1
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Richter A, Mörl H, Thielemann M, Kleemann M, Geißen R, Schwarz R, Albertz C, Koch P, Petzold A, Kroll T, Groth M, Hartmann N, Herpin A, Englert C. The master male sex determinant Gdf6Y of the turquoise killifish arose through allelic neofunctionalization. Nat Commun 2025; 16:540. [PMID: 39788971 PMCID: PMC11718055 DOI: 10.1038/s41467-025-55899-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 01/03/2025] [Indexed: 01/30/2025] Open
Abstract
Although sex determination is a fundamental process in vertebrate development, it is very plastic. Diverse genes became major sex determinants in teleost fishes. Deciphering how individual sex-determining genes orchestrate sex determination can reveal new actors in sexual development. Here, we demonstrate that the Y-chromosomal copy of the TGF-β family member gdf6 (gdf6Y) in Nothobranchius furzeri, an emerging model organism in aging research, gained the function of the male sex determinant through allelic diversification while retaining the skeletal developmental function shared with the X-chromosomal gdf6 allele (gdf6X). Concerning sex determination, gdf6Y is expressed by somatic supporting cells of the developing testes. There it induces the male sex in a germ cell-independent manner in contrast to sex determination in zebrafish and the medaka. Looking for downstream effectors of Gdf6Y, we identified besides TGF-β signaling modulators, especially the inhibitor of DNA binding genes id1/2/3, the mRNA decay activator zfp36l2 as a new GDF6 signaling target.
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Affiliation(s)
- Annekatrin Richter
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany.
| | - Hanna Mörl
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
| | - Maria Thielemann
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
- BianoGMP GmbH, Gera, Germany
| | - Markus Kleemann
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
- Abbott Rapid Diagnostics Jena GmbH, Jena, Germany
| | - Raphael Geißen
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Robert Schwarz
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
| | - Carolin Albertz
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
| | - Philipp Koch
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
| | - Andreas Petzold
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
- DRESDEN-concept e. V., Technical University (TU) Dresden, Dresden, Germany
| | - Torsten Kroll
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
| | - Marco Groth
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
| | - Nils Hartmann
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Amaury Herpin
- INRAE, UR1037 Laboratory of Fish Physiology and Genomics, Campus de Beaulieu, Rennes, France
| | - Christoph Englert
- Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Jena, Germany.
- Institute of Biochemistry and Biophysics, Friedrich Schiller University Jena, Jena, Germany.
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2
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Sun ED, Nagvekar R, Pogson AN, Brunet A. Brain aging and rejuvenation at single-cell resolution. Neuron 2025; 113:82-108. [PMID: 39788089 PMCID: PMC11842159 DOI: 10.1016/j.neuron.2024.12.007] [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: 08/26/2024] [Revised: 11/16/2024] [Accepted: 12/06/2024] [Indexed: 01/12/2025]
Abstract
Brain aging leads to a decline in cognitive function and a concomitant increase in the susceptibility to neurodegenerative diseases such as Alzheimer's and Parkinson's diseases. A key question is how changes within individual cells of the brain give rise to age-related dysfunction. Developments in single-cell "omics" technologies, such as single-cell transcriptomics, have facilitated high-dimensional profiling of individual cells. These technologies have led to new and comprehensive characterizations of brain aging at single-cell resolution. Here, we review insights gleaned from single-cell omics studies of brain aging, starting with a cell-type-centric overview of age-associated changes and followed by a discussion of cell-cell interactions during aging. We highlight how single-cell omics studies provide an unbiased view of different rejuvenation interventions and comment on the promise of combinatorial rejuvenation approaches for the brain. Finally, we propose new directions, including models of brain aging and neural stem cells as a focal point for rejuvenation.
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Affiliation(s)
- Eric D Sun
- Department of Genetics, Stanford University, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA; Biomedical Informatics Graduate Program, Stanford University, Stanford, CA, USA
| | - Rahul Nagvekar
- Department of Genetics, Stanford University, Stanford, CA, USA; Genetics Graduate Program, Stanford University, Stanford, CA, USA
| | - Angela N Pogson
- Department of Genetics, Stanford University, Stanford, CA, USA; Developmental Biology Graduate Program, Stanford University, Stanford, CA, USA
| | - Anne Brunet
- Department of Genetics, Stanford University, Stanford, CA, USA; Glenn Center for the Biology of Aging, Stanford University, Stanford, CA, USA; Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA.
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3
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Mansfield L, Ramponi V, Gupta K, Stevenson T, Mathew AB, Barinda AJ, Herbstein F, Morsli S. Emerging insights in senescence: pathways from preclinical models to therapeutic innovations. NPJ AGING 2024; 10:53. [PMID: 39578455 PMCID: PMC11584693 DOI: 10.1038/s41514-024-00181-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 10/25/2024] [Indexed: 11/24/2024]
Abstract
Senescence is a crucial hallmark of ageing and a significant contributor to the pathology of age-related disorders. As committee members of the young International Cell Senescence Association (yICSA), we aim to synthesise recent advancements in the identification, characterisation, and therapeutic targeting of senescence for clinical translation. We explore novel molecular techniques that have enhanced our understanding of senescent cell heterogeneity and their roles in tissue regeneration and pathology. Additionally, we delve into in vivo models of senescence, both non-mammalian and mammalian, to highlight tools available for advancing the contextual understanding of in vivo senescence. Furthermore, we discuss innovative diagnostic tools and senotherapeutic approaches, emphasising their potential for clinical application. Future directions of senescence research are explored, underscoring the need for precise, context-specific senescence classification and the integration of advanced technologies such as machine learning, long-read sequencing, and multifunctional senoprobes and senolytics. The dual role of senescence in promoting tissue homoeostasis and contributing to chronic diseases highlights the complexity of targeting these cells for improved clinical outcomes.
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Affiliation(s)
- Luke Mansfield
- The Bateson Centre, School of Medicine and Population Health, The University of Sheffield, Western Bank, Sheffield, UK
| | - Valentina Ramponi
- Cellular Plasticity and Disease Group, Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
| | - Kavya Gupta
- Department of Cellular and Molecular Biology and Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, USA
| | | | - Abraham Binoy Mathew
- Department of Developmental Biology and Genetics, Biological Sciences, Indian Institute of Science, Bangalore, India
| | - Agian Jeffilano Barinda
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
- Metabolic, Cardiovascular, and Aging Cluster, Indonesia Medical Education and Research Institute (IMERI), Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Florencia Herbstein
- Instituto de Investigación en Biomedicina de Buenos Aires (IBioBA) - CONICET - Partner Institute of the Max Planck Society, Buenos Aires, Argentina.
| | - Samir Morsli
- Karolinska Institutet, Department of Cell and Molecular Biology, Biomedicum Q6A, Stockholm, Sweden.
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4
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Bergman M, Goshtchevsky U, Atlan T, Astre G, Halabi R, El H, Moses E, Lemus AJJ, Benayoun BA, Tzfati Y, Ben-Ami I, Harel I. The cGAS-STING pathway is an in vivo modifier of genomic instability syndromes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.16.618655. [PMID: 39464159 PMCID: PMC11508313 DOI: 10.1101/2024.10.16.618655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
Mutations in genes involved in DNA damage repair (DDR) often lead to premature aging syndromes. While recent evidence suggests that inflammation, alongside mutation accumulation and cell death, may drive disease phenotypes, its precise contribution to in vivo pathophysiology remains unclear. Here, by modeling Ataxia Telangiectasia (A-T) and Bloom Syndrome in the African turquoise killifish ( N. furzeri ), we replicate key phenotypes of DDR syndromes, including infertility, cytoplasmic DNA fragments, and reduced lifespan. The link between DDR defects and inflammation is attributed to the activation of the cGAS-STING pathway and interferon signaling by cytoplasmic DNA. Accordingly, mutating cGAS partially rescues germline defects and senescence in A-T fish. Double mutants also display reversal of telomere abnormalities and suppression of transposable elements, underscoring cGAS's non-canonical role as a DDR inhibitor. Our findings emphasize the role of interferon signaling in A-T pathology and identify the cGAS-STING pathway as a potential therapeutic target for genomic instability syndromes.
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5
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Harel I, Chen YR, Ziv I, Singh PP, Heinzer D, Navarro Negredo P, Goshtchevsky U, Wang W, Astre G, Moses E, McKay A, Machado BE, Hebestreit K, Yin S, Sánchez Alvarado A, Jarosz DF, Brunet A. Identification of protein aggregates in the aging vertebrate brain with prion-like and phase-separation properties. Cell Rep 2024; 43:112787. [PMID: 38810650 PMCID: PMC11285089 DOI: 10.1016/j.celrep.2023.112787] [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: 03/21/2022] [Revised: 04/23/2023] [Accepted: 06/26/2023] [Indexed: 05/31/2024] Open
Abstract
Protein aggregation, which can sometimes spread in a prion-like manner, is a hallmark of neurodegenerative diseases. However, whether prion-like aggregates form during normal brain aging remains unknown. Here, we use quantitative proteomics in the African turquoise killifish to identify protein aggregates that accumulate in old vertebrate brains. These aggregates are enriched for prion-like RNA-binding proteins, notably the ATP-dependent RNA helicase DDX5. We validate that DDX5 forms aggregate-like puncta in the brains of old killifish and mice. Interestingly, DDX5's prion-like domain allows these aggregates to propagate across many generations in yeast. In vitro, DDX5 phase separates into condensates. Mutations that abolish DDX5 prion propagation also impair the protein's ability to phase separate. DDX5 condensates exhibit enhanced enzymatic activity, but they can mature into inactive, solid aggregates. Our findings suggest that protein aggregates with prion-like properties form during normal brain aging, which could have implications for the age-dependency of cognitive decline.
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Affiliation(s)
- Itamar Harel
- Department of Genetics, Stanford University, Stanford, CA 94305, USA; The Silberman Institute, the Hebrew University of Jerusalem, Givat Ram, Jerusalem 91904, Israel.
| | - Yiwen R Chen
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA 94305, USA
| | - Inbal Ziv
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA 94305, USA
| | - Param Priya Singh
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Daniel Heinzer
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | | | - Uri Goshtchevsky
- The Silberman Institute, the Hebrew University of Jerusalem, Givat Ram, Jerusalem 91904, Israel
| | - Wei Wang
- Stowers Institute for Medical Research, Kansas City, MO 64110, USA
| | - Gwendoline Astre
- The Silberman Institute, the Hebrew University of Jerusalem, Givat Ram, Jerusalem 91904, Israel
| | - Eitan Moses
- The Silberman Institute, the Hebrew University of Jerusalem, Givat Ram, Jerusalem 91904, Israel
| | - Andrew McKay
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Ben E Machado
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Katja Hebestreit
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Sifei Yin
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA 94305, USA
| | | | - Daniel F Jarosz
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA.
| | - Anne Brunet
- Department of Genetics, Stanford University, Stanford, CA 94305, USA; Glenn Laboratories for the Biology of Aging, Stanford University, Stanford, CA 94305, USA.
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6
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Morabito G, Ryabova A, Valenzano DR. Immune aging in annual killifish. Immun Ageing 2024; 21:18. [PMID: 38459521 PMCID: PMC10921792 DOI: 10.1186/s12979-024-00418-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 02/12/2024] [Indexed: 03/10/2024]
Abstract
Turquoise killifish (Nothobranchius furzeri) evolved a naturally short lifespan of about six months and exhibit aging hallmarks that affect multiple organs. These hallmarks include protein aggregation, telomere shortening, cellular senescence, and systemic inflammation. Turquoise killifish possess the full spectrum of vertebrate-specific innate and adaptive immune system. However, during their recent evolutionary history, they lost subsets of mucosal-specific antibody isoforms that are present in other teleosts. As they age, the immune system of turquoise killifish undergoes dramatic cellular and systemic changes. These changes involve increased inflammation, reduced antibody diversity, an increased prevalence of pathogenic microbes in the intestine, and extensive DNA damage in immune progenitor cell clusters. Collectively, the wide array of age-related changes occurring in turquoise killifish suggest that, despite an evolutionary separation spanning hundreds of millions of years, teleosts and mammals share common features of immune system aging. Hence, the spontaneous aging observed in the killifish immune system offers an excellent opportunity for discovering fundamental and conserved aspects associated with immune system aging across vertebrates. Additionally, the species' naturally short lifespan of only a few months, along with its experimental accessibility, offers a robust platform for testing interventions to improve age-related dysfunctions in the whole organism and potentially inform the development of immune-based therapies for human aging-related diseases.
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Affiliation(s)
| | - Alina Ryabova
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany
| | - Dario Riccardo Valenzano
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany.
- Friedrich Schiller University, Jena, Germany.
- Cluster of Excellence Balance of the Microverse, Friedrich Schiller University, Jena, Germany.
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7
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Wang J, Torres IM, Shang M, Al-Armanazi J, Dilawar H, Hettiarachchi DU, Paladines-Parrales A, Chambers B, Pottle K, Soman M, Su B, Dunham RA. One-step knock-in of two antimicrobial peptide transgenes at multiple loci of catfish by CRISPR/Cas9-mediated multiplex genome engineering. Int J Biol Macromol 2024; 260:129384. [PMID: 38224812 DOI: 10.1016/j.ijbiomac.2024.129384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/23/2023] [Accepted: 01/01/2024] [Indexed: 01/17/2024]
Abstract
CRISPR/Cas9-mediated multiplex genome editing (MGE) conventionally uses multiple single-guide RNAs (sgRNAs) for gene-targeted mutagenesis via the non-homologous end joining (NHEJ) pathway. MGE has been proven to be highly efficient for functional gene disruption/knockout (KO) at multiple loci in mammalian cells or organisms. However, in the absence of a DNA donor, this approach is limited to small indels without transgene integration. Here, we establish the linear double-stranded DNA (dsDNA) and double-cut plasmid (dcPlasmid) combination-assisted MGE in channel catfish (Ictalurus punctatus), allowing combinational deletion mutagenesis and transgene knock-in (KI) at multiple sites through NHEJ/homology-directed repair (HDR) pathway in parallel. In this study, we used single-sgRNA-based genome editing (ssGE) and multi-sgRNA-based MGE (msMGE) to replace the luteinizing hormone (lh) and melanocortin-4 receptor (mc4r) genes with the cathelicidin (As-Cath) transgene and the myostatin (two target sites: mstn1, mstn2) gene with the cecropin (Cec) transgene, respectively. A total of 9000 embryos were microinjected from three families, and 1004 live fingerlings were generated and analyzed. There was no significant difference in hatchability (all P > 0.05) and fry survival (all P > 0.05) between ssGE and msMGE. Compared to ssGE, CRISPR/Cas9-mediated msMGE assisted by the mixture of dsDNA and dcPlasmid donors yielded a higher knock-in (KI) efficiency of As-Cath (19.93 %, [59/296] vs. 12.96 %, [45/347]; P = 0.018) and Cec (22.97 %, [68/296] vs. 10.80 %, [39/361]; P = 0.003) transgenes, respectively. The msMGE strategy can be used to generate transgenic fish carrying two transgenes at multiple loci. In addition, double and quadruple mutant individuals can be produced with high efficiency (36.3 % ∼ 71.1 %) in one-step microinjection. In conclusion, we demonstrated that the CRISPR/Cas9-mediated msMGE allows the one-step generation of simultaneous insertion of the As-Cath and Cec transgenes at four sites, and the simultaneous disruption of the lh, mc4r, mstn1 and mstn2 alleles. This msMGE system, aided by the mixture donors, promises to pioneer a new dimension in the drive and selection of multiple designated traits in other non-model organisms.
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Affiliation(s)
- Jinhai Wang
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America.
| | - Indira Medina Torres
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Mei Shang
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Jacob Al-Armanazi
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Hamza Dilawar
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Darshika U Hettiarachchi
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Abel Paladines-Parrales
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Barrett Chambers
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Kate Pottle
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Misha Soman
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
| | - Baofeng Su
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America.
| | - Rex A Dunham
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Auburn, AL 36849, United States of America
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8
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Boos F, Chen J, Brunet A. The African Turquoise Killifish: A Scalable Vertebrate Model for Aging and Other Complex Phenotypes. Cold Spring Harb Protoc 2024; 2024:107737. [PMID: 37100468 PMCID: PMC10890783 DOI: 10.1101/pdb.over107737] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]
Abstract
The African turquoise killifish Nothobranchius furzeri is currently the shortest-lived vertebrate that can be bred in captivity. Because of its short life span of only 4-6 months, rapid generation time, high fecundity, and low cost of maintenance, the African turquoise killifish has emerged as an attractive model organism that combines the scalability of invertebrate models with the unique features of vertebrate organisms. A growing community of researchers is using the African turquoise killifish for studies in diverse fields, including aging, organ regeneration, development, "suspended animation," evolution, neuroscience, and disease. A wide range of techniques is now available for killifish research, from genetic manipulations and genomic tools to specialized assays for studying life span, organ biology, response to injury, etc. This protocol collection provides detailed descriptions of the methods that are generally applicable to all killifish laboratories and those that are limited to specific disciplines. Here, we give an overview of the features that render the African turquoise killifish a unique fast-track vertebrate model organism.
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Affiliation(s)
- Felix Boos
- Department of Genetics, Stanford, California 94305, USA
| | - Jingxun Chen
- Department of Genetics, Stanford, California 94305, USA
| | - Anne Brunet
- Department of Genetics, Stanford, California 94305, USA
- Glenn Laboratories for the Biology of Aging at Stanford, Stanford, California 94305, USA
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9
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Teefy BB, Lemus AJJ, Adler A, Xu A, Bhala R, Hsu K, Benayoun BA. Widespread sex dimorphism across single-cell transcriptomes of adult African turquoise killifish tissues. Cell Rep 2023; 42:113237. [PMID: 37837621 PMCID: PMC10842523 DOI: 10.1016/j.celrep.2023.113237] [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: 05/05/2023] [Revised: 08/18/2023] [Accepted: 09/25/2023] [Indexed: 10/16/2023] Open
Abstract
The African turquoise killifish (Nothobranchius furzeri), the shortest-lived vertebrate that can be bred in captivity, is an emerging model organism for aging research. Here, we describe a multitissue, single-cell gene expression atlas of female and male blood, kidney, liver, and spleen. We annotate 22 cell types, define marker genes, and infer differentiation trajectories. We find pervasive sex-dimorphic gene expression across cell types. Sex-dimorphic genes tend to be linked to lipid metabolism, consistent with clear differences in lipid storage in female vs. male turquoise killifish livers. We use machine learning to predict sex using single-cell gene expression and identify potential markers for molecular sex identity. As a proof of principle, we show that our atlas can be used to deconvolute existing bulk RNA sequencing (RNA-seq) data to obtain accurate estimates of cell type proportions. This atlas can be a resource to the community that could be leveraged to develop cell-type-specific expression in transgenic animals.
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Affiliation(s)
- Bryan B Teefy
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Aaron J J Lemus
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA; Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts, and Sciences, Los Angeles, CA 90089, USA
| | - Ari Adler
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Alan Xu
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA; Quantitative & Computational Biology Department, USC Dornsife College of Letters, Arts, and Sciences, Los Angeles, CA 90089, USA
| | - Rajyk Bhala
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Katelyn Hsu
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA; Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts, and Sciences, Los Angeles, CA 90089, USA
| | - Bérénice A Benayoun
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA; Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts, and Sciences, Los Angeles, CA 90089, USA; Biochemistry and Molecular Medicine Department, USC Keck School of Medicine, Los Angeles, CA 90089, USA; Epigenetics and Gene Regulation, USC Norris Comprehensive Cancer Center, Los Angeles, CA 90089, USA; USC Stem Cell Initiative, Los Angeles, CA 90089, USA.
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10
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Xu A, Teefy BB, Lu RJ, Nozownik S, Tyers AM, Valenzano DR, Benayoun BA. Transcriptomes of aging brain, heart, muscle, and spleen from female and male African turquoise killifish. Sci Data 2023; 10:695. [PMID: 37828039 PMCID: PMC10570339 DOI: 10.1038/s41597-023-02609-x] [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: 06/21/2023] [Accepted: 09/28/2023] [Indexed: 10/14/2023] Open
Abstract
The African turquoise killifish is an emerging vertebrate model organism with great potential for aging research due to its naturally short lifespan. Thus far, turquoise killifish aging 'omic' studies have examined a single organ, single sex and/or evaluated samples from non-reference strains. Here, we describe a resource dataset of ribosomal RNA-depleted RNA-seq libraries generated from the brain, heart, muscle, and spleen from both sexes, as well as young and old animals, in the reference GRZ turquoise killifish strain. We provide basic quality control steps and demonstrate the utility of our dataset by performing differential gene expression and gene ontology analyses by age and sex. Importantly, we show that age has a greater impact than sex on transcriptional landscapes across probed tissues. Finally, we confirm transcription of transposable elements (TEs), which are highly abundant and increase in expression with age in brain tissue. This dataset will be a useful resource for exploring gene and TE expression as a function of both age and sex in a powerful naturally short-lived vertebrate model.
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Affiliation(s)
- Alan Xu
- Quantitative & Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, CA, 90089, USA
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, 90089, USA
| | - Bryan B Teefy
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, 90089, USA
| | - Ryan J Lu
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, 90089, USA
- Graduate Program in the Biology of Aging, University of Southern California, Los Angeles, CA, USA
| | - Séverine Nozownik
- Unit of Forensic Genetics, University Center of Legal Medicine, Lausanne, Switzerland
| | - Alexandra M Tyers
- Max Planck Institute for Biology of Ageing, Joseph-Stelzmann Strasse 9b, 50931, Cologne, Germany
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Vairão, Portugal
| | - Dario R Valenzano
- Max Planck Institute for Biology of Ageing, Joseph-Stelzmann Strasse 9b, 50931, Cologne, Germany
| | - Bérénice A Benayoun
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, 90089, USA.
- Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, CA, 90089, USA.
- Biochemistry and Molecular Medicine Department, USC Keck School of Medicine, Los Angeles, CA, 90089, USA.
- USC Norris Comprehensive Cancer Center, Epigenetics and Gene Regulation, Los Angeles, CA, 90089, USA.
- USC Stem Cell Initiative, Los Angeles, CA, 90089, USA.
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11
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Bedbrook CN, Nath RD, Nagvekar R, Deisseroth K, Brunet A. Rapid and precise genome engineering in a naturally short-lived vertebrate. eLife 2023; 12:e80639. [PMID: 37191291 PMCID: PMC10188113 DOI: 10.7554/elife.80639] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 04/14/2023] [Indexed: 05/17/2023] Open
Abstract
The African turquoise killifish is a powerful vertebrate system to study complex phenotypes at scale, including aging and age-related disease. Here, we develop a rapid and precise CRISPR/Cas9-mediated knock-in approach in the killifish. We show its efficient application to precisely insert fluorescent reporters of different sizes at various genomic loci in order to drive cell-type- and tissue-specific expression. This knock-in method should allow the establishment of humanized disease models and the development of cell-type-specific molecular probes for studying complex vertebrate biology.
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Affiliation(s)
- Claire N Bedbrook
- Department of Genetics, Stanford UniversityStanfordUnited States
- Department of Bioengineering, Stanford UniversityStanfordUnited States
| | - Ravi D Nath
- Department of Genetics, Stanford UniversityStanfordUnited States
| | - Rahul Nagvekar
- Department of Genetics, Stanford UniversityStanfordUnited States
| | - Karl Deisseroth
- Department of Bioengineering, Stanford UniversityStanfordUnited States
- Department of Psychiatry and Behavioral Sciences, Stanford UniversityStanfordUnited States
- Howard Hughes Medical Institute, Stanford UniversityStanfordUnited States
| | - Anne Brunet
- Department of Genetics, Stanford UniversityStanfordUnited States
- Glenn Laboratories for the Biology of Aging at StanfordStanfordUnited States
- Wu Tsai Neurosciences Institute, Stanford UniversityStanfordUnited States
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12
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Teefy BB, Lemus AJ, Adler A, Xu A, Bhala R, Hsu K, Benayoun BA. Widespread sex-dimorphism across single-cell transcriptomes of adult African turquoise killifish tissues. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.05.539616. [PMID: 37214847 PMCID: PMC10197525 DOI: 10.1101/2023.05.05.539616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The African turquoise killifish (Nothobranchius furzeri), the shortest-lived vertebrate that can be bred in captivity, is an emerging model organism to study vertebrate aging. Here we describe the first multi-tissue, single-cell gene expression atlas of female and male turquoise killifish tissues comprising immune and metabolic cells from the blood, kidney, liver, and spleen. We were able to annotate 22 distinct cell types, define associated marker genes, and infer differentiation trajectories. Using this dataset, we found pervasive sex-dimorphic gene expression across cell types, especially in the liver. Sex-dimorphic genes tended to be involved in processes related to lipid metabolism, and indeed, we observed clear differences in lipid storage in female vs. male turquoise killifish livers. Importantly, we use machine-learning to predict sex using single-cell gene expression in our atlas and identify potential transcriptional markers for molecular sex identity in this species. As proof-of-principle, we show that our atlas can be used to deconvolute existing liver bulk RNA-seq data in this species to obtain accurate estimates of cell type proportions across biological conditions. We believe that this single-cell atlas can be a resource to the community that could notably be leveraged to identify cell type-specific genes for cell type-specific expression in transgenic animals.
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Affiliation(s)
- Bryan B. Teefy
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Aaron J.J. Lemus
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
- Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, CA 90089, USA
| | - Ari Adler
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Alan Xu
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
- Quantitative & Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, CA 90089, USA
| | - Rajyk Bhala
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Katelyn Hsu
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
- Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, CA 90089, USA
| | - Bérénice A. Benayoun
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
- Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, CA 90089, USA
- Biochemistry and Molecular Medicine Department, USC Keck School of Medicine, Los Angeles, CA 90089, USA
- USC Norris Comprehensive Cancer Center, Epigenetics and Gene Regulation, Los Angeles, CA 90089, USA
- USC Stem Cell Initiative, Los Angeles, CA 90089, USA
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