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Luo N, Huang Q, Zhang M, Yi C. Functions and therapeutic applications of pseudouridylation. Nat Rev Mol Cell Biol 2025:10.1038/s41580-025-00852-1. [PMID: 40394244 DOI: 10.1038/s41580-025-00852-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2025] [Indexed: 05/22/2025]
Abstract
The success of using pseudouridine (Ψ) and its methylation derivative in mRNA vaccines against SARS-CoV-2 has sparked a renewed interest in this RNA modification, known as the 'fifth nucleotide' of RNA. In this Review, we discuss the emerging functions of pseudouridylation in gene regulation, focusing on how pseudouridine in mRNA, tRNA and ribosomal RNA (rRNA) regulates translation. We also discuss the effects of pseudouridylation on RNA secondary structure, pre-mRNA splicing, and in vitro mRNA stability. In addition to nuclear-genome-encoded RNAs, pseudouridine is also present in mitochondria-encoded rRNA, mRNA and tRNA, where it has different distributions and functions compared with their nuclear counterparts. We then discuss the therapeutic potential of programmable pseudouridylation and mRNA vaccine optimization through pseudouridylation. Lastly, we briefly describe the latest quantitative pseudouridine detection methods. We posit that pseudouridine is a highly promising modification that merits further epitranscriptomics investigation and therapeutic application.
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Affiliation(s)
- Nan Luo
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing, China
| | - Qiang Huang
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing, China
| | - Meiling Zhang
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing, China
- College of Biological Sciences, China Agricultural University, Beijing, China
| | - Chengqi Yi
- State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing, China.
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, China.
- Beijing Advanced Center of RNA Biology (BEACON), Peking University, Beijing, China.
- Department of Chemical Biology and Synthetic and Functional Biomolecules Center, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.
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2
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De S, Zhou M, Brown ZP, Burton-Smith RN, Hashem Y, Pestova TV, Hellen CUT, Frank J. Inconsistencies in the published rabbit ribosomal rRNAs: a proposal for uniformity in sequence and site numbering. RNA (NEW YORK, N.Y.) 2025; 31:781-790. [PMID: 40050069 DOI: 10.1261/rna.080294.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 02/24/2025] [Indexed: 03/12/2025]
Abstract
Examination of all publicly available Oryctolagus cuniculus (rabbit) ribosome cryo-EM structures reveals numerous confusing inconsistencies. First, there are a plethora of single-nucleotide differences among the various rabbit 28S and 18S rRNA structures. Second, two nucleotides are absent from the NCBI Reference Sequence for the 18S rRNA gene. Moving forward, we propose using the Broad Institute's rabbit whole-genome shotgun sequence and numbering to reduce modeling ambiguity and improve consistency between ribosome models.
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Affiliation(s)
- Swastik De
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, New York 10032, USA
| | - Michelle Zhou
- Irvington High School, Irvington, New York 10533, USA
| | - Zuben P Brown
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, New York 10032, USA
| | - Raymond N Burton-Smith
- Exploratory Research Center on Life and Living Systems (ExCELLS), National Institutes of Natural Sciences, Okazaki, Aichi 444-8787, Japan
| | - Yaser Hashem
- Institut Européen de Chimie et Biologie, U1212 Inserm, Université de Bordeaux, 33607 Pessac, France
| | - Tatyana V Pestova
- Department of Cell Biology, SUNY Downstate Medical Center, Brooklyn, New York 11203, USA
| | - Christopher U T Hellen
- Department of Cell Biology, SUNY Downstate Medical Center, Brooklyn, New York 11203, USA
| | - Joachim Frank
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, New York 10032, USA
- Department of Biological Sciences, Columbia University, New York, New York 10027, USA
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3
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Artika IM, Arianti R, Demény MÁ, Kristóf E. RNA modifications and their role in gene expression. Front Mol Biosci 2025; 12:1537861. [PMID: 40351534 PMCID: PMC12061695 DOI: 10.3389/fmolb.2025.1537861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Accepted: 04/02/2025] [Indexed: 05/14/2025] Open
Abstract
Post-transcriptional RNA modifications have recently emerged as critical regulators of gene expression programs. Understanding normal tissue development and disease susceptibility requires knowledge of the various cellular mechanisms which control gene expression in multicellular organisms. Research into how different RNA modifications such as in N6-methyladenosine (m6A), inosine (I), 5-methylcytosine (m5C), pseudouridine (Ψ), 5-hydroxymethylcytosine (hm5C), N1-methyladenosine (m1A), N6,2'-O-dimethyladenosine (m6Am), 2'-O-methylation (Nm), N7-methylguanosine (m7G) etc. affect the expression of genes could be valuable. This review highlights the current understanding of RNA modification, methods used to study RNA modification, types of RNA modification, and molecular mechanisms underlying RNA modification. The role of RNA modification in modulating gene expression in both physiological and diseased states is discussed. The potential applications of RNA modification in therapeutic development are elucidated.
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Affiliation(s)
- I. Made Artika
- Department of Biochemistry, Faculty of Mathematics and Natural Sciences, Bogor Agricultural University, Bogor, Indonesia
| | - Rini Arianti
- Laboratory of Cell Biochemistry, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
- Universitas Muhammadiyah Bangka Belitung, Pangkalpinang, Indonesia
| | - Máté Á. Demény
- Department of Medical Chemistry, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Endre Kristóf
- Laboratory of Cell Biochemistry, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
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4
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Howard GC, Tansey WP. Ribosome-directed cancer therapies: the tip of the iceberg? Trends Pharmacol Sci 2025; 46:303-310. [PMID: 40044536 PMCID: PMC11972149 DOI: 10.1016/j.tips.2025.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Revised: 02/03/2025] [Accepted: 02/10/2025] [Indexed: 03/09/2025]
Abstract
Ribosomes and ribosome biogenesis (RiBi) are universally corrupted in cancer, fueling the high rates of translation that sustain malignancy and creating opportunities for discriminating therapeutic intervention. Despite longstanding recognition of the promise of ribosome-directed cancer therapies, only a handful of such agents have been used in the clinic, and with limited success, and the true potential of this approach is unknown. In the past few years, however, understanding of cancer ribosome specialization and the intricacies of RiBi have advanced dramatically, opening opportunities that could not be imagined when existing agents were discovered. Here, we discuss the rationale for targeting ribosomes to treat cancer, review the limitations of current agents, and highlight an important set of recent discoveries we propose could be exploited to discover molecularly-targeted ribosome-directed cancer therapeutics.
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Affiliation(s)
- Gregory C Howard
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - William P Tansey
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN 37232, USA.
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5
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Hamar R, Varga M. The zebrafish ( Danio rerio) snoRNAome. NAR Genom Bioinform 2025; 7:lqaf013. [PMID: 40046902 PMCID: PMC11880993 DOI: 10.1093/nargab/lqaf013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 02/08/2025] [Accepted: 02/14/2025] [Indexed: 04/16/2025] Open
Abstract
Small nucleolar RNAs (snoRNAs) are one of the most abundant and evolutionary ancient group of functional non-coding RNAs. They were originally described as guides of post-transcriptional rRNA modifications, but emerging evidence suggests that snoRNAs fulfil an impressive variety of cellular functions. To reveal the true complexity of snoRNA-dependent functions, we need to catalogue first the complete repertoire of snoRNAs in a given cellular context. While the systematic mapping and characterization of "snoRNAomes" for some species have been described recently, this has not been done hitherto for the zebrafish (Danio rerio). Using size-fractionated RNA sequencing data from adult zebrafish tissues, we created an interactive "snoRNAome" database for this species. Our custom-designed analysis pipeline allowed us to identify with high-confidence 67 previously unannotated snoRNAs in the zebrafish genome, resulting in the most complete set of snoRNAs to date in this species. Reanalyzing multiple previously published datasets, we also provide evidence for the dynamic expression of some snoRNAs during the early stages of zebrafish development and tissue-specific expression patterns for others in adults. To facilitate further investigations into the functions of snoRNAs in zebrafish, we created a novel interactive database, snoDanio, which can be used to explore small RNA expression from transcriptomic data.
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Affiliation(s)
- Renáta Hamar
- Department of Genetics, ELTE Eötvös Loránd University, Budapest, 1117, Hungary
| | - Máté Varga
- Department of Genetics, ELTE Eötvös Loránd University, Budapest, 1117, Hungary
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6
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Kim HS, Eun JW, Jang SH, Kim JY, Jeong JY. The diverse landscape of RNA modifications in cancer development and progression. Genes Genomics 2025; 47:135-155. [PMID: 39643826 DOI: 10.1007/s13258-024-01601-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Accepted: 11/22/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND RNA modifications, a central aspect of epitranscriptomics, add a regulatory layer to gene expression by modifying RNA function without altering nucleotide sequences. These modifications play vital roles across RNA species, influencing RNA stability, translation, and interaction dynamics, and are regulated by specific enzymes that add, remove, and interpret these chemical marks. OBJECTIVE This review examines the role of aberrant RNA modifications in cancer progression, exploring their potential as diagnostic and prognostic biomarkers and as therapeutic targets. We focus on how altered RNA modification patterns impact oncogenes, tumor suppressor genes, and overall tumor behavior. METHODS We performed an in-depth analysis of recent studies and advances in RNA modification research, highlighting key types and functions of RNA modifications and their roles in cancer biology. Studies involving preclinical models targeting RNA-modifying enzymes were reviewed to assess therapeutic efficacy and potential clinical applications. RESULTS Aberrant RNA modifications were found to significantly influence cancer initiation, growth, and metastasis. Dysregulation of RNA-modifying enzymes led to altered gene expression profiles in oncogenes and tumor suppressors, correlating with tumor aggressiveness, patient outcomes, and response to immunotherapy. Notably, inhibitors of these enzymes demonstrated potential in preclinical models by reducing tumor growth and enhancing the efficacy of existing cancer treatments. CONCLUSIONS RNA modifications present promising avenues for cancer diagnosis, prognosis, and therapy. Understanding the mechanisms of RNA modification dysregulation is essential for developing targeted treatments that improve patient outcomes. Further research will deepen insights into these pathways and support the clinical translation of RNA modification-targeted therapies.
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Affiliation(s)
- Hyung Seok Kim
- Department of Biochemistry, Kosin University College of Medicine, Seo-Gu, Busan, 49267, South Korea
| | - Jung Woo Eun
- Department of Gastroenterology, Ajou University School of Medicine, 164 Worldcup-Ro, Yeongtong-Gu, Suwon, 16499, South Korea
| | - Se Ha Jang
- Department of Gastroenterology, Ajou University School of Medicine, 164 Worldcup-Ro, Yeongtong-Gu, Suwon, 16499, South Korea
| | - Ji Yun Kim
- Department of Biochemistry, Kosin University College of Medicine, Seo-Gu, Busan, 49267, South Korea
| | - Jee-Yeong Jeong
- Department of Biochemistry, Kosin University College of Medicine, Seo-Gu, Busan, 49267, South Korea.
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7
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Wiechert F, Unbehaun A, Sprink T, Seibel H, Bürger J, Loerke J, Mielke T, Diebolder C, Schacherl M, Spahn CT. Visualizing the modification landscape of the human 60S ribosomal subunit at close to atomic resolution. Nucleic Acids Res 2025; 53:gkae1191. [PMID: 39658079 PMCID: PMC11724314 DOI: 10.1093/nar/gkae1191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 11/09/2024] [Accepted: 11/18/2024] [Indexed: 12/12/2024] Open
Abstract
Chemical modifications of ribosomal RNAs (rRNAs) and proteins expand their topological repertoire, and together with the plethora of bound ligands, fine-tune ribosomal function. Detailed knowledge of this natural composition provides important insights into ribosome genesis and function and clarifies some aspects of ribosomopathies. The discovery of new structural properties and functional aspects of ribosomes has gone hand in hand with cryo-electron microscopy (cryo-EM) and its technological development. In line with the ability to visualize atomic details - a prerequisite for identifying chemical modifications and ligands in cryo-EM maps - in this work we present the structure of the 60S ribosomal subunit from HeLa cells at the very high global resolution of 1.78 Å. We identified 113 rRNA modifications and four protein modifications including uL2-Hisβ-ox216, which stabilizes the local structure near the peptidyl transferase centre via an extended hydrogen-bonding network. We can differentiate metal ions Mg2+ and K+, polyamines spermine, spermidine and putrescine and identify thousands of water molecules binding to the 60S subunit. Approaching atomic resolution cryo-EM has become a powerful tool to examine fine details of macromolecular structures that will expand our knowledge about translation and other biological processes in the future and assess the variability of the chemical space due to differences between species/tissues or varying physicochemical environment.
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MESH Headings
- Humans
- Cryoelectron Microscopy
- HeLa Cells
- RNA, Ribosomal/chemistry
- RNA, Ribosomal/metabolism
- RNA, Ribosomal/genetics
- RNA, Ribosomal/ultrastructure
- Ribosome Subunits, Large, Eukaryotic/chemistry
- Ribosome Subunits, Large, Eukaryotic/ultrastructure
- Ribosome Subunits, Large, Eukaryotic/metabolism
- Models, Molecular
- Ribosomal Proteins/chemistry
- Ribosomal Proteins/metabolism
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Affiliation(s)
- Franziska Wiechert
- Institute of Medical Physics and Biophysics, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Anett Unbehaun
- Institute of Medical Physics and Biophysics, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Thiemo Sprink
- Core Facility for Cryo-Electron Microscopy (CFcryoEM), Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Robert-Rössle-Str. 10, 13125 Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Cryo-EM, Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Helena Seibel
- Institute of Medical Physics and Biophysics, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Jörg Bürger
- Institute of Medical Physics and Biophysics, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Justus Loerke
- Institute of Medical Physics and Biophysics, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Thorsten Mielke
- Microscopy and Cryo-Electron Microscopy Service Group, Max Planck Institute for Molecular Genetics, Ihnestr. 63-73, 14195 Berlin, Germany
| | - Christoph A Diebolder
- Core Facility for Cryo-Electron Microscopy (CFcryoEM), Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Robert-Rössle-Str. 10, 13125 Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Cryo-EM, Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Magdalena Schacherl
- Institute of Medical Physics and Biophysics, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Christian M T Spahn
- Institute of Medical Physics and Biophysics, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany
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8
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Milenkovic I, Cruciani S, Llovera L, Lucas MC, Medina R, Pauli C, Heid D, Muley T, Schneider MA, Klotz LV, Allgäuer M, Lattuca R, Lafontaine DLJ, Müller-Tidow C, Novoa EM. Epitranscriptomic rRNA fingerprinting reveals tissue-of-origin and tumor-specific signatures. Mol Cell 2025; 85:177-190.e7. [PMID: 39662470 DOI: 10.1016/j.molcel.2024.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 09/13/2024] [Accepted: 11/08/2024] [Indexed: 12/13/2024]
Abstract
Mammalian ribosomal RNA (rRNA) molecules are highly abundant RNAs, decorated with over 220 rRNA modifications. Previous works have shown that some rRNA modification types can be dynamically regulated; however, how and when the mammalian rRNA modification landscape is remodeled remains largely unexplored. Here, we employ direct RNA sequencing to chart the human and mouse rRNA epitranscriptome across tissues, developmental stages, cell types, and disease. Our analyses reveal multiple rRNA sites that are differentially modified in a tissue- and/or developmental stage-specific manner, including previously unannotated modified sites. We demonstrate that rRNA modification patterns can be used for tissue and cell-type identification, which we hereby term "epitranscriptomic fingerprinting." We then explore rRNA modification patterns in normal-tumor matched samples from lung cancer patients, finding that epitranscriptomic fingerprinting accurately classifies clinical samples into normal and tumor groups from only 250 reads per sample, demonstrating the potential of rRNA modifications as diagnostic biomarkers.
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Affiliation(s)
- Ivan Milenkovic
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain; Universitat Pompeu Fabra (UPF), Barcelona 08003, Spain
| | - Sonia Cruciani
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain; Universitat Pompeu Fabra (UPF), Barcelona 08003, Spain
| | - Laia Llovera
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain
| | - Morghan C Lucas
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain; Universitat Pompeu Fabra (UPF), Barcelona 08003, Spain
| | - Rebeca Medina
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain
| | - Cornelius Pauli
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg 69120, Germany; Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory (EMBL), Heidelberg 69117, Germany; Division of Mechanisms Regulation Gene Expression, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Daniel Heid
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg 69120, Germany; Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory (EMBL), Heidelberg 69117, Germany; Division of Mechanisms Regulation Gene Expression, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Thomas Muley
- Translational Lung Research Center (TLRC-H), German Center for Lung Research (DZL), Heidelberg 69120, Germany; Translational Research Unit and Lung Biobank Heidelberg, Thoraxklinik at Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Marc A Schneider
- Translational Lung Research Center (TLRC-H), German Center for Lung Research (DZL), Heidelberg 69120, Germany; Translational Research Unit and Lung Biobank Heidelberg, Thoraxklinik at Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Laura V Klotz
- Department of Surgery, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Allgäuer
- Institute of Pathology, Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Ruben Lattuca
- RNA Molecular Biology, Fonds de la Recherche Scientifique (F.R.S./FNRS), Université libre de Bruxelles (ULB), Biopark campus, 6041 Gosselies, Belgium
| | - Denis L J Lafontaine
- RNA Molecular Biology, Fonds de la Recherche Scientifique (F.R.S./FNRS), Université libre de Bruxelles (ULB), Biopark campus, 6041 Gosselies, Belgium
| | - Carsten Müller-Tidow
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg 69120, Germany; Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory (EMBL), Heidelberg 69117, Germany
| | - Eva Maria Novoa
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona 08003, Spain; Universitat Pompeu Fabra (UPF), Barcelona 08003, Spain; ICREA, Passeig Lluís Companys 23, Barcelona 08010, Spain.
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9
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Wu H, Chen S, Li X, Li Y, Shi H, Qing Y, Shi B, Tang Y, Yan Z, Hao Y, Wang D, Liu W. RNA modifications in cancer. MedComm (Beijing) 2025; 6:e70042. [PMID: 39802639 PMCID: PMC11718328 DOI: 10.1002/mco2.70042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 11/12/2024] [Accepted: 11/14/2024] [Indexed: 01/16/2025] Open
Abstract
RNA modifications are emerging as critical cancer regulators that influence tumorigenesis and progression. Key modifications, such as N6-methyladenosine (m6A) and 5-methylcytosine (m5C), are implicated in various cellular processes. These modifications are regulated by proteins that write, erase, and read RNA and modulate RNA stability, splicing, translation, and degradation. Recent studies have highlighted their roles in metabolic reprogramming, signaling pathways, and cell cycle control, which are essential for tumor proliferation and survival. Despite these scientific advances, the precise mechanisms by which RNA modifications affect cancer remain inadequately understood. This review comprehensively examines the role RNA modifications play in cancer proliferation, metastasis, and programmed cell death, including apoptosis, autophagy, and ferroptosis. It explores their effects on epithelial-mesenchymal transition (EMT) and the immune microenvironment, particularly in cancer metastasis. Furthermore, RNA modifications' potential in cancer therapies, including conventional treatments, immunotherapy, and targeted therapies, is discussed. By addressing these aspects, this review aims to bridge current research gaps and underscore the therapeutic potential of targeting RNA modifications to improve cancer treatment strategies and patient outcomes.
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Affiliation(s)
- Han Wu
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Shi Chen
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Xiang Li
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Yuyang Li
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - He Shi
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Yiwen Qing
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
| | - Bohe Shi
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Yifei Tang
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Zhuoyi Yan
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Yang Hao
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Dongxu Wang
- Laboratory Animal CenterCollege of Animal ScienceJilin University, ChangchunJilin provinceChina
| | - Weiwei Liu
- Department of Oral and Maxillofacial SurgeryHospital of StomatologyJilin University, ChangchunJilin provinceChina
- Jilin Provincial Key Laboratory of Tooth Development and Bone RemodelingHospital of StomatologyJilin University, ChangchunJilin provincleChina
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10
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Verma AK, Roy B, Dwivedi Y. Decoding the molecular script of 2'-O-ribomethylation: Implications across CNS disorders. Heliyon 2024; 10:e39036. [PMID: 39524798 PMCID: PMC11550049 DOI: 10.1016/j.heliyon.2024.e39036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 09/17/2024] [Accepted: 10/04/2024] [Indexed: 11/16/2024] Open
Abstract
Emerging evidence underscores the critical role of impaired mRNA translation in various neurobiological conditions. Ribosomal RNA (rRNA), essential for protein synthesis, undergoes crucial post-transcriptional modifications such as 2'-O-ribose methylation, pseudouridylation, and base modifications. These modifications, particularly 2'-O-ribose methylation is vital for stabilizing rRNA structures and optimizing translation efficiency by regulating RNA integrity and its interactions with proteins. Concentrated in key regions like decoding sites and the peptidyl transferase center, dysregulation of these modifications can disrupt ribosomal function, contributing to the pathogenesis of diverse neurological conditions, including mental health disorders, developmental abnormalities, and neurodegenerative diseases. Mechanistically, 2'-O-ribose methylation involves interactions between small nucleolar RNAs (snoRNAs), snoRNPs, and fibrillarin, forming a complex regulatory network crucial for maintaining ribosomal integrity and function. Recent research highlights the association of defective ribosome biogenesis with a spectrum of CNS disorders, emphasizing the importance of understanding rRNA mechanisms in disease pathology. This review focuses on the pivotal role of 2'-O-ribose methylation in shaping ribosomal function and its potential implications for unraveling the pathophysiology of CNS disorders. Insights gained from studying these RNA modifications could pave the way for new therapeutic strategies targeting ribosomal dysfunction and associated neuropathological conditions, advancing precision medicine and therapeutic interventions.
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Affiliation(s)
- Anuj K. Verma
- Department of Psychiatry and Behavioral Neurobiology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Bhaskar Roy
- Department of Psychiatry and Behavioral Neurobiology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Yogesh Dwivedi
- Department of Psychiatry and Behavioral Neurobiology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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11
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De S, Zhou M, Brown ZP, Burton-Smith RN, Hashem Y, Pestova T, Hellen CUT, Frank J. Inconsistencies in the published rabbit ribosomal rRNAs: a proposal for uniformity in sequence and site numbering. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.11.617640. [PMID: 39416079 PMCID: PMC11482936 DOI: 10.1101/2024.10.11.617640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Examination of all publicly available Oryctolagus cuniculus (rabbit) ribosome cryo-EM structures reveals numerous confusing inconsistencies. First, there are a plethora of single nucleotide differences among the various rabbit 28S and 18S rRNA structures. Second, two nucleotides are absent from the NCBI Reference Sequence for the 18S rRNA gene. Moving forward, we propose using the Broad Institute's rabbit whole genome shotgun sequence and numbering to reduce modeling ambiguity and improve consistency between ribosome models.
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12
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Malka-Tunitsky N, Sas-Chen A. Role of RNA modifications in cancer metastasis. Curr Opin Genet Dev 2024; 87:102232. [PMID: 39047587 DOI: 10.1016/j.gde.2024.102232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2024] [Revised: 06/26/2024] [Accepted: 07/05/2024] [Indexed: 07/27/2024]
Abstract
The epitranscriptome encompasses over 170 post-transcriptional modifications found in various RNA species. RNA modifications play pivotal roles in regulating gene expression by shaping RNA structure and function, implicating the epitranscriptome in diverse biological processes, including pathology progression. This review focuses on research elucidating the roles of the epitranscriptome in cancer metastasis. Metastasis, a primary cause of solid tumor patient mortality, involves a multistep process whereby tumor cells migrate from a primary tumor to distant secondary organs. We discuss RNA modifications found on rRNA, tRNA, and mRNA, highlighting their roles in different stages of metastasis. Understanding mechanisms by which modifications regulate molecular and cellular processes during metastasis is crucial for leveraging epitranscriptomic signatures in cancer diagnosis and treatment.
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Affiliation(s)
- Nofar Malka-Tunitsky
- The Shmunis School of Biomedicine and Cancer Research, The George S. Wise Faculty of Life Sciences, Tel Aviv University, 6195001 Tel Aviv, Israel. https://twitter.com/@Nofar_MalkaTun
| | - Aldema Sas-Chen
- The Shmunis School of Biomedicine and Cancer Research, The George S. Wise Faculty of Life Sciences, Tel Aviv University, 6195001 Tel Aviv, Israel.
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13
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Holvec S, Barchet C, Lechner A, Fréchin L, De Silva SNT, Hazemann I, Wolff P, von Loeffelholz O, Klaholz BP. The structure of the human 80S ribosome at 1.9 Å resolution reveals the molecular role of chemical modifications and ions in RNA. Nat Struct Mol Biol 2024; 31:1251-1264. [PMID: 38844527 DOI: 10.1038/s41594-024-01274-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 03/14/2024] [Indexed: 08/17/2024]
Abstract
The ribosomal RNA of the human protein synthesis machinery comprises numerous chemical modifications that are introduced during ribosome biogenesis. Here we present the 1.9 Å resolution cryo electron microscopy structure of the 80S human ribosome resolving numerous new ribosomal RNA modifications and functionally important ions such as Zn2+, K+ and Mg2+, including their associated individual water molecules. The 2'-O-methylation, pseudo-uridine and base modifications were confirmed by mass spectrometry, resulting in a complete investigation of the >230 sites, many of which could not be addressed previously. They choreograph key interactions within the RNA and at the interface with proteins, including at the ribosomal subunit interfaces of the fully assembled 80S ribosome. Uridine isomerization turns out to be a key mechanism for U-A base pair stabilization in RNA in general. The structural environment of chemical modifications and ions is primordial for the RNA architecture of the mature human ribosome, hence providing a structural framework to address their role in healthy states and in human diseases.
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Affiliation(s)
- Samuel Holvec
- Centre for Integrative Biology, Department of Integrated Structural Biology, Institute of Genetics and of Molecular and Cellular Biology, Illkirch, France
- Centre National de la Recherche Scientifique UMR, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, Illkirch, France
- Université de Strasbourg, Strasbourg, France
| | - Charles Barchet
- Centre for Integrative Biology, Department of Integrated Structural Biology, Institute of Genetics and of Molecular and Cellular Biology, Illkirch, France
- Centre National de la Recherche Scientifique UMR, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, Illkirch, France
- Université de Strasbourg, Strasbourg, France
| | - Antony Lechner
- Centre for Integrative Biology, Department of Integrated Structural Biology, Institute of Genetics and of Molecular and Cellular Biology, Illkirch, France
- Centre National de la Recherche Scientifique UMR, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, Illkirch, France
- Université de Strasbourg, Strasbourg, France
- Architecture et Réactivité de l'ARN, CNRS UPR9002, Institute of Molecular and Cellular Biology, Université de Strasbourg, Strasbourg, France
| | - Léo Fréchin
- Centre for Integrative Biology, Department of Integrated Structural Biology, Institute of Genetics and of Molecular and Cellular Biology, Illkirch, France
- Centre National de la Recherche Scientifique UMR, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, Illkirch, France
- Université de Strasbourg, Strasbourg, France
| | - S Nimali T De Silva
- Centre for Integrative Biology, Department of Integrated Structural Biology, Institute of Genetics and of Molecular and Cellular Biology, Illkirch, France
- Centre National de la Recherche Scientifique UMR, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, Illkirch, France
- Université de Strasbourg, Strasbourg, France
| | - Isabelle Hazemann
- Centre for Integrative Biology, Department of Integrated Structural Biology, Institute of Genetics and of Molecular and Cellular Biology, Illkirch, France
- Centre National de la Recherche Scientifique UMR, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, Illkirch, France
- Université de Strasbourg, Strasbourg, France
| | - Philippe Wolff
- Architecture et Réactivité de l'ARN, CNRS UPR9002, Institute of Molecular and Cellular Biology, Université de Strasbourg, Strasbourg, France
| | - Ottilie von Loeffelholz
- Centre for Integrative Biology, Department of Integrated Structural Biology, Institute of Genetics and of Molecular and Cellular Biology, Illkirch, France
- Centre National de la Recherche Scientifique UMR, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, Illkirch, France
- Université de Strasbourg, Strasbourg, France
| | - Bruno P Klaholz
- Centre for Integrative Biology, Department of Integrated Structural Biology, Institute of Genetics and of Molecular and Cellular Biology, Illkirch, France.
- Centre National de la Recherche Scientifique UMR, Illkirch, France.
- Institut National de la Santé et de la Recherche Médicale, Illkirch, France.
- Université de Strasbourg, Strasbourg, France.
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14
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López J, Blanco S. Exploring the role of ribosomal RNA modifications in cancer. Curr Opin Genet Dev 2024; 86:102204. [PMID: 38759459 DOI: 10.1016/j.gde.2024.102204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 04/05/2024] [Accepted: 05/03/2024] [Indexed: 05/19/2024]
Abstract
Recent advances have highlighted the significant roles of post-transcriptional modifications in rRNA in various cancers. Evidence suggests that dysregulation of rRNA modifications acts as a common denominator in cancer development, with alterations in these modifications conferring competitive advantages to cancer cells. Specifically, rRNA modifications modulate protein synthesis and favor the specialized translation of oncogenic programs, thereby contributing to the formation of a protumorigenic proteome in cancer cells. These findings reveal a novel regulatory layer mediated by changes in the deposition of rRNA chemical modifications. Moreover, inhibition of these modifications in vitro and in preclinical studies demonstrates potential therapeutic applications. The recurrence of altered rRNA modification patterns across different types of cancer underscores their importance in cancer progression, proposing them as potential biomarkers and novel therapeutic targets. This review will highlight the latest insights into how post-transcriptional rRNA modifications contribute to cancer progression and summarize the main developments and ongoing challenges in this research area.
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Affiliation(s)
- Judith López
- Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC) - University of Salamanca, 37007 Salamanca, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, 37007 Salamanca, Spain. https://twitter.com/@judithlopezluis
| | - Sandra Blanco
- Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, Consejo Superior de Investigaciones Científicas (CSIC) - University of Salamanca, 37007 Salamanca, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Hospital Universitario de Salamanca, 37007 Salamanca, Spain.
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15
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Cui L, Zheng J, Lin Y, Lin P, Lu Y, Zheng Y, Guo B, Zhao X. Decoding the ribosome's hidden language: rRNA modifications as key players in cancer dynamics and targeted therapies. Clin Transl Med 2024; 14:e1705. [PMID: 38797935 PMCID: PMC11128715 DOI: 10.1002/ctm2.1705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 05/05/2024] [Accepted: 05/10/2024] [Indexed: 05/29/2024] Open
Abstract
Ribosomal RNA (rRNA) modifications, essential components of ribosome structure and function, significantly impact cellular proteomics and cancer biology. These chemical modifications transcend structural roles, critically shaping ribosome functionality and influencing cellular protein profiles. In this review, the mechanisms by which rRNA modifications regulate both rRNA functions and broader cellular physiological processes are critically discussed. Importantly, by altering the translational output, rRNA modifications can shift the cellular equilibrium towards oncogenesis, thus playing a key role in cancer development and progression. Moreover, a special focus is placed on the functions of mitochondrial rRNA modifications and their aberrant expression in cancer, an area with profound implications yet largely uncharted. Dysregulation in these modifications can lead to metabolic dysfunction and apoptosis resistance, hallmark traits of cancer cells. Furthermore, the current challenges and future perspectives in targeting rRNA modifications are highlighted as a therapeutic approach for cancer treatment. In conclusion, rRNA modifications represent a frontier in cancer research, offering novel insights and therapeutic possibilities. Understanding and harnessing these modifications can pave the way for breakthroughs in cancer treatment, potentially transforming the approach to combating this complex disease.
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Affiliation(s)
- Li Cui
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdongChina
- Division of Oral Biology and Medicine, School of DentistryUniversity of
California, Los AngelesLos AngelesUSA
| | - Jiarong Zheng
- Department of Dentistry, The First Affiliated HospitalSun Yat‐Sen UniversityGuangzhouChina
| | - Yunfan Lin
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdongChina
| | - Pei Lin
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdongChina
| | - Ye Lu
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdongChina
| | - Yucheng Zheng
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdongChina
| | - Bing Guo
- Department of Dentistry, The First Affiliated HospitalSun Yat‐Sen UniversityGuangzhouChina
| | - Xinyuan Zhao
- Stomatological Hospital, School of StomatologySouthern Medical UniversityGuangzhouGuangdongChina
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16
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Zacchini F, Barozzi C, Venturi G, Montanaro L. How snoRNAs can contribute to cancer at multiple levels. NAR Cancer 2024; 6:zcae005. [PMID: 38406265 PMCID: PMC10894041 DOI: 10.1093/narcan/zcae005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/05/2024] [Accepted: 02/12/2024] [Indexed: 02/27/2024] Open
Abstract
snoRNAs are a class of non-coding RNAs known to guide site specifically RNA modifications such as 2'-O-methylation and pseudouridylation. Recent results regarding snoRNA alterations in cancer has been made available and suggest their potential evaluation as diagnostic and prognostic biomarkers. A large part of these data, however, was not consistently confirmed and failed to provide mechanistic insights on the contribution of altered snoRNA expression to the neoplastic process. Here, we aim to critically review the available literature on snoRNA in cancer focusing on the studies elucidating the functional consequences of their deregulation. Beyond the canonical guide function in RNA processing and modification we also considered additional roles in which snoRNA, in various forms and through different modalities, are involved and that have been recently reported.
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Affiliation(s)
- Federico Zacchini
- Departmental Program in Laboratory Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, I-40138 Bologna, Italy
| | - Chiara Barozzi
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum - University of Bologna, Bologna I-40138, Italy
| | - Giulia Venturi
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum - University of Bologna, Bologna I-40138, Italy
- Centre for Applied Biomedical Research – CRBA, University of Bologna, Sant’Orsola Hospital, Bologna I-40138, Italy
| | - Lorenzo Montanaro
- Departmental Program in Laboratory Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, I-40138 Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum - University of Bologna, Bologna I-40138, Italy
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17
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Gelfo V, Venturi G, Zacchini F, Montanaro L. Decoding Ribosome Heterogeneity: A New Horizon in Cancer Therapy. Biomedicines 2024; 12:155. [PMID: 38255260 PMCID: PMC10813612 DOI: 10.3390/biomedicines12010155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
The traditional perception of ribosomes as uniform molecular machines has been revolutionized by recent discoveries, revealing a complex landscape of ribosomal heterogeneity. Opposing the conventional belief in interchangeable ribosomal entities, emerging studies underscore the existence of specialized ribosomes, each possessing unique compositions and functions. Factors such as cellular and tissue specificity, developmental and physiological states, and external stimuli, including circadian rhythms, significantly influence ribosome compositions. For instance, muscle cells and neurons are characterized by distinct ribosomal protein sets and dynamic behaviors, respectively. Furthermore, alternative forms of ribosomal RNA (rRNAs) and their post-transcriptional modifications add another dimension to this heterogeneity. These variations, orchestrated by spatial, temporal, and conditional factors, enable the manifestation of a broad spectrum of specialized ribosomes, each tailored for potentially distinct functions. Such specialization not only impacts mRNA translation and gene expression but also holds significant implications for broader biological contexts, notably in the realm of cancer research. As the understanding of ribosomal diversity deepens, it also paves the way for exploring novel avenues in cellular function and offers a fresh perspective on the molecular intricacies of translation.
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Affiliation(s)
- Valerio Gelfo
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138 Bologna, Italy; (V.G.); (G.V.)
- Centre for Applied Biomedical Research (CRBA), Bologna University Hospital Authority St. Orsola-Malpighi Polyclinic, 40138 Bologna, Italy
| | - Giulia Venturi
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138 Bologna, Italy; (V.G.); (G.V.)
- Centre for Applied Biomedical Research (CRBA), Bologna University Hospital Authority St. Orsola-Malpighi Polyclinic, 40138 Bologna, Italy
| | - Federico Zacchini
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Lorenzo Montanaro
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138 Bologna, Italy; (V.G.); (G.V.)
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
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