Machine learning-guided discovery of a conserved plasmid proteomic signature enables MALDI-TOF MS detection of pOXA-48-carrying Enterobacterales
Janko Sattler, Johannes B. Mueller-Reif, Dexiong Chen, Julian Sommer, Lucas Miranda, Juliette Murris, Till Hendrik Schulz, Yukino Guetlin, Janis Rogenmoser, Peter V. Treit, Thomas Pichl, Ela Sauerborn, Helena M. B. Seth-Smith, Tim Roloff, Stephan Goettig, , Karsten Michael Borgwardt
The paper develops a machine learning model to detect pOXA-48-carrying Enterobacterales using MALDI-TOF MS spectra, achieving high accuracy across different cohorts.
bioRxiv · Jul 13, 2026 · PreprintMicrobiology