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Interferon inducible pseudouridine modification in human mRNA by quantitative nanopore profiling (Nanopore)

ABSTRACT: Pseudouridine (Ψ) is an abundant mRNA modification in the mammalian transcriptome, but its function has remained elusive due to the difficulty of transcriptome-wide mapping. We develop nanopore native RNA sequencing for quantitative Ψ analysis that utilizes native content training, machine learning model prediction, and single read coordination. We find interferon inducible Ψ modifications in the interferon stimulated gene transcripts, consistent with a role of Ψ in the efficacy of mRNA vaccines.

ORGANISM(S): human feces metagenome Homo sapiens Saccharomyces cerevisiae Caenorhabditis elegans Drosophila melanogaster

PROVIDER: GSE180654 | GEO | 2021/11/18

REPOSITORIES: GEO

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Interferon inducible pseudouridine modification in human mRNA by quantitative nanopore profiling (Illumina)

Project description:Pseudouridine (Ψ) is an abundant mRNA modification in the mammalian transcriptome, but its function has remained elusive due to the difficulty of transcriptome-wide mapping. We develop nanopore native RNA sequencing for quantitative Ψ analysis that utilizes native content training, machine learning model prediction, and single read coordination. We find interferon inducible Ψ modifications in the interferon stimulated gene transcripts, consistent with a role of Ψ in the efficacy of mRNA vaccines.

2021-11-18 | GSE180655 | GEO

Simultaneous nanopore profiling of mRNA m6A and pseudouridine reveals translation coordination

Project description:N6-methyladenosine (m6A) and pseudouridine (Ψ) are the two most abundant modifications in mammalian mRNA, but the coordination of their biological functions remains poorly understood. We develop a machine learning-based nanopore direct RNA sequencing method (NanoSPA) that simultaneously analyzes m6A and Ψ in the human transcriptome. Applying NanoSPA to polysome profiling, we reveal opposing transcriptomic co-occurrence of m6A and Ψ and synergistic, hierarchical effects of m6A and Ψ on the polysome.

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Interferon inducible pseudouridine modification in human mRNA by quantitative nanopore profiling (Nanopore)

Project description:Interferon inducible pseudouridine modification in human mRNA by quantitative nanopore profiling (Nanopore)

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Interferon inducible pseudouridine modification in human mRNA by quantitative nanopore profiling

Project description:Interferon inducible pseudouridine modification in human mRNA by quantitative nanopore profiling

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Quantitative sequencing using BID-seq uncovers abundant pseudouridines in mammalian mRNA at base resolution

Project description:Functional characterization of pseudouridine (Ψ) in mammalian messenger RNA (mRNA) has been hampered by the lack of a quantitative method that maps pseudouridine in the whole transcriptome. We report bisulfite-induced deletion sequencing (BID-seq) that utilizes a bisulfite-mediated reaction to stoichiometrically convert pseudouridine into deletion upon reverse transcription. BID-seq enabled detection of abundant pseudouridine sites with stoichiometry information in several human cell lines and 12 different mouse tissues using 10-20 ng input RNA. We uncovered consensus sequences for pseudouridine in mammalian mRNA and assigned different ‘writer’ proteins to individual pseudouridine deposition. Our results reveal a transcript stabilization role of Ψ sites installed by TRUB1 in human cancer cells. We also detected presence of Ψ within stop codons of mammalian mRNA, and confirmed the role of Ψ in promoting stop codon read-through in vivo. This new method for sensitive and comprehensive detection of Ψ sets the stage for future investigations of the roles of Ψ in diverse biological processes.

2022-09-05 | GSE179798 | GEO

Interferon inducible pseudouridine modification in human mRNA by quantitative nanopore profiling (Illumina)

Project description:Interferon inducible pseudouridine modification in human mRNA by quantitative nanopore profiling (Illumina)

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BID-seq for transcriptome-wide quantitative sequencing of mRNA pseudouridine at base resolution

Project description:Pseudouridine (Ψ) is an abundant RNA modification that is present in and impacts the functions of diverse non-coding RNA species, including rRNA, tRNA, snRNA, etc. Pseudouridine also exists in mammalian mRNA and likely exhibits functional roles; however, functional investigations of pseudouridine in mammalian mRNA have been hampered by the lack of a quantitative method that detects Ψ at base precision. We have recently developed Bisulfite-Induced Deletion sequencing (BID-seq), which provides the community with a quantitative method to map RNA Ψ distribution transcriptome-wide at single-base resolution. Here, we describe an optimized BID-seq protocol to generate highly reproducible results, displaying nearly zero background deletions at unmodified uridines after bisulfite treatment and uncovering 8,407 Ψ sites starting from as little as 10 ng mouse embryonic stem cell (mESC) polyA+ RNA, with the steps that are fast in both library preparation and data analysis. This optimized BID-seq workflow takes 5 days to complete and includes four main sections: RNA preparation, library construction, next-generation sequencing (NGS), and data analysis. The library construction can be completed by researchers who have basic knowledge and skills in molecular biology and genetics. In addition to the experimental protocol, we provide BID-pipe (https://github.com/y9c/pseudoU-BIDseq), a user-friendly data analysis pipeline for BID-seq, requiring only basic bioinformatic and computational skills to uncover Ψ signatures from NGS data.

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Project description:Pseudouridine-chemical probes-Nanopore direct RNA sequencing

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A radiolabeling-free, qPCR-based method for locus-specific pseudouridine detection

Project description:Pseudouridine (Ψ) is the most abundant post-transcriptional RNA modification. Various methods have been developed to achieve locus-specific Ψ detection; however, the existing methods often involve radiolabeling of RNA, require advanced experimental skills and can be time-consuming. Herein we report a radiolabeling-free，qPCR-based method to detect locus-specific Ψs in rRNA and mRNA. This method is based on Ψ chemical adduct (Ψ-CMC) induced mutation/deletion during reverse transcription (RT), leading to qPCR products of different melting temperatures. Utilizing high-throughput sequencing, we demonstrate that such misincorporation is a general feature of Ψ-CMC adduct during our improved RT conditions. We validated this method on known Ψ sites in rRNA and showed that the melting curves correlate with the modification level. Moreover, we successfully detected Ψs in mRNA and lncRNA of different abundance, and identified Ψ synthase that targets mRNA. Our facile method takes only 1.5 days to complete, and with slight adjustment it can be applied to detect other epitranscriptomic marks in the transcriptome.

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Mapping of pseudouridine residues on cellular and viral transcripts using a novel antibody-based technique

Project description:Pseudouridine (ψ) is the most common non-canonical ribonucleoside present on mammalian non-coding RNAs (ncRNAs), where is contributes ~10% of the total uridine level. However, ψ constitutes only ~0.3% of the uridines present on mRNAs and its effect on mRNA function remains unclear. Ψ residues have however been shown to inhibit the detection of exogenous RNA transcripts by host innate immune factors, thus raising the possibility that viruses might have subverted the addition of ψ residues to mRNAs by host pseudouridine synthase (PUS) enzymes as a way to inhibit antiviral responses in infected cells. Here, we describe and validate a novel antibody-based ψ mapping technique called photo-crosslinking assisted ψ sequencing (PA-ψ-seq) and then use it to map ψ residues on not only multiple cellular RNAs but also the mRNAs and genomic RNA encoded by HIV-1. We also describe several 293T-derived cell lines in which human PUS enzymes previously reported to add ψ residues to mRNAs, specifically PUS1, PUS7 and TRUB1/PUS4, were individually inactivated by gene editing. Surprisingly, while this allowed us to assign several sites of ψ addition on cellular mRNAs to each of these three PUS enzymes, the ψ sites present on HIV-1 transcripts remained unaffected. However, loss of PUS1 function did significantly reduce HIV-1 gene expression by a presumably indirect mechanism.

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