1
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Miller CM, Morrison JH, Bankers L, Dran R, Kendrick JM, Briggs E, Ferguson VL, Poeschla EM. ADAR1 haploinsufficiency and sustained viral RdRp dsRNA synthesis synergize to dysregulate RNA editing and cause multi-system interferonopathy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.21.634124. [PMID: 39896491 PMCID: PMC11785089 DOI: 10.1101/2025.01.21.634124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
Sensing of viral double-stranded RNA by MDA5 triggers abundant but transient interferon-stimulated gene (ISGs) expression. If dsRNA synthesis is made persistent by transgenically expressing a picornaviral RNA-dependent RNA polymerase (RdRp) in mice, lifelong MDA5 activation and marked, global ISG upregulation result. This confers robust protection from viral diseases but in contrast to numerous other chronic MDA5 hyperactivation states, the mice suffer no autoimmune consequences. Here we find they further confound expectations by being resistant to a strong autoimmunity (lupus) provocation. However, knockout of one allele of Adar , which by itself is also well-tolerated, breaks the protective state and results in a severe disease that resembles interferonopathies caused by MDA5 gain-of-function mutations. In Adar +/- RdRp transgenic mice, A-to-I editing is both dysregulated and increased (numbers of genes and sites). This dsRNA-driven, MDA5-wild type model establishes that viral polymerase-sourced dsRNA can drive interferonopathy pathogenesis and illuminates the autoimmunity preventing role of ADAR1, while the ADAR1-intact viral RdRp model distinctively uncouples chronic MDA5 hyperactivity and autoinflammatory disease.
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2
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Zhang Q, Walkley CR. Mouse models for understanding physiological functions of ADARs. Methods Enzymol 2025; 710:153-185. [PMID: 39870443 DOI: 10.1016/bs.mie.2024.11.024] [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: 01/29/2025]
Abstract
Adenosine-to-inosine (A-to-I) editing, is a highly prevalent posttranscriptional modification of RNA, mediated by the adenosine deaminases acting on RNA (ADAR) proteins. Mammalian transcriptomes contain tens of thousands to millions of A-to-I editing events. Mutations in ADAR can result in rare autoinflammatory disorders such as Aicardi-Goutières syndrome (AGS) through to irreversible conditions such as motor neuron disease, amyotrophic lateral sclerosis (ALS). Mouse models have played an important role in our current understanding of the physiology of ADAR proteins. With the advancement of genetic engineering technologies, a number of new mouse models have been recently generated, each providing additional insight into ADAR function. This review highlights both past and current mouse models, exploring the methodologies used in their generation, their respective discoveries, and the significance of these findings in relation to human ADAR physiology.
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Affiliation(s)
- Qinyi Zhang
- St.Vincent's Institute of Medical Research, Fitzroy, Victoria, Australia; Department of Medicine, St. Vincent's Hospital, Melbourne Medical School, University of Melbourne, Fitzroy, Victoria, Australia; Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, Victoria, Australia
| | - Carl R Walkley
- St.Vincent's Institute of Medical Research, Fitzroy, Victoria, Australia; Department of Medicine, St. Vincent's Hospital, Melbourne Medical School, University of Melbourne, Fitzroy, Victoria, Australia; Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, Victoria, Australia; Department of Molecular and Translational Science, Monash University, Clayton, Victoria, Australia.
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3
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Cheng L, Liu Z, Shen C, Xiong Y, Shin SY, Hwang Y, Yang S, Chen Z, Zhang X. A Wonderful Journey: The Diverse Roles of Adenosine Deaminase Action on RNA 1 (ADAR1) in Central Nervous System Diseases. CNS Neurosci Ther 2025; 31:e70208. [PMID: 39753993 PMCID: PMC11702419 DOI: 10.1111/cns.70208] [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: 10/09/2024] [Revised: 12/03/2024] [Accepted: 12/20/2024] [Indexed: 01/14/2025] Open
Abstract
BACKGROUND Adenosine deaminase action on RNA 1 (ADAR1) can convert the adenosine in double-stranded RNA (dsRNA) molecules into inosine in a process known as A-to-I RNA editing. ADAR1 regulates gene expression output by interacting with RNA and other proteins; plays important roles in development, including growth; and is linked to innate immunity, tumors, and central nervous system (CNS) diseases. RESULTS In recent years, the role of ADAR1 in tumors has been widely discussed, but its role in CNS diseases has not been reviewed. It is worth noting that recent studies have shown ADAR1 has great potential in the treatment of neurodegenerative diseases, but the mechanisms are still unclear. Therefore, it is necessary to elaborate on the role of ADAR1 in CNS diseases. CONCLUSIONS Here, we focus on the effects and mechanisms of ADAR1 on CNS diseases such as Aicardi-AicardiGoutières syndrome, Alzheimer's disease, Parkinson's disease, glioblastoma, epilepsy, amyotrophic lateral sclerosis, and autism. We also evaluate the impact of ADAR1-based treatment strategies on these diseases, with a particular focus on the development and treatment strategies of new technologies such as microRNAs, nanotechnology, gene editing, and stem cell therapy. We hope to provide new directions and insights for the future development of ADAR1 gene editing technology in brain science and the treatment of CNS diseases.
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Affiliation(s)
- Lin Cheng
- Department of NeurologyAffiliated Hospital of Jiujiang UniversityJiujiangJiangxiChina
- Jiujiang Clinical Precision Medicine Research CenterJiujiangJiangxiChina
| | - Ziying Liu
- Jiujiang Clinical Precision Medicine Research CenterJiujiangJiangxiChina
- Department of PathologyAffiliated Hospital of Jiujiang UniversityJiujiangJiangxiChina
| | - Chunxiao Shen
- Jiujiang Clinical Precision Medicine Research CenterJiujiangJiangxiChina
- Department of PathologyAffiliated Hospital of Jiujiang UniversityJiujiangJiangxiChina
| | - Yinyi Xiong
- Department of RehabilitationAffiliated Hospital of Jiujiang UniversityJiujiangJiangxiChina
| | - Sang Yol Shin
- Department of Emergency Medical TechnologyWonkwang University College of MedicineIksanJeonbuk‐doRepublic of Korea
| | - Yong Hwang
- Department of Emergency MedicineWonkwang University College of MedicineIksanJeonbuk‐doRepublic of Korea
| | - Seung‐Bum Yang
- Department of ParamedicineWonkwang Health Science UniversityIksanJeonbuk‐doRepublic of Korea
| | - Zhiying Chen
- Department of NeurologyAffiliated Hospital of Jiujiang UniversityJiujiangJiangxiChina
- Jiujiang Clinical Precision Medicine Research CenterJiujiangJiangxiChina
| | - Xiaorong Zhang
- Jiujiang Clinical Precision Medicine Research CenterJiujiangJiangxiChina
- Department of PathologyAffiliated Hospital of Jiujiang UniversityJiujiangJiangxiChina
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4
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Heraud-Farlow JE, Taylor SR, Chalk AM, Escudero A, Hu SB, Goradia A, Sun T, Li Q, Nikolic I, Li JB, Fidalgo M, Guallar D, Simpson KJ, Walkley CR. GGNBP2 regulates MDA5 sensing triggered by self double-stranded RNA following loss of ADAR1 editing. Sci Immunol 2024; 9:eadk0412. [PMID: 39576872 DOI: 10.1126/sciimmunol.adk0412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 06/05/2024] [Accepted: 10/21/2024] [Indexed: 11/24/2024]
Abstract
Adenosine-to-inosine (A-to-I) editing of double-stranded RNA (dsRNA) by ADAR1 is an essential modifier of the immunogenicity of cellular dsRNA. The role of MDA5 in sensing unedited cellular dsRNA and the downstream activation of type I interferon (IFN) signaling are well established. However, we have an incomplete understanding of pathways that modify the response to unedited dsRNA. We performed a genome-wide CRISPR screen and showed that GGNBP2, CNOT10, and CNOT11 interact and regulate sensing of unedited cellular dsRNA. We found that GGNBP2 acts between dsRNA transcription and its cytoplasmic sensing by MDA5. GGNBP2 loss prevented induction of type I IFN and autoinflammation after the loss of ADAR1 editing activity by modifying the subcellular distribution of endogenous A-to-I editing substrates and reducing cytoplasmic dsRNA load. These findings reveal previously undescribed pathways to modify diseases associated with ADAR mutations and may be determinants of response or resistance to small-molecule ADAR1 inhibitors.
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Affiliation(s)
- Jacki E Heraud-Farlow
- St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
- Department of Medicine, St. Vincent's Hospital, Melbourne Medical School, University of Melbourne, Fitzroy, VIC 3065, Australia
- Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia
- Department of Molecular and Translational Science, Monash University, Clayton, VIC 3168, Australia
| | - Scott R Taylor
- St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
- Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia
| | - Alistair M Chalk
- St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Adriana Escudero
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), Universidade de Santiago de Compostela (USC) - Health Research Institute (IDIS), Santiago de Compostela 15782, Spain
| | - Shi-Bin Hu
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Ankita Goradia
- St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
- Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia
| | - Tao Sun
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Qin Li
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Iva Nikolic
- Victorian Centre for Functional Genomics, Peter MacCallum Cancer Centre, Victorian Comprehensive Cancer Centre, Melbourne, VIC 3000, Australia
- Sir Peter MacCallum Department of Oncology and Department of Biochemistry and Pharmacology, University of Melbourne, Parkville, VIC 3010, Australia
| | - Jin Billy Li
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Miguel Fidalgo
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), Universidade de Santiago de Compostela (USC) - Health Research Institute (IDIS), Santiago de Compostela 15782, Spain
| | - Diana Guallar
- Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), Universidade de Santiago de Compostela (USC) - Health Research Institute (IDIS), Santiago de Compostela 15782, Spain
| | - Kaylene J Simpson
- Victorian Centre for Functional Genomics, Peter MacCallum Cancer Centre, Victorian Comprehensive Cancer Centre, Melbourne, VIC 3000, Australia
- Sir Peter MacCallum Department of Oncology and Department of Biochemistry and Pharmacology, University of Melbourne, Parkville, VIC 3010, Australia
| | - Carl R Walkley
- St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
- Department of Medicine, St. Vincent's Hospital, Melbourne Medical School, University of Melbourne, Fitzroy, VIC 3065, Australia
- Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia
- Department of Molecular and Translational Science, Monash University, Clayton, VIC 3168, Australia
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5
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Zhang D, Zhu L, Gao Y, Wang Y, Li P. RNA editing enzymes: structure, biological functions and applications. Cell Biosci 2024; 14:34. [PMID: 38493171 PMCID: PMC10944622 DOI: 10.1186/s13578-024-01216-6] [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: 09/24/2023] [Accepted: 03/06/2024] [Indexed: 03/18/2024] Open
Abstract
With the advancement of sequencing technologies and bioinformatics, over than 170 different RNA modifications have been identified. However, only a few of these modifications can lead to base pair changes, which are called RNA editing. RNA editing is a ubiquitous modification in mammalian transcriptomes and is an important co/posttranscriptional modification that plays a crucial role in various cellular processes. There are two main types of RNA editing events: adenosine to inosine (A-to-I) editing, catalyzed by ADARs on double-stranded RNA or ADATs on tRNA, and cytosine to uridine (C-to-U) editing catalyzed by APOBECs. This article provides an overview of the structure, function, and applications of RNA editing enzymes. We discuss the structural characteristics of three RNA editing enzyme families and their catalytic mechanisms in RNA editing. We also explain the biological role of RNA editing, particularly in innate immunity, cancer biogenesis, and antiviral activity. Additionally, this article describes RNA editing tools for manipulating RNA to correct disease-causing mutations, as well as the potential applications of RNA editing enzymes in the field of biotechnology and therapy.
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Affiliation(s)
- Dejiu Zhang
- Institute for Translational Medicine, College of Medicine, The Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, China.
| | - Lei Zhu
- College of Basic Medical, Qingdao Binhai University, Qingdao, China
| | - Yanyan Gao
- Institute for Translational Medicine, College of Medicine, The Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, China
| | - Yin Wang
- Institute for Translational Medicine, College of Medicine, The Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, China
| | - Peifeng Li
- Institute for Translational Medicine, College of Medicine, The Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, China.
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6
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Yoshinaga M, Takeuchi O. Regulation of inflammatory diseases via the control of mRNA decay. Inflamm Regen 2024; 44:14. [PMID: 38491500 PMCID: PMC10941436 DOI: 10.1186/s41232-024-00326-5] [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: 01/05/2024] [Accepted: 03/02/2024] [Indexed: 03/18/2024] Open
Abstract
Inflammation orchestrates a finely balanced process crucial for microorganism elimination and tissue injury protection. A multitude of immune and non-immune cells, alongside various proinflammatory cytokines and chemokines, collectively regulate this response. Central to this regulation is post-transcriptional control, governing gene expression at the mRNA level. RNA-binding proteins such as tristetraprolin, Roquin, and the Regnase family, along with RNA modifications, intricately dictate the mRNA decay of pivotal mediators and regulators in the inflammatory response. Dysregulated activity of these factors has been implicated in numerous human inflammatory diseases, underscoring the significance of post-transcriptional regulation. The increasing focus on targeting these mechanisms presents a promising therapeutic strategy for inflammatory and autoimmune diseases. This review offers an extensive overview of post-transcriptional regulation mechanisms during inflammatory responses, delving into recent advancements, their implications in human diseases, and the strides made in therapeutic exploitation.
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Affiliation(s)
- Masanori Yoshinaga
- Department of Medical Chemistry, Graduate School of Medicine, Kyoto University, Kyoto, 606-8501, Japan.
| | - Osamu Takeuchi
- Department of Medical Chemistry, Graduate School of Medicine, Kyoto University, Kyoto, 606-8501, Japan.
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7
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Karki A, Campbell KB, Mozumder S, Fisher AJ, Beal PA. Impact of Disease-Associated Mutations on the Deaminase Activity of ADAR1. Biochemistry 2024; 63:282-293. [PMID: 38190734 PMCID: PMC10872254 DOI: 10.1021/acs.biochem.3c00405] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2024]
Abstract
The innate immune system relies on molecular sensors to detect distinctive molecular patterns, including viral double-stranded RNA (dsRNA), which triggers responses resulting in apoptosis and immune infiltration. Adenosine Deaminases Acting on RNA (ADARs) catalyze the deamination of adenosine (A) to inosine (I), serving as a mechanism to distinguish self from non-self RNA and prevent aberrant immune activation. Loss-of-function mutations in the ADAR1 gene are one cause of Aicardi Goutières Syndrome (AGS), a severe autoimmune disorder in children. Although seven out of the eight AGS-associated mutations in ADAR1 occur within the catalytic domain of the ADAR1 protein, their specific effects on the catalysis of adenosine deamination remain poorly understood. In this study, we carried out a biochemical investigation of four AGS-causing mutations (G1007R, R892H, K999N, and Y1112F) in ADAR1 p110 and truncated variants. These studies included adenosine deamination rate measurements with two different RNA substrates derived from human transcripts known to be edited by ADAR1 p110 (glioma-associated oncogene homologue 1 (hGli1), 5-hydroxytryptamine receptor 2C (5-HT2cR)). Our results indicate that AGS-associated mutations at two amino acid positions directly involved in stabilizing the base-flipped conformation of the ADAR-RNA complex (G1007R and R892H) had the most detrimental impact on catalysis. The K999N mutation, positioned near the RNA binding interface, altered catalysis contextually. Finally, the Y1112F mutation had small effects in each of the assays described here. These findings shed light on the differential effects of disease-associated mutations on adenosine deamination by ADAR1, thereby advancing our structural and functional understanding of ADAR1-mediated RNA editing.
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Affiliation(s)
- Agya Karki
- Department of Chemistry, University of California, Davis, CA, USA 95616
| | | | - Sukanya Mozumder
- Department of Chemistry, University of California, Davis, CA, USA 95616
- Department of Molecular and Cellular Biology, University of California, Davis, CA, USA 95616
| | - Andrew J. Fisher
- Department of Chemistry, University of California, Davis, CA, USA 95616
- Department of Molecular and Cellular Biology, University of California, Davis, CA, USA 95616
| | - Peter A. Beal
- Department of Chemistry, University of California, Davis, CA, USA 95616
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8
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Yamamoto R, Liu Z, Choudhury M, Xiao X. dsRID: in silico identification of dsRNA regions using long-read RNA-seq data. Bioinformatics 2023; 39:btad649. [PMID: 37871161 PMCID: PMC10628436 DOI: 10.1093/bioinformatics/btad649] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 10/02/2023] [Accepted: 10/20/2023] [Indexed: 10/25/2023] Open
Abstract
MOTIVATION Double-stranded RNAs (dsRNAs) are potent triggers of innate immune responses upon recognition by cytosolic dsRNA sensor proteins. Identification of endogenous dsRNAs helps to better understand the dsRNAome and its relevance to innate immunity related to human diseases. RESULTS Here, we report dsRID (double-stranded RNA identifier), a machine-learning-based method to predict dsRNA regions in silico, leveraging the power of long-read RNA-sequencing (RNA-seq) and molecular traits of dsRNAs. Using models trained with PacBio long-read RNA-seq data derived from Alzheimer's disease (AD) brain, we show that our approach is highly accurate in predicting dsRNA regions in multiple datasets. Applied to an AD cohort sequenced by the ENCODE consortium, we characterize the global dsRNA profile with potentially distinct expression patterns between AD and controls. Together, we show that dsRID provides an effective approach to capture global dsRNA profiles using long-read RNA-seq data. AVAILABILITY AND IMPLEMENTATION Software implementation of dsRID, and genomic coordinates of regions predicted by dsRID in all samples are available at the GitHub repository: https://github.com/gxiaolab/dsRID.
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Affiliation(s)
- Ryo Yamamoto
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA 90095-1570, United States
| | - Zhiheng Liu
- Department of Integrative Biology and Physiology, University of California, Los Angeles, CA 90095-7246, United States
| | - Mudra Choudhury
- Department of Integrative Biology and Physiology, University of California, Los Angeles, CA 90095-7246, United States
| | - Xinshu Xiao
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA 90095-1570, United States
- Department of Integrative Biology and Physiology, University of California, Los Angeles, CA 90095-7246, United States
- Molecular Biology Institute, University of California, Los Angeles, CA 90095-1570, United States
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9
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Mashima R, Takada S, Miyamoto Y. RNA-Based Therapeutic Technology. Int J Mol Sci 2023; 24:15230. [PMID: 37894911 PMCID: PMC10607345 DOI: 10.3390/ijms242015230] [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: 09/11/2023] [Revised: 10/09/2023] [Accepted: 10/15/2023] [Indexed: 10/29/2023] Open
Abstract
RNA-based therapy has been an expanding area of clinical research since the COVID-19 outbreak. Often, its comparison has been made to DNA-based gene therapy, such as adeno-associated virus- and lentivirus-mediated therapy. These DNA-based therapies show persistent expression, with maximized therapeutic efficacy. However, accumulating data indicate that proper control of gene expression is occasionally required. For example, in cancer immunotherapy, cytokine response syndrome is detrimental for host animals, while excess activation of the immune system induces supraphysiological cytokines. RNA-based therapy seems to be a rather mild therapy, and it has room to fit unmet medical needs, whereas current DNA-based therapy has unclear issues. This review focused on RNA-based therapy for cancer immunotherapy, hematopoietic disorders, and inherited disorders, which have received attention for possible clinical applications.
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Affiliation(s)
- Ryuichi Mashima
- Department of Clinical Laboratory Medicine, National Center for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo 157-8535, Japan
| | - Shuji Takada
- Department of Systems BioMedicine, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo 157-8535, Japan
| | - Yoshitaka Miyamoto
- Department of Maternal-Fetal Biology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo 157-8535, Japan
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10
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Liu A, Ying S. Aicardi-Goutières syndrome: A monogenic type I interferonopathy. Scand J Immunol 2023; 98:e13314. [PMID: 37515439 DOI: 10.1111/sji.13314] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 06/26/2023] [Accepted: 07/16/2023] [Indexed: 07/30/2023]
Abstract
Aicardi-Goutières syndrome (AGS) is a rare monogenic autoimmune disease that primarily affects the brains of children patients. Its main clinical features include encephalatrophy, basal ganglia calcification, leukoencephalopathy, lymphocytosis and increased interferon-α (IFN-α) levels in the patient's cerebrospinal fluid (CSF) and serum. AGS may be caused by mutations in any one of nine genes (TREX1, RNASEH2A, RNASEH2B, RNASEH2C, SAMHD1, ADAR1, IFIH1, LSM11 and RNU7-1) that result in accumulation of self-nucleic acids in the cytoplasm or aberrant sensing of self-nucleic acids. This triggers overproduction of type I interferons (IFNs) and subsequently causes AGS, the prototype of type I interferonopathies. This review describes the discovery history of AGS with various genotypes and provides the latest knowledge of clinical manifestations and causative genes of AGS. The relationship between AGS and type I interferonopathy and potential therapeutic methods for AGS are also discussed in this review.
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Affiliation(s)
- Anran Liu
- Department of Immunology, School of Basic Medical Sciences, Anhui Medical University, Hefei, China
- First School of Clinical Medicine, Anhui Medical University, Hefei, China
| | - Songcheng Ying
- Department of Immunology, School of Basic Medical Sciences, Anhui Medical University, Hefei, China
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11
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Yamamoto R, Liu Z, Choudhury M, Xiao X. dsRID: Editing-free in silico identification of dsRNA region using long-read RNA-seq data. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.02.543466. [PMID: 37333092 PMCID: PMC10274638 DOI: 10.1101/2023.06.02.543466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Double-stranded RNAs (dsRNAs) are potent triggers of innate immune responses upon recognition by cytosolic dsRNA sensor proteins. Identification of endogenous dsRNAs helps to better understand the dsRNAome and its relevance to innate immunity related to human diseases. Here, we report dsRID (double-stranded RNA identifier), a machine learning-based method to predict dsRNA regions in silico, leveraging the power of long-read RNA-sequencing (RNA-seq) and molecular traits of dsRNAs. Using models trained with PacBio long-read RNA-seq data derived from Alzheimer's disease (AD) brain, we show that our approach is highly accurate in predicting dsRNA regions in multiple datasets. Applied to an AD cohort sequenced by the ENCODE consortium, we characterize the global dsRNA profile with potentially distinct expression patterns between AD and controls. Together, we show that dsRID provides an effective approach to capture global dsRNA profiles using long-read RNA-seq data.
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Affiliation(s)
- Ryo Yamamoto
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, California, USA
| | - Zhiheng Liu
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California, USA
| | - Mudra Choudhury
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, California, USA
| | - Xinshu Xiao
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, California, USA
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California, USA
- Molecular Biology Institute, University of California, Los Angeles, California, USA
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