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Study question Does NAT10-mediated N4-acetylcytidine (ac4C) in RNA, a newly identified mRNA epigenetic modification, participate in modulating in vitro maturation(IVM) of oocytes? Summary answer NAT10-mediated ac4C modification is an important regulatory factor during oocyte maturation in vitro, by regulating genes associated with translation, mitochondrial functions and protein destabilization. What is known already Unlike somatic cells, transcription and translation are uncoupled during oocyte maturation and gene expression is mainly regulated by post-transcriptional modulation, including mRNA degradation, translation and posttranslational modification, which are complex and have not been fully investigated. RNA ac4C is a newly identified mRNA modification and a key determinant of post-transcriptional regulation, which has been shown to promote mRNA stability and translation, and NAT10 is the only known RNA acetyltransferase. Therefore, NAT10-mediated ac4C represents a possible epigenetic regulator in oocyte maturation. Study design, size, duration Oocytes at different stages from mice were collected to detect the changing levels of ac4C and NAT10 during maturation. NAT10 in GV-stage oocytes was knocked down before IVM, to confirm the regulatory role of NAT10-mediated ac4C in meiotic process, followed by further exploration of cellular mechanisms. Each experiment was repeated at least three times, and data were analyzed by chi-square test, one-way ANOVA or unpaired-sample t-test. Participants/materials, setting, methods The expression of ac4C and NAT10 was detected by immunohistochemistry. NAT10 was knocked down in GV-stage oocytes by RNA interference through electroporation. The efficacy of knockdown was confirmed by qPCR and immunohistochemistry targeting ac4C and NAT10, and the percentages of oocytes maturated in vitro were compared among groups. High-throughput sequencing and RNA immunoprecipitation were performed to reveal the modulated genes. Proteins specifically binding to ac4C sites were identified by RNA pulldown and mass spectrometry. Main results and the role of chance We first retrieved publicly available data from GEO and found that transcripts with potential ac4C sites were enriched in genes downregulated during IVM (P Limitations, reasons for caution This study was performed in vitro. The role of NAT10-mediated ac4C in vivo remains to be elucidated. Also, limited by current techniques, ac4C modification in oocytes cannot be detected. Our exploration of regulated genes and ac4C binding proteins were performed in somatic cell lines. Wider implications of the findings: Post-transcriptional modulation is crucial in oocyte maturation. Our study using in-vitro systems for mouse oocyte identified NAT10-mediated ac4C as an important regulator in IVM. It provided a new insight into the epigenetic mechanisms of IVM, which may lead to improvement of clinical IVM systems. Trial registration number Not applicable

Study question Does NAT10-mediated N4-acetylcytidine (ac4C) in RNA, a newly identified mRNA epigenetic modification, participate in modulating in vitro maturation(IVM) of oocytes? Summary answer NAT10-mediated ac4C modification is an important regulatory factor during oocyte maturation in vitro, by regulating genes associated with translation, mitochondrial functions and protein destabilization. What is known already Unlike somatic cells, transcription and translation are uncoupled during oocyte maturation and gene expression is mainly regulated by post-transcriptional modulation, including mRNA degradation, translation and posttranslational modification, which are complex and have not been fully investigated. RNA ac4C is a newly identified mRNA modification and a key determinant of post-transcriptional regulation, which has been shown to promote mRNA stability and translation, and NAT10 is the only known RNA acetyltransferase. Therefore, NAT10-mediated ac4C represents a possible epigenetic regulator in oocyte maturation. Study design, size, duration Oocytes at different stages from mice were collected to detect the changing levels of ac4C and NAT10 during maturation. NAT10 in GV-stage oocytes was knocked down before IVM, to confirm the regulatory role of NAT10-mediated ac4C in meiotic process, followed by further exploration of cellular mechanisms. Each experiment was repeated at least three times, and data were analyzed by chi-square test, one-way ANOVA or unpaired-sample t-test. Participants/materials, setting, methods The expression of ac4C and NAT10 was detected by immunohistochemistry. NAT10 was knocked down in GV-stage oocytes by RNA interference through electroporation. The efficacy of knockdown was confirmed by qPCR and immunohistochemistry targeting ac4C and NAT10, and the percentages of oocytes maturated in vitro were compared among groups. High-throughput sequencing and RNA immunoprecipitation were performed to reveal the modulated genes. Proteins specifically binding to ac4C sites were identified by RNA pulldown and mass spectrometry. Main results and the role of chance We first retrieved publicly available data from GEO and found that transcripts with potential ac4C sites were enriched in genes downregulated during IVM (P Limitations, reasons for caution This study was performed in vitro. The role of NAT10-mediated ac4C in vivo remains to be elucidated. Also, limited by current techniques, ac4C modification in oocytes cannot be detected. Our exploration of regulated genes and ac4C binding proteins were performed in somatic cell lines. Wider implications of the findings Post-transcriptional modulation is crucial in oocyte maturation. Our study using in-vitro systems for mouse oocyte identified NAT10-mediated ac4C as an important regulator in IVM. It provided a new insight into the epigenetic mechanisms of IVM, which may lead to improvement of clinical IVM systems. Trial registration number not applicable

N4-acetylcytidine (ac4C) is a highly conserved RNA modification and is the first acetylation event described in mRNA. ac4C in mRNA has been demonstrated to be involved in the regulation of mRNA stability, processing and translation, but the exact means by which ac4C works remain unclear. In addition, ac4C is widely distributed within the human transcriptome at physiologically relevant levels and so far only a small fraction of modified sequences have been detected by experiments. In this study, we developed a predictor of ac4C sites in human mRNA named PACES to help mining possible modified motifs. PACES combines two random forest classifiers, position-specific dinucleotide sequence profile and K-nucleotide frequencies. With genomic sequences as input, PACES gives possible modified sequences based on the training model. PACES is freely available at http://www.rnanut.net/paces/.

Motivation N4-acetylcytidine (ac4C) is the only acetylation modification that has been characterized in eukaryotic RNA, and is correlated with various human diseases. Laboratory identification of ac4C is complicated by factors, such as sample hydrolysis and high cost. Unfortunately, existing computational methods to identify ac4C do not achieve satisfactory performance. Results We developed a novel tool, DeepAc4C, which identifies ac4C using convolutional neural networks (CNNs) using hybrid features composed of physicochemical patterns and a distributed representation of nucleic acids. Our results show that the proposed model achieved better and more balanced performance than existing predictors. Furthermore, we evaluated the effect that specific features had on the model predictions and their interaction effects. Several interesting sequence motifs specific to ac4C were identified. Availability and implementation The webserver is freely accessible at https://ac4c.webmalab.cn/, the source code and datasets are accessible at Zenodo with URL https://doi.org/10.5281/zenodo.5138047 and Github with URL https://github.com/wangchao-malab/DeepAc4C. Supplementary information Supplementary data are available at Bioinformatics online.

N4-acetylcytidine (ac4C) is a post-transcriptional modification in mRNA which plays a major role in the stability and regulation of mRNA translation. The working mechanism of ac4C modification in mRNA is still unclear and traditional laboratory experiments are time-consuming and expensive. Therefore, we propose an XG-ac4C machine learning model based on the eXtreme Gradient Boost classifier for the identification of ac4C sites. The XG-ac4C model uses a combination of electron-ion interaction pseudopotentials and electron-ion interaction pseudopotentials of trinucleotide of the nucleotides in ac4C sites. Moreover, Shapley additive explanations and local interpretable model-agnostic explanations are applied to understand the importance of features and their contribution to the final prediction outcome. The obtained results demonstrate that XG-ac4C outperforms existing state-of-the-art methods. In more detail, the proposed model improves the area under the precision-recall curve by 9.4% and 9.6% in cross-validation and independent tests, respectively. Finally, a user-friendly web server based on the proposed model for ac4C site identification is made freely available at http://nsclbio.jbnu.ac.kr/tools/xgac4c/.

The synthesis of allyl- and allyloxycarbonyl (AOC)-protected RNA phosphoramidites is reported. The use of allyl and AOC groups allows the chemistry of solid-phase RNA synthesis to be expanded to include base-labile modified nucleosides, such as acetylcytidine. The allyl- and AOC-protective chemistry can be further expanded for the construction of RNAs on solid supports and affinity columns.

The synthesis of allyl- and allyloxycarbonyl (AOC)-protected RNA phosphoramidites is reported. The use of allyl and AOC groups allows the chemistry of solid-phase RNA synthesis to be expanded to include base-labile modified nucleosides, such as acetylcytidine. The allyl- and AOC-protective chemistry can be further expanded for the construction of RNAs on solid supports and affinity columns.

Two efficient syntheses of the anti-AIDS drug 2',3'-dideoxycytidine from N 4 -acetylcytidine are described