Journal: Nature Microbiology
Article Title: Deep learning reveals antibiotics in the archaeal proteome
doi: 10.1038/s41564-025-02061-0
Figure Lengend Snippet: To assess whether archaea EPs act on bacterial membranes, all active peptides against A. baumannii ATCC 19606 were subjected to outer membrane permeabilization and cytoplasmic membrane depolarization assays. a , b , Here we show the two lead permeabilizer and depolarizer archaeasins (see Extended Data Fig. for permeabilization and depolarization results of all archaeasins). The fluorescence probe NPN was used to assess membrane permeabilization ( a ) induced by the tested EPs (Extended Data Fig. ). The fluorescence probe DiSC 3 -5 was used to evaluate membrane depolarization ( b ) caused by archaeasins (Extended Data Fig. ). The shown values represent the relative fluorescence of both probes, with nonlinear fitting compared with the baseline of the untreated control (buffer + bacteria + fluorescence dye) and benchmarked against the antibiotics polymyxin B and levofloxacin. c , Laurdan generalized polarization over time in A. baumannii treated with archaeasins. Generalized polarization values were measured to assess changes in the lipid packing (membrane order) of the cytoplasmic membrane following treatment with the archaeasins that showed greater permeabilization of the outer membrane, archaeasin-21 and archaeasin-22, and greater depolarization of the cytoplasmic membrane, archaeasin-57, and archaeasin-78. Higher generalized polarization values indicate increased membrane rigidity, whereas lower values reflect increased membrane fluidity. Benzyl alcohol was used as a positive control for membrane fluidization, and untreated cells served as a negative control. Data represent a linear regression of the mean of 3 independent experiments over 30 min. d , Haemolytic and cytotoxic concentrations, against RBCs and HEK293T cells, respectively, leading to 50% cell lysis (HC 50 and CC 50 , respectively) were determined by interpolating the dose-response data using a nonlinear regression curve. All experiments were performed in three independent replicates (Extended Data Fig. ). The protein and peptide structures depicted in panels a and b were created with PyMOL Molecular Graphics System, v.3.0 (Schrödinger).
Article Snippet: We initially selected the bacterial strain A. baumannii American Type Culture Collection (ATCC) 19606, known for its high antibiotic resistance and significant role as an opportunistic nosocomial pathogen with substantial global mortality rates .
Techniques: Membrane, Fluorescence, Control, Bacteria, Positive Control, Negative Control, Lysis