1
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Wang Z, Bian Z, Wang D, Xu J. Functions and mechanisms of A-to-I RNA editing in filamentous ascomycetes. PLoS Pathog 2024; 20:e1012238. [PMID: 38843141 PMCID: PMC11156358 DOI: 10.1371/journal.ppat.1012238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2024] Open
Abstract
Although lack of ADAR (adenosine deaminase acting on RNA) orthologs, genome-wide A-to-I editing occurs specifically during sexual reproduction in a number of filamentous ascomycetes, including Fusarium graminearum and Neurospora crassa. Unlike ADAR-mediated editing in animals, fungal A-to-I editing has a strong preference for hairpin loops and U at -1 position, which leads to frequent editing of UAG and UAA stop codons. Majority of RNA editing events in fungi are in the coding region and cause amino acid changes. Some of these editing events have been experimentally characterized for providing heterozygote and adaptive advantages in F. graminearum. Recent studies showed that FgTad2 and FgTad3, 2 ADAT (adenosine deaminase acting on tRNA) enzymes that normally catalyze the editing of A34 in the anticodon of tRNA during vegetative growth mediate A-to-I mRNA editing during sexual reproduction. Stage specificity of RNA editing is conferred by stage-specific expression of short transcript isoforms of FgTAD2 and FgTAD3 as well as cofactors such as AME1 and FIP5 that facilitate the editing of mRNA in perithecia. Taken together, fungal A-to-I RNA editing during sexual reproduction is catalyzed by ADATs and it has the same sequence and structural preferences with editing of A34 in tRNA.
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Affiliation(s)
- Zeyi Wang
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, United States of America
| | - Zhuyun Bian
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, United States of America
| | - Diwen Wang
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, United States of America
| | - JinRong Xu
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, United States of America
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2
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Xie Y, Chan PL, Kwan HS, Chang J. The Genome-Wide Characterization of Alternative Splicing and RNA Editing in the Development of Coprinopsis cinerea. J Fungi (Basel) 2023; 9:915. [PMID: 37755023 PMCID: PMC10532568 DOI: 10.3390/jof9090915] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 08/17/2023] [Accepted: 09/07/2023] [Indexed: 09/28/2023] Open
Abstract
Coprinopsis cinerea is one of the model species used in fungal developmental studies. This mushroom-forming Basidiomycetes fungus has several developmental destinies in response to changing environments, with dynamic developmental regulations of the organism. Although the gene expression in C. cinerea development has already been profiled broadly, previous studies have only focused on a specific stage or process of fungal development. A comprehensive perspective across different developmental paths is lacking, and a global view on the dynamic transcriptional regulations in the life cycle and the developmental paths is far from complete. In addition, knowledge on co- and post-transcriptional modifications in this fungus remains rare. In this study, we investigated the transcriptional changes and modifications in C. cinerea during the processes of spore germination, vegetative growth, oidiation, sclerotia formation, and fruiting body formation by inducing different developmental paths of the organism and profiling the transcriptomes using the high-throughput sequencing method. Transition in the identity and abundance of expressed genes drive the physiological and morphological alterations of the organism, including metabolism and multicellularity construction. Moreover, stage- and tissue-specific alternative splicing and RNA editing took place and functioned in C. cinerea. These modifications were negatively correlated to the conservation features of genes and could provide extra plasticity to the transcriptome during fungal development. We suggest that C. cinerea applies different molecular strategies in its developmental regulation, including shifts in expressed gene sets, diversifications of genetic information, and reversible diversifications of RNA molecules. Such features would increase the fungal adaptability in the rapidly changing environment, especially in the transition of developmental programs and the maintenance and balance of genetic and transcriptomic divergence. The multi-layer regulatory network of gene expression serves as the molecular basis of the functioning of developmental regulation.
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Affiliation(s)
- Yichun Xie
- State Key Laboratory of Agrobiotechnology, Food Research Center, School of Life Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China;
| | - Po-Lam Chan
- Food Research Center, School of Life Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China
| | - Hoi-Shan Kwan
- Food Research Center, School of Life Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China
| | - Jinhui Chang
- Department of Food Science and Nutrition, and Research Institute for Future Food, The Hong Kong Polytechnic University, Hong Kong SAR, China
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3
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Nagy L, Vonk P, Künzler M, Földi C, Virágh M, Ohm R, Hennicke F, Bálint B, Csernetics Á, Hegedüs B, Hou Z, Liu X, Nan S, Pareek M, Sahu N, Szathmári B, Varga T, Wu H, Yang X, Merényi Z. Lessons on fruiting body morphogenesis from genomes and transcriptomes of Agaricomycetes. Stud Mycol 2023; 104:1-85. [PMID: 37351542 PMCID: PMC10282164 DOI: 10.3114/sim.2022.104.01] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 12/02/2022] [Indexed: 01/09/2024] Open
Abstract
Fruiting bodies (sporocarps, sporophores or basidiomata) of mushroom-forming fungi (Agaricomycetes) are among the most complex structures produced by fungi. Unlike vegetative hyphae, fruiting bodies grow determinately and follow a genetically encoded developmental program that orchestrates their growth, tissue differentiation and sexual sporulation. In spite of more than a century of research, our understanding of the molecular details of fruiting body morphogenesis is still limited and a general synthesis on the genetics of this complex process is lacking. In this paper, we aim at a comprehensive identification of conserved genes related to fruiting body morphogenesis and distil novel functional hypotheses for functionally poorly characterised ones. As a result of this analysis, we report 921 conserved developmentally expressed gene families, only a few dozens of which have previously been reported to be involved in fruiting body development. Based on literature data, conserved expression patterns and functional annotations, we provide hypotheses on the potential role of these gene families in fruiting body development, yielding the most complete description of molecular processes in fruiting body morphogenesis to date. We discuss genes related to the initiation of fruiting, differentiation, growth, cell surface and cell wall, defence, transcriptional regulation as well as signal transduction. Based on these data we derive a general model of fruiting body development, which includes an early, proliferative phase that is mostly concerned with laying out the mushroom body plan (via cell division and differentiation), and a second phase of growth via cell expansion as well as meiotic events and sporulation. Altogether, our discussions cover 1 480 genes of Coprinopsis cinerea, and their orthologs in Agaricus bisporus, Cyclocybe aegerita, Armillaria ostoyae, Auriculariopsis ampla, Laccaria bicolor, Lentinula edodes, Lentinus tigrinus, Mycena kentingensis, Phanerochaete chrysosporium, Pleurotus ostreatus, and Schizophyllum commune, providing functional hypotheses for ~10 % of genes in the genomes of these species. Although experimental evidence for the role of these genes will need to be established in the future, our data provide a roadmap for guiding functional analyses of fruiting related genes in the Agaricomycetes. We anticipate that the gene compendium presented here, combined with developments in functional genomics approaches will contribute to uncovering the genetic bases of one of the most spectacular multicellular developmental processes in fungi. Citation: Nagy LG, Vonk PJ, Künzler M, Földi C, Virágh M, Ohm RA, Hennicke F, Bálint B, Csernetics Á, Hegedüs B, Hou Z, Liu XB, Nan S, M. Pareek M, Sahu N, Szathmári B, Varga T, Wu W, Yang X, Merényi Z (2023). Lessons on fruiting body morphogenesis from genomes and transcriptomes of Agaricomycetes. Studies in Mycology 104: 1-85. doi: 10.3114/sim.2022.104.01.
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Affiliation(s)
- L.G. Nagy
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - P.J. Vonk
- Microbiology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands;
| | - M. Künzler
- Institute of Microbiology, Department of Biology, Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland;
| | - C. Földi
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - M. Virágh
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - R.A. Ohm
- Microbiology, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands;
| | - F. Hennicke
- Project Group Genetics and Genomics of Fungi, Chair Evolution of Plants and Fungi, Ruhr-University Bochum, 44780, Bochum, North Rhine-Westphalia, Germany;
| | - B. Bálint
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - Á. Csernetics
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - B. Hegedüs
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - Z. Hou
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - X.B. Liu
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - S. Nan
- Institute of Applied Mycology, Huazhong Agricultural University, 430070 Hubei Province, PR China
| | - M. Pareek
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - N. Sahu
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - B. Szathmári
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - T. Varga
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - H. Wu
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
| | - X. Yang
- Institute of Applied Mycology, Huazhong Agricultural University, 430070 Hubei Province, PR China
| | - Z. Merényi
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, 6726, Hungary;
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4
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Increasing the production of the bioactive compounds in medicinal mushrooms: an omics perspective. Microb Cell Fact 2023; 22:11. [PMID: 36647087 PMCID: PMC9841694 DOI: 10.1186/s12934-022-02013-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 12/28/2022] [Indexed: 01/18/2023] Open
Abstract
Macroscopic fungi, mainly higher basidiomycetes and some ascomycetes, are considered medicinal mushrooms and have long been used in different areas due to their pharmaceutically/nutritionally valuable bioactive compounds. However, the low production of these bioactive metabolites considerably limits the utilization of medicinal mushrooms both in commerce and clinical trials. As a result, many attempts, ranging from conventional methods to novel approaches, have been made to improve their production. The novel strategies include conducting omics investigations, constructing genome-scale metabolic models, and metabolic engineering. So far, genomics and the combined use of different omics studies are the most utilized omics analyses in medicinal mushroom research (both with 31% contribution), while metabolomics (with 4% contribution) is the least. This article is the first attempt for reviewing omics investigations in medicinal mushrooms with the ultimate aim of bioactive compound overproduction. In this regard, the role of these studies and systems biology in elucidating biosynthetic pathways of bioactive compounds and their contribution to metabolic engineering will be highlighted. Also, limitations of omics investigations and strategies for overcoming them will be provided in order to facilitate the overproduction of valuable bioactive metabolites in these valuable organisms.
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5
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Lawrinowitz S, Wurlitzer JM, Weiss D, Arndt HD, Kothe E, Gressler M, Hoffmeister D. Blue Light-Dependent Pre-mRNA Splicing Controls Pigment Biosynthesis in the Mushroom Terana caerulea. Microbiol Spectr 2022; 10:e0106522. [PMID: 36094086 PMCID: PMC9603100 DOI: 10.1128/spectrum.01065-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 08/18/2022] [Indexed: 12/30/2022] Open
Abstract
Light induces the production of ink-blue pentacyclic natural products, the corticin pigments, in the cobalt crust mushroom Terana caerulea. Here, we describe the genetic locus for corticin biosynthesis and provide evidence for a light-dependent dual transcriptional/cotranscriptional regulatory mechanism. Light selectively induces the expression of the corA gene encoding the gateway enzyme, the first described mushroom polyporic acid synthetase CorA, while other biosynthetic genes for modifying enzymes necessary to complete corticin assembly are induced only at lower levels. The strongest corA induction was observed following exposure to blue and UV light. A second layer of regulation is provided by the light-dependent splicing of the three introns in the pre-mRNA of corA. Our results provide insight into the fundamental organization of how mushrooms regulate natural product biosynthesis. IMPORTANCE The regulation of natural product biosyntheses in mushrooms in response to environmental cues is poorly understood. We addressed this knowledge gap and chose the cobalt crust mushroom Terana caerulea as our model. Our work discovered a dual-level regulatory mechanism that connects light as an abiotic stimulus with a physiological response, i.e., the production of dark-blue pigments. Exposure to blue light elicits strongly increased transcription of the gene encoding the gateway enzyme, the polyporic acid synthetase CorA, that catalyzes the formation of the pigment core structure. Additionally, light is a prerequisite for the full splicing of corA pre-mRNA and, thus, its proper maturation. Dual transcriptional/cotranscriptional light-dependent control of fungal natural product biosynthesis has previously been unknown. As it allows the tight control of a key metabolic step, it may be a much more prevalent mechanism among these organisms.
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Affiliation(s)
- Stefanie Lawrinowitz
- Friedrich-Schiller-Universität Jena, Institute of Pharmacy, Jena, Germany
- Pharmaceutical Microbiology, Leibniz Institute for Natural Product Research and Infection Biology, Hans Knöll Institute, Jena, Germany
| | - Jacob M. Wurlitzer
- Friedrich-Schiller-Universität Jena, Institute of Pharmacy, Jena, Germany
- Pharmaceutical Microbiology, Leibniz Institute for Natural Product Research and Infection Biology, Hans Knöll Institute, Jena, Germany
| | - Dieter Weiss
- Friedrich-Schiller-Universität Jena, Institute for Organic Chemistry and Macromolecular Chemistry, Jena, Germany
| | - Hans-Dieter Arndt
- Friedrich-Schiller-Universität Jena, Institute for Organic Chemistry and Macromolecular Chemistry, Jena, Germany
| | - Erika Kothe
- Friedrich-Schiller-Universität Jena, Institute for Microbiology, Jena, Germany
| | - Markus Gressler
- Friedrich-Schiller-Universität Jena, Institute of Pharmacy, Jena, Germany
- Pharmaceutical Microbiology, Leibniz Institute for Natural Product Research and Infection Biology, Hans Knöll Institute, Jena, Germany
| | - Dirk Hoffmeister
- Friedrich-Schiller-Universität Jena, Institute of Pharmacy, Jena, Germany
- Pharmaceutical Microbiology, Leibniz Institute for Natural Product Research and Infection Biology, Hans Knöll Institute, Jena, Germany
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6
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Merényi Z, Virágh M, Gluck-Thaler E, Slot JC, Kiss B, Varga T, Geösel A, Hegedüs B, Bálint B, Nagy LG. Gene age shapes the transcriptional landscape of sexual morphogenesis in mushroom forming fungi (Agaricomycetes). eLife 2022; 11:71348. [PMID: 35156613 PMCID: PMC8893723 DOI: 10.7554/elife.71348] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 02/11/2022] [Indexed: 11/13/2022] Open
Abstract
Multicellularity has been one of the most important innovations in the history of life. The role of gene regulatory changes in driving transitions to multicellularity is being increasingly recognized; however, factors influencing gene expression patterns are poorly known in many clades. Here, we compared the developmental transcriptomes of complex multicellular fruiting bodies of eight Agaricomycetes and Cryptococcus neoformans, a closely related human pathogen with a simple morphology. In-depth analysis in Pleurotus ostreatus revealed that allele-specific expression, natural antisense transcripts, and developmental gene expression, but not RNA editing or a ‘developmental hourglass,’ act in concert to shape its transcriptome during fruiting body development. We found that transcriptional patterns of genes strongly depend on their evolutionary ages. Young genes showed more developmental and allele-specific expression variation, possibly because of weaker evolutionary constraint, suggestive of nonadaptive expression variance in fruiting bodies. These results prompted us to define a set of conserved genes specifically regulated only during complex morphogenesis by excluding young genes and accounting for deeply conserved ones shared with species showing simple sexual development. Analysis of the resulting gene set revealed evolutionary and functional associations with complex multicellularity, which allowed us to speculate they are involved in complex multicellular morphogenesis of mushroom fruiting bodies.
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Affiliation(s)
- Zsolt Merényi
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - Máté Virágh
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - Emile Gluck-Thaler
- Department of Biology, University of Pennsylvania, Philadelphia, United States
| | - Jason C Slot
- Department of Plant Pathology, Ohio State University, Columbus, United States
| | - Brigitta Kiss
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - Torda Varga
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - András Geösel
- Department of Vegetable and Mushroom Growing, Hungarian University of Agriculture and Life Sciences, Budapest, Hungary
| | - Botond Hegedüs
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - Balázs Bálint
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - László G Nagy
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
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7
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Min B, Wu B, Gaskell J, Zhang J, Toapanta C, Ahrendt S, Blanchette RA, Master E, Cullen D, Hibbett DS, Grigoriev IV. RNA-editing in Basidiomycota, revisited. ISME COMMUNICATIONS 2021; 1:70. [PMID: 37938697 PMCID: PMC9723688 DOI: 10.1038/s43705-021-00037-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/08/2021] [Accepted: 07/29/2021] [Indexed: 06/13/2023]
Affiliation(s)
- Byoungnam Min
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, USA
| | - Baojun Wu
- Biology Department, Clark University, Worcester, MA, USA
- Statistics and Bioinformatics Group, School of Fundamental Sciences, Massey University, Palmerston North, New Zealand
| | - Jill Gaskell
- USDA Forest Products Laboratory, Madison, WI, USA
| | - Jiwei Zhang
- Department of Bioproducts and Biosystems Engineering, University of Minnesota, St. Paul, MN, USA
| | - Christina Toapanta
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, USA
| | - Steven Ahrendt
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | | | - Emma Master
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, ON, Canada
| | | | | | - Igor V Grigoriev
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, USA.
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8
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Kurkowiak M, Grasso G, Faktor J, Scheiblecker L, Winniczuk M, Mayordomo MY, O'Neill JR, Oster B, Vojtesek B, Al-Saadi A, Marek-Trzonkowska N, Hupp TR. An integrated DNA and RNA variant detector identifies a highly conserved three base exon in the MAP4K5 kinase locus. RNA Biol 2021; 18:2556-2575. [PMID: 34190025 PMCID: PMC8632122 DOI: 10.1080/15476286.2021.1932345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
RNA variants that emerge from editing and alternative splicing form important regulatory stages in protein signalling. In this report, we apply an integrated DNA and RNA variant detection workbench to define the range of RNA variants that deviate from the reference genome in a human melanoma cell model. The RNA variants can be grouped into (i) classic ADAR-like or APOBEC-like RNA editing events and (ii) multiple-nucleotide variants (MNVs) including three and six base pair in-frame non-canonical unmapped exons. We focus on validating representative genes of these classes. First, clustered non-synonymous RNA edits (A-I) in the CDK13 gene were validated by Sanger sequencing to confirm the integrity of the RNA variant detection workbench. Second, a highly conserved RNA variant in the MAP4K5 gene was detected that results most likely from the splicing of a non-canonical three-base exon. The two RNA variants produced from the MAP4K5 locus deviate from the genomic reference sequence and produce V569E or V569del isoform variants. Low doses of splicing inhibitors demonstrated that the MAP4K5-V569E variant emerges from an SF3B1-dependent splicing event. Mass spectrometry of the recombinant SBP-tagged MAP4K5V569E and MAP4K5V569del proteins pull-downs in transfected cell systems was used to identify the protein-protein interactions of these two MAP4K5 isoforms and propose possible functions. Together these data highlight the utility of this integrated DNA and RNA variant detection platform to detect RNA variants in cancer cells and support future analysis of RNA variant detection in cancer tissue.
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Affiliation(s)
- Małgorzata Kurkowiak
- International Centre for Cancer Vaccine Science (ICCVS), University of Gdańsk, 80-822 Gdańsk, Poland
| | - Giuseppa Grasso
- University of Edinburgh, Institute of Genetics and Molecular Medicine, Edinburgh Cancer Research Centre, Edinburgh, Scotland, UK
| | - Jakub Faktor
- International Centre for Cancer Vaccine Science (ICCVS), University of Gdańsk, 80-822 Gdańsk, Poland.,Research Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Lisa Scheiblecker
- Institute of Pharmacology and Toxicology, University of Veterinary Medicine Vienna, 1210 Vienna, Austria
| | - Małgorzata Winniczuk
- International Centre for Cancer Vaccine Science (ICCVS), University of Gdańsk, 80-822 Gdańsk, Poland
| | - Marcos Yebenes Mayordomo
- International Centre for Cancer Vaccine Science (ICCVS), University of Gdańsk, 80-822 Gdańsk, Poland.,University of Edinburgh, Institute of Genetics and Molecular Medicine, Edinburgh Cancer Research Centre, Edinburgh, Scotland, UK
| | - J Robert O'Neill
- Cambridge Oesophagogastric Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Bodil Oster
- QIAGEN Aarhus, Silkeborgvej 2, 8000 Aarhus, Denmark
| | - Borek Vojtesek
- Research Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Ali Al-Saadi
- University of Edinburgh, Institute of Genetics and Molecular Medicine, Edinburgh Cancer Research Centre, Edinburgh, Scotland, UK
| | - Natalia Marek-Trzonkowska
- International Centre for Cancer Vaccine Science (ICCVS), University of Gdańsk, 80-822 Gdańsk, Poland.,Laboratory of Immunoregulation and Cellular Therapies, Department of Family Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | - Ted R Hupp
- International Centre for Cancer Vaccine Science (ICCVS), University of Gdańsk, 80-822 Gdańsk, Poland.,University of Edinburgh, Institute of Genetics and Molecular Medicine, Edinburgh Cancer Research Centre, Edinburgh, Scotland, UK
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9
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Shtratnikova VY, Schelkunov MI, Penin AA, Logacheva MD. Mitochondrial genome of the nonphotosynthetic mycoheterotrophic plant Hypopitys monotropa, its structure, gene expression and RNA editing. PeerJ 2020; 8:e9309. [PMID: 32601550 PMCID: PMC7307570 DOI: 10.7717/peerj.9309] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 05/17/2020] [Indexed: 01/05/2023] Open
Abstract
Heterotrophic plants—plants that have lost the ability to photosynthesize—are characterized by a number of changes at all levels of organization. Heterotrophic plants are divided into two large categories—parasitic and mycoheterotrophic (MHT). The question of to what extent such changes are similar in these two categories is still open. The plastid genomes of nonphotosynthetic plants are well characterized, and they exhibit similar patterns of reduction in the two groups. In contrast, little is known about the mitochondrial genomes of MHT plants. We report the structure of the mitochondrial genome of Hypopitys monotropa, a MHT member of Ericaceae, and the expression of its genes. In contrast to its highly reduced plastid genome, the mitochondrial genome of H. monotropa is larger than that of its photosynthetic relative Vaccinium macrocarpon, and its complete size is ~810 Kb. We observed an unusually long repeat-rich structure of the genome that suggests the existence of linear fragments. Despite this unique feature, the gene content of the H. monotropa mitogenome is typical of flowering plants. No acceleration of substitution rates is observed in mitochondrial genes, in contrast to previous observations in parasitic non-photosynthetic plants. Transcriptome sequencing revealed the trans-splicing of several genes and RNA editing in 33 of 38 genes. Notably, we did not find any traces of horizontal gene transfer from fungi, in contrast to plant parasites, which extensively integrate genetic material from their hosts.
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Affiliation(s)
- Viktoria Yu Shtratnikova
- A. N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Mikhail I Schelkunov
- Skolkovo Institute of Science and Technology, Moscow, Russia.,Laboratory of Plant Genomics, Institute for Information Transmission Problems of the Russian Academy of Sciences, Moscow, Russia
| | - Aleksey A Penin
- Laboratory of Plant Genomics, Institute for Information Transmission Problems of the Russian Academy of Sciences, Moscow, Russia
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10
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Teichert I. Fungal RNA editing: who, when, and why? Appl Microbiol Biotechnol 2020; 104:5689-5695. [PMID: 32382933 PMCID: PMC7306014 DOI: 10.1007/s00253-020-10631-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 04/08/2020] [Accepted: 04/17/2020] [Indexed: 11/25/2022]
Abstract
Abstract RNA editing occurs in all kingdoms of life and in various RNA species. The editing of nuclear protein-coding transcripts has long been known in metazoans, but was only recently detected in fungi. In contrast to many metazoan species, fungal editing sites occur mostly in coding regions, and therefore, fungal editing can change protein sequences and lead to modified or new functions of proteins. Indeed, mRNA editing is thought to be generally adaptive on fungi. Although RNA editing has been detected in both, Ascomycota and Basidiomycota, there seem to be considerable differences between these two classes of fungi concerning the types, the timing, and the purpose of editing. This review summarizes the characteristics of RNA editing in fungi and compares them to metazoan species and bacteria. In particular, it will review cellular processes affected by editing and speculate on the purpose of editing for fungal biology with a focus on the filamentous ascomycetes. Key Points • Fungi show various types of mRNA editing in nuclear transcripts. • Fungal editing leads to proteome diversification. • Filamentous ascomycetes may require editing for sexual sporulation. • Wood-degrading basidiomycetes may use editing for adaptation to different substrates.
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Affiliation(s)
- Ines Teichert
- General and Molecular Botany, Ruhr-University Bochum, 44780, Bochum, Germany. .,Arbeitskreis für Allgemeine und Molekulare Botanik, Ruhr-Universität Bochum, ND6/166, Universitätsstr. 150, 44780, Bochum, Germany.
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11
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Liu J, Wang D, Su Y, Lang K, Duan R, Wu Y, Ma F, Huang S. FairBase: a comprehensive database of fungal A-to-I RNA editing. DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION 2019; 2019:5334633. [PMID: 30788499 PMCID: PMC6379597 DOI: 10.1093/database/baz018] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 01/04/2019] [Accepted: 01/22/2019] [Indexed: 01/27/2023]
Abstract
Frequent A-to-I RNA editing has recently been identified in fungi despite the absence of recognizable homologues of metazoan ADARs ("Adenosine Deaminases Acting on RNA"). In particular, there is emerging evidence showing that A-to-I editing is involved in sexual reproduction of filamentous fungi. Here, we report on the creation of FairBase - a fungal A-to-I RNA editing database that provides a platform for deep exploration of fungal RNA editing to relevant academic communities. This database includes a comprehensive collection of A-to-I editing sites in six filamentous fungal species, together with extensive annotations for each editing site. In FairBase, users can conveniently search editing sites and obtain editing levels for each editing site in various RNA-seq samples. In addition, the pathways involving RNA editing are built in FairBase to help users understand the functions of RNA editing. Furthermore, each fungal species has a genome browser (JBrowse) that allows users to explore A-to-I editing in a genomic context. FairBase is the first fungal RNA editing database.
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Affiliation(s)
- Jinding Liu
- College of Information Science and Technology, Nanjing Agricultural University, Nanjing, China.,Research Center for Correlation of Domain Knowledge, Nanjing Agricultural University, Nanjing, China.,Bioinformatics center, Nanjing Agricultural University, Nanjing, China
| | - Dongbo Wang
- College of Information Science and Technology, Nanjing Agricultural University, Nanjing, China.,Research Center for Correlation of Domain Knowledge, Nanjing Agricultural University, Nanjing, China
| | - Yinna Su
- Research Center for Correlation of Domain Knowledge, Nanjing Agricultural University, Nanjing, China.,Bioinformatics center, Nanjing Agricultural University, Nanjing, China
| | - Kun Lang
- College of Information Science and Technology, Nanjing Agricultural University, Nanjing, China.,Research Center for Correlation of Domain Knowledge, Nanjing Agricultural University, Nanjing, China
| | - Rongjing Duan
- Research Center for Correlation of Domain Knowledge, Nanjing Agricultural University, Nanjing, China.,Bioinformatics center, Nanjing Agricultural University, Nanjing, China
| | - YuFeng Wu
- Bioinformatics center, Nanjing Agricultural University, Nanjing, China
| | - Fei Ma
- College of Life Science, Nanjing Normal University, Nanjing, China.,Laboratory for Comparative Genomics and Bioinformatics, Nanjing Normal University, Nanjing, China
| | - Shuiqing Huang
- College of Information Science and Technology, Nanjing Agricultural University, Nanjing, China.,Research Center for Correlation of Domain Knowledge, Nanjing Agricultural University, Nanjing, China
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12
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Evolution of substrate-specific gene expression and RNA editing in brown rot wood-decaying fungi. ISME JOURNAL 2019; 13:1391-1403. [PMID: 30718807 DOI: 10.1038/s41396-019-0359-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 01/14/2019] [Accepted: 01/17/2019] [Indexed: 02/07/2023]
Abstract
Fungi that decay wood have characteristic associations with certain tree species, but the mechanistic bases for these associations are poorly understood. We studied substrate-specific gene expression and RNA editing in six species of wood-decaying fungi from the 'Antrodia clade' (Polyporales, Agaricomycetes) on three different wood substrates (pine, spruce, and aspen) in submerged cultures. We identified dozens to hundreds of substrate-biased genes (i.e., genes that are significantly upregulated in one substrate relative to the other two substrates) in each species, and these biased genes are correlated with their host ranges. Evolution of substrate-biased genes is associated with gene family expansion, gain and loss of genes, and variation in cis- and trans- regulatory elements, rather than changes in protein coding sequences. We also demonstrated widespread RNA editing events in the Antrodia clade, which differ from those observed in the Ascomycota in their distribution, substitution types, and the genomic environment. Moreover, we found that substrates could affect editing positions and frequency, including editing events occurring in mRNA transcribed from wood-decay-related genes. This work shows the extent to which gene expression and RNA editing differ among species and substrates, and provides clues into mechanisms by which wood-decaying fungi may adapt to different hosts.
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13
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Bian Z, Ni Y, Xu JR, Liu H. A-to-I mRNA editing in fungi: occurrence, function, and evolution. Cell Mol Life Sci 2019; 76:329-340. [PMID: 30302531 PMCID: PMC11105437 DOI: 10.1007/s00018-018-2936-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 09/27/2018] [Accepted: 10/03/2018] [Indexed: 12/17/2022]
Abstract
A-to-I RNA editing is an important post-transcriptional modification that converts adenosine (A) to inosine (I) in RNA molecules via hydrolytic deamination. Although editing of mRNAs catalyzed by adenosine deaminases acting on RNA (ADARs) is an evolutionarily conserved mechanism in metazoans, organisms outside the animal kingdom lacking ADAR orthologs were thought to lack A-to-I mRNA editing. However, recent discoveries of genome-wide A-to-I mRNA editing during the sexual stage of the wheat scab fungus Fusarium graminearum, model filamentous fungus Neurospora crassa, Sordaria macrospora, and an early diverging filamentous ascomycete Pyronema confluens indicated that A-to-I mRNA editing is likely an evolutionarily conserved feature in filamentous ascomycetes. More importantly, A-to-I mRNA editing has been demonstrated to play crucial roles in different sexual developmental processes and display distinct tissue- or development-specific regulation. Contrary to that in animals, the majority of fungal RNA editing events are non-synonymous editing, which were shown to be generally advantageous and favored by positive selection. Many non-synonymous editing sites are conserved among different fungi and have potential functional and evolutionary importance. Here, we review the recent findings about the occurrence, regulation, function, and evolution of A-to-I mRNA editing in fungi.
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Affiliation(s)
- Zhuyun Bian
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, 47907, USA
| | - Yajia Ni
- State Key Laboratory of Crop Stress Biology for Arid Areas, Purdue-NWAFU Joint Research Center, College of Plant Protection, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Jin-Rong Xu
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, 47907, USA
| | - Huiquan Liu
- State Key Laboratory of Crop Stress Biology for Arid Areas, Purdue-NWAFU Joint Research Center, College of Plant Protection, Northwest A&F University, Yangling, 712100, Shaanxi, China.
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14
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Affiliation(s)
- Ines Teichert
- Lehrstuhl für Allgemeine und Molekulare Botanik, Ruhr-Universitaet Bochum, Germany
- * E-mail:
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15
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Nowrousian M. Genomics and transcriptomics to study fruiting body development: An update. FUNGAL BIOL REV 2018. [DOI: 10.1016/j.fbr.2018.02.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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16
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Wu B, Gaskell J, Held BW, Toapanta C, Vuong T, Ahrendt S, Lipzen A, Zhang J, Schilling JS, Master E, Grigoriev IV, Blanchette RA, Cullen D, Hibbett DS. Substrate-Specific Differential Gene Expression and RNA Editing in the Brown Rot Fungus Fomitopsis pinicola. Appl Environ Microbiol 2018; 84:e00991-18. [PMID: 29884757 PMCID: PMC6070754 DOI: 10.1128/aem.00991-18] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 06/03/2018] [Indexed: 12/20/2022] Open
Abstract
Wood-decaying fungi tend to have characteristic substrate ranges that partly define their ecological niche. Fomitopsis pinicola is a brown rot species of Polyporales that is reported on 82 species of softwoods and 42 species of hardwoods. We analyzed the gene expression levels and RNA editing profiles of F. pinicola from submerged cultures with ground wood powder (sampled at 5 days) or solid wood wafers (sampled at 10 and 30 days), using aspen, pine, and spruce substrates (aspen was used only in submerged cultures). Fomitopsis pinicola expressed similar sets of wood-degrading enzymes typical of brown rot fungi across all culture conditions and time points. Nevertheless, differential gene expression and RNA editing were observed across all pairwise comparisons of substrates and time points. Genes exhibiting differential expression and RNA editing encode diverse enzymes with known or potential function in brown rot decay, including laccase, benzoquinone reductase, aryl alcohol oxidase, cytochrome P450s, and various glycoside hydrolases. There was no overlap between differentially expressed and differentially edited genes, suggesting that these may provide F. pinicola with independent mechanisms for responding to different conditions. Comparing transcriptomes from submerged cultures and wood wafers, we found that culture conditions had a greater impact on global expression profiles than substrate wood species. In contrast, the suites of genes subject to RNA editing were much less affected by culture conditions. These findings highlight the need for standardization of culture conditions in studies of gene expression in wood-decaying fungi.IMPORTANCE All species of wood-decaying fungi occur on a characteristic range of substrates (host plants), which may be broad or narrow. Understanding the mechanisms that enable fungi to grow on particular substrates is important for both fungal ecology and applied uses of different feedstocks in industrial processes. We grew the wood-decaying polypore Fomitopsis pinicola on three different wood species, aspen, pine, and spruce, under various culture conditions. We examined both gene expression (transcription levels) and RNA editing (posttranscriptional modification of RNA, which can potentially yield different proteins from the same gene). We found that F. pinicola is able to modify both gene expression and RNA editing profiles across different substrate species and culture conditions. Many of the genes involved encode enzymes with known or predicted functions in wood decay. This work provides clues to how wood-decaying fungi may adjust their arsenal of decay enzymes to accommodate different host substrates.
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Affiliation(s)
- Baojun Wu
- Biology Department, Clark University, Worcester, Massachusetts, USA
| | - Jill Gaskell
- USDA Forest Products Laboratory, Madison, Wisconsin, USA
| | - Benjamin W Held
- Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota, USA
| | - Cristina Toapanta
- Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota, USA
| | - Thu Vuong
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, ON, Canada
| | - Steven Ahrendt
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, California, USA
| | - Anna Lipzen
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - Jiwei Zhang
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, Minnesota, USA
| | - Jonathan S Schilling
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, Minnesota, USA
| | - Emma Master
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, ON, Canada
| | - Igor V Grigoriev
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, California, USA
| | - Robert A Blanchette
- Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota, USA
| | - Dan Cullen
- USDA Forest Products Laboratory, Madison, Wisconsin, USA
| | - David S Hibbett
- Biology Department, Clark University, Worcester, Massachusetts, USA
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17
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Liu C, Guo DA, Liu L. Quality transitivity and traceability system of herbal medicine products based on quality markers. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2018; 44:247-257. [PMID: 29631807 DOI: 10.1016/j.phymed.2018.03.006] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Revised: 01/05/2018] [Accepted: 03/04/2018] [Indexed: 05/27/2023]
Abstract
BACKGROUND Due to a variety of factors to affect the herb quality, the existing quality management model is unable to evaluate the process control. The development of the concept of "quality marker" (Q-marker) lays basis for establishing an independent process quality control system for herbal products. HYPOTHESIS/PURPOSE To ensure the highest degree of safety, effectiveness and quality process control of herbal products, it is aimed to establish a quality transitivity and traceability system of quality and process control from raw materials to finished herbal products. STUDY DESIGN Based on the key issues and challenges of quality assessment, the current status of quality and process controls from raw materials to herbal medicinal products listed in Pharmacopoeia were analyzed and the research models including discovery and identification of Q-markers, analysis and quality management of risk evaluation were designed. METHODS Authors introduced a few new technologies and methodologies, such as DNA barcoding, chromatographic technologies, fingerprint analysis, chemical markers, bio-responses, risk management and solution for quality process control. RESULTS The quality and process control models for herbal medicinal products were proposed and the transitivity and traceability system from raw materials to the finished products was constructed to improve the herbal quality from the entire supply and production chain. CONCLUSION The transitivity and traceability system has been established based on quality markers, especially on how to control the production process under Good Engineering Practices, as well as to implement the risk management for quality and process control in herbal medicine production.
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Affiliation(s)
- Changxiao Liu
- Tianjin Research Centre for Drug Evaluation, Tianjin Institute of Pharmaceutical Research, Tianjin 300193, China.
| | - De-An Guo
- National Engineering Laboratory for Standardization of Traditional Chinese Medicine, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Liang Liu
- State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau, China
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18
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Teichert I, Dahlmann TA, Kück U, Nowrousian M. RNA Editing During Sexual Development Occurs in Distantly Related Filamentous Ascomycetes. Genome Biol Evol 2017; 9:855-868. [PMID: 28338982 PMCID: PMC5381528 DOI: 10.1093/gbe/evx052] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/08/2017] [Indexed: 12/16/2022] Open
Abstract
RNA editing is a post-transcriptional process that modifies RNA molecules leading to transcript sequences that differ from their template DNA. A-to-I editing was found to be widely distributed in nuclear transcripts of metazoa, but was detected in fungi only recently in a study of the filamentous ascomycete Fusarium graminearum that revealed extensive A-to-I editing of mRNAs in sexual structures (fruiting bodies). Here, we searched for putative RNA editing events in RNA-seq data from Sordaria macrospora and Pyronema confluens, two distantly related filamentous ascomycetes, and in data from the Taphrinomycete Schizosaccharomyces pombe. Like F. graminearum, S. macrospora is a member of the Sordariomycetes, whereas P. confluens belongs to the early-diverging group of Pezizomycetes. We found extensive A-to-I editing in RNA-seq data from sexual mycelium from both filamentous ascomycetes, but not in vegetative structures. A-to-I editing was not detected in different stages of meiosis of S. pombe. A comparison of A-to-I editing in S. macrospora with F. graminearum and P. confluens, respectively, revealed little conservation of individual editing sites. An analysis of RNA-seq data from two sterile developmental mutants of S. macrospora showed that A-to-I editing is strongly reduced in these strains. Sequencing of cDNA fragments containing more than one editing site from P. confluens showed that at the beginning of sexual development, transcripts were incompletely edited or unedited, whereas in later stages transcripts were more extensively edited. Taken together, these data suggest that A-to-I RNA editing is an evolutionary conserved feature during fruiting body development in filamentous ascomycetes.
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Affiliation(s)
- Ines Teichert
- Lehrstuhl für Allgemeine und Molekulare Botanik, Ruhr-Universität Bochum, Germany
| | - Tim A Dahlmann
- Lehrstuhl für Allgemeine und Molekulare Botanik, Ruhr-Universität Bochum, Germany
| | - Ulrich Kück
- Lehrstuhl für Allgemeine und Molekulare Botanik, Ruhr-Universität Bochum, Germany
| | - Minou Nowrousian
- Lehrstuhl für Allgemeine und Molekulare Botanik, Ruhr-Universität Bochum, Germany
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19
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Xu Z, Xu J, Ji A, Zhu Y, Zhang X, Hu Y, Song J, Chen S. Genome-wide selection of superior reference genes for expression studies in Ganoderma lucidum. Gene 2015; 574:352-8. [PMID: 26277249 DOI: 10.1016/j.gene.2015.08.025] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Revised: 07/29/2015] [Accepted: 08/11/2015] [Indexed: 11/30/2022]
Abstract
Quantitative real-time polymerase chain reaction (qRT-PCR) is widely used for the accurate analysis of gene expression. However, high homology among gene families might result in unsuitability of reference genes, which leads to the inaccuracy of qRT-PCR analysis. The release of the Ganoderma lucidum genome has triggered numerous studies to be done on the homology among gene families with the purpose of selecting reliable reference genes. Based on the G. lucdum genome and transcriptome database, 38 candidate reference genes including 28 novel genes were systematically selected and evaluated for qRT-PCR normalization. The result indicated that commonly used polyubiquitin (PUB), beta-actin (BAT), and glyceraldehyde 3-phosphate dehydrogenase (GAPDH) were unsuitable reference genes because of the high sequence similarity and low primer specificity. According to the evaluation of RefFinder, cyclophilin 5 (CYP5) was ranked as the most stable reference gene for 27 tested samples under all experimental conditions and eighteen mycelial samples. Based on sequence analysis and expression analysis, our study suggested that gene characteristic, primer specificity of high homologous genes, allele-specificity expression of candidate genes and under-evaluation of reference genes influenced the accuracy and sensitivity of qRT-PCR analysis. This investigation not only revealed potential factors influencing the unsuitability of reference genes but also selected the superior reference genes from more candidate genes and testing samples than those used in the previous study. Furthermore, our study established a model for reference gene analysis by using the genomic sequence.
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Affiliation(s)
- Zhichao Xu
- The National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China.
| | - Jiang Xu
- Institute of Chinese Materia Medica, Chinese Academy of Chinese Medical Science, Beijing 100700, China.
| | - Aijia Ji
- The National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China.
| | - Yingjie Zhu
- Institute of Chinese Materia Medica, Chinese Academy of Chinese Medical Science, Beijing 100700, China.
| | - Xin Zhang
- The National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China.
| | - Yuanlei Hu
- School of Life Sciences, Peking University, Beijing 100871, China.
| | - Jingyuan Song
- The National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China; Chongqing Institute of Medicinal Plant Cultivation, Chongqing 408435, China.
| | - Shilin Chen
- The National Engineering Laboratory for Breeding of Endangered Medicinal Materials, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China; Institute of Chinese Materia Medica, Chinese Academy of Chinese Medical Science, Beijing 100700, China.
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20
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Carey RJ, Damianopoulos EN. Serotonin and conditioning: focus on Pavlovian psychostimulant drug conditioning. Behav Brain Res 2015; 282:227-36. [PMID: 25446748 DOI: 10.1016/j.bbr.2014.10.038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 10/15/2014] [Accepted: 10/20/2014] [Indexed: 11/27/2022]
Abstract
Serotonin containing neurons are located in nuclei deep in the brainstem and send axons throughout the central nervous system from the spinal cord to the cerebral cortex. The vast scope of these connections and interactions enable serotonin and serotonin analogs to have profound effects upon sensory/motor processes. In that conditioning represents a neuroplastic process that leads to new sensory/motor connections, it is apparent that the serotonin system has the potential for a critical role in conditioning. In this article we review the basics of conditioning as well as the serotonergic system and point up the number of non-associative ways in which manipulations of serotonin neurotransmission have an impact upon conditioning. We focus upon psychostimulant drug conditioning and review the contribution of drug stimuli in the use of serotonin drugs to investigate drug conditioning and the important impact drug stimuli can have on conditioning by introducing new sensory stimuli that can create or mask a CS. We also review the ways in which experimental manipulations of serotonin can disrupt conditioned behavioral effects but not the associative processes in conditioning. In addition, we propose the use of the recently developed memory re-consolidation model of conditioning as an approach to assess the possible role of serotonin in associative processes without the complexities of performance effects related to serotonin treatment induced alterations in sensory/motor systems.
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Affiliation(s)
- Robert J Carey
- Research Service and Development (151), VA Medical Center, 800 Irving Avenue, Syracuse, NY 13210, USA; Department of Psychiatry and Graduate School, SUNY Upstate Medical University at Syracuse, Syracuse, NY, USA.
| | - Ernest N Damianopoulos
- Research Service and Development (151), VA Medical Center, Room 326, 800 Irving Avenue, Syracuse, NY 13210, USA
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21
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Niavarani A, Currie E, Reyal Y, Anjos-Afonso F, Horswell S, Griessinger E, Luis Sardina J, Bonnet D. APOBEC3A is implicated in a novel class of G-to-A mRNA editing in WT1 transcripts. PLoS One 2015; 10:e0120089. [PMID: 25807502 PMCID: PMC4373805 DOI: 10.1371/journal.pone.0120089] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Accepted: 01/22/2015] [Indexed: 12/18/2022] Open
Abstract
Classic deamination mRNA changes, including cytidine to uridine (C-to-U) and adenosine to inosine (A-to-I), are important exceptions to the central dogma and lead to significant alterations in gene transcripts and products. Although there are a few reports of non-classic mRNA alterations, as yet there is no molecular explanation for these alternative changes. Wilms Tumor 1 (WT1) mutations and variants are implicated in several diseases, including Wilms tumor and acute myeloid leukemia (AML). We observed two alternative G-to-A changes, namely c.1303G>A and c.1586G>A in cDNA clones and found them to be recurrent in a series of 21 umbilical cord blood mononuclear cell (CBMC) samples studied. Two less conserved U-to-C changes were also observed. These alternative changes were found to be significantly higher in non-progenitor as compared to progenitor CBMCs, while they were found to be absent in a series of AML samples studied, indicating they are targeted, cell type-specific mRNA editing modifications. Since APOBEC/ADAR family members are implicated in RNA/DNA editing, we screened them by RNA-interference (RNAi) for WT1-mRNA changes and observed near complete reversal of WT1 c.1303G>A alteration upon APOBEC3A (A3A) knockdown. The role of A3A in mediating this change was confirmed by A3A overexpression in Fujioka cells, which led to a significant increase in WT1 c.1303G>A mRNA editing. Non-progenitor CBMCs showed correspondingly higher levels of A3A-mRNA and protein as compared to the progenitor ones. To our knowledge, this is the first report of mRNA modifying activity for an APOBEC3 protein and implicates A3A in a novel G-to-A form of editing. These findings open the way to further investigations into the mechanisms of other potential mRNA changes, which will help to redefine the RNA editing paradigm in both health and disease.
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MESH Headings
- Adenosine/metabolism
- Base Sequence
- Cytidine Deaminase/antagonists & inhibitors
- Cytidine Deaminase/genetics
- Cytidine Deaminase/metabolism
- Guanine/metabolism
- Humans
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/pathology
- Leukocytes, Mononuclear/cytology
- Leukocytes, Mononuclear/metabolism
- Molecular Sequence Data
- Mutation
- Proteins/antagonists & inhibitors
- Proteins/genetics
- Proteins/metabolism
- RNA Editing
- RNA Interference
- RNA, Messenger/chemistry
- RNA, Messenger/metabolism
- RNA, Small Interfering/metabolism
- Sequence Analysis, DNA
- Umbilical Cord/cytology
- WT1 Proteins/genetics
- WT1 Proteins/metabolism
- Wilms Tumor/genetics
- Wilms Tumor/pathology
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Affiliation(s)
- Ahmadreza Niavarani
- Haematopoietic Stem Cell Laboratory, Cancer Research UK, London Research Institute, London, United Kingdom
- Digestive Disease Research Institute (DDRI), Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Erin Currie
- Haematopoietic Stem Cell Laboratory, Cancer Research UK, London Research Institute, London, United Kingdom
| | - Yasmin Reyal
- Department of Haematology, University College London Hospitals NHS Trust, London, United Kingdom
| | - Fernando Anjos-Afonso
- Haematopoietic Stem Cell Laboratory, Cancer Research UK, London Research Institute, London, United Kingdom
| | - Stuart Horswell
- Department of Bioinformatics, Cancer Research UK, London Research Institute, London, United Kingdom
| | - Emmanuel Griessinger
- INSERM U1065, Mediterranean Centre for Molecular Medicine (C3M), Université Nice Sophia Antipolis, Nice, France
| | - Jose Luis Sardina
- Instituto de Biología Funcional y Genómica, CSIC/Universidad de Salamanca, Salamanca, Spain
| | - Dominique Bonnet
- Haematopoietic Stem Cell Laboratory, Cancer Research UK, London Research Institute, London, United Kingdom
- * E-mail:
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22
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Cell Factories of Higher Fungi for Useful Metabolite Production. BIOREACTOR ENGINEERING RESEARCH AND INDUSTRIAL APPLICATIONS I 2015; 155:199-235. [DOI: 10.1007/10_2015_335] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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