| Literature DB >> 31001302 |
Wei Zhao1,2, Shanshan Chu1, Yongqing Jiao1,2.
Abstract
Circular RNAs (circRNAs) are new endogenous non-coding RNA family members that arise during pre-mRNA splicing in a reversed order in which the 3' and 5' ends are covalently closed. Compared to the comprehensive investigation of circRNAs in animals, circRNA research in plants is still in its infancy. Genome-wide identification and characterization of circRNAs have recently been performed in several plant species. CircRNAs are ubiquitously expressed and abundant in plants. The expression of circRNAs is often dependent on cell-type, tissue, and developmental stage, and it is particularly stress-inducible in plants. CircRNAs might play important roles in various biological processes in plants, including development and the response to biotic and abiotic stresses. Here, we review the current literature and provide a brief overview of circRNAs and their research status in plants, as well as the bioinformatic tools and database resources for circRNA analysis.Entities:
Keywords: bioinformatics; circRNA; circular RNA; non-coding RNA; review
Year: 2019 PMID: 31001302 PMCID: PMC6454147 DOI: 10.3389/fpls.2019.00379
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Figure 1CircRNA biogenesis. (A) mRNA variants via alternative linear splicing. All mRNAs have polyA tails. (B) CircRNA variants formation via backsplicing.
Studies showing the genome-wide identification of circRNAs in plants.
| No | Year | Publication Details and Reference No. | Plant species | Number of circRNAs | Tissues/Developmental Stages | Approach | Stimuli/Biological Process | |
|---|---|---|---|---|---|---|---|---|
| Abiotic Stress | Biotic Stress | |||||||
| 1 | 2015 | Oryza sativa | 12,037 | Roots and shoots the following time | rRNA-depleted RNA-Seq | Pi-starvation | ||
| New Phytol. | (Rice) | |||||||
| 2 | 2015 | Oryza sativa | 2,354 | Panicles and mature leaves at the flowering time | rRNA-depleted/RNase R-treated RNA-Seq | |||
| RNA | (Rice) | |||||||
| 3 | 2017 | Oryza sativa | 2,806 | Roots of seedlings | rRNA-depleted/RNase R-treated RNA-Seq | |||
| RNA Biol. | (Rice) | |||||||
| 4 | 2015 | Arabidopsis thaliana | 6,012 | Leaves of 3–4 weeks old plants | rRNA-depleted RNA-Seq | Light | ||
| New Phytol. | ||||||||
| 5 | 2016 | Arabidopsis thaliana | 970 | NA | rRNA-depleted RNA-Seq | |||
| FEBS | ||||||||
| 6 | 2016 | Hordeumvulgare | 47 | Leaves and immature seeds at the growth stage 18 ± 2 days after anthesis | rRNA-depleted RNA-Seq | |||
| Frontiers in Plant Science | (Barley) | |||||||
| 7 | 2016 | Solanumlycopersicum | 854 | Mesocarp samples at mature green stage | rRNA-depleted RNA-Seq | Chilling | ||
| BBRC | (tomato) | |||||||
| 8 | 2017 | Triticum aestivum | 88 | Leaves of seedlings | rRNA-depleted/RNase R-treated RNA-Seq | Dehydration | ||
| Frontiers in Plant Science | (Wheat) | |||||||
| 9 | 2017 | Soybean | 5,367 | Leaves at mature green stage | rRNA-depleted RNA-Seq | Cotton bollworm | ||
| OCS | ||||||||
| 10 | 2017 | Kiwifruit | 3,582 | Leaf, root, and stem tissues of seedlings | rRNA-depleted RNA-Seq | |||
| Frontiers in Plant Science | ||||||||
| 11 | 2017 | Soybean | 5,372 | Leaf, root, and stem tissues of seedlings | rRNA-depleted RNA-Seq | |||
| Sci. Rep. | ||||||||
| 12 | 2017 | Solanumlycopersicum | 796 | Fruits | rRNA-depleted RNA-Seq | |||
| Sci. Rep. | (tomato) | |||||||
| 13 | 2018 | Maize | 2804 | B73 seedling leaves | rRNA-depleted RNA-Seq | |||
| New Phytol. | ||||||||
An overview of the bioinformatics tools available for the prediction of circRNAs.
| Tools | Latest version | Mapper | Websites | Reference |
|---|---|---|---|---|
| circRNA finder | N/A | STAR | https://github.com/orzechoj/circRNA_finder | |
| CIRCexplorer | 1.1.10 | Bowtie1 and 2 | https://github.com/YangLab/CIRCexplorer | |
| CIRI | 1.2 | Bwa | https://sourceforge.net/projects/ciri/files/ | |
| find circ | v2 | Bowtie2 | https://github.com/marvin-jens/find_circ | |
| Mapsplice | 2.2.1 | Bowtie1 | ||
| circseq-cup | 1.0 | STAR | http://ibi.zju.edu.cn/bioinplant/tools/circseq-cup.htm | |
| KNIFE | 1.4 | Bowtie, Bowtie2 | https://github.com/lindaszabo/KNIFE | |
| Segemehl | 0.2.0 | Segemehl | ||
| UROBORUS | 0.0.2 | Bowtie, Bowtie2, tophat2 | http://uroborus.openbioinformatics.org/en/latest/ |
Public circRNA databases.
| Name | Species | Description/Main Features | Website | Reference |
|---|---|---|---|---|
| circ2Traits | A comprehensive database for circRNA potentially associated with disease and traits in humans. | http://gyanxet-beta.com/circdb/ | ||
| Not plant-specific. | ||||
| nc2Cancer | A comprehensive association between ncRNAs and cancer in humans. | |||
| Not plant-specific. | ||||
| circBase | A comprehensive database of animal circRNAs. | |||
| M. musculus, | Not plant-specific. | |||
| D. melanogaster, | ||||
| C. elegans, | ||||
| L. chalumnae, | ||||
| L. menadoensis | ||||
| starBase v2.0 | A comprehensive database of CLIP-Seq experimentally supported miRNA-ceRNA, miRNA-ncRNA and protein-RNA interaction networks. | http://starbase.sysu.edu.cn | ||
| M. musculus, | Not plant-specific. | |||
| C. elegans | ||||
| CircNet | A database of tissue-specific circRNA expression profiles and circRNA-miRNA-gene regulatory networks in humans. | http://circnet.mbc.nctu.edu.tw/ | ||
| Not plant-specific. | ||||
| deepBase v2.0 | An integrated knowledge database with comprehensive collection and annotation of non-coding RNAs including small RNAs, LncRNAs, and circRNAs. | http://biocenter.sysu.edu.cn/deepBase/ | ||
| M. musculus, | Not plant-specific. | |||
| C. elegans | ||||
| CircInteractome | Interaction of circRNAs and proteins and microRNAs in humans. | http://circinteractome.nia.nih.gov | ||
| Not plant-specific. | ||||
| circRNADb | Human circular RNAs with protein-coding annotations. | http://reprod.njmu.edu.cn/circrnadb/circRNADb.php | ||
| Not plant-specific. | ||||
| PlantcircBase 3.0 | A comprehensive database of plant circRNAs. | http://ibi.zju.edu.cn/plantcircbase/index.php | ||
| A. thaliana | Plant-specific. | |||
| Z. mays | ||||
| S. lycopersicum | ||||
| G. max | ||||
| C. sinensis | ||||
| G. arboreum | ||||
| G. hirsutum | ||||
| G. raimondii | ||||
| P. trifoliata | ||||
| S. tuberosum | ||||
| T. aestivum | ||||
| H. vulgare |