An Optimized and High-Throughput Method for Histone Propionylation and Data-Independent Acquisition Analysis for the Identification and Quantification of Histone Post-translational Modifications.
Richard M SearfossRashmi KarkiZongtao LinFaith RobisonBenjamin A GarciaPublished in: Journal of the American Society for Mass Spectrometry (2023)
Histones are DNA binding proteins that allow for packaging of the DNA into the nucleus. They are abundantly present across the genome and thus serve as a major site of epigenetic regulation through the use of post-translational modifications (PTMs). Aberrations in histone expression and modifications have been implicated in a variety of human diseases and thus are a major focus of disease etiology studies. A well-established method for studying histones and PTMs is through the chemical derivatization of isolated histones followed by liquid chromatography and mass spectrometry analysis. Using such an approach has allowed for a swath of discoveries to be found, leading to novel therapeutics such as histone deacetylase (HDAC) inhibitors that have already been applied in the clinic. However, with the rapid improvement in instrumentation and data analysis pipelines, it remains important to temporally re-evaluate the established protocols to improve throughput and ensure data quality. Here, we optimized the histone derivatization procedure to increase sample throughput without compromising peptide quantification. An implemented spike-in standard peptide further serves as a quality control to evaluate the propionylation and digestion efficiencies as well as reproducibility in chromatographic retention and separation. Last, the application of various data-independent acquisition (DIA) strategies was explored to ensure low variation between runs. The output of this study is a newly optimized derivatization protocol and mass spectrometry method that maintains high identification and quantification of histone PTMs while increasing sample throughput.
Keyphrases
- liquid chromatography
- mass spectrometry
- data analysis
- tandem mass spectrometry
- high resolution mass spectrometry
- simultaneous determination
- high performance liquid chromatography
- histone deacetylase
- dna methylation
- gas chromatography
- ultra high performance liquid chromatography
- quality control
- high throughput
- solid phase extraction
- electronic health record
- liquid chromatography tandem mass spectrometry
- circulating tumor
- big data
- high resolution
- poor prognosis
- ms ms
- genome wide
- randomized controlled trial
- primary care
- gas chromatography mass spectrometry
- capillary electrophoresis
- single molecule
- minimally invasive
- gene expression
- small molecule
- quality improvement
- copy number
- machine learning
- single cell
- nucleic acid
- artificial intelligence