EpiProfile 2.0: A Computational Platform for Processing Epi-Proteomics Mass Spectrometry Data

Zuo Fei Yuan, Simone Sidoli, Dylan M. Marchione, Johayra Simithy, Kevin A. Janssen, Mary R. Szurgot, Benjamin A. Garcia

Research output: Contribution to journalArticlepeer-review

48 Scopus citations

Abstract

Epigenetics has become a fundamental scientific discipline with various implications for biology and medicine. Epigenetic marks, mostly DNA methylation and histone post-translational modifications (PTMs), play important roles in chromatin structure and function. Accurate quantification of these marks is an ongoing challenge due to the variety of modifications and their wide dynamic range of abundance. Here we present EpiProfile 2.0, an extended version of our 2015 software (v1.0), for accurate quantification of histone peptides based on liquid chromatography-tandem mass spectrometry (LC-MS/MS) analysis. EpiProfile 2.0 is now optimized for data-independent acquisition through the use of precursor and fragment extracted ion chromatography to accurately determine the chromatographic profile and to discriminate isobaric forms of peptides. The software uses an intelligent retention time prediction trained on the analyzed samples to enable accurate peak detection. EpiProfile 2.0 supports label-free and isotopic labeling, different organisms, known sequence mutations in diseases, different derivatization strategies, and unusual PTMs (such as acyl-derived modifications). In summary, EpiProfile 2.0 is a universal and accurate platform for the quantification of histone marks via LC-MS/MS. Being the first software of its kind, we anticipate that EpiProfile 2.0 will play a fundamental role in epigenetic studies relevant to biology and translational medicine. EpiProfile is freely available at https://github.com/zfyuan/EpiProfile2.0-Family.

Original languageEnglish
Pages (from-to)2533-2541
Number of pages9
JournalJournal of Proteome Research
Volume17
Issue number7
DOIs
StatePublished - Jul 6 2018

Keywords

  • acylation
  • epigenetics
  • histone
  • mutations
  • post-translational modification
  • quantification

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