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A Bayesian semi-parametric model for thermal proteome profiling

Authors :
Siqi Fang
Paul D. W. Kirk
Marcus Bantscheff
Kathryn S. Lilley
Oliver M. Crook
Source :
Communications Biology, Vol 4, Iss 1, Pp 1-15 (2021)
Publication Year :
2021
Publisher :
Nature Portfolio, 2021.

Abstract

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.

Subjects

Subjects :
Biology (General)
QH301-705.5

Details

Language :
English
ISSN :
23993642
Volume :
4
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Communications Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.7779bba951a04cb6ad7afed9774db400
Document Type :
article
Full Text :
https://doi.org/10.1038/s42003-021-02306-8