An interactive mass spectrometry atlas of histone posttranslational modifications in T-cell acute leukemia.
Lien ProvezBart Van PuyveldeLaura CorveleynNina DemeulemeesterSigrid VerhelstBéatrice LintermansSimon DaledJuliette RoelsLieven ClementLennart MartensDieter DeforcePieter Van VlierbergheMaarten DhaenensPublished in: Scientific data (2022)
The holistic nature of omics studies makes them ideally suited to generate hypotheses on health and disease. Sequencing-based genomics and mass spectrometry (MS)-based proteomics are linked through epigenetic regulation mechanisms. However, epigenomics is currently mainly focused on DNA methylation status using sequencing technologies, while studying histone posttranslational modifications (hPTMs) using MS is lagging, partly because reuse of raw data is impractical. Yet, targeting hPTMs using epidrugs is an established promising research avenue in cancer treatment. Therefore, we here present the most comprehensive MS-based preprocessed hPTM atlas to date, including 21 T-cell acute lymphoblastic leukemia (T-ALL) cell lines. We present the data in an intuitive and browsable single licensed Progenesis QIP project and provide all essential quality metrics, allowing users to assess the quality of the data, edit individual peptides, try novel annotation algorithms and export both peptide and protein data for downstream analyses, exemplified by the PeptidoformViz tool. This data resource sets the stage for generalizing MS-based histone analysis and provides the first reusable histone dataset for epidrug development.
Keyphrases
- mass spectrometry
- dna methylation
- electronic health record
- single cell
- liquid chromatography
- multiple sclerosis
- acute lymphoblastic leukemia
- big data
- ms ms
- gas chromatography
- high performance liquid chromatography
- healthcare
- capillary electrophoresis
- machine learning
- gene expression
- quality improvement
- genome wide
- artificial intelligence
- small molecule
- risk assessment
- drug delivery
- social media
- human health
- health information
- tandem mass spectrometry