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Debnath TK, Abell NS, Li YR, Devanathan SK, Navedo E, Xhemalçe B. NAT10 and N4-acetylcytidine restrain R-loop levels and related inflammatory responses. SCIENCE ADVANCES 2025; 11:eads6144. [PMID: 40138394 PMCID: PMC11939041 DOI: 10.1126/sciadv.ads6144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 02/24/2025] [Indexed: 03/29/2025]
Abstract
N4-acetylcytidine (ac4C) is deposited on diverse RNAs by N-acetyltransferase 10 (NAT10), a protein with high biological relevance for aging and cancer. We performed a comprehensive survey of ac4C using metabolic labeling, sodium cyanoborohydride chemical treatment coupled to next-generation sequencing (NGS), and ac4C antibody-based cell and molecular biology techniques. Our analysis shows that NAT10-dependent ac4C-acetylation is robust in rRNA and specific tRNAs but low/spurious in mRNA. It also revealed an inflammatory signature and mutagenesis at transcriptionally active sites in NAT10-KO cells. This finding led us to explore the role of NAT10 in R-loops, which were recently linked to APOBEC3B-mediated mutagenesis. Our analysis showed that R-loops are ac4C-acetylated in a NAT10-dependent manner. Furthermore, NAT10 restrains the levels of R-loops at a subset of differentially expressed genes in a catalytic activity-dependent manner. Together with cellular biology data showing ac4C-modified RNA in endosomal structures, we propose that increased levels of ac4C-unmodified RNAs, likely derived from R-loops, in endosomal structures induce inflammatory responses.
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Affiliation(s)
- Turja K. Debnath
- Department of Molecular Biosciences, University of Texas at Austin, 2500 Speedway, Austin, TX 78712, USA
| | - Nathan S. Abell
- Department of Molecular Biosciences, University of Texas at Austin, 2500 Speedway, Austin, TX 78712, USA
| | - Yi-Ru Li
- Department of Molecular Biosciences, University of Texas at Austin, 2500 Speedway, Austin, TX 78712, USA
- Winship Cancer Center and Department of Biochemistry, Emory University School of Medicine, Wayne O Rollins Research Center, 1510 Clifton Rd NE, Atlanta, GA 30322, USA
| | - Sravan K. Devanathan
- Department of Molecular Biosciences, University of Texas at Austin, 2500 Speedway, Austin, TX 78712, USA
- Winship Cancer Center and Department of Biochemistry, Emory University School of Medicine, Wayne O Rollins Research Center, 1510 Clifton Rd NE, Atlanta, GA 30322, USA
| | - Enrique Navedo
- Department of Molecular Biosciences, University of Texas at Austin, 2500 Speedway, Austin, TX 78712, USA
- Winship Cancer Center and Department of Biochemistry, Emory University School of Medicine, Wayne O Rollins Research Center, 1510 Clifton Rd NE, Atlanta, GA 30322, USA
| | - Blerta Xhemalçe
- Department of Molecular Biosciences, University of Texas at Austin, 2500 Speedway, Austin, TX 78712, USA
- Winship Cancer Center and Department of Biochemistry, Emory University School of Medicine, Wayne O Rollins Research Center, 1510 Clifton Rd NE, Atlanta, GA 30322, USA
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2
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Cruciani S, Delgado-Tejedor A, Pryszcz LP, Medina R, Llovera L, Novoa EM. De novo basecalling of RNA modifications at single molecule and nucleotide resolution. Genome Biol 2025; 26:38. [PMID: 40001217 PMCID: PMC11853310 DOI: 10.1186/s13059-025-03498-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 02/07/2025] [Indexed: 02/27/2025] Open
Abstract
RNA modifications influence RNA function and fate, but detecting them in individual molecules remains challenging for most modifications. Here we present a novel methodology to generate training sets and build modification-aware basecalling models. Using this approach, we develop the m6ABasecaller, a basecalling model that predicts m6A modifications from raw nanopore signals. We validate its accuracy in vitro and in vivo, revealing stable m6A modification stoichiometry across isoforms, m6A co-occurrence within RNA molecules, and m6A-dependent effects on poly(A) tails. Finally, we demonstrate that our method generalizes to other RNA and DNA modifications, paving the path towards future efforts detecting other modifications.
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Affiliation(s)
- Sonia Cruciani
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Anna Delgado-Tejedor
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Leszek P Pryszcz
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain.
| | - Rebeca Medina
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Laia Llovera
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain
| | - Eva Maria Novoa
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, Barcelona, 08003, Spain.
- Universitat Pompeu Fabra (UPF), Barcelona, Spain.
- ICREA, Pg. Lluís Companys 23, Barcelona, Spain.
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Chen L, Wang WJ, Liu SY, Su RB, Wu YK, Wu X, Zhang SY, Qiao J, Sha QQ, Fan HY. NAT10-mediated mRNA N4-acetylation is essential for the translational regulation during oocyte meiotic maturation in mice. SCIENCE ADVANCES 2025; 11:eadp5163. [PMID: 39982985 PMCID: PMC11844725 DOI: 10.1126/sciadv.adp5163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 01/17/2025] [Indexed: 02/23/2025]
Abstract
The precise translational regulation of maternal messenger RNAs (mRNAs) drives mammalian oocyte maturation. However, the function and mechanism of posttranscriptional chemical modifications, especially the newly identified N4-acetylcytidine (ac4C) modification catalyzed by N-acetyltransferase 10 (NAT10), are unknown. In this study, we developed a low-input ac4C sequencing technology, ac4C LACE-seq, and mapped 8241 ac4C peaks at the whole-transcriptome level using 50 mouse oocytes at the germinal vesicle stage. Oocyte-specific Nat10 knockout wiped out ac4C signals in oocytes and caused severe defects in meiotic maturation and female infertility. Mechanically, Nat10 deletion led to a failure of ac4C deposition on mRNAs encoding key maternal factors, which regulate transcriptome stability and maternal-to-zygotic transition. Nat10-deleted oocytes showed decreased mRNA translation efficiency due to the direct inhibition of ac4C sites on specific transcripts during meiotic maturation. In summary, we developed a low-input, high-sensitivity mRNA ac4C profiling approach and highlighted the important physiological function of ac4C in the precise regulation of oocyte meiotic maturation by enhancing translation efficiency.
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Affiliation(s)
- Lu Chen
- MOE Key Laboratory for Biosystems Homeostasis and Protection and Innovation Center for Cell Signaling Network, Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
- State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100191, China
| | - Wen-Jing Wang
- MOE Key Laboratory for Biosystems Homeostasis and Protection and Innovation Center for Cell Signaling Network, Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
| | - Shao-Yuan Liu
- MOE Key Laboratory for Biosystems Homeostasis and Protection and Innovation Center for Cell Signaling Network, Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
| | - Rui-Bao Su
- Fertility Preservation Laboratory, Reproductive Medicine Center, Guangdong Second Provincial General Hospital, Guangzhou 510317, China
| | - Yu-Ke Wu
- MOE Key Laboratory for Biosystems Homeostasis and Protection and Innovation Center for Cell Signaling Network, Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
| | - Xuan Wu
- MOE Key Laboratory for Biosystems Homeostasis and Protection and Innovation Center for Cell Signaling Network, Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
| | - Song-Ying Zhang
- Zhejiang Key Laboratory of Precise Protection and Promotion of Fertility, Department of Obstetrics and Gynecology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou 310016, China
| | - Jie Qiao
- State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100191, China
| | - Qian-Qian Sha
- College of Life Science, Guangzhou Medical University, Guangzhou 511436, China
| | - Heng-Yu Fan
- MOE Key Laboratory for Biosystems Homeostasis and Protection and Innovation Center for Cell Signaling Network, Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
- Zhejiang Key Laboratory of Precise Protection and Promotion of Fertility, Department of Obstetrics and Gynecology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou 310016, China
- Center for Biomedical Research, Shaoxing Institute, Zhejiang University, Shaoxing 312000, China
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4
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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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Warwick T, Kurian L, Brandes RP. Acetylation alchemy: how Nat10 shapes vascular health. Eur Heart J 2025; 46:305-307. [PMID: 39607798 DOI: 10.1093/eurheartj/ehae822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2024] Open
Affiliation(s)
- Timothy Warwick
- Institute for Cardiovascular Physiology, Goethe University Frankfurt, D-60590 Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhein-Main, D-60590 Frankfurt, Germany
| | - Leo Kurian
- Institute for Cardiovascular Physiology, Goethe University Frankfurt, D-60590 Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhein-Main, D-60590 Frankfurt, Germany
| | - Ralf P Brandes
- Institute for Cardiovascular Physiology, Goethe University Frankfurt, D-60590 Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhein-Main, D-60590 Frankfurt, Germany
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6
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Wu K, Li Y, Yi Y, Yu Y, Wang Y, Zhang L, Cao Q, Chen K. The detection, function, and therapeutic potential of RNA 2'-O-methylation. THE INNOVATION LIFE 2024; 3:100112. [PMID: 40206865 PMCID: PMC11981644 DOI: 10.59717/j.xinn-life.2024.100112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/11/2025]
Abstract
RNA modifications play crucial roles in shaping RNA structure, function, and metabolism. Their dysregulation has been associated with many diseases, including cancer, developmental disorders, cardiovascular diseases, as well as neurological and immune-related conditions. A particular type of RNA modification, 2'-O-methylation (Nm) stands out due to its widespread occurrence on all four types of nucleotides (A, U, G, C) and in most RNA categories, e.g., mRNA, rRNA, tRNA, miRNA, snRNA, snoRNA, and viral RNA. Nm is the addition of a methyl group to the 2' hydroxyl of the ribose moiety of a nucleoside. Given its great biological significance and reported association with many diseases, we first reviewed the occurrences and functional implications of Nm in various RNA species. We then summarized the reported Nm detection methods, ranging from biochemical techniques in the 70's and 80's to recent methods based on Illumina RNA sequencing, artificial intelligence (AI) models for computational prediction, and the latest nanopore sequencing methods currently under active development. Moreover, we discussed the applications of Nm in the realm of RNA medicine, highlighting its therapeutic potential. At last, we present perspectives on potential research directions, aiming to offer insights for future investigations on Nm modification.
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Affiliation(s)
- Kaiyuan Wu
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston 02215, USA
- Department of Pediatrics, Harvard Medical School, Boston 02215, USA
- Department of Bioengineering, Rice University, Houston 77005, USA
- Department of Computational Biology and Bioinformatics, School of Medicine, Duke University, Durham 27708, USA
- These authors contributed equally to this work
| | - Yanqiang Li
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston 02215, USA
- Department of Pediatrics, Harvard Medical School, Boston 02215, USA
- These authors contributed equally to this work
| | - Yang Yi
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago 60611, USA
| | - Yang Yu
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston 02215, USA
- Department of Pediatrics, Harvard Medical School, Boston 02215, USA
| | - Yunxia Wang
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston 02215, USA
- Department of Pediatrics, Harvard Medical School, Boston 02215, USA
| | - Lili Zhang
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston 02215, USA
- Department of Pediatrics, Harvard Medical School, Boston 02215, USA
| | - Qi Cao
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago 60611, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago 60611, USA
| | - Kaifu Chen
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston 02215, USA
- Department of Pediatrics, Harvard Medical School, Boston 02215, USA
- Broad Institute of MIT and Harvard, Boston 02215, USA
- Dana-Farber / Harvard Cancer Center, Boston 02215, USA
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7
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Beiki H, Sturgill D, Arango D, Relier S, Schiffers S, Oberdoerffer S. Detection of ac4C in human mRNA is preserved upon data reassessment. Mol Cell 2024; 84:1611-1625.e3. [PMID: 38640896 PMCID: PMC11353019 DOI: 10.1016/j.molcel.2024.03.018] [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: 03/29/2023] [Revised: 07/19/2023] [Accepted: 03/18/2024] [Indexed: 04/21/2024]
Abstract
We recently reported the distribution of N4-acetylcytidine (ac4C) in HeLa mRNA at base resolution through chemical reduction and the induction of C:T mismatches in sequencing (RedaC:T-seq). Our results contradicted an earlier report from Schwartz and colleagues utilizing a similar method termed ac4C-seq. Here, we revisit both datasets and reaffirm our findings. Through RedaC:T-seq reanalysis, we establish a low basal error rate at unmodified nucleotides that is not skewed to any specific mismatch type and a prominent increase in C:T substitutions as the dominant mismatch type in both treated wild-type replicates, with a high degree of reproducibility across replicates. In contrast, through ac4C-seq reanalysis, we uncover significant data quality issues including insufficient depth, with one wild-type replicate yielding 2.7 million reads, inconsistencies in reduction efficiencies between replicates, and an overall increase in mismatches involving thymine that could obscure ac4C detection. These analyses bolster the detection of ac4C in HeLa mRNA through RedaC:T-seq.
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Affiliation(s)
- Hamid Beiki
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - David Sturgill
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Daniel Arango
- Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Sebastien Relier
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Sarah Schiffers
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Shalini Oberdoerffer
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA.
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