RNAModMapper: RNA Modification Mapping Software for Analysis of Liquid Chromatography Tandem Mass Spectrometry Data.
Ningxi YuPeter A LobueXiaoyu CaoPatrick A LimbachPublished in: Analytical chemistry (2017)
Liquid chromatography tandem mass spectrometry (LC-MS/MS) has proven to be a powerful analytical tool for the characterization of modified ribonucleic acids (RNAs). The typical approach for analyzing modified nucleosides within RNA sequences by mass spectrometry involves ribonuclease digestion followed by LC-MS/MS analysis and data interpretation. Here we describe a new software tool, RNAModMapper (RAMM), to assist in the interpretation of LC-MS/MS data. RAMM is a stand-alone package that requires user-submitted DNA or RNA sequences to create a local database against which collision-induced dissociation (CID) data of modified oligonucleotides can be compared. RAMM can interpret MS/MS data containing modified nucleosides in two modes: fixed and variable. In addition, RAMM can also utilize interpreted MS/MS data for RNA modification mapping back against the input sequence(s). The applicability of RAMM was first tested using total tRNA isolated from Escherichia coli. It was then applied to map modifications found in 16S and 23S rRNA from Streptomyces griseus.
Keyphrases
- liquid chromatography tandem mass spectrometry
- ms ms
- electronic health record
- escherichia coli
- big data
- mass spectrometry
- simultaneous determination
- data analysis
- high resolution
- solid phase extraction
- emergency department
- staphylococcus aureus
- cystic fibrosis
- machine learning
- candida albicans
- circulating tumor cells
- tandem mass spectrometry
- gas chromatography