@article {68812, title = {A viral toolbox for conditional and transneuronal gene expression in zebrafish}, journal = {eLife}, volume = {11}, year = {2022}, month = {07/2022}, pages = {e77153}, abstract = {

The zebrafish is an important model in systems neuroscience but viral tools to dissect the structure and function of neuronal circuitry are not established. We developed methods for efficient gene transfer and retrograde tracing in adult and larval zebrafish by herpes simplex viruses (HSV1). HSV1 was combined with the Gal4/UAS system to target cell types with high spatial, temporal, and molecular specificity. We also established methods for efficient transneuronal tracing by modified rabies viruses in zebrafish. We demonstrate that HSV1 and rabies viruses can be used to visualize and manipulate genetically or anatomically identified neurons within and across different brain areas of adult and larval zebrafish. An expandable library of viruses is provided to express fluorescent proteins, calcium indicators, optogenetic probes, toxins and other molecular tools. This toolbox creates new opportunities to interrogate neuronal circuits in zebrafish through combinations of genetic and viral approaches.

}, keywords = {Gene Transfer, Imaging, neuronal circuit, viral vector}, issn = {2050-084X}, doi = {10.7554/eLife.77153}, url = {https://doi.org/10.7554/eLife.77153}, author = {Satou, Chie and Neve, Rachael L and Oyibo, Hassana K and Zmarz, Pawel and Huang, Kuo-Hua and Arn Bouldoires, Estelle and Mori, Takuma and Higashijima, Shin-Ichi and Keller, Georg B and Friedrich, Rainer W}, editor = {Bagnall, Martha W and Stainier, Didier YR and Jin, Lei} } @article {68818, title = {Associative conditioning remaps odor representations and modifies inhibition in a higher olfactory brain area.}, journal = {Nat Neurosci}, volume = {22}, year = {2019}, month = {11/2019}, pages = {1844-1856}, abstract = {

Intelligent behavior involves associations between high-dimensional sensory representations and behaviorally relevant qualities such as valence. Learning of associations involves plasticity of excitatory connectivity, but it remains poorly understood how information flow is reorganized in networks and how inhibition contributes to this process. We trained adult zebrafish in an appetitive odor discrimination task and analyzed odor representations in a specific compartment of the posterior zone of the dorsal telencephalon (Dp), the homolog of mammalian olfactory cortex. Associative conditioning enhanced responses with a preference for the positively conditioned odor. Moreover, conditioning systematically remapped odor representations along an axis in coding space that represented attractiveness (valence). Interindividual variations in this mapping predicted variations in behavioral odor preference. Photoinhibition of interneurons resulted in specific modifications of odor representations that mirrored effects of conditioning and reduced experience-dependent, interindividual variations in odor-valence mapping. These results reveal an individualized odor-to-valence map that is shaped by inhibition and reorganized during learning.

}, keywords = {Animals, Animals, Genetically Modified, Association Learning, Brain Mapping, Discrimination Learning, Female, Individuality, Male, Neural Inhibition, Odorants, Olfactory Cortex, Olfactory Perception, Zebrafish}, issn = {1546-1726}, doi = {10.1038/s41593-019-0495-z}, author = {Frank, Thomas and M{\"o}nig, Nila R and Satou, Chie and Higashijima, Shin-Ichi and Friedrich, Rainer W} } @article {48836, title = {Community-based benchmarking improves spike inference from two-photon calcium imaging data.}, journal = {PLoS Computational Biology}, volume = {14}, year = {2017}, month = {2018 May 21}, pages = {e1006157}, abstract = {

In recent years, two-photon calcium imaging has become a standard tool to probe the function of neural circuits and to study computations in neuronal populations. However, the acquired signal is only an indirect measurement of neural activity due to the comparatively slow dynamics of fluorescent calcium indicators. Different algorithms for estimating spike rates from noisy calcium measurements have been proposed in the past, but it is an open question how far performance can be improved. Here, we report the results of the spikefinder challenge, launched to catalyze the development of new spike rate inference algorithms through crowd-sourcing. We present ten of the submitted algorithms which show improved performance compared to previously evaluated methods. Interestingly, the top-performing algorithms are based on a wide range of principles from deep neural networks to generative models, yet provide highly correlated estimates of the neural activity. The competition shows that benchmark challenges can drive algorithmic developments in neuroscience.

}, doi = {10.1371/journal.pcbi.1006157}, author = {Berens, Philipp and Freeman, Jeremy and Deneux, Thomas and Chenkov, Nicolay and McColgan, Thomas and Speiser, Artur and Macke, Jakob H and Turaga, Srinivas C and Mineault, Patrick and Rupprecht, Peter and Gerhard, Stephan and Friedrich, Rainer W and Friedrich, Johannes and Paninski, Liam and Pachitariu, Marius and Harris, Kenneth D and Bolte, Ben and Machado, Timothy A and Ringach, Dario and etal} } @article {6511, title = {Illuminating vertebrate olfactory processing.}, journal = {The Journal of Neuroscience: The Official Journal of the Society for Neuroscience}, volume = {32}, year = {2012}, month = {2012 Oct 10}, pages = {14102-8}, abstract = {

The olfactory system encodes information about molecules by spatiotemporal patterns of activity across distributed populations of neurons and extracts information from these patterns to control specific behaviors. Recent studies used in vivo recordings, optogenetics, and other methods to analyze the mechanisms by which odor information is encoded and processed in the olfactory system, the functional connectivity within and between olfactory brain areas, and the impact of spatiotemporal patterning of neuronal activity on higher-order neurons and behavioral outputs. The results give rise to a faceted picture of olfactory processing and provide insights into fundamental mechanisms underlying neuronal computations. This review focuses on some of this work presented in a Mini-Symposium at the Annual Meeting of the Society for Neuroscience in 2012.

}, keywords = {Animals, Humans, Odors, Olfactory Bulb, Olfactory Pathways, Olfactory Receptor Neurons, Optogenetics}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.3328-12.2012}, author = {Spors, Hartwig and Albeanu, Dinu Florin and Murthy, Venkatesh N and Rinberg, Dmitry and Uchida, Naoshige and Wachowiak, Matt and Friedrich, Rainer W} }