Genome-wide identification and analysis of small RNAs originated from natural antisense transcripts in Oryza sativa.

Natural antisense transcripts (NATs) have been shown to play important roles in post-transcriptional regulation through the RNA interference pathway. We have combined pyrophosphate-based high-throughput sequencing and computational analysis to identify and analyze, in genome scale, cis-NAT and trans-NAT small RNAs that are derived under normal conditions and in response to drought and salt stresses in the staple plant Oryza sativa. Computationally, we identified 344 cis-NATs and 7,142 trans-NATs that are formed by protein-coding genes. From the deep sequencing data, we found 108 cis-NATs and 7,141 trans-NATs that gave rise to small RNAs from their overlapping regions. Consistent with early findings, the majority of these 108 cis-NATs seem to be associated with specific conditions or developmental stages. Our analyses also revealed several interesting results. The overlapping regions of the cis-NATs and trans-NATs appear to be more enriched with small RNA loci than non-overlapping regions. The small RNAs generated from cis-NATs and trans-NATs have a length bias of 21 nt, even though their lengths spread over a large range. Furthermore, >40% of the small RNAs from cis-NATs and trans-NATs carry an A as their 5'-terminal nucleotides. A substantial portion of the transcripts are involved in both cis-NATs and trans-NATs, and many trans-NATs can form many-to-many relationships, indicating that NATs may form complex regulatory networks in O. sativa. This study is the first genome-wide investigation of NAT-derived small RNAs in O. sativa. It reveals the importance of NATs in biogenesis of small RNAs and broadens our understanding of the roles of NAT-derived small RNAs in gene regulation, particularly in response to environmental stimuli.

[1]  B. Dujon The yeast genome project: what did we learn? , 1996, Trends in genetics : TIG.

[2]  D. Westhead,et al.  Natural antisense transcripts with coding capacity in Arabidopsis may have a regulatory role that is not linked to double-stranded RNA degradation , 2005, Genome Biology.

[3]  Stefan R. Henz,et al.  Distinct Expression Patterns of Natural Antisense Transcripts in Arabidopsis1[C][W] , 2007, Plant Physiology.

[4]  Jef D. Boeke,et al.  Mighty Piwis Defend the Germline against Genome Intruders , 2007, Cell.

[5]  Gene Ontology Consortium The Gene Ontology (GO) database and informatics resource , 2003 .

[6]  Adam M. Gustafson,et al.  Genetic and Functional Diversification of Small RNA Pathways in Plants , 2004, PLoS biology.

[7]  D. Bartel,et al.  MicroRNAS and their regulatory roles in plants. , 2006, Annual review of plant biology.

[8]  Gregory J. Hannon,et al.  Sorting of Small RNAs into Arabidopsis Argonaute Complexes Is Directed by the 5′ Terminal Nucleotide , 2008, Cell.

[9]  Douglas G. Altman,et al.  Practical statistics for medical research , 1990 .

[10]  Jay Shendure,et al.  Computational discovery of sense-antisense transcription in the human and mouse genomes , 2002, Genome Biology.

[11]  Karen S. Osmont,et al.  A database analysis method identifies an endogenous trans-acting short-interfering RNA that targets the Arabidopsis ARF2, ARF3, and ARF4 genes. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Yun Zheng,et al.  Identification of novel and candidate miRNAs in rice by high throughput sequencing , 2008, BMC Plant Biology.

[13]  Shivakundan Singh Tej,et al.  MicroRNAs and other small RNAs enriched in the Arabidopsis RNA-dependent RNA polymerase-2 mutant. , 2006, Genome research.

[14]  L. Lukens,et al.  Naturally Occurring Antisense Transcripts Are Present in Chick Embryo Chondrocytes Simultaneously with the Down-regulation of the 1(I) Collagen Gene (*) , 1995, The Journal of Biological Chemistry.

[15]  X. Shirley Liu,et al.  Genome-wide in silico identification and analysis of cis natural antisense transcripts (cis-NATs) in ten species , 2006, Nucleic acids research.

[16]  Taishin Kin,et al.  Drosophila endogenous small RNAs bind to Argonaute 2 in somatic cells , 2008, Nature.

[17]  Sudha Balla,et al.  Two distinct mechanisms generate endogenous siRNAs from bidirectional transcription in Drosophila melanogaster , 2008, Nature Structural &Molecular Biology.

[18]  Ben Lehner,et al.  Antisense transcripts in the human genome. , 2002, Trends in genetics : TIG.

[19]  Olivier Voinnet,et al.  The diversity of RNA silencing pathways in plants. , 2006, Trends in genetics : TIG.

[20]  James R. Knight,et al.  Genome sequencing in microfabricated high-density picolitre reactors , 2005, Nature.

[21]  Z. Weng,et al.  Endogenous siRNAs Derived from Transposons and mRNAs in Drosophila Somatic Cells , 2008, Science.

[22]  B. Meyers,et al.  An expression atlas of rice mRNAs and small RNAs , 2007, Nature Biotechnology.

[23]  Edwin Cuppen,et al.  Diversity of microRNAs in human and chimpanzee brain , 2006, Nature Genetics.

[24]  Shoshi Kikuchi,et al.  Antisense transcripts with rice full-length cDNAs , 2003, Genome Biology.

[25]  N. Perrimon,et al.  An endogenous small interfering RNA pathway in Drosophila , 2008, Nature.

[26]  Terry Gaasterland,et al.  Genome-wide prediction and identification of cis-natural antisense transcripts in Arabidopsis thaliana , 2005, Genome Biology.

[27]  Joseph M. Dale,et al.  Empirical Analysis of Transcriptional Activity in the Arabidopsis Genome , 2003, Science.

[28]  Vladimir Vacic,et al.  Small RNAs and the regulation of cis-natural antisense transcripts in Arabidopsis , 2008, BMC Molecular Biology.

[29]  D. Bartel,et al.  The Drosophila hairpin RNA pathway generates endogenous short interfering RNAs , 2008, Nature.

[30]  Steven P. Gygi,et al.  RNAi-Dependent and -Independent RNA Turnover Mechanisms Contribute to Heterochromatic Gene Silencing , 2007, Cell.

[31]  S. Jacobsen,et al.  The Arabidopsis Chromatin-Modifying Nuclear siRNA Pathway Involves a Nucleolar RNA Processing Center , 2006, Cell.

[32]  David P. Bartel,et al.  A Two-Hit Trigger for siRNA Biogenesis in Plants , 2006, Cell.

[33]  O. Borsani,et al.  Endogenous siRNAs Derived from a Pair of Natural cis-Antisense Transcripts Regulate Salt Tolerance in Arabidopsis , 2005, Cell.

[34]  Jason S. Cumbie,et al.  High-Throughput Sequencing of Arabidopsis microRNAs: Evidence for Frequent Birth and Death of MIRNA Genes , 2007, PloS one.

[35]  D. Bartel MicroRNAs Genomics, Biogenesis, Mechanism, and Function , 2004, Cell.

[36]  Huan Wang,et al.  Prediction of trans-antisense transcripts in Arabidopsis thaliana , 2006, Genome Biology.

[37]  K. Nieselt,et al.  Open reading frames provide a rich pool of potential natural antisense transcripts in fungal genomes , 2005, Nucleic acids research.

[38]  Michael Zuker,et al.  DINAMelt web server for nucleic acid melting prediction , 2005, Nucleic Acids Res..

[39]  S. Gygi,et al.  Studies on the mechanism of RNAi-dependent heterochromatin assembly. , 2006, Cold Spring Harbor symposia on quantitative biology.

[40]  James C. Carrington,et al.  Specificity of ARGONAUTE7-miR390 Interaction and Dual Functionality in TAS3 Trans-Acting siRNA Formation , 2008, Cell.

[41]  P. Jeffrey,et al.  Regulation of Heterochromatic Silencing and Histone H 3 Lysine-9 Methylation by RNAi , 2002 .

[42]  Jason S. Cumbie,et al.  Genome-Wide Profiling and Analysis of Arabidopsis siRNAs , 2007, PLoS biology.

[43]  Ira M. Hall,et al.  Regulation of Heterochromatic Silencing and Histone H3 Lysine-9 Methylation by RNAi , 2002, Science.

[44]  M. Zuker,et al.  Prediction of hybridization and melting for double-stranded nucleic acids. , 2004, Biophysical journal.

[45]  Christopher M. Player,et al.  Large-Scale Sequencing Reveals 21U-RNAs and Additional MicroRNAs and Endogenous siRNAs in C. elegans , 2006, Cell.

[46]  Adam M. Gustafson,et al.  microRNA-Directed Phasing during Trans-Acting siRNA Biogenesis in Plants , 2005, Cell.

[47]  Erez Y. Levanon,et al.  Widespread occurrence of antisense transcription in the human genome , 2003, Nature Biotechnology.

[48]  E. Izaurralde,et al.  Quality control of gene expression: a stepwise assembly pathway for the surveillance complex that triggers nonsense-mediated mRNA decay. , 2006, Genes & development.

[49]  Shang Gao,et al.  A novel class of bacteria-induced small RNAs in Arabidopsis. , 2007, Genes & development.

[50]  M. Sioud,et al.  Systematic identification of sense-antisense transcripts in mammalian cells , 2004, Nature Biotechnology.

[51]  A. Agresti An introduction to categorical data analysis , 1997 .

[52]  Hailing Jin,et al.  A pathogen-inducible endogenous siRNA in plant immunity , 2006, Proceedings of the National Academy of Sciences.

[53]  D. Bartel,et al.  A diverse and evolutionarily fluid set of microRNAs in Arabidopsis thaliana. , 2006, Genes & development.

[54]  Cameron Johnson,et al.  CSRDB: a small RNA integrated database and browser resource for cereals , 2006, Nucleic Acids Res..

[55]  Manolis Kellis,et al.  Evolution, biogenesis, expression, and target predictions of a substantially expanded set of Drosophila microRNAs. , 2007, Genome research.