Kingfisher: An open-sourced web-based platform for the analysis of hydrogen exchange mass spectrometry data

Protein Sci. 2025 Apr;34(4):e70096. doi: 10.1002/pro.70096.

Abstract

Hydrogen-deuterium exchange mass spectrometry (HDX-MS) is now a critical tool in molecular biology and structural proteomics. It is routinely used to probe protein and conformational dynamics through a well-established experiment where amide hydrogens exchange with deuterium atoms in a buffer containing D2O. Although there have been numerous advances in the field, data analysis still poses challenges mainly due to the need for manual curation of the data and the lack of standardized statistics and accessible software. In response, we developed Kingfisher, an open-source, user-friendly, web-based solution that facilitates downstream analysis using well-established statistics and provides advanced high-resolution representations of the HDX results. Kingfisher is able to read data directly as exported from common software packages and usually takes less than a minute to run the analysis, without the need to download the raw code or install any software. We foresee Kingfisher as a valuable tool for both newcomers and experts in the field of Hydrogen Exchange Mass Spectrometry. Kingfisher is available to all users as an interactive web application at https://kingfisher.wustl.edu/.

Keywords: HDX statistics; R programming; hydrogen–deuterium exchange mass spectrometry; open‐source software; protein; structural proteomics.

MeSH terms

  • Hydrogen Deuterium Exchange-Mass Spectrometry* / methods
  • Internet*
  • Proteins* / chemistry
  • Software*

Substances

  • Proteins