Communications Biology (Jun 2021)

A Bayesian semi-parametric model for thermal proteome profiling

  • Siqi Fang,
  • Paul D. W. Kirk,
  • Marcus Bantscheff,
  • Kathryn S. Lilley,
  • Oliver M. Crook

DOI
https://doi.org/10.1038/s42003-021-02306-8
Journal volume & issue
Vol. 4, no. 1
pp. 1 – 15

Abstract

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Fang et al. develop a Bayesian data analysis approach that is better suited to the analysis of Thermal Proteome Profiling (TPP) data than existing data analysis approaches that have limitations with respect to deviations from the expected sigmoid data behaviour. Their approach, which is more comprehensive and sensitive than standard data analysis methods, identified new putative targets and off-targets from published TPP datasets.