LncRNA的鉴定
长非编码RNA(lncRNA)是功能性非翻译分子,长度超过200个核苷酸,具有多种作用,例如染色质修饰,转录调控和蛋白质构象变化。 其实LncRNA并非严格意义的非编码RNA,越来越多的LncRNA被发现有sORF,编码少于100个氨基酸的微肽。
植物中的LncRNA数据库有:
GreeNC #包含常用的植物LncRNA的fasta序列,可以直接下载到本地使用。 [PlncRNADB][http://bis.zju.edu.cn/PlncRNADB/index.php] 支持物种少,拟南芥、玉米、毛果杨
LncRNA鉴定工具的综述 2020
LncRNA的预测:
植物LncRNA鉴定专用工具
- RNAplonc T.C. Negri, W.A.L. Alves, P.H. Bugatti, P.T.M. Saito, D.S. Domingues, A.R. Paschoal Pattern recognition analysis on long noncoding RNAs: a tool for prediction in plants Briefings in Bioinformatics’, 20 (2019), pp. 682-689
- CREMA C.M.A. Simopoulos, E.A. Weretilnyk, G.B. Golding Prediction of plant lncRNA by ensemble machine learning classifiers BMC Genomics, 19 (2018), p. 316
- PLIT S. Deshpande, J. Shuttleworth, J. Yang, S. Taramonli, M. England PLIT: An alignment-free computational tool for identification of long non-coding RNAs in plant transcriptomic datasets Comput Biol Med, 105 (2019), pp. 169-181
其他的LncRNA鉴定工具
- LGC(2019年发表) LGC用于预测LncRNA 动植物都可以使用 LGC的文章表明LGC的预测的鲁棒性和准确度要高于基于比对的算法 LGC基于ORF长度和GC含量之间的特征关系,与蛋白质编码RNA相比,来预测LncRNA
- CPC Kong L. et al. (2007) CPC: assess the protein-coding potential of transcripts using sequence features and support vector machine. Nucleic Acids Res., 35, W345–W349. (Web Server issue).
- COME Hu L. et al. (2017) COME: a robust coding potential calculation tool for lncRNA identification and characterization based on multiple features. Nucleic Acids Res., 45, e2.
- PhyloCSF Lin M.F. et al. (2011) PhyloCSF: a comparative genomics method to distinguish protein coding and non-coding regions. Bioinformatics, 27, i275–i282.
简单的LncRNA测序分析文章
2020《BMC genomics》LncRNA
LncRNA和miRNA相互作用 综述 Veneziano D., Marceca G.P., Di Bella S., Nigita G., Distefano R., Croce C.M. (2019) Investigating miRNA–lncRNA Interactions: Computational Tools and Resources. In: Laganà A. (eds) MicroRNA Target Identification. Methods in Molecular Biology, vol 1970. Humana Press, New York, NY. https://doi.org/10.1007/978-1-4939-9207-2_14