Maier, L. et al. Unravelling the collateral damage of antibiotics on gut bacteria. Nature 599, 120–124 (2021).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Lynch, S. V. & Pedersen, O. The human intestinal microbiome in health and disease. New Eng. J. Med. 375, 2369–2379 (2016).
Article
CAS
PubMed
Google Scholar
Schubert, A. M., Sinani, H. & Schloss, P. D. Antibiotic-induced alterations of the murine gut microbiota and subsequent effects on colonization resistance against Clostridium difficile. mBio 6, e00974 (2015).
Article
CAS
PubMed
PubMed Central
Google Scholar
Owens, R. C. Jr., Donskey, C. J., Gaynes, R. P., Loo, V. G. & Muto, C. A. Antimicrobial-associated risk factors for Clostridium difficile infection. Clin. Infect. Dis. 46, S19–S31 (2008).
Article
PubMed
Google Scholar
Iizumi, T., Battaglia, T., Ruiz, V. & Perez Perez, G. I. Gut microbiome and antibiotics. Arch. Med. Res. 48, 727–734 (2017).
Article
CAS
PubMed
Google Scholar
Poon, S. S. B. et al. Neonatal antibiotics have long term sex-dependent effects on the enteric nervous system. J. Phys. 600, 4303–4323 (2022).
CAS
Google Scholar
Lange, K., Buerger, M., Stallmach, A. & Bruns, T. Effects of antibiotics on gut microbiota. Digest. Dis. 34, 260–268 (2016).
Article
Google Scholar
Gu, S. et al. Effect of the short-term use of fluoroquinolone and β-lactam antibiotics on mouse gut microbiota. Infect. Drug Resist. 13, 4547–4558 (2020).
Article
CAS
PubMed
PubMed Central
Google Scholar
Lofmark, S., Jernberg, C., Jansson, J. K. & Edlund, C. Clindamycin-induced enrichment and long-term persistence of resistant Bacteroides spp. and resistance genes. J. Antimicrob. Chemother. 58, 1160–1167 (2006).
Article
PubMed
Google Scholar
Hertz, F. B. et al. Effects of antibiotics on the intestinal microbiota of mice. Antibiotics 9, 191 (2020).
Article
CAS
PubMed
PubMed Central
Google Scholar
Lagier, J. C., Million, M., Hugon, P., Armougom, F. & Raoult, D. Human gut microbiota: repertoire and variations. Front. Cell Infect. Microbiol. 2, 136 (2012).
Article
PubMed
PubMed Central
Google Scholar
Singh, H. Management with colistin. Ind. J. Crit. Care. Med. 14, 161–162 (2010).
Article
Google Scholar
Falagas, M. E. & Kasiakou, S. K. Colistin: the revival of polymyxins for the management of multidrug-resistant Gram-negative bacterial infections. Clin. Infect. Dis. 40, 1333–1341 (2005).
Article
CAS
PubMed
Google Scholar
Chatzidimitriou, M. et al. mcr genes conferring colistin resistance in Enterobacterales; a five year overview. Acta Med. Acad. 50, 365–371 (2021).
Article
PubMed
Google Scholar
Rice, L. B. Federal funding for the study of antimicrobial resistance in nosocomial pathogens: no ESKAPE. J. Infect. Dis. 197, 1079–1081 (2008).
Article
PubMed
Google Scholar
Hoffman, P. S. Antibacterial discovery: 21st century challenges. Antibiotics 9, 213–213 (2020).
Article
PubMed
PubMed Central
Google Scholar
Nickerson, N. N. et al. A novel inhibitor of the LolCDE ABC transporter essential for lipoprotein trafficking in Gram-negative bacteria. Antimicrob. Agents Chemother. 62, e02151–02117 (2018).
Article
CAS
PubMed
PubMed Central
Google Scholar
Zhang, G. et al. Cell-based screen for discovering lipopolysaccharide biogenesis inhibitors. Proc. Natl Acad. Sci. USA 115, 6834–6839 (2018).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Lehman, K. M. & Grabowicz, M. Countering Gram-negative antibiotic resistance: recent progress in disrupting the outer membrane with novel therapeutics. Antibiotics 8, 163 (2019).
Article
CAS
PubMed
PubMed Central
Google Scholar
Brown, M. F. et al. Potent inhibitors of LpxC for the treatment of Gram-negative infections. J. Med. Chem. 55, 914–923 (2012).
Article
CAS
PubMed
Google Scholar
Miller, R. D. et al. A novel antibiotic targeting BamA identified by a computational search. Nat. Microbiol. 7, 1661–1672 (2022).
Article
CAS
PubMed
PubMed Central
Google Scholar
Imai, Y. et al. A new antibiotic selectively kills Gram-negative pathogens. Nature 576, 459–464 (2019).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Smith, P. A. et al. Optimized arylomycins are a new class of Gram-negative antibiotics. Nature 561, 189–194 (2018).
Article
ADS
CAS
PubMed
Google Scholar
Tokuda, H. & Matsuyama, S.-I. Sorting of lipoproteins to the outer membrane in E. coli. Biochim. Biophys. Acta 1693, 5–13 (2004).
Article
CAS
PubMed
Google Scholar
Pathania, R. et al. Chemical genomics in Escherichia coli identifies an inhibitor of bacterial lipoprotein targeting. Nat. Chem. Biol. 5, 849–856 (2009).
Article
CAS
PubMed
Google Scholar
Barker, C. A. et al. Degradation of MAC13243 and studies of the interaction of resulting thiourea compounds with the lipoprotein targeting chaperone LolA. Bioorg. Med. Chem. Lett. 23, 2426–2431 (2013).
Article
CAS
PubMed
Google Scholar
Hoang, H. H. et al. Outer membrane targeting of Pseudomonas aeruginosa proteins shows variable dependence on the components of Bam and Lol machineries. mBio 2, e00246–00211 (2011).
Article
CAS
PubMed
PubMed Central
Google Scholar
Ito, H. et al. A new screening method to identify inhibitors of the Lol (localization of lipoproteins) system, a novel antibacterial target. Microbiol. Immun. 51, 263–270 (2007).
Article
CAS
Google Scholar
Nayar, A. S. et al. Novel antibacterial targets and compounds revealed by a high-throughput cell wall reporter assay. J. Bacteriol. 197, 1726–1734 (2015).
Article
CAS
PubMed
PubMed Central
Google Scholar
Liu, J. et al. Natural inhibitors targeting the localization of lipoprotein system in Vibrio parahaemolyticus. Int. J. Mol. Sci. 23, 14352 (2022).
Article
CAS
PubMed
PubMed Central
Google Scholar
Breidenstein, E. B. M. et al. SMT-738: a novel small-molecule inhibitor of bacterial lipoprotein transport targeting Enterobacteriaceae. Antimicrob. Agents Chemother. 68, e0069523 (2024).
Article
CAS
PubMed
Google Scholar
Grabowicz, M. & Silhavy, T. J. Redefining the essential trafficking pathway for outer membrane lipoproteins. Proc. Natl Acad. Sci. USA 114, 4769–4774 (2017).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Richter, M. F. et al. Predictive compound accumulation rules yield a broad-spectrum antibiotic. Nature 545, 299–304 (2017).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Richter, M. F. & Hergenrother, P. J. The challenge of converting Gram-positive-only compounds into broad-spectrum antibiotics. Ann. NY Acad. Sci. 1435, 18–38 (2019).
Article
ADS
CAS
PubMed
Google Scholar
Munoz, K. A. & Hergenrother, P. J. Facilitating compound entry as a means to discover antibiotics for Gram-negative bacteria. Acc. Chem. Res. 54, 1322–1333 (2021).
Article
CAS
PubMed
PubMed Central
Google Scholar
Prochnow, H. et al. Subcellular quantification of uptake in Gram-negative bacteria. Anal. Chem. 91, 1863–1872 (2019).
Article
CAS
PubMed
Google Scholar
Wexler, H. M. Bacteroides: the good, the bad, and the nitty-gritty. Clin. Microbiol. Rev. 20, 593–621 (2007).
Article
CAS
PubMed
PubMed Central
Google Scholar
Nonejuie, P., Burkart, M., Pogliano, K. & Pogliano, J. Bacterial cytological profiling rapidly identifies the cellular pathways targeted by antibacterial molecules. Proc. Natl Acad. Sci. USA 110, 16169–16174 (2013).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Grabowicz, M. Lipoproteins and their trafficking to the outer membrane. EcoSal Plus 8, https://doi.org/10.1128/ecosalplus.ESP-0038-2018 (2019).
Tang, X. et al. Structural basis for bacterial lipoprotein relocation by the transporter LolCDE. Nat. Struct. Mol. Biol. 28, 347–355 (2021).
Article
CAS
PubMed
Google Scholar
Sharma, S. et al. Mechanism of LolCDE as a molecular extruder of bacterial triacylated lipoproteins. Nat. Commun. 12, 4687 (2021).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Buffie, C. G. et al. Profound alterations of intestinal microbiota following a single dose of clindamycin results in sustained susceptibility to Clostridium difficile-induced colitis. Infect. Immun. 80, 62–73 (2012).
Article
CAS
PubMed
PubMed Central
Google Scholar
Lesniak, N. A., Schubert, A. M., Sinani, H. & Schloss, P. D. Clearance of Clostridioides difficile colonization is associated with antibiotic-specific bacterial changes. mSphere 6, e01238-20 (2021).
Article
PubMed
PubMed Central
Google Scholar
Feuerstadt, P., Theriault, N. & Tillotson, G. The burden of CDI in the United States: a multifactorial challenge. BMC Infect. Dis. 23, 132 (2023).
Article
PubMed
PubMed Central
Google Scholar
Garcia Chavez, M. et al. Synthesis of fusidic acid derivatives yields a potent antibiotic with an improved resistance profile. ACS Infect. Dis. 7, 493–505 (2021).
Article
CAS
PubMed
Google Scholar
Oefner, C. et al. Increased hydrophobic interactions of iclaprim with Staphylococcus aureus dihydrofolate reductase are responsible for the increase in affinity and antibacterial activity. J. Antimicrob. Chemother. 63, 687–698 (2009).
Article
CAS
PubMed
Google Scholar
Purnapatre, K. P. et al. In vitro and in vivo activities of DS86760016, a novel leucyl-tRNA synthetase inhibitor for Gram-negative pathogens. Antimicrob. Agents Chemother. 62, e01987-17 (2018).
Article
PubMed
PubMed Central
Google Scholar
Schuster, M. et al. Peptidomimetic antibiotics disrupt the lipopolysaccharide transport bridge of drug-resistant Enterobacteriaceae. Sci. Adv. 9, eadg3683 (2023).
Article
CAS
PubMed
PubMed Central
Google Scholar
Rana, P. et al. FabI (enoyl acyl carrier protein reductase)—a potential broad spectrum therapeutic target and its inhibitors. Eur. J. Med. Chem. 208, 112757 (2020).
Article
CAS
PubMed
Google Scholar
Parker, E. N. et al. An iterative approach guides discovery of the FabI inhibitor fabimycin, a late-stage antibiotic candidate with in vivo efficacy against drug-resistant Gram-negative infections. ACS Cent. Sci. 8, 1145–1158 (2022).
Article
CAS
PubMed
PubMed Central
Google Scholar
Yao, J. et al. A pathogen-selective antibiotic minimizes disturbance to the microbiome. Antimicrob. Agents Chemother. 60, 4264–4273 (2016).
Article
CAS
PubMed
PubMed Central
Google Scholar
Konovalova, A., Kahne, D. E. & Silhavy, T. J. Outer membrane biogenesis. Annu. Rev. Microbiol. 71, 539–556 (2017).
Article
CAS
PubMed
PubMed Central
Google Scholar
Ho, H. et al. Structural basis for dual-mode inhibition of the ABC transporter MsbA. Nature 557, 196–201 (2018).
Article
ADS
CAS
PubMed
Google Scholar
Silver, L. L. A Gestalt approach to Gram-negative entry. Bioorg. Med. Chem. 24, 6379–6389 (2016).
Article
CAS
PubMed
Google Scholar
Pandit, K. R. & Klauda, J. B. Membrane models of E. coli containing cyclic moieties in the aliphatic lipid chain. Biochim. Biophys. Acta 1818, 1205–1210 (2012).
Article
CAS
PubMed
Google Scholar
Jorgensen, W. L., Chandrasekhar, J., Madura, J. D., Impey, R. W. & Klein, M. L. Comparison of simple potential functions for simulating liquid water. J. Chem. Phys. 79, 926–935 (1983).
Article
ADS
CAS
Google Scholar
Jo, S., Kim, T., Iyer, V. G. & Im, W. CHARMM-GUI: a web-based graphical user interface for CHARMM. J. Comput. Chem. 29, 1859–1865 (2008).
Article
CAS
PubMed
Google Scholar
Licari, G., Dehghani-Ghahnaviyeh, S. & Tajkhorshid, E. Membrane Mixer: a toolkit for efficient shuffling of lipids in heterogeneous biological membranes. J. Chem. Inform. Model. 62, 986–996 (2022).
Article
CAS
Google Scholar
Humphrey, W., Dalke, A. & Schulten, K. VMD: visual molecular dynamics. J. Mol. Graph. 14, 27–38 (1996). 33-38.
Article
Google Scholar
Trott, O. & Olson, A. J. AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J. Comput. Chem. 31, 455–461 (2010).
Article
CAS
PubMed
PubMed Central
Google Scholar
Phillips, J. C. et al. Scalable molecular dynamics on CPU and GPU architectures with NAMD. J. Chem. Phys. 153, 044130 (2020).
Article
CAS
PubMed
PubMed Central
Google Scholar
Phillips, J. C. et al. Scalable molecular dynamics with NAMD. J. Comput. Chem. 26, 1781–1802 (2005).
Article
CAS
PubMed
PubMed Central
Google Scholar
Hart, K. et al. Optimization of the CHARMM additive force field for DNA: improved treatment of the BI/BII conformational equilibrium. J. Chem. Theor. Comput. 8, 348–362 (2012).
Article
CAS
Google Scholar
Klauda, J. B. et al. Update of the CHARMM all-atom additive force field for lipids: validation on six lipid types. J. Phys. Chem. B 114, 7830–7843 (2010).
Article
CAS
PubMed
PubMed Central
Google Scholar
Darden, T., York, D. & Pedersen, L. Particle mesh Ewald: an N·log(N) method for Ewald sums in large systems. J. Chem. Phys. 98, 10089–10092 (1993).
Article
ADS
CAS
Google Scholar
Ryckaert, J. P., Ciccotti, G. & Berendsen, H. J. C. Numerical integration of the Cartesian equations of motion of a system with constraints: molecular dynamics of n-alkanes. J. Comput. Phys. 23, 327–341 (1977).
Article
ADS
CAS
Google Scholar
Martyna, G. J., Tobias, D. J. & Klein, M. L. Constant-pressure molecular-dynamics algorithms. J. Chem. Phys. 101, 4177–4189 (1994).
Article
ADS
CAS
Google Scholar
Feller, S. E., Zhang, Y. H., Pastor, R. W. & Brooks, B. R. Constant-pressure molecular-dynamics simulation—the Langevin piston method. J. Chem. Phys. 103, 4613–4621 (1995).
Article
ADS
CAS
Google Scholar
Andrews, S. Fast QC: a quality control tool for high throughput sequence data. http://www.bioinformatics.babraham.ac.uk/projects/fastqc/ (2016).
Callahan, B. J. et al. DADA2: High-resolution sample inference from Illumina amplicon data. Nat. Method 13, 581–583 (2016).
Article
CAS
Google Scholar
Lan, Y., Wang, Q., Cole, J. R. & Rosen, G. L. Using the RDP classifier to predict taxonomic novelty and reduce the search space for finding novel organisms. PLoS ONE 7, e32491 (2012).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Quast, C. et al. The SILVA ribosomal RNA gene database project: improved data processing and web-based tools. Nucleic Acids Res. 41, D590–D596 (2013).
Article
CAS
PubMed
Google Scholar
McLaren, M. R. Silva SSU taxonomic training data formatted for DADA2. Zenodo https://doi.org/10.5281/zenodo.3986799 (2020).
Wright, E. S. DECIPHER: harnessing local sequence context to improve protein multiple sequence alignment. BMC Bioinformatics 16, 322 (2015).
Article
PubMed
PubMed Central
Google Scholar
Price, M. N., Dehal, P. S. & Arkin, A. P. FastTree 2—approximately maximum-likelihood trees for large alignments. PLoS ONE 5, e9490 (2010).
Article
ADS
PubMed
PubMed Central
Google Scholar
R: A Language and Environment for Statistical Computing, v. 4.2.1 (R Foundation for Statistical Computing, 2019).
McMurdie, P. J. & Holmes, S. phyloseq: an R package for reproducible interactive analysis and graphics of microbiome census data. PLoS ONE 8, e61217 (2013).
Article
ADS
CAS
PubMed
PubMed Central
Google Scholar
Oksanen, J. et al. vegan: Community ecology package. https://CRAN.R-project.org/package=vegan (2017).
Love, M. I., Huber, W. & Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15, 550 (2014).
Article
PubMed
PubMed Central
Google Scholar
Holmes, J. HPCBio/hergenrother-16S-mouse-2022Sept: Initial release. https://doi.org/10.5281/zenodo.10980656 (2024).
Parker, E. N. et al. Implementation of permeation rules leads to a FabI inhibitor with activity against Gram-negative pathogens. Nat. Microbiol. 5, 67–75 (2020).
Article
CAS
PubMed
Google Scholar