Abstract
Puccinia triticina (P. triticina) is one of the most devastating fungal pathogens of wheat which causes significant annual yield loss to the crop. Understanding the gene regulatory mechanism of the biotrophic pathogen is one of the important aspects of host-pathogen interaction studies. Dicer-like genes are considered as important mediators of RNAi-based gene regulation. In this study, we report the presence of three Dicer-like genes (Pt-DCL1, Pt-DCL2, Pt-DCL3) in P. triticina genome identified through computational and biological analyses. Quantitative real-time PCR studies revealed an increase in the expression of these genes in germinating spore stages. Heterologous expression combined with mass spectrometry analysis of Pt-DCL2 confirmed the presence of a canonical Dicer-like gene in P. triticina. Phylogenetic analysis of the Pt-DCLs with the Dicer-like proteins from other organisms showed a distinct cluster of rust pathogens from the order Pucciniales. The results indicated a species-specific duplication of Dicer-like genes within the wheat rust pathogens. This study, for the first time, reports the presence of Dicer-dependent RNAi pathway in P. triticina that may play a role in gene regulatory mechanism of the pathogen during its development. Our study serves as a vital source of information for further RNAi-based molecular studies for better understanding and management of the wheat leaf rust disease.
Similar content being viewed by others
References
Albright JC, Dassenko DJ, Mohamed EA, Beussman DJ (2009) Identifying gel-separated proteins using in-gel digestion, mass spectrometry, and database searching: consider the chemistry. Biochem Mol Biol Educ 37:49–55
Bai Y, Lan F, Yang W, Zhang F, Yang K, Li Z, Gao P, Wang S (2015) sRNA profiling in Aspergillus flavus reveals differentially expressed miRNA-like RNAs response to water activity and temperature. Fungal Genet Biol 81:113–119
Bernstein DA, Vyas VK, Weinberg DE, Drinnenberg IA, Bartel DP, Fink GR (2012) Candida albicans Dicer (CaDcr1) is required for efficient ribosomal and spliceosomal RNA maturation. Proc Natl Acad Sci 109:523–528
Bernstein E, Caudy AA, Hammond SM, Hannon GJ (2001) Role for a bidentate ribonuclease in the initiation step of RNA interference. Nature 409:363–366
Bollmann SR, Fang Y, Press CM, Tyler BM, Grünwald NJ (2016) Diverse evolutionary trajectories for small RNA biogenesis genes in the oomycete genus Phytophthora. Front Plant Sci 7:284
Bradford MM (1976) A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal Biochem 72:248–254
Carthew RW, Sontheimer EJ (2009) Origins and mechanisms of miRNAs and siRNAs. Cell 136:642–655
Castel SE, Ren J, Bhattacharjee S, Chang A-Y, Sánchez M, Valbuena A, Antequera F, Martienssen RA (2014) Dicer promotes transcription termination at sites of replication stress to maintain genome stability. Cell 159:572–583
Catalanotto C, Pallotta M, ReFalo P, Sachs MS, Vayssie L, Macino G, Cogoni C (2004) Redundancy of the two dicer genes in transgene-induced posttranscriptional gene silencing in Neurospora crassa. Mol Cell Biol 24:2536–2545
Cerutti H, Casas-Mollano JA (2006) On the origin and functions of RNA-mediated silencing: from protists to man. Curr Genet 50:81–99
Chen R, Jiang N, Jiang Q, Sun X, Wang Y, Zhang H, Hu Z (2014) Exploring microRNA-like small RNAs in the filamentous fungus Fusarium oxysporum. PLoS One 9:e104956
Chen Y, Gao Q, Huang M, Liu Y, Liu Z, Liu X, Ma Z (2015) Characterization of RNA silencing components in the plant pathogenic fungus Fusarium graminearum. Sci Rep 5:12500
Chendrimada TP, Gregory RI, Kumaraswamy E, Norman J, Cooch N, Nishikura K, Shiekhattar R (2005) TRBP recruits the Dicer complex to Ago2 for microRNA processing and gene silencing. Nature 436:740–744
Choi J, Kim K-T, Jeon J, Wu J, Song H, Asiegbu FO, Lee Y-H (2014) funRNA: a fungi-centered genomics platform for genes encoding key components of RNAi. BMC genomics 15:S14
Cuomo CA, Bakkeren G, Khalil HB, Panwar V, Joly D, Linning R, Sakthikumar S, Song X, Adiconis X, Fan L (2017) Comparative analysis highlights variable genome content of wheat rusts and divergence of the mating loci. G3: genes. Genomes, Genetics 7:361–376
Dahlmann TA, Kueck U (2015) Dicer-dependent biogenesis of small RNAs and evidence for microRNA-like RNAs in the penicillin producing fungus Penicillium chrysogenum. PLoS One 10:e0125989
Darriba D, Taboada GL, Doallo R, Posada D (2011) ProtTest 3: fast selection of best-fit models of protein evolution. Bioinformatics 27:1164–1165
Drinnenberg IA, Fink GR, Bartel DP (2011) Compatibility with killer explains the rise of RNAi-deficient fungi. Science 333:1592–1592
Drinnenberg IA, Weinberg DE, Xie KT, Mower JP, Wolfe KH, Fink GR, Bartel DP (2009) RNAi in budding yeast. Science 326:544–550
Dubey H, Kiran K, Jaswal R, Jain P, Kayastha AM, Bhardwaj SC, Mondal TK, Sharma TR (2019) Discovery and profiling of small RNAs from Puccinia triticina by deep sequencing and identification of their potential targets in wheat. Functional & integrative genomics 19:391–407
Ellendorff U, Fradin EF, De Jonge R, Thomma BP (2008) RNA silencing is required for Arabidopsis defence against Verticillium wilt disease. J Exp Bot 60:591–602
Fahlgren N, Bollmann SR, Kasschau KD, Cuperus JT, Press CM, Sullivan CM, Chapman EJ, Hoyer JS, Gilbert KB, Grünwald NJ (2013) Phytophthora have distinct endogenous small RNA populations that include short interfering and microRNAs. PLoS One 8:e77181
Feng H, Xu M, Liu Y, Dong R, Gao X, Huang L (2017) Dicer-like genes are required for H2O2 and KCl stress responses, pathogenicity and small rna generation in Valsa mali. Front Microbiol 8:1166
Francia S, Michelini F, Saxena A, Tang D, de Hoon M, Anelli V, Mione M, Carninci P, di Fagagna FA (2012) Site-specific DICER and DROSHA RNA products control the DNA-damage response. Nature 488:231–235
Fukagawa T, Nogami M, Yoshikawa M, Ikeno M, Okazaki T, Takami Y, Nakayama T, Oshimura M (2004) Dicer is essential for formation of the heterochromatin structure in vertebrate cells. Nat Cell Biol 6:784–791
Garcia-Ruiz H, Takeda A, Chapman EJ, Sullivan CM, Fahlgren N, Brempelis KJ, Carrington JC (2010) Arabidopsis RNA-dependent RNA polymerases and dicer-like proteins in antiviral defense and small interfering RNA biogenesis during Turnip Mosaic Virus infection. Plant Cell 22:481–496
Guindon S, Dufayard J-F, Lefort V, Anisimova M, Hordijk W, Gascuel O (2010) New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0. Syst Biol 59:307–321
Hammond SM (2005) Dicing and slicing: the core machinery of the RNA interference pathway. FEBS Lett 579:5822–5829
Hu Y, Stenlid J, Elfstrand M, Olson Å (2013) Evolution of RNA interference proteins dicer and argonaute in Basidiomycota. Mycologia 105:1489–1498
Huang J, Yang M, Zhang X (2016) The function of small RNAs in plant biotic stress response. J Integr Plant Biol 58:312–327
Jiang N, Yang Y, Janbon G, Pan J, Zhu X (2012) Identification and functional demonstration of miRNAs in the fungus Cryptococcus neoformans. PLoS One 7:e52734
Kadotani N, Nakayashiki H, Tosa Y, Mayama S (2004) One of the two Dicer-like proteins in the filamentous fungi Magnaporthe oryzae genome is responsible for hairpin RNA-triggered RNA silencing and related small interfering RNA accumulation. J Biol Chem 279:44467–44474
Katiyar-Agarwal S, Gao S, Vivian-Smith A, Jin H (2007) A novel class of bacteria-induced small RNAs in Arabidopsis. Genes Dev 21:3123–3134
Kiran K, Rawal HC, Dubey H, Jaswal R, Devanna B, Gupta DK, Bhardwaj SC, Prasad P, Pal D, Chhuneja P (2016) Draft genome of the wheat rust pathogen (Puccinia triticina) unravels genome-wide structural variations during evolution. Genome biology and evolution 8:2702–2721
Kurzynska-Kokorniak A, Koralewska N, Pokornowska M, Urbanowicz A, Tworak A, Mickiewicz A, Figlerowicz M (2015) The many faces of Dicer: the complexity of the mechanisms regulating Dicer gene expression and enzyme activities. Nucleic Acids Res 43:4365–4380
Lee H-C, Li L, Gu W, Xue Z, Crosthwaite SK, Pertsemlidis A, Lewis ZA, Freitag M, Selker EU, Mello CC (2010) Diverse pathways generate microRNA-like RNAs and Dicer-independent small interfering RNAs in fungi. Mol Cell 38:803–814
Letunic I, Bork P (2016) Interactive tree of life (iTOL) v3: an online tool for the display and annotation of phylogenetic and other trees. Nucleic Acids Res 44:W242–W245
Liu Q, Feng Y, Zhu Z (2009) Dicer-like (DCL) proteins in plants. Functional & integrative genomics 9:277–286
Liu Q, Rand TA, Kalidas S, Du F, Kim H-E, Smith DP, Wang X (2003) R2D2, a bridge between the initiation and effector steps of the Drosophila RNAi pathway. Science 301:1921–1925
Liu Z, Wang J, Cheng H, Ke X, Sun L, Zhang QC, Wang H-W (2018) Cryo-EM structure of human dicer and its complexes with a pre-miRNA substrate. Cell 173:1191-1203. e1112
Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2− ΔΔCT method. methods 25:402-408
MacRae IJ, Zhou K, Li F, Repic A, Brooks AN, Cande WZ, Adams PD, Doudna JA (2006) Structural basis for double-stranded RNA processing by Dicer. Science 311:195–198
Margis R, Fusaro AF, Smith NA, Curtin SJ, Watson JM, Finnegan EJ, Waterhouse PM (2006) The evolution and diversification of Dicers in plants. FEBS Lett 580:2442–2450
Mierendorf RC, Morris BB, Hammer B, Novy RE (2000) Expression and purification of recombinant proteins using the pET systemThe nucleic acid protocols handbook. Springer, pp:947–977
Mueth NA, Ramachandran SR, Hulbert SH (2015) Small RNAs from the wheat stripe rust fungus (Puccinia striiformis f. sp. tritici). BMC Genomics 16:718
Mukherjee K, Campos H, Kolaczkowski B (2012) Evolution of animal and plant dicers: early parallel duplications and recurrent adaptation of antiviral RNA binding in plants. Mol Biol Evol 30:627–641
Navarro L, Jay F, Nomura K, He SY, Voinnet O (2008) Suppression of the microRNA pathway by bacterial effector proteins. Science 321:964–967
Nicolas FE, Torres-Martínez S, Ruiz-Vazquez RM (2013) Loss and retention of RNA interference in fungi and parasites. PLoS Pathog 9:e1003089
Nunes CC, Sailsbery JK, Dean RA (2011) Characterization and application of small RNAs and RNA silencing mechanisms in fungi. Fungal Biology Reviews 25:172–180
Ordoñez M, Kolmer J (2007) Simple sequence repeat diversity of a worldwide collection of Puccinia triticina from durum wheat. Phytopathology 97:574–583
Park J-E, Heo I, Tian Y, Simanshu DK, Chang H, Jee D, Patel DJ, Kim VN (2011) Dicer recognizes the 5′ end of RNA for efficient and accurate processing. Nature 475:201–205
Provost P, Silverstein RA, Dishart D, Walfridsson J, Djupedal I, Kniola B, Wright A, Samuelsson B, Rådmark O, Ekwall K (2002) Dicer is required for chromosome segregation and gene silencing in fission yeast cells. Proc Natl Acad Sci 99:16648–16653
Redfern AD, Colley SM, Beveridge DJ, Ikeda N, Epis MR, Li X, Foulds CE, Stuart LM, Barker A, Russell VJ (2013) RNA-induced silencing complex (RISC) proteins PACT, TRBP, and Dicer are SRA binding nuclear receptor coregulators. Proc Natl Acad Sci 110:6536–6541
Segers GC, Zhang X, Deng F, Sun Q, Nuss DL (2007) Evidence that RNA silencing functions as an antiviral defense mechanism in fungi. Proc Natl Acad Sci 104:12902–12906
Shabalina SA, Koonin EV (2008) Origins and evolution of eukaryotic RNA interference. Trends Ecol Evol 23:578–587
Shao F, Qiu D, Lu S (2015) Comparative analysis of the Dicer-like gene family reveals loss of miR162 target site in SmDCL1 from Salvia miltiorrhiza. Sci Rep 5:9891
Shimodaira H, Hasegawa M (1999) Multiple comparisons of log-likelihoods with applications to phylogenetic inference. Mol Biol Evol 16:1114–1116
Sinkkonen L, Hugenschmidt T, Filipowicz W, Svoboda P (2010) Dicer is associated with ribosomal DNA chromatin in mammalian cells. PLoS One 5:e12175
Svobodova E, Kubikova J, Svoboda P (2016) Production of small RNAs by mammalian Dicer. Pflügers Archiv-European Journal of Physiology 468:1089–1102
Tian Y, Simanshu DK, Ma J-B, Park J-E, Heo I, Kim VN, Patel DJ (2014) A phosphate-binding pocket within the platform-PAZ-connector helix cassette of human Dicer. Mol Cell 53:606–616
Vazquez F, Gasciolli V, Crété P, Vaucheret H (2004) The nuclear dsRNA binding protein HYL1 is required for microRNA accumulation and plant development, but not posttranscriptional transgene silencing. Curr Biol 14:346–351
Verdel A, Moazed D (2005) RNAi-directed assembly of heterochromatin in fission yeast. FEBS Lett 579:5872–5878
Wang B, Sun Y, Song N, Zhao M, Liu R, Feng H, Wang X, Kang Z (2017) Puccinia striiformis f. sp. tritici microRNA-like RNA 1 (Pst-milR1), an important pathogenicity factor of Pst, impairs wheat resistance to Pst by suppressing the wheat pathogenesis-related 2 gene. New Phytol 215:338–350
Wang Q, An B, Hou X, Guo Y, Luo H, He C (2018) Dicer-like proteins regulate the growth, conidiation, and pathogenicity of Colletotrichum gloeosporioides from Hevea brasiliensis. Front Microbiol 8:2621
Wei W, Ba Z, Gao M, Wu Y, Ma Y, Amiard S, White CI, Danielsen JMR, Yang Y-G, Qi Y (2012) A role for small RNAs in DNA double-strand break repair. Cell 149:101–112
Weiberg A, Wang M, Lin F-M, Zhao H, Zhang Z, Kaloshian I, Huang H-D, Jin H (2013) Fungal small RNAs suppress plant immunity by hijacking host RNA interference pathways. Science 342:118–123
Wojdyla K, Rogowska-Wrzesinska A, Wrzesinski K, Roepstorff P (2011) Mass spectrometry based approach for identification and characterisation of fluorescent proteins from marine organisms. J Proteome 75:44–55
Xie Z, Johansen LK, Gustafson AM, Kasschau KD, Lellis AD, Zilberman D, Jacobsen SE, Carrington JC (2004) Genetic and functional diversification of small RNA pathways in plants. PLoS Biol 2:E104
Yuan JS, Reed A, Chen F, Stewart CN (2006) Statistical analysis of real-time PCR data. BMC bioinformatics 7:85
Zeng W, Wang J, Wang Y, Lin J, Fu Y, Xie J, Jiang D, Chen T, Liu H, Cheng J (2018) Dicer-like proteins regulate sexual development via the biogenesis of perithecium-specific microRNAs in a plant pathogenic fungus Fusarium graminearum. Front Microbiol 9
Zhou J, Fu Y, Xie J, Li B, Jiang D, Li G, Cheng J (2012) Identification of microRNA-like RNAs in a plant pathogenic fungus Sclerotinia sclerotiorum by high-throughput sequencing. Mol Gen Genomics 287:275–282
Funding
TRS is thankful to the SERB-Department of Science and Technology, Govt. of India, for JC Bose National Fellowship. HD is thankful to the University Grants Commission (UGC), New Delhi, for providing Junior Research Fellowship (JRF).
Author information
Authors and Affiliations
Contributions
TRS conceived and designed the project, HD performed computational analysis and biological experiments, and KK and RJ helped in biological experiments. NJ and NKS helped in the MALDI-TOF analysis, SCB provided biological material. TKM provided input during manuscript writing. HD, KK, TRS, and AMK wrote the manuscript.
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Dubey, H., Kiran, K., Jaswal, R. et al. Identification and characterization of Dicer-like genes in leaf rust pathogen (Puccinia triticina) of wheat. Funct Integr Genomics 20, 711–721 (2020). https://doi.org/10.1007/s10142-020-00745-w
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10142-020-00745-w