Zahra Shafaque, Singh Ajeet, Poddar Nikita, Kumar Shailesh
Bioinformatics Laboratory, National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi 110067, India.
Comput Struct Biotechnol J. 2021 Sep 22;19:5278-5291. doi: 10.1016/j.csbj.2021.09.021. eCollection 2021.
The emergence of distinct classes of non-coding RNAs has led to better insights into the eukaryotic gene regulatory networks. Amongst them, the existence of transfer RNA (tRNA)-derived non-coding RNAs (tncRNAs) demands exploration in the plant kingdom. We have designed a methodology to uncover the entire perspective of tncRNAome in plants. Using this pipeline, we have identified diverse tncRNAs with a size ranging from 14 to 50 nucleotides (nt) by utilizing 2448 small RNA-seq samples from six angiosperms, and studied their various features, including length, codon-usage, cleavage pattern, and modified tRNA nucleosides. Codon-dependent generation of tncRNAs suggests that the tRNA cleavage is highly specific rather than random tRNA degradation. The nucleotide composition analysis of tncRNA cleavage positions indicates that they are generated through precise endoribonucleolytic cleavage machinery. Certain nucleoside modifications detected on tncRNAs were found to be conserved across the plants, and hence may influence tRNA cleavage, as well as tncRNA functions. Pathway enrichment analysis revealed that common tncRNA targets are majorly enriched during metabolic and developmental processes. Further distinct tissue-specific tncRNA clusters highlight their role in plant development. Significant number of tncRNAs differentially expressed under abiotic and biotic stresses highlights their potential role in stress resistance. In summary, this study has developed a platform that will help in the understanding of tncRNAs and their involvement in growth, development, and response to various stresses. The workflow, software package, and results are freely available at http://nipgr.ac.in/tncRNA.
不同类别的非编码RNA的出现,使我们对真核生物基因调控网络有了更深入的了解。其中,转运RNA(tRNA)衍生的非编码RNA(tncRNA)在植物界的存在值得探索。我们设计了一种方法来揭示植物中tncRNAome的全貌。利用这个流程,我们通过分析来自六种被子植物的2448个小RNA测序样本,鉴定出了大小从14到50个核苷酸(nt)不等的多种tncRNA,并研究了它们的各种特征,包括长度、密码子使用情况、切割模式和修饰的tRNA核苷。tncRNA的密码子依赖性生成表明,tRNA切割具有高度特异性,而不是随机的tRNA降解。tncRNA切割位点的核苷酸组成分析表明,它们是通过精确的核糖核酸内切酶切割机制产生的。在tncRNA上检测到的某些核苷修饰在植物中是保守的,因此可能影响tRNA切割以及tncRNA的功能。通路富集分析表明,常见的tncRNA靶标主要在代谢和发育过程中富集。进一步不同的组织特异性tncRNA簇突出了它们在植物发育中的作用。大量在非生物和生物胁迫下差异表达的tncRNA突出了它们在抗逆性中的潜在作用。总之,本研究开发了一个平台,将有助于理解tncRNA及其在生长、发育和对各种胁迫的反应中的作用。该工作流程、软件包和结果可在http://nipgr.ac.in/tncRNA上免费获取。