The rapid advancement of bioinformatics resources has significantly facilitated the analysis of non-coding RNAs (ncRNAs), leading to a transformative impact on our understanding of the regulatory functions carried out by these molecules within various cellular processes. Through manual literature curation, we have collected an extensive array of bioinformatics resources pertinent to various ncRNAs, and present ncHub, which contains a comprehensive compilation of 233 databases/webservers/tools catering to 46 types of ncRNAs.
Explore the resources now ...As can be seen from the figure, cell free RNA (cfRNA) is one of the earlier classes of ncRNA discovered (Szilágyi et al., 2020). cfRNA can be isolated from body fluids such as blood, urine, and cerebrospinal fluid (Stewart et al., 2018). Now the cfRNA has become an important tool in molecular biology and clinical research because it can provide information on gene expression, disease diagnosis, and treatment response. Before the 21st century, there were 33 different types of ncRNAs recorded in the literature, and 25 types of ncRNAs were newly discovered after 2000. Publications on rRNA, siRNA, miRNA, and tRNA are more extensive than other types of ncRNA, which may indicate that these RNA molecules have important regulatory functions. Furthermore, several kinds of ncRNAs have been studied for longer periods of time. tRNA and rRNA began to be studied relatively early, in 1959 and 1961 respectively (Smith et al, 1959; Aronson & McCarthy, 1961). The research directions of tRNA and rRNA include their structure, function, synthesis and regulation mechanism, etc. From its discovery to now, there are lots of researches to explore the possible association between tRNA and rRNA and diseases (Tuorto & Parlato, 2019).
In addition, publications on miRNAs and siRNAs have grown rapidly in the past few decades, even though they were discovered relatively late. miRNA and siRNA are two short-chain RNA molecules, both of which are non-coding RNAs, which play an important role in the RNA interference (RNAi) pathway (He & Hannon, 2004; Kurreck, 2009). These two RNA interference pathways are very important in the study of genetics, and are also research hotspots in recent years. Dysregulation of these two kinds of RNAs has been linked to the development and progression of various diseases. Besides, they have also been studied extensively in plants, where they play critical roles in plant development, stress responses, and defense against pathogens (Shukla et al., 2008).
New kinds of ncRNA molecules have been gradually discovered in recent years. For example, in 2010, researchers bidirectionally transcribed a new class of enhancer RNAs (eRNAs) within enhancer domains, and they observed that eRNA expression levels at neuronal enhancers were positively correlated with mRNA synthesis levels of nearby genes (Kim et al., 2010). In 2012, researchers discovered a class of small RNAs that play an important role in the repair of DNA double strand breaks (DSBs), and named them DSB-induced small RNAs (diRNAs) (Wei et al., 2012). In studying the development history of RNA, we will observe that the characteristics of many RNA species are similar. For example, lncRNAs include many RNA molecules with different functions. The newly proposed SPA lncRNA in 2016 is essentially a type of lncRNA. This is also one of the reasons why there are so many lncRNA publications so far (Wu et al., 2016). With the deepening of research, we will find more and more RNAs with different functions but similar structures, which may provide important ideas for subsequent RNA research.
Non-coding RNA interactomes mean that ncRNAs interact with biomolecules (DNAs, RNAs, and proteins). The ncRNA interactome is of great importance because ncRNAs account for 98% of all RNAs, regulate transcription and the expression of functional proteins, and participate in growth, development, differentiation, and reproduction (Chen et al., 2022). However, ncRNA interactomes have not been systematically described at present. Therefore, the authors categorize and summarize the ncRNA interactomes in this paper.
The larger category of ncRNA interactomes contains ncRNAs that interact with DNA, RNA, or proteins. The smaller category of ncRNA interactomes contains different types of ncRNAs that interact with DNA, coding or other ncRNAs, and proteins or protein complexes. The length of each proportion of the molecules indicates the richness of this type of ncRNA interaction. As shown in this figure, the most active ncRNA is mRNA. It can interact with almost all macromolecules and other ncRNAs. The multiple types of ncRNAs mainly interact with DNA, proteins, and chromatin. To interact with DNA and chromatin, ncRNAs can directly regulate the expression of targeted DNAs. To combine proteins, ncRNAs can form multiple ncRNA-protein complexes, which compile the cellular structure of organelles and perform regulatory functions in the cell.