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Del Prado JAN, Ding Y, Sonneville JD, der Kolk KJV, Moreno-Mateos MA, Málaga-Trillo E, Spaink HP. Comparing robotic and manual injection methods in zebrafish embryos for high-throughput RNA silencing using CRISPR-RfxCas13d. Biotechniques 2024; 76:183-191. [PMID: 38420933 DOI: 10.2144/btn-2023-0062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024] Open
Abstract
In this study, the authors compared the efficiency of automated robotic and manual injection methods for the CRISPR-RfxCas13d (CasRx) system for mRNA knockdown and Cas9-mediated DNA targeting in zebrafish embryos. They targeted the no tail (TBXTA) gene as a proof-of-principle, evaluating the induced embryonic phenotypes. Both Cas9 and CasRx systems caused loss of function phenotypes for TBXTA. Cas9 protein exhibited a higher percentage of severe phenotypes compared with mRNA, while CasRx protein and mRNA showed similar efficiency. Both robotic and manual injections demonstrated comparable phenotype percentages and mortality rates. The findings highlight the potential of RNA-targeting CRISPR effectors for precise gene knockdown and endorse automated microinjection at a speed of 1.0 s per embryo as a high-throughput alternative to manual methods.
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Affiliation(s)
- Joaquin Abugattas-Nuñez Del Prado
- Institute of Biology Leiden, Animal Science & Health, Leiden University, Einsteinweg 55, Leiden, 2333CC, The Netherlands
- Department of Biology, Universidad Peruana Cayetano Heredia, Av. Honorio Delgado 430, Lima, 15102, Perú
| | - Yi Ding
- Life Science Methods BV, JH Oortweg 19, Leiden, 2333CH, The Netherlands
| | - Jan de Sonneville
- Life Science Methods BV, JH Oortweg 19, Leiden, 2333CH, The Netherlands
| | | | - Miguel A Moreno-Mateos
- Andalusian Center for Developmental Biology (CABD), Pablo de Olavide University/CSIC/Junta de Andalucía, Ctra. Utrera Km.1, Seville, 41013, Spain
- Department of Molecular Biology & Biochemical Engineering, Pablo de Olavide University, Ctra. Utrera Km.1, Seville, 41013, Spain
| | - Edward Málaga-Trillo
- Department of Biology, Universidad Peruana Cayetano Heredia, Av. Honorio Delgado 430, Lima, 15102, Perú
| | - Herman P Spaink
- Institute of Biology Leiden, Animal Science & Health, Leiden University, Einsteinweg 55, Leiden, 2333CC, The Netherlands
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2
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Guerrero-Egido G, Pintado A, Bretscher KM, Arias-Giraldo LM, Paulson JN, Spaink HP, Claessen D, Ramos C, Cazorla FM, Medema MH, Raaijmakers JM, Carrión VJ. bacLIFE: a user-friendly computational workflow for genome analysis and prediction of lifestyle-associated genes in bacteria. Nat Commun 2024; 15:2072. [PMID: 38453959 PMCID: PMC10920822 DOI: 10.1038/s41467-024-46302-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 02/21/2024] [Indexed: 03/09/2024] Open
Abstract
Bacteria have an extensive adaptive ability to live in close association with eukaryotic hosts, exhibiting detrimental, neutral or beneficial effects on host growth and health. However, the genes involved in niche adaptation are mostly unknown and their functions poorly characterized. Here, we present bacLIFE ( https://github.com/Carrion-lab/bacLIFE ) a streamlined computational workflow for genome annotation, large-scale comparative genomics, and prediction of lifestyle-associated genes (LAGs). As a proof of concept, we analyzed 16,846 genomes from the Burkholderia/Paraburkholderia and Pseudomonas genera, which led to the identification of hundreds of genes potentially associated with a plant pathogenic lifestyle. Site-directed mutagenesis of 14 of these predicted LAGs of unknown function, followed by plant bioassays, showed that 6 predicted LAGs are indeed involved in the phytopathogenic lifestyle of Burkholderia plantarii and Pseudomonas syringae pv. phaseolicola. These 6 LAGs encompassed a glycosyltransferase, extracellular binding proteins, homoserine dehydrogenases and hypothetical proteins. Collectively, our results highlight bacLIFE as an effective computational tool for prediction of LAGs and the generation of hypotheses for a better understanding of bacteria-host interactions.
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Affiliation(s)
- Guillermo Guerrero-Egido
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, 6708 PB, Wageningen, The Netherlands
- Departamento de Microbiología, Facultad de Ciencias, Campus Universitario de Teatinos s/n, Universidad de Málaga, 29010, Málaga, Spain
- Departamento de Protección de Cultivos, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Campus Universitario de Teatinos, Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), 29010, Málaga, Spain
| | - Adrian Pintado
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
- Departamento de Microbiología, Facultad de Ciencias, Campus Universitario de Teatinos s/n, Universidad de Málaga, 29010, Málaga, Spain
- Departamento de Protección de Cultivos, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Campus Universitario de Teatinos, Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), 29010, Málaga, Spain
| | - Kevin M Bretscher
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, 6708 PB, Wageningen, The Netherlands
- Departamento de Microbiología, Facultad de Ciencias, Campus Universitario de Teatinos s/n, Universidad de Málaga, 29010, Málaga, Spain
- Departamento de Protección de Cultivos, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Campus Universitario de Teatinos, Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), 29010, Málaga, Spain
| | - Luisa-Maria Arias-Giraldo
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, 6708 PB, Wageningen, The Netherlands
| | - Joseph N Paulson
- Department of Data Sciences, N-Power Medicine, Redwood City, CA, 94063, USA
| | - Herman P Spaink
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
| | - Dennis Claessen
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
| | - Cayo Ramos
- Departamento de Protección de Cultivos, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Campus Universitario de Teatinos, Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), 29010, Málaga, Spain
- Área de Genética, Facultad de Ciencias, Campus Universitario de Teatinos s/n, Universidad de Málaga, 29010, Málaga, Spain
| | - Francisco M Cazorla
- Departamento de Microbiología, Facultad de Ciencias, Campus Universitario de Teatinos s/n, Universidad de Málaga, 29010, Málaga, Spain
- Departamento de Protección de Cultivos, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Campus Universitario de Teatinos, Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), 29010, Málaga, Spain
| | - Marnix H Medema
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
- Bioinformatics Group, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Jos M Raaijmakers
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, 6708 PB, Wageningen, The Netherlands
| | - Víctor J Carrión
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands.
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10, 6708 PB, Wageningen, The Netherlands.
- Departamento de Microbiología, Facultad de Ciencias, Campus Universitario de Teatinos s/n, Universidad de Málaga, 29010, Málaga, Spain.
- Departamento de Protección de Cultivos, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Campus Universitario de Teatinos, Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), 29010, Málaga, Spain.
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3
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van Bergeijk DA, Augustijn HE, Elsayed SS, Willemse J, Carrión VJ, Du C, Urem M, Grigoreva LV, Cheprasov MY, Grigoriev S, Jansen H, Wintermans B, Budding AE, Spaink HP, Medema MH, van Wezel GP. Taxonomic and metabolic diversity of Actinomycetota isolated from faeces of a 28,000-year-old mammoth. Environ Microbiol 2024; 26:e16589. [PMID: 38356049 DOI: 10.1111/1462-2920.16589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/25/2024] [Indexed: 02/16/2024]
Abstract
Ancient environmental samples, including permafrost soils and frozen animal remains, represent an archive with microbial communities that have barely been explored. This yet unexplored microbial world is a genetic resource that may provide us with new evolutionary insights into recent genomic changes, as well as novel metabolic pathways and chemistry. Here, we describe Actinomycetota Micromonospora, Oerskovia, Saccharopolyspora, Sanguibacter and Streptomyces species were successfully revived and their genome sequences resolved. Surprisingly, the genomes of these bacteria from an ancient source show a large phylogenetic distance to known strains and harbour many novel biosynthetic gene clusters that may well represent uncharacterised biosynthetic potential. Metabolic profiles of the strains display the production of known molecules like antimycin, conglobatin and macrotetrolides, but the majority of the mass features could not be dereplicated. Our work provides insights into Actinomycetota isolated from an ancient source, yielding unexplored genomic information that is not yet present in current databases.
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Affiliation(s)
- Doris A van Bergeijk
- Department of Microbiology, Immunology and Transplantation (Laboratory of Molecular Bacteriology), KU Leuven, Leuven, Belgium
- Center for Microbiology, VIB, Leuven, Belgium
| | - Hannah E Augustijn
- Institute of Biology, Leiden University, Leiden, The Netherlands
- Bioinformatics Group, Wageningen University, Wageningen, The Netherlands
| | | | - Joost Willemse
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Victor J Carrión
- Institute of Biology, Leiden University, Leiden, The Netherlands
- Department of Microbiology, University of Málaga, Málaga, Spain
- Department of Microbial Ecology, Netherlands Institute of Ecology, Wageningen, The Netherlands
| | - Chao Du
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Mia Urem
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | | | | | | | | | - Bas Wintermans
- Department of Medical Microbiology, Adrz Hospital, Goes, The Netherlands
| | | | - Herman P Spaink
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Marnix H Medema
- Institute of Biology, Leiden University, Leiden, The Netherlands
- Bioinformatics Group, Wageningen University, Wageningen, The Netherlands
| | - Gilles P van Wezel
- Institute of Biology, Leiden University, Leiden, The Netherlands
- Department of Microbial Ecology, Netherlands Institute of Ecology, Wageningen, The Netherlands
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4
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Johansen MD, Spaink HP, Oehlers SH, Kremer L. Modeling nontuberculous mycobacterial infections in zebrafish. Trends Microbiol 2023:S0966-842X(23)00329-3. [PMID: 38135617 DOI: 10.1016/j.tim.2023.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 11/24/2023] [Accepted: 11/27/2023] [Indexed: 12/24/2023]
Abstract
The incidence of infections due to nontuberculous mycobacteria (NTM) has increased rapidly in recent years, surpassing tuberculosis in developed countries. Due to inherent antimicrobial resistance, NTM infections are particularly difficult to treat with low cure rates. There is an urgent need to understand NTM pathogenesis and to develop novel therapeutic approaches for the treatment of NTM diseases. Zebrafish have emerged as an excellent animal model due to genetic amenability and optical transparency during embryonic development, allowing spatiotemporal visualization of host-pathogen interactions. Furthermore, adult zebrafish possess fully functional innate and adaptive immunity and recapitulate important pathophysiological hallmarks of mycobacterial infection. Here, we report recent breakthroughs in understanding the hallmarks of NTM infections using the zebrafish model.
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Affiliation(s)
- Matt D Johansen
- Centre for Inflammation, Centenary Institute and University of Technology Sydney, Faculty of Science, School of Life Sciences, Sydney, NSW, Australia
| | - Herman P Spaink
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Stefan H Oehlers
- A*STAR Infectious Diseases Labs (A*STAR ID Labs), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Laurent Kremer
- Centre National de la Recherche Scientifique, UMR 9004, Institut de Recherche en Infectiologie de Montpellier (IRIM), Université de Montpellier, 1919 Route de Mende, 34293, Montpellier, France; INSERM, IRIM, 34293 Montpellier, France.
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5
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Khalil R, Bonnemaijer JDD, Kreutz R, Spaink HP, Hogendoorn PCW, Baelde HJ. Transmembrane protein 14A protects glomerular filtration barrier integrity. Physiol Rep 2023; 11:e15847. [PMID: 38054547 PMCID: PMC10698812 DOI: 10.14814/phy2.15847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 10/19/2023] [Accepted: 10/20/2023] [Indexed: 12/07/2023] Open
Abstract
Transmembrane protein 14A (TMEM14A) is a relatively unknown protein that is now identified to be required for maintaining the integrity of the glomerular filtration barrier. It is an integral transmembrane protein of 99 amino acids with three transmembrane domains. TMEM14A has been implied to suppress Bax-mediated apoptosis in other studies. Other than that, little is currently known of its function. Here, we show that its expression is diminished before onset of proteinuria in a spontaneously proteinuric rat model. Knocking down tmem14a mRNA translation results in proteinuria in zebrafish embryos without affecting tubular reabsorption. Also, it is primarily expressed by podocytes. Lastly, an increase in glomerular TMEM14A expression is exhibited in various proteinuric renal diseases. Overall, these results suggest that TMEM14A is a novel factor in the protective mechanisms of the nephron to maintain glomerular filtration barrier integrity.
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Affiliation(s)
- Ramzi Khalil
- Department of PathologyLeiden University Medical CenterLeidenThe Netherlands
| | | | - Reinhold Kreutz
- Institute of Clinical Pharmacology and ToxicologyCharité ‐ University MedicineBerlinGermany
| | - Herman P. Spaink
- Institute of Biology LeidenLeiden UniversityLeidenThe Netherlands
| | | | - Hans J. Baelde
- Department of PathologyLeiden University Medical CenterLeidenThe Netherlands
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6
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Blasweiler A, Megens HJ, Goldman MRG, Tadmor-Levi R, Lighten J, Groenen MAM, Dirks RP, Jansen HJ, Spaink HP, David L, Boudinot P, Wiegertjes GF. Symmetric expression of ohnologs encoding conserved antiviral responses in tetraploid common carp suggest absence of subgenome dominance after whole genome duplication. Genomics 2023; 115:110723. [PMID: 37804957 DOI: 10.1016/j.ygeno.2023.110723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 08/22/2023] [Accepted: 09/25/2023] [Indexed: 10/09/2023]
Abstract
Allopolyploids often experience subgenome dominance, with one subgenome showing higher levels of gene expression and greater gene retention. Here, we address the functionality of both subgenomes of allotetraploid common carp (Cyprinus carpio) by analysing a functional network of interferon-stimulated genes (ISGs) crucial in anti-viral immune defence. As an indicator of subgenome dominance we investigated retainment of a core set of ohnologous ISGs. To facilitate our functional genomic analysis a high quality genome was assembled (WagV4.0). Transcriptome data from an in vitro experiment mimicking a viral infection was used to infer ISG expression. Transcriptome analysis confirmed induction of 88 ISG ohnologs on both subgenomes. In both control and infected states, average expression of ISG ohnologs was comparable between the two subgenomes. Also, the highest expressing and most inducible gene copies of an ohnolog pair could be derived from either subgenome. We found no strong evidence of subgenome dominance for common carp.
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Affiliation(s)
- A Blasweiler
- Aquaculture and Fisheries, Wageningen University, the Netherlands; Animal Breeding and Genomics, Wageningen University, the Netherlands.
| | - H-J Megens
- Animal Breeding and Genomics, Wageningen University, the Netherlands
| | - M R G Goldman
- Aquaculture and Fisheries, Wageningen University, the Netherlands
| | - R Tadmor-Levi
- Dept. of Animal Sciences, RH Smith Faculty of Agriculture Food and Environment, The Hebrew University of Jerusalem, Israel
| | - J Lighten
- Biosciences, University of Exeter, United Kingdom
| | - M A M Groenen
- Animal Breeding and Genomics, Wageningen University, the Netherlands
| | - R P Dirks
- Future Genomics Technologies B.V., the Netherlands
| | - H J Jansen
- Future Genomics Technologies B.V., the Netherlands
| | - H P Spaink
- Institute of Biology, Leiden University, Leiden, Netherlands
| | - L David
- Dept. of Animal Sciences, RH Smith Faculty of Agriculture Food and Environment, The Hebrew University of Jerusalem, Israel
| | - P Boudinot
- Université Paris-Saclay, INRAE, UVSQ, VIM, Jouy-en-Josas, 78350, France
| | - G F Wiegertjes
- Aquaculture and Fisheries, Wageningen University, the Netherlands
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7
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Zhu K, Spaink HP, Durston AJ. Patterning of the Vertebrate Head in Time and Space by BMP Signaling. J Dev Biol 2023; 11:31. [PMID: 37489332 PMCID: PMC10366882 DOI: 10.3390/jdb11030031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 06/19/2023] [Accepted: 06/27/2023] [Indexed: 07/26/2023] Open
Abstract
How head patterning is regulated in vertebrates is yet to be understood. In this study, we show that frog embryos injected with Noggin at different blastula and gastrula stages had their head development sequentially arrested at different positions. When timed BMP inhibition was applied to BMP-overexpressing embryos, the expression of five genes: xcg-1 (a marker of the cement gland, which is the front-most structure in the frog embryo), six3 (a forebrain marker), otx2 (a forebrain and mid-brain marker), gbx2 (an anterior hindbrain marker), and hoxd1 (a posterior hindbrain marker) were sequentially fixed. These results suggest that the vertebrate head is patterned from anterior to posterior in a progressive fashion and may involve timed actions of the BMP signaling.
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Affiliation(s)
- Kongju Zhu
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
- Department of Pathology, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, USA
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Division of Genetics and Genomics, Boston Children's Hospital, Center for Life Sciences, Blackfan Circle, Boston, MA 02115, USA
| | - Herman P Spaink
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
| | - Antony J Durston
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
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8
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Hu W, Liu L, Forn-Cuní G, Ding Y, Alia A, Spaink HP. Transcriptomic and Metabolomic Studies Reveal That Toll-like Receptor 2 Has a Role in Glucose-Related Metabolism in Unchallenged Zebrafish Larvae ( Danio rerio). Biology (Basel) 2023; 12:biology12020323. [PMID: 36829598 PMCID: PMC9952914 DOI: 10.3390/biology12020323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/13/2023] [Accepted: 02/14/2023] [Indexed: 02/19/2023]
Abstract
Toll-like receptors (TLRs) have been implicated in the regulation of various metabolism pathways, in addition to their function in innate immunity. Here, we investigate the metabolic function of TLR2 in a larval zebrafish system. We studied larvae from a tlr2 mutant and the wild type sibling controls in an unchallenged normal developmental condition using transcriptomic and metabolomic analyses methods. RNAseq was used to evaluate transcriptomic differences between the tlr2 mutant and wild-type control zebrafish larvae and found a signature set of 149 genes to be significantly altered in gene expression. The expression level of several genes was confirmed by qPCR analyses. Gene set enrichment analysis (GSEA) revealed differential enrichment of genes between the two genotypes related to valine, leucine, and isoleucine degradation and glycolysis and gluconeogenesis. Using 1H nuclear magnetic resonance (NMR) metabolomics, we found that glucose and various metabolites related with glucose metabolism were present at higher levels in the tlr2 mutant. Furthermore, we confirmed that the glucose level is higher in tlr2 mutants by using a fluorometric assay. Therefore, we have shown that TLR2, in addition to its function in immunity, has a function in controlling metabolism during vertebrate development. The functions are associated with transcriptional regulation of various enzymes involved in glucose metabolism that could explain the different levels of glucose, lactate, succinate, and malate in larvae of a tlr2 mutant.
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Affiliation(s)
- Wanbin Hu
- Institute of Biology Leiden, Animal Science and Health, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Li Liu
- Institute of Biology Leiden, Animal Science and Health, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Gabriel Forn-Cuní
- Institute of Biology Leiden, Animal Science and Health, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Yi Ding
- Institute of Biology Leiden, Animal Science and Health, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Alia Alia
- Institute for Medical Physics and Biophysics, University of Leipzig, 04107 Leipzig, Germany
- Leiden Institute of Chemistry, Leiden University, 2333 CC Leiden, The Netherlands
| | - Herman P. Spaink
- Institute of Biology Leiden, Animal Science and Health, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
- Correspondence:
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9
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Allers M, Bakker PA, Hoeksma J, Spaink HP, den Hertog J. Loss of Shp1 impairs myeloid cell function and causes lethal inflammation in zebrafish larvae. Dis Model Mech 2023; 16:286663. [PMID: 36645087 PMCID: PMC9922729 DOI: 10.1242/dmm.049715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 01/10/2023] [Indexed: 01/17/2023] Open
Abstract
PTPN6 encodes SHP1, a protein tyrosine phosphatase with an essential role in immune cell function. SHP1 mutations are associated with neutrophilic dermatoses and emphysema in humans, which resembles the phenotype seen in motheaten mice that lack functional SHP1. To investigate the function of Shp1 in developing zebrafish embryos, we generated a ptpn6 knockout zebrafish line lacking functional Shp1. Shp1 knockout caused severe inflammation and lethality around 17 days post fertilization (dpf). During early development, the myeloid lineage was affected, resulting in a decrease in the number of neutrophils and a concomitant increase in the number of macrophages. The number of emerging hematopoietic stem and progenitor cells (HSPCs) was decreased, but due to hyperproliferation, the number of HSPCs was higher in ptpn6 mutants than in siblings at 5 dpf. Finally, the directional migration of neutrophils and macrophages was decreased in response to wounding, and fewer macrophages were recruited to the wound site. Yet, regeneration of the caudal fin fold was normal. We conclude that loss of Shp1 impaired neutrophil and macrophage function, and caused severe inflammation and lethality at the larval stage.
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Affiliation(s)
- Maaike Allers
- Hubrecht Institute-KNAW and University Medical Center Utrecht, 3584 CT Utrecht, The Netherlands
| | - Petra A Bakker
- Hubrecht Institute-KNAW and University Medical Center Utrecht, 3584 CT Utrecht, The Netherlands.,Institute Biology Leiden, Leiden University, 2333 BE Leiden, The Netherlands
| | - Jelmer Hoeksma
- Hubrecht Institute-KNAW and University Medical Center Utrecht, 3584 CT Utrecht, The Netherlands
| | - Herman P Spaink
- Institute Biology Leiden, Leiden University, 2333 BE Leiden, The Netherlands
| | - Jeroen den Hertog
- Hubrecht Institute-KNAW and University Medical Center Utrecht, 3584 CT Utrecht, The Netherlands.,Institute Biology Leiden, Leiden University, 2333 BE Leiden, The Netherlands
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10
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Hu W, Koch BEV, Lamers GEM, Forn-Cuní G, Spaink HP. Specificity of the innate immune responses to different classes of non-tuberculous mycobacteria. Front Immunol 2023; 13:1075473. [PMID: 36741407 PMCID: PMC9890051 DOI: 10.3389/fimmu.2022.1075473] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 12/22/2022] [Indexed: 01/19/2023] Open
Abstract
Mycobacterium avium is the most common nontuberculous mycobacterium (NTM) species causing infectious disease. Here, we characterized a M. avium infection model in zebrafish larvae, and compared it to M. marinum infection, a model of tuberculosis. M. avium bacteria are efficiently phagocytosed and frequently induce granuloma-like structures in zebrafish larvae. Although macrophages can respond to both mycobacterial infections, their migration speed is faster in infections caused by M. marinum. Tlr2 is conservatively involved in most aspects of the defense against both mycobacterial infections. However, Tlr2 has a function in the migration speed of macrophages and neutrophils to infection sites with M. marinum that is not observed with M. avium. Using RNAseq analysis, we found a distinct transcriptome response in cytokine-cytokine receptor interaction for M. avium and M. marinum infection. In addition, we found differences in gene expression in metabolic pathways, phagosome formation, matrix remodeling, and apoptosis in response to these mycobacterial infections. In conclusion, we characterized a new M. avium infection model in zebrafish that can be further used in studying pathological mechanisms for NTM-caused diseases.
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11
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Eeza MNH, Singer R, Ding Y, He J, Zuberi Z, Baelde HJ, de Groot HJM, Matysik J, Spaink HP, Alia A. Probing microstructural changes in muscles of leptin-deficient zebrafish by non-invasive ex-vivo magnetic resonance microimaging. PLoS One 2023; 18:e0284215. [PMID: 37058498 PMCID: PMC10104282 DOI: 10.1371/journal.pone.0284215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 03/27/2023] [Indexed: 04/15/2023] Open
Abstract
Leptin is a hormone that plays a key role in controlling food intake and energy homeostasis. Skeletal muscle is an important target for leptin and recent studies have shown that leptin deficiency may lead to muscular atrophy. However, leptin deficiency-induced structural changes in muscles are poorly understood. The zebrafish has emerged as an excellent model organism for studies of vertebrate diseases and hormone response mechanisms. In this study, we explored ex-vivo magnetic resonance microimaging (μMRI) methods to non-invasively assess muscle wasting in leptin-deficient (lepb-/-) zebrafish model. The fat mapping performed by using chemical shift selective imaging shows significant fat infiltration in muscles of lepb-/- zebrafish compared to control zebrafish. T2 relaxation measurements show considerably longer T2 values in the muscle of lepb-/- zebrafish. Multiexponential T2 analysis detected a significantly higher value and magnitude of long T2 component in the muscles of lepb-/- as compared to control zebrafish. For further zooming into the microstructural changes, we applied diffusion-weighted MRI. The results show a significant decrease in the apparent diffusion coefficient indicating increased constraints of molecular movements within the muscle regions of lepb-/- zebrafish. The use of the phasor transformation for the separation of diffusion-weighted decay signals showed a bi-component diffusion system which allows us to estimate each fraction on a voxel-wise basis. A substantial difference was found between the ratio of two components in lepb-/- and control zebrafish muscles, indicating alterations in diffusion behavior associated with the tissue microstructural changes in muscles of lepb-/- zebrafish as compared to control zebrafish. Taken together, our results demonstrate that the muscles of lepb-/- zebrafish undergo significant fat infiltration and microstructural changes leading to muscle wasting. This study also demonstrates that μMRI provides excellent means to non-invasively study the microstructural changes in the muscles of the zebrafish model.
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Affiliation(s)
- Muhamed N Hashem Eeza
- Institute of Medical Physics and Biophysics, Leipzig University, Leipzig, Germany
- Institut für Analytische Chemie, Leipzig University, Leipzig, Germany
| | - Rico Singer
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Yi Ding
- Institute of Biology (IBL), Leiden University, Leiden, The Netherlands
| | - Junling He
- Institute of Biology (IBL), Leiden University, Leiden, The Netherlands
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Zain Zuberi
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Hans J Baelde
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Huub J M de Groot
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Jörg Matysik
- Institut für Analytische Chemie, Leipzig University, Leipzig, Germany
| | - Herman P Spaink
- Institute of Biology (IBL), Leiden University, Leiden, The Netherlands
| | - A Alia
- Institute of Medical Physics and Biophysics, Leipzig University, Leipzig, Germany
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
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12
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Ding Y, Haks MC, van den Eeden SJF, Ottenhoff THM, Harms AC, Hankemeier T, Eeza MNH, Matysik J, Alia A, Spaink HP. Leptin mutation and mycobacterial infection lead non-synergistically to a similar metabolic syndrome. Metabolomics 2022; 18:67. [PMID: 35933481 PMCID: PMC9356939 DOI: 10.1007/s11306-022-01921-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 07/07/2022] [Indexed: 11/25/2022]
Abstract
INTRODUCTION The leptin signaling pathway plays an important role as a key regulator of glucose homeostasis, metabolism control and systemic inflammatory responses. However, the metabolic effects of leptin on infectious diseases, for example tuberculosis (TB), are still little known. OBJECTIVES In this study, we aim to investigate the role of leptin on metabolism in the absence and presence of mycobacterial infection in zebrafish larvae and mice. METHODS Metabolites in entire zebrafish larvae and the blood of mice were studied using high-resolution magic-angle-spinning nuclear magnetic resonance (HR-MAS NMR) spectroscopy and mass spectrometry, respectively. For transcriptome studies of zebrafish larvae, deep RNA sequencing was used. RESULTS The results show that leptin mutation leads to a similar metabolic syndrome as caused by mycobacterial infection in the two species, characterized by the decrease of 11 amine metabolites. In both species, this metabolic syndrome was not aggravated further when the leptin mutant was infected by mycobacteria. Therefore, we conclude that leptin and mycobacterial infection are both impacting metabolism non-synergistically. In addition, we studied the transcriptomes of lepbibl54 mutant zebrafish larvae and wild type (WT) siblings after mycobacterial infection. These studies showed that mycobacteria induced a very distinct transcriptome signature in the lepbibl54 mutant zebrafish compared to WT sibling control larvae. Furthermore, lepbibl55 Tg (pck1:luc1) zebrafish line was constructed and confirmed this difference in transcriptional responses. CONCLUSIONS Leptin mutation and TB lead non-synergistically to a similar metabolic syndrome. Moreover, different transcriptomic responses in the lepbibl54 mutant and TB can lead to the similar metabolic end states.
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Affiliation(s)
- Yi Ding
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
| | - Mariëlle C Haks
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Susan J F van den Eeden
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Tom H M Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Amy C Harms
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Thomas Hankemeier
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Muhamed N H Eeza
- Institute of Analytical Chemistry, University of Leipzig, Leipzig, Germany
- Institute for Medical Physics and Biophysics, University of Leipzig, Leipzig, Germany
| | - Jörg Matysik
- Institute of Analytical Chemistry, University of Leipzig, Leipzig, Germany
| | - A Alia
- Institute for Medical Physics and Biophysics, University of Leipzig, Leipzig, Germany
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Herman P Spaink
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands.
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13
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Driessen M, van der Plas-Duivesteijn S, Kienhuis AS, van den Brandhof EJ, Roodbergen M, van de Water B, Spaink HP, Palmblad M, van der Ven LTM, Pennings JLA. Identification of proteome markers for drug-induced liver injury in zebrafish embryos. Toxicology 2022; 477:153262. [PMID: 35868597 DOI: 10.1016/j.tox.2022.153262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/26/2022] [Accepted: 07/18/2022] [Indexed: 10/17/2022]
Abstract
The zebrafish embryo (ZFE) is a promising alternative non-rodent model in toxicology, and initial studies suggested its applicability in detecting hepatic responses related to drug-induced liver injury (DILI). Here, we hypothesize that detailed analysis of underlying mechanisms of hepatotoxicity in ZFE contributes to the improved identification of hepatotoxic properties of compounds and to the reduction of rodents used for hepatotoxicity assessment. ZFEs were exposed to nine reference hepatotoxicants, targeted at induction of steatosis, cholestasis, and necrosis, and effects compared with negative controls. Protein profiles of the individual compounds were generated using LC-MS/MS. We identified differentially expressed proteins and pathways, but as these showed considerable overlap, phenotype-specific responses could not be distinguished. This led us to identify a set of common hepatotoxicity marker proteins. At the pathway level, these were mainly associated with cellular adaptive stress-responses, whereas single proteins could be linked to common hepatotoxicity-associated processes. Applying several stringency criteria to our proteomics data as well as information from other data sources resulted in a set of potential robust protein markers, notably Igf2bp1, Cox5ba, Ahnak, Itih3b.2, Psma6b, Srsf3a, Ces2b, Ces2a, Tdo2b, and Anxa1c, for the detection of adverse responses.
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Affiliation(s)
- Marja Driessen
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), P.O.Box 1, 3720 BA Bilthoven, the Netherlands; Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, the Netherlands
| | | | - Anne S Kienhuis
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), P.O.Box 1, 3720 BA Bilthoven, the Netherlands
| | - Evert-Jan van den Brandhof
- Centre for Environmental Quality, National Institute for Public Health and the Environment (RIVM), P.O.Box 1, 3720 BA Bilthoven, the Netherlands
| | - Marianne Roodbergen
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), P.O.Box 1, 3720 BA Bilthoven, the Netherlands; Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, the Netherlands
| | - Bob van de Water
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, the Netherlands
| | - Herman P Spaink
- Institute of Biology, Leiden University, Einsteinweg 55, 2333 CC Leiden, the Netherlands
| | - Magnus Palmblad
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
| | - Leo T M van der Ven
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), P.O.Box 1, 3720 BA Bilthoven, the Netherlands
| | - Jeroen L A Pennings
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), P.O.Box 1, 3720 BA Bilthoven, the Netherlands.
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14
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Gazzi T, Brennecke B, Atz K, Korn C, Sykes D, Forn-Cuni G, Pfaff P, Sarott RC, Westphal MV, Mostinski Y, Mach L, Wasinska-Kalwa M, Weise M, Hoare BL, Miljuš T, Mexi M, Roth N, Koers EJ, Guba W, Alker A, Rufer AC, Kusznir EA, Huber S, Raposo C, Zirwes EA, Osterwald A, Pavlovic A, Moes S, Beck J, Nettekoven M, Benito-Cuesta I, Grande T, Drawnel F, Widmer G, Holzer D, van der Wel T, Mandhair H, Honer M, Fingerle J, Scheffel J, Broichhagen J, Gawrisch K, Romero J, Hillard CJ, Varga ZV, van der Stelt M, Pacher P, Gertsch J, Ullmer C, McCormick PJ, Oddi S, Spaink HP, Maccarrone M, Veprintsev DB, Carreira EM, Grether U, Nazaré M. Detection of cannabinoid receptor type 2 in native cells and zebrafish with a highly potent, cell-permeable fluorescent probe. Chem Sci 2022; 13:5539-5545. [PMID: 35694350 PMCID: PMC9116301 DOI: 10.1039/d1sc06659e] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 01/22/2022] [Indexed: 12/16/2022] Open
Abstract
Despite its essential role in the (patho)physiology of several diseases, CB2R tissue expression profiles and signaling mechanisms are not yet fully understood. We report the development of a highly potent, fluorescent CB2R agonist probe employing structure-based reverse design. It commences with a highly potent, preclinically validated ligand, which is conjugated to a silicon-rhodamine fluorophore, enabling cell permeability. The probe is the first to preserve interspecies affinity and selectivity for both mouse and human CB2R. Extensive cross-validation (FACS, TR-FRET and confocal microscopy) set the stage for CB2R detection in endogenously expressing living cells along with zebrafish larvae. Together, these findings will benefit clinical translatability of CB2R based drugs. Detection and visualization of the cannabinoid receptor type 2 by a cell-permeable high affinity fluorescent probe platform enables tracing receptor trafficking in live cells and in zebrafish.![]()
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Affiliation(s)
- Thais Gazzi
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP) Campus Berlin-Buch 13125 Berlin Germany
| | - Benjamin Brennecke
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP) Campus Berlin-Buch 13125 Berlin Germany
| | - Kenneth Atz
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Claudia Korn
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - David Sykes
- Faculty of Medicine & Health Sciences, University of Nottingham Nottingham NG7 2UH England UK.,United Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham Midlands England UK
| | | | - Patrick Pfaff
- Laboratorium für Organische Chemie, Eidgenössische Technische Hochschule Zürich Vladimir-Prelog-Weg 3 8093 Zürich Switzerland
| | - Roman C Sarott
- Laboratorium für Organische Chemie, Eidgenössische Technische Hochschule Zürich Vladimir-Prelog-Weg 3 8093 Zürich Switzerland
| | - Matthias V Westphal
- Laboratorium für Organische Chemie, Eidgenössische Technische Hochschule Zürich Vladimir-Prelog-Weg 3 8093 Zürich Switzerland
| | - Yelena Mostinski
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP) Campus Berlin-Buch 13125 Berlin Germany
| | - Leonard Mach
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP) Campus Berlin-Buch 13125 Berlin Germany
| | - Malgorzata Wasinska-Kalwa
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP) Campus Berlin-Buch 13125 Berlin Germany
| | - Marie Weise
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP) Campus Berlin-Buch 13125 Berlin Germany
| | - Bradley L Hoare
- Faculty of Medicine & Health Sciences, University of Nottingham Nottingham NG7 2UH England UK.,United Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham Midlands England UK
| | - Tamara Miljuš
- Faculty of Medicine & Health Sciences, University of Nottingham Nottingham NG7 2UH England UK.,United Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham Midlands England UK
| | - Maira Mexi
- Faculty of Medicine & Health Sciences, University of Nottingham Nottingham NG7 2UH England UK.,United Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham Midlands England UK
| | - Nicolas Roth
- William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London London EC1M 6BQ England UK
| | - Eline J Koers
- Faculty of Medicine & Health Sciences, University of Nottingham Nottingham NG7 2UH England UK.,United Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham Midlands England UK
| | - Wolfgang Guba
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - André Alker
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Arne C Rufer
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Eric A Kusznir
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Sylwia Huber
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Catarina Raposo
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Elisabeth A Zirwes
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Anja Osterwald
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Anto Pavlovic
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Svenja Moes
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Jennifer Beck
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Matthias Nettekoven
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Irene Benito-Cuesta
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria Pozuelo de Alarcón 28223 Madrid Spain
| | - Teresa Grande
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria Pozuelo de Alarcón 28223 Madrid Spain
| | - Faye Drawnel
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Gabriella Widmer
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Daniela Holzer
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Tom van der Wel
- Department of Molecular Physiology, Leiden Institute of Chemistry, Leiden University 2333 CC Leiden the Netherlands
| | - Harpreet Mandhair
- Institute of Biochemistry and Molecular Medicine, University of Bern 3012 Bern Switzerland
| | - Michael Honer
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Jürgen Fingerle
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Jörg Scheffel
- Dermatological Allergology, Allergie-Centrum-Charité, Department of Dermatology and Allergy, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin Berlin Germany.,Allergology, Fraunhofer Institute for Translational Medicine and Pharmacology ITMP Berlin Germany
| | - Johannes Broichhagen
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP) Campus Berlin-Buch 13125 Berlin Germany
| | - Klaus Gawrisch
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health Rockville MD 20852 USA
| | - Julián Romero
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria Pozuelo de Alarcón 28223 Madrid Spain
| | - Cecilia J Hillard
- Department of Pharmacology and Toxicology, Neuroscience Research Center, Medical College of Wisconsin Milwaukee WI 53226 USA
| | - Zoltan V Varga
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health Rockville MD 20852 USA.,HCEMM-SU Cardiometabolic Immunology Research Group, Department of Pharmacology and Pharmacotherapy, Semmelweis University 1085 Budapest Hungary
| | - Mario van der Stelt
- Department of Molecular Physiology, Leiden Institute of Chemistry, Leiden University 2333 CC Leiden the Netherlands
| | - Pal Pacher
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health Rockville MD 20852 USA
| | - Jürg Gertsch
- Institute of Biochemistry and Molecular Medicine, University of Bern 3012 Bern Switzerland
| | - Christoph Ullmer
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Peter J McCormick
- William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London London EC1M 6BQ England UK
| | - Sergio Oddi
- Faculty of Veterinary Medicine, University of Teramo 64100 Teramo European Italy.,European Center for Brain Research (CERC), Santa Lucia Foundation 00179 Rome Italy
| | - Herman P Spaink
- Leiden University Einsteinweg 55 2333 CC Leiden the Netherlands
| | - Mauro Maccarrone
- European Center for Brain Research (CERC), Santa Lucia Foundation 00179 Rome Italy.,Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila 67100 L'Aquila Italy
| | - Dmitry B Veprintsev
- Faculty of Medicine & Health Sciences, University of Nottingham Nottingham NG7 2UH England UK.,United Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham Midlands England UK
| | - Erick M Carreira
- Laboratorium für Organische Chemie, Eidgenössische Technische Hochschule Zürich Vladimir-Prelog-Weg 3 8093 Zürich Switzerland
| | - Uwe Grether
- Roche Pharma Research & Early Development, Roche Innovation Center Basel F. Hoffmann-La Roche Ltd. 4070 Basel Switzerland
| | - Marc Nazaré
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie (FMP) Campus Berlin-Buch 13125 Berlin Germany
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15
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Hu W, Spaink HP. The Role of TLR2 in Infectious Diseases Caused by Mycobacteria: From Cell Biology to Therapeutic Target. Biology 2022; 11:biology11020246. [PMID: 35205112 PMCID: PMC8869699 DOI: 10.3390/biology11020246] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 01/20/2022] [Accepted: 02/02/2022] [Indexed: 11/16/2022]
Abstract
Simple Summary Due to the broad functions of Toll-like receptor 2 (TLR2) in innate immunity, the drive for the development of TLR2-targeted therapeutic treatments has accelerated in recent decades. However, its dual role in both the activation and suppression of innate immune responses makes it very difficult to use the results from gathered basic research and apply them to the development of clinical trials. Therefore, this review aims to summarize the knowledge of the function of TLR2 in innate immunity and metabolism to provide some future research directions. Abstract Innate immunity is considered the first line of defense against microbial invasion, and its dysregulation can increase the susceptibility of hosts to infections by invading pathogens. Host cells rely on pattern recognition receptors (PRRs) to recognize invading pathogens and initiate protective innate immune responses. Toll-like receptor 2 (TLR2) is believed to be among the most important Toll-like receptors for defense against mycobacterial infection. TLR2 has been reported to have very broad functions in infectious diseases and also in other diseases, such as chronic and acute inflammatory diseases, cancers, and even metabolic disorders. However, TLR2 has an unclear dual role in both the activation and suppression of innate immune responses. Moreover, in some studies, the function of TLR2 was shown to be controversial, and therefore its role in several diseases is still inconclusive. Therefore, although TLR2 has been shown to have an important function in innate immunity, its usefulness as a therapeutic target in clinical application is still uncertain. In this literature review, we summarize the knowledge of the functions of TLR2 in host–mycobacterial interactions, discuss controversial results, and suggest possibilities for future research.
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16
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Mehta K, Spaink HP, Ottenhoff THM, van der Graaf PH, van Hasselt JGC. Host-directed therapies for tuberculosis: quantitative systems pharmacology approaches. Trends Pharmacol Sci 2021; 43:293-304. [PMID: 34916092 DOI: 10.1016/j.tips.2021.11.016] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Revised: 10/26/2021] [Accepted: 11/18/2021] [Indexed: 12/26/2022]
Abstract
Host-directed therapies (HDTs) that modulate host-pathogen interactions offer an innovative strategy to combat Mycobacterium tuberculosis (Mtb) infections. When combined with tuberculosis (TB) antibiotics, HDTs could contribute to improving treatment outcomes, reducing treatment duration, and preventing resistance development. Translation of the interplay of host-pathogen interactions leveraged by HDTs towards therapeutic outcomes in patients is challenging. Quantitative understanding of the multifaceted nature of the host-pathogen interactions is vital to rationally design HDT strategies. Here, we (i) provide an overview of key Mtb host-pathogen interactions as basis for HDT strategies; and (ii) discuss the components and utility of quantitative systems pharmacology (QSP) models to inform HDT strategies. QSP models can be used to identify and optimize treatment targets, to facilitate preclinical to human translation, and to design combination treatment strategies.
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Affiliation(s)
| | | | - Tom H M Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
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17
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Nowik N, Prajsnar TK, Przyborowska A, Rakus K, Sienkiewicz W, Spaink HP, Podlasz P. The Role of Galanin during Bacterial Infection in Larval Zebrafish. Cells 2021; 10:cells10082011. [PMID: 34440783 PMCID: PMC8391356 DOI: 10.3390/cells10082011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 07/28/2021] [Accepted: 08/03/2021] [Indexed: 11/26/2022] Open
Abstract
Galanin is a peptide that is conserved among different species and plays various roles in an organism, although its entire role is not completely understood. For many years, galanin has been linked mainly with the neurotransmission in the nervous system; however, recent reports underline its role in immunity. Zebrafish (Danio rerio) is an intensively developing animal model to study infectious diseases. In this study, we used larval zebrafish to determine the role of galanin in bacterial infection. We showed that knockout of galanin in zebrafish leads to a higher bacterial burden and mortality during Mycobacterium marinum and Staphylococcus aureus infection, whereas administration of a galanin analogue, NAX 5055, improves the ability of fish to control the infection caused by both pathogens. Moreover, the transcriptomics data revealed that a lower number of genes were regulated in response to mycobacterial infection in gal−/− mutants compared with their gal+/+ wild-type counterparts. We also found that galanin deficiency led to significant changes in immune-related pathways, mostly connected with cytokine and chemokine functions. The results show that galanin acts not only as a neurotransmitter but is also involved in immune response to bacterial infections, demonstrating the complexity of the neuroendocrine system and its possible connection with immunity.
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Affiliation(s)
- Natalia Nowik
- Department of Animal Anatomy, Faculty of Veterinary Medicine, University of Warmia and Mazury, 10-719 Olsztyn, Poland; (N.N.); (A.P.); (W.S.)
- Department of Animal Sciences and Health, Institute of Biology (IBL), Leiden University, 2333 BE Leiden, The Netherlands; (T.K.P.); (H.P.S.)
| | - Tomasz K. Prajsnar
- Department of Animal Sciences and Health, Institute of Biology (IBL), Leiden University, 2333 BE Leiden, The Netherlands; (T.K.P.); (H.P.S.)
- Department of Evolutionary Immunology, Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, 30-387 Krakow, Poland;
| | - Anna Przyborowska
- Department of Animal Anatomy, Faculty of Veterinary Medicine, University of Warmia and Mazury, 10-719 Olsztyn, Poland; (N.N.); (A.P.); (W.S.)
- Department of Pathophysiology, Forensic Veterinary and Administration, Faculty of Veterinary Medicine, University of Warmia and Mazury, 10-719 Olsztyn, Poland
| | - Krzysztof Rakus
- Department of Evolutionary Immunology, Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, 30-387 Krakow, Poland;
| | - Waldemar Sienkiewicz
- Department of Animal Anatomy, Faculty of Veterinary Medicine, University of Warmia and Mazury, 10-719 Olsztyn, Poland; (N.N.); (A.P.); (W.S.)
| | - Herman P. Spaink
- Department of Animal Sciences and Health, Institute of Biology (IBL), Leiden University, 2333 BE Leiden, The Netherlands; (T.K.P.); (H.P.S.)
| | - Piotr Podlasz
- Department of Pathophysiology, Forensic Veterinary and Administration, Faculty of Veterinary Medicine, University of Warmia and Mazury, 10-719 Olsztyn, Poland
- Correspondence: ; Tel.: +48-89-5245291
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18
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Ding Y, Haks MC, Forn-Cuní G, He J, Nowik N, Harms AC, Hankemeier T, Eeza MNH, Matysik J, Alia A, Spaink HP. Metabolomic and transcriptomic profiling of adult mice and larval zebrafish leptin mutants reveal a common pattern of changes in metabolites and signaling pathways. Cell Biosci 2021; 11:126. [PMID: 34233759 PMCID: PMC8265131 DOI: 10.1186/s13578-021-00642-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/29/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Leptin plays a critical role in the regulation of metabolic homeostasis. However, the molecular mechanism and cross talks between leptin and metabolic pathways leading to metabolic homeostasis across different species are not clear. This study aims to explore the effects of leptin in mice and zebrafish larvae by integration of metabolomics and transcriptomics. Different metabolomic approaches including mass spectrometry, nuclear magnetic resonance (NMR) and high-resolution magic-angle-spinning NMR spectrometry were used to investigate the metabolic changes caused by leptin deficiency in mutant ob/ob adult mice and lepb-/- zebrafish larvae. For transcriptome studies, deep RNA sequencing was used. RESULTS Thirteen metabolites were identified as common biomarkers discriminating ob/ob mice and lepb-/- zebrafish larvae from their respective wild type controls: alanine, citrulline, ethanolamine, glutamine, glycine, histidine, isoleucine, leucine, methionine, phenylalanine, putrescine, serine and threonine. Moreover, we also observed that glucose and lipid levels were increased in lepb-/- zebrafish larvae compared to the lepb+/+ group. Deep sequencing showed that many genes involved in proteolysis and arachidonic acid metabolism were dysregulated in ob/ob mice heads and lepb mutant zebrafish larvae compared to their wild type controls, respectively. CONCLUSIONS Leptin deficiency leads to highly similar metabolic alterations in metabolites in both mice and zebrafish larvae. These metabolic changes show similar features as observed during progression of tuberculosis in human patients, mice and zebrafish larvae. In addition, by studying the transcriptome, we found similar changes in gene regulation related to proteolysis and arachidonic acid metabolism in these two different in vivo models.
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Affiliation(s)
- Yi Ding
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
| | - Mariëlle C Haks
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Gabriel Forn-Cuní
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
| | - Junling He
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands
| | - Natalia Nowik
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands.,Department of Animal Anatomy, Faculty of Veterinary Medicine, University of Warmia and Mazury, Oczapowskiego 13, 10-719, Olsztyn, Poland
| | - Amy C Harms
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Thomas Hankemeier
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Muhamed N H Eeza
- Institute of Medical Physics and Biophysics, University of Leipzig, 04107, Leipzig, Germany.,Institute of Analytical Chemistry, University of Leipzig, Linnéstraße 3, 04103, Leipzig, Germany
| | - Jörg Matysik
- Institute of Analytical Chemistry, University of Leipzig, Linnéstraße 3, 04103, Leipzig, Germany
| | - A Alia
- Institute of Medical Physics and Biophysics, University of Leipzig, 04107, Leipzig, Germany.,Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Herman P Spaink
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands.
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19
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Koch BEV, Spaink HP, Meijer AH. A quantitative in vivo assay for craniofacial developmental toxicity of histone deacetylases. Toxicol Lett 2021; 342:20-25. [PMID: 33581288 DOI: 10.1016/j.toxlet.2021.02.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 12/31/2020] [Accepted: 02/08/2021] [Indexed: 12/18/2022]
Abstract
Many bony features of the face develop from endochondral ossification of preexisting collagen-rich cartilage structures. The proper development of these cartilage structures is essential to the morphological formation of the face. The developmental programs governing the formation of the pre-bone facial cartilages are sensitive to chemical compounds that disturb histone acetylation patterns and chromatin structure. We have taken advantage of this fact to develop a quantitative morphological assay of craniofacial developmental toxicity based on the distortion and deterioration of facial cartilage structures in zebrafish larvae upon exposure to increasing concentrations of several well-described histone deacetylase inhibitors. In this assay, we measure the angle formed by the developing ceratohyal bone as a precise, sensitive and quantitative proxy for the overall developmental status of facial cartilages. Using the well-established developmental toxicant and histone deacetylase-inhibiting compound valproic acid along with 12 structurally related compounds, we demonstrate the applicability of the ceratohyal angle assay to investigate structure-activity relationships.
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Affiliation(s)
- Bjørn E V Koch
- Institute of Biology Leiden, Leiden University, the Netherlands
| | - Herman P Spaink
- Institute of Biology Leiden, Leiden University, the Netherlands
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20
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He J, Ding Y, Nowik N, Jager C, Eeza MNH, Alia A, Baelde HJ, Spaink HP. Leptin deficiency affects glucose homeostasis and results in adiposity in zebrafish. J Endocrinol 2021; 249:125-134. [PMID: 33705349 DOI: 10.1530/joe-20-0437] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 03/09/2021] [Indexed: 11/08/2022]
Abstract
Leptin is a hormone which functions in the regulation of energy homeostasis via suppression of appetite. In zebrafish, there are two paralogous genes encoding leptin, called lepa and lepb. In a gene expression study, we found that the lepb gene, not the lepa gene, was significantly downregulated under the state of insulin-resistance in zebrafish larvae, suggesting that the lepb plays a role in glucose homeostasis. In the current study, we characterised lepb-deficient (lepb-/-) adult zebrafish generated via a CRISPR-CAS9 gene editing approach by investigating whether the disruption of the lepb gene would result in the development of type 2 diabetes mellitus (T2DM) and diabetic complications. We observed that lepb-/- adult zebrafish had an increase in body weight, length and visceral fat accumulation, compared to age-matched control zebrafish. In addition, lepb-/- zebrafish had significantly higher blood glucose levels compared to control zebrafish. These data collectively indicate that lepb-/- adult zebrafish display the features of T2DM. Furthermore, we showed that lepb-/- adult zebrafish had glomerular hypertrophy and thickening of the glomerular basement membrane, compared to control zebrafish, suggesting that lepb-/- adult zebrafish develop early signs of diabetic nephropathy. In conclusion, our results demonstrate that lepb regulates glucose homeostasis and adiposity in zebrafish, and suggest that lepb-/- mutant zebrafish are a promising model to investigate the role of leptin in the development of T2DM and are an attractive model to perform mechanistic and therapeutic research in T2DM and its complications.
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Affiliation(s)
- Junling He
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Animal Sciences and Health, Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Yi Ding
- Department of Animal Sciences and Health, Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Natalia Nowik
- Department of Animal Sciences and Health, Institute of Biology, Leiden University, Leiden, The Netherlands
- Department of Animal Anatomy, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Olsztyn, Poland
| | - Charel Jager
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Muhamed N H Eeza
- Institute of Medical Physics and Biophysics, University of Leipzig, Leipzig, Germany
| | - A Alia
- Institute of Medical Physics and Biophysics, University of Leipzig, Leipzig, Germany
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Hans J Baelde
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Herman P Spaink
- Department of Animal Sciences and Health, Institute of Biology, Leiden University, Leiden, The Netherlands
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21
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Hu W, van Steijn L, Li C, Verbeek FJ, Cao L, Merks RMH, Spaink HP. A Novel Function of TLR2 and MyD88 in the Regulation of Leukocyte Cell Migration Behavior During Wounding in Zebrafish Larvae. Front Cell Dev Biol 2021; 9:624571. [PMID: 33659250 PMCID: PMC7917198 DOI: 10.3389/fcell.2021.624571] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 01/22/2021] [Indexed: 01/04/2023] Open
Abstract
Toll-like receptor (TLR) signaling via myeloid differentiation factor 88 protein (MyD88) has been indicated to be involved in the response to wounding. It remains unknown whether the putative role of MyD88 in wounding responses is due to a control of leukocyte cell migration. The aim of this study was to explore in vivo whether TLR2 and MyD88 are involved in modulating neutrophil and macrophage cell migration behavior upon zebrafish larval tail wounding. Live cell imaging of tail-wounded larvae was performed in tlr2 and myd88 mutants and their corresponding wild type siblings. In order to visualize cell migration following tissue damage, we constructed double transgenic lines with fluorescent markers for macrophages and neutrophils in all mutant and sibling zebrafish lines. Three days post fertilization (dpf), tail-wounded larvae were studied using confocal laser scanning microscopy (CLSM) to quantify the number of recruited cells at the wounding area. We found that in both tlr2-/- and myd88-/- groups the recruited neutrophil and macrophage numbers are decreased compared to their wild type sibling controls. Through analyses of neutrophil and macrophage migration patterns, we demonstrated that both tlr2 and myd88 control the migration direction of distant neutrophils upon wounding. Furthermore, in both the tlr2 and the myd88 mutants, macrophages migrated more slowly toward the wound edge. Taken together, our findings show that tlr2 and myd88 are involved in responses to tail wounding by regulating the behavior and speed of leukocyte migration in vivo.
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Affiliation(s)
- Wanbin Hu
- Institute of Biology, Leiden University, Leiden, Netherlands
| | | | - Chen Li
- Leiden Institute of Advanced Computer Science, Leiden University, Leiden, Netherlands
| | - Fons J Verbeek
- Institute of Biology, Leiden University, Leiden, Netherlands.,Leiden Institute of Advanced Computer Science, Leiden University, Leiden, Netherlands
| | - Lu Cao
- Leiden Institute of Advanced Computer Science, Leiden University, Leiden, Netherlands
| | - Roeland M H Merks
- Institute of Biology, Leiden University, Leiden, Netherlands.,Mathematical Institute, Leiden University, Leiden, Netherlands
| | - Herman P Spaink
- Institute of Biology, Leiden University, Leiden, Netherlands
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22
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Leijten NM, Bakker P, Spaink HP, den Hertog J, Lemeer S. Thermal Proteome Profiling in Zebrafish Reveals Effects of Napabucasin on Retinoic Acid Metabolism. Mol Cell Proteomics 2021; 20:100033. [PMID: 33594990 PMCID: PMC7950114 DOI: 10.1074/mcp.ra120.002273] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 10/26/2020] [Accepted: 10/28/2020] [Indexed: 12/15/2022] Open
Abstract
Thermal proteome profiling (TPP) allows for the unbiased detection of drug-target protein engagements in vivo. Traditionally, 1 cell type is used for TPP studies, with the risk of missing important differentially expressed target proteins. The use of whole organisms would circumvent this problem. Zebrafish embryos are amenable to such an approach. Here, we used TPP on whole zebrafish embryo lysate to identify protein targets of napabucasin, a compound that may affect signal transducer and activator of transcription 3 (Stat3) signaling through an ill-understood mechanism. In zebrafish embryos, napabucasin induced developmental defects consistent with inhibition of Stat3 signaling. TPP profiling showed no distinct shift in Stat3 upon napabucasin treatment, but effects were detected on the oxidoreductase, Pora, which might explain effects on Stat3 signaling. Interestingly, thermal stability of several aldehyde dehydrogenases was affected. Moreover, napabucasin activated aldehyde dehydrogenase enzymatic activity in vitro. Aldehyde dehydrogenases have crucial roles in retinoic acid metabolism, and functionally, we validated napabucasin-mediated activation of the retinoic acid pathway in zebrafish in vivo. We conclude that TPP profiling in whole zebrafish embryo lysate is feasible and facilitates direct correlation of in vivo effects of small molecule drugs with their protein targets.
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Affiliation(s)
- Niels M Leijten
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute of Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
| | - Petra Bakker
- Hubrecht Institute, KNAW and University Medical Center Utrecht, Utrecht, the Netherlands; Institute Biology Leiden, Leiden University, Leiden, the Netherlands
| | - Herman P Spaink
- Institute Biology Leiden, Leiden University, Leiden, the Netherlands
| | - Jeroen den Hertog
- Hubrecht Institute, KNAW and University Medical Center Utrecht, Utrecht, the Netherlands; Institute Biology Leiden, Leiden University, Leiden, the Netherlands.
| | - Simone Lemeer
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute of Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands.
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23
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Hosseini R, Lamers GEM, Bos E, Hogendoorn PCW, Koster AJ, Meijer AH, Spaink HP, Schaaf MJM. The adapter protein Myd88 plays an important role in limiting mycobacterial growth in a zebrafish model for tuberculosis. Virchows Arch 2021; 479:265-275. [PMID: 33559740 PMCID: PMC8364548 DOI: 10.1007/s00428-021-03043-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 01/19/2021] [Accepted: 01/22/2021] [Indexed: 11/27/2022]
Abstract
Tuberculosis (TB) is the most prevalent bacterial infectious disease in the world, caused by the pathogen Mycobacterium tuberculosis (Mtb). In this study, we have used Mycobacterium marinum (Mm) infection in zebrafish larvae as an animal model for this disease to study the role of the myeloid differentiation factor 88 (Myd88), the key adapter protein of Toll-like receptors. Previously, Myd88 has been shown to enhance innate immune responses against bacterial infections, and in the present study, we have investigated the effect of Myd88 deficiency on the granuloma morphology and the intracellular distribution of bacteria during Mm infection. Our results show that granulomas formed in the tail fin from myd88 mutant larvae have a more compact structure and contain a reduced number of leukocytes compared to the granulomas observed in wild-type larvae. These morphological differences were associated with an increased bacterial burden in the myd88 mutant. Electron microscopy analysis showed that the majority of Mm in the myd88 mutant are located extracellularly, whereas in the wild type, most bacteria were intracellular. In the myd88 mutant, intracellular bacteria were mainly present in compartments that were not electron-dense, suggesting that these compartments had not undergone fusion with a lysosome. In contrast, approximately half of the intracellular bacteria in wild-type larvae were found in electron-dense compartments. These observations in a zebrafish model for tuberculosis suggest a role for Myd88-dependent signalling in two important phenomena that limit mycobacterial growth in the infected tissue. It reduces the number of leukocytes at the site of infection and the acidification of bacteria-containing compartments inside these cells.
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Affiliation(s)
- Rohola Hosseini
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Gerda E M Lamers
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Erik Bos
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, Netherlands
| | - Pancras C W Hogendoorn
- Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333, Leiden, ZA, Netherlands.
| | - Abraham J Koster
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, Netherlands
| | | | - Herman P Spaink
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
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24
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Utami DT, Tunjung Pratiwi SU, Spaink HP, Haniastuti T, Hertiani T. Antibiofilm effect of C-10 massoia lactone toward polymicrobial oral biofilms. J Adv Pharm Technol Res 2021; 12:89-93. [PMID: 33532362 PMCID: PMC7832195 DOI: 10.4103/japtr.japtr_105_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 09/03/2020] [Accepted: 09/15/2020] [Indexed: 11/17/2022] Open
Abstract
This study is aimed to test the efficacy of C-10 Massoia lactone in oral polymicrobial degradation. Polymicrobial of Streptococcus sanguinis, Streptococcus mutans, Lactobacillus acidophilus, and Actinomyces viscosus were studied. C-10 Massoia lactone against biofilm degradation was investigated using modified crystal violet for biofilm staining. The effectiveness of C-10 Massoia lactone against biofilms was calculated by the minimum biofilm inhibitory concentration (MBIC50) and the minimum value of biofilm eradication concentration (MBEC50). Scanning electron microscope was used to study biofilm cell viability and morphological changes. The results showed a degradation effect of C-10 Massoia lactone against mature oral polymicrobial at 0.25% v/v. C-10 Massoia lactone can degrade polymicrobial biofilms of S. mutans, S. sanguinis, L. acidophilus and A. viscosus. This compound can destroy the extracellular polymeric substances (EPS) of polymicrobial biofilms. The potential application of C-10 Massoia lactone for anti-polymicrobial medication should be applied in such a way that any negative effects are minimized. Further research is needed to confirm the findings of this study.
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Affiliation(s)
- Diyah Tri Utami
- Doctoral Program Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Sylvia Utami Tunjung Pratiwi
- Department of Pharmaceutical Biology, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia.,Department of Centre for Natural Antiinfective Research, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Herman P Spaink
- Department Animal Sciences and Health, Institute of Biology, Leiden University, Leiden, Netherlands
| | - Tetiana Haniastuti
- Department of Oral Biology, Faculty of Dentistry, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Triana Hertiani
- Department of Pharmaceutical Biology, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia.,Department of Centre for Natural Antiinfective Research, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
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25
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Meyer A, Schloissnig S, Franchini P, Du K, Woltering JM, Irisarri I, Wong WY, Nowoshilow S, Kneitz S, Kawaguchi A, Fabrizius A, Xiong P, Dechaud C, Spaink HP, Volff JN, Simakov O, Burmester T, Tanaka EM, Schartl M. Giant lungfish genome elucidates the conquest of land by vertebrates. Nature 2021; 590:284-289. [PMID: 33461212 PMCID: PMC7875771 DOI: 10.1038/s41586-021-03198-8] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 01/06/2021] [Indexed: 01/29/2023]
Abstract
Lungfishes belong to lobe-fined fish (Sarcopterygii) that, in the Devonian period, 'conquered' the land and ultimately gave rise to all land vertebrates, including humans1-3. Here we determine the chromosome-quality genome of the Australian lungfish (Neoceratodus forsteri), which is known to have the largest genome of any animal. The vast size of this genome, which is about 14× larger than that of humans, is attributable mostly to huge intergenic regions and introns with high repeat content (around 90%), the components of which resemble those of tetrapods (comprising mainly long interspersed nuclear elements) more than they do those of ray-finned fish. The lungfish genome continues to expand independently (its transposable elements are still active), through mechanisms different to those of the enormous genomes of salamanders. The 17 fully assembled lungfish macrochromosomes maintain synteny to other vertebrate chromosomes, and all microchromosomes maintain conserved ancient homology with the ancestral vertebrate karyotype. Our phylogenomic analyses confirm previous reports that lungfish occupy a key evolutionary position as the closest living relatives to tetrapods4,5, underscoring the importance of lungfish for understanding innovations associated with terrestrialization. Lungfish preadaptations to living on land include the gain of limb-like expression in developmental genes such as hoxc13 and sall1 in their lobed fins. Increased rates of evolution and the duplication of genes associated with obligate air-breathing, such as lung surfactants and the expansion of odorant receptor gene families (which encode proteins involved in detecting airborne odours), contribute to the tetrapod-like biology of lungfishes. These findings advance our understanding of this major transition during vertebrate evolution.
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Affiliation(s)
- Axel Meyer
- Department of Biology, University of Konstanz, Konstanz, Germany.
| | | | - Paolo Franchini
- Department of Biology, University of Konstanz, Konstanz, Germany
| | - Kang Du
- Developmental Biochemistry, Biocenter, University of Würzburg, Würzburg, Germany
- The Xiphophorus Genetic Stock Center, Texas State University, San Marcos, TX, USA
| | | | - Iker Irisarri
- Department of Biodiversity and Evolutionary Biology, Museo Nacional de Ciencias Naturales (MNCN-CSIC), Madrid, Spain
- Department of Applied Bioinformatics, Institute for Microbiology and Genetics, University of Goettingen, Goettingen, Germany
| | - Wai Yee Wong
- Department of Neuroscience and Developmental Biology, University of Vienna, Vienna, Austria
| | | | - Susanne Kneitz
- Biochemistry and Cell Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Akane Kawaguchi
- Research Institute of Molecular Pathology (IMP), Vienna, Austria
| | | | - Peiwen Xiong
- Department of Biology, University of Konstanz, Konstanz, Germany
| | - Corentin Dechaud
- Institut de Génomique Fonctionnelle, École Normale Superieure, Université Claude Bernard, Lyon, France
| | - Herman P Spaink
- Faculty of Science, Universiteit Leiden, Leiden, The Netherlands
| | - Jean-Nicolas Volff
- Institut de Génomique Fonctionnelle, École Normale Superieure, Université Claude Bernard, Lyon, France
| | - Oleg Simakov
- Department of Neuroscience and Developmental Biology, University of Vienna, Vienna, Austria.
| | | | - Elly M Tanaka
- Research Institute of Molecular Pathology (IMP), Vienna, Austria.
| | - Manfred Schartl
- Developmental Biochemistry, Biocenter, University of Würzburg, Würzburg, Germany.
- The Xiphophorus Genetic Stock Center, Texas State University, San Marcos, TX, USA.
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26
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Saxena S, Spaink HP, Forn-Cuní G. Drug Resistance in Nontuberculous Mycobacteria: Mechanisms and Models. Biology (Basel) 2021; 10:biology10020096. [PMID: 33573039 PMCID: PMC7911849 DOI: 10.3390/biology10020096] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/25/2021] [Accepted: 01/26/2021] [Indexed: 02/07/2023]
Abstract
The genus Mycobacteria comprises a multitude of species known to cause serious disease in humans, including Mycobacterium tuberculosis and M. leprae, the responsible agents for tuberculosis and leprosy, respectively. In addition, there is a worldwide spike in the number of infections caused by a mixed group of species such as the M. avium, M. abscessus and M. ulcerans complexes, collectively called nontuberculous mycobacteria (NTMs). The situation is forecasted to worsen because, like tuberculosis, NTMs either naturally possess or are developing high resistance against conventional antibiotics. It is, therefore, important to implement and develop models that allow us to effectively examine the fundamental questions of NTM virulence, as well as to apply them for the discovery of new and improved therapies. This literature review will focus on the known molecular mechanisms behind drug resistance in NTM and the current models that may be used to test new effective antimicrobial therapies.
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27
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van Wijk RC, Hu W, Dijkema SM, van den Berg DJ, Liu J, Bahi R, Verbeek FJ, Simonsson USH, Spaink HP, van der Graaf PH, Krekels EHJ. Anti-tuberculosis effect of isoniazid scales accurately from zebrafish to humans. Br J Pharmacol 2020; 177:5518-5533. [PMID: 32860631 PMCID: PMC7707096 DOI: 10.1111/bph.15247] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 08/03/2020] [Accepted: 08/23/2020] [Indexed: 12/24/2022] Open
Abstract
Background and Purpose There is a clear need for innovation in anti‐tuberculosis drug development. The zebrafish larva is an attractive disease model in tuberculosis research. To translate pharmacological findings to higher vertebrates, including humans, the internal exposure of drugs needs to be quantified and linked to observed response. Experimental Approach In zebrafish studies, drugs are usually dissolved in the external water, posing a challenge to quantify internal exposure. We developed experimental methods to quantify internal exposure, including nanoscale blood sampling, and to quantify the bacterial burden, using automated fluorescence imaging analysis, with isoniazid as the test compound. We used pharmacokinetic–pharmacodynamic modelling to quantify the exposure–response relationship responsible for the antibiotic response. To translate isoniazid response to humans, quantitative exposure–response relationships in zebrafish were linked to simulated concentration–time profiles in humans, and two quantitative translational factors on sensitivity to isoniazid and stage of infection were included. Key Results Blood concentration was only 20% of the external drug concentration. The bacterial burden increased exponentially, and an isoniazid dose corresponding to 15 mg·L−1 internal concentration (minimum inhibitory concentration) leads to bacteriostasis of the mycobacterial infection in the zebrafish. The concentration–effect relationship was quantified, and based on that relationship and the translational factors, the isoniazid response was translated to humans, which correlated well with observed data. Conclusions and Implications This proof of concept study confirmed the potential of zebrafish larvae as tuberculosis disease models in translational pharmacology and contributes to innovative anti‐tuberculosis drug development, which is very clearly needed.
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Affiliation(s)
- Rob C van Wijk
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.,Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | - Wanbin Hu
- Division of Animal Sciences and Health, Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
| | - Sharka M Dijkema
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Dirk-Jan van den Berg
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Jeremy Liu
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Rida Bahi
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Fons J Verbeek
- Imaging and Bioinformatics Group, Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands
| | | | - Herman P Spaink
- Division of Animal Sciences and Health, Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
| | - Piet H van der Graaf
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.,QSP, Certara, Canterbury, UK
| | - Elke H J Krekels
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
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Wentzel AS, Petit J, van Veen WG, Fink IR, Scheer MH, Piazzon MC, Forlenza M, Spaink HP, Wiegertjes GF. Transcriptome sequencing supports a conservation of macrophage polarization in fish. Sci Rep 2020; 10:13470. [PMID: 32778701 PMCID: PMC7418020 DOI: 10.1038/s41598-020-70248-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Accepted: 07/21/2020] [Indexed: 12/12/2022] Open
Abstract
Mammalian macrophages can adopt polarization states that, depending on the exact stimuli present in their extracellular environment, can lead to very different functions. Although these different polarization states have been shown primarily for macrophages of humans and mice, it is likely that polarized macrophages with corresponding phenotypes exist across mammals. Evidence of functional conservation in macrophages from teleost fish suggests that the same, or at least comparable polarization states should also be present in teleosts. However, corresponding transcriptional profiles of marker genes have not been reported thus far. In this study we confirm that macrophages from common carp can polarize into M1- and M2 phenotypes with conserved functions and corresponding transcriptional profiles compared to mammalian macrophages. Carp M1 macrophages show increased production of nitric oxide and a transcriptional profile with increased pro-inflammatory cytokines and mediators, including il6, il12 and saa. Carp M2 macrophages show increased arginase activity and a transcriptional profile with increased anti-inflammatory mediators, including cyr61, timp2b and tgm2b. Our RNA sequencing approach allowed us to list, in an unbiased manner, markers discriminating between M1 and M2 macrophages of teleost fish. We discuss the importance of our findings for the evaluation of immunostimulants for aquaculture and for the identification of gene targets to generate transgenic zebrafish for detailed studies on M1 and M2 macrophages. Above all, we discuss the striking degree of evolutionary conservation of macrophage polarization in a lower vertebrate.
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Affiliation(s)
- Annelieke S Wentzel
- Cell Biology and Immunology Group, Aquaculture and Fisheries Group, Wageningen University and Research, De Elst 1, 6708 WD, Wageningen, The Netherlands
| | - Jules Petit
- Aquaculture and Fisheries Group, Wageningen University and Research, De Elst 1, 6708 WD, Wageningen, The Netherlands
| | - Wouter G van Veen
- Experimental Zoology Group, Wageningen University and Research, De Elst 1, 6708 WD, Wageningen, The Netherlands
| | - Inge Rosenbek Fink
- Cell Biology and Immunology Group, Aquaculture and Fisheries Group, Wageningen University and Research, De Elst 1, 6708 WD, Wageningen, The Netherlands
| | - Marleen H Scheer
- Cell Biology and Immunology Group, Aquaculture and Fisheries Group, Wageningen University and Research, De Elst 1, 6708 WD, Wageningen, The Netherlands
| | - M Carla Piazzon
- Fish Pathology Group, Institute of Aquaculture Torre de La Sal (IATS-CSIC), 12595, Ribera de Cabanes, Castellón, Spain
| | - Maria Forlenza
- Cell Biology and Immunology Group, Aquaculture and Fisheries Group, Wageningen University and Research, De Elst 1, 6708 WD, Wageningen, The Netherlands
| | - Herman P Spaink
- Institute of Biology, Leiden University, Einsteinweg 55, 2332 CC, Leiden, The Netherlands
| | - Geert F Wiegertjes
- Aquaculture and Fisheries Group, Wageningen University and Research, De Elst 1, 6708 WD, Wageningen, The Netherlands.
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Brinkmann BW, Koch BEV, Spaink HP, Peijnenburg WJGM, Vijver MG. Colonizing microbiota protect zebrafish larvae against silver nanoparticle toxicity. Nanotoxicology 2020; 14:725-739. [DOI: 10.1080/17435390.2020.1755469] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Bregje W. Brinkmann
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
| | - Bjørn E. V. Koch
- Institute of Biology (IBL), Leiden University, Leiden, the Netherlands
| | - Herman P. Spaink
- Institute of Biology (IBL), Leiden University, Leiden, the Netherlands
| | - Willie J. G. M. Peijnenburg
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
- Center for Safety of Substances and Products, National Institute of Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Martina G. Vijver
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
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Van Wijk RC, van der Sar AM, Krekels EHJ, Verboom T, Spaink HP, Simonsson USH, van der Graaf PH. Quantification of Natural Growth of Two Strains of Mycobacterium Marinum for Translational Antituberculosis Drug Development. Clin Transl Sci 2020; 13:1060-1064. [PMID: 32267997 PMCID: PMC7719371 DOI: 10.1111/cts.12793] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 03/14/2020] [Indexed: 12/22/2022] Open
Abstract
The zebrafish infected with Mycobacterium marinum (M. marinum) is an attractive tuberculosis disease model, showing similar pathogenesis to Mycobacterium tuberculosis (M. tuberculosis) infections in humans. To translate pharmacological findings from this disease model to higher vertebrates, a quantitative understanding of the natural growth of M. marinum in comparison to the natural growth of M. tuberculosis is essential. Here, the natural growth of two strains of M. marinum, E11 and MUSA, is studied over an extended period using an established model‐based approach, the multistate tuberculosis pharmacometric (MTP) model, for comparison to that of M. tuberculosis. Poikilotherm‐derived strain E11 and human‐derived strain MUSA were grown undisturbed up to 221 days and viability of cultures (colony forming unit (CFU)/mL) was determined by plating at different time points. Nonlinear mixed effects modeling using the MTP model quantified the bacterial growth, the transfer among fast, slow, and non‐multiplying states, and the inoculi. Both strains showed initial logistic growth, reaching a maximum after 20–25 days for E11 and MUSA, respectively, followed by a decrease to a new plateau. Natural growth of both E11 and MUSA was best described with Gompertz growth functions. For E11, the inoculum was best described in the slow‐multiplying state, for MUSA in the fast‐multiplying state. Natural growth of E11 was most similar to that of M. tuberculosis, whereas MUSA showed more aggressive growth behavior. Characterization of natural growth of M. marinum and quantitative comparison with M. tuberculosis brings the zebrafish tuberculosis disease model closer to the quantitative translational pipeline of antituberculosis drug development.
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Affiliation(s)
- Rob C Van Wijk
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Astrid M van der Sar
- Department of Medical Microbiology and Infection Control, VU University Medical Center, Amsterdam, The Netherlands
| | - Elke H J Krekels
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Theo Verboom
- Department of Medical Microbiology and Infection Control, VU University Medical Center, Amsterdam, The Netherlands
| | - Herman P Spaink
- Division of Animal Sciences and Health, Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
| | | | - Piet H van der Graaf
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.,Certara QSP, Canterbury, UK
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31
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Moreira JD, Koch BEV, van Veen S, Walburg KV, Vrieling F, Mara Pinto Dabés Guimarães T, Meijer AH, Spaink HP, Ottenhoff THM, Haks MC, Heemskerk MT. Functional Inhibition of Host Histone Deacetylases (HDACs) Enhances in vitro and in vivo Anti-mycobacterial Activity in Human Macrophages and in Zebrafish. Front Immunol 2020; 11:36. [PMID: 32117228 PMCID: PMC7008710 DOI: 10.3389/fimmu.2020.00036] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 01/08/2020] [Indexed: 12/27/2022] Open
Abstract
The rapid and persistent increase of drug-resistant Mycobacterium tuberculosis (Mtb) infections poses increasing global problems in combatting tuberculosis (TB), prompting for the development of alternative strategies including host-directed therapy (HDT). Since Mtb is an intracellular pathogen with a remarkable ability to manipulate host intracellular signaling pathways to escape from host defense, pharmacological reprogramming of the immune system represents a novel, potentially powerful therapeutic strategy that should be effective also against drug-resistant Mtb. Here, we found that host-pathogen interactions in Mtb-infected primary human macrophages affected host epigenetic features by modifying histone deacetylase (HDAC) transcriptomic levels. In addition, broad spectrum inhibition of HDACs enhanced the antimicrobial response of both pro-inflammatory macrophages (Mϕ1) and anti-inflammatory macrophages (Mϕ2), while selective inhibition of class IIa HDACs mainly decreased bacterial outgrowth in Mϕ2. Moreover, chemical inhibition of HDAC activity during differentiation polarized macrophages into a more bactericidal phenotype with a concomitant decrease in the secretion levels of inflammatory cytokines. Importantly, in vivo chemical inhibition of HDAC activity in Mycobacterium marinum-infected zebrafish embryos, a well-characterized animal model for tuberculosis, significantly reduced mycobacterial burden, validating our in vitro findings in primary human macrophages. Collectively, these data identify HDACs as druggable host targets for HDT against intracellular Mtb.
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Affiliation(s)
- Jôsimar D Moreira
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands.,Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Bjørn E V Koch
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Suzanne van Veen
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| | - Kimberley V Walburg
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| | - Frank Vrieling
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| | - Tânia Mara Pinto Dabés Guimarães
- Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | | | - Herman P Spaink
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Tom H M Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| | - Mariëlle C Haks
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| | - Matthias T Heemskerk
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
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Dervisi I, Valassakis C, Agalou A, Papandreou N, Podia V, Haralampidis K, Iconomidou VA, Kouvelis VN, Spaink HP, Roussis A. Investigation of the interaction of DAD1-LIKE LIPASE 3 (DALL3) with Selenium Binding Protein 1 (SBP1) in Arabidopsis thaliana. Plant Sci 2020; 291:110357. [PMID: 31928671 DOI: 10.1016/j.plantsci.2019.110357] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 11/18/2019] [Accepted: 11/21/2019] [Indexed: 06/10/2023]
Abstract
Phospholipase PLA1-Iγ2 or otherwise DAD1-LIKE LIPASE 3 (DALL3) is a member of class I phospholipases and has a role in JA biosynthesis. AtDALL3 was previously identified in a yeast two-hybrid screening as an interacting protein of the Arabidopsis Selenium Binding Protein 1 (SBP1). In this work, we have studied AtDALL3 as an interacting partner of the Arabidopsis Selenium Binding Protein 1 (SBP1). Phylogenetic analysis showed that DALL3 appears in the PLA1-Igamma1, 2 group, paired with PLA1-Igammma1. The highest level of expression of AtDALL3 was observed in 10-day-old roots and in flowers, while constitutive levels were maintained in seedlings, cotyledons, shoots and leaves. In response to abiotic stress, DALL3 was shown to participate in the network of genes regulated by cadmium, selenite and selenate compounds. DALL3 promoter driven GUS assays revealed that the expression patterns defined were overlapping with the patterns reported for AtSBP1 gene, indicating that DALL3 and SBP1 transcripts co-localize. Furthermore, quantitative GUS assays showed that these compounds elicited changes in activity in specific cells files, indicating the differential response of DALL3 promoter. GFP::DALL3 studies by confocal microscopy demonstrated the localization of DALL3 in the plastids of the root apex, the plastids of the central root and the apex of emerging lateral root primordia. Additionally, we confirmed by yeast two hybrid assays the physical interaction of DALL3 with SBP1 and defined a minimal SBP1 fragment that DALL3 binds to. Finally, by employing bimolecular fluorescent complementation we demonstrated the in planta interaction of the two proteins.
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Affiliation(s)
- Irene Dervisi
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Chrysanthi Valassakis
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Adamantia Agalou
- Institute of Biology, Leiden University, Leiden, the Netherlands
| | - Nikolaos Papandreou
- Department of Cell Biology and Biophysics, Faculty of Biology, National & Kapodistrian University, 15784, Athens, Greece
| | - Varvara Podia
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Kosmas Haralampidis
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Vassiliki A Iconomidou
- Department of Cell Biology and Biophysics, Faculty of Biology, National & Kapodistrian University, 15784, Athens, Greece
| | - Vassili N Kouvelis
- Department of Genetics and Biotechnology, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Herman P Spaink
- Institute of Biology, Leiden University, Leiden, the Netherlands
| | - Andreas Roussis
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece.
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Rougeot J, Torraca V, Zakrzewska A, Kanwal Z, Jansen HJ, Sommer F, Spaink HP, Meijer AH. Corrigendum: RNAseq Profiling of Leukocyte Populations in Zebrafish Larvae Reveals a cxcl11 Chemokine Gene as a Marker of Macrophage Polarization During Mycobacterial Infection. Front Immunol 2019; 10:2720. [PMID: 31832066 PMCID: PMC6901083 DOI: 10.3389/fimmu.2019.02720] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 11/06/2019] [Indexed: 12/03/2022] Open
Affiliation(s)
- Julien Rougeot
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Vincenzo Torraca
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Ania Zakrzewska
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Zakia Kanwal
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | | | - Frida Sommer
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Herman P Spaink
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
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34
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Hu W, Yang S, Shimada Y, Münch M, Marín-Juez R, Meijer AH, Spaink HP. Infection and RNA-seq analysis of a zebrafish tlr2 mutant shows a broad function of this toll-like receptor in transcriptional and metabolic control and defense to Mycobacterium marinum infection. BMC Genomics 2019; 20:878. [PMID: 31747871 PMCID: PMC6869251 DOI: 10.1186/s12864-019-6265-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Accepted: 11/05/2019] [Indexed: 02/07/2023] Open
Abstract
Background The function of Toll-like receptor 2 (TLR2) in host defense against pathogens, especially Mycobacterium tuberculosis (Mtb) is poorly understood. To investigate the role of TLR2 during mycobacterial infection, we analyzed the response of tlr2 zebrafish mutant larvae to infection with Mycobacterium marinum (Mm), a close relative to Mtb, as a model for tuberculosis. We measured infection phenotypes and transcriptome responses using RNA deep sequencing in mutant and control larvae. Results tlr2 mutant embryos at 2 dpf do not show differences in numbers of macrophages and neutrophils compared to control embryos. However, we found substantial changes in gene expression in these mutants, particularly in metabolic pathways, when compared with the heterozygote tlr2+/− control. At 4 days after Mm infection, the total bacterial burden and the presence of extracellular bacteria were higher in tlr2−/− larvae than in tlr2+/−, or tlr2+/+ larvae, whereas granuloma numbers were reduced, showing a function of Tlr2 in zebrafish host defense. RNAseq analysis of infected tlr2−/− versus tlr2+/− shows that the number of up-regulated and down-regulated genes in response to infection was greatly diminished in tlr2 mutants by at least 2 fold and 10 fold, respectively. Analysis of the transcriptome data and qPCR validation shows that Mm infection of tlr2 mutants leads to decreased mRNA levels of genes involved in inflammation and immune responses, including il1b, tnfb, cxcl11aa/ac, fosl1a, and cebpb. Furthermore, RNAseq analyses revealed that the expression of genes for Maf family transcription factors, vitamin D receptors, and Dicps proteins is altered in tlr2 mutants with or without infection. In addition, the data indicate a function of Tlr2 in the control of induction of cytokines and chemokines, such as the CXCR3-CXCL11 signaling axis. Conclusion The transcriptome and infection burden analyses show a function of Tlr2 as a protective factor against mycobacteria. Transcriptome analysis revealed tlr2-specific pathways involved in Mm infection, which are related to responses to Mtb infection in human macrophages. Considering its dominant function in control of transcriptional processes that govern defense responses and metabolism, the TLR2 protein can be expected to be also of importance for other infectious diseases and interactions with the microbiome.
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Affiliation(s)
- Wanbin Hu
- Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, the Netherlands
| | - Shuxin Yang
- Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, the Netherlands.,Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China
| | - Yasuhito Shimada
- Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, the Netherlands.,Department of Integrative Pharmacology, Mie University Graduate School of Medicine, Tsu, Japan
| | - Magnus Münch
- Mathematical Institute, Leiden University, Leiden, the Netherlands.,Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Rubén Marín-Juez
- Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, the Netherlands.,Department of Developmental Genetics, Max Planck Institute for Heart and Lung Research, Ludwigstrasse 43, 61231, Bad Nauheim, Germany
| | - Annemarie H Meijer
- Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, the Netherlands
| | - Herman P Spaink
- Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, the Netherlands.
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Khalil R, Lalai RA, Wiweger MI, Avramut CM, Koster AJ, Spaink HP, Bruijn JA, Hogendoorn PCW, Baelde HJ. Glomerular permeability is not affected by heparan sulfate glycosaminoglycan deficiency in zebrafish embryos. Am J Physiol Renal Physiol 2019; 317:F1211-F1216. [PMID: 31461353 DOI: 10.1152/ajprenal.00126.2019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Proteinuria develops when specific components in the glomerular filtration barrier have impaired function. Although the precise components involved in maintaining this barrier have not been fully identified, heparan sulfate proteoglycans are believed to play an essential role in maintaining glomerular filtration. Although in situ studies have shown that a loss of heparan sulfate glycosaminoglycans increases the permeability of the glomerular filtration barrier, recent studies using experimental models have shown that podocyte-specific deletion of heparan sulfate glycosaminoglycan assembly does not lead to proteinuria. However, tubular reabsorption of leaked proteins might have masked an increase in glomerular permeability in these models. Furthermore, not only podocytes but also glomerular endothelial cells are involved in heparan sulfate synthesis in the glomerular filtration barrier. Therefore, we investigated the effect of a global heparan sulfate glycosaminoglycan deficiency on glomerular permeability. We used a zebrafish embryo model carrying a homozygous germline mutation in the ext2 gene. Glomerular permeability was assessed with a quantitative dextran tracer injection method. In this model, we accounted for tubular reabsorption. Loss of anionic sites in the glomerular basement membrane was measured using polyethyleneimine staining. Although mutant animals had significantly fewer negatively charged areas in the glomerular basement membrane, glomerular permeability was unaffected. Moreover, heparan sulfate glycosaminoglycan-deficient embryos had morphologically intact podocyte foot processes. Glomerular filtration remains fully functional despite a global reduction of heparan sulfate.
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Affiliation(s)
- Ramzi Khalil
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Reshma A Lalai
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Cristina M Avramut
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Abraham J Koster
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Herman P Spaink
- Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
| | - Jan A Bruijn
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Hans J Baelde
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
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Van Wijk RC, Krekels EHJ, Kantae V, Ordas A, Kreling T, Harms AC, Hankemeier T, Spaink HP, van der Graaf PH. Mechanistic and Quantitative Understanding of Pharmacokinetics in Zebrafish Larvae through Nanoscale Blood Sampling and Metabolite Modeling of Paracetamol. J Pharmacol Exp Ther 2019; 371:15-24. [PMID: 31371482 DOI: 10.1124/jpet.119.260299] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 07/31/2019] [Indexed: 12/27/2022] Open
Abstract
Zebrafish larvae are increasingly used for pharmacological research, but internal drug exposure is often not measured. Understanding pharmacokinetics is necessary for reliable translation of pharmacological results to higher vertebrates, including humans. Quantification of drug clearance and distribution requires measurements of blood concentrations. Additionally, measuring drug metabolites is of importance to understand clearance in this model organism mechanistically. We therefore mechanistically studied and quantified pharmacokinetics in zebrafish larvae, and compared this to higher vertebrates, using paracetamol (acetaminophen) as a paradigm compound. A method was developed to sample blood from zebrafish larvae 5 days post fertilization. Blood concentrations of paracetamol and its major metabolites, paracetamol-glucuronide and paracetamol-sulfate, were measured. Blood concentration data were combined with measured amounts in larval homogenates and excreted amounts and simultaneously analyzed through nonlinear mixed-effects modeling, quantifying absolute clearance and distribution volume. Blood sampling from zebrafish larvae was most successful from the posterior cardinal vein, with a median volume (interquartile range) of 1.12 nl (0.676-1.66 nl) per blood sample. Samples were pooled (n = 15-35) to reach measurable levels. Paracetamol blood concentrations at steady state were only 10% of the external paracetamol concentration. Paracetamol-sulfate was the major metabolite, and its formation was quantified using a time-dependent metabolic formation rate. Absolute clearance and distribution volume correlated well with reported values in higher vertebrates, including humans. Based on blood concentrations and advanced data analysis, the mechanistic and quantitative understanding of paracetamol pharmacokinetics in zebrafish larvae has been established. This will improve the translational value of this vertebrate model organism in drug discovery and development. SIGNIFICANCE STATEMENT: In early phases of drug development, new compounds are increasingly screened in zebrafish larvae, but the internal drug exposure is often not taken into consideration. We developed innovative experimental and computational methods, including a blood-sampling technique, to measure the paradigm drug paracetamol (acetaminophen) and its major metabolites and quantify pharmacokinetics (absorption, distribution, elimination) in zebrafish larvae of 5 days post fertilization with a total volume of only 300 nl. These parameter values were scaled to higher vertebrates, including humans.
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Affiliation(s)
- Rob C Van Wijk
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
| | - Elke H J Krekels
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
| | - Vasudev Kantae
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
| | - Anita Ordas
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
| | - Thijs Kreling
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
| | - Amy C Harms
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
| | - Thomas Hankemeier
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
| | - Herman P Spaink
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
| | - Piet H van der Graaf
- Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (R.C.v.W., E.H.J.K., V.K., T.K., A.C.H., T.H., P.H.v.d.G.) and Animal Sciences and Health, Institute of Biology Leiden (A.O., H.P.S.), Leiden University, Leiden, The Netherlands; and Certara QSP, Canterbury, United Kingdom (P.H.v.d.G.)
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Abstract
Zebrafish is a useful modeling organism for the study of vertebrate development, immune response, and metabolism. Metabolic studies can be aided by mathematical reconstructions of the metabolic network of zebrafish. These list the substrates and products of all biochemical reactions that occur in the zebrafish. Mathematical techniques such as flux-balance analysis then make it possible to predict the possible metabolic flux distributions that optimize, for example, the turnover of food into biomass. The only available genome-scale reconstruction of zebrafish metabolism is ZebraGEM. In this study, we present ZebraGEM 2.0, an updated and validated version of ZebraGEM. ZebraGEM 2.0 is extended with gene-protein-reaction associations (GPRs) that are required to integrate genetic data with the metabolic model. To demonstrate the use of these GPRs, we performed an in silico genetic screening for knockouts of metabolic genes and validated the results against published in vivo genetic knockout and knockdown screenings. Among the single knockout simulations, we identified 74 essential genes, whose knockout stopped growth completely. Among these, 11 genes are known have an abnormal knockout or knockdown phenotype in vivo (partial), and 41 have human homologs associated with metabolic diseases. We also added the oxidative phosphorylation pathway, which was unavailable in the published version of ZebraGEM. The updated model performs better than the original model on a predetermined list of metabolic functions. We also determined a minimal feed composition. The oxidative phosphorylation pathways were validated by comparing with published experiments in which key components of the oxidative phosphorylation pathway were pharmacologically inhibited. To test the utility of ZebraGEM2.0 for obtaining new results, we integrated gene expression data from control and Mycobacterium marinum-infected zebrafish larvae. The resulting model predicts impeded growth and altered histidine metabolism in the infected larvae.
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Affiliation(s)
| | - Fons J. Verbeek
- Leiden Institute of Advanced Computer Science, Leiden University, Leiden, Netherlands
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Herman P. Spaink
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Roeland M.H. Merks
- Mathematical Institute, Leiden University, Leiden, Netherlands
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
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38
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Jansen HJ, Liem M, Jong-Raadsen SA, Dufour S, Weltzien FA, Swinkels W, Koelewijn A, Palstra AP, Pelster B, Spaink HP, van den Thillart GE, Dirks RP, Henkel CV. Author Correction: Rapid de novo assembly of the European eel genome from nanopore sequencing reads. Sci Rep 2019; 9:7911. [PMID: 31114003 PMCID: PMC6529464 DOI: 10.1038/s41598-019-44275-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
A correction to this article has been published and is linked from the HTML and PDF versions of this paper. The error has not been fixed in the paper.
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Affiliation(s)
| | - Michael Liem
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | | | - Sylvie Dufour
- Muséum National d'Histoire Naturelle, Sorbonne Universités, Research Unit BOREA, Biology of Aquatic Organisms and Ecosystems, CNRS, IRD, UCN, UA, Paris, France
| | - Finn-Arne Weltzien
- Norwegian University of Life Sciences, Faculty of Veterinary Medicine, Department of Basic Science and Aquatic Medicine, Oslo, Norway
| | | | | | - Arjan P Palstra
- Animal Breeding and Genomics Centre, Wageningen Livestock Research, Wageningen University & Research, Wageningen, The Netherlands
| | - Bernd Pelster
- Institute of Zoology and Center for Molecular Biosciences, University of Innsbruck, Innsbruck, Austria
| | - Herman P Spaink
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | | | | | - Christiaan V Henkel
- Institute of Biology, Leiden University, Leiden, The Netherlands. .,University of Applied Sciences Leiden, Leiden, The Netherlands. .,Generade Centre of Expertise in Genomics, Leiden, The Netherlands.
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39
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Rougeot J, Torraca V, Zakrzewska A, Kanwal Z, Jansen HJ, Sommer F, Spaink HP, Meijer AH. RNAseq Profiling of Leukocyte Populations in Zebrafish Larvae Reveals a cxcl11 Chemokine Gene as a Marker of Macrophage Polarization During Mycobacterial Infection. Front Immunol 2019; 10:832. [PMID: 31110502 PMCID: PMC6499218 DOI: 10.3389/fimmu.2019.00832] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Accepted: 03/29/2019] [Indexed: 12/13/2022] Open
Abstract
Macrophages are phagocytic cells from the innate immune system, which forms the first line of host defense against invading pathogens. These highly dynamic immune cells can adopt specific functional phenotypes, with the pro-inflammatory M1 and anti-inflammatory M2 polarization states as the two extremes. Recently, the process of macrophage polarization during inflammation has been visualized by real time imaging in larvae of the zebrafish. This model organism has also become widely used to study macrophage responses to microbial pathogens. To support the increasing use of zebrafish in macrophage biology, we set out to determine the complete transcriptome of zebrafish larval macrophages. We studied the specificity of the macrophage signature compared with other larval immune cells and the macrophage-specific expression changes upon infection. We made use of the well-established mpeg1, mpx, and lck fluorescent reporter lines to sort and sequence the transcriptome of larval macrophages, neutrophils, and lymphoid progenitor cells, respectively. Our results provide a complete dataset of genes expressed in these different immune cell types and highlight their similarities and differences. Major differences between the macrophage and neutrophil signatures were found within the families of proteinases. Furthermore, expression of genes involved in antigen presentation and processing was specifically detected in macrophages, while lymphoid progenitors showed expression of genes involved in macrophage activation. Comparison with datasets of in vitro polarized human macrophages revealed that zebrafish macrophages express a strongly homologous gene set, comprising both M1 and M2 markers. Furthermore, transcriptome analysis of low numbers of macrophages infected by the intracellular pathogen Mycobacterium marinum revealed that infected macrophages change their transcriptomic response by downregulation of M2-associated genes and overexpression of specific M1-associated genes. Among the infection-induced genes, a homolog of the human CXCL11 chemokine gene, cxcl11aa, stood out as the most strongly overexpressed M1 marker. Upregulation of cxcl11aa in Mycobacterium-infected macrophages was found to require the function of Myd88, a critical adaptor molecule in the Toll-like and interleukin 1 receptor pathways that are central to pathogen recognition and activation of the innate immune response. Altogether, our data provide a valuable data mining resource to support infection and inflammation research in the zebrafish model.
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Affiliation(s)
- Julien Rougeot
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Vincenzo Torraca
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Ania Zakrzewska
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Zakia Kanwal
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | | | - Frida Sommer
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Herman P Spaink
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
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40
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Valassakis C, Dervisi I, Agalou A, Papandreou N, Kapetsis G, Podia V, Haralampidis K, Iconomidou VA, Spaink HP, Roussis A. Novel interactions of Selenium Binding Protein family with the PICOT containing proteins AtGRXS14 and AtGRXS16 in Arabidopsis thaliana. Plant Sci 2019; 281:102-112. [PMID: 30824043 DOI: 10.1016/j.plantsci.2019.01.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 01/21/2019] [Accepted: 01/22/2019] [Indexed: 06/09/2023]
Abstract
During abiotic stress the primary symptom of phytotoxicity can be ROS production which is strictly regulated by ROS scavenging pathways involving enzymatic and non-enzymatic antioxidants. Furthermore, ROS are well-described secondary messengers of cellular processes, while during the course of evolution, plants have accomplished high degree of control over ROS and used them as signalling molecules. Glutaredoxins (GRXs) are small and ubiquitous glutathione (GSH) -or thioredoxin reductase (TR)-dependent oxidoreductases belonging to the thioredoxin (TRX) superfamily which are conserved in most eukaryotes and prokaryotes. In Arabidopsis thaliana GRXs are subdivided into four classes playing a central role in oxidative stress responses and physiological functions. In this work, we describe a novel interaction of AtGRXS14 with the Selenium Binding Protein 1 (AtSBP1), a protein proposed to be integrated in a regulatory network that senses alterations in cellular redox state and acts towards its restoration. We further show that SBP protein family interacts with AtGRXS16 that also contains a PICOT domain, like AtGRXS14.
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Affiliation(s)
- Chrysanthi Valassakis
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Irene Dervisi
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Adamantia Agalou
- Institute of Biology, Leiden University, Leiden, the Netherlands
| | - Nikolaos Papandreou
- Department of Cell Biology and Biophysics, Faculty of Biology, National & Kapodistrian University, 15784, Athens, Greece
| | - Georgios Kapetsis
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Varvara Podia
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Kosmas Haralampidis
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece
| | - Vassiliki A Iconomidou
- Department of Cell Biology and Biophysics, Faculty of Biology, National & Kapodistrian University, 15784, Athens, Greece
| | - Herman P Spaink
- Institute of Biology, Leiden University, Leiden, the Netherlands
| | - Andreas Roussis
- Department of Botany, Faculty of Biology, National & Kapodistrian University of Athens, 15784, Athens, Greece.
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Henderson F, Johnston HR, Badrock AP, Jones EA, Forster D, Nagaraju RT, Evangelou C, Kamarashev J, Green M, Fairclough M, Ramirez IBR, He S, Snaar-Jagalska BE, Hollywood K, Dunn WB, Spaink HP, Smith MP, Lorigan P, Claude E, Williams KJ, McMahon AW, Hurlstone A. Enhanced Fatty Acid Scavenging and Glycerophospholipid Metabolism Accompany Melanocyte Neoplasia Progression in Zebrafish. Cancer Res 2019; 79:2136-2151. [DOI: 10.1158/0008-5472.can-18-2409] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 01/23/2019] [Accepted: 03/04/2019] [Indexed: 11/16/2022]
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Dickmeis T, Feng Y, Mione MC, Ninov N, Santoro M, Spaink HP, Gut P. Nano-Sampling and Reporter Tools to Study Metabolic Regulation in Zebrafish. Front Cell Dev Biol 2019; 7:15. [PMID: 30873407 PMCID: PMC6401643 DOI: 10.3389/fcell.2019.00015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 01/31/2019] [Indexed: 01/09/2023] Open
Abstract
In the past years, evidence has emerged that hallmarks of human metabolic disorders can be recapitulated in zebrafish using genetic, pharmacological or dietary interventions. An advantage of modeling metabolic diseases in zebrafish compared to other "lower organisms" is the presence of a vertebrate body plan providing the possibility to study the tissue-intrinsic processes preceding the loss of metabolic homeostasis. While the small size of zebrafish is advantageous in many aspects, it also has shortcomings such as the difficulty to obtain sufficient amounts for biochemical analyses in response to metabolic challenges. A workshop at the European Zebrafish Principal Investigator meeting in Trento, Italy, was dedicated to discuss the advantages and disadvantages of zebrafish to study metabolic disorders. This perspective article by the participants highlights strategies to achieve improved tissue-resolution for read-outs using "nano-sampling" approaches for metabolomics as well as live imaging of zebrafish expressing fluorescent reporter tools that inform on cellular or subcellular metabolic processes. We provide several examples, including the use of reporter tools to study the heterogeneity of pancreatic beta-cells within their tissue environment. While limitations exist, we believe that with the advent of new technologies and more labs developing methods that can be applied to minimal amounts of tissue or single cells, zebrafish will further increase their utility to study energy metabolism.
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Affiliation(s)
- Thomas Dickmeis
- Institute of Toxicology and Genetics, Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany
| | - Yi Feng
- Centre for Inflammation Research, Queen’s Medical Research Institute, The University of Edinburgh, Edinburgh, Scotland
| | | | - Nikolay Ninov
- DFG-Center for Regenerative Therapies Dresden, Cluster of Excellence, Technische Universität Dresden, Dresden, Germany
- Paul Langerhans Institute Dresden, Helmholtz Zentrum München, Faculty of Medicine, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | | | - Herman P. Spaink
- Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Philipp Gut
- Nestlé Research, EPFL Innovation Park, Lausanne, Switzerland
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43
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Kuo CL, Kallemeijn WW, Lelieveld LT, Mirzaian M, Zoutendijk I, Vardi A, Futerman AH, Meijer AH, Spaink HP, Overkleeft HS, Aerts JMFG, Artola M. In vivo inactivation of glycosidases by conduritol B epoxide and cyclophellitol as revealed by activity-based protein profiling. FEBS J 2019; 286:584-600. [PMID: 30600575 PMCID: PMC6850446 DOI: 10.1111/febs.14744] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Revised: 11/16/2018] [Accepted: 01/01/2019] [Indexed: 01/18/2023]
Abstract
Glucocerebrosidase (GBA) is a lysosomal β‐glucosidase‐degrading glucosylceramide. Its deficiency causes Gaucher disease (GD), a common lysosomal storage disorder. Carrying a genetic abnormality in GBA constitutes at present the largest genetic risk factor for Parkinson's disease (PD). Conduritol B epoxide (CBE), a mechanism‐based irreversible inhibitor of GBA, is used to generate cell and animal models for investigations on GD and PD. However, CBE may have additional glycosidase targets besides GBA. Here, we present the first in vivo target engagement study for CBE, employing a suite of activity‐based probes to visualize catalytic pocket occupancy of candidate off‐target glycosidases. Only at significantly higher CBE concentrations, nonlysosomal glucosylceramidase (GBA2) and lysosomal α‐glucosidase were identified as major off‐targets in cells and zebrafish larvae. A tight, but acceptable window for selective inhibition of GBA in the brain of mice was observed. On the other hand, cyclophellitol, a closer glucose mimic, was found to inactivate with equal affinity GBA and GBA2 and therefore is not suitable to generate genuine GD‐like models. Enzymes Glucocerebrosidase (http://www.chem.qmul.ac.uk/iubmb/enzyme/EC3/2/1/45.html), nonlysosomal β‐glucocerebrosidase (http://www.chem.qmul.ac.uk/iubmb/enzyme/EC3/2/1/45.html); cytosolic β‐glucosidase (http://www.chem.qmul.ac.uk/iubmb/enzyme/EC3/2/1/21.html); α‐glucosidases (http://www.chem.qmul.ac.uk/iubmb/enzyme/EC3/2/1/20.html); β‐glucuronidase (http://www.chem.qmul.ac.uk/iubmb/enzyme/EC3/2/1/31.html).
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Affiliation(s)
- Chi-Lin Kuo
- Department of Medical Biochemistry, Leiden Institute of Chemistry, Leiden University, The Netherlands
| | - Wouter W Kallemeijn
- Department of Medical Biochemistry, Leiden Institute of Chemistry, Leiden University, The Netherlands
| | - Lindsey T Lelieveld
- Department of Medical Biochemistry, Leiden Institute of Chemistry, Leiden University, The Netherlands
| | - Mina Mirzaian
- Department of Medical Biochemistry, Leiden Institute of Chemistry, Leiden University, The Netherlands
| | - Iris Zoutendijk
- Department of Medical Biochemistry, Leiden Institute of Chemistry, Leiden University, The Netherlands
| | - Ayelet Vardi
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Anthony H Futerman
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | | | | | - Herman S Overkleeft
- Department of Bio-organic Synthesis, Leiden Institute of Chemistry, Leiden University, The Netherlands
| | - Johannes M F G Aerts
- Department of Medical Biochemistry, Leiden Institute of Chemistry, Leiden University, The Netherlands
| | - Marta Artola
- Department of Bio-organic Synthesis, Leiden Institute of Chemistry, Leiden University, The Netherlands
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44
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Koch BEV, Yang S, Lamers G, Stougaard J, Spaink HP. Author Correction: Intestinal microbiome adjusts the innate immune setpoint during colonization through negative regulation of MyD88. Nat Commun 2019; 10:526. [PMID: 30692545 PMCID: PMC6349902 DOI: 10.1038/s41467-019-08456-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Bjørn E V Koch
- Institute of Biology, Leiden University, 2333 BE, Leiden, The Netherlands.,Department of Molecular Biology and Genetics, Aarhus University, 8000, Aarhus C, Denmark
| | - Shuxin Yang
- Institute of Biology, Leiden University, 2333 BE, Leiden, The Netherlands.,Center for Synthetic Biology Engineering Research, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 518055, Shenzhen, China
| | - Gerda Lamers
- Institute of Biology, Leiden University, 2333 BE, Leiden, The Netherlands
| | - Jens Stougaard
- Department of Molecular Biology and Genetics, Aarhus University, 8000, Aarhus C, Denmark
| | - Herman P Spaink
- Institute of Biology, Leiden University, 2333 BE, Leiden, The Netherlands.
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45
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Cordero-Maldonado ML, Perathoner S, van der Kolk KJ, Boland R, Heins-Marroquin U, Spaink HP, Meijer AH, Crawford AD, de Sonneville J. Deep learning image recognition enables efficient genome editing in zebrafish by automated injections. PLoS One 2019; 14:e0202377. [PMID: 30615627 PMCID: PMC6322765 DOI: 10.1371/journal.pone.0202377] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 12/13/2018] [Indexed: 12/30/2022] Open
Abstract
One of the most popular techniques in zebrafish research is microinjection. This is a rapid and efficient way to genetically manipulate early developing embryos, and to introduce microbes, chemical compounds, nanoparticles or tracers at larval stages. Here we demonstrate the development of a machine learning software that allows for microinjection at a trained target site in zebrafish eggs at unprecedented speed. The software is based on the open-source deep-learning library Inception v3. In a first step, the software distinguishes wells containing embryos at one-cell stage from wells to be skipped with an accuracy of 93%. A second step was developed to pinpoint the injection site. Deep learning allows to predict this location on average within 42 μm to manually annotated sites. Using a Graphics Processing Unit (GPU), both steps together take less than 100 milliseconds. We first tested our system by injecting a morpholino into the middle of the yolk and found that the automated injection efficiency is as efficient as manual injection (~ 80%). Next, we tested both CRISPR/Cas9 and DNA construct injections into the zygote and obtained a comparable efficiency to that of an experienced experimentalist. Combined with a higher throughput, this results in a higher yield. Hence, the automated injection of CRISPR/Cas9 will allow high-throughput applications to knock out and knock in relevant genes to study their mechanisms or pathways of interest in diverse areas of biomedical research.
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Affiliation(s)
| | - Simon Perathoner
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | | | - Ralf Boland
- Institute of Biology, Leiden University, Leiden, the Netherlands
| | - Ursula Heins-Marroquin
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | - Herman P Spaink
- Institute of Biology, Leiden University, Leiden, the Netherlands
| | | | - Alexander D Crawford
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
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46
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Zhang X, de Boer L, Stockhammer OW, Grijpma DW, Spaink HP, Zaat SA. A Zebrafish Embryo Model for In Vivo Visualization and Intravital Analysis of Biomaterial-associated Staphylococcus aureus Infection. J Vis Exp 2019. [DOI: 10.3791/58523] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
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47
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Tudorache C, Slabbekoorn H, Robbers Y, Hin E, Meijer JH, Spaink HP, Schaaf MJM. Biological clock function is linked to proactive and reactive personality types. BMC Biol 2018; 16:148. [PMID: 30577878 PMCID: PMC6303931 DOI: 10.1186/s12915-018-0618-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Accepted: 12/04/2018] [Indexed: 12/16/2022] Open
Abstract
Background Many physiological processes in our body are controlled by the biological clock and show circadian rhythmicity. It is generally accepted that a robust rhythm is a prerequisite for optimal functioning and that a lack of rhythmicity can contribute to the pathogenesis of various diseases. Here, we tested in a heterogeneous laboratory zebrafish population whether and how variation in the rhythmicity of the biological clock is associated with the coping styles of individual animals, as assessed in a behavioural assay to reliably measure this along a continuum between proactive and reactive extremes. Results Using RNA sequencing on brain samples, we demonstrated a prominent difference in the expression level of genes involved in the biological clock between proactive and reactive individuals. Subsequently, we tested whether this correlation between gene expression and coping style was due to a consistent change in the level of clock gene expression or to a phase shift or to altered amplitude of the circadian rhythm of gene expression. Our data show a remarkable individual variation in amplitude of the clock gene expression rhythms, which was also reflected in the fluctuating concentrations of melatonin and cortisol, and locomotor activity. This variation in rhythmicity showed a strong correlation with the coping style of the individual, ranging from robust rhythms with large amplitudes in proactive fish to a complete absence of rhythmicity in reactive fish. The rhythmicity of the proactive fish decreased when challenged with constant light conditions whereas the rhythmicity of reactive individuals was not altered. Conclusion These results shed new light on the role of the biological clock by demonstrating that large variation in circadian rhythmicity of individuals may occur within populations. The observed correlation between coping style and circadian rhythmicity suggests that the level of rhythmicity forms an integral part of proactive or reactive coping styles. Electronic supplementary material The online version of this article (10.1186/s12915-018-0618-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | - Hans Slabbekoorn
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Yuri Robbers
- Molecular Cell Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Eline Hin
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Johanna H Meijer
- Molecular Cell Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Herman P Spaink
- Institute of Biology, Leiden University, Leiden, The Netherlands
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48
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Khalil R, Koop K, Kreutz R, Spaink HP, Hogendoorn PC, Bruijn JA, Baelde HJ. Increased dynamin expression precedes proteinuria in glomerular disease. J Pathol 2018; 247:177-185. [PMID: 30350425 PMCID: PMC6587474 DOI: 10.1002/path.5181] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 09/10/2018] [Accepted: 10/10/2018] [Indexed: 11/08/2022]
Abstract
Dynamin plays an essential role in maintaining the structure and function of the glomerular filtration barrier. Specifically, dynamin regulates the actin cytoskeleton and the turnover of nephrin in podocytes, and knocking down dynamin expression causes proteinuria. Moreover, promoting dynamin oligomerization with Bis-T-23 restores podocyte function and reduces proteinuria in several animal models of chronic kidney disease. Thus, dynamin is a promising therapeutic target for treating chronic kidney disease. Here, we investigated the pathophysiological role of dynamin under proteinuric circumstances in a rat model and in humans. We found that glomerular Dnm2 and Dnm1 mRNA levels are increased prior to the onset of proteinuria in a rat model of spontaneous proteinuria. Also, in zebrafish embryos, we confirm that knocking down dynamin translation results in proteinuria. Finally, we show that the glomerular expression of dynamin and cathepsin L protein is increased in several human proteinuric kidney diseases. We propose that the increased expression of glomerular dynamin reflects an exhausted attempt to maintain and/or restore integrity of the glomerular filtration barrier. These results confirm that dynamin plays an important role in maintaining the glomerular filtration barrier, and they support the notion that dynamin is a promising therapeutic target in proteinuric kidney disease. © 2018 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Ramzi Khalil
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Klaas Koop
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Reinhold Kreutz
- Institute of Clinical Pharmacology and Toxicology, Charité - Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Herman P Spaink
- Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
| | | | - Jan A Bruijn
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Hans J Baelde
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
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49
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Yang J, Meng Z, Liu Q, Shimada Y, Olsthoorn RCL, Spaink HP, Herrmann A, Kros A. Performing DNA nanotechnology operations on a zebrafish. Chem Sci 2018; 9:7271-7276. [PMID: 30288248 PMCID: PMC6148687 DOI: 10.1039/c8sc01771a] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 07/16/2018] [Indexed: 12/18/2022] Open
Abstract
Nanoscale engineering of surfaces is becoming an indispensable technique to modify membranes and, thus cellular behaviour. Here, such membrane engineering related was explored on the surface of a living animal using DNA nanotechnology. We demonstrate the immobilization of oligonucleotides functionalized with a membrane anchor on 2 day old zebrafish. The protruding single-stranded DNA on the skin of zebrafish served as a handle for complementary DNAs, which allowed the attachment of small molecule cargo, liposomes and dynamic relabeling by DNA hybridization protocols. Robust anchoring of the oligonucleotides was proven as DNA-based amplification processes were successfully performed on the outer membrane of the zebrafish enabling the multiplication of surface functionalities from a single DNA-anchoring unit and the dramatic improvement of fluorescent labeling of these animals. As zebrafish are becoming an alternative to animal models in drug development, toxicology and nanoparticles characterization, we believe the platform presented here allows amalgamation of DNA nanotechnology tools with live animals and this opens up yet unexplored avenues like efficient bio-barcoding as well as in vivo tracking.
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Affiliation(s)
- Jian Yang
- Supramolecular & Biomaterials Chemistry , Leiden Institute of Chemistry , Leiden University , P.O. Box 9502 , 2300 RA Leiden , The Netherlands .
| | - Zhuojun Meng
- Zernike Institute for Advanced Materials , University of Groningen , Nijenborgh 4 , 9747 AG Groningen , The Netherlands .
| | - Qing Liu
- Zernike Institute for Advanced Materials , University of Groningen , Nijenborgh 4 , 9747 AG Groningen , The Netherlands .
| | - Yasuhito Shimada
- Institute of Biology , Leiden University , Leiden , The Netherlands
- Department of Integrative Pharmacology , Mie University Graduate School of Medicine , Mie , Japan .
| | - René C L Olsthoorn
- Supramolecular & Biomaterials Chemistry , Leiden Institute of Chemistry , Leiden University , P.O. Box 9502 , 2300 RA Leiden , The Netherlands .
| | - Herman P Spaink
- Institute of Biology , Leiden University , Leiden , The Netherlands
| | - Andreas Herrmann
- Zernike Institute for Advanced Materials , University of Groningen , Nijenborgh 4 , 9747 AG Groningen , The Netherlands .
- DWI-Leibniz Institute for Interactive Materials , Forckenbeckstr. 50 , 52056 Aachen , Germany
- Institute of Technical and Macromolecular Chemistry , RWTH Aachen University , Worringerweg 2 , 52074 , Aachen , Germany
| | - Alexander Kros
- Supramolecular & Biomaterials Chemistry , Leiden Institute of Chemistry , Leiden University , P.O. Box 9502 , 2300 RA Leiden , The Netherlands .
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Damiano V, Gennaro AD, Brisotto G, Armellin M, Perin T, Zucchetto A, Guardascione M, Spaink HP, Doglioni C, Snaar-Jagalska E, Santarosa M, Maestro R. Abstract 500: A p53/miR-30a/ZEB2 axis controls basal-like/triple-negative breast cancer aggressiveness. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Inactivation of p53 plays a major role in the poor prognosis of basal-like /triple-negative breast cancers (TNBC). However, how p53 inactivation impinges upon TNBC aggressive phenotype is only partially defined. Here we report the identification of a novel axis involving p53, miR30a and ZEB2. We provide evidence that p53 affects the expression of ZEB2, a transcription factor involved in epithelial-mesenchymal transition (EMT), by relying on miR-30a. In particular, we found that p53 regulates miR-30a expression by direct promoter binding and that miR30a targets ZEB2. Finally, we provide evidence that the new p53/miR-30a/ZEB2 axis controls tumor cell invasion and migration and that reduced miR-30a expression correlates with p53 inactivation and dismal prognosis in human breast cancers. Overall, this study highlights the existence of a novel axis linking p53 to EMT via miR-30a, and adds a novel element to the complex network whereby p53 inactivation impinge upon tumor aggressiveness.
Citation Format: Valentina Damiano, Alessandra di Gennaro, Giulia Brisotto, Michela Armellin, Tiziana Perin, Antonella Zucchetto, Michela Guardascione, Herman P. Spaink, Claudio Doglioni, Ewa Snaar-Jagalska, Manuela Santarosa, Roberta Maestro. A p53/miR-30a/ZEB2 axis controls basal-like/triple-negative breast cancer aggressiveness [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 500.
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Affiliation(s)
| | | | | | | | - Tiziana Perin
- 1CRO Aviano National Cancer Institute, Aviano, Italy
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