bioRxivBiochemistryPreprint
Integrating mass spectrometry with Nanopore direct RNA sequencing for de novo modification profiling of bacteriophage MS2
Joshua D. JonesiD, Neda Ghohabi EsfahaniiD, Calvin L.C. Goemann, Tanner WiegandiD, Artem A. NemudryiiD, Minli Ruan, Xiaoyan LiiD, Mehmet TarduiD, Robert T. KennedyiD, Blake WiedenheftiD, Miten JainiD, Kristin S. KoutmouiD
Abstract
RNA modifications contribute to the regulatory and structural complexity of RNA molecules, influencing key biological processes. Nanopore direct RNA sequencing (DRS) enables the detection of these modifications at single-molecule resolution without chemical conversion. Oxford Nanopore Technologies recently introduced RNA004 sequencing chemistry and the Dorado basecaller, which improves accuracy and enables the identification of eight RNA modifications. However, the reliability of these predictions requires careful validation using orthogonal approaches. Here, we profiled RNA modifications in the MS2 bacteriophage genome using both LC-MS/MS and Nanopore DRS. LC-MS/MS analysis revealed that {Psi} is the predominant modification, present at approximately one site per RNA molecule, while all other modifications were found at low levels ( View larger version (27K): org.highwire.dtl.DTLVardef@637a55org.highwire.dtl.DTLVardef@f48272org.highwire.dtl.DTLVardef@a0465aorg.highwire.dtl.DTLVardef@6af045_HPS_FORMAT_FIGEXP M_FIG C_FIG
- organism: bacteria (other)
- assay: metagenomics
- assay: proteomics
- research focus: cell type annotation
- research focus: variant calling
- approach: experimental assay
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Evaluation of Nanopore direct RNA sequencing updates for modification detection
Neda Ghohabi Esfahani, Andrew J. Stein, … Miten Jain·Genome biologyPeer-reviewed·May 7, 2026
- Accurate prediction of multiple RNA modifications from nanopore direct RNA sequencing data with RNANO
Linshu Wang, Tianhao Li, Yuan Zhou·bioRxiv·Mar 1, 2025
- RNA modifications detection by comparative Nanopore direct RNA sequencing
Adrien Léger, Paulo Amaral, … Tony Kouzarides·Nature CommunicationsPeer-reviewed·Dec 10, 2021
- Systematic benchmarking of basecalling models for RNA modification detection with highly multiplexed nanopore sequencing
Gregor Diensthuber, Ivan Milenkovic, … Eva Maria Novoa·Nucleic Acids ResearchPeer-reviewed·Apr 7, 2026
- Quantitative profiling of native RNA modifications and their dynamics using nanopore sequencing
Oguzhan Begik, Morghan C. Lucas, … Eva Maria Novoa·Nature BiotechnologyPeer-reviewed·May 13, 2021
- Enhanced detection of RNA modifications and mappability with high-accuracy nanopore RNA basecalling models
Gregor Diensthuber, Leszek P. Pryszcz, … Eva Maria Novoa·bioRxiv·Nov 28, 2023