The component parts of bacteriophage virions accurately defined by a machine-learning approach built on evolutionary features.
T. Y. Thung, M. E. White, W. Dai, J. J. Wilksch, R. S. Bamert, A. Rocker, C. J. Stubenrauch, D. Williams, C. Huang, R. B. Schittelhelm, J. J. Barr, E. Jameson, S. McGowan, Y. Zhang, J. Wang, , T. Lithgow
This paper develops a machine learning tool called STEP3 to accurately define bacteriophage virion components using evolutionary features, validated with mass spectrometry.
bioRxiv · Feb 28, 2021Microbiology