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Aja PM, Agu PC, Ogbu C, Alum EU, Fasogbon IV, Musyoka AM, Ngwueche W, Egwu CO, Tusubira D, Ross K. RNA research for drug discovery: Recent advances and critical insight. Gene 2025; 947:149342. [PMID: 39983851 DOI: 10.1016/j.gene.2025.149342] [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: 12/20/2024] [Revised: 02/12/2025] [Accepted: 02/16/2025] [Indexed: 02/23/2025]
Abstract
The field of RNA research has experienced significant changes and is now at the forefront of contemporary drug development. This narrative overview explores the scientific developments and historical turning points in RNA research, emphasising the field's critical significance in the development of novel therapeutics. Important discoveries like antisense oligonucleotides (ASOs), mRNA therapies, and RNA interference (RNAi) have created novel treatment options that can be targeted, such as the ground-breaking mRNA vaccinations against COVID-19. Advances in high-throughput sequencing, single-cell RNA sequencing, and epitranscriptomics have further unravelled the complexity of RNA biology, shedding light on the intricacies of gene regulation and cellular diversity. The integration of computational tools and bioinformatics has propelled the identification of RNA-based biomarkers and the development of RNA therapeutics. Despite significant progress, challenges such as RNA stability, delivery, and off-target effects persist, necessitating continuous innovation and ethical considerations. This review provides a critical insight into the current state and prospects of RNA research, emphasising its transformative potential in drug discovery. By examining the interplay between technological advancements and therapeutic applications, we underscore the promising horizon for RNA-based interventions in treating a myriad of diseases, marking a new era in precision medicine.
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Affiliation(s)
- Patrick Maduabuchi Aja
- Biochemistry Department, Biomedical Sciences Faculty, Kampala International University, P.O. Box Ishaka, Bushenyi, Uganda; Biochemistry Department, Faculty of Science, Ebonyi State University, P.M.B. 053 Abakaliki, Ebonyi State, Nigeria.
| | - Peter Chinedu Agu
- Biochemistry Department, Faculty of Science, Ebonyi State University, P.M.B. 053 Abakaliki, Ebonyi State, Nigeria; Department of Biochemistry, Faculty of Science, Evangel University, Nigeria
| | - Celestine Ogbu
- Department of Biochemistry, Faculty of Basic Medical Sciences, Federal University of Health Sciences, Otukpo, Nigeria
| | - Esther Ugo Alum
- Publications and Extension Department, Kampala International University, P. O. Box 20000, Uganda; Biochemistry Department, Faculty of Science, Ebonyi State University, P.M.B. 053 Abakaliki, Ebonyi State, Nigeria
| | - Ilemobayo Victor Fasogbon
- Biochemistry Department, Biomedical Sciences Faculty, Kampala International University, P.O. Box Ishaka, Bushenyi, Uganda
| | - Angela Mumbua Musyoka
- Biochemistry Department, Biomedical Sciences Faculty, Kampala International University, P.O. Box Ishaka, Bushenyi, Uganda
| | - Wisdom Ngwueche
- Department of Biochemistry, Faculty of Biological Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Chinedu Ogbonia Egwu
- Department of Biochemistry, Faculty of Basic Medical Sciences, Alex Ekwueme Federal University, Ndufu-Alike, Ikwo, Ebonyi State, Nigeria
| | - Deusdedit Tusubira
- Department of Biochemistry, Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Kehinde Ross
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, United Kingdom; Institute for Health Research, Liverpool John Moores University, Liverpool, United Kingdom
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2
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Sun Y, Li J. Mechanistic insights into stem cell fate regulation via RNA methylation. Ageing Res Rev 2025; 107:102717. [PMID: 40054777 DOI: 10.1016/j.arr.2025.102717] [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: 11/13/2024] [Revised: 02/24/2025] [Accepted: 03/04/2025] [Indexed: 04/13/2025]
Abstract
Stem cells possess an extraordinary ability for self-renewal and differentiation, making them essential for tissue repair, regeneration, and anti-aging. RNA methylation is crucial in regulating stem cell fate by modulating gene expression. This review synthesizes current research on RNA methylation modifications, such as m6A, m7G, m5C, and m1A, and their impact on adult stem cell fate. It provides a comprehensive overview of the molecular machinery involved in RNA methylation, emphasizes the critical roles of these modifications in stem cell biology, reviews the latest advancements in sequencing technologies, and discusses potential crosstalk between RNA methylation and epigenetic mechanisms.
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Affiliation(s)
- Yushuang Sun
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China
| | - Jingting Li
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510080, China.
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Li L, Chai Q, Guo C, Wei J, Qin Y, Liu H, Lu Z. METTL3-mediated N6-methyladenosine modification contributes to vascular calcification. J Mol Cell Cardiol 2025; 203:22-34. [PMID: 40222552 DOI: 10.1016/j.yjmcc.2025.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 04/09/2025] [Accepted: 04/10/2025] [Indexed: 04/15/2025]
Abstract
AIM Vascular calcification (VC) is a major adverse cardiovascular event in chronic kidney disease (CKD) patients. N6-methyladenosine (m6A) modification is vital for many biological processes, but its function and possible molecular mechanisms in VC are poorly understood. This study aimed to clarify the function and molecular mechanisms of N6-adenosine-methyltransferase-like 3 (METTL3) in VC. METHODS AND RESULTS The results of the bioinformatic analysis showed that METTL3 expression was significantly upregulated in calcified VSMCs. This finding was corroborated by phosphate-induced VSMCs calcification models and 5/6 nephrectomy-induced CKD mouse VC models. Afterward, Alizarin Red S staining and m6A dot blot analysis demonstrated METTL3 overexpression elevated m6A levels and encouraged calcification in VSMCs and mouse aortic rings, while METTL3 knockdown decreased m6A levels and inhibited calcium deposition in these experimental models. Furthermore, METTL3 promoted VC via the PTEN/AKT pathway, and MeRIP verified that METTL3 induced PTEN mRNA degradation by modifying it with m6A. In addition, molecular docking simulations and DARTS assays revealed that quercetin is a natural small-molecule inhibitor of METTL3. The current investigation demonstrated that quercetin mitigated VC by reducing METTL3-dependent m6A levels in vivo and in vitro. CONCLUSION In conclusion, this study unraveled the pathogenic mechanism of METTL3-mediated m6A modification in VC and provided new insights to establish METTL3 as a therapeutic target for VC.
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Affiliation(s)
- Long Li
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China; Zhejiang Key Laboratory of Cardiovascular Intervention and Precision Medicine, Hangzhou, China; Engineering Research Center for Cardiovascular Innovative Devices of Zhejiang Province, Hangzhou, China; Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Quanyou Chai
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China; Zhejiang Key Laboratory of Cardiovascular Intervention and Precision Medicine, Hangzhou, China; Engineering Research Center for Cardiovascular Innovative Devices of Zhejiang Province, Hangzhou, China; Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Chunling Guo
- Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Junyi Wei
- Department of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Yuqiao Qin
- Department of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Huimin Liu
- Department of Hematology, The Second Hospital of Shanxi Medical University, Taiyuan, China; Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou, China.
| | - Zhaoyang Lu
- Department of Cardiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China; Zhejiang Key Laboratory of Cardiovascular Intervention and Precision Medicine, Hangzhou, China; Engineering Research Center for Cardiovascular Innovative Devices of Zhejiang Province, Hangzhou, China; Department of Cardiology, The Second Hospital of Shanxi Medical University, Taiyuan, China.
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4
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Li F, Liu T, Dong Y, Gao Q, Lu R, Deng Z. 5-Methylcytosine RNA modification and its roles in cancer and cancer chemotherapy resistance. J Transl Med 2025; 23:390. [PMID: 40181461 PMCID: PMC11966802 DOI: 10.1186/s12967-025-06217-8] [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: 12/11/2024] [Accepted: 02/10/2025] [Indexed: 04/05/2025] Open
Abstract
Recent advancements in cancer therapies have improved clinical outcomes, yet therapeutic resistance remains a significant challenge because of its complex mechanisms. Among epigenetic factors, m5C RNA modification is emerging as a key player in cancer drug resistance, similar to the well-known m6A modification. m5C affects RNA metabolism processes, including splicing, export, translation, and stability, thereby influencing drug efficacy. This review highlights the critical roles of m5C in modulating resistance to chemotherapy, targeted therapy, radiotherapy, and immunotherapy. This review also discusses the functions of key regulators, including methyltransferases, demethylases, and m5C-binding proteins, as essential modulators of the m5C epigenetic landscape that contribute to its dynamic and complex regulatory network. Targeting these regulatory components offers a promising strategy to overcome resistance. We highlight the need for further research to elucidate the specific mechanisms by which m5C contributes to resistance and to develop precise m5C-targeted therapies, presenting m5C-focused strategies as potential novel anticancer treatments.
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Affiliation(s)
- Fang Li
- Science and technology department, Suzhou Key Laboratory of Neuro-Oncology and Nano-Bionics, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, 215300, Jiangsu, China
| | - Tingting Liu
- Science and technology department, Suzhou Key Laboratory of Neuro-Oncology and Nano-Bionics, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, 215300, Jiangsu, China
| | - Yajing Dong
- School of Medicine, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
| | - Qianqian Gao
- Science and technology department, Suzhou Key Laboratory of Neuro-Oncology and Nano-Bionics, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, 215300, Jiangsu, China
| | - Rongzhu Lu
- Department of Preventive Medicine and Public Health Laboratory Sciences, School of Medicine, Jiangsu University, Zhenjiang, 212013, Jiangsu, China.
- Center for Experimental Research, Kunshan Hospital Affiliated to Jiangsu University, Kunshan, 215130, Jiangsu, China.
| | - Zhiyong Deng
- Science and technology department, Suzhou Key Laboratory of Neuro-Oncology and Nano-Bionics, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, 215300, Jiangsu, China.
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Li R, Li S, Shen L, Li J, Zhang D, Yu J, Huang L, Liu N, Lu H, Xu M. M6A-modified BFSP1 induces aerobic glycolysis to promote liver cancer growth and metastasis through upregulating tropomodulin 4. MOLECULAR BIOMEDICINE 2025; 6:17. [PMID: 40097750 PMCID: PMC11914548 DOI: 10.1186/s43556-025-00256-9] [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: 07/11/2024] [Revised: 02/19/2025] [Accepted: 02/20/2025] [Indexed: 03/19/2025] Open
Abstract
RNA N6-methyladenosine (m6A) is a common RNA modification in eukaryotes, and its abnormal regulation is closely related to cancer progression. Aerobic glycolysis is a main way for cancer cells to obtain energy. It was found that beaded filament structural protein 1 (BFSP1) is a m6A related gene in liver cancer. However, the effect of m6A-modified BFSP1 on aerobic glycolysis and how it is regulated in liver cancer progression have not been explored. Here, we found that BFSP1 was upregulated in liver cancer cells and tissues. Overexpression of BFSP1 promoted the viability, invasion, and aerobic glycolysis of liver cancer cells, whereas knockdown of BFSP1 showed the opposite effects. Co-immunoprecipitation, immunofluorescence and GST pull down analyses showed that BFSP1 directly interacted with tropomodalin 4 (TMOD4), and knockdown of TMOD4 reversed BFSP1 overexpression-induced malignant phenotypes and aerobic glycolysis in liver cancer cells. Moreover, methyltransferase-like 3 (METTL3) enhanced BFSP1 stability by augmenting m6A modification of BFSP1 mRNA, which is achieved in a YTHDF1-dependent manner. In vivo experiments in mice confirmed that METTL3 increased BFSP1 stability by promoting m6A modification of BFSP1 mRNA, and knockdown of BFSP1 inhibited tumor growth and metastasis. In summary, METTL3-mediated m6A methylation of BFSP1 mRNA plays an important role in the aerobic glycolysis and progression of liver cancer, providing a potential therapeutic strategy for liver cancer.
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Affiliation(s)
- Rong Li
- Department of Anesthesiology, The Second Affiliated Hospital of Xi'an JiaoTong University, Xi'an, Shaanxi, PR China
| | - Shunle Li
- Department of General Surgery, The Second Affiliated Hospital of Xi'an JiaoTong University, 157 Xiwu Road, Xi'an, Shaanxi, 710004, PR China
| | - Lin Shen
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an JiaoTong University, 157 Xiwu Road, Xi'an, Shaanxi, 710004, PR China
| | - Junhui Li
- Department of General Surgery, The Second Affiliated Hospital of Xi'an JiaoTong University, 157 Xiwu Road, Xi'an, Shaanxi, 710004, PR China
| | - Di Zhang
- Department of General Surgery, The Second Affiliated Hospital of Xi'an JiaoTong University, 157 Xiwu Road, Xi'an, Shaanxi, 710004, PR China
| | - Jinmin Yu
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an JiaoTong University, 157 Xiwu Road, Xi'an, Shaanxi, 710004, PR China
| | - Lanxuan Huang
- Department of Oncology, The Second Affiliated Hospital of Xi'an JiaoTong University, Xi'an, Shaanxi, PR China
| | - Na Liu
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an JiaoTong University, 157 Xiwu Road, Xi'an, Shaanxi, 710004, PR China.
| | - Hongwei Lu
- Department of General Surgery, The Second Affiliated Hospital of Xi'an JiaoTong University, 157 Xiwu Road, Xi'an, Shaanxi, 710004, PR China.
| | - Meng Xu
- Department of General Surgery, The Second Affiliated Hospital of Xi'an JiaoTong University, 157 Xiwu Road, Xi'an, Shaanxi, 710004, PR China.
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Ranga S, Yadav R, Chauhan M, Chhabra R, Ahuja P, Balhara N. Modifications of RNA in cancer: a comprehensive review. Mol Biol Rep 2025; 52:321. [PMID: 40095076 DOI: 10.1007/s11033-025-10419-0] [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: 12/27/2024] [Accepted: 03/06/2025] [Indexed: 03/19/2025]
Abstract
RNA modifications play essential roles in post-transcriptional gene regulation and have emerged as significant contributors to cancer biology. Major chemical modifications of RNA include N6-methyladenosine (m6A), 5-methylcytosine (m5C), N1-methyladenosine (m1A), pseudouridine (ψ), and N7-methylguanosine (m7G). Their dynamic regulation highlights their roles in gene expression modulation, RNA stability, and translation. Advanced high-throughput detection methods, ranging from liquid chromatography-mass spectrometry and high-performance liquid chromatography to next-generation sequencing (NGS) and nanopore direct RNA sequencing, have enabled detailed studies of RNA modifications in cancer cells. Aberrant RNA modifications are associated with the dysregulation of tumor suppressor genes and oncogenes, influencing cancer progression, therapy resistance, and immune evasion. Emerging research suggests the therapeutic potential of targeting RNA-modifying enzymes and their inhibitors in cancer treatment. This review compiles and analyzes the latest findings on RNA modifications, presenting an in-depth discussion of the diverse chemical alterations that occur in RNA and their profound implications in cancer biology. It integrates fundamental principles with cutting-edge research, offering a holistic perspective on how RNA modifications influence gene expression, tumor progression, and therapeutic resistance. It emphasizes the need for further studies to elucidate the complex roles of RNA modifications in cancer, as well as the potential for multimodality therapeutic strategies that exploit the dynamic and reversible nature of these epitranscriptomic marks. It also attempts to highlight the challenges, gaps, and limitations of RNA modifications in cancer that should be tackled before their functional implications. Understanding the interplay between RNA modifications, cancer pathways, and their inhibitors will be crucial for developing promising RNA-based therapeutic approaches to cancer and personalized medicine strategies.
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Affiliation(s)
- Shalu Ranga
- Department of Genetics, Maharshi Dayanand University, Rohtak, Haryana, 124001, India
| | - Ritu Yadav
- Department of Genetics, Maharshi Dayanand University, Rohtak, Haryana, 124001, India.
| | - Meenakshi Chauhan
- Department of Obstetrics and Gynaecology, Pandit Bhagwat Dayal Sharma University of Health Sciences, Rohtak, Haryana, 124001, India
| | - Ravindresh Chhabra
- Department of Biochemistry, Central University of Panjab, Bathinda, Panjab, 151401, India
| | - Parul Ahuja
- Department of Genetics, Maharshi Dayanand University, Rohtak, Haryana, 124001, India
| | - Nikita Balhara
- Department of Genetics, Maharshi Dayanand University, Rohtak, Haryana, 124001, India
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Cates K, Hung V, Barna M. Ribosome-associated proteins: unwRAPping ribosome heterogeneity in the twenty-first century. Philos Trans R Soc Lond B Biol Sci 2025; 380:20230378. [PMID: 40045784 PMCID: PMC11883435 DOI: 10.1098/rstb.2023.0378] [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: 08/27/2024] [Revised: 12/07/2024] [Accepted: 01/06/2025] [Indexed: 03/09/2025] Open
Abstract
The definition of the ribosome as the monolithic machinery in cells that synthesizes all proteins in the cell has persisted for the better part of a century. Yet, research has increasingly revealed that ribosomes are dynamic, multimodal complexes capable of fine-tuning gene expression. This translation regulation may be achieved by ribosome-associated proteins (RAPs), which play key roles as modular trans-acting factors that are dynamic across different cellular contexts and can mediate the recruitment of specific transcripts or the modification of RNA or ribosomal proteins. As a result, RAPs have the potential to rapidly regulate translation within specific subcellular regions, across different cell or tissue types, in response to signalling, or in disease states. In this article, we probe the definition of the eukaryotic ribosome and review the major layers of additional proteins that expand the definition of ribosomes in the twenty-first century. We pose RAPs as key modulators that impart ribosome function in cellular processes, development and disease.This article is part of the discussion meeting issue 'Ribosome diversity and its impact on protein synthesis, development and disease'.
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Affiliation(s)
- Kitra Cates
- Department of Genetics, Stanford University School of Medicine, Stanford, CA94305, USA
| | - Victoria Hung
- Department of Genetics, Stanford University School of Medicine, Stanford, CA94305, USA
| | - Maria Barna
- Department of Genetics, Stanford University School of Medicine, Stanford, CA94305, USA
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Liu Y, Wang C, Fu X, Ren M. The Progress and Evolving Trends in Nucleic-Acid-Based Therapies. Biomolecules 2025; 15:376. [PMID: 40149911 PMCID: PMC11940734 DOI: 10.3390/biom15030376] [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: 12/23/2024] [Revised: 02/21/2025] [Accepted: 03/03/2025] [Indexed: 03/29/2025] Open
Abstract
Nucleic-acid-based therapies have emerged as a pivotal domain within contemporary biomedical science, marked by significant advancements in recent years. These innovative treatments primarily operate through the precise binding of DNA or RNA molecules to discrete target genes, subsequently suppressing the expression of the target proteins. The spectrum of nucleic-acid-based therapies encompasses antisense oligonucleotides (ASOs), small interfering RNAs (siRNAs), microRNAs (miRNAs), and messenger RNAs (mRNAs), etc. Compared to more traditional medicinal approaches, nucleic-acid-based therapies stand out for their highly targeted action on specific genes, as well as their potential for chemical modification to improve resistance to nucleases, ensuring sustained therapeutic activity and mitigating immunogenicity concerns. Nevertheless, these molecules' limited cellular permeability necessitates the deployment of delivery vectors to enhance their intracellular uptake and stability. As nucleic-acid-based therapies progressively display promising pharmacodynamic profiles, there has been a burgeoning interest in these treatments for applications in clinical research. This review aims to summarize the variety of nucleic acid drugs and their mechanisms, evaluate the present status in research and application, discourse on prospective trends, and potential challenges ahead. These innovative therapeutics are anticipated to assume a pivotal role in the management of a wide array of diseases.
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Affiliation(s)
| | | | - Xiuping Fu
- School of Chemistry and School of Life Sciences, Tiangong University, Tianjin 300387, China; (Y.L.); (C.W.)
| | - Mengtian Ren
- School of Chemistry and School of Life Sciences, Tiangong University, Tianjin 300387, China; (Y.L.); (C.W.)
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Jan SM, Fahira A, Hassan ESG, Abdelhameed AS, Wei D, Wadood A. Integrative approaches to m6A and m5C RNA modifications in autism spectrum disorder revealing potential causal variants. Mamm Genome 2025; 36:280-292. [PMID: 39738578 DOI: 10.1007/s00335-024-10095-8] [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: 09/17/2024] [Accepted: 12/13/2024] [Indexed: 01/02/2025]
Abstract
Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder that currently affects approximately 1-2% of the global population. Genome-wide studies have identified several loci associated with ASD; however, pinpointing causal variants remains elusive. Therefore, functional studies are essential to discover potential therapeutics for ASD. RNA modification plays a crucial role in the post-transcriptional regulation of mRNA, with m6A and m5C being the most prevalent internal modifications. Recent research indicates their involvement in the regulation of key genes associated with ASD. In this study, we conducted an integrative genomic analysis of ASD, incorporating m6A and m5C variants, followed by cis-eQTL, gene differential expression, and gene enrichment analyses to identify causal variants from a genome-wide study of ASD. We identified 20,708 common m6A-SNPs and 2,407 common m5C-SNPs. Among these, 647 m6A-SNPs exhibited cis-eQTL signals with a p-value < 0.05, while only 81 m5C-SNPs with a p-value < 0.05 showed cis-eQTL signals. Most of these were functional loss variants, with 38 variants representing the most significant common m6A/m5C-SNPs associated with key ASD-related genes. In the gene differential expression analysis, seven proximal genes corresponding to significant m6A/m5C-SNPs were differentially expressed in at least one of the three microarray gene expression profiles of ASD. Key differentially expressed genes corresponding to m6A/m5C cis-variants included KIAA1671 (rs5752063, rs12627825), INTS1 (rs67049052, rs10237910), VSIG10 (rs7965350), TJP2 (rs3812536), FAM167A (rs9693108), TMEM8A (rs1802752), and NUP43 (rs3924871, rs7818, rs9383844, rs9767113). Cell-specific cis-eQTL analysis for proximal gene identification, combined with gene expression datasets from single-cell RNA-seq analysis, would validate the causal relationship of gene regulation in brain-specific regions, and experimental validation in cell lines would achieve the goal of precision medicine.
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Affiliation(s)
- Syed Mansoor Jan
- Department of Bioinformatics and Biological Statistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Aamir Fahira
- Key Laboratory of Big Data Mining and Precision Drug, Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Design of Guangdong Medical University, Guangdong Medical University, Dongguan, 523808, Guangdong, PR China
| | - Eman S G Hassan
- Pharmacology Department, Egyptian Drug Authority (EDA), Formerly National Organization for Drug Control and Research (NODCAR), Cairo, Egypt
| | - Ali Saber Abdelhameed
- Department of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh, 11451, Saudi Arabia
| | - Dongqing Wei
- Department of Bioinformatics and Biological Statistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
| | - Abdul Wadood
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan, 23200, Pakistan.
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Valand A, Rajasekar P, Wain LV, Clifford RL. Interplay between genetics and epigenetics in lung fibrosis. Int J Biochem Cell Biol 2025; 180:106739. [PMID: 39848439 DOI: 10.1016/j.biocel.2025.106739] [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: 07/25/2024] [Revised: 12/15/2024] [Accepted: 01/16/2025] [Indexed: 01/25/2025]
Abstract
Lung fibrosis, including idiopathic pulmonary fibrosis (IPF), is a complex and devastating disease characterised by the progressive scarring of lung tissue leading to compromised respiratory function. Aberrantly activated fibroblasts deposit extracellular matrix components into the surrounding lung tissue, impairing lung function and capacity for gas exchange. Both genetic and epigenetic factors have been found to play a role in the pathogenesis of lung fibrosis, with emerging evidence highlighting the interplay between these two regulatory mechanisms. This review provides an overview of the current understanding of the interplay between genetics and epigenetics in lung fibrosis. We discuss the genetic variants associated with susceptibility to lung fibrosis and explore how epigenetic modifications such as DNA methylation, histone modifications, and non-coding RNA expression contribute to disease. Insights from genome-wide association studies (GWAS) and epigenome-wide association studies (EWAS) are integrated to explore the molecular mechanisms underlying lung fibrosis pathogenesis. We also discuss the potential clinical implications of genetics and epigenetics in lung fibrosis, including the development of novel therapeutic targets. Overall, this review highlights the importance of considering both genetic and epigenetic factors in the understanding and management of lung fibrosis.
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Affiliation(s)
- Anita Valand
- Centre for Respiratory Research, Translational Medical Sciences, School of Medicine, University of Nottingham, UK; Nottingham NIHR Biomedical Research Centre, Nottingham, UK; Biodiscovery Institute, University Park, University of Nottingham, UK
| | - Poojitha Rajasekar
- Centre for Respiratory Research, Translational Medical Sciences, School of Medicine, University of Nottingham, UK; Nottingham NIHR Biomedical Research Centre, Nottingham, UK; Biodiscovery Institute, University Park, University of Nottingham, UK
| | - Louise V Wain
- Department of Population Health Sciences, University of Leicester, Leicester, UK; NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester, UK
| | - Rachel L Clifford
- Centre for Respiratory Research, Translational Medical Sciences, School of Medicine, University of Nottingham, UK; Nottingham NIHR Biomedical Research Centre, Nottingham, UK; Biodiscovery Institute, University Park, University of Nottingham, UK.
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Oberdoerffer S, Gilbert WV. All the sites we cannot see: Sources and mitigation of false negatives in RNA modification studies. Nat Rev Mol Cell Biol 2025; 26:237-248. [PMID: 39433914 DOI: 10.1038/s41580-024-00784-2] [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: 09/12/2024] [Indexed: 10/23/2024]
Abstract
RNA modifications are essential for human health - too much or too little of them leads to serious illnesses ranging from neurodevelopmental disorders to cancer. Technical advances in RNA modification sequencing are beginning to uncover the RNA targets of diverse RNA-modifying enzymes that are dysregulated in disease. However, the emerging transcriptome-wide maps of modified nucleosides installed by these enzymes should be considered as first drafts. In particular, a range of technical artefacts lead to false negatives - modified sites that are overlooked owing to technique-dependent, and often sequence-context-specific, 'blind spots'. In this Review, we discuss potential sources of false negatives in sequencing-based RNA modification maps, propose mitigation strategies and suggest guidelines for transparent reporting of sensitivity to detect modified sites in profiling studies. Important considerations for recognition and avoidance of false negatives include assessment and reporting of position-specific sequencing depth, identification of protocol-dependent RNA capture biases and applying controls for false negatives as well as for false positives. Despite their limitations, emerging maps of RNA modifications reveal exciting and largely uncharted potential for post-transcriptional control of all aspects of RNA function.
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Affiliation(s)
- Shalini Oberdoerffer
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, USA.
| | - Wendy V Gilbert
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA.
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12
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Chen X, Yuan Y, Zhou F, Li L, Pu J, Jiang X. m6A RNA methylation: a pivotal regulator of tumor immunity and a promising target for cancer immunotherapy. J Transl Med 2025; 23:245. [PMID: 40022120 PMCID: PMC11871626 DOI: 10.1186/s12967-025-06221-y] [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: 09/27/2024] [Accepted: 02/11/2025] [Indexed: 03/03/2025] Open
Abstract
M6A modification is one of the most common regulatory mechanisms of gene expression in eukaryotic cells, influencing processes such as RNA splicing, degradation, stability, and protein translation. Studies have shown that m6A methylation is closely associated with tumorigenesis and progression, and it plays a key regulatory role in tumor immune responses. m6A modification participates in regulating the differentiation and maturation of immune cells, as well as related anti-tumor immune responses. In the tumor microenvironment, m6A modification can also affect immune cell recruitment, activation, and polarization, thereby promoting or inhibiting tumor cell proliferation and metastasis, and reshaping the tumor immune microenvironment. In recent years, immunotherapies for tumors, such as immune checkpoint inhibitors and adoptive cell immunotherapy, have been increasingly applied in clinical settings, achieving favorable outcomes. Targeting m6A modifications to modulate the immune system, such as using small-molecule inhibitors to target dysregulated m6A regulatory factors or inducing immune cell reprogramming, can enhance anti-tumor immune responses and strengthen immune cell recognition and cytotoxicity against tumor cells. m6A modification represents a new direction in tumor immunotherapy with promising clinical potential. This review discusses the regulatory role of m6A methylation on immune cells and tumor immune responses and explores new strategies for immunotherapy.
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Affiliation(s)
- Xi Chen
- Key Laboratory of Neurological and Psychiatric Disease Research of Yunnan Province, The Second Affiliated Hospital of Kunming Medical University, Kunming, 650223, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, 650500, China
| | - Yixiao Yuan
- Department of Medicine, UF Health Cancer Center, University of Florida, Gainesville, FL, 32610, USA
| | - Fan Zhou
- Key Laboratory of Neurological and Psychiatric Disease Research of Yunnan Province, The Second Affiliated Hospital of Kunming Medical University, Kunming, 650223, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, 650500, China
| | - Lihua Li
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, 650500, China
| | - Jun Pu
- Key Laboratory of Neurological and Psychiatric Disease Research of Yunnan Province, The Second Affiliated Hospital of Kunming Medical University, Kunming, 650223, China.
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, 650500, China.
| | - Xiulin Jiang
- Department of Medicine, UF Health Cancer Center, University of Florida, Gainesville, FL, 32610, USA.
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13
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Wang Y, Ling S, Feng H, Hua J, Han Z, Chai R. Recent Advances in the Mutual Regulation of m6A Modification and Non-Coding RNAs in Atherosclerosis. Int J Gen Med 2025; 18:1047-1073. [PMID: 40026815 PMCID: PMC11871936 DOI: 10.2147/ijgm.s508197] [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: 11/27/2024] [Accepted: 02/20/2025] [Indexed: 03/05/2025] Open
Abstract
Atherosclerosis, a progressive inflammatory disease of the arteries, remains a leading cause of cardiovascular morbidity and mortality worldwide. Recent years have witnessed the pivotal role of N6-methyladenosine (m6A) RNA methylation in regulating various biological processes, including those implicated in atherosclerosis. Current evidence suggested that m6A regulators (writers, erasers, and readers) participated in the modification of multiple non-coding RNAs (ncRNAs), including microRNAs (miRNAs), long non-coding RNAs (lncRNAs), and circular RNAs (circRNAs), thereby affecting their metabolism and functions. Meanwhile, ncRNAs have also emerged as key modulator of m6A regulators expression in turn. Therefore, understanding the mutual regulation between m6A modifications and ncRNAs is of great significance to identify novel therapeutic targets for atherosclerosis and has great clinical application prospects. This review aims to summarize the recent advances in the reciprocal regulation and provide insights into the interaction between m6A modification and ncRNAs in the context of atherosclerosis.
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Affiliation(s)
- Yanlu Wang
- Department of Cardiology, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510260, People’s Republic of China
| | - Sisi Ling
- Department of Cardiology, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510260, People’s Republic of China
| | - Hao Feng
- Department of Cardiology, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510260, People’s Republic of China
| | - Junkai Hua
- Department of Cardiology, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510260, People’s Republic of China
| | - Zhiyu Han
- Department of Cardiology, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510260, People’s Republic of China
| | - Renjie Chai
- Department of Cardiology, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510260, People’s Republic of China
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14
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Zou Y, Ahsan MU, Chan J, Meng W, Gao SJ, Huang Y, Wang K. A Comparative Evaluation of Computational Models for RNA modification detection using Nanopore sequencing with RNA004 Chemistry. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.03.636352. [PMID: 39975272 PMCID: PMC11838592 DOI: 10.1101/2025.02.03.636352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Direct RNA sequencing from Oxford Nanopore Technologies (ONT) has become a valuable method for studying RNA modifications such as N6-methyladenosine (m6A), pseudouridine (ψ), and 5-methylcytosine (m5C). Recent advancements in the RNA004 chemistry substantially reduce sequencing errors compared to previous chemistries (e.g., RNA002), thereby promising enhanced accuracy for epitranscriptomic analysis. In this study, we benchmark the performance of two state-of-the-art RNA modification detection models capable of handling RNA004 data - ONT's Dorado and m6Anet - using two wild-type (WT) cell lines, HEK293T and HeLa, with respective ground truths from GLORI and eTAM-seq, and their paired in vitro transcribed (IVT) RNA as negative controls. We found that under default settings and considering sites with ≥10% modification ratio and ≥10X coverage, Dorado has higher recall (~0.92) than m6Anet (~0.51) for m6A detection. Among the overlapping methylated sites between ground truth and computational predictions, there are high correlations of site-specific m6A modification stoichiometry, with correlation coefficient of ~0.89 for Dorado-truth comparison and ~0.72 for m6Anet-truth comparison. However, combined assessment of WT and IVT datasets show that while the per-site false positive rate (FPR) can be lower (~8% for Dorado and ~33% for m6Anet), both computational tools can have high per-site false discovery rate (FDR) of m6A (~40% for Dorado and ~80% for m6Anet) due to the low prevalence of m6A in transcriptome, with a similar trend observed for pseudouridine (~95% FDR for Dorado). Additional motif analysis reveals that both Dorado and m6Anet exhibit high heterogeneity of false positive calls across sequence contexts, suggesting that sequence contexts help determine accuracy of specific modification calls. There is also a substantial overlap of false positive calls between the two IVT samples, suggesting a post-filtering strategy to improve modification calling by compiling a set of low-confidence sites with a probabilistic model from several IVT samples across diverse cells/tissues. Our analysis highlights key strengths and limitations of the current generation of m6A detection algorithms and offers insights into optimizing thresholds and interpretability. The IVT datasets generated by the RNA004 chemistry provides a publicly available benchmark resource for further development and refinement of computational methods.
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Affiliation(s)
- Yongji Zou
- Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, PA 19104
- Bioengineering graduate program, University of Pennsylvania, Philadelphia, PA 19104
| | - Mian Umair Ahsan
- Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, PA 19104
| | - Joe Chan
- Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, PA 19104
| | - Wen Meng
- Cancer Virology Program, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Shou-Jiang Gao
- Cancer Virology Program, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Yufei Huang
- Cancer Virology Program, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Department of Electrical and Computer Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kai Wang
- Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, PA 19104
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104
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15
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Cai Z, Song P, Yu K, Jia G. Advanced reactivity-based sequencing methods for mRNA epitranscriptome profiling. RSC Chem Biol 2025; 6:150-169. [PMID: 39759443 PMCID: PMC11694185 DOI: 10.1039/d4cb00215f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 12/06/2024] [Indexed: 01/07/2025] Open
Abstract
Currently, over 170 chemical modifications identified in RNA introduce an additional regulatory attribute to gene expression, known as the epitranscriptome. The development of detection methods to pinpoint the location and quantify these dynamic and reversible modifications has significantly expanded our understanding of their roles. This review goes deep into the latest progress in enzyme- and chemical-assisted sequencing methods, highlighting the opportunities presented by these reactivity-based techniques for detailed characterization of RNA modifications. Our survey provides a deeper understanding of the function and biological roles of RNA modification.
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Affiliation(s)
- Zhihe Cai
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University Beijing 100871 China
| | - Peizhe Song
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University Beijing 100871 China
| | - Kemiao Yu
- Peking-Tsinghua Center for Life Sciences, Peking University Beijing 100871 China
| | - Guifang Jia
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University Beijing 100871 China
- Peking-Tsinghua Center for Life Sciences, Peking University Beijing 100871 China
- Beijing Advanced Center of RNA Biology, Peking University Beijing 100871 China
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16
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Li C, Yuan Y, Jia Y, Zhou Q, Wang Q, Jiang X. Cellular senescence: from homeostasis to pathological implications and therapeutic strategies. Front Immunol 2025; 16:1534263. [PMID: 39963130 PMCID: PMC11830604 DOI: 10.3389/fimmu.2025.1534263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 01/15/2025] [Indexed: 02/20/2025] Open
Abstract
Cellular aging is a multifactorial and intricately regulated physiological process with profound implications. The interaction between cellular senescence and cancer is complex and multifaceted, senescence can both promote and inhibit tumor progression through various mechanisms. M6A methylation modification regulates the aging process of cells and tissues by modulating senescence-related genes. In this review, we comprehensively discuss the characteristics of cellular senescence, the signaling pathways regulating senescence, the biomarkers of senescence, and the mechanisms of anti-senescence drugs. Notably, this review also delves into the complex interactions between senescence and cancer, emphasizing the dual role of the senescent microenvironment in tumor initiation, progression, and treatment. Finally, we thoroughly explore the function and mechanism of m6A methylation modification in cellular senescence, revealing its critical role in regulating gene expression and maintaining cellular homeostasis. In conclusion, this review provides a comprehensive perspective on the molecular mechanisms and biological significance of cellular senescence and offers new insights for the development of anti-senescence strategies.
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Affiliation(s)
- Chunhong Li
- Department of Oncology, Suining Central Hospital, Suining, Sichuan, China
| | - Yixiao Yuan
- Department of Medicine, Health Cancer Center, University of Florida, Gainesville, FL, United States
| | - YingDong Jia
- Gastrointestinal Surgical Unit, Suining Central Hospital, Suining, Sichuan, China
| | - Qiang Zhou
- Department of Oncology, Suining Central Hospital, Suining, Sichuan, China
| | - Qiang Wang
- Gastrointestinal Surgical Unit, Suining Central Hospital, Suining, Sichuan, China
| | - Xiulin Jiang
- Department of Medicine, Health Cancer Center, University of Florida, Gainesville, FL, United States
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17
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Lou N, Gu X, Fu L, Li J, Xue C. Significant roles of RNA 5-methylcytosine methylation in cancer. Cell Signal 2025; 126:111529. [PMID: 39615772 DOI: 10.1016/j.cellsig.2024.111529] [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: 10/23/2024] [Revised: 11/19/2024] [Accepted: 11/24/2024] [Indexed: 12/06/2024]
Abstract
Cancer stands as a leading cause of mortality and poses an escalating threat to global health. Epigenetic dysregulation is pivotal in the onset and advancement of cancer. Recent research on RNA 5-methylcytosine (m5C) methylation has underscored its significant role in cancer. RNA m5C methylation is a key component in gene expression regulation and is intricately linked to cancer development, offering valuable insights for cancer diagnosis, treatment, and prognosis. This review provides an in-depth examination of the three types of regulators associated with RNA m5C methylation and their biological functions. It further investigates the expression and impact of RNA m5C methylation and its regulators in cancer, focusing on their mechanisms in cancer progression and clinical relevance. The current research on inhibitors targeting RNA m5C methylation-related regulators remains underdeveloped, necessitating further exploration and discovery.
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Affiliation(s)
- Na Lou
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Xinyu Gu
- Department of Oncology, The First Affiliated Hospital of Henan University of Science and Technology, Luoyang 471000, Henan, China
| | - Leiya Fu
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Juan Li
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China.
| | - Chen Xue
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China.
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18
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Si X, Chen X, Guo B, Liao Z, Yan X, Qi P. The role of methyltransferase-like 3 (METTL3) in immune response modulation in bivalve (Mytilus coruscus) during bacterial infection. FISH & SHELLFISH IMMUNOLOGY 2025; 157:110094. [PMID: 39716580 DOI: 10.1016/j.fsi.2024.110094] [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: 08/03/2024] [Revised: 12/17/2024] [Accepted: 12/21/2024] [Indexed: 12/25/2024]
Abstract
N6-methyladenosine (m6A) modification is a prevalent mRNA modification that regulates diverse biological processes in eukaryotes, including immune responses. While the role of m6A in mammalian immunity has been explored, its involvement in the immune defense of invertebrates, particularly marine bivalves which face constant pathogen challenges, remains largely unknown. Here, we investigated the function of methyltransferase-like 3 (METTL3), a key m6A "writer" enzyme, in the immune response of the marine bivalve Mytilus coruscus against Vibrio alginolyticus infection. M. coruscus METTL3 (McMETTL3) expression in the digestive gland increased (3-fold) after V. alginolyticus infection, coinciding with elevated m6A levels. Silencing McMETTL3 reduced both m6A levels and V. alginolyticus-induced apoptosis in digestive gland cells. In silico analysis identified a C1q-like protein family member (McC1QL) as a potential downstream target of McMETTL3, exhibiting an increase (7.2-fold) in m6A modification and an increase (1.5-fold) in expression during infection. Functional experiments confirmed that McC1QL knockdown inhibited McMETTL3-driven apoptosis (10.83 %). These findings demonstrate that METTL3 regulates apoptosis and immune responses in invertebrates via m6A modification of target genes like McC1QL. This study provides novel insights into the m6A-mediated immune regulation mechanisms in marine bivalves and may offer potential avenues for developing innovative disease control strategies in aquaculture.
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Affiliation(s)
- Xirui Si
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang, 316004, China
| | - Xinglu Chen
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang, 316004, China
| | - Baoying Guo
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang, 316004, China
| | - Zhi Liao
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang, 316004, China
| | - Xiaojun Yan
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang, 316004, China
| | - Pengzhi Qi
- National Engineering Research Center of Marine Facilities Aquaculture, Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, Zhejiang, 316004, China.
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19
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Bettinsoli V, Melzi G, Crea A, Degli Esposti L, Iafisco M, Catalucci D, Ciana P, Corsini E. A Novel Approach for In Vitro Testing and Hazard Evaluation of Nanoformulated RyR2-Targeting siRNA Drugs Using Human PBMCs. Life (Basel) 2025; 15:95. [PMID: 39860035 PMCID: PMC11766699 DOI: 10.3390/life15010095] [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: 12/30/2024] [Revised: 01/10/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025] Open
Abstract
Nucleic acid (NA)-based drugs are promising therapeutics agents. Beyond efficacy, addressing safety concerns-particularly those specific to this class of drugs-is crucial. Here, we propose an in vitro approach to screen for potential adverse off-target effects of NA-based drugs. Human peripheral blood mononuclear cells (PBMCs), purified from buffy coats of healthy donors, were used to investigate the ability of NA-drugs to trigger toxicity pathways and inappropriate immune stimulation. PBMCs were selected for their ability to represent potential human responses, given their likelihood of interacting with administered drugs. As proof of concept, a small interfering RNA (siRNA) targeting Ryanodine Receptor mRNA (RyR2) identified by the Italian National Center for Gene Therapy and Drugs based on RNA Technology as a potential therapeutic target for dominant catecholaminergic polymorphic ventricular tachycardia, was selected. This compound and its scramble were formulated within a calcium phosphate nanoparticle-based delivery system. Positive controls for four toxicity pathways were identified through literature review, each associated with a specific type of cellular stress: oxidative stress (tert-butyl hydroperoxide), mitochondrial stress (rotenone), endoplasmic reticulum stress (thapsigargin), and autophagy (rapamycin). These controls were used to define specific mRNA signatures triggered in PBMCs, which were subsequently used as indicators of off-target effects. To assess immune activation, the release of pro-inflammatory cytokines (interleukin-6, interleukin-8, tumor necrosis factor-α, and interferon-γ) was measured 24 h after exposure. The proposed approach provides a rapid and effective screening method for identifying potential unintended effects in a relevant human model, which also allows to address gender effects and variability in responses.
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Affiliation(s)
- Valeria Bettinsoli
- Laboratory of Toxicology and Risk Assessment, Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”, Università degli Studi di Milano, 20133 Milan, Italy; (V.B.); (E.C.)
- Department of Pharmacy, Università degli Studi di Napoli Federico II, 80131 Naples, Italy
| | - Gloria Melzi
- Laboratory of Toxicology and Risk Assessment, Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”, Università degli Studi di Milano, 20133 Milan, Italy; (V.B.); (E.C.)
| | - Angelica Crea
- Laboratory of Toxicology and Risk Assessment, Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”, Università degli Studi di Milano, 20133 Milan, Italy; (V.B.); (E.C.)
| | - Lorenzo Degli Esposti
- Dipartimento di Chimica e Chimica Industriale, Università degli Studi di Genova, 16146 Genoa, Italy;
| | - Michele Iafisco
- Institute of Science, Technology and Sustainability for Ceramics (ISSMC), National Research Council (CNR), 48018 Faenza, Italy;
| | - Daniele Catalucci
- Institute of Genetic and Biomedical Research (IRGB), National Research Council (CNR), 20133 Milan, Italy;
- IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy
| | - Paolo Ciana
- Department of Health Sciences, Università degli Studi di Milano, 20146 Milan, Italy;
| | - Emanuela Corsini
- Laboratory of Toxicology and Risk Assessment, Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”, Università degli Studi di Milano, 20133 Milan, Italy; (V.B.); (E.C.)
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20
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Lu B, Li X, Miao W, Liu Q, Li R, Cui C, Gao Q, Lian R. Upregulation of WDR4 mediated by RBFOX2 promotes laryngeal cancer progression through the WDR4/m7G/lncRNA ZFAS1/RBFOX2 axis. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025:10.1007/s00210-024-03779-0. [PMID: 39774908 DOI: 10.1007/s00210-024-03779-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 12/29/2024] [Indexed: 01/11/2025]
Abstract
High levels of the N7 methylguanosine (m7G) methyltransferase WD repeat domain 4 (WDR4) are associated with the progression of multiple tumors, including head and neck squamous cell carcinoma. Laryngeal cancer (LC) is the second most common malignant tumor of the head and neck. However, the role of WDR4 in LC remains unclear. Here, we found that WDR4 expression was significantly upregulated in LC tissues and cells. Silencing WDR4 inhibited proliferation, invasion, and epithelial-mesenchymal transition (EMT, manifested by an increase in E-cadherin protein levels and a decrease in N-cadherin and Vimentin protein levels) in TU177 and M4E cells. Furthermore, the levels of m7G and ZFAS1 were significantly upregulated in LC tissues and cells. Mechanistic studies revealed that WDR4 upregulated the levels of ZFAS1 and RBFOX2 proteins by promoting the stability of ZFAS1 in an m7G-dependent manner, and RBFOX2 promoted WDR4 expression by binding to WDR4 mRNA. Overexpression of WDR4 increased m7G and ZFAS1 levels, whereas overexpression of WDR4 with m7G catalytic site mutation had no effect on m7G and ZFAS1 levels in TU177 and M4E cells. Silencing ZFAS1 or RBFOX2 counteracted the promoting effect of WDR4 overexpression on the malignant proliferation of TU177 and M4E cells. TU177 cells transfected with sh-WDR4 lentiviral vectors were intraperitoneally injected into nude mice to construct xenograft tumor models. Knockdown of WDR4 significantly inhibited LC tumor growth in vivo. In conclusion, RBFOX2-mediated upregulation of WDR4 promoted LC progression through the WDR4/m7G/ZFAS1/RBFOX2 axis.
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Affiliation(s)
- Baocai Lu
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Xiao Li
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Wenjie Miao
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Qi Liu
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Ruixue Li
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Can Cui
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China
| | - Qingzu Gao
- Department of Pathology, the First Affiliated Hospital of Xinxiang Medical University, Xinxiang, Henan, China
| | - Rong Lian
- Department of Otolaryngology, the First Affiliated Hospital of Xinxiang Medical University, No. 88, Jiankang Road, Xinxiang, Henan, 453100, China.
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21
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Jiang J, Zhang Y, Wang J, Qin Y, Zhao C, He K, Wang C, Liu Y, Feng H, Cai H, He S, Li R, Galstyan DS, Yang L, Lim LW, de Abreu MS, Kalueff AV. Using Zebrafish Models to Study Epitranscriptomic Regulation of CNS Functions. J Neurochem 2025; 169:e16311. [PMID: 39825734 DOI: 10.1111/jnc.16311] [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: 10/11/2024] [Revised: 12/18/2024] [Accepted: 12/30/2024] [Indexed: 01/20/2025]
Abstract
Epitranscriptomic regulation of cell functions involves multiple post-transcriptional chemical modifications of coding and non-coding RNA that are increasingly recognized in studying human brain disorders. Although rodent models are presently widely used in neuroepitranscriptomic research, the zebrafish (Danio rerio) has emerged as a useful and promising alternative model species. Mounting evidence supports the importance of RNA modifications in zebrafish CNS function, providing additional insights into epitranscriptomic mechanisms underlying a wide range of brain disorders. Here, we discuss recent data on the role of RNA modifications in CNS regulation, with a particular focus on zebrafish models, as well as evaluate current problems, challenges, and future directions of research in this field of molecular neurochemistry.
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Affiliation(s)
- Jiayou Jiang
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Yunqian Zhang
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Jiyi Wang
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Yixin Qin
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Chonguang Zhao
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Kai He
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Chaoming Wang
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Yucheng Liu
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Haoyu Feng
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Huiling Cai
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Shulei He
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Ruiyu Li
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - David S Galstyan
- Institute of Experimental Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
- Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia
| | - Longen Yang
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Lee Wei Lim
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Murilo S de Abreu
- Graduate Program in Health Sciences, Federal University of Health Sciences of Porto Alegre, Porto Alegre, Brazil
- Moscow Institute of Physics and Technology, Moscow, Russia
- Western Caspian University, Baku, Azerbaijan
| | - Allan V Kalueff
- Suzhou Municipal Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Department of Biosciences and Bioinformatics, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Moscow Institute of Physics and Technology, Moscow, Russia
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22
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Rupareliya M, Shende P. Influence of RNA Methylation on Cancerous Cells: A Prospective Approach for Alteration of In Vivo Cellular Composition. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025; 1474:79-103. [PMID: 39259424 DOI: 10.1007/5584_2024_820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
RNA methylation is a dynamic and ubiquitous post-transcriptional modification that plays a pivotal role in regulating gene expression in various conditions like cancer, neurological disorders, cardiovascular diseases, viral infections, metabolic disorders, and autoimmune diseases. RNA methylation manifests across diverse RNA species including messenger RNA (mRNA), ribosomal RNA (rRNA), and transfer RNA (tRNA), exerting pivotal roles in gene expression regulation and various biological phenomena. Aberrant activity of writer, eraser, and reader proteins enables dysregulated methylation landscape across diverse malignancy transcriptomes, frequently promoting cancer pathogenesis. Numerous oncogenic drivers, tumour suppressors, invasion/metastasis factors, and signalling cascade components undergo methylation changes that modulate respective mRNA stability, translation, splicing, transport, and protein-RNA interactions accordingly. Functional studies confirm methylation-dependent alterations drive proliferation, survival, motility, angiogenesis, stemness, metabolism, and therapeutic evasion programs systemically. Methyltransferase overexpression typifies certain breast, liver, gastric, and other carcinomas correlating with adverse clinical outcomes like diminished overall survival. Mapping efforts uncover nodal transcripts for targeted drug development against hyperactivated regulators including METTL3. Some erasers and readers also suitable lead candidates based on apparent synthetic lethality. Proteomic screens additionally highlight relevant methylation-sensitive effector pathways amenable to combinatorial blockade, reversing compensatory signalling mechanisms that facilitate solid tumour progression. Quantifying global methylation burdens and responsible enzymes clinically predicts patient prognosis, risk stratification for adjuvant therapy, and overall therapeutic responsiveness.
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Affiliation(s)
- Manali Rupareliya
- Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, SVKM'S NMIMS, Mumbai, India
| | - Pravin Shende
- Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, SVKM'S NMIMS, Mumbai, India.
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23
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Zhang Y, Li L, Mendoza JJ, Wang D, Yan Q, Shi L, Gong Z, Zeng Z, Chen P, Xiong W. Advances in A-to-I RNA editing in cancer. Mol Cancer 2024; 23:280. [PMID: 39731127 DOI: 10.1186/s12943-024-02194-6] [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: 09/18/2024] [Accepted: 12/04/2024] [Indexed: 12/29/2024] Open
Abstract
RNA modifications are widespread throughout the mammalian transcriptome and play pivotal roles in regulating various cellular processes. These modifications are strongly linked to the development of many cancers. One of the most prevalent forms of RNA modifications in humans is adenosine-to-inosine (A-to-I) editing, catalyzed by the enzyme adenosine deaminase acting on RNA (ADAR) in double-stranded RNA (dsRNA). With advancements in RNA sequencing technologies, the role of A-to-I modification in cancer has garnered increasing attention. Research indicates that the levels and specific sites of A-to-I editing are significantly altered in many malignant tumors, correlating closely with tumor progression. This editing occurs in both coding and noncoding regions of RNA, influencing signaling pathways involved in cancer development. These modifications can either promote or suppress cancer progression through several mechanisms, including inducing non-synonymous amino acid mutations, altering the immunogenicity of dsRNAs, modulating mRNA interactions with microRNAs (miRNAs), and affecting the splicing of circular RNAs (circRNAs) as well as the function of long non-coding RNAs (lncRNAs). A comprehensive understanding of A-to-I RNA editing is crucial for advancing the diagnosis, treatment, and prognosis of human cancers. This review explores the regulatory mechanisms of A-to-I editing in cancers and examines their potential clinical applications. It also summarizes current research, identifies future directions, and highlights potential therapeutic implications.
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Affiliation(s)
- Yi Zhang
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410078, China
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, School of Basic Medicine Sciences, Central South University, Changsha, Hunan, 410078, China
| | - Lvyuan Li
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410078, China
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, School of Basic Medicine Sciences, Central South University, Changsha, Hunan, 410078, China
| | - Juana Jessica Mendoza
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410078, China
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, School of Basic Medicine Sciences, Central South University, Changsha, Hunan, 410078, China
| | - Dan Wang
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410078, China
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, School of Basic Medicine Sciences, Central South University, Changsha, Hunan, 410078, China
| | - Qijia Yan
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Lei Shi
- Department of Oral and Maxillofacial Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
| | - Zhaojian Gong
- Department of Oral and Maxillofacial Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
| | - Zhaoyang Zeng
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410078, China
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, School of Basic Medicine Sciences, Central South University, Changsha, Hunan, 410078, China
- Furong Laboratory, Changsha, Hunan, 410078, China
| | - Pan Chen
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410078, China.
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, School of Basic Medicine Sciences, Central South University, Changsha, Hunan, 410078, China.
- Furong Laboratory, Changsha, Hunan, 410078, China.
| | - Wei Xiong
- NHC Key Laboratory of Carcinogenesis and Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410078, China.
- Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, School of Basic Medicine Sciences, Central South University, Changsha, Hunan, 410078, China.
- Furong Laboratory, Changsha, Hunan, 410078, China.
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24
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Kornienko IV, Aramova OY, Tishchenko AA, Rudoy DV, Chikindas ML. RNA Stability: A Review of the Role of Structural Features and Environmental Conditions. Molecules 2024; 29:5978. [PMID: 39770066 PMCID: PMC11676819 DOI: 10.3390/molecules29245978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 12/05/2024] [Accepted: 12/16/2024] [Indexed: 01/11/2025] Open
Abstract
The stability of RNA is a critical factor in determining its functionality and degradation in the cell. In recent years, it has been shown that the stability of RNA depends on a complex interaction of external and internal factors. External conditions, such as temperature fluctuations, the level of acidity of the environment, the presence of various substances and ions, as well as the effects of oxidative stress, can change the structure of RNA and affect its stability. Internal factors, including the specific structural features of RNA and its interactions with protein molecules, also have a significant impact on the regulation of the stability of these molecules. In this article, we review the main factors influencing RNA stability, since understanding the factors influencing this extremely complex process is important not only for understanding the regulation of expression at the RNA level but also for developing new methods for isolating and stabilizing RNA in preparation for creating biobanks of genetic material. We reviewed a modern solution to this problem and formulated basic recommendations for RNA storage aimed at minimizing degradation and damage to the molecule.
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Affiliation(s)
- Igor V. Kornienko
- Center for Agrobiotechnology, Don State Technical University, Gagarina Sq. 1, Rostov-on-Don 344003, Russia; (I.V.K.); (D.V.R.); (M.L.C.)
- Federal Research Centre Southern Scientific Centre of the Russian Academy of Sciences, Chekhov Ave. 41, Rostov-on-Don 344006, Russia
- Department of Genetics Academy of Biology and Biotechnology, Southern Federal University, Stachki Ave. 194/1, Rostov-on-Don 344090, Russia
| | - Olga Yu. Aramova
- Federal Research Centre Southern Scientific Centre of the Russian Academy of Sciences, Chekhov Ave. 41, Rostov-on-Don 344006, Russia
- Department of Genetics Academy of Biology and Biotechnology, Southern Federal University, Stachki Ave. 194/1, Rostov-on-Don 344090, Russia
| | - Anna A. Tishchenko
- Department of Big Data and Machine Learning, St. Petersburg National Research University of Information Technologies, Mechanics and Optics, Kronverksky Pr. 49, St. Petersburg 197101, Russia;
| | - Dmitriy V. Rudoy
- Center for Agrobiotechnology, Don State Technical University, Gagarina Sq. 1, Rostov-on-Don 344003, Russia; (I.V.K.); (D.V.R.); (M.L.C.)
| | - Michael Leonidas Chikindas
- Center for Agrobiotechnology, Don State Technical University, Gagarina Sq. 1, Rostov-on-Don 344003, Russia; (I.V.K.); (D.V.R.); (M.L.C.)
- Health Promoting Naturals Laboratory, School of Environmental and Biological Sciences, Rutgers State University, 65 Dudley Road, New Brunswick, NJ 08901-8525, USA
- Department of General Hygiene, I.M. Sechenov First Moscow State Medical University, Trubetskaya Str. 8, Bldg 2, Moscow 119048, Russia
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25
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Benak D, Sevcikova A, Holzerova K, Hlavackova M. FTO in health and disease. Front Cell Dev Biol 2024; 12:1500394. [PMID: 39744011 PMCID: PMC11688314 DOI: 10.3389/fcell.2024.1500394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 12/05/2024] [Indexed: 01/04/2025] Open
Abstract
Fat mass and obesity-associated (FTO) protein, a key enzyme integral to the dynamic regulation of epitranscriptomic modifications in RNAs, significantly influences crucial RNA lifecycle processes, including splicing, export, decay, and translation. The role of FTO in altering the epitranscriptome manifests across a spectrum of physiological and pathological conditions. This review aims to consolidate current understanding regarding the implications of FTO in health and disease, with a special emphasis on its involvement in obesity and non-communicable diseases associated with obesity, such as diabetes, cardiovascular disease, and cancer. It also summarizes the established molecules with FTO-inhibiting activity. Given the extensive impact of FTO on both physiology and pathophysiology, this overview provides illustrative insights into its roles, rather than an exhaustive account. A proper understanding of FTO function in human diseases could lead to new treatment approaches, potentially unlocking novel avenues for addressing both metabolic disorders and malignancies. The evolving insights into FTO's regulatory mechanisms hold great promise for future advancements in disease treatment and prevention.
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Affiliation(s)
| | | | | | - Marketa Hlavackova
- Laboratory of Developmental Cardiology, Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
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26
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Pan X, Bruch A, Blango MG. Past, Present, and Future of RNA Modifications in Infectious Disease Research. ACS Infect Dis 2024; 10:4017-4029. [PMID: 39569943 DOI: 10.1021/acsinfecdis.4c00598] [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] [Indexed: 11/22/2024]
Abstract
In early 2024, the National Academies of Sciences, Engineering, and Medicine (NASEM) released a roadmap for the future of research into mapping ribonucleic acid (RNA) modifications, which underscored the importance of better defining these diverse chemical changes to the RNA macromolecule. As nearly all mature RNA molecules harbor some form of modification, we must understand RNA modifications to fully appreciate the functionality of RNA. The NASEM report calls for massive mobilization of resources and investment akin to the transformative Human Genome Project of the early 1990s. Like the Human Genome Project, a concerted effort in improving our ability to assess every single modification on every single RNA molecule in an organism will change the way we approach biological questions, accelerate technological advance, and improve our understanding of the molecular world. Consequently, we are also at the start of a revolution in defining the impact of RNA modifications in the context of host-microbe and even microbe-microbe interactions. In this perspective, we briefly introduce RNA modifications to the infection biologist, highlight key aspects of the NASEM report and exciting examples of RNA modifications contributing to host and pathogen biology, and finally postulate where infectious disease research may benefit from this exciting new endeavor in globally mapping RNA modifications.
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Affiliation(s)
- Xiaoqing Pan
- Junior Research Group RNA Biology of Fungal Infections, Leibniz Institute for Natural Product Research and Infection Biology: Hans Knöll Institute (HKI), 07745 Jena, Germany
| | - Alexander Bruch
- Junior Research Group RNA Biology of Fungal Infections, Leibniz Institute for Natural Product Research and Infection Biology: Hans Knöll Institute (HKI), 07745 Jena, Germany
| | - Matthew G Blango
- Junior Research Group RNA Biology of Fungal Infections, Leibniz Institute for Natural Product Research and Infection Biology: Hans Knöll Institute (HKI), 07745 Jena, Germany
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27
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Qin X, Huo X, Dong J, Liu X, Wei X, Chen S, Gu W. METTL14 depletion induces trophoblast cell dysfunction by inhibiting miR-21-5p processing in an m6A-dependent manner. Int Immunopharmacol 2024; 142:113200. [PMID: 39332090 DOI: 10.1016/j.intimp.2024.113200] [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: 06/27/2024] [Revised: 09/07/2024] [Accepted: 09/15/2024] [Indexed: 09/29/2024]
Abstract
Spontaneous abortion (SA) is a devastating, but common outcome for expectant parents and their families. However, the mechanism of SA occurrence remains mostly unknown. Herein, we examined human SA villi samples and found decreased N6-methyladenosine (m6A) levels and methyltransferase-like protein 14 (METTL14) expression compared with those in healthy women. Knockdown of METTL14 in trophoblast HTR8 cells induced cellular dysfunction. We identified candidate differentially expressed microRNAs and found that METTL14 accelerated miR-21-5p processing by modulating its m6A modification level. Exogenous miR-21-5p expression attenuated METTL14 knockdown-induced cellular dysfunction. Subsequently, we found that SMAD family member 7 (SMAD7) expression is inhibited by miR-21-5p and that knockdown of SMAD7 rescued the trophoblast cell dysfunction induced by miR-21-5p inhibitors. Then, we revealed that METTL14 can regulate the SMAD7 pathway by modulating miR-21-5p. Finally, we found that exposing pregnant mice to an m6A inhibitor caused embryo loss and reduced expression levels of Mettl14 and miR-21-5p while increasing Smad7 levels. Taken together, this study establishes the involvement of m6A in SA and identified a novel SA signaling pathway. These results reveal the underlying molecular mechanisms of trophoblast cell dysfunction induced by m6A modification and provide new strategies to identify and mitigate SA.
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Affiliation(s)
- Xiaoli Qin
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, China; Shanghai Municipal Key Clinical Specialty Project, Shanghai, China
| | - Xiaona Huo
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, China; Shanghai Municipal Key Clinical Specialty Project, Shanghai, China
| | - Junpeng Dong
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, China; Shanghai Municipal Key Clinical Specialty Project, Shanghai, China
| | - Xueqing Liu
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, China; Shanghai Municipal Key Clinical Specialty Project, Shanghai, China
| | - Xiaowei Wei
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, China; Shanghai Municipal Key Clinical Specialty Project, Shanghai, China
| | - Shufang Chen
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, China; Shanghai Municipal Key Clinical Specialty Project, Shanghai, China.
| | - Wei Gu
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai Key Laboratory of Embryo Original Diseases, Shanghai, China; Shanghai Municipal Key Clinical Specialty Project, Shanghai, China.
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28
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Wang X, Ma X, Chen S, Fan M, Jin C, Chen Y, Wang S, Wang Z, Meng F, Zhang C, Yang L. Harnessing m1A modification: a new frontier in cancer immunotherapy. Front Immunol 2024; 15:1517604. [PMID: 39687616 PMCID: PMC11647001 DOI: 10.3389/fimmu.2024.1517604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Accepted: 11/18/2024] [Indexed: 12/18/2024] Open
Abstract
N1-methyladenosine (m1A) modification is an epigenetic change that occurs on RNA molecules, regulated by a suite of enzymes including methyltransferases (writers), demethylases (erasers), and m1A-recognizing proteins (readers). This modification significantly impacts the function of RNA and various biological processes by affecting the structure, stability, translation, metabolism, and gene expression of RNA. Thereby, m1A modification is closely associated with the occurrence and progression of cancer. This review aims to explore the role of m1A modification in tumor immunity. m1A affects tumor immune responses by directly regulating immune cells and indirectly modulating tumor microenvironment. Besides, we also discuss the implications of m1A-mediated metabolic reprogramming and its nexus with immune checkpoint inhibitors, unveiling promising avenues for immunotherapeutic intervention. Additionally, the m1AScore, established based on the expression patterns of m1A modification, can be used to predict tumor prognosis and guide personalized therapy. Our review underscores the significance of m1A modification as a burgeoning frontier in cancer biology and immuno-oncology, with the potential to revolutionize cancer treatment strategies.
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Affiliation(s)
- Xinru Wang
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Carcinogenesis and Intervention, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Xiaoqing Ma
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Carcinogenesis and Intervention, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Siyu Chen
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Carcinogenesis and Intervention, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Minyan Fan
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Carcinogenesis and Intervention, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Chenying Jin
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Carcinogenesis and Intervention, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Yushi Chen
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Carcinogenesis and Intervention, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Shaodong Wang
- Affiliated Nanjing Jinling Hospital, School of Medicine, Nanjing University, Nanjing, Jiangsu, China
| | - Zhiying Wang
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao, Shandong, China
| | - Fei Meng
- Department of Clinical Laboratory, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Chengwan Zhang
- Department of Central Laboratory, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huai’an, Jiangsu, China
| | - Lin Yang
- State Key Laboratory of Natural Medicines, Jiangsu Key Laboratory of Carcinogenesis and Intervention, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu, China
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29
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Mars JC, Culjkovic-Kraljacic B, Borden KL. eIF4E orchestrates mRNA processing, RNA export and translation to modify specific protein production. Nucleus 2024; 15:2360196. [PMID: 38880976 PMCID: PMC11185188 DOI: 10.1080/19491034.2024.2360196] [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: 02/12/2024] [Accepted: 05/22/2024] [Indexed: 06/18/2024] Open
Abstract
The eukaryotic translation initiation factor eIF4E acts as a multifunctional factor that simultaneously influences mRNA processing, export, and translation in many organisms. Its multifactorial effects are derived from its capacity to bind to the methyl-7-guanosine cap on the 5'end of mRNAs and thus can act as a cap chaperone for transcripts in the nucleus and cytoplasm. In this review, we describe the multifactorial roles of eIF4E in major mRNA-processing events including capping, splicing, cleavage and polyadenylation, nuclear export and translation. We discuss the evidence that eIF4E acts at two levels to generate widescale changes to processing, export and ultimately the protein produced. First, eIF4E alters the production of components of the mRNA processing machinery, supporting a widescale reprogramming of multiple mRNA processing events. In this way, eIF4E can modulate mRNA processing without physically interacting with target transcripts. Second, eIF4E also physically interacts with both capped mRNAs and components of the RNA processing or translation machineries. Further, specific mRNAs are sensitive to eIF4E only in particular mRNA processing events. This selectivity is governed by the presence of cis-acting elements within mRNAs known as USER codes that recruit relevant co-factors engaging the appropriate machinery. In all, we describe the molecular bases for eIF4E's multifactorial function and relevant regulatory pathways, discuss the basis for selectivity, present a compendium of ~80 eIF4E-interacting factors which play roles in these activities and provide an overview of the relevance of its functions to its oncogenic potential. Finally, we summarize early-stage clinical studies targeting eIF4E in cancer.
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Affiliation(s)
- Jean-Clément Mars
- Institute of Research in Immunology and Cancer, Department of Pathology and Cell Biology, Université de Montréal, Montréal, QC, Canada
| | - Biljana Culjkovic-Kraljacic
- Institute of Research in Immunology and Cancer, Department of Pathology and Cell Biology, Université de Montréal, Montréal, QC, Canada
| | - Katherine L.B. Borden
- Institute of Research in Immunology and Cancer, Department of Pathology and Cell Biology, Université de Montréal, Montréal, QC, Canada
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30
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Balamurli G, Liew AQX, Tee WW, Pervaiz S. Interplay between epigenetics, senescence and cellular redox metabolism in cancer and its therapeutic implications. Redox Biol 2024; 78:103441. [PMID: 39612910 PMCID: PMC11629570 DOI: 10.1016/j.redox.2024.103441] [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: 10/29/2024] [Revised: 11/20/2024] [Accepted: 11/22/2024] [Indexed: 12/01/2024] Open
Abstract
There is accumulating evidence indicating a close crosstalk between key molecular events regulating cell growth and proliferation, which could profoundly impact carcinogenesis and its progression. Here we focus on reviewing observations highlighting the interplay between epigenetic modifications, irreversible cell cycle arrest or senescence, and cellular redox metabolism. Epigenetic alterations, such as DNA methylation and histone modifications, dynamically influence tumour transcriptome, thereby impacting tumour phenotype, survival, growth and spread. Interestingly, the acquisition of senescent phenotype can be triggered by epigenetic changes, acting as a double-edged sword via its ability to suppress tumorigenesis or by facilitating an inflammatory milieu conducive for cancer progression. Concurrently, an aberrant redox metabolism, which is a function of the balance between reactive oxygen species (ROS) generation and intracellular anti-oxidant defences, influences signalling cascades and genomic stability in cancer cells by serving as a critical link between epigenetics and senescence. Recognizing this intricate interconnection offers a nuanced perspective for therapeutic intervention by simultaneously targeting specific epigenetic modifications, modulating senescence dynamics, and restoring redox homeostasis.
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Affiliation(s)
- Geoffrey Balamurli
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore (NUS), Singapore; NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of Medicine, NUS, Singapore; Chromatin Dynamics and Disease Epigenetics Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | - Angeline Qiu Xia Liew
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore (NUS), Singapore; Integrative Science and Engineering Programme (ISEP), NUS Graduate School (NUSGS), NUS, Singapore
| | - Wee Wei Tee
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore (NUS), Singapore; NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of Medicine, NUS, Singapore; Chromatin Dynamics and Disease Epigenetics Lab, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore
| | - Shazib Pervaiz
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore (NUS), Singapore; NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of Medicine, NUS, Singapore; Integrative Science and Engineering Programme (ISEP), NUS Graduate School (NUSGS), NUS, Singapore; NUS Medicine Healthy Longevity Program, NUS, Singapore; National University Cancer Institute, National University Health System, Singapore.
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31
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Luan Y, Jia R, Chai P, Fan X. m 6A and beyond: RNA modifications shaping angiogenesis. Trends Mol Med 2024:S1471-4914(24)00302-2. [PMID: 39609142 DOI: 10.1016/j.molmed.2024.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 10/22/2024] [Accepted: 11/04/2024] [Indexed: 11/30/2024]
Abstract
RNA modifications are crucial post-transcriptional processes that significantly influence gene expression, RNA stability, nuclear transport, and translational capacity. Angiogenesis, the formation of new blood vessels, is a physiological process that is dysregulated in many pathological conditions, including ocular diseases, immune disorders, and cancer. In this review, we compile the current understanding of the intricate relationship between various RNA modifications and angiogenic mechanisms, spotlighting emerging evidence that underscore their pivotal regulatory roles in both physiological and pathological angiogenesis. Furthermore, we delve into recent advances in innovative therapeutic approaches that target RNA modifications to modulate angiogenesis, offering insights into their potential as novel treatment modalities.
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Affiliation(s)
- Yu Luan
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China
| | - Renbing Jia
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
| | - Peiwei Chai
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
| | - Xianqun Fan
- Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China.
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Haseltine WA, Patarca R. The RNA Revolution in the Central Molecular Biology Dogma Evolution. Int J Mol Sci 2024; 25:12695. [PMID: 39684407 DOI: 10.3390/ijms252312695] [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: 11/11/2024] [Revised: 11/24/2024] [Accepted: 11/25/2024] [Indexed: 12/18/2024] Open
Abstract
Human genome projects in the 1990s identified about 20,000 protein-coding sequences. We are now in the RNA revolution, propelled by the realization that genes determine phenotype beyond the foundational central molecular biology dogma, stating that inherited linear pieces of DNA are transcribed to RNAs and translated into proteins. Crucially, over 95% of the genome, initially considered junk DNA between protein-coding genes, encodes essential, functionally diverse non-protein-coding RNAs, raising the gene count by at least one order of magnitude. Most inherited phenotype-determining changes in DNA are in regulatory areas that control RNA and regulatory sequences. RNAs can directly or indirectly determine phenotypes by regulating protein and RNA function, transferring information within and between organisms, and generating DNA. RNAs also exhibit high structural, functional, and biomolecular interaction plasticity and are modified via editing, methylation, glycosylation, and other mechanisms, which bestow them with diverse intra- and extracellular functions without altering the underlying DNA. RNA is, therefore, currently considered the primary determinant of cellular to populational functional diversity, disease-linked and biomolecular structural variations, and cell function regulation. As demonstrated by RNA-based coronavirus vaccines' success, RNA technology is transforming medicine, agriculture, and industry, as did the advent of recombinant DNA technology in the 1980s.
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Affiliation(s)
- William A Haseltine
- Access Health International, 384 West Lane, Ridgefield, CT 06877, USA
- Feinstein Institutes for Medical Research, 350 Community Dr, Manhasset, NY 11030, USA
| | - Roberto Patarca
- Access Health International, 384 West Lane, Ridgefield, CT 06877, USA
- Feinstein Institutes for Medical Research, 350 Community Dr, Manhasset, NY 11030, USA
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Zhu XT, Sanz-Jimenez P, Ning XT, Tahir Ul Qamar M, Chen LL. Direct RNA sequencing in plants: Practical applications and future perspectives. PLANT COMMUNICATIONS 2024; 5:101064. [PMID: 39155503 PMCID: PMC11589328 DOI: 10.1016/j.xplc.2024.101064] [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: 05/13/2024] [Revised: 07/17/2024] [Accepted: 08/14/2024] [Indexed: 08/20/2024]
Abstract
The transcriptome serves as a bridge that links genomic variation to phenotypic diversity. A vast number of studies using next-generation RNA sequencing (RNA-seq) over the last 2 decades have emphasized the essential roles of the plant transcriptome in response to developmental and environmental conditions, providing numerous insights into the dynamic changes, evolutionary traces, and elaborate regulation of the plant transcriptome. With substantial improvement in accuracy and throughput, direct RNA sequencing (DRS) has emerged as a new and powerful sequencing platform for precise detection of native and full-length transcripts, overcoming many limitations such as read length and PCR bias that are inherent to short-read RNA-seq. Here, we review recent advances in dissecting the complexity and diversity of plant transcriptomes using DRS as the main technological approach, covering many aspects of RNA metabolism, including novel isoforms, poly(A) tails, and RNA modification, and we propose a comprehensive workflow for processing of plant DRS data. Many challenges to the application of DRS in plants, such as the need for machine learning tools tailored to plant transcriptomes, remain to be overcome, and together we outline future biological questions that can be addressed by DRS, such as allele-specific RNA modification. This technology provides convenient support on which the connection of distinct RNA features is tightly built, sustainably refining our understanding of the biological functions of the plant transcriptome.
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Affiliation(s)
- Xi-Tong Zhu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Life Science and Technology, Guangxi University, Nanning 530004, China.
| | - Pablo Sanz-Jimenez
- National Key Laboratory of Crop Genetic Improvement, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China
| | - Xiao-Tong Ning
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Life Science and Technology, Guangxi University, Nanning 530004, China
| | - Muhammad Tahir Ul Qamar
- Integrative Omics and Molecular Modeling Laboratory, Department of Bioinformatics and Biotechnology, Government College University Faisalabad (GCUF), Faisalabad 38000, Pakistan
| | - Ling-Ling Chen
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Life Science and Technology, Guangxi University, Nanning 530004, China.
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Zhang C, Lu YJ, Wang M, Chen B, Xiong F, Mitsopoulos C, Rossanese O, Li X, Clarke PA. Characterisation of APOBEC3B-Mediated RNA editing in breast cancer cells reveals regulatory roles of NEAT1 and MALAT1 lncRNAs. Oncogene 2024; 43:3366-3377. [PMID: 39322638 PMCID: PMC11554567 DOI: 10.1038/s41388-024-03171-5] [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: 11/16/2023] [Revised: 08/30/2024] [Accepted: 09/13/2024] [Indexed: 09/27/2024]
Abstract
RNA editing is a crucial post-transcriptional process that influences gene expression and increases the diversity of the proteome as a result of amino acid substitution. Recently, the APOBEC3 family has emerged as a significant player in this mechanism, with APOBEC3A (A3A) having prominent roles in base editing during immune and stress responses. APOBEC3B (A3B), another family member, has gained attention for its potential role in generating genomic DNA mutations in breast cancer. In this study, we coupled an inducible expression cell model with a novel methodology for identifying differential variants in RNA (DVRs) to map A3B-mediated RNA editing sites in a breast cancer cell model. Our findings indicate that A3B engages in selective RNA editing including targeting NEAT1 and MALAT1 long non-coding RNAs that are often highly expressed in tumour cells. Notably, the binding of these RNAs sequesters A3B and suppresses global A3B activity against RNA and DNA. Release of A3B from NEAT1/MALAT1 resulted in increased A3B activity at the expense of A3A activity suggesting a regulatory feedback loop between the two family members. This research substantially advances our understanding of A3B's role in RNA editing, its mechanistic underpinnings, and its potential relevance in the pathogenesis of breast cancer.
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Affiliation(s)
- Chi Zhang
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK
- Shanghai Institute of Biological Products, Shanghai, China
| | - Yu-Jing Lu
- Guangdong Medicine-Engineering Interdisciplinary Technology Research Centre, School of Biomedical and Pharmaceutical Sciences, Guangdong University of Technology, Guangzhou, China
| | - Mei Wang
- Shanghai Institute of Biological Products, Shanghai, China
| | - Bingjie Chen
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK
- GMU-GIBH Joint School of Life Sciences, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Feifei Xiong
- Shanghai Institute of Biological Products, Shanghai, China
| | - Costas Mitsopoulos
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK
| | - Olivia Rossanese
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK
| | - Xiuling Li
- Shanghai Institute of Biological Products, Shanghai, China.
| | - Paul A Clarke
- Centre for Cancer Drug Discovery, The Institute of Cancer Research, London, UK.
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Flick KM, Demirci H, Demirci FY. Epigenetics of Conjunctival Melanoma: Current Knowledge and Future Directions. Cancers (Basel) 2024; 16:3687. [PMID: 39518125 PMCID: PMC11544918 DOI: 10.3390/cancers16213687] [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: 09/19/2024] [Revised: 10/24/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024] Open
Abstract
The purpose of this article is to provide a literature review of the epigenetic understanding of conjunctival melanoma (CM), with a primary focus on current gaps in knowledge and future directions in research. CM is a rare aggressive cancer that predominantly affects older adults. Local recurrences and distant metastases commonly occur in CM patients; however, their prediction and management remain challenging. Hence, there is currently an unmet need for useful biomarkers and more effective treatments to improve the clinical outcomes of these patients. Like other cancers, CM occurrence and prognosis are believed to be influenced by multiple genetic and epigenetic factors that contribute to tumor development/progression/recurrence/spread, immune evasion, and primary/acquired resistance to therapies. Epigenetic alterations may involve changes in chromatin conformation/accessibility, post-translational histone modifications or the use of histone variants, changes in DNA methylation, alterations in levels/functions of short (small) or long non-coding RNAs (ncRNAs), or RNA modifications. While recent years have witnessed a rapid increase in available epigenetic technologies and epigenetic modulation-based treatment options, which has enabled the development/implementation of various epi-drugs in the cancer field, the epigenetic understanding of CM remains limited due to a relatively small number of epigenetic studies published to date. These studies primarily investigated DNA methylation, ncRNA (e.g., miRNA or circRNA) expression, or RNA methylation. While these initial epigenetic investigations have revealed some potential biomarkers and/or therapeutic targets, they had various limitations, and their findings warrant replication in independent and larger studies/samples. In summary, an in-depth understanding of CM epigenetics remains largely incomplete but essential for advancing our molecular knowledge and improving clinical management/outcomes of this aggressive disease.
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Affiliation(s)
- Kaylea M. Flick
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Hakan Demirci
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI 48105, USA
| | - F. Yesim Demirci
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
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36
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Yu X, Zhang H, Zhang H, Hou C, Wang X, Gu P, Han Y, Yang Z, Zou W. The role of epigenetic methylations in thyroid Cancer. World J Surg Oncol 2024; 22:281. [PMID: 39456011 PMCID: PMC11515417 DOI: 10.1186/s12957-024-03568-2] [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: 04/26/2024] [Accepted: 10/19/2024] [Indexed: 10/28/2024] Open
Abstract
Thyroid cancer (TC) represents one of the most prevalent endocrine malignancies, with a rising incidence worldwide. Epigenetic alterations, which modify gene expression without altering the underlying DNA sequence, have garnered significant attention in recent years. Increasing evidence underscores the pivotal role of epigenetic modifications, including DNA methylation, RNA methylation, and histone methylation, in the pathogenesis of TC. This review provides a comprehensive overview of these reversible and environmentally influenced epigenetic modifications, highlighting their molecular mechanisms and functional roles in TC. Additionally, the clinical implications, challenges associated with studying these epigenetic modifications, and potential future research directions are explored.
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Affiliation(s)
- Xiaojie Yu
- Department of Thyroid Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China
| | - Hao Zhang
- Department of Thyroid Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China
| | - Haojie Zhang
- Department of Thyroid Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China
| | - Changran Hou
- Department of Thyroid Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China
| | - Xiaohong Wang
- Department of Breast Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China
| | - Pengfei Gu
- Department of Thyroid Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China
| | - Yong Han
- Department of Thyroid Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China.
| | - Zhenlin Yang
- Department of Thyroid Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China.
| | - Weiwei Zou
- Department of Thyroid Surgery, Binzhou Medical University Hospital, Binzhou, Shandong, 256603, P.R. China.
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37
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Tang L, Tian H, Min Q, You H, Yin M, Yang L, Zhao Y, Wu X, Li M, Du F, Chen Y, Deng S, Li X, Chen M, Gu L, Sun Y, Xiao Z, Li W, Shen J. Decoding the epitranscriptome: a new frontier for cancer therapy and drug resistance. Cell Commun Signal 2024; 22:513. [PMID: 39434167 PMCID: PMC11492518 DOI: 10.1186/s12964-024-01854-w] [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: 07/04/2024] [Accepted: 09/25/2024] [Indexed: 10/23/2024] Open
Abstract
As the role of RNA modification in gene expression regulation and human diseases, the "epitranscriptome" has been shown to be an important player in regulating many physiological and pathological processes. Meanwhile, the phenomenon of cancer drug resistance is becoming more and more frequent, especially in the case of cancer chemotherapy resistance. In recent years, research on relationship between post-transcriptional modification and cancer including drug resistance has become a hot topic, especially the methylation of the sixth nitrogen site of RNA adenosine-m6A (N6-methyladenosine). m6A modification is the most common post-transcriptional modification of eukaryotic mRNA, accounting for 80% of RNA methylation modifications. At the same time, several other modifications of RNA, such as N1-methyladenosine (m1A), 5-methylcytosine (m5C), 3-methylcytosine (m3C), pseudouridine (Ψ) and N7-methylguanosine (m7G) have also been demonstrated to be involved in cancer and drug resistance. This review mainly discusses the research progress of RNA modifications in the field of cancer and drug resistance and targeting of m6A regulators by small molecule modulators, providing reference for future study and development of combination therapy to reverse cancer drug resistance.
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Affiliation(s)
- Lu Tang
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- Scientific Research and Experimental Training Center, Sichuan College of Traditional Chinese Medicine, Mianyang, China
| | - Hua Tian
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- School of Nursing, Chongqing College of Humanities, Science & Technology, Chongqing, 401520, China
| | - Qi Min
- Department of Pharmacy, Mianyang Hospital of TCM, Sichuan Mianyang, 621000, China
| | - Huili You
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Mengshuang Yin
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Liqiong Yang
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Yueshui Zhao
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Xu Wu
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Mingxing Li
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Fukuan Du
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Yu Chen
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Shuai Deng
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Xiaobing Li
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Meijuan Chen
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China
| | - Li Gu
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
| | - Yuhong Sun
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China
| | - Zhangang Xiao
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China.
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China.
| | - Wanping Li
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China.
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China.
| | - Jing Shen
- Department of Pharmacology, School of Pharmacy, Laboratory of Molecular Pharmacology, Southwest Medical University, Luzhou, Sichuan, 646000, China.
- South Sichuan Institute of Translational Medicine, Luzhou, 646000, China.
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Karmakar A, Kumar U, Prabhu S, Ravindran V, Nagaraju SP, Suryakanth VB, Prabhu MM, Karmakar S. Molecular profiling and therapeutic tailoring to address disease heterogeneity in systemic lupus erythematosus. Clin Exp Med 2024; 24:223. [PMID: 39294397 PMCID: PMC11410857 DOI: 10.1007/s10238-024-01484-z] [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: 07/03/2024] [Accepted: 09/02/2024] [Indexed: 09/20/2024]
Abstract
Systemic lupus erythematosus (SLE) is a chronic, heterogeneous, systemic autoimmune disease characterized by autoantibody production, complement activation, and immune complex deposition. SLE predominantly affects young, middle-aged, and child-bearing women with episodes of flare-up and remission, although it affects males at a much lower frequency (female: male; 7:1 to 15:1). Technological and molecular advancements have helped in patient stratification and improved patient prognosis, morbidity, and treatment regimens overall, impacting quality of life. Despite several attempts to comprehend the pathogenesis of SLE, knowledge about the precise molecular mechanisms underlying this disease is still lacking. The current treatment options for SLE are pragmatic and aim to develop composite biomarkers for daily practice, which necessitates the robust development of novel treatment strategies and drugs targeting specific responsive pathways. In this communication, we review and aim to explore emerging therapeutic modalities, including multiomics-based approaches, rational drug design, and CAR-T-cell-based immunotherapy, for the management of SLE.
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Affiliation(s)
- Abhibroto Karmakar
- Department of General Medicine, Kasturba Medical College, Manipal, Manipal Academy Higher Education, Manipal, India
| | - Uma Kumar
- Department of Rheumatology, All India Institute of Medical Sciences New Delhi, New Delhi, India
| | - Smitha Prabhu
- Department of Dermatology, Kasturba Medical College, Manipal Academy Higher Education, Manipal, India
| | - Vinod Ravindran
- Department of General Medicine, Kasturba Medical College, Manipal, Manipal Academy Higher Education, Manipal, India
- Department of Rheumatology, Centre for Rheumatology, Kozhikode, Kerala, India
| | - Shankar Prasad Nagaraju
- Department of Nephrology, Kasturba Medical College Manipal, Manipal Academy Higher Education, Manipal, India
| | - Varashree Bolar Suryakanth
- Department of Biochemistry, Kasturba Medical College Manipal, Manipal Academy Higher Education, Manipal, India
| | - Mukhyaprana M Prabhu
- Department of General Medicine, Kasturba Medical College, Manipal, Manipal Academy Higher Education, Manipal, India.
| | - Subhradip Karmakar
- Department of Biochemistry, All India Institute of Medical Sciences New Delhi, New Delhi, India.
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39
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Yoshinori F, Imai K, Horton P. Prediction of mitochondrial targeting signals and their cleavage sites. Methods Enzymol 2024; 706:161-192. [PMID: 39455214 DOI: 10.1016/bs.mie.2024.07.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2024]
Abstract
In this chapter we survey prediction tools and computational methods for the prediction of amino acid sequence elements which target proteins to the mitochondria. We will primarily focus on the prediction of N-terminal mitochondrial targeting signals (MTSs) and their N-terminal cleavage sites by mitochondrial peptidases. We first give practical details useful for using and installing some prediction tools. Then we describe procedures for preparing datasets of MTS containing proteins for statistical analysis or development of new prediction methods. Following that we lightly survey some of the computational techniques used by prediction tools. Finally, after discussing some caveats regarding the reliability of such methods to predict the effects of mutations on MTS function; we close with a discussion of possible future directions of computer prediction methods related to mitochondrial proteins.
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Affiliation(s)
- Fukasawa Yoshinori
- Center for Bioscience Research and Education, Utsunomiya University, Japan
| | - Kenichiro Imai
- Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Japan
| | - Paul Horton
- Department of Computer Science and Information Engineering, National Cheng Kung University, Taiwan.
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40
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Wang Y, Zou J, Zhou H. N6-methyladenine RNA methylation epigenetic modification and diabetic microvascular complications. Front Endocrinol (Lausanne) 2024; 15:1462146. [PMID: 39296713 PMCID: PMC11408340 DOI: 10.3389/fendo.2024.1462146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 08/20/2024] [Indexed: 09/21/2024] Open
Abstract
N6-methyladensine (m6A) has been identified as the best-characterized and the most abundant mRNA modification in eukaryotes. It can be dynamically regulated, removed, and recognized by its specific cellular components (respectively called "writers," "erasers," "readers") and have become a hot research field in a variety of biological processes and diseases. Currently, the underlying molecular mechanisms of m6A epigenetic modification in diabetes mellitus (DM) and diabetic microvascular complications have not been extensively clarified. In this review, we focus on the effects and possible mechanisms of m6A as possible potential biomarkers and therapeutic targets in the treatment of DM and diabetic microvascular complications.
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Affiliation(s)
- Yuanyuan Wang
- Department of Nephrology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jiayun Zou
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Hua Zhou
- Department of Nephrology, Shengjing Hospital of China Medical University, Shenyang, China
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41
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He W, Cong Z, Niu C, Cheng F, Yi T, Yao Z, Zhang Y, Jiang X, Sun X, Niu Z, Fu Q. A prognostic signature based on genes associated with m6A/m5C/m1A/m7G modifications and its immunological characteristics in clear cell renal cell carcinoma. Sci Rep 2024; 14:18708. [PMID: 39134681 PMCID: PMC11319670 DOI: 10.1038/s41598-024-69639-2] [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: 02/16/2024] [Accepted: 08/07/2024] [Indexed: 08/15/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is characterized by a high incidence and mortality rate. Despite advancements in therapeutic interventions, the prognosis for renal cancer patients remains suboptimal. Of late, methylation modifications have emerged as promising molecular targets for tumor assessment and treatment, yet their potential has not been fully investigated in the context of ccRCC. Transcriptomic and clinical data were extracted from The Cancer Genome Atlas, Gene Expression Omnibus, and ArrayExpress databases, leading to the identification of 57 methylation-related genes (MRGs). Utilizing DESeq2 analysis, Cox regression analysis, and the LASSO regression algorithm, a Methylation-Related Risk Score (MARS) was constructed. Cluster analysis, Gene Ontology (GO) analysis, clinical feature analysis, immune infiltration analysis, and mutation analysis were further employed to evaluate the model. Our investigation identified six pivotal prognostic MRGs and established a risk score predicated on m6A/m5C/m1A/m7G regulatory factors. This score was validated across two external cohorts and can be utilized to assess individual immune infiltration statuses and predict responses to immunotherapy. Moreover, cluster analysis delineated two distinct m6A/m5C/m1A/m7G gene clusters. We have developed and validated a robust prognostic signature based on genes associated with m6A, m5C, m1A, and m7G modifications. This gene signature demonstrates significant prognostic value in assessing survival outcomes, clinical characteristics, immune infiltration, and responses to immunotherapy in ccRCC patients. This finding provides valuable insights for refining precision treatment strategies.
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Affiliation(s)
- Wei He
- Department of Urology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Zixiang Cong
- Department of Urology, Weihai Municipal Hospital Affiliated to Shandong University, Weihai, Shandong, China
| | - Chengtao Niu
- Department of Urology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Fajuan Cheng
- Department of Nephrology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Tinghai Yi
- Department of Urology, Traditional Chinese Hospital of Yiyuan County, Zibo, Shandong, China
| | - Zhongshun Yao
- Department of Emergency, Liaocheng People's Hospital, Liaocheng, Shandong, China
| | - Yiming Zhang
- Department of Urology, People's Hospital of Changle County, Weifang, Shandong, China
| | - Xue Jiang
- Medical School, Shandong Xiehe University, Jinan, Shandong, China
| | - Xintong Sun
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Zhihong Niu
- Department of Urology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China.
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
| | - Qiang Fu
- Department of Urology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China.
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
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42
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Tang X, Guo M, Zhang Y, Lv J, Gu C, Yang Y. Examining the evidence for mutual modulation between m6A modification and circular RNAs: current knowledge and future prospects. J Exp Clin Cancer Res 2024; 43:216. [PMID: 39095902 PMCID: PMC11297759 DOI: 10.1186/s13046-024-03136-2] [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: 05/06/2024] [Accepted: 07/22/2024] [Indexed: 08/04/2024] Open
Abstract
The resistance of cancer cells to treatment significantly impedes the success of therapy, leading to the recurrence of various types of cancers. Understanding the specific mechanisms of therapy resistance may offer novel approaches for alleviating drug resistance in cancer. Recent research has shown a reciprocal relationship between circular RNAs (circRNAs) and N6-methyladenosine (m6A) modification, and their interaction can affect the resistance and sensitivity of cancer therapy. This review aims to summarize the latest developments in the m6A modification of circRNAs and their importance in regulating therapy resistance in cancer. Furthermore, we explore their mutual interaction and exact mechanisms and provide insights into potential future approaches for reversing cancer resistance.
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Affiliation(s)
- Xiaozhu Tang
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
- School of Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Mengjie Guo
- School of Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yuanjiao Zhang
- School of Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Junxian Lv
- School of Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Chunyan Gu
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China.
- School of Medicine, Nanjing University of Chinese Medicine, Nanjing, China.
| | - Ye Yang
- School of Medicine, Nanjing University of Chinese Medicine, Nanjing, China.
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43
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Xu S, Zhang Y, Yang Y, Dong K, Zhang H, Luo C, Liu SM. A m 6A regulators-related classifier for prognosis and tumor microenvironment characterization in hepatocellular carcinoma. Front Immunol 2024; 15:1374465. [PMID: 39119345 PMCID: PMC11306056 DOI: 10.3389/fimmu.2024.1374465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 07/11/2024] [Indexed: 08/10/2024] Open
Abstract
Background Increasing evidence have highlighted the biological significance of mRNA N6-methyladenosine (m6A) modification in regulating tumorigenicity and progression. However, the potential roles of m6A regulators in tumor microenvironment (TME) formation and immune cell infiltration in liver hepatocellular carcinoma (LIHC or HCC) requires further clarification. Method RNA sequencing data were obtained from TCGA-LIHC databases and ICGC-LIRI-JP databases. Consensus clustering algorithm was used to identify m6A regulators cluster subtypes. Weighted gene co-expression network analysis (WGCNA), LASSO regression, Random Forest (RF), and Support Vector Machine-Recursive Feature Elimination (SVM-RFE) were applied to identify candidate biomarkers, and then a m6Arisk score model was constructed. The correlations of m6Arisk score with immunological characteristics (immunomodulators, cancer immunity cycles, tumor-infiltrating immune cells (TIICs), and immune checkpoints) were systematically evaluated. The effective performance of nomogram was evaluated using concordance index (C-index), calibration plots, decision curve analysis (DCA), and receiver operating characteristic curve (ROC). Results Two distinct m6A modification patterns were identified based on 23 m6A regulators, which were correlated with different clinical outcomes and biological functions. Based on the constructed m6Arisk score model, HCC patients can be divided into two distinct risk score subgroups. Further analysis indicated that the m6Arisk score showed excellent prognostic performance. Patients with a high m6Arisk score was significantly associated with poorer clinical outcome, lower drug sensitivity, and higher immune infiltration. Moreover, we developed a nomogram model by incorporating the m6Arisk score and clinicopathological features. The application of the m6Arisk score for the prognostic stratification of HCC has good clinical applicability and clinical net benefit. Conclusion Our findings reveal the crucial role of m6A modification patterns for predicting HCC TME status and prognosis, and highlight the good clinical applicability and net benefit of m6Arisk score in terms of prognosis, immunophenotype, and drug therapy in HCC patients.
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Affiliation(s)
- Shaohua Xu
- Department of Clinical Laboratory, Center for Gene Diagnosis & Program of Clinical Laboratory, Zhongnan Hospital of Wuhan University, Wuhan, China
- The First College of Clinical Medical Science, China Three Gorges University, Yichang, China
| | - Yi Zhang
- Department of Clinical Laboratory, Center for Gene Diagnosis & Program of Clinical Laboratory, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Ying Yang
- Department of Clinical Laboratory, Center for Gene Diagnosis & Program of Clinical Laboratory, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Kexin Dong
- Department of Clinical Laboratory, Center for Gene Diagnosis & Program of Clinical Laboratory, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Hanfei Zhang
- Department of Clinical Laboratory, Center for Gene Diagnosis & Program of Clinical Laboratory, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Chunhua Luo
- The First College of Clinical Medical Science, China Three Gorges University, Yichang, China
| | - Song-Mei Liu
- Department of Clinical Laboratory, Center for Gene Diagnosis & Program of Clinical Laboratory, Zhongnan Hospital of Wuhan University, Wuhan, China
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44
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Poltronieri P. Regulatory RNAs: role as scaffolds assembling protein complexes and their epigenetic deregulation. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2024; 5:841-876. [PMID: 39280246 PMCID: PMC11390297 DOI: 10.37349/etat.2024.00252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 04/26/2024] [Indexed: 09/18/2024] Open
Abstract
Recently, new data have been added to the interaction between non-coding RNAs (ncRNAs) and epigenetic machinery. Epigenetics includes enzymes involved in DNA methylation, histone modifications, and RNA modifications, and mechanisms underlying chromatin structure, repressive states, and active states operating in transcription. The main focus is on long ncRNAs (lncRNAs) acting as scaffolds to assemble protein complexes. This review does not cover RNA's role in sponging microRNAs, or decoy functions. Several lncRNAs were shown to regulate chromatin activation and repression by interacting with Polycomb repressive complexes and mixed-lineage leukemia (MLL) activating complexes. Various groups reported on enhancer of zeste homolog 2 (EZH2) interactions with regulatory RNAs. Knowledge of the function of these complexes opens the perspective to develop new therapeutics for cancer treatment. Lastly, the interplay between lncRNAs and epitranscriptomic modifications in cancers paves the way for new targets in cancer therapy. The approach to inhibit lncRNAs interaction with protein complexes and perspective to regulate epitrascriptomics-regulated RNAs may bring new compounds as therapeuticals in various types of cancer.
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Affiliation(s)
- Palmiro Poltronieri
- Agrofood Department, National Research Council, CNR-ISPA, 73100 Lecce, Italy
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45
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Li F, Li W. Readers of RNA Modification in Cancer and Their Anticancer Inhibitors. Biomolecules 2024; 14:881. [PMID: 39062595 PMCID: PMC11275166 DOI: 10.3390/biom14070881] [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: 06/18/2024] [Revised: 07/19/2024] [Accepted: 07/21/2024] [Indexed: 07/28/2024] Open
Abstract
Cancer treatment has always been a challenge for humanity. The inadequacies of current technologies underscore the limitations of our efforts against this disease. Nevertheless, the advent of targeted therapy has introduced a promising avenue, furnishing us with more efficacious tools. Consequently, researchers have turned their attention toward epigenetics, offering a novel perspective in this realm. The investigation of epigenetics has brought RNA readers to the forefront, as they play pivotal roles in recognizing and regulating RNA functions. Recently, the development of inhibitors targeting these RNA readers has emerged as a focal point in research and holds promise for further strides in targeted therapy. In this review, we comprehensively summarize various types of inhibitors targeting RNA readers, including non-coding RNA (ncRNA) inhibitors, small-molecule inhibitors, and other potential inhibitors. We systematically elucidate their mechanisms in suppressing cancer progression by inhibiting readers, aiming to present inhibitors of readers at the current stage and provide more insights into the development of anticancer drugs.
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Affiliation(s)
| | - Wenjin Li
- Institute for Advanced Study, Shenzhen University, Shenzhen 518060, China;
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46
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Pham H, Kumar M, Martinez AR, Ali M, Lowery RG. Development and validation of a generic methyltransferase enzymatic assay based on an SAH riboswitch. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2024; 29:100161. [PMID: 38788976 PMCID: PMC11188199 DOI: 10.1016/j.slasd.2024.100161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 05/03/2024] [Accepted: 05/21/2024] [Indexed: 05/26/2024]
Abstract
Methylation of proteins and nucleic acids plays a fundamental role in epigenetic regulation, and discovery of methyltransferase (MT) inhibitors is an area of intense activity. Because of the diversity of MTs and their products, assay methods that detect S-adenosylhomocysteine (SAH) - the invariant product of S-adenosylmethionine (SAM)-dependent methylation reactions - offer some advantages over methods that detect specific methylation events. However, direct, homogenous detection of SAH requires a reagent capable of discriminating between SAH and SAM, which differ by a single methyl group. Moreover, MTs are slow enzymes and many have submicromolar affinities for SAM; these properties translate to a need for detection of SAH at low nanomolar concentrations in the presence of excess SAM. To meet these needs, we leveraged the exquisite molecular recognition properties of a naturally occurring SAH-sensing RNA aptamer, or riboswitch. By splitting the riboswitch into two fragments, such that SAH binding induces assembly of a trimeric complex, we engineered sensors that transduce binding of SAH into positive fluorescence polarization (FP) and time resolved Förster resonance energy transfer (TR-FRET) signals. The split riboswitch configuration, called the AptaFluor™ SAH Methyltransferase Assay, allows robust detection of SAH (Z' > 0.7) at concentrations below 10 nM, with overnight signal stability in the presence of typical MT assay components. The AptaFluor assay tolerates diverse MT substrates, including histones, nucleosomes, DNA and RNA, and we demonstrated its utility as a robust, enzymatic assay method for several methyltransferases with SAM Km values < 1 µM. The assay was validated for HTS by performing a pilot screen of 1,280 compounds against the SARS-CoV-2 RNA capping enzyme, nsp14. By enabling direct, homogenous detection of SAH at low nanomolar concentrations, the AptaFluor assay provides a universal platform for screening and profiling MTs at physiologically relevant SAM concentrations.
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Affiliation(s)
- Ha Pham
- BellBrook Labs, Madison, WI, USA
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47
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Huayamares SG, Loughrey D, Kim H, Dahlman JE, Sorscher EJ. Nucleic acid-based drugs for patients with solid tumours. Nat Rev Clin Oncol 2024; 21:407-427. [PMID: 38589512 DOI: 10.1038/s41571-024-00883-1] [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: 03/18/2024] [Indexed: 04/10/2024]
Abstract
The treatment of patients with advanced-stage solid tumours typically involves a multimodality approach (including surgery, chemotherapy, radiotherapy, targeted therapy and/or immunotherapy), which is often ultimately ineffective. Nucleic acid-based drugs, either as monotherapies or in combination with standard-of-care therapies, are rapidly emerging as novel treatments capable of generating responses in otherwise refractory tumours. These therapies include those using viral vectors (also referred to as gene therapies), several of which have now been approved by regulatory agencies, and nanoparticles containing mRNAs and a range of other nucleotides. In this Review, we describe the development and clinical activity of viral and non-viral nucleic acid-based treatments, including their mechanisms of action, tolerability and available efficacy data from patients with solid tumours. We also describe the effects of the tumour microenvironment on drug delivery for both systemically administered and locally administered agents. Finally, we discuss important trends resulting from ongoing clinical trials and preclinical testing, and manufacturing and/or stability considerations that are expected to underpin the next generation of nucleic acid agents for patients with solid tumours.
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Affiliation(s)
- Sebastian G Huayamares
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
- Emory University School of Medicine, Atlanta, GA, USA
| | - David Loughrey
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
- Emory University School of Medicine, Atlanta, GA, USA
| | - Hyejin Kim
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
- Emory University School of Medicine, Atlanta, GA, USA
| | - James E Dahlman
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
- Emory University School of Medicine, Atlanta, GA, USA.
| | - Eric J Sorscher
- Emory University School of Medicine, Atlanta, GA, USA.
- Department of Pediatrics, Emory University, Atlanta, GA, USA.
- Winship Cancer Institute, Emory University, Atlanta, GA, USA.
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48
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Meng S, Jiangtao B, Haisong W, Mei L, Long Z, Shanfeng L. RNA m 5C methylation: a potential modulator of innate immune pathways in hepatocellular carcinoma. Front Immunol 2024; 15:1362159. [PMID: 38807595 PMCID: PMC11131105 DOI: 10.3389/fimmu.2024.1362159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 04/26/2024] [Indexed: 05/30/2024] Open
Abstract
RNA 5-methylcytosine (m5C) methylation plays a crucial role in hepatocellular carcinoma (HCC). As reported, aberrant m5C methylation is closely associated with the progression, therapeutic efficacy, and prognosis of HCC. The innate immune system functions as the primary defense mechanism in the body against pathogenic infections and tumors since it can activate innate immune pathways through pattern recognition receptors to exert anti-infection and anti-tumor effects. Recently, m5C methylation has been demonstrated to affect the activation of innate immune pathways including TLR, cGAS-STING, and RIG-I pathways by modulating RNA function, unveiling new mechanisms underlying the regulation of innate immune responses by tumor cells. However, research on m5C methylation and its interplay with innate immune pathways is still in its infancy. Therefore, this review details the biological significance of RNA m5C methylation in HCC and discusses its potential regulatory relationship with TLR, cGAS-STING, and RIG-I pathways, thereby providing fresh insights into the role of RNA methylation in the innate immune mechanisms and treatment of HCC.
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Affiliation(s)
| | | | | | | | | | - Li Shanfeng
- Department of Interventional Vascular Surgery, Affiliated Hospital of Hebei University, Baoding, China
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Ashley CN, Broni E, Miller WA. ADAR Family Proteins: A Structural Review. Curr Issues Mol Biol 2024; 46:3919-3945. [PMID: 38785511 PMCID: PMC11120146 DOI: 10.3390/cimb46050243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 04/22/2024] [Accepted: 04/23/2024] [Indexed: 05/25/2024] Open
Abstract
This review aims to highlight the structures of ADAR proteins that have been crucial in the discernment of their functions and are relevant to future therapeutic development. ADAR proteins can correct or diversify genetic information, underscoring their pivotal contribution to protein diversity and the sophistication of neuronal networks. ADAR proteins have numerous functions in RNA editing independent roles and through the mechanisms of A-I RNA editing that continue to be revealed. Provided is a detailed examination of the ADAR family members-ADAR1, ADAR2, and ADAR3-each characterized by distinct isoforms that offer both structural diversity and functional variability, significantly affecting RNA editing mechanisms and exhibiting tissue-specific regulatory patterns, highlighting their shared features, such as double-stranded RNA binding domains (dsRBD) and a catalytic deaminase domain (CDD). Moreover, it explores ADARs' extensive roles in immunity, RNA interference, and disease modulation, demonstrating their ambivalent nature in both the advancement and inhibition of diseases. Through this comprehensive analysis, the review seeks to underline the potential of targeting ADAR proteins in therapeutic strategies, urging continued investigation into their biological mechanisms and health implications.
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Affiliation(s)
- Carolyn N. Ashley
- Department of Medicine, Loyola University Medical Center, Loyola University Chicago, Maywood, IL 60153, USA; (C.N.A.); (E.B.)
| | - Emmanuel Broni
- Department of Medicine, Loyola University Medical Center, Loyola University Chicago, Maywood, IL 60153, USA; (C.N.A.); (E.B.)
| | - Whelton A. Miller
- Department of Medicine, Loyola University Medical Center, Loyola University Chicago, Maywood, IL 60153, USA; (C.N.A.); (E.B.)
- Department of Molecular Pharmacology & Neuroscience, Loyola University Medical Center, Loyola University Chicago, Maywood, IL 60153, USA
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50
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Brunderová M, Havlíček V, Matyašovský J, Pohl R, Poštová Slavětínská L, Krömer M, Hocek M. Expedient production of site specifically nucleobase-labelled or hypermodified RNA with engineered thermophilic DNA polymerases. Nat Commun 2024; 15:3054. [PMID: 38594306 PMCID: PMC11004144 DOI: 10.1038/s41467-024-47444-9] [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: 10/28/2023] [Accepted: 03/26/2024] [Indexed: 04/11/2024] Open
Abstract
Innovative approaches to controlled nucleobase-modified RNA synthesis are urgently needed to support RNA biology exploration and to synthesize potential RNA therapeutics. Here we present a strategy for enzymatic construction of nucleobase-modified RNA based on primer-dependent engineered thermophilic DNA polymerases - SFM4-3 and TGK. We demonstrate introduction of one or several different base-modified nucleotides in one strand including hypermodified RNA containing all four modified nucleotides bearing four different substituents, as well as strategy for primer segment removal. We also show facile site-specific or segmented introduction of fluorophores or other functional groups at defined positions in variety of RNA molecules, including structured or long mRNA. Intriguing translation efficacy of single-site modified mRNAs underscores the necessity to study isolated modifications placed at designer positions to disentangle their biological effects and enable development of improved mRNA therapeutics. Our toolbox paves the way for more precise dissecting RNA structures and functions, as well as for construction of diverse types of base-functionalized RNA for therapeutic applications and diagnostics.
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Affiliation(s)
- Mária Brunderová
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Flemingovo nam. 2, CZ-16000, Prague, 6, Czech Republic
- Department of Organic Chemistry, Faculty of Science, Charles University, Hlavova 8, CZ-12843, Prague, 2, Czech Republic
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge Biomedical Campus, Cambridge, UK
| | - Vojtěch Havlíček
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Flemingovo nam. 2, CZ-16000, Prague, 6, Czech Republic
- Department of Organic Chemistry, Faculty of Science, Charles University, Hlavova 8, CZ-12843, Prague, 2, Czech Republic
| | - Ján Matyašovský
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Flemingovo nam. 2, CZ-16000, Prague, 6, Czech Republic
| | - Radek Pohl
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Flemingovo nam. 2, CZ-16000, Prague, 6, Czech Republic
| | - Lenka Poštová Slavětínská
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Flemingovo nam. 2, CZ-16000, Prague, 6, Czech Republic
| | - Matouš Krömer
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Flemingovo nam. 2, CZ-16000, Prague, 6, Czech Republic.
- The Rosalind Franklin Institute, Harwell Campus, Didcot, Oxfordshire, UK.
| | - Michal Hocek
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences, Flemingovo nam. 2, CZ-16000, Prague, 6, Czech Republic.
- Department of Organic Chemistry, Faculty of Science, Charles University, Hlavova 8, CZ-12843, Prague, 2, Czech Republic.
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