.
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Affiliation(s)
- Matthew J Kourakis
- Neuroscience Research Institute, University of California, Santa Barbara, CA, 93106, USA
| | - Michaela Bostwick
- College of Creative Studies, University of California, Santa Barbara, CA, 93106, USA
| | - Amanda Zabriskie
- Department of Molecular, Cell and Developmental Biology, University of California, Santa Barbara, CA, 93106, USA
| | - William C Smith
- Neuroscience Research Institute, University of California, Santa Barbara, CA, 93106, USA. .,Department of Molecular, Cell and Developmental Biology, University of California, Santa Barbara, CA, 93106, USA.
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18
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Xu J, Casanave R, Guo S. Larval zebrafish display dynamic learning of aversive stimuli in a constant visual surrounding. ACTA ACUST UNITED AC 2021; 28:228-238. [PMID: 34131054 PMCID: PMC8212779 DOI: 10.1101/lm.053425.121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 05/03/2021] [Indexed: 11/24/2022]
Abstract
Balancing exploration and anti-predation are fundamental to the fitness and survival of all animal species from early life stages. How these basic survival instincts drive learning remains poorly understood. Here, using a light/dark preference paradigm with well-controlled luminance history and constant visual surrounding in larval zebrafish, we analyzed intra- and intertrial dynamics for two behavioral components, dark avoidance and center avoidance. We uncover that larval zebrafish display short-term learning of dark avoidance with initial sensitization followed by habituation; they also exhibit long-term learning that is sensitive to trial interval length. We further show that such stereotyped learning patterns is stimulus-specific, as they are not observed for center avoidance. Finally, we demonstrate at individual levels that long-term learning is under homeostatic control. Together, our work has established a novel paradigm to understand learning, uncovered sequential sensitization and habituation, and demonstrated stimulus specificity, individuality, as well as dynamicity in learning.
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Affiliation(s)
- Jiale Xu
- Department of Bioengineering and Therapeutic Sciences, University of California at San Francisico, San Francisco, California 94158, USA
| | - Romelo Casanave
- Department of Bioengineering and Therapeutic Sciences, University of California at San Francisico, San Francisco, California 94158, USA
| | - Su Guo
- Department of Bioengineering and Therapeutic Sciences, University of California at San Francisico, San Francisco, California 94158, USA.,Program in Human Genetics, University of California at San Francisco, San Francisco, California 94158, USA.,Program in Biological Sciences, University of California at San Francisco, San Francisco, California 94158, USA
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Watanabe H, Nosova O, Sarkisyan D, Storm Andersen M, Carvalho L, Galatenko V, Bazov I, Lukoyanov N, Maia GH, Hallberg M, Zhang M, Schouenborg J, Bakalkin G. Left-Right Side-Specific Neuropeptide Mechanism Mediates Contralateral Responses to a Unilateral Brain Injury. eNeuro 2021; 8:ENEURO.0548-20.2021. [PMID: 33903183 PMCID: PMC8152370 DOI: 10.1523/eneuro.0548-20.2021] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 03/14/2021] [Accepted: 04/01/2021] [Indexed: 12/19/2022] Open
Abstract
Neuropeptides are implicated in control of lateralized processes in the brain. A unilateral brain injury (UBI) causes the contralesional sensorimotor deficits. To examine whether opioid neuropeptides mediate UBI induced asymmetric processes we compared effects of opioid antagonists on the contralesional and ipsilesional hindlimb responses to the left-sided and right-sided injury in rats. UBI induced hindlimb postural asymmetry (HL-PA) with the contralesional hindlimb flexion, and activated contralesional withdrawal reflex of extensor digitorum longus (EDL) evoked by electrical stimulation and recorded with EMG technique. No effects on the interossei (Int) and peroneaus longus (PL) were evident. The general opioid antagonist naloxone blocked postural effects, did not change EDL asymmetry while uncovered cryptic asymmetry in the PL and Int reflexes induced by UBI. Thus, the spinal opioid system may either mediate or counteract the injury effects. Strikingly, effects of selective opioid antagonists were the injury side-specific. The μ-antagonist β-funaltrexamine (FNA) and κ-antagonist nor-binaltorphimine (BNI) reduced postural asymmetry after the right but not left UBI. In contrast, the δ-antagonist naltrindole (NTI) inhibited HL-PA after the left but not right-side brain injury. The opioid gene expression and opioid peptides were lateralized in the lumbar spinal cord, and coordination between expression of the opioid and neuroplasticity-related genes was impaired by UBI that together may underlie the side-specific effects of the antagonists. We suggest that mirror-symmetric neural circuits that mediate effects of left and right brain injury on the contralesional hindlimbs are differentially controlled by the lateralized opioid system.
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Affiliation(s)
- Hiroyuki Watanabe
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden, 751 24
| | - Olga Nosova
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden, 751 24
| | - Daniil Sarkisyan
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden, 751 24
| | | | - Liliana Carvalho
- Departamento de Biomedicina da Faculdade de Medicina da Universidade do Porto, Instituto de Investigação e Inovação em Saúde, Instituto de Biologia Molecular e Celular, Porto, Portugal, 4200-135
| | - Vladimir Galatenko
- Faculty of Mechanics and Mathematics, Lomonosov Moscow State University, Moscow, Russia, 119991
| | - Igor Bazov
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden, 751 24
| | - Nikolay Lukoyanov
- Departamento de Biomedicina da Faculdade de Medicina da Universidade do Porto, Instituto de Investigação e Inovação em Saúde, Instituto de Biologia Molecular e Celular, Porto, Portugal, 4200-135
- Medibrain, Vila do Conde, Porto, Portugal, 4480-807
- Brain Research Institute, Porto, Portugal, 4200-135
| | - Gisela H Maia
- Medibrain, Vila do Conde, Porto, Portugal, 4480-807
- Brain Research Institute, Porto, Portugal, 4200-135
- Departamento de Biomedicina da Faculdade de Medicina da Universidade do Porto, Instituto de Investigação e Inovação em Saúde, Instituto de Biologia Molecular e Celular, Porto, Portugal, 4200-135
| | - Mathias Hallberg
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden, 751 24
| | - Mengliang Zhang
- Department of Molecular Medicine, University of Southern Denmark, Odense, Denmark, 5230
- Neuronano Research Center, Department of Experimental Medical Science, Lund University, Lund, Sweden, 223 81
| | - Jens Schouenborg
- Neuronano Research Center, Department of Experimental Medical Science, Lund University, Lund, Sweden, 223 81
| | - Georgy Bakalkin
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden, 751 24
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Joo W, Vivian MD, Graham BJ, Soucy ER, Thyme SB. A Customizable Low-Cost System for Massively Parallel Zebrafish Behavioral Phenotyping. Front Behav Neurosci 2021; 14:606900. [PMID: 33536882 PMCID: PMC7847893 DOI: 10.3389/fnbeh.2020.606900] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 12/10/2020] [Indexed: 01/09/2023] Open
Abstract
High-throughput behavioral phenotyping is critical to genetic or chemical screening approaches. Zebrafish larvae are amenable to high-throughput behavioral screening because of their rapid development, small size, and conserved vertebrate brain architecture. Existing commercial behavioral phenotyping systems are expensive and not easily modified for new assays. Here, we describe a modular, highly adaptable, and low-cost system. Along with detailed assembly and operation instructions, we provide data acquisition software and a robust, parallel analysis pipeline. We validate our approach by analyzing stimulus response profiles in larval zebrafish, confirming prepulse inhibition phenotypes of two previously isolated mutants, and highlighting best practices for growing larvae prior to behavioral testing. Our new design thus allows rapid construction and streamlined operation of many large-scale behavioral setups with minimal resources and fabrication expertise, with broad applications to other aquatic organisms.
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Affiliation(s)
- William Joo
- Biozentrum, University of Basel, Basel, Switzerland
| | - Michael D. Vivian
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Brett J. Graham
- Center for Brain Science, Harvard University, Cambridge, MA, United States
| | - Edward R. Soucy
- Center for Brain Science, Harvard University, Cambridge, MA, United States
| | - Summer B. Thyme
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL, United States
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21
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Asymmetry of turning behavior in rats is modulated by early life stress. Behav Brain Res 2020; 393:112807. [DOI: 10.1016/j.bbr.2020.112807] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 07/07/2020] [Accepted: 07/10/2020] [Indexed: 12/23/2022]
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