2013 | OriginalPaper | Chapter
Identification of Ultramodified Proteins Using Top-Down Spectra
Authors : Xiaowen Liu, Shawna Hengel, Si Wu, Nikola Tolić, Ljiljana Pasa-Tolić, Pavel A. Pevzner
Published in: Research in Computational Molecular Biology
Publisher: Springer Berlin Heidelberg
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Post-translational modifications (PTMs) play an important role in various biological processes through changing protein structure and function. Some
ultramodified
proteins (like histones) have multiple PTMs forming
PTM patterns
that define the functionality of a protein. While bottom-up mass spectrometry (MS) has been successful in identifying
individual
PTMs within short peptides, it is unable to identify PTM patterns spread along entire proteins in a coordinated fashion. In contrast, top-down MS analyzes intact proteins and reveals PTM patterns along the entire proteins. However, while recent advances in instrumentation have made top-down MS accessible to many laboratories, most computational tools for top-down MS focus on proteins with few PTMs and are unable to identify complex PTM patterns. We propose a new algorithm, MS-Align-E, that identifies both expected and unexpected PTMs in ultramodified proteins. We demonstrate that MS-Align-E identifies many protein forms of histone H4 and benchmark it against the currently accepted software tools.