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Kölsch Y, Hahn J, Sappington A, Stemmer M, Fernandes AM, Helmbrecht TO, Lele S, Butrus S, Laurell E, Arnold-Ammer I, Shekhar K, Sanes JR, Baier H. Molecular classification of zebrafish retinal ganglion cells links genes to cell types to behavior. Neuron 2021; 109:645-662.e9. [PMID: 33357413 PMCID: PMC7897282 DOI: 10.1016/j.neuron.2020.12.003] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 11/09/2020] [Accepted: 12/01/2020] [Indexed: 12/12/2022]
Abstract
Retinal ganglion cells (RGCs) form an array of feature detectors, which convey visual information to central brain regions. Characterizing RGC diversity is required to understand the logic of the underlying functional segregation. Using single-cell transcriptomics, we systematically classified RGCs in adult and larval zebrafish, thereby identifying marker genes for >30 mature types and several developmental intermediates. We used this dataset to engineer transgenic driver lines, enabling specific experimental access to a subset of RGC types. Expression of one or few transcription factors often predicts dendrite morphologies and axonal projections to specific tectal layers and extratectal targets. In vivo calcium imaging revealed that molecularly defined RGCs exhibit specific functional tuning. Finally, chemogenetic ablation of eomesa+ RGCs, which comprise melanopsin-expressing types with projections to a small subset of central targets, selectively impaired phototaxis. Together, our study establishes a framework for systematically studying the functional architecture of the visual system.
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Affiliation(s)
- Yvonne Kölsch
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, 82152 Martinsried, Germany; Graduate School of Systemic Neurosciences, Ludwig Maximilian University, 82152 Martinsried, Germany
| | - Joshua Hahn
- Department of Chemical and Biomolecular Engineering, UC Berkeley, Berkeley, CA 94720, USA
| | - Anna Sappington
- Department of Electrical Engineering and Computer Science, MIT, Cambridge, MA 02139, USA
| | - Manuel Stemmer
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, 82152 Martinsried, Germany
| | - António M Fernandes
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, 82152 Martinsried, Germany
| | - Thomas O Helmbrecht
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, 82152 Martinsried, Germany
| | - Shriya Lele
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, 82152 Martinsried, Germany
| | - Salwan Butrus
- Department of Chemical and Biomolecular Engineering, UC Berkeley, Berkeley, CA 94720, USA
| | - Eva Laurell
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, 82152 Martinsried, Germany
| | - Irene Arnold-Ammer
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, 82152 Martinsried, Germany
| | - Karthik Shekhar
- Department of Chemical and Biomolecular Engineering, UC Berkeley, Berkeley, CA 94720, USA; Helen Wills Neuroscience Institute, California Institute for Quantitative Biosciences, QB3, Center for Computational Biology, UC Berkeley, Berkeley, CA 94720, USA.
| | - Joshua R Sanes
- Center for Brain Science and Department of Molecular and Cell Biology, Harvard University, Cambridge, MA 02138, USA.
| | - Herwig Baier
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, 82152 Martinsried, Germany.
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Fernandes AM, Mearns DS, Donovan JC, Larsch J, Helmbrecht TO, Kölsch Y, Laurell E, Kawakami K, Dal Maschio M, Baier H. Neural circuitry for stimulus selection in the zebrafish visual system. Neuron 2020; 109:805-822.e6. [PMID: 33357384 DOI: 10.1016/j.neuron.2020.12.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 11/09/2020] [Accepted: 12/02/2020] [Indexed: 11/15/2022]
Abstract
When navigating the environment, animals need to prioritize responses to the most relevant stimuli. Although a theoretical framework for selective visual attention exists, its circuit implementation has remained obscure. Here we investigated how larval zebrafish select between simultaneously presented visual stimuli. We found that a mix of winner-take-all (WTA) and averaging strategies best simulates behavioral responses. We identified two circuits whose activity patterns predict the relative saliencies of competing visual objects. Stimuli presented to only one eye are selected by WTA computation in the inner retina. Binocularly presented stimuli, on the other hand, are processed by reciprocal, bilateral connections between the nucleus isthmi (NI) and the tectum. This interhemispheric computation leads to WTA or averaging responses. Optogenetic stimulation and laser ablation of NI neurons disrupt stimulus selection and behavioral action selection. Thus, depending on the relative locations of competing stimuli, a combination of retinotectal and isthmotectal circuits enables selective visual attention.
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Affiliation(s)
- António M Fernandes
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany
| | - Duncan S Mearns
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany; Gradute School of Systemic Neurosciences, LMU BioCenter, Grosshaderner Strasse 2, 82152 Martinsried, Germany
| | - Joseph C Donovan
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany
| | - Johannes Larsch
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany
| | - Thomas O Helmbrecht
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany; Gradute School of Systemic Neurosciences, LMU BioCenter, Grosshaderner Strasse 2, 82152 Martinsried, Germany
| | - Yvonne Kölsch
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany; Gradute School of Systemic Neurosciences, LMU BioCenter, Grosshaderner Strasse 2, 82152 Martinsried, Germany
| | - Eva Laurell
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany
| | - Koichi Kawakami
- Laboratory of Molecular and Developmental Biology, National Institute of Genetics, Department of Genetics, SOKENDAI (The Graduate University for Advanced Studies), Mishima, Shizuoka 411-8540, Japan
| | - Marco Dal Maschio
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany
| | - Herwig Baier
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany.
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Barker AJ, Helmbrecht TO, Grob AA, Baier H. Functional, molecular and morphological heterogeneity of superficial interneurons in the larval zebrafish tectum. J Comp Neurol 2020; 529:2159-2175. [PMID: 33278028 DOI: 10.1002/cne.25082] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 11/27/2020] [Accepted: 11/30/2020] [Indexed: 11/08/2022]
Abstract
The superficial interneurons, SINs, of the zebrafish tectum, have been implicated in a range of visual functions, including size discrimination, directional selectivity, and looming-evoked escape. This raises the question if SIN subpopulations, despite their morphological similarities and shared anatomical position in the retinotectal processing stream, carry out diverse, task-specific functions in visual processing, or if they have simple tuning properties in common. Here we have further characterized the SINs through functional imaging, electrophysiological recordings, and neurotransmitter typing in two transgenic lines, the widely used Gal4s1156t and the recently reported LCRRH2-RH2-2:GFP. We found that about a third of the SINs strongly responded to changes in whole-field light levels, with a strong preference for OFF over ON stimuli. Interestingly, individual SINs were selectively tuned to a diverse range of narrow luminance decrements. Overall responses to whole-field luminance steps did not vary with the position of the SIN cell body along the depth of the tectal neuropil or with the orientation of its neurites. We ruled out the possibility that intrinsic photosensitivity of Gal4s1156t+ SINs contribute to the measured visual responses. We found that, while most SINs express GABAergic markers, a substantial minority express an excitatory neuronal marker, the vesicular glutamate transporter, expanding the possible roles of SIN function in the tectal circuitry. In conclusion, SINs represent a molecularly, morphologically, and functionally heterogeneous class of interneurons, with subpopulations that detect a range of specific visual features, to which we have now added narrow luminance decrements.
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Affiliation(s)
- Alison J Barker
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, Munich, Germany
| | - Thomas O Helmbrecht
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, Munich, Germany
| | - Aurélien A Grob
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, Munich, Germany
| | - Herwig Baier
- Department Genes-Circuits-Behavior, Max Planck Institute of Neurobiology, Munich, Germany
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Förster D, Helmbrecht TO, Mearns DS, Jordan L, Mokayes N, Baier H. Retinotectal circuitry of larval zebrafish is adapted to detection and pursuit of prey. eLife 2020; 9:e58596. [PMID: 33044168 PMCID: PMC7550190 DOI: 10.7554/elife.58596] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 09/07/2020] [Indexed: 12/22/2022] Open
Abstract
Retinal axon projections form a map of the visual environment in the tectum. A zebrafish larva typically detects a prey object in its peripheral visual field. As it turns and swims towards the prey, the stimulus enters the central, binocular area, and seemingly expands in size. By volumetric calcium imaging, we show that posterior tectal neurons, which serve to detect prey at a distance, tend to respond to small objects and intrinsically compute their direction of movement. Neurons in anterior tectum, where the prey image is represented shortly before the capture strike, are tuned to larger object sizes and are frequently not direction-selective, indicating that mainly interocular comparisons serve to compute an object's movement at close range. The tectal feature map originates from a linear combination of diverse, functionally specialized, lamina-specific, and topographically ordered retinal ganglion cell synaptic inputs. We conclude that local cell-type composition and connectivity across the tectum are adapted to the processing of location-dependent, behaviorally relevant object features.
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Affiliation(s)
- Dominique Förster
- Max Planck Institute of Neurobiology, Department Genes – Circuits – BehaviorMartinsriedGermany
| | - Thomas O Helmbrecht
- Max Planck Institute of Neurobiology, Department Genes – Circuits – BehaviorMartinsriedGermany
- Graduate School of Systemic Neurosciences, LMU BioCenterMartinsriedGermany
| | - Duncan S Mearns
- Max Planck Institute of Neurobiology, Department Genes – Circuits – BehaviorMartinsriedGermany
- Graduate School of Systemic Neurosciences, LMU BioCenterMartinsriedGermany
| | - Linda Jordan
- Max Planck Institute of Neurobiology, Department Genes – Circuits – BehaviorMartinsriedGermany
| | - Nouwar Mokayes
- Max Planck Institute of Neurobiology, Department Genes – Circuits – BehaviorMartinsriedGermany
| | - Herwig Baier
- Max Planck Institute of Neurobiology, Department Genes – Circuits – BehaviorMartinsriedGermany
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Helmbrecht TO, dal Maschio M, Donovan JC, Koutsouli S, Baier H. Topography of a Visuomotor Transformation. Neuron 2018; 100:1429-1445.e4. [DOI: 10.1016/j.neuron.2018.10.021] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 08/31/2018] [Accepted: 10/09/2018] [Indexed: 01/07/2023]
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Förster D, Arnold-Ammer I, Laurell E, Barker AJ, Fernandes AM, Finger-Baier K, Filosa A, Helmbrecht TO, Kölsch Y, Kühn E, Robles E, Slanchev K, Thiele TR, Baier H, Kubo F. Genetic targeting and anatomical registration of neuronal populations in the zebrafish brain with a new set of BAC transgenic tools. Sci Rep 2017; 7:5230. [PMID: 28701772 PMCID: PMC5507991 DOI: 10.1038/s41598-017-04657-x] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 05/19/2017] [Indexed: 11/20/2022] Open
Abstract
Genetic access to small, reproducible sets of neurons is key to an understanding of the functional wiring of the brain. Here we report the generation of a new Gal4- and Cre-driver resource for zebrafish neurobiology. Candidate genes, including cell type-specific transcription factors, neurotransmitter-synthesizing enzymes and neuropeptides, were selected according to their expression patterns in small and unique subsets of neurons from diverse brain regions. BAC recombineering, followed by Tol2 transgenesis, was used to generate driver lines that label neuronal populations in patterns that, to a large but variable extent, recapitulate the endogenous gene expression. We used image registration to characterize, compare, and digitally superimpose the labeling patterns from our newly generated transgenic lines. This analysis revealed highly restricted and mutually exclusive tissue distributions, with striking resolution of layered brain regions such as the tectum or the rhombencephalon. We further show that a combination of Gal4 and Cre transgenes allows intersectional expression of a fluorescent reporter in regions where the expression of the two drivers overlaps. Taken together, our study offers new tools for functional studies of specific neural circuits in zebrafish.
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Affiliation(s)
- Dominique Förster
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Irene Arnold-Ammer
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Eva Laurell
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Alison J Barker
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany.,Max-Delbrück Center for Molecular Medicine, Berlin, Germany
| | - António M Fernandes
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Karin Finger-Baier
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Alessandro Filosa
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany.,Max-Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Thomas O Helmbrecht
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Yvonne Kölsch
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Enrico Kühn
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Estuardo Robles
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany.,Department of Biological Sciences, Purdue University, West Lafayette, USA
| | - Krasimir Slanchev
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany
| | - Tod R Thiele
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany.,Department of Biological Sciences, University of Toronto Scarborough, Toronto, Canada
| | - Herwig Baier
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany.
| | - Fumi Kubo
- Max Planck Institute of Neurobiology, Department Genes - Circuits - Behavior, Am Klopferspitz 18, D-82152, Martinsried, Germany.
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dal Maschio M, Donovan JC, Helmbrecht TO, Baier H. Linking Neurons to Network Function and Behavior by Two-Photon Holographic Optogenetics and Volumetric Imaging. Neuron 2017; 94:774-789.e5. [DOI: 10.1016/j.neuron.2017.04.034] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 03/29/2017] [Accepted: 04/21/2017] [Indexed: 10/19/2022]
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