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Jouravleva K, Zamore PD. A guide to the biogenesis and functions of endogenous small non-coding RNAs in animals. Nat Rev Mol Cell Biol 2025; 26:347-370. [PMID: 39856370 DOI: 10.1038/s41580-024-00818-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/26/2024] [Indexed: 01/27/2025]
Abstract
Small non-coding RNAs can be categorized into two main classes: structural RNAs and regulatory RNAs. Structural RNAs, which are abundant and ubiquitously expressed, have essential roles in the maturation of pre-mRNAs, modification of rRNAs and the translation of coding transcripts. By contrast, regulatory RNAs are often expressed in a developmental-specific, tissue-specific or cell-type-specific manner and exert precise control over gene expression. Reductions in cost and improvements in the accuracy of high-throughput RNA sequencing have led to the identification of many new small RNA species. In this Review, we provide a broad discussion of the genomic origins, biogenesis and functions of structural small RNAs, including tRNAs, small nuclear RNAs (snRNAs), small nucleolar RNAs (snoRNAs), vault RNAs (vtRNAs) and Y RNAs as well as their derived RNA fragments, and of regulatory small RNAs, such as microRNAs (miRNAs), endogenous small interfering RNAs (siRNAs) and PIWI-interacting RNAs (piRNAs), in animals.
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Affiliation(s)
- Karina Jouravleva
- Laboratoire de Biologie et Modélisation de la Cellule, École Normale Supérieure de Lyon, CNRS UMR5239, Inserm U1293, Université Claude Bernard Lyon 1, Lyon, France.
| | - Phillip D Zamore
- RNA Therapeutics Institute and Howard Hughes Medical Institute, University of Massachusetts Chan Medical School, Worcester, MA, USA.
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Campo A, Aliquò F, Velletri T, Campo S. YRNAs: biosynthesis, structure, functions and involvment in cancer development. Discov Oncol 2025; 16:176. [PMID: 39945971 PMCID: PMC11825425 DOI: 10.1007/s12672-025-01957-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 02/07/2025] [Indexed: 02/16/2025] Open
Abstract
Y RNAs are a class of highly conserved small non-coding RNAs. Emerging evidences reported that Y RNAs and their Y RNA-derived small RNAs (YsRNAs) represent bioactive molecules and not simply structural RNAs involved in scaffolding and assembling. They can interact and regulate both localization and functions of several RNA-binding proteins implicated in a wide range of cellular processes such as DNA replication, RNA quality control and cellular stress responses. More evidences suggest functional involvement of Y RNAs in several type of disease such as cancer, immune related pathologies, neurological disorders and cardiovascular diseases. Nevertheless, there are many questions that still need to be answered for their functional and mechanistic understanding in a physiological and in a pathological context. In this review we will describe the current state of knowledge about YRNAs, their structure, biogenesis, functions and interaction with known proteins, as well their role in disease. The picture arising indicates their potential function as biomarkers for disease diagnosis, as well as therapeutical targets for building up tailored approaches in personalized medicine.
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Affiliation(s)
- Adele Campo
- Department of Clinical and Experimental Medicine, University of Messina, Policlinico Universitario, via Consolare Valeria, 1, 98125, Messina, Italy
| | - Federica Aliquò
- Department of Biomedical and Dental Sciences and Morphofunctional Images, University of Messina, Policlinico Universitario, via Consolare Valeria, 1, 98125, Messina, Italy
| | - Tania Velletri
- Department of Human Pathology of Adult and Childhood "Gaetano Barresi", University of Messina, Policlinico Universitario, via Consolare Valeria, 1, 98125, Messina, Italy.
| | - Salvatore Campo
- Department of Biomedical and Dental Sciences and Morphofunctional Images, University of Messina, Policlinico Universitario, via Consolare Valeria, 1, 98125, Messina, Italy
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Lima DDS, Amichi LJA, Fernandez MA, Constantino AA, Seixas FAV. NCYPred: A Bidirectional LSTM Network With Attention for Y RNA and Short Non-Coding RNA Classification. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2023; 20:557-565. [PMID: 34826297 DOI: 10.1109/tcbb.2021.3131136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Short non-coding RNAs (sncRNAs) are involved in multiple cellular processes and can be divided into dozens of classes. Among such classes, Y RNAs have been gaining attention, being essential factors for the initiation of DNA replication on vertebrates, as well as potential tumor biomarkers. Homologs have also been described in nematodes and insects, as well as related sequences in bacteria. Methods capable of accurately predicting Y RNA transcripts are lacking. In this work, we developed an attention-based LSTM network and built a classification model able to classify sncRNAs (including Y RNA) directly from nucleotide sequences. A dataset consisting of 45,447 sncRNA sequences, from a wide range of organisms, obtained from Rfam 14.3 was built. Performance evaluation demonstrated that our proposed method, NCYPred (Non-Coding/Y RNA Prediction), can accurately predict Y RNA sequences and their homologs, as well as 11 additional classes, achieving results comparable with state-of-the-art methods. We also demonstrate that applying t-SNE on learned sequence representations could be useful for sequence analysis. Our model is freely available as a web-server (https://www.gpea.uem.br/ncypred/).
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Leypold NA, Speicher MR. Evolutionary conservation in noncoding genomic regions. Trends Genet 2021; 37:903-918. [PMID: 34238591 DOI: 10.1016/j.tig.2021.06.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 05/25/2021] [Accepted: 06/07/2021] [Indexed: 12/28/2022]
Abstract
Humans may share more genomic commonalities with other species than previously thought. According to current estimates, ~5% of the human genome is functionally constrained, which is a much larger fraction than the ~1.5% occupied by annotated protein-coding genes. Hence, ~3.5% of the human genome comprises likely functional conserved noncoding elements (CNEs) preserved among organisms, whose common ancestors existed throughout hundreds of millions of years of evolution. As whole-genome sequencing emerges as a standard procedure in genetic analyses, interpretation of variations in CNEs, including the elucidation of mechanistic and functional roles, becomes a necessity. Here, we discuss the phenomenon of noncoding conservation via four dimensions (sequence, regulatory conservation, spatiotemporal expression, and structure) and the potential significance of CNEs in phenotype variation and disease.
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Affiliation(s)
- Nicole A Leypold
- Institute of Human Genetics, Diagnostic and Research Center for Molecular Biomedicine, Medical University of Graz, 8010 Graz, Austria.
| | - Michael R Speicher
- Institute of Human Genetics, Diagnostic and Research Center for Molecular Biomedicine, Medical University of Graz, 8010 Graz, Austria; BioTechMed-Graz, Graz, Austria.
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Y RNA: An Overview of Their Role as Potential Biomarkers and Molecular Targets in Human Cancers. Cancers (Basel) 2020; 12:cancers12051238. [PMID: 32423154 PMCID: PMC7281143 DOI: 10.3390/cancers12051238] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 05/03/2020] [Accepted: 05/07/2020] [Indexed: 12/12/2022] Open
Abstract
Y RNA are a class of small non-coding RNA that are largely conserved. Although their discovery was almost 40 years ago, their function is still under investigation. This is evident in cancer biology, where their role was first studied just a dozen years ago. Since then, only a few contributions were published, mostly scattered across different tumor types and, in some cases, also suffering from methodological limitations. Nonetheless, these sparse data may be used to make some estimations and suggest routes to better understand the role of Y RNA in cancer formation and characterization. Here we summarize the current knowledge about Y RNA in multiple types of cancer, also including a paragraph about tumors that might be included in this list in the future, if more evidence becomes available. The picture arising indicates that Y RNA might be useful in tumor characterization, also relying on non-invasive methods, such as the analysis of the content of extracellular vesicles (EV) that are retrieved from blood plasma and other bodily fluids. Due to the established role of Y RNA in DNA replication, it is possible to hypothesize their therapeutic targeting to inhibit cell proliferation in oncological patients.
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Duarte Junior FF, Bueno PSA, Pedersen SL, Rando FDS, Pattaro Júnior JR, Caligari D, Ramos AC, Polizelli LG, Lima AFDS, de Lima Neto QA, Krude T, Seixas FAV, Fernandez MA. Identification and characterization of stem-bulge RNAs in Drosophila melanogaster. RNA Biol 2019; 16:330-339. [PMID: 30666901 DOI: 10.1080/15476286.2019.1572439] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Non-coding Y RNAs and stem-bulge RNAs are homologous small RNAs in vertebrates and nematodes, respectively. They share a conserved function in the replication of chromosomal DNA in these two groups of organisms. However, functional homologues have not been found in insects, despite their common early evolutionary history. Here, we describe the identification and functional characterization of two sbRNAs in Drosophila melanogaster, termed Dm1 and Dm2. The genes coding for these two RNAs were identified by a computational search in the genome of D. melanogaster for conserved sequence motifs present in nematode sbRNAs. The predicted secondary structures of Dm1 and Dm2 partially resemble nematode sbRNAs and show stability in molecular dynamics simulations. Both RNAs are phylogenetically closer related to nematode sbRNAs than to vertebrate Y RNAs. Dm1, but not Dm2 sbRNA is abundantly expressed in D. melanogaster S2 cells and adult flies. Only Dm1, but not Dm2 sbRNA can functionally replace Y RNAs in a human cell-free DNA replication initiation system. Therefore, Dm1 is the first functional sbRNA described in insects, allowing future investigations into the physiological roles of sbRNAs in the genetically tractable model organism D. melanogaster.
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Affiliation(s)
| | - Paulo Sérgio Alves Bueno
- b Departamento de Tecnologia , Universidade Estadual de Maringá, campus Umuarama , Umuarama , Paraná , Brazil
| | - Sofia L Pedersen
- c Department of Zoology , University of Cambridge , Cambridge , UK
| | - Fabiana Dos Santos Rando
- d Center for Molecular, Structural and Functional Biology - CBM/COMCAP , Universidade Estadual de Maringá , Maringá , Paraná , Brazil
| | - José Renato Pattaro Júnior
- b Departamento de Tecnologia , Universidade Estadual de Maringá, campus Umuarama , Umuarama , Paraná , Brazil
| | - Daniel Caligari
- a Departamento de Biotecnologia, Genética e Biologia Celular , Universidade Estadual de Maringá , Maringá , Paraná , Brazil
| | - Anelise Cardoso Ramos
- a Departamento de Biotecnologia, Genética e Biologia Celular , Universidade Estadual de Maringá , Maringá , Paraná , Brazil
| | - Lorena Gomes Polizelli
- a Departamento de Biotecnologia, Genética e Biologia Celular , Universidade Estadual de Maringá , Maringá , Paraná , Brazil
| | | | - Quirino Alves de Lima Neto
- a Departamento de Biotecnologia, Genética e Biologia Celular , Universidade Estadual de Maringá , Maringá , Paraná , Brazil
| | - Torsten Krude
- c Department of Zoology , University of Cambridge , Cambridge , UK
| | | | - Maria Aparecida Fernandez
- a Departamento de Biotecnologia, Genética e Biologia Celular , Universidade Estadual de Maringá , Maringá , Paraná , Brazil
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Simon CR, Siviero F, Monesi N. Beyond DNA puffs: What can we learn from studying sciarids? Genesis 2016; 54:361-78. [PMID: 27178805 DOI: 10.1002/dvg.22946] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 05/11/2016] [Accepted: 05/12/2016] [Indexed: 11/07/2022]
Abstract
Members of the Sciaridae family attracted the interest of researchers because of the demonstration that the DNA puff regions, which are formed in the salivary gland polytene chromosomes at the end of the fourth larval instar, constitute sites of developmentally regulated gene amplification. Besides contributing to a deeper understanding of the process of gene amplification, the study of sciarids has also provided important insights on other biological processes such as sex determination, programmed cell death, insect immunity, telomere maintenance, and nucleolar organizing regions (NOR) formation. Open questions in sciarids include among others, early development, the role of noncoding RNAs in gene amplification and the relationship between gene amplification and transcription in DNA puff forming regions. These and other questions can now be pursued with next generation sequencing techniques and experiments using RNAi experiments, since this latter technique has been shown to be feasible in sciarids. These new perspectives in the field of sciarid biology open the opportunity to consolidate sciarid species as important emerging models. genesis 54:361-378, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Claudio Roberto Simon
- Departamento de Biologia Estrutural, Universidade Federal do Triângulo Mineiro-UFTM, Instituto de Ciências Biológicas e Naturais, Uberaba, MG, Brazil, CEP 38025-015
| | - Fábio Siviero
- Departamento de Biologia Celular e do Desenvolvimento, Universidade de São Paulo, Instituto de Ciências Biomédicas, São Paulo, SP, Brazil, CEP 05508-900
| | - Nadia Monesi
- Departamento de Análises Clínicas, Toxicológicas e Bromatológicas, Universidade de São Paulo, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Ribeirão Preto, SP, Brazil
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Kowalski MP, Krude T. Functional roles of non-coding Y RNAs. Int J Biochem Cell Biol 2015; 66:20-9. [PMID: 26159929 PMCID: PMC4726728 DOI: 10.1016/j.biocel.2015.07.003] [Citation(s) in RCA: 151] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Revised: 07/03/2015] [Accepted: 07/04/2015] [Indexed: 12/20/2022]
Abstract
Non-coding RNAs are involved in a multitude of cellular processes but the biochemical function of many small non-coding RNAs remains unclear. The family of small non-coding Y RNAs is conserved in vertebrates and related RNAs are present in some prokaryotic species. Y RNAs are also homologous to the newly identified family of non-coding stem-bulge RNAs (sbRNAs) in nematodes, for which potential physiological functions are only now emerging. Y RNAs are essential for the initiation of chromosomal DNA replication in vertebrates and, when bound to the Ro60 protein, they are involved in RNA stability and cellular responses to stress in several eukaryotic and prokaryotic species. Additionally, short fragments of Y RNAs have recently been identified as abundant components in the blood and tissues of humans and other mammals, with potential diagnostic value. While the number of functional roles of Y RNAs is growing, it is becoming increasingly clear that the conserved structural domains of Y RNAs are essential for distinct cellular functions. Here, we review the biochemical functions associated with these structural RNA domains, as well as the functional conservation of Y RNAs in different species. The existing biochemical and structural evidence supports a domain model for these small non-coding RNAs that has direct implications for the modular evolution of functional non-coding RNAs.
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Affiliation(s)
- Madzia P Kowalski
- Department of Zoology, University of Cambridge, Downing Street, Cambridge CB2 3EJ, United Kingdom
| | - Torsten Krude
- Department of Zoology, University of Cambridge, Downing Street, Cambridge CB2 3EJ, United Kingdom.
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