Genome Wide Identification and Functional Prediction of Long Non-Coding RNAs Responsive to Sclerotinia sclerotiorum Infection in Brassica napus

Sclerotinia stem rot caused by Sclerotinia sclerotiorum affects canola production worldwide. Emerging evidence suggests that long non-coding RNAs (lncRNAs) play important roles in the regulation of gene expression in plants, in response to both abiotic and biotic stress. So far, identification of lncRNAs has been limited to a few model plant species, and their roles in mediating responses to biotic stresses are yet to be characterized in Brassica napus. The present study reports the identification of novel lncRNAs responsive to S. sclerotiorum infection in B. napus at two time points after infection (24 hpi and 48 hpi) using a stranded RNA-Sequencing technique and a detection pipeline for lncRNAs. Of the total 3,181 lncRNA candidates, 2,821 lncRNAs were intergenic, 111 were natural antisense transcripts, 76 possessed exonic overlap with the reference coding transcripts while the remaining 173 represented novel lnc- isoforms. Forty one lncRNAs were identified as the precursors for microRNAs (miRNAs) including miR156, miR169 and miR394, with significant roles in mediating plant responses to fungal phytopathogens. A total of 931 differentially expressed lncRNAs were identified in response to S. sclerotiorum infection and the expression of 12 such lncRNAs was further validated using qRT-PCR. B. napus antisense lncRNA, TCONS_00000966, having 90% overlap with a plant defensin gene, showed significant induction at both infection stages, suggesting its involvement in the transcriptional regulation of defense responsive genes under S. sclerotiorum infection. Additionally, nine lncRNAs showed overlap with cis-regulatory regions of differentially expressed genes of B. napus. Quantitative RT-PCR verification of a set of S. sclerotiorum responsive sense/antisense transcript pairs revealed contrasting expression patterns, supporting the hypothesis that steric clashes of transcriptional machinery may lead to inactivation of sense promoter. Our findings highlight the potential contributions of lncRNAs in regulating expression of plant genes that respond to biotic stress.

[1]  Christian Zwieb,et al.  The uRNA database , 1996, Nucleic Acids Res..

[2]  J. Poulain,et al.  The genome of the mesopolyploid crop species Brassica rapa , 2011, Nature Genetics.

[3]  Wu Wei,et al.  RNA Polymerase II Collision Interrupts Convergent Transcription , 2012, Molecular cell.

[4]  Meng Wang,et al.  Widespread Long Noncoding RNAs as Endogenous Target Mimics for MicroRNAs in Plants1[W] , 2013, Plant Physiology.

[5]  Y. Benjamini,et al.  THE CONTROL OF THE FALSE DISCOVERY RATE IN MULTIPLE TESTING UNDER DEPENDENCY , 2001 .

[6]  Weibo Jin,et al.  Characterization of miRNAs associated with Botrytis cinerea infection of tomato leaves , 2015, BMC Plant Biology.

[7]  L. Kohn,et al.  New Populations of Sclerotinia sclerotiorum from Lettuce in California and Peas and Lentils in Washington. , 2007, Phytopathology.

[8]  S. Griffiths-Jones,et al.  Natural Antisense Transcripts and Long Non-Coding RNA in Neurospora crassa , 2014, PloS one.

[9]  M. Crespi,et al.  Enod40, a Short Open Reading Frame–Containing mRNA, Induces Cytoplasmic Localization of a Nuclear RNA Binding Protein in Medicago truncatula , 2004, The Plant Cell Online.

[10]  P. Zamore,et al.  Small silencing RNAs: an expanding universe , 2009, Nature Reviews Genetics.

[11]  Qian-Hao Zhu,et al.  Long noncoding RNAs responsive to Fusarium oxysporum infection in Arabidopsis thaliana. , 2014, The New phytologist.

[12]  Qingli Guo,et al.  Identification of Maize Long Non-Coding RNAs Responsive to Drought Stress , 2014, PloS one.

[13]  P. Stadler,et al.  RNA Maps Reveal New RNA Classes and a Possible Function for Pervasive Transcription , 2007, Science.

[14]  J. Mattick,et al.  Long non-coding RNAs: insights into functions , 2009, Nature Reviews Genetics.

[15]  Kun Lu,et al.  The Brassica oleracea genome reveals the asymmetrical evolution of polyploid genomes , 2014, Nature Communications.

[16]  Bo Yang,et al.  Transcriptional profiling of canola (Brassica napus L.) responses to the fungal pathogen Sclerotinia sclerotiorum , 2007 .

[17]  B. Nelson,et al.  Sclerotinia sclerotiorum (Lib.) de Bary: biology and molecular traits of a cosmopolitan pathogen. , 2006, Molecular plant pathology.

[18]  Huan Wang,et al.  Genome-wide identification of long noncoding natural antisense transcripts and their responses to light in Arabidopsis , 2014, Genome research.

[19]  M. Crespi,et al.  Novel long non-protein coding RNAs involved in Arabidopsis differentiation and stress responses. , 2008, Genome research.

[20]  Thomas D. Schmittgen,et al.  Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. , 2001, Methods.

[21]  D. Chitwood,et al.  Small RNAs are on the move , 2010, Nature.

[22]  Sean R. Eddy,et al.  Infernal 1.0: inference of RNA alignments , 2009, Bioinform..

[23]  S. Salzberg,et al.  The Transcriptional Landscape of the Mammalian Genome , 2005, Science.

[24]  Ying Lu,et al.  Strand-specific RNA-seq reveals widespread occurrence of novel cis- natural antisense transcripts in rice , 2012, BMC Genomics.

[25]  Stijn van Dongen,et al.  miRBase: microRNA sequences, targets and gene nomenclature , 2005, Nucleic Acids Res..

[26]  I. Jonkers,et al.  Long Noncoding RNAs and X Chromosome Inactivation. , 2011, Progress in molecular and subcellular biology.

[27]  R. Sunkar,et al.  Functions of microRNAs in plant stress responses. , 2012, Trends in plant science.

[28]  B. Kleinhenz,et al.  A crop loss-related forecasting model for sclerotinia stem rot in winter oilseed rape. , 2007, Phytopathology.

[29]  Mingming Xin,et al.  Identification and characterization of wheat long non-protein coding RNAs responsive to powdery mildew infection and heat stress by using microarray analysis and SBS sequencing , 2011, BMC Plant Biology.

[30]  R. Solano,et al.  ETHYLENE RESPONSE FACTOR1 Integrates Signals from Ethylene and Jasmonate Pathways in Plant Defense Online version contains Web-only data. Article, publication date, and citation information can be found at www.plantcell.org/cgi/doi/10.1105/tpc.007468. , 2003, The Plant Cell Online.

[31]  P. Beyer,et al.  Silencing of beta-carotene hydroxylase increases total carotenoid and beta-carotene levels in potato tubers , 2007, BMC Plant Biology.

[32]  R. Sachidanandam,et al.  Post-transcriptional processing generates a diversity of 5′-modified long and short RNAs , 2009, Nature.

[33]  Wei Wu,et al.  NONCODEv4: exploring the world of long non-coding RNA genes , 2013, Nucleic Acids Res..

[34]  D. Koo,et al.  Isolation and characterization of cDNA clones expressed under male sex expression conditions in a monoecious cucumber plant (Cucumis sativus L. cv. Winter Long) , 2006, Euphytica.

[35]  Zhihua Zhang,et al.  Prediction of novel long non-coding RNAs based on RNA-Seq data of mouse Klf1 knockout study , 2012, BMC Bioinformatics.

[36]  James G. Thomson,et al.  Plant defensins , 2009, Plant signaling & behavior.

[37]  Tamás Kiss,et al.  Cajal body‐specific small nuclear RNAs: a novel class of 2′‐O‐methylation and pseudouridylation guide RNAs , 2002, The EMBO journal.

[38]  Bernard Henrissat,et al.  Genomic Analysis of the Necrotrophic Fungal Pathogens Sclerotinia sclerotiorum and Botrytis cinerea , 2011, PLoS genetics.

[39]  P. Porter,et al.  Impact of Sclerotinia Stem Rot on Yield of Canola. , 2007, Plant disease.

[40]  I. Goodhead,et al.  Dynamic repertoire of a eukaryotic transcriptome surveyed at single-nucleotide resolution , 2008, Nature.

[41]  Jingjuan Yu,et al.  Zm401, a short‐open reading‐frame mRNA or noncoding RNA, is essential for tapetum and microspore development and can regulate the floret formation in maize , 2008, Journal of cellular biochemistry.

[42]  Lior Pachter,et al.  Identification of novel transcripts in annotated genomes using RNA-Seq , 2011, Bioinform..

[43]  Siu-Ming Yiu,et al.  SOAP2: an improved ultrafast tool for short read alignment , 2009, Bioinform..

[44]  K. Sun,et al.  iSeeRNA: identification of long intergenic non-coding RNA transcripts from transcriptome sequencing data , 2013, BMC Genomics.

[45]  Sarah Geisler,et al.  RNA in unexpected places: long non-coding RNA functions in diverse cellular contexts , 2013, Nature Reviews Molecular Cell Biology.

[46]  Jun Liu,et al.  Analysis of non-coding transcriptome in rice and maize uncovers roles of conserved lncRNAs associated with agriculture traits. , 2015, The Plant journal : for cell and molecular biology.

[47]  Ana Serra Barros,et al.  Repression of the human dihydrofolate reductase gene by a non-coding interfering transcript , 2007, Nature.

[48]  Yong Zhang,et al.  CPC: assess the protein-coding potential of transcripts using sequence features and support vector machine , 2007, Nucleic Acids Res..

[49]  M. Todesco,et al.  Target mimicry provides a new mechanism for regulation of microRNA activity , 2007, Nature Genetics.

[50]  A. Conesa,et al.  Differential expression in RNA-seq: a matter of depth. , 2011, Genome research.

[51]  C. Dean,et al.  Cold-induced silencing by long antisense transcripts of an Arabidopsis Polycomb target , 2009, Nature.

[52]  David G. Knowles,et al.  The GENCODE v7 catalog of human long noncoding RNAs: Analysis of their gene structure, evolution, and expression , 2012, Genome research.

[53]  William Stafford Noble,et al.  Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project , 2007, Nature.

[54]  Octavio Martínez de la Vega,et al.  Transcriptional analysis of the Arabidopsis ovule by massively parallel signature sequencing. , 2012, Journal of experimental botany.

[55]  Bo Wei,et al.  MiRPara: a SVM-based software tool for prediction of most probable microRNA coding regions in genome scale sequences , 2011, BMC Bioinformatics.

[56]  Yue-Qin Chen,et al.  Long noncoding RNAs: new regulators in plant development. , 2013, Biochemical and biophysical research communications.

[57]  B. Cullen,et al.  The imprinted H19 noncoding RNA is a primary microRNA precursor. , 2007, RNA.

[58]  C. Ye,et al.  Genome-wide identification and functional prediction of novel and drought-responsive lincRNAs in Populus trichocarpa , 2014, Journal of experimental botany.

[59]  Hailing Jin,et al.  Contribution of small RNA pathway components in plant immunity. , 2013, Molecular plant-microbe interactions : MPMI.

[60]  Sean R. Eddy,et al.  Infernal 1.0: inference of RNA alignments , 2009, Bioinform..

[61]  Cole Trapnell,et al.  TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions , 2013, Genome Biology.

[62]  M. Gerstein,et al.  RNA-Seq: a revolutionary tool for transcriptomics , 2009, Nature Reviews Genetics.

[63]  L. Buchwaldt,et al.  Patterns of differential gene expression in Brassica napus cultivars infected with Sclerotinia sclerotiorum. , 2009, Molecular plant pathology.

[64]  S. Strelkov,et al.  Proteome changes in leaves of Brassica napus L. as a result of Sclerotinia sclerotiorum challenge. , 2008, Journal of agricultural and food chemistry.

[65]  Sibum Sung,et al.  Long noncoding RNA: unveiling hidden layer of gene regulatory networks. , 2012, Trends in plant science.

[66]  Cole Trapnell,et al.  Integrative annotation of human large intergenic noncoding RNAs reveals global properties and specific subclasses. , 2011, Genes & development.

[67]  Xuemei Chen Small RNAs in development - insights from plants. , 2012, Current opinion in genetics & development.

[68]  Sibum Sung,et al.  Vernalization-Mediated Epigenetic Silencing by a Long Intronic Noncoding RNA , 2011, Science.

[69]  Piero Carninci,et al.  Long non-coding antisense RNA controls Uchl1 translation through an embedded SINEB2 repeat , 2012, Nature.

[70]  R. Joshi,et al.  A global study of transcriptome dynamics in canola (Brassica napus L.) responsive to Sclerotinia sclerotiorum infection using RNA-Seq. , 2016, Gene.

[71]  Kazuho Ikeo,et al.  Transcriptional Interferences in cis Natural Antisense Transcripts of Humans and Mice , 2007, Genetics.

[72]  N. Chua,et al.  Genome-Wide Analysis Uncovers Regulation of Long Intergenic Noncoding RNAs in Arabidopsis[C][W] , 2012, Plant Cell.

[73]  D. Spector,et al.  Long noncoding RNAs: functional surprises from the RNA world. , 2009, Genes & development.

[74]  Steven R. Eichten,et al.  Genome-wide discovery and characterization of maize long non-coding RNAs , 2014, Genome Biology.

[75]  Qian-Hao Zhu,et al.  Molecular Functions of Long Non-Coding RNAs in Plants , 2012, Genes.

[76]  David R. Kelley,et al.  Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks , 2012, Nature Protocols.

[77]  Yuanyuan Ren,et al.  Genome-wide profiling of novel and conserved Populus microRNAs involved in pathogen stress response by deep sequencing , 2011, Planta.