1
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Galipot P. Colour pattern studies: the SE (せ) method, a shape-centred approach to explore biodiversity and avoid aesthetic biases. QUANTITATIVE PLANT BIOLOGY 2025; 6:e10. [PMID: 40297239 PMCID: PMC12035780 DOI: 10.1017/qpb.2025.8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 02/05/2025] [Accepted: 02/22/2025] [Indexed: 04/30/2025]
Abstract
The preference towards colourful patterns generates many aesthetic biases, including in Biology research, leading to taxonomic preferences and understudied groups, including many plant taxa. After reviewing the importance of aesthetics in Turing colour pattern studies and the relative nature of the sense of beauty in Biology, I present a method called SE (せ) that strongly reduces taxonomic preferences in colour pattern formation studies, together with allowing the exploration of colour patterns biodiversity and facilitating the discovery of new morphogenesis processes.
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2
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Eve A. Development: a journal's journey. Development 2025; 152:DEV204602. [PMID: 39927888 DOI: 10.1242/dev.204602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2025]
Abstract
Summary: Development's publisher, The Company of Biologists, is celebrating its 100th birthday. Commemorating this anniversary, I discuss Development's history since launching as Journal of Embryology and Experimental Morphology.
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3
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Nipu N, Wei L, Hamilton L, Lee H, Thomas J, Mennigen JA. Methylene blue at recommended concentrations alters metabolism in early zebrafish development. Commun Biol 2025; 8:120. [PMID: 39856203 PMCID: PMC11760885 DOI: 10.1038/s42003-025-07471-8] [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: 05/24/2024] [Accepted: 01/06/2025] [Indexed: 01/27/2025] Open
Abstract
Methylene blue (MB) is an antifungal agent widely used during critical stages of zebrafish development. Most guidelines recommend 0.00005% or 0.0001% of MB for embryo/larval rearing. The Organisation for Economic Co-operation and Development zebrafish embryo toxicity test guideline omits MB recommendations, leading to inconsistent MB use in zebrafish research. Because MB affects oxidative energy metabolism in vitro and in vivo, we investigate possible metabolic effects of recommended MB concentrations in developing zebrafish (1-5 days post-fertilization (dpf)). MB increases O2 consumption rate at 1 dpf, followed by an overall reduction in oxidative energy metabolism in post-hatch eleutheroembryos (4-5 dpf). Concomitantly, mitochondrial transcripts decrease in 1 and 4 dpf zebrafish. Our findings show that MB, at recommended husbandry concentrations, affects oxidative metabolism and can thus confound experiments. Since the zebrafish embryo/larval model is gaining traction as a high-throughput New Approach Methodology (NAM) for toxicity assessment, researchers should reconsider MB use.
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Affiliation(s)
- Niepukolie Nipu
- Department of Biology, University of Ottawa, Ottawa, ON, K1N 6N5, Canada
| | - Lai Wei
- Department of Biology, University of Ottawa, Ottawa, ON, K1N 6N5, Canada
| | - Lauren Hamilton
- Regulatory Toxicology Research Division, Health Products and Food Branch, Health Canada, Ottawa, ON, K1A 0K9, Canada
| | - Hyojin Lee
- Department of Biology, University of Ottawa, Ottawa, ON, K1N 6N5, Canada
| | - Jith Thomas
- Regulatory Toxicology Research Division, Health Products and Food Branch, Health Canada, Ottawa, ON, K1A 0K9, Canada
| | - Jan A Mennigen
- Department of Biology, University of Ottawa, Ottawa, ON, K1N 6N5, Canada.
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4
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Parvez S, Zhang T, Peterson RT. Scalable CRISPR Screens in Zebrafish Using MIC-Drop. Methods Mol Biol 2024; 2707:319-334. [PMID: 37668922 DOI: 10.1007/978-1-0716-3401-1_21] [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: 09/06/2023]
Abstract
CRISPR-Cas9 is a powerful tool to interrogate gene function in a targeted and systematic manner. Although the technology has been scaled up for large-scale genetic screens in cell culture, similar scale screens in vivo have been extremely challenging due to the cost, labor, and time required to generate and keep track of thousands of mutant animals. We reported the development of Multiplexed Intermixed CRISPR Droplets (MIC-Drop), a platform that makes large-scale reverse genetic screens possible in zebrafish. In this chapter, we provide a detailed protocol to conduct large-scale genetic screens using this novel platform.
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Affiliation(s)
- Saba Parvez
- Department of Pharmacology & Toxicology, University of Utah, Salt Lake City, UT, USA
| | - Tejia Zhang
- Department of Pharmacology & Toxicology, University of Utah, Salt Lake City, UT, USA
| | - Randall T Peterson
- Department of Pharmacology & Toxicology, University of Utah, Salt Lake City, UT, USA.
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5
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Sur A, Wang Y, Capar P, Margolin G, Prochaska MK, Farrell JA. Single-cell analysis of shared signatures and transcriptional diversity during zebrafish development. Dev Cell 2023; 58:3028-3047.e12. [PMID: 37995681 PMCID: PMC11181902 DOI: 10.1016/j.devcel.2023.11.001] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 08/24/2023] [Accepted: 11/01/2023] [Indexed: 11/25/2023]
Abstract
During development, animals generate distinct cell populations with specific identities, functions, and morphologies. We mapped transcriptionally distinct populations across 489,686 cells from 62 stages during wild-type zebrafish embryogenesis and early larval development (3-120 h post-fertilization). Using these data, we identified the limited catalog of gene expression programs reused across multiple tissues and their cell-type-specific adaptations. We also determined the duration each transcriptional state is present during development and identify unexpected long-term cycling populations. Focused clustering and transcriptional trajectory analyses of non-skeletal muscle and endoderm identified transcriptional profiles and candidate transcriptional regulators of understudied cell types and subpopulations, including the pneumatic duct, individual intestinal smooth muscle layers, spatially distinct pericyte subpopulations, and recently discovered best4+ cells. To enable additional discoveries, we make this comprehensive transcriptional atlas of early zebrafish development available through our website, Daniocell.
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Affiliation(s)
- Abhinav Sur
- Division of Developmental Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD 20814, USA
| | - Yiqun Wang
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA 02138, USA
| | - Paulina Capar
- Division of Developmental Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD 20814, USA
| | - Gennady Margolin
- Bioinformatics and Scientific Programming Core, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD 20814, USA
| | - Morgan Kathleen Prochaska
- Division of Developmental Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD 20814, USA
| | - Jeffrey A Farrell
- Division of Developmental Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD 20814, USA.
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6
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Shin M, Yin HM, Shih YH, Nozaki T, Portman D, Toles B, Kolb A, Luk K, Isogai S, Ishida K, Hanasaka T, Parsons MJ, Wolfe SA, Burns CE, Burns CG, Lawson ND. Generation and application of endogenously floxed alleles for cell-specific knockout in zebrafish. Dev Cell 2023; 58:2614-2626.e7. [PMID: 37633272 PMCID: PMC10840978 DOI: 10.1016/j.devcel.2023.07.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 05/30/2023] [Accepted: 07/28/2023] [Indexed: 08/28/2023]
Abstract
The zebrafish is amenable to a variety of genetic approaches. However, lack of conditional deletion alleles limits stage- or cell-specific gene knockout. Here, we applied an existing protocol to establish a floxed allele for gata2a but failed to do so due to off-target integration and incomplete knockin. To address these problems, we applied simultaneous co-targeting with Cas12a to insert loxP sites in cis, together with transgenic counterscreening and comprehensive molecular analysis, to identify off-target insertions and confirm targeted knockins. We subsequently used our approach to establish endogenously floxed alleles of foxc1a, rasa1a, and ruvbl1, each in a single generation. We demonstrate the utility of these alleles by verifying Cre-dependent deletion, which yielded expected phenotypes in each case. Finally, we used the floxed gata2a allele to demonstrate an endothelial autonomous requirement in lymphatic valve development. Together, our results provide a framework for routine generation and application of endogenously floxed alleles in zebrafish.
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Affiliation(s)
- Masahiro Shin
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Hui-Min Yin
- Division of Basic and Translational Cardiovascular Research, Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA
| | - Yu-Huan Shih
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Takayuki Nozaki
- Technical Support Center for Life Science Research, Iwate Medical University, Shiwa, Iwate 028-3694, Japan
| | - Daneal Portman
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Benjamin Toles
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Amy Kolb
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Kevin Luk
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Sumio Isogai
- Department of Medical Education, Iwate Medical University, Shiwa, Iwate 028-3694, Japan
| | - Kinji Ishida
- Technical Support Center for Life Science Research, Iwate Medical University, Shiwa, Iwate 028-3694, Japan
| | - Tomohito Hanasaka
- Technical Support Center for Life Science Research, Iwate Medical University, Shiwa, Iwate 028-3694, Japan
| | - Michael J Parsons
- Department of Developmental and Cell Biology, School of Biological Sciences, University of California, Irvine, Irvine, CA 92697, USA
| | - Scot A Wolfe
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Caroline E Burns
- Division of Basic and Translational Cardiovascular Research, Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA
| | - C Geoffrey Burns
- Division of Basic and Translational Cardiovascular Research, Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA
| | - Nathan D Lawson
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA.
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7
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Wang X, Ma T, Wei C, Liu J, Yu T, Zou Y, Liu S, Yang Z, Xi J. Toxic effects of exogenous retinoic acid on the neurodevelopment of zebrafish (Danio rerio) embryos. Neurotoxicol Teratol 2023; 100:107291. [PMID: 37689270 DOI: 10.1016/j.ntt.2023.107291] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 08/30/2023] [Accepted: 08/30/2023] [Indexed: 09/11/2023]
Abstract
Endogenous retinoic acid (RA) is essential for embryonic development and maintaining adult physiological processes. Human-caused RA residues in the environment threaten the survival of organisms in the environment. We employed zebrafish as a model to explore the developmental impacts of excess RA. We used exogenous RA to raise the amount of RA signal in the embryos and looked at the effects of excess RA on embryonic morphological development. Upregulation of the RA signal significantly reduced embryo hatching and increased embryo malformation. To further understand the neurotoxic impact of RA signaling on early neurodevelopment, we measured the expression of neurodevelopmental marker genes and cell death and proliferation markers in zebrafish embryos. Exogenous RA disrupted stem cell (SC) and neuron marker gene expression and exacerbated apoptosis in the embryos. Furthermore, we looked into the links between the transcriptional coactivator RBM14 and RA signaling to better understand the mechanism of RA neurotoxicity. There was a negative interaction between RA signaling and the transcription coactivator RBM14, and the morpholino-induced RBM14 down-regulation can partially block the effects of RAR antagonist BMS493-induced RA signaling inhibition on embryonic malformation and cell apoptosis. In conclusion, exogenous RA causes neurodevelopmental toxicity, and RBM14 may be involved in this neurotoxic process.
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Affiliation(s)
- Xiaoxuan Wang
- Institute of Pharmaceutical Innovation, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, China
| | - Ting Ma
- Institute of Pharmaceutical Innovation, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, China
| | - Cizhao Wei
- Demonstration Center for Experimental Basic Medicine Education, Wuhan University Taikang Medical School (School of Basic Medical Sciences), Wuhan, Hubei, China
| | - Juan Liu
- Institute of Pharmaceutical Innovation, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, China
| | - Ting Yu
- Institute of Pharmaceutical Innovation, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, China
| | - Yu Zou
- Institute of Pharmaceutical Innovation, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, China
| | - Song Liu
- Institute of Pharmaceutical Innovation, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, China
| | - Zheqiong Yang
- Demonstration Center for Experimental Basic Medicine Education, Wuhan University Taikang Medical School (School of Basic Medical Sciences), Wuhan, Hubei, China.
| | - Jinlei Xi
- Institute of Pharmaceutical Innovation, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, China.
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8
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Jimenez Gonzalez A, Baranasic D, Müller F. Zebrafish regulatory genomic resources for disease modelling and regeneration. Dis Model Mech 2023; 16:dmm050280. [PMID: 37529920 PMCID: PMC10417509 DOI: 10.1242/dmm.050280] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/03/2023] Open
Abstract
In the past decades, the zebrafish has become a disease model with increasing popularity owing to its advantages that include fast development, easy genetic manipulation, simplicity for imaging, and sharing conserved disease-associated genes and pathways with those of human. In parallel, studies of disease mechanisms are increasingly focusing on non-coding mutations, which require genome annotation maps of regulatory elements, such as enhancers and promoters. In line with this, genomic resources for zebrafish research are expanding, producing a variety of genomic data that help in defining regulatory elements and their conservation between zebrafish and humans. Here, we discuss recent developments in generating functional annotation maps for regulatory elements of the zebrafish genome and how this can be applied to human diseases. We highlight community-driven developments, such as DANIO-CODE, in generating a centralised and standardised catalogue of zebrafish genomics data and functional annotations; consider the advantages and limitations of current annotation maps; and offer considerations for interpreting and integrating existing maps with comparative genomics tools. We also discuss the need for developing standardised genomics protocols and bioinformatic pipelines and provide suggestions for the development of analysis and visualisation tools that will integrate various multiomic bulk sequencing data together with fast-expanding data on single-cell methods, such as single-cell assay for transposase-accessible chromatin with sequencing. Such integration tools are essential to exploit the multiomic chromatin characterisation offered by bulk genomics together with the cell-type resolution offered by emerging single-cell methods. Together, these advances will build an expansive toolkit for interrogating the mechanisms of human disease in zebrafish.
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Affiliation(s)
- Ada Jimenez Gonzalez
- Institute of Cancer and Genomic Sciences, Birmingham Centre for Genome Biology, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Damir Baranasic
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London SW7 2AZ, UK
- MRC London Institute of Medical Sciences, London W12 0NN, UK
- Division of Electronics, Ruđer Bošković Institute, Bijenička cesta 54, 10000 Zagreb, Croatia
| | - Ferenc Müller
- Institute of Cancer and Genomic Sciences, Birmingham Centre for Genome Biology, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK
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9
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Parvez S, Brandt ZJ, Peterson RT. Large-scale F0 CRISPR screens in vivo using MIC-Drop. Nat Protoc 2023; 18:1841-1865. [PMID: 37069311 PMCID: PMC10419324 DOI: 10.1038/s41596-023-00821-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 01/26/2023] [Indexed: 04/19/2023]
Abstract
The zebrafish is a powerful model system for studying animal development, for modeling genetic diseases, and for large-scale in vivo functional genetics. Because of its ease of use and its high efficiency in targeted gene perturbation, CRISPR-Cas9 has recently gained prominence as the tool of choice for genetic manipulation in zebrafish. However, scaling up the technique for high-throughput in vivo functional genetics has been a challenge. We recently developed a method, Multiplexed Intermixed CRISPR Droplets (MIC-Drop), that makes large-scale CRISPR screening in zebrafish possible. Here, we outline the step-by-step protocol for performing functional genetic screens in zebrafish by using MIC-Drop. MIC-Drop uses multiplexed single-guide RNAs to generate biallelic mutations in injected zebrafish embryos, allowing genetic screens to be performed in F0 animals. Combining microfluidics and DNA barcoding enables simultaneous targeting of tens to hundreds of genes from a single injection needle, while also enabling retrospective and rapid identification of the genotype responsible for an observed phenotype. The primary target audiences for MIC-Drop are developmental biologists, zebrafish geneticists, and researchers interested in performing in vivo functional genetic screens in a vertebrate model system. MIC-Drop will also prove useful in the hands of chemical biologists seeking to identify targets of small molecules that cause phenotypic changes in zebrafish. By using MIC-Drop, a typical screen of 100 genes can be conducted within 2-3 weeks by a single user.
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Affiliation(s)
- Saba Parvez
- Department of Pharmacology & Toxicology, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Zachary J Brandt
- Department of Pharmacology & Toxicology, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Randall T Peterson
- Department of Pharmacology & Toxicology, College of Pharmacy, University of Utah, Salt Lake City, UT, USA.
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10
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Sur A, Wang Y, Capar P, Margolin G, Farrell JA. Single-cell analysis of shared signatures and transcriptional diversity during zebrafish development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.20.533545. [PMID: 36993555 PMCID: PMC10055256 DOI: 10.1101/2023.03.20.533545] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
During development, animals generate distinct cell populations with specific identities, functions, and morphologies. We mapped transcriptionally distinct populations across 489,686 cells from 62 stages during wild-type zebrafish embryogenesis and early larval development (3-120 hours post-fertilization). Using these data, we identified the limited catalog of gene expression programs reused across multiple tissues and their cell-type-specific adaptations. We also determined the duration each transcriptional state is present during development and suggest new long-term cycling populations. Focused analyses of non-skeletal muscle and the endoderm identified transcriptional profiles of understudied cell types and subpopulations, including the pneumatic duct, individual intestinal smooth muscle layers, spatially distinct pericyte subpopulations, and homologs of recently discovered human best4+ enterocytes. The transcriptional regulators of these populations remain unknown, so we reconstructed gene expression trajectories to suggest candidates. To enable additional discoveries, we make this comprehensive transcriptional atlas of early zebrafish development available through our website, Daniocell.
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Affiliation(s)
- Abhinav Sur
- Division of Developmental Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD 20814
| | - Yiqun Wang
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA 02138
| | - Paulina Capar
- Division of Developmental Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD 20814
| | - Gennady Margolin
- Bioinformatics and Scientific Programming Core, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, Maryland 20814
| | - Jeffrey A. Farrell
- Division of Developmental Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD 20814
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11
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Hu C, Garey KW. Nonmammalian models to study Clostridioides difficile infection; a systematic review. Anaerobe 2023; 79:102694. [PMID: 36626950 PMCID: PMC9975065 DOI: 10.1016/j.anaerobe.2023.102694] [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: 10/11/2022] [Revised: 01/05/2023] [Accepted: 01/06/2023] [Indexed: 01/09/2023]
Abstract
Clostridioide difficile is the leading cause of diarrhea disease worldwide and is a CDC-designated urgent threat level pathogen. Mammalian models are commonly utilized as gold standard to study the pathogenesis of C. difficile infection (CDI); however, alternatives are needed due to cost, higher throughput ability, and mammalian animal ethics. Nonmammalian models such as great wax worm, nematode, fruit fly, and zebrafish have been used as CDI models. This review provides a comprehensive summary of nonmammalian models used to study CDI. Multiple studies were identified using these models to study C. difficile infection, pathogenicity, colonization, host immunity, and therapy. Translational outcomes and strength and weakness of each nonmammalian model are discussed.
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Affiliation(s)
- Chenlin Hu
- University of Houston College of Pharmacy, Houston, TX, 77204, USA
| | - Kevin W Garey
- University of Houston College of Pharmacy, Houston, TX, 77204, USA.
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12
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Cheng KC, Burdine RD, Dickinson ME, Ekker SC, Lin AY, Lloyd KCK, Lutz CM, MacRae CA, Morrison JH, O'Connor DH, Postlethwait JH, Rogers CD, Sanchez S, Simpson JH, Talbot WS, Wallace DC, Weimer JM, Bellen HJ. Promoting validation and cross-phylogenetic integration in model organism research. Dis Model Mech 2022; 15:dmm049600. [PMID: 36125045 PMCID: PMC9531892 DOI: 10.1242/dmm.049600] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Model organism (MO) research provides a basic understanding of biology and disease due to the evolutionary conservation of the molecular and cellular language of life. MOs have been used to identify and understand the function of orthologous genes, proteins, cells and tissues involved in biological processes, to develop and evaluate techniques and methods, and to perform whole-organism-based chemical screens to test drug efficacy and toxicity. However, a growing richness of datasets and the rising power of computation raise an important question: How do we maximize the value of MOs? In-depth discussions in over 50 virtual presentations organized by the National Institutes of Health across more than 10 weeks yielded important suggestions for improving the rigor, validation, reproducibility and translatability of MO research. The effort clarified challenges and opportunities for developing and integrating tools and resources. Maintenance of critical existing infrastructure and the implementation of suggested improvements will play important roles in maintaining productivity and facilitating the validation of animal models of human biology and disease.
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Affiliation(s)
- Keith C. Cheng
- Department of Pathology, Penn State College of Medicine, Hershey, PA 17033, USA
- Institute for Computational and Data Sciences, Pennsylvania State University, Park, PA 16802, USA
| | - Rebecca D. Burdine
- Department of Molecular Biology, Princeton University, Princeton, NJ 08540, USA
| | - Mary E. Dickinson
- Department of Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, TX 77007, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77007, USA
| | - Stephen C. Ekker
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN 55906, USA
| | - Alex Y. Lin
- Department of Pathology, Penn State College of Medicine, Hershey, PA 17033, USA
| | - K. C. Kent Lloyd
- Mouse Biology Program, School of Medicinel, University of California Davis, Davis, CA 95618, USA
- Department of Surgery, School of Medicine, University of California Davis, Davis, CA 95618, USA
| | - Cathleen M. Lutz
- The Jackson Laboratory, Genetic Resource Science, Bar Harbor, ME 04609, USA
| | - Calum A. MacRae
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, 360 Longwood Avenue, Boston, MA 02215, USA
| | - John H. Morrison
- California National Primate Research Center, University of California Davis, Davis, CA 95616, USA
- Department of Neurology, University of California Davis, Davis, CA 95616, USA
| | - David H. O'Connor
- Department of Pathology and Laboratory Medicine, University ofWisconsin-Madison, Madison, WI 53711, USA
| | | | - Crystal D. Rogers
- School of Veterinary Medicine, University of California Davis, Davis, CA 95616, USA
| | - Susan Sanchez
- Department of Infectious Diseases, College of Veterinary Medicine, The University of Georgia, Athens, GA 30602, USA
| | - Julie H. Simpson
- Department of Molecular, Cell and Developmental Biology, University of California, Santa Barbara, CA 93117, USA
| | - William S. Talbot
- Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Douglas C. Wallace
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Jill M. Weimer
- Pediatrics and Rare Diseases Group, Sanford Research, Sioux Falls, SD 57104, USA
| | - Hugo J. Bellen
- Department of Molecular and Human Genetics, Neurological Research Institute (TCH), Baylor College of Medicine, Houston, TX 77007, USA
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13
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Affiliation(s)
- Nathan D Lawson
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA.
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14
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Varela T, Varela D, Martins G, Conceição N, Cancela ML. Cdkl5 mutant zebrafish shows skeletal and neuronal alterations mimicking human CDKL5 deficiency disorder. Sci Rep 2022; 12:9325. [PMID: 35665761 PMCID: PMC9167277 DOI: 10.1038/s41598-022-13364-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 05/12/2022] [Indexed: 12/17/2022] Open
Abstract
CDKL5 deficiency disorder (CDD) is a rare neurodevelopmental condition characterized primarily by seizures and impairment of cognitive and motor skills. Additional phenotypes include microcephaly, dysmorphic facial features, and scoliosis. Mutations in cyclin-dependent kinase-like 5 (CDKL5) gene, encoding a kinase essential for normal brain development and function, are responsible for CDD. Zebrafish is an accepted biomedical model for the study of several genetic diseases and has many advantages over other models. Therefore, this work aimed to characterize the phenotypic, behavioral, and molecular consequences of the Cdkl5 protein disruption in a cdkl5 mutant zebrafish line (sa21938). cdkl5sa21938 mutants displayed a reduced head size, suggesting microcephaly, a feature frequently observed in CDD individuals. Double staining revealed shorter craniofacial cartilage structures and decrease bone mineralization in cdkl5 homozygous zebrafish indicating an abnormal craniofacial cartilage development and impaired skeletal development. Motor behavior analysis showed that cdkl5sa21938 embryos had less frequency of double coiling suggesting impaired glutamatergic neurotransmission. Locomotor behavior analysis revealed that homozygous embryos swim shorter distances, indicative of impaired motor activity which is one of the main traits of CCD. Although no apparent spontaneous seizures were observed in these models, upon treatment with pentylenetetrazole, seizure behavior and an increase in the distance travelled were observed. Quantitative PCR showed that neuronal markers, including glutamatergic genes were dysregulated in cdkl5sa21938 mutant embryos. In conclusion, homozygous cdkl5sa21938 zebrafish mimic several characteristics of CDD, thus validating them as a suitable animal model to better understand the physiopathology of this disorder.
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Affiliation(s)
- Tatiana Varela
- Centre of Marine Sciences, University of Algarve, Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, University of Algarve, Faro, Portugal
| | - Débora Varela
- Centre of Marine Sciences, University of Algarve, Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, University of Algarve, Faro, Portugal
| | - Gil Martins
- Centre of Marine Sciences, University of Algarve, Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, University of Algarve, Faro, Portugal
| | - Natércia Conceição
- Centre of Marine Sciences, University of Algarve, Faro, Portugal.
- Faculty of Medicine and Biomedical Sciences, University of Algarve, Faro, Portugal.
- Algarve Biomedical Center, University of Algarve, Faro, Portugal.
| | - M Leonor Cancela
- Centre of Marine Sciences, University of Algarve, Faro, Portugal.
- Faculty of Medicine and Biomedical Sciences, University of Algarve, Faro, Portugal.
- Algarve Biomedical Center, University of Algarve, Faro, Portugal.
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E Yan R, P Greenfield J, Dahmane N. Developments in high-throughput functional epigenomics: CRISPR-single-cell assay for transposase-accessible chromatin using sequencing screens. Epigenomics 2022; 14:645-649. [PMID: 35574596 DOI: 10.2217/epi-2022-0093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Tweetable abstract CRISPR-scATAC-seq screens pave the way for high-throughput functional epigenomics by linking perturbations to a broad view of epigenetic state and messages hidden within accessible sequences.
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Affiliation(s)
- Rachel E Yan
- Weill Cornell Medical College, Department of Neurological Surgery, New York, NY 10021, USA
| | - Jeffrey P Greenfield
- Weill Cornell Medical College, Department of Neurological Surgery, New York, NY 10021, USA
| | - Nadia Dahmane
- Weill Cornell Medical College, Department of Neurological Surgery, New York, NY 10021, USA
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