1
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Jones RA, Cooper F, Kelly G, Barry D, Renshaw MJ, Sapkota G, Smith JC. Zebrafish reveal new roles for Fam83f in hatching and the DNA damage-mediated autophagic response. Open Biol 2024; 14:240194. [PMID: 39437839 PMCID: PMC11495952 DOI: 10.1098/rsob.240194] [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: 07/11/2024] [Revised: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 10/25/2024] Open
Abstract
The FAM83 (Family with sequence similarity 83) family is highly conserved in vertebrates, but little is known of the functions of these proteins beyond their association with oncogenesis. Of the family, FAM83F is of particular interest because it is the only membrane-targeted FAM83 protein. When overexpressed, FAM83F activates the canonical Wnt signalling pathway and binds to and stabilizes p53; it therefore interacts with two pathways often dysregulated in disease. Insights into gene function can often be gained by studying the roles they play during development, and here we report the generation of fam83f knock-out (KO) zebrafish, which we have used to study the role of Fam83f in vivo. We show that endogenous fam83f is most strongly expressed in the hatching gland of developing zebrafish embryos, and that fam83f KO embryos hatch earlier than their wild-type (WT) counterparts, despite developing at a comparable rate. We also demonstrate that fam83f KO embryos are more sensitive to ionizing radiation than WT embryos-an unexpected finding, bearing in mind the previously reported ability of FAM83F to stabilize p53. Transcriptomic analysis shows that loss of fam83f leads to downregulation of phosphatidylinositol-3-phosphate (PI(3)P) binding proteins and impairment of cellular degradation pathways, particularly autophagy, a crucial component of the DNA damage response. Finally, we show that Fam83f protein is itself targeted to the lysosome when overexpressed in HEK293T cells, and that this localization is dependent upon a C' terminal signal sequence. The zebrafish lines we have generated suggest that Fam83f plays an important role in autophagic/lysosomal processes, resulting in dysregulated hatching and increased sensitivity to genotoxic stress in vivo.
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Affiliation(s)
- Rebecca A. Jones
- Department of Molecular Biology, Princeton University, Princeton, NJ08544, USA
| | - Fay Cooper
- School of Biosciences, University of Sheffield, SheffieldS10 2TN, UK
- Neuroscience Institute, University of Sheffield, SheffieldS10 2TN, UK
| | - Gavin Kelly
- The Francis Crick Institute, 1 Midland Road, LondonNW1 1AT, UK
| | - David Barry
- The Francis Crick Institute, 1 Midland Road, LondonNW1 1AT, UK
| | | | - Gopal Sapkota
- MRC Protein Phosphorylation and Ubiquitylation Unit, School of Life Sciences, University of Dundee, Dow Street, DundeeDD1 5EH, UK
| | - James C. Smith
- The Francis Crick Institute, 1 Midland Road, LondonNW1 1AT, UK
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2
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Burton EA, Burgess HA. A Critical Review of Zebrafish Neurological Disease Models-2. Application: Functional and Neuroanatomical Phenotyping Strategies and Chemical Screens. OXFORD OPEN NEUROSCIENCE 2022; 2:kvac019. [PMID: 37637775 PMCID: PMC10455049 DOI: 10.1093/oons/kvac019] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 11/28/2022] [Indexed: 08/29/2023]
Abstract
Extensive phylogenetic conservation of molecular pathways and neuroanatomical structures, associated with efficient methods for genetic modification, have been exploited increasingly to generate zebrafish models of human disease. A range of powerful approaches can be deployed to analyze these models with the ultimate goal of elucidating pathogenic mechanisms and accelerating efforts to find effective treatments. Unbiased neurobehavioral assays can provide readouts that parallel clinical abnormalities found in patients, although some of the most useful assays quantify responses that are not routinely evaluated clinically, and differences between zebrafish and human brains preclude expression of the full range of neurobehavioral abnormalities seen in disease. Imaging approaches that use fluorescent reporters and standardized brain atlases coupled with quantitative measurements of brain structure offer an unbiased means to link experimental manipulations to changes in neural architecture. Together, quantitative structural and functional analyses allow dissection of the cellular and physiological basis underlying neurological phenotypes. These approaches can be used as outputs in chemical modifier screens, which provide a major opportunity to exploit zebrafish models to identify small molecule modulators of pathophysiology that may be informative for understanding disease mechanisms and possible therapeutic approaches.
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Affiliation(s)
- Edward A Burton
- Pittsburgh Institute of Neurodegenerative Diseases, University of Pittsburgh, Pittsburgh, PA 15260, USA
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA 15260, USA
- Geriatric Research, Education, and Clinical Center, Pittsburgh VA Healthcare System, Pittsburgh, PA 15240, USA
| | - Harold A Burgess
- Division of Developmental Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD 20892, USA
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3
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Leyhr J, Waldmann L, Filipek-Górniok B, Zhang H, Allalou A, Haitina T. A novel cis-regulatory element drives early expression of Nkx3.2 in the gnathostome primary jaw joint. eLife 2022; 11:e75749. [PMID: 36377467 PMCID: PMC9665848 DOI: 10.7554/elife.75749] [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: 11/22/2021] [Accepted: 09/30/2022] [Indexed: 11/16/2022] Open
Abstract
The acquisition of movable jaws was a major event during vertebrate evolution. The role of NK3 homeobox 2 (Nkx3.2) transcription factor in patterning the primary jaw joint of gnathostomes (jawed vertebrates) is well known, however knowledge about its regulatory mechanism is lacking. In this study, we report a proximal enhancer element of Nkx3.2 that is deeply conserved in most gnathostomes but undetectable in the jawless hagfish and lamprey. This enhancer is active in the developing jaw joint region of the zebrafish Danio rerio, and was thus designated as jaw joint regulatory sequence 1 (JRS1). We further show that JRS1 enhancer sequences from a range of gnathostome species, including a chondrichthyan and mammals, have the same activity in the jaw joint as the native zebrafish enhancer, indicating a high degree of functional conservation despite the divergence of cartilaginous and bony fish lineages or the transition of the primary jaw joint into the middle ear of mammals. Finally, we show that deletion of JRS1 from the zebrafish genome using CRISPR/Cas9 results in a significant reduction of early gene expression of nkx3.2 and leads to a transient jaw joint deformation and partial fusion. Emergence of this Nkx3.2 enhancer in early gnathostomes may have contributed to the origin and shaping of the articulating surfaces of vertebrate jaws.
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Affiliation(s)
- Jake Leyhr
- Subdepartment of Evolution and Development, Department of Organismal Biology, Uppsala UniversityUppsalaSweden
| | - Laura Waldmann
- Subdepartment of Evolution and Development, Department of Organismal Biology, Uppsala UniversityUppsalaSweden
| | - Beata Filipek-Górniok
- Science for Life Laboratory Genome Engineering Zebrafish Facility, Department of Organismal Biology, Uppsala UniversityUppsalaSweden
| | - Hanqing Zhang
- Division of Visual Information and Interaction, Department of Information Technology, Uppsala UniversityUppsalaSweden
- Science for Life Laboratory BioImage Informatics FacilityUppsalaSweden
| | - Amin Allalou
- Division of Visual Information and Interaction, Department of Information Technology, Uppsala UniversityUppsalaSweden
- Science for Life Laboratory BioImage Informatics FacilityUppsalaSweden
| | - Tatjana Haitina
- Subdepartment of Evolution and Development, Department of Organismal Biology, Uppsala UniversityUppsalaSweden
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4
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mafba and mafbb differentially regulate lymphatic endothelial cell migration in topographically distinct manners. Cell Rep 2022; 39:110982. [PMID: 35732122 DOI: 10.1016/j.celrep.2022.110982] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/11/2022] [Accepted: 05/27/2022] [Indexed: 11/24/2022] Open
Abstract
Lymphangiogenesis, formation of lymphatic vessels from pre-existing vessels, is a dynamic process that requires cell migration. Regardless of location, migrating lymphatic endothelial cell (LEC) progenitors probe their surroundings to form the lymphatic network. Lymphatic-development regulation requires the transcription factor MAFB in different species. Zebrafish Mafba, expressed in LEC progenitors, is essential for their migration in the trunk. However, the transcriptional mechanism that orchestrates LEC migration in different lymphatic endothelial beds remains elusive. Here, we uncover topographically different requirements of the two paralogs, Mafba and Mafbb, for LEC migration. Both mafba and mafbb are necessary for facial lymphatic development, but mafbb is dispensable for trunk lymphatic development. On the molecular level, we demonstrate a regulatory network where Vegfc-Vegfd-SoxF-Mafba-Mafbb is essential in facial lymphangiogenesis. We identify that mafba and mafbb tune the directionality of LEC migration and vessel morphogenesis that is ultimately necessary for lymphatic function.
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5
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Waldmann L, Leyhr J, Zhang H, Öhman-Mägi C, Allalou A, Haitina T. The broad role of Nkx3.2 in the development of the zebrafish axial skeleton. PLoS One 2021; 16:e0255953. [PMID: 34411150 PMCID: PMC8376051 DOI: 10.1371/journal.pone.0255953] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 07/27/2021] [Indexed: 11/18/2022] Open
Abstract
The transcription factor Nkx3.2 (Bapx1) is an important chondrocyte maturation inhibitor. Previous Nkx3.2 knockdown and overexpression studies in non-mammalian gnathostomes have focused on its role in primary jaw joint development, while the function of this gene in broader skeletal development is not fully described. We generated a mutant allele of nkx3.2 in zebrafish with CRISPR/Cas9 and applied a range of techniques to characterize skeletal phenotypes at developmental stages from larva to adult, revealing loss of the jaw joint, fusions in bones of the occiput, morphological changes in the Weberian apparatus, and the loss or deformation of bony elements derived from basiventral cartilages of the vertebrae. Axial phenotypes are reminiscent of Nkx3.2 knockout in mammals, suggesting that the function of this gene in axial skeletal development is ancestral to osteichthyans. Our results highlight the broad role of nkx3.2 in zebrafish skeletal development and its context-specific functions in different skeletal elements.
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Affiliation(s)
- Laura Waldmann
- Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Jake Leyhr
- Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Hanqing Zhang
- Division of Visual Information and Interaction, Department of Information Technology, Uppsala University, Uppsala, Sweden
- Science for Life Laboratory BioImage Informatics Facility, Uppsala, Sweden
| | - Caroline Öhman-Mägi
- Department of Materials Science and Engineering, Uppsala University, Uppsala, Sweden
| | - Amin Allalou
- Division of Visual Information and Interaction, Department of Information Technology, Uppsala University, Uppsala, Sweden
- Science for Life Laboratory BioImage Informatics Facility, Uppsala, Sweden
| | - Tatjana Haitina
- Department of Organismal Biology, Uppsala University, Uppsala, Sweden
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6
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Waldmann L, Leyhr J, Zhang H, Allalou A, Öhman-Mägi C, Haitina T. The role of Gdf5 in the development of the zebrafish fin endoskeleton. Dev Dyn 2021; 251:1535-1549. [PMID: 34242444 DOI: 10.1002/dvdy.399] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 06/22/2021] [Accepted: 07/08/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The development of the vertebrate limb skeleton requires a complex interaction of multiple factors to facilitate the correct shaping and positioning of bones and joints. Growth and differentiation factor 5 (Gdf5) is involved in patterning appendicular skeletal elements including joints. Expression of gdf5 in zebrafish has been detected in fin mesenchyme condensations and segmentation zones as well as the jaw joint, however, little is known about the functional role of Gdf5 outside of Amniota. RESULTS We generated CRISPR/Cas9 knockout of gdf5 in zebrafish and analyzed the resulting phenotype at different developmental stages. Homozygous gdf5 mutant zebrafish displayed changes in segmentation of the endoskeletal disc and, as a consequence, loss of posterior radials in the pectoral fins. Mutant fish also displayed disorganization and reduced length of endoskeletal elements in the median fins, while joints and mineralization seemed unaffected. CONCLUSIONS Our study demonstrates the importance of Gdf5 in the development of the zebrafish pectoral and median fin endoskeleton and reveals that the severity of the effect increases from anterior to posterior elements. Our findings are consistent with phenotypes observed in the human and mouse appendicular skeleton in response to Gdf5 knockout, suggesting a broadly conserved role for Gdf5 in Osteichthyes.
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Affiliation(s)
- Laura Waldmann
- Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Jake Leyhr
- Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Hanqing Zhang
- Division of Visual Information and Interaction, Department of Information Technology, Uppsala University, Uppsala, Sweden.,Science for Life Laboratory BioImage Informatics Facility, Uppsala, Sweden
| | - Amin Allalou
- Division of Visual Information and Interaction, Department of Information Technology, Uppsala University, Uppsala, Sweden.,Science for Life Laboratory BioImage Informatics Facility, Uppsala, Sweden
| | - Caroline Öhman-Mägi
- Department of Materials Science and Engineering, Uppsala University, Uppsala, Sweden
| | - Tatjana Haitina
- Department of Organismal Biology, Uppsala University, Uppsala, Sweden
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7
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Zhang H, Waldmann L, Manuel R, Boije H, Haitina T, Allalou A. zOPT: an open source optical projection tomography system and methods for rapid 3D zebrafish imaging. BIOMEDICAL OPTICS EXPRESS 2020; 11:4290-4305. [PMID: 32923043 PMCID: PMC7449731 DOI: 10.1364/boe.393519] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 06/26/2020] [Accepted: 06/26/2020] [Indexed: 06/11/2023]
Abstract
Optical projection tomography (OPT) is a 3D imaging alternative to conventional microscopy which allows imaging of millimeter-sized object with isotropic micrometer resolution. The zebrafish is an established model organism and an important tool used in genetic and chemical screening. The size and optical transparency of the embryo and larva makes them well suited for imaging using OPT. Here, we present an open-source implementation of an OPT platform, built around a customized sample stage, 3D-printed parts and open source algorithms optimized for the system. We developed a versatile automated workflow including a two-step image processing approach for correcting the center of rotation and generating accurate 3D reconstructions. Our results demonstrate high-quality 3D reconstruction using synthetic data as well as real data of live and fixed zebrafish. The presented 3D-printable OPT platform represents a fully open design, low-cost and rapid loading and unloading of samples. Our system offers the opportunity for researchers with different backgrounds to setup and run OPT for large scale experiments, particularly in studies using zebrafish larvae as their key model organism.
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Affiliation(s)
- Hanqing Zhang
- Division of Visual Information and
Interaction, Department of Information Technology, Uppsala University,
S-75105 Uppsala, Sweden
- BioImage Informatics Facility at
SciLifeLab, S-75105 Uppsala, Sweden
| | - Laura Waldmann
- Department of Organismal Biology, Uppsala
University, S-75236 Uppsala, Sweden
| | - Remy Manuel
- Department of Neuroscience, Uppsala
University, S-75124 Uppsala, Sweden
| | - Henrik Boije
- Department of Neuroscience, Uppsala
University, S-75124 Uppsala, Sweden
| | - Tatjana Haitina
- Department of Organismal Biology, Uppsala
University, S-75236 Uppsala, Sweden
| | - Amin Allalou
- Division of Visual Information and
Interaction, Department of Information Technology, Uppsala University,
S-75105 Uppsala, Sweden
- BioImage Informatics Facility at
SciLifeLab, S-75105 Uppsala, Sweden
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8
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Behavioral Characterization of dmrt3a Mutant Zebrafish Reveals Crucial Aspects of Vertebrate Locomotion through Phenotypes Related to Acceleration. eNeuro 2020; 7:ENEURO.0047-20.2020. [PMID: 32357958 PMCID: PMC7235372 DOI: 10.1523/eneuro.0047-20.2020] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 04/02/2020] [Accepted: 04/19/2020] [Indexed: 12/16/2022] Open
Abstract
Vertebrate locomotion is orchestrated by spinal interneurons making up a central pattern generator. Proper coordination of activity, both within and between segments, is required to generate the desired locomotor output. This coordination is altered during acceleration to ensure the correct recruitment of muscles for the chosen speed. The transcription factor Dmrt3 has been proposed to shape the patterned output at different gaits in horses and mice. Vertebrate locomotion is orchestrated by spinal interneurons making up a central pattern generator. Proper coordination of activity, both within and between segments, is required to generate the desired locomotor output. This coordination is altered during acceleration to ensure the correct recruitment of muscles for the chosen speed. The transcription factor Dmrt3 has been proposed to shape the patterned output at different gaits in horses and mice. Here, we characterized dmrt3a mutant zebrafish, which showed a strong, transient, locomotor phenotype in developing larvae. During beat-and-glide swimming, mutant larvae showed fewer and shorter movements with decreased velocity and acceleration. Developmental compensation likely occurs as the analyzed behaviors did not differ from wild-type at older larval stages. However, analysis of maximum swim speed in juveniles suggests that some defects persist within the mature locomotor network of dmrt3a mutants. Our results reveal the pivotal role Dmrt3 neurons play in shaping the patterned output during acceleration in vertebrates.
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9
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Kepecs A. Summary: Order and Disorder in Brains and Behavior. COLD SPRING HARBOR SYMPOSIA ON QUANTITATIVE BIOLOGY 2019; 83:219-225. [PMID: 31358660 DOI: 10.1101/sqb.2018.83.038885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The 83rd Cold Spring Harbor Symposium on Quantitative Biology on Brains and Behavior: Order and Disorder in the Nervous System explored the tremendous recent progress in neuroscience and how these advances may be used to improve brain health and address psychiatric and neurological disorders. The Symposium explored a vast array of topics from cell types to cognition. My summary focuses on a few emerging themes. Innovative techniques were ever-present, opening up new experimental possibilities. The commoditization of many state-of-the-art technologies is pushing neuroscience beyond its artisanal ways. Another important theme was "circuits in the middle": Numerous presentations dissected cell type-specific circuits that connect different levels of analysis from molecules to behavior. These new technologies have enabled curiosity-driven investigations in animals to connect more directly with preclinical and clinical studies of human brain disorders. Numerous emerging approaches were presented in human neuroscience, bolstering the hope that circuit-specific manipulations will soon provide improved treatments for brain disorders.
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Affiliation(s)
- Adam Kepecs
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724, USA
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10
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Patel DS, Xu N, Lu H. Digging deeper: methodologies for high-content phenotyping in Caenorhabditis elegans. Lab Anim (NY) 2019; 48:207-216. [PMID: 31217565 DOI: 10.1038/s41684-019-0326-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Accepted: 05/17/2019] [Indexed: 11/09/2022]
Abstract
Deep phenotyping is an emerging conceptual paradigm and experimental approach aimed at measuring and linking many aspects of a phenotype to understand its underlying biology. To date, deep phenotyping has been applied mostly in cultured cells and used less in multicellular organisms. However, in the past decade, it has increasingly been recognized that deep phenotyping could lead to a better understanding of how genetics, environment and stochasticity affect the development, physiology and behavior of an organism. The nematode Caenorhabditis elegans is an invaluable model system for studying how genes affect a phenotypic trait, and new technologies have taken advantage of the worm's physical attributes to increase the throughput and informational content of experiments. Coupling of these technical advancements with computational and analytical tools has enabled a boom in deep-phenotyping studies of C. elegans. In this Review, we highlight how these new technologies and tools are digging into the biological origins of complex, multidimensional phenotypes.
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Affiliation(s)
- Dhaval S Patel
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Nan Xu
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA.,The Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Hang Lu
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
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11
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Nagpal J, Herget U, Choi MK, Ryu S. Anatomy, development, and plasticity of the neurosecretory hypothalamus in zebrafish. Cell Tissue Res 2018; 375:5-22. [PMID: 30109407 DOI: 10.1007/s00441-018-2900-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 07/20/2018] [Indexed: 01/08/2023]
Abstract
The paraventricular nucleus (PVN) of the hypothalamus harbors diverse neurosecretory cells with critical physiological roles for the homeostasis. Decades of research in rodents have provided a large amount of information on the anatomy, development, and function of this important hypothalamic nucleus. However, since the hypothalamus lies deep within the brain in mammals and is difficult to access, many questions regarding development and plasticity of this nucleus still remain. In particular, how different environmental conditions, including stress exposure, shape the development of this important nucleus has been difficult to address in animals that develop in utero. To address these open questions, the transparent larval zebrafish with its rapid external development and excellent genetic toolbox offers exciting opportunities. In this review, we summarize recent information on the anatomy and development of the neurosecretory preoptic area (NPO), which represents a similar structure to the mammalian PVN in zebrafish. We will then review recent studies on the development of different cell types in the neurosecretory hypothalamus both in mouse and in fish. Lastly, we discuss stress-induced plasticity of the PVN mainly discussing the data obtained in rodents, but pointing out tools and approaches available in zebrafish for future studies. This review serves as a primer for the currently available information relevant for studying the development and plasticity of this important brain region using zebrafish.
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Affiliation(s)
- Jatin Nagpal
- German Resilience Center, University Medical Center of the Johannes Gutenberg University Mainz, Duesbergweg 6, 55128, Mainz, Germany
| | - Ulrich Herget
- Division of Biology and Biological Engineering, California Institute of Technology, 1200 E. California Blvd. Mail Code 156-29, Pasadena, CA, 91125, USA
| | - Min K Choi
- German Resilience Center, University Medical Center of the Johannes Gutenberg University Mainz, Duesbergweg 6, 55128, Mainz, Germany
| | - Soojin Ryu
- German Resilience Center, University Medical Center of the Johannes Gutenberg University Mainz, Duesbergweg 6, 55128, Mainz, Germany.
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12
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Lu Y, Liu X, Hattori R, Ren C, Zhang X, Komiyama T, Kuzum D. Ultra-low Impedance Graphene Microelectrodes with High Optical Transparency for Simultaneous Deep 2-photon Imaging in Transgenic Mice. ADVANCED FUNCTIONAL MATERIALS 2018; 28:1800002. [PMID: 34084100 PMCID: PMC8172040 DOI: 10.1002/adfm.201800002] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2018] [Indexed: 05/27/2023]
Abstract
The last decades have witnessed substantial progress in optical technologies revolutionizing our ability to record and manipulate neural activity in genetically modified animal models. Meanwhile, human studies mostly rely on electrophysiological recordings of cortical potentials, which cannot be inferred from optical recordings, leading to a gap between our understanding of dynamics of microscale populations and brain-scale neural activity. By enabling concurrent integration of electrical and optical modalities, transparent graphene microelectrodes can close this gap. However, the high impedance of graphene constitutes a big challenge towards the widespread use of this technology. Here, we experimentally demonstrate that this high impedance of graphene microelectrodes is fundamentally limited by quantum capacitance. We overcome this quantum capacitance limit by creating a parallel conduction path using platinum nanoparticles. We achieve a 100 times reduction in graphene electrode impedance, while maintaining the high optical transparency crucial for deep 2-photon microscopy. Using a transgenic mouse model, we demonstrate simultaneous electrical recording of cortical activity with high fidelity while imaging calcium signals at various cortical depths right beneath the transparent microelectrodes. Multimodal analysis of Ca2+ spikes and cortical surface potentials offers unique opportunities to bridge our understanding of cellular dynamics and brain-scale neural activity.
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Affiliation(s)
- Yichen Lu
- 9500 Gilman Drive, Electrical and Computer Engineering Department, Jacobs School of Engineering, University of California, San Diego, La Jolla, California 92093, USA
| | - Xin Liu
- 9500 Gilman Drive, Electrical and Computer Engineering Department, Jacobs School of Engineering, University of California, San Diego, La Jolla, California 92093, USA
| | - Ryoma Hattori
- 9500 Gilman Drive, Neurobiology Section, Center for Neural Circuits and Behavior, Department of Neurosciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Chi Ren
- 9500 Gilman Drive, Neurobiology Section, Center for Neural Circuits and Behavior, Department of Neurosciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Xingwang Zhang
- 9500 Gilman Drive, Nanoengineering Department, Jacobs School of Engineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - Takaki Komiyama
- 9500 Gilman Drive, Neurobiology Section, Center for Neural Circuits and Behavior, Department of Neurosciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Duygu Kuzum
- 9500 Gilman Drive, Electrical and Computer Engineering Department, Jacobs School of Engineering, University of California, San Diego, La Jolla, California 92093, USA
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13
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Morphometric analysis and neuroanatomical mapping of the zebrafish brain. Methods 2018; 150:49-62. [PMID: 29936090 DOI: 10.1016/j.ymeth.2018.06.008] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 06/14/2018] [Indexed: 12/21/2022] Open
Abstract
Large-scale genomic studies have recently identified genetic variants causative for major neurodevelopmental disorders, such as intellectual disability and autism. However, determining how underlying developmental processes are affected by these mutations remains a significant challenge in the field. Zebrafish is an established model system in developmental neurogenetics that may be useful in uncovering the mechanisms of these mutations. Here we describe the use of voxel-intensity, deformation field, and volume-based morphometric techniques for the systematic and unbiased analysis of gene knock-down and environmental exposure-induced phenotypes in zebrafish. We first present a computational method for brain segmentation based on transgene expression patterns to create a comprehensive neuroanatomical map. This map allowed us to disclose statistically significant changes in brain microstructure and composition in neurodevelopmental models. We demonstrate the effectiveness of morphometric techniques in measuring changes in the relative size of neuroanatomical subdivisions in atoh7 morphant larvae and in identifying phenotypes in larvae treated with valproic acid, a chemical demonstrated to increase the risk of autism in humans. These tools enable rigorous evaluation of the effects of gene mutations and environmental exposures on neural development, providing an entry point for cellular and molecular analysis of basic developmental processes as well as neurodevelopmental and neurodegenerative disorders.
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