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Pardo-Medina J, Dahlmann TA, Nowrousian M, Limón MC, Avalos J. The RNAi Machinery in the Fungus Fusarium fujikuroi Is Not Very Active in Synthetic Medium and Is Related to Transposable Elements. Noncoding RNA 2024; 10:31. [PMID: 38804363 PMCID: PMC11130915 DOI: 10.3390/ncrna10030031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 05/02/2024] [Accepted: 05/10/2024] [Indexed: 05/29/2024] Open
Abstract
Small RNAS (sRNAs) participate in regulatory RNA interference (RNAi) mechanisms in a wide range of eukaryotic organisms, including fungi. The fungus Fusarium fujikuroi, a model for the study of secondary metabolism, contains a complete set of genes for RNAi pathways. We have analyzed by high-throughput sequencing the content of sRNAs in total RNA samples of F. fujikuroi grown in synthetic medium in the dark or after 1 h of illumination, using libraries below 150 nt, covering sRNAs and their precursors. For comparison, a parallel analysis with Fusarium oxysporum was carried out. The sRNA reads showed a higher proportion of 5' uracil in the RNA samples of the expected sizes in both species, indicating the occurrence of genuine sRNAs, and putative miRNA-like sRNAs (milRNAS) were identified with prediction software. F. fujikuroi carries at least one transcriptionally expressed Ty1/copia-like retrotransposable element, in which sRNAs were found in both sense and antisense DNA strands, while in F. oxysporum skippy-like elements also show sRNA formation. The finding of sRNA in these mobile elements indicates an active sRNA-based RNAi pathway. Targeted deletion of dcl2, the only F. fujikuroi Dicer gene with significant expression under the conditions tested, did not produce appreciable phenotypic or transcriptomic alterations.
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Affiliation(s)
- Javier Pardo-Medina
- Departamento de Genética, Facultad de Biología, Universidad de Sevilla, 41012 Seville, Spain;
| | - Tim A. Dahlmann
- Department of Molecular and Cellular Botany, Ruhr-University Bochum, ND 7/176 Universitätsstr. 150, 44780 Bochum, Germany; (T.A.D.); (M.N.)
| | - Minou Nowrousian
- Department of Molecular and Cellular Botany, Ruhr-University Bochum, ND 7/176 Universitätsstr. 150, 44780 Bochum, Germany; (T.A.D.); (M.N.)
| | - M. Carmen Limón
- Departamento de Genética, Facultad de Biología, Universidad de Sevilla, 41012 Seville, Spain;
| | - Javier Avalos
- Departamento de Genética, Facultad de Biología, Universidad de Sevilla, 41012 Seville, Spain;
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2
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Hirpara DG, Gajera HP. Intracellular metabolomics and microRNAomics unveil new insight into the regulatory network for potential biocontrol mechanism of stress-tolerant Tricho-fusants interacting with phytopathogen Sclerotium rolfsii Sacc. J Cell Physiol 2023; 238:1288-1307. [PMID: 37021806 DOI: 10.1002/jcp.31009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 03/02/2023] [Accepted: 03/13/2023] [Indexed: 04/07/2023]
Abstract
The present study employed microRNA (miRNA) sequencing and metabolome profiling of Trichoderma parental strains and fusants during normal growth and interaction with the phytopathogen Sclerotium rolfsii Sacc. In-vitro antagonism indicated that abiotic stress-tolerant Tricho-fusant FU21 was examined as a potent biocontroller with mycoparasitic action after 10 days. During interaction with the test pathogen, the most abundant uprising intracellular metabolite was recognized as l-proline, which corresponds to held-down l-alanine, associated with arginine and proline metabolism, biosynthesis of secondary metabolites, and nitrogen metabolism linked to predicted genes controlled by miRNAs viz., cel-miR-8210-3p, hsa-miR-3613-5p, and mml-miR-7174-3p. The miRNAs- mml-miR-320c and mmu-miR-6980-5p were found to be associated with phenylpropanoid biosynthesis, transcription factors, and signal transduction pathways, respectively, and were ascertained downregulated in potent FU21_IB compared with FU21_CB. The amino benzoate degradation and T cell receptor signaling pathways were regulated by miRNAs cel-miR-8210 and tca-miR-3824 as stress tolerance mechanisms of FU21. The intracellular metabolites l-proline, maleic acid, d-fructose, Myo-inositol, arabinitol, d-xylose, mannitol, and butane were significantly elevated as potential biocontrol and stress-tolerant constituents associated with miRNA regulatory pathways in potent FU21_IB. A network analysis between regulatory miRNA-predicted genes and intracellular metabolomics acknowledged possible biocontrol pathways/mechanisms in potent FU21_IB to restrain phytopathogen.
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Affiliation(s)
- Darshna G Hirpara
- Department of Biotechnology, College of Agriculture, Junagadh Agricultural University, Junagadh, Gujarat, India
| | - Harsukh P Gajera
- Department of Biotechnology, College of Agriculture, Junagadh Agricultural University, Junagadh, Gujarat, India
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3
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Rutter BD, Innes RW. Extracellular vesicles in phytopathogenic fungi. EXTRACELLULAR VESICLES AND CIRCULATING NUCLEIC ACIDS 2023; 4:90-106. [PMID: 39698296 PMCID: PMC11648432 DOI: 10.20517/evcna.2023.04] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 03/02/2023] [Accepted: 03/14/2023] [Indexed: 12/20/2024]
Abstract
Extracellular vesicles (EVs) are nano-sized lipid compartments that mediate the intercellular transport of lipids, proteins, nucleic acids and metabolites. During infectious diseases, EVs released by host cells promote immune responses, while those released by pathogens attempt to subvert host immunity. There is a growing body of research investigating the role of fungal EVs in plant pathosystems. It is becoming clear that EVs released by fungal phytopathogens play a role during infection through the transport of protein effectors, toxic metabolites and RNA. Here, we discuss recent findings on EVs in fungal phytopathogens, including the methods employed in their isolation, their characterization, contents and functionality, as well as the key questions remaining to be addressed.
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Affiliation(s)
- Brian D. Rutter
- Department of Biology, Indiana University, Bloomington, Indiana, IN 47405, USA
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4
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Qi Y, Huang C, Zhao M, Wu X, Li G, Zhang Y, Zhang L. milR20 negatively regulates the development of fruit bodies in Pleurotus cornucopiae. Front Microbiol 2023; 14:1177820. [PMID: 37213518 PMCID: PMC10192896 DOI: 10.3389/fmicb.2023.1177820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 04/10/2023] [Indexed: 05/23/2023] Open
Abstract
The mechanism underlying the development of fruit bodies in edible mushroom is a widely studied topic. In this study, the role of milRNAs in the development of fruit bodies of Pleurotus cornucopiae was studied by comparative analyses of the mRNAs and milRNAs at different stages of development. The genes that play a crucial role in the expression and function of milRNAs were identified and subsequently expressed and silenced at different stages of development. The total number of differentially expressed genes (DEGs) and differentially expressed milRNAs (DEMs) at different stages of development was determined to be 7,934 and 20, respectively. Comparison of the DEGs and DEMs across the different development stages revealed that DEMs and its target DEGs involved in the mitogen-activated protein kinase (MAPK) signaling pathway, protein processing in endoplasmic reticulum, endocytosis, aminoacyl-tRNA biosynthesis, RNA transport, and other metabolism pathways, which may play important roles in the development of the fruit bodies of P. cornucopiae. The function of milR20, which targeted pheromone A receptor g8971 and was involved in the MAPK signaling pathway, was further verified by overexpression and silencing in P. cornucopiae. The results demonstrated that the overexpression of milR20 reduced the growth rate of mycelia and prolonged the development of the fruit bodies, while milR20 silencing had an opposite effect. These findings indicated that milR20 plays a negative role in the development of P. cornucopiae. This study provides novel insights into the molecular mechanism underlying the development of fruit bodies in P. cornucopiae.
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Affiliation(s)
- Yuhui Qi
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China
- Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
- State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China, Beijing, China
| | - Chenyang Huang
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China
- Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
- State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China, Beijing, China
| | - Mengran Zhao
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China
- Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
- State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China, Beijing, China
| | - Xiangli Wu
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China
- Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
- State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China, Beijing, China
| | - Guangyu Li
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China
- Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
- State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China, Beijing, China
| | - Yingjie Zhang
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China
- Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
- State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China, Beijing, China
- College of Life Sciences, Shanxi Normal University, Taiyuan, China
| | - Lijiao Zhang
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China
- Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
- State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China, Beijing, China
- *Correspondence: Lijiao Zhang,
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5
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Johnson NR, Larrondo LF, Álvarez JM, Vidal EA. Comprehensive re-analysis of hairpin small RNAs in fungi reveals loci with conserved links. eLife 2022; 11:e83691. [PMID: 36484778 PMCID: PMC9757828 DOI: 10.7554/elife.83691] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022] Open
Abstract
RNA interference is an ancient mechanism with many regulatory roles in eukaryotic genomes, with small RNAs acting as their functional element. While there is a wide array of classes of small-RNA-producing loci, those resulting from stem-loop structures (hairpins) have received profuse attention. Such is the case of microRNAs (miRNAs), which have distinct roles in plants and animals. Fungi also produce small RNAs, and several publications have identified miRNAs and miRNA-like (mi/milRNA) hairpin RNAs in diverse fungal species using deep sequencing technologies. Despite this relevant source of information, relatively little is known about mi/milRNA features in fungi, mostly due to a lack of established criteria for their annotation. To systematically assess mi/milRNA characteristics and annotation confidence, we searched for publications describing mi/milRNA loci and re-assessed the annotations for 41 fungal species. We extracted and normalized the annotation data for 1727 reported mi/milRNA loci and determined their abundance profiles, concluding that less than half of the reported loci passed basic standards used for hairpin RNA discovery. We found that fungal mi/milRNA are generally more similar in size to animal miRNAs and were frequently associated with protein-coding genes. The compiled genomic analyses identified 25 mi/milRNA loci conserved in multiple species. Our pipeline allowed us to build a general hierarchy of locus quality, identifying more than 150 loci with high-quality annotations. We provide a centralized annotation of identified mi/milRNA hairpin RNAs in fungi which will serve as a resource for future research and advance in understanding the characteristics and functions of mi/milRNAs in fungal organisms.
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Affiliation(s)
- Nathan R Johnson
- Millennium Science Initiative - Millennium Institute for Integrative Biology (iBio)SantiagoChile
- Centro de Genómica y Bioinformática, Facultad de Ciencias, Ingeniería y Tecnología, Universidad MayorSantiagoChile
| | - Luis F Larrondo
- Millennium Science Initiative - Millennium Institute for Integrative Biology (iBio)SantiagoChile
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de ChileSantiagoChile
| | - José M Álvarez
- Millennium Science Initiative - Millennium Institute for Integrative Biology (iBio)SantiagoChile
- Centro de Genómica y Bioinformática, Facultad de Ciencias, Ingeniería y Tecnología, Universidad MayorSantiagoChile
- Centro de Biotecnología Vegetal, Facultad de Ciencias, Universidad Andrés BelloSantiagoChile
| | - Elena A Vidal
- Millennium Science Initiative - Millennium Institute for Integrative Biology (iBio)SantiagoChile
- Centro de Genómica y Bioinformática, Facultad de Ciencias, Ingeniería y Tecnología, Universidad MayorSantiagoChile
- Escuela de Biotecnología, Facultad de Ciencias, Ingeniería y Tecnología, Universidad MayorSantiagoChile
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6
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Villalobos-Escobedo JM, Martínez-Hernández JP, Pelagio-Flores R, González-De la Rosa PM, Carreras-Villaseñor N, Abreu-Goodger C, Herrera-Estrella AH. Trichoderma atroviride hyphal regeneration and conidiation depend on cell-signaling processes regulated by a microRNA-like RNA. Microb Genom 2022; 8. [PMID: 36239595 DOI: 10.1099/mgen.0.000869] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The ability to respond to injury is essential for the survival of an organism and involves analogous mechanisms in animals and plants. Such mechanisms integrate coordinated genetic and metabolic reprogramming events requiring regulation by small RNAs for adequate healing of the wounded area. We have previously reported that the response to injury of the filamentous fungus Trichoderma atroviride involves molecular mechanisms closely resembling those of plants and animals that lead to the formation of new hyphae (regeneration) and the development of asexual reproduction structures (conidiophores). However, the involvement of microRNAs in this process has not been investigated in fungi. In this work, we explore the participation of microRNA-like RNAs (milRNAs) molecules by sequencing messenger and small RNAs during the injury response of the WT strain and RNAi mutants. We found that Dcr2 appears to play an important role in hyphal regeneration and is required to produce the majority of sRNAs in T. atroviride. We also determined that the three main milRNAs produced via Dcr2 are induced during the damage-triggered developmental process. Importantly, elimination of a single milRNA phenocopied the main defects observed in the dcr2 mutant. Our results demonstrate the essential role of milRNAs in hyphal regeneration and asexual development by post-transcriptionally regulating cellular signalling processes involving phosphorylation events. These observations allow us to conclude that fungi, like plants and animals, in response to damage activate fine-tuning regulatory mechanisms.
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Affiliation(s)
- José M Villalobos-Escobedo
- Laboratorio Nacional de Genómica para la Biodiversidad-Unidad de Genómica Avanzada, Cinvestav. Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Gto, Mexico
| | - J Pedro Martínez-Hernández
- Laboratorio Nacional de Genómica para la Biodiversidad-Unidad de Genómica Avanzada, Cinvestav. Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Gto, Mexico
| | - Ramón Pelagio-Flores
- Laboratorio Nacional de Genómica para la Biodiversidad-Unidad de Genómica Avanzada, Cinvestav. Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Gto, Mexico.,Present address: Facultad de Químico Farmacobiología, Universidad Michoacana de San Nicolás de Hidalgo, C.P. 58030 Morelia, Michoacán, Mexico
| | - Pablo M González-De la Rosa
- Laboratorio Nacional de Genómica para la Biodiversidad-Unidad de Genómica Avanzada, Cinvestav. Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Gto, Mexico.,Present address: Tree of Life, Wellcome Sanger Institute, Cambridge CB10 1SA, UK
| | - Nohemí Carreras-Villaseñor
- Laboratorio Nacional de Genómica para la Biodiversidad-Unidad de Genómica Avanzada, Cinvestav. Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Gto, Mexico.,Present address: Red de Estudios Moleculares Avanzados, Instituto de Ecología A.C. C.P. 91070 Xalapa, Veracruz, Mexico
| | - Cei Abreu-Goodger
- Laboratorio Nacional de Genómica para la Biodiversidad-Unidad de Genómica Avanzada, Cinvestav. Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Gto, Mexico.,Present address: Institute of Ecology and Evolution, University of Edinburgh, Edinburgh, UK
| | - Alfredo H Herrera-Estrella
- Laboratorio Nacional de Genómica para la Biodiversidad-Unidad de Genómica Avanzada, Cinvestav. Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Gto, Mexico
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7
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Marin FR, Dávalos A, Kiltschewskij D, Crespo MC, Cairns M, Andrés-León E, Soler-Rivas C. RNA-Seq, Bioinformatic Identification of Potential MicroRNA-like Small RNAs in the Edible Mushroom Agaricus bisporus and Experimental Approach for Their Validation. Int J Mol Sci 2022; 23:4923. [PMID: 35563314 PMCID: PMC9100230 DOI: 10.3390/ijms23094923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 04/22/2022] [Accepted: 04/27/2022] [Indexed: 11/22/2022] Open
Abstract
Although genomes from many edible mushrooms are sequenced, studies on fungal micro RNAs (miRNAs) are scarce. Most of the bioinformatic tools are designed for plants or animals, but the processing and expression of fungal miRNAs share similarities and differences with both kingdoms. Moreover, since mushroom species such as Agaricus bisporus (A. bisporus, white button mushroom) are frequently consumed as food, controversial discussions are still evaluating whether their miRNAs might or might not be assimilated, perhaps within extracellular vesicles (i.e., exosomes). Therefore, the A. bisporus RNA-seq was studied in order to identify potential de novo miRNA-like small RNAs (milRNAs) that might allow their later detection in diet. Results pointed to 1 already known and 37 de novo milRNAs. Three milRNAs were selected for RT-qPCR experiments. Precursors and mature milRNAs were found in the edible parts (caps and stipes), validating the predictions carried out in silico. When their potential gene targets were investigated, results pointed that most were involved in primary and secondary metabolic regulation. However, when the human transcriptome is used as the target, the results suggest that they might interfere with important biological processes related with cancer, infection and neurodegenerative diseases.
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Affiliation(s)
- Francisco R. Marin
- Department of Production and Characterization of Novel Foods, Institute of Food Science Research—CIAL (UAM + CSIC), Universidad Autónoma de Madrid, 28049 Madrid, Spain;
| | - Alberto Dávalos
- Laboratory of Epigenetics of Lipid Metabolism, Madrid Institute for Advanced Studies (IMDEA)—Food, CEI UAM + CSIC, Pabellón Central del Antiguo Hospital de Cantoblanco, 28049 Madrid, Spain; (A.D.); (M.C.C.)
| | - Dylan Kiltschewskij
- School of Biomedical Sciences and Pharmacy, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW 2308, Australia; (D.K.); (M.C.)
| | - Maria C. Crespo
- Laboratory of Epigenetics of Lipid Metabolism, Madrid Institute for Advanced Studies (IMDEA)—Food, CEI UAM + CSIC, Pabellón Central del Antiguo Hospital de Cantoblanco, 28049 Madrid, Spain; (A.D.); (M.C.C.)
| | - Murray Cairns
- School of Biomedical Sciences and Pharmacy, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW 2308, Australia; (D.K.); (M.C.)
| | - Eduardo Andrés-León
- Bioinformatics Unit, Institute of Parasitology and Biomedicine “López Neyra”, Spanish National Research Council (CSIC), 18016 Granada, Spain;
| | - Cristina Soler-Rivas
- Department of Production and Characterization of Novel Foods, Institute of Food Science Research—CIAL (UAM + CSIC), Universidad Autónoma de Madrid, 28049 Madrid, Spain;
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8
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Zhao JH, Guo HS. RNA silencing: From discovery and elucidation to application and perspectives. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2022; 64:476-498. [PMID: 34964265 DOI: 10.1111/jipb.13213] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 12/26/2021] [Indexed: 06/14/2023]
Abstract
RNA silencing (or RNA interference, RNAi) is a conserved mechanism for regulating gene expression in eukaryotes. The discovery of natural trans-kingdom RNAi indicated that small RNAs act as signaling molecules and enable communication between organisms in different kingdoms. The phenomenon and potential mechanisms of trans-kingdom RNAi are among the most exciting research topics. To better understand trans-kingdom RNAi, we review the history of the discovery and elucidation of RNAi mechanisms. Based on canonical RNAi mechanisms, we summarize the major points of divergence around RNAi pathways in the main eukaryotes' kingdoms, including plants, animals, and fungi. We review the representative incidents associated with the mechanisms and applications of trans-kingdom RNAi in crop protection, and discuss the critical factors that should be considered to develop successful trans-kingdom RNAi-based crop protection strategies.
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Affiliation(s)
- Jian-Hua Zhao
- State Key Laboratory of Plant Genomics, Institute of Microbiology, the Chinese Academy of Sciences, Beijing, 100101, China
- CAS Center for Excellence in Biotic Interactions, University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Hui-Shan Guo
- State Key Laboratory of Plant Genomics, Institute of Microbiology, the Chinese Academy of Sciences, Beijing, 100101, China
- CAS Center for Excellence in Biotic Interactions, University of the Chinese Academy of Sciences, Beijing, 100049, China
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9
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Wang W, Zhang F, Cui J, Chen D, Liu Z, Hou J, Zhang R, Liu T. Identification of microRNA-like RNAs from Trichoderma asperellum DQ-1 during its interaction with tomato roots using bioinformatic analysis and high-throughput sequencing. PLoS One 2021; 16:e0254808. [PMID: 34293017 PMCID: PMC8297844 DOI: 10.1371/journal.pone.0254808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 07/04/2021] [Indexed: 11/19/2022] Open
Abstract
MicroRNA-like small RNAs (milRNAs) and their regulatory roles in the interaction between plant and fungus have recently aroused keen interest of plant pathologists. Trichoderma spp., one of the widespread biocontrol fungi, can promote plant growth and induce plant disease resistance. To investigate milRNAs potentially involved in the interaction between Trichoderma and tomato roots, a small RNA (sRNA) library expressed during the interaction of T. asperellum DQ-1 and tomato roots was constructed and sequenced using the Illumina HiSeqTM 2500 sequencing platform. From 13,464,142 sRNA reads, we identified 21 milRNA candidates that were similar to other known microRNAs in the miRBase database and 22 novel milRNA candidates that possessed a stable microRNA precursor hairpin structure. Among them, three milRNA candidates showed different expression level in the interaction according to the result of stem-loop RT-PCR indicating that these milRNAs may play a distinct regulatory role in the interaction between Trichoderma and tomato roots. The potential transboundary milRNAs from T. asperellum and their target genes in tomato were predicted by bioinformatics analysis. The results revealed that several interesting proteins involved in plant growth and development, disease resistance, seed maturation, and osmotic stress signal transduction might be regulated by the transboundary milRNAs. To our knowledge, this is the first report of milRNAs taking part in the process of interaction of T. asperellum and tomato roots and associated with plant promotion and disease resistance. The results might be useful to unravel the mechanism of interaction between Trichoderma and tomato.
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Affiliation(s)
- Weiwei Wang
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests (Hainan University), Ministry of Education, Haikou, Hainan, PR China
- Key Laboratory of Germplasm Resources of Tropical Special Ornamental Plants of Hainan Province, College of Forestry, Haikou, Hainan, PR China
| | - Fengtao Zhang
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests (Hainan University), Ministry of Education, Haikou, Hainan, PR China
| | - Jia Cui
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests (Hainan University), Ministry of Education, Haikou, Hainan, PR China
| | - Di Chen
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests (Hainan University), Ministry of Education, Haikou, Hainan, PR China
| | - Zhen Liu
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests (Hainan University), Ministry of Education, Haikou, Hainan, PR China
| | - Jumei Hou
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests (Hainan University), Ministry of Education, Haikou, Hainan, PR China
| | - Rongyi Zhang
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests (Hainan University), Ministry of Education, Haikou, Hainan, PR China
| | - Tong Liu
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests (Hainan University), Ministry of Education, Haikou, Hainan, PR China
- * E-mail:
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10
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Xu D, Zhou Q, Yan B, Ma A. Identification and physiological function of one microRNA ( Po-MilR-1) in oyster mushroom Pleurotus ostreatus. MYCOSCIENCE 2021; 62:182-188. [PMID: 37091326 PMCID: PMC9157778 DOI: 10.47371/mycosci.2021.01.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 01/28/2021] [Accepted: 01/31/2021] [Indexed: 01/08/2023]
Abstract
MicroRNAs are essential regulators of gene expression and have been extensively studied in plants and animals; however, few reports have been published in mushrooms. Po-MilR-1 is a novel microRNA with a length of 22 bp in Pleurotus ostreatus. The secondary structures of five precursors and the target genes of Po-MilR-1 were predicted. Expression profile analysis showed Po-MilR-1 had specific expression in the primordium and fruiting body. To explore its physiological function, Po-MilR-1 was overexpressed in P. ostreatus. The transformants showed slow mycelium growth rate and abnormal pileus with irregular edge, which suggested Po-MilR-1 plays an important role in P. ostreatus development. Additionally, Po-MilR-1 and one of its target hydrophobin genes POH1 had opposite temporal expression profiles in the primordium and fruiting body, which revealed that Po-MilR-1 may perform its physiological function through the negative regulation of POH1. This study explored the development-related function of a mushroom microRNA and will provide a reference for other microRNAs.
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Affiliation(s)
- Danyun Xu
- College of Food Science and Technology, Huazhong Agricultural University
| | - Qixia Zhou
- College of Food Science and Technology, Huazhong Agricultural University
| | - Biyun Yan
- College of Food Science and Technology, Huazhong Agricultural University
| | - Aimin Ma
- College of Food Science and Technology, Huazhong Agricultural University
- Key Laboratory of Agro-Microbial Resources and Utilization, Ministry of Agriculture, Huazhong Agricultural University
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11
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Lax C, Tahiri G, Patiño-Medina JA, Cánovas-Márquez JT, Pérez-Ruiz JA, Osorio-Concepción M, Navarro E, Calo S. The Evolutionary Significance of RNAi in the Fungal Kingdom. Int J Mol Sci 2020; 21:E9348. [PMID: 33302447 PMCID: PMC7763443 DOI: 10.3390/ijms21249348] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 11/23/2020] [Accepted: 11/24/2020] [Indexed: 12/18/2022] Open
Abstract
RNA interference (RNAi) was discovered at the end of last millennium, changing the way scientists understood regulation of gene expression. Within the following two decades, a variety of different RNAi mechanisms were found in eukaryotes, reflecting the evolutive diversity that RNAi entails. The essential silencing mechanism consists of an RNase III enzyme called Dicer that cleaves double-stranded RNA (dsRNA) generating small interfering RNAs (siRNAs), a hallmark of RNAi. These siRNAs are loaded into the RNA-induced silencing complex (RISC) triggering the cleavage of complementary messenger RNAs by the Argonaute protein, the main component of the complex. Consequently, the expression of target genes is silenced. This mechanism has been thoroughly studied in fungi due to their proximity to the animal phylum and the conservation of the RNAi mechanism from lower to higher eukaryotes. However, the role and even the presence of RNAi differ across the fungal kingdom, as it has evolved adapting to the particularities and needs of each species. Fungi have exploited RNAi to regulate a variety of cell activities as different as defense against exogenous and potentially harmful DNA, genome integrity, development, drug tolerance, or virulence. This pathway has offered versatility to fungi through evolution, favoring the enormous diversity this kingdom comprises.
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Affiliation(s)
- Carlos Lax
- Department of Genetics and Microbiology, Faculty of Biology, University of Murcia, 30100 Murcia, Spain; (C.L.); (G.T.); (J.T.C.-M.); (J.A.P.-R.); (M.O.-C.); (E.N.)
| | - Ghizlane Tahiri
- Department of Genetics and Microbiology, Faculty of Biology, University of Murcia, 30100 Murcia, Spain; (C.L.); (G.T.); (J.T.C.-M.); (J.A.P.-R.); (M.O.-C.); (E.N.)
| | - José Alberto Patiño-Medina
- Instituto de Investigaciones Químico Biológicas, Universidad Michoacana de San Nicolás de Hidalgo, Ciudad Universitaria, Morelia, Michoacán CP 58030, Mexico;
| | - José T. Cánovas-Márquez
- Department of Genetics and Microbiology, Faculty of Biology, University of Murcia, 30100 Murcia, Spain; (C.L.); (G.T.); (J.T.C.-M.); (J.A.P.-R.); (M.O.-C.); (E.N.)
| | - José A. Pérez-Ruiz
- Department of Genetics and Microbiology, Faculty of Biology, University of Murcia, 30100 Murcia, Spain; (C.L.); (G.T.); (J.T.C.-M.); (J.A.P.-R.); (M.O.-C.); (E.N.)
| | - Macario Osorio-Concepción
- Department of Genetics and Microbiology, Faculty of Biology, University of Murcia, 30100 Murcia, Spain; (C.L.); (G.T.); (J.T.C.-M.); (J.A.P.-R.); (M.O.-C.); (E.N.)
| | - Eusebio Navarro
- Department of Genetics and Microbiology, Faculty of Biology, University of Murcia, 30100 Murcia, Spain; (C.L.); (G.T.); (J.T.C.-M.); (J.A.P.-R.); (M.O.-C.); (E.N.)
| | - Silvia Calo
- School of Natural and Exact Sciences, Pontificia Universidad Católica Madre y Maestra, 51033 Santiago de los Caballeros, Dominican Republic
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12
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Gong M, Wang Y, Zhang J, Zhao Y, Wan J, Shang J, Yang R, Wu Y, Li Y, Tan Q, Bao D. Chilling Stress Triggers VvAgo1-Mediated miRNA-Like RNA Biogenesis in Volvariella volvacea. Front Microbiol 2020; 11:523593. [PMID: 33042047 PMCID: PMC7522536 DOI: 10.3389/fmicb.2020.523593] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 08/21/2020] [Indexed: 12/11/2022] Open
Abstract
In Volvariella volvacea, an important species of edible mushroom, cryogenic autolysis is a typical phenomenon that occurs during abnormal metabolism. Analysis of gene expression profiling and qPCR showed that chilling stress (CS) significantly and continuously upregulated only one type of Argonaute in V. volvacea, i.e., VvAgo1. Structural and evolutionary analysis revealed that VvAgo1 belongs to the Ago-like family, and its evolution has involved gene duplication, subsequent gene loss, and purifying selection. Analysis of its interaction network and expression suggested that CS triggers VvAgo1-mediated miRNA-like RNA (milRNA) biogenesis in V. volvacea V23 but not in VH3 (a composite mutant strain from V23 with improved CS resistance). Small RNA sequencing and qPCR analysis confirmed that CS triggered the increased milRNA expression in V23 and not in VH3. The predicted target genes of the increased milRNAs were enriched in several pathways, such as signal transduction and ubiquitination. Heatmap analysis showed that CS altered the expression profile of milRNAs with their target genes related to signal transduction and ubiquitination in V23. Combined analysis of transcriptome and proteome data confirmed that most of the target genes of the increased milRNAs were not translated into proteins. Our observations indicate that CS might trigger VvAgo1-mediated RNAi to facilitate the cryogenic autolysis of V. volvacea.
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Affiliation(s)
- Ming Gong
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China.,Department of Food Science and Technology, College of Light Industry and Food Engineering, Nanjing Forestry University, Nanjing, China
| | - Ying Wang
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Jinsong Zhang
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Yan Zhao
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Jianing Wan
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Junjun Shang
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Ruiheng Yang
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Yingying Wu
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Yan Li
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Qi Tan
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Dapeng Bao
- Key Laboratory of Edible Fungi Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Ministry of Agriculture, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
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13
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Wang G, Li M, Zhang C, Cheng H, Gao Y, Deng W, Li T. Transcriptome and proteome analyses reveal the regulatory networks and metabolite biosynthesis pathways during the development of Tolypocladium guangdongense. Comput Struct Biotechnol J 2020; 18:2081-2094. [PMID: 32802280 PMCID: PMC7419252 DOI: 10.1016/j.csbj.2020.07.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 07/16/2020] [Accepted: 07/18/2020] [Indexed: 12/17/2022] Open
Abstract
Tolypocladium guangdongense has a similar metabolite profile to Ophiocordyceps sinensis, a highly regarded fungus used for traditional Chinese medicine with high nutritional and medicinal value. Although the genome sequence of T. guangdongense has been reported, relatively little is known about the regulatory networks for fruiting body development and about the metabolite biosynthesis pathways. In order to address this, an analysis of transcriptome and proteome at differential developmental stages of T. guangdongense was performed. In total, 9076 genes were found to be expressed and 2040 proteins were identified. There were a large number of genes that were significantly differentially expressed between the mycelial stage and the stages. Interestingly, the correlation between the transcriptomic and proteomic data was low, suggesting the importance of the post-transcriptional processes in the growth and development of T. guangdongense. Among the genes/proteins that were both differentially expressed during the developmental process, there were numerous heat shock proteins and transcription factors. In addition, there were numerous proteins involved in terpenoid, ergosterol, adenosine and polysaccharide biosynthesis that also showed significant downregulation in their expression levels during the developmental process. Furthermore, both tryptophan and tryptamine were present at higher levels in the primordium stage. However, indole-3-acetic acid (IAA) levels continuously decreased as development proceeded, and the enzymes involved in IAA biosynthesis were also clearly differentially downregulated. These data could be meaningful in studying the molecular mechanisms of fungal development, and for the industrial and medicinal application of macro-fungi.
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Affiliation(s)
- Gangzheng Wang
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, China
| | - Min Li
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, China.,College of Agriculture and Animal Husbandry, Tibet University, Nyingchi, 860000 Tibet, China
| | - Chenghua Zhang
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, China
| | - Huijiao Cheng
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, China.,South China Agricultural University, Guangzhou 510642, China
| | - Yu Gao
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, China.,College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Wangqiu Deng
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, China
| | - Taihui Li
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, China
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14
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Jin Y, Zhao JH, Zhao P, Zhang T, Wang S, Guo HS. A fungal milRNA mediates epigenetic repression of a virulence gene in Verticillium dahliae. Philos Trans R Soc Lond B Biol Sci 2020; 374:20180309. [PMID: 30967013 DOI: 10.1098/rstb.2018.0309] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
MiRNAs in animals and plants play crucial roles in diverse developmental processes under both normal and stress conditions. miRNA-like small RNAs (milRNAs) identified in some fungi remain functionally uncharacterized. Here, we identified a number of milRNAs in Verticillium dahliae, a soil-borne fungal pathogen responsible for devastating wilt diseases in many crops. Accumulation of a V. dahliae milRNA1, named VdmilR1, was detected by RNA gel blotting. We show that the precursor gene VdMILR1 is transcribed by RNA polymerase II and is able to produce the mature VdmilR1, in a process independent of V. dahliae DCL (Dicer-like) and AGO (Argonaute) proteins. We found that an RNaseIII domain-containing protein, VdR3, is essential for V. dahliae and participates in VdmilR1 biogenesis. VdmilR1 targets a hypothetical protein-coding gene, VdHy1, at the 3'UTR for transcriptional repression through increased histone H3K9 methylation of VdHy1. Pathogenicity analysis reveals that VdHy1 is essential for fungal virulence. Together with the time difference in the expression patterns of VdmilR1 and VdHy1 during fungal infection in cotton plants, our findings identify a novel milRNA, VdmilR1, in V. dahliae synthesized by a noncanonical pathway that plays a regulatory role in pathogenicity and uncover an epigenetic mechanism for VdmilR1 in regulating a virulence target gene. This article is part of the theme issue 'Biotic signalling sheds light on smart pest management'.
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Affiliation(s)
- Yun Jin
- 1 State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101 , People's Republic of China
| | - Jian-Hua Zhao
- 1 State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101 , People's Republic of China
| | - Pan Zhao
- 1 State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101 , People's Republic of China
| | - Tao Zhang
- 1 State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101 , People's Republic of China
| | - Sheng Wang
- 1 State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101 , People's Republic of China.,2 College of Life Sciences, University of the Chinese Academy of Sciences , Beijing 100049 , People's Republic of China
| | - Hui-Shan Guo
- 1 State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101 , People's Republic of China.,2 College of Life Sciences, University of the Chinese Academy of Sciences , Beijing 100049 , People's Republic of China
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15
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Computational Resources for Prediction and Analysis of Functional miRNA and Their Targetome. Methods Mol Biol 2019; 1912:215-250. [PMID: 30635896 DOI: 10.1007/978-1-4939-8982-9_9] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
microRNAs are evolutionarily conserved, endogenously produced, noncoding RNAs (ncRNAs) of approximately 19-24 nucleotides (nts) in length known to exhibit gene silencing of complementary target sequence. Their deregulated expression is reported in various disease conditions and thus has therapeutic implications. In the last decade, various computational resources are published in this field. In this chapter, we have reviewed bioinformatics resources, i.e., miRNA-centered databases, algorithms, and tools to predict miRNA targets. First section has enlisted more than 75 databases, which mainly covers information regarding miRNA registries, targets, disease associations, differential expression, interactions with other noncoding RNAs, and all-in-one resources. In the algorithms section, we have compiled about 140 algorithms from eight subcategories, viz. for the prediction of precursor (pre-) and mature miRNAs. These algorithms are developed on various sequence, structure, and thermodynamic based features incorporated into different machine learning techniques (MLTs). In addition, computational identification of miRNAs from high-throughput next generation sequencing (NGS) data and their variants, viz. isomiRs, differential expression, miR-SNPs, and functional annotation, are discussed. Prediction and analysis of miRNAs and their associated targets are also evaluated under miR-targets section providing knowledge regarding novel miRNA targets and complex host-pathogen interactions. In conclusion, we have provided comprehensive review of in silico resources published in miRNA research to help scientific community be updated and choose the appropriate tool according to their needs.
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16
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Degradation of Fungal MicroRNAs Triggered by Short Tandem Target Mimics Is via the Small-RNA-Degrading Nuclease. Appl Environ Microbiol 2019; 85:AEM.03132-18. [PMID: 30824452 DOI: 10.1128/aem.03132-18] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Accepted: 02/22/2019] [Indexed: 11/20/2022] Open
Abstract
MicroRNAs (miRNAs) have been recognized as sequence-specific regulators of the genome, transcriptome, and proteome in eukaryotes. However, the functions and working mechanisms of hundreds of fungal miRNA-like (miR-like) RNAs are obscure. Here, we report that a short tandem target mimic (STTM) triggered the degradation of several fungal miR-like RNAs in two different fungal species, Metarhizium robertsii and Aspergillus flavus, and that small-RNA-degrading nucleases (SDNs) were indispensable for such degradation. STTMs were most effective when the fungal polymerase II (Pol II) promoter was used for their expression, while the Pol III promoter was less effective. The length of the STTM spacer, approximately 48 to 96 nucleotides, and the number of miR-like RNA binding sites, from 2 to 4 copies, showed no significant difference in the degradation of miR-like RNAs. STTMs modulated the miR-like RNA expression levels in at least two different fungal species, which further impacted fungal asexual growth and sporulation. Further analysis showed that the degraded miR-like RNAs in STTM mutants led to the upregulation of potential target genes involved in fungal development and conidial production, which result in different phenotypes in these mutants. The STTM technology developed in this study is an effective and powerful tool for the functional dissection of fungal miR-like RNAs.IMPORTANCE The development and application of STTM technology to block miR-like RNAs in M. robertsii and A. flavus may allow for efficient generation of miR-like RNA mutants in various fungi, providing a powerful tool for functional genomics of small RNA molecules in fungi.
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17
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Discovery of microRNA-like RNAs during early fruiting body development in the model mushroom Coprinopsis cinerea. PLoS One 2018; 13:e0198234. [PMID: 30231028 PMCID: PMC6145500 DOI: 10.1371/journal.pone.0198234] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 08/29/2018] [Indexed: 12/19/2022] Open
Abstract
Coprinopsis cinerea is a model mushroom particularly suited for the study of fungal fruiting body development and the evolution of multicellularity in fungi. While microRNAs (miRNAs) have been extensively studied in animals and plants for their essential roles in post-transcriptional regulation of gene expression, miRNAs in fungi are less well characterized and their potential roles in controlling mushroom development remain unknown. To identify miRNA-like RNAs (milRNAs) in C. cinerea and explore their expression patterns during the early developmental transition of mushroom development, small RNA libraries of vegetative mycelium and primordium were generated and putative milRNA candidates were identified following the standards of miRNA prediction in animals and plants. Two out of 22 novel predicted milRNAs, cci-milR-12c and cci-milR-13e-5p, were validated by northern blot and stem-loop reverse transcription real-time PCR. Cci-milR-12c was differentially expressed whereas the expression levels of cci-milR-13e-5p were similar in the two developmental stages. Target prediction of the validated milRNAs resulted in genes associated with fruiting body development, including pheromone, hydrophobin, cytochrome P450, and protein kinase. Essential genes for miRNA biogenesis, including three coding for Dicer-like (DCL), one for Argonaute (AGO), one for AGO-like and one for quelling deficient-2 (QDE-2) proteins, were also identified in the C. cinerea genome. Phylogenetic analysis showed that the DCL and AGO proteins of C. cinerea were more closely related to those in other basidiomycetes and ascomycetes than to those in animals and plants. Taken together, our findings provided the first evidence for milRNAs in the model mushroom and their potential roles in regulating fruiting body development. New information on the evolutionary relationship of milRNA biogenesis proteins across kingdoms has also provided new insights for guiding further functional and evolutionary studies of miRNAs.
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18
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Xia J, Li L, Li T, Fang Z, Zhang K, Zhou J, Peng H, Zhang W. Detecting and characterizing microRNAs of diverse genomic origins via miRvial. Nucleic Acids Res 2017; 45:e176. [PMID: 29036674 PMCID: PMC5716067 DOI: 10.1093/nar/gkx834] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 09/12/2017] [Indexed: 12/11/2022] Open
Abstract
MicroRNAs form an essential class of post-transcriptional gene regulator of eukaryotic species, and play critical parts in development and disease and stress responses. MicroRNAs may originate from various genomic loci, have structural characteristics, and appear in canonical or modified forms, making them subtle to detect and analyze. We present miRvial, a robust computational method and companion software package that supports parameter adjustment and visual inspection of candidate microRNAs. Extensive results comparing miRvial and six existing microRNA finding methods on six model organisms, Mus musculus, Drosophila melanogaste, Arabidopsis thaliana, Oryza sativa, Physcomitrella patens and Chlamydomonas reinhardtii, demonstrated the utility and rigor of miRvial in detecting novel microRNAs and characterizing features of microRNAs. Experimental validation of several novel microRNAs in C. reinhardtii that were predicted by miRvial but missed by the other methods illustrated the superior performance of miRvial over the existing methods. miRvial is open source and available at https://github.com/SystemsBiologyOfJianghanUniversity/miRvial.
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Affiliation(s)
- Jing Xia
- Institute for Systems Biology, Jianghan University, Wuhan, Hubei 430056, China.,Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Lun Li
- Institute for Systems Biology, Jianghan University, Wuhan, Hubei 430056, China
| | - Tiantian Li
- Institute for Systems Biology, Jianghan University, Wuhan, Hubei 430056, China
| | - Zhiwei Fang
- Institute for Systems Biology, Jianghan University, Wuhan, Hubei 430056, China
| | - Kevin Zhang
- Institute for Systems Biology, Jianghan University, Wuhan, Hubei 430056, China.,Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Junfei Zhou
- Institute for Systems Biology, Jianghan University, Wuhan, Hubei 430056, China
| | - Hai Peng
- Institute for Systems Biology, Jianghan University, Wuhan, Hubei 430056, China
| | - Weixiong Zhang
- Institute for Systems Biology, Jianghan University, Wuhan, Hubei 430056, China.,Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA.,Department of Genetics, Washington University School of Medicine, St. Louis, MO 63130, USA
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19
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Torres-Martínez S, Ruiz-Vázquez RM. The RNAi Universe in Fungi: A Varied Landscape of Small RNAs and Biological Functions. Annu Rev Microbiol 2017; 71:371-391. [PMID: 28657888 DOI: 10.1146/annurev-micro-090816-093352] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
RNA interference (RNAi) is a conserved eukaryotic mechanism that uses small RNA molecules to suppress gene expression through sequence-specific messenger RNA degradation, translational repression, or transcriptional inhibition. In filamentous fungi, the protective function of RNAi in the maintenance of genome integrity is well known. However, knowledge of the regulatory role of RNAi in fungi has had to wait until the recent identification of different endogenous small RNA classes, which are generated by distinct RNAi pathways. In addition, RNAi research on new fungal models has uncovered the role of small RNAs and RNAi pathways in the regulation of diverse biological functions. In this review, we give an up-to-date overview of the different classes of small RNAs and RNAi pathways in fungi and their roles in the defense of genome integrity and regulation of fungal physiology and development, as well as in the interaction of fungi with biotic and abiotic environments.
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20
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Li B, Cheng X, Zhang T, Liu L, Nie Z, Sheng Q. The identification of microRNAs in Ganoderma lingzhi sporocarp. MYCOSCIENCE 2016. [DOI: 10.1016/j.myc.2016.03.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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21
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Enguita FJ, Costa MC, Fusco-Almeida AM, Mendes-Giannini MJ, Leitão AL. Transcriptomic Crosstalk between Fungal Invasive Pathogens and Their Host Cells: Opportunities and Challenges for Next-Generation Sequencing Methods. J Fungi (Basel) 2016; 2:jof2010007. [PMID: 29376924 PMCID: PMC5753088 DOI: 10.3390/jof2010007] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Revised: 12/12/2015] [Accepted: 12/12/2015] [Indexed: 12/22/2022] Open
Abstract
Fungal invasive infections are an increasing health problem. The intrinsic complexity of pathogenic fungi and the unmet clinical need for new and more effective treatments requires a detailed knowledge of the infection process. During infection, fungal pathogens are able to trigger a specific transcriptional program in their host cells. The detailed knowledge of this transcriptional program will allow for a better understanding of the infection process and consequently will help in the future design of more efficient therapeutic strategies. Simultaneous transcriptomic studies of pathogen and host by high-throughput sequencing (dual RNA-seq) is an unbiased protocol to understand the intricate regulatory networks underlying the infectious process. This protocol is starting to be applied to the study of the interactions between fungal pathogens and their hosts. To date, our knowledge of the molecular basis of infection for fungal pathogens is still very limited, and the putative role of regulatory players such as non-coding RNAs or epigenetic factors remains elusive. The wider application of high-throughput transcriptomics in the near future will help to understand the fungal mechanisms for colonization and survival, as well as to characterize the molecular responses of the host cell against a fungal infection.
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Affiliation(s)
- Francisco J Enguita
- Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, Lisboa 1649-028, Portugal.
| | - Marina C Costa
- Faculdade de Medicina, Universidade de Lisboa, Av. Professor Egas Moniz, Lisboa 1649-028, Portugal.
| | - Ana Marisa Fusco-Almeida
- Núcleo de Proteômica, Faculdade de Ciências Farmacêuticas, Universidade Estadual Paulista-UNESP, Rodovia Araraquara-Jaú Km 1, Araraquara 14801-902, São Paulo, Brazil.
| | - Maria José Mendes-Giannini
- Núcleo de Proteômica, Faculdade de Ciências Farmacêuticas, Universidade Estadual Paulista-UNESP, Rodovia Araraquara-Jaú Km 1, Araraquara 14801-902, São Paulo, Brazil.
| | - Ana Lúcia Leitão
- MEtRICs, Departamento de Ciências e Tecnologia da Biomassa, Faculdade de Ciências e Tecnologia, Universidade NOVA de Lisboa, Campus de Caparica, Caparica 2829-516, Portugal.
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22
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Abstract
Genome defense likely evolved to curtail the spread of transposable elements and invading viruses. A combination of effective defense mechanisms has been shown to limit colonization of the Neurospora crassa genome by transposable elements. A novel DNA transposon named Sly1-1 was discovered in the genome of the most widely used laboratory "wild-type" strain FGSC 2489 (OR74A). Meiotic silencing by unpaired DNA, also simply called meiotic silencing, prevents the expression of regions of the genome that are unpaired during karyogamy. This mechanism is posttranscriptional and is proposed to involve the production of small RNA, so-called masiRNAs, by proteins homologous to those involved in RNA interference-silencing pathways in animals, fungi, and plants. Here, we demonstrate production of small RNAs when Sly1-1 was unpaired in a cross between two wild-type strains. These small RNAs are dependent on SAD-1, an RNA-dependent RNA polymerase necessary for meiotic silencing. We present the first case of endogenously produced masiRNA from a novel N. crassa DNA transposable element.
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Abstract
Repetitive DNA loci are a major source for the production of eukaryotic small RNAs, but how these small RNAs are produced is not clear. Yang et al. show that DNA tandem repeats and double-strand breaks are necessary and, when both are present, sufficient to trigger gene silencing and siRNA production. In addition to siRNA production, the quelling pathway also maintains tandem repeats by regulating homologous recombination. RNAi is a conserved genome defense mechanism in eukaryotes that protects against deleterious effects of transposons and viral invasion. Repetitive DNA loci are a major source for the production of eukaryotic small RNAs, but how these small RNAs are produced is not clear. Quelling in Neurospora is one of the first known RNAi-related phenomena and is triggered by the presence of multiple copies of transgenes. Here we showed that DNA tandem repeats and double-strand breaks are necessary and, when both are present, sufficient to trigger gene silencing and siRNA production. Introduction of a site-specific double-strand break or DNA fragile site resulted in homologous recombination of repetitive sequences, which is required for gene silencing. In addition to siRNA production, the quelling pathway also maintains tandem repeats by regulating homologous recombination. Our study identified the mechanistic trigger for siRNA production from repetitive DNA and established a role for siRNA in maintaining genome stability.
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Affiliation(s)
- Qiuying Yang
- Department of Physiology, The University of Texas Southwestern Medical Center, Dallas, Texas 75390, USA
| | - Qiaohong Anne Ye
- Department of Physiology, The University of Texas Southwestern Medical Center, Dallas, Texas 75390, USA
| | - Yi Liu
- Department of Physiology, The University of Texas Southwestern Medical Center, Dallas, Texas 75390, USA
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Wolbachia small noncoding RNAs and their role in cross-kingdom communications. Proc Natl Acad Sci U S A 2014; 111:18721-6. [PMID: 25512495 DOI: 10.1073/pnas.1420131112] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
In prokaryotes, small noncoding RNAs (snRNAs) of 50-500 nt are produced that are important in bacterial virulence and response to environmental stimuli. Here, we identified and characterized snRNAs from the endosymbiotic bacteria, Wolbachia, which are widespread in invertebrates and cause reproductive manipulations. Most importantly, some strains of Wolbachia inhibit replication of several vector-borne pathogens in insects. We demonstrate that two abundant snRNAs, WsnRNA-46 and WsnRNA-49, are expressed in Wolbachia from noncoding RNA transcripts that contain precursors with stem-loop structures. WsnRNAs were detected in Aedes aegypti mosquitoes infected with the wMelPop-CLA strain of Wolbachia and in Drosophila melanogaster and Drosophila simulans infected with wMelPop and wAu strains, respectively, indicating that the WsnRNAs are conserved across species and strains. In addition, we show that the WsnRNAs may potentially regulate host genes and Wolbachia genes. Our findings provide evidence for the production of functional snRNAs by Wolbachia that play roles in cross-kingdom communication between the endosymbiont and the host.
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25
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Abstract
Microribonucleic acids, best known as microRNAs or miRNAs, are small, non-coding RNAs with important regulatory roles in eukaryotic cells. Here, I present a broad review on highly relevant but generally non-depicted features of miRNAs, among which stand out the non-conventional miRNA seed sites, the unusual messenger RNA (mRNA) target regions, the non-canonical miRNA-guided mechanisms of gene expression regulation, and the recently identified new class of miRNA ligands. Furthermore, I address the miRNA uncommon genomic location, transcription, and subcellular localization. Altogether, these unusual features and roles place the miRNA system as a very diverse, complex, and intriguing biological mechanism.
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Affiliation(s)
- Gabriel A Cipolla
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná Curitiba, Brazil
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Exploring microRNA-like small RNAs in the filamentous fungus Fusarium oxysporum. PLoS One 2014; 9:e104956. [PMID: 25141304 PMCID: PMC4139310 DOI: 10.1371/journal.pone.0104956] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Accepted: 07/12/2014] [Indexed: 12/17/2022] Open
Abstract
RNA silencing such as quelling and meiotic silencing by unpaired DNA (MSUD) and several other classes of special small RNAs have been discovered in filamentous fungi recently. More than four different mechanisms of microRNA-like RNAs (milRNAs) production have been illustrated in the model fungus Neurospora crassa including a dicer-independent pathway. To date, very little work focusing on small RNAs in fungi has been reported and no universal or particular characteristic of milRNAs were defined clearly. In this study, small RNA and degradome libraries were constructed and subsequently deep sequenced for investigating milRNAs and their potential cleavage targets on the genome level in the filamentous fungus F. oxysporum f. sp. lycopersici. As a result, there is no intersection of conserved miRNAs found by BLASTing against the miRBase. Further analysis showed that the small RNA population of F. oxysporum shared many common features with the small RNAs from N. crassa and other fungi. According to the known standards of miRNA prediction in plants and animals, milRNA candidates from 8 families (comprising 19 members) were screened out and identified. However, none of them could trigger target cleavage based on the degradome data. Moreover, most major signals of cleavage in transcripts could not match appropriate complementary small RNAs, suggesting that other predominant modes for milRNA-mediated gene regulation could exist in F. oxysporum. In addition, the PAREsnip program was utilized for comprehensive analysis and 3 families of small RNAs leading to transcript cleavage were experimentally validated. Altogether, our findings provided valuable information and important hints for better understanding the functions of the small RNAs and milRNAs in the fungal kingdom.
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Dang Y, Li L, Guo W, Xue Z, Liu Y. Convergent transcription induces dynamic DNA methylation at disiRNA loci. PLoS Genet 2013; 9:e1003761. [PMID: 24039604 PMCID: PMC3764098 DOI: 10.1371/journal.pgen.1003761] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Accepted: 07/15/2013] [Indexed: 11/19/2022] Open
Abstract
Cytosine methylation of DNA is an important epigenetic gene silencing mechanism in plants, fungi, and animals. In the filamentous fungus Neurospora crassa, nearly all known DNA methylations occur in transposon relics and repetitive sequences, and DNA methylation does not depend on the canonical RNAi pathway. disiRNAs are Dicer-independent small non-coding RNAs that arise from gene-rich part of the Neurospora genome. Here we describe a new type of DNA methylation that is associated with the disiRNA loci. Unlike the known DNA methylation in Neurospora, disiRNA loci DNA methylation (DLDM) is highly dynamic and is regulated by an on/off mechanism. Some disiRNA production appears to rely on pol II directed transcription. Importantly, DLDM is triggered by convergent transcription and enriched in promoter regions. Together, our results establish a new mechanism that triggers DNA methylation. DNA methylation in eukayrotes refers to the modification of cytidines at 5th position with methyl group (5mC). Though absent in some species, DNA methylation is conserved across fungi, plants and animals and plays a critical role in X chromosome inactivation, genomic imprinting, transposon silencing etc. In addition, DNA methylation also occurs at the promoter sequence to regulate gene expression. Filamentous fungus Neurospora crassa has a well-known mechanism of DNA methylation for genomic defense. During sexual stage repetitive sequences (e.g. transposons) are recognized and point mutations are introduced. During vegetative stage these mutations serve as signals for establishing static DNA methylation to silence all copies of the sequences. In this study, we report a new type of DNA methylation in Neurospora. It is tightly linked to a type of non-coding small RNA termed dicer-independent siRNA (disiRNA) and therefore was termed disiRNA loci DNA methylation (DLDM). DLDM is dynamic regulated and shows an on/off pattern, i.e. most alleles contain no 5mC but some are densely methylated. Interestingly, DLDM can be triggered by convergent transcription and is accumulated at promoter regions. In summary, our findings demonstrate a new type of dynamic DNA methylation.
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Affiliation(s)
- Yunkun Dang
- Department of Physiology, The University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Liande Li
- Department of Physiology, The University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Wei Guo
- Department of Physiology, The University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Zhihong Xue
- Department of Physiology, The University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Yi Liu
- Department of Physiology, The University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
- * E-mail:
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28
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Nicolás FE, Ruiz-Vázquez RM. Functional diversity of RNAi-associated sRNAs in fungi. Int J Mol Sci 2013; 14:15348-60. [PMID: 23887655 PMCID: PMC3759863 DOI: 10.3390/ijms140815348] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Revised: 07/05/2013] [Accepted: 07/09/2013] [Indexed: 12/21/2022] Open
Abstract
Yeast and filamentous fungi have been essential model systems for unveiling the secrets of RNA interference (RNAi). Research on these organisms has contributed to identifying general mechanisms and conserved eukaryotic RNAi machinery that can be found from fungi to mammals. The development of deep sequencing technologies has brought on the last wave of studies on RNAi in fungi, which has been focused on the identification of new types of functional small RNAs (sRNAs). These studies have discovered an unexpected diversity of sRNA, biogenesis pathways and new functions that are the focus of this review.
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Affiliation(s)
- Francisco E. Nicolás
- Department of Genetics and Microbiology, Faculty of Biology, University of Murcia, Murcia 30100, Spain; E-Mail:
- Regional Campus of International Excellence “Campus Mare Nostrum”, Murcia 30100, Spain
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +34-868-887135; Fax: +34-868-883963
| | - Rosa M. Ruiz-Vázquez
- Department of Genetics and Microbiology, Faculty of Biology, University of Murcia, Murcia 30100, Spain; E-Mail:
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