Novel antimicrobial peptide discovery using machine learning and biophysical selection of minimal bacteriocin domains
F. R. Fields, S. D. Freed, K. E. Carothers, M. N. Hamid, D. E. Hammers, J. N. Ross, V. R. Kalwajtys, A. J. Gonzalez, A. D. Hildreth, I. Friedberg, S. W. Lee
This study develops a pipeline combining machine learning and biophysical filters to design and test minimal bacteriocin peptides for antimicrobial activity.
bioRxiv · May 4, 2018Microbiology