mzMLb: a future-proof raw mass spectrometry data format based on standards-compliant mzML and optimized for speed and storage requirements

Ranjeet S Bhamber, Andris Jankevics, Eric W. Deutsch, Andrew R. Jones, Andrew Dowsey*

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)

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Abstract

With ever-increasing amounts of data produced by mass spectrometry (MS) proteomics and metabolomics, and the sheer volume of samples now analyzed, the need for a common open format possessing both file size efficiency and faster read/write speeds has become paramount to drive the next generation of data analysis pipelines. The Proteomics Standards Initiative (PSI) has established a clear and precise XML representation for data interchange, mzML, receiving substantial uptake; nevertheless, storage and file access efficiency has not been the main focus. We propose an HDF5 file format ‘mzMLb’ that is optimised for both read/write speed and storage of the raw mass spectrometry data. We provide extensive validation of write speed, random read speed and storage size, demonstrating a flexible format that with or without compression is faster than all existing approaches in virtually all cases, while with compression, is comparable in size to proprietary vendor file formats. Since our approach uniquely preserves the XML encoding of the metadata, the format implicitly supports future versions of mzML and is straightforward to implement: mzMLb’s design adheres to both HDF5 and NetCDF4 standard implementations, which allows it to be easily utilised by third parties due to their widespread programming language support. A reference implementation within the established ProteoWizard toolkit is provided.
Original languageEnglish
Number of pages32
JournalbioRxiv
DOIs
Publication statusUnpublished - 24 Mar 2020

Keywords

  • Proteomics Standards Initiative
  • mzML
  • Mass Spectrometry
  • proteomics
  • metabolomics
  • data compression
  • HDF5

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