Definitions and guidelines for research on antibiotic persistence

Nathalie Q Balaban, Sophie Helaine, Kim Lewis, Martin Ackermann, Bree Aldridge, Dan I Andersson, Mark P Brynildsen, Dirk Bumann, Andrew Camilli, James J Collins, Christoph Dehio, Sarah Fortune, Jean-Marc Ghigo, Wolf-Dietrich Hardt, Alexander Harms, Matthias Heinemann, Deborah T Hung, Urs Jenal, Bruce R Levin, Jan Michiels, Gisela Storz, Man-Wah Tan, Tanel Tenson, Laurence Van Melderen, Annelies Zinkernagel, Nathalie Q Balaban, Sophie Helaine, Kim Lewis, Martin Ackermann, Bree Aldridge, Dan I Andersson, Mark P Brynildsen, Dirk Bumann, Andrew Camilli, James J Collins, Christoph Dehio, Sarah Fortune, Jean-Marc Ghigo, Wolf-Dietrich Hardt, Alexander Harms, Matthias Heinemann, Deborah T Hung, Urs Jenal, Bruce R Levin, Jan Michiels, Gisela Storz, Man-Wah Tan, Tanel Tenson, Laurence Van Melderen, Annelies Zinkernagel

Abstract

Increasing concerns about the rising rates of antibiotic therapy failure and advances in single-cell analyses have inspired a surge of research into antibiotic persistence. Bacterial persister cells represent a subpopulation of cells that can survive intensive antibiotic treatment without being resistant. Several approaches have emerged to define and measure persistence, and it is now time to agree on the basic definition of persistence and its relation to the other mechanisms by which bacteria survive exposure to bactericidal antibiotic treatments, such as antibiotic resistance, heteroresistance or tolerance. In this Consensus Statement, we provide definitions of persistence phenomena, distinguish between triggered and spontaneous persistence and provide a guide to measuring persistence. Antibiotic persistence is not only an interesting example of non-genetic single-cell heterogeneity, it may also have a role in the failure of antibiotic treatments. Therefore, it is our hope that the guidelines outlined in this article will pave the way for better characterization of antibiotic persistence and for understanding its relevance to clinical outcomes.

Conflict of interest statement

The authors declare no competing interests.

Figures

Fig. 1. Persistent infections versus antibiotic persistence.
Fig. 1. Persistent infections versus antibiotic persistence.
Persistent infection is a general term to describe infections that are not efficiently cleared by the host, in contrast to the characteristic acute response that leads to clearance of many pathogens. Antibiotic persistence specifically describes the heterogeneous response of bacterial populations, in vitro or in the host, that results in a delayed clearance of the bacterial load by antibiotics.
Fig. 2. Antibiotic resistance, tolerance and persistence.
Fig. 2. Antibiotic resistance, tolerance and persistence.
Resistance, tolerance and persistence are distinct responses to antibiotic treatment that lead to increased survival compared with susceptible cells. a | To inhibit the growth of resistant bacteria, a substantially higher minimum inhibitory concentration (MIC) of the antibiotic is needed than for susceptible bacteria. Notably, persistence and tolerance do not lead to an increase in the MIC compared with susceptible bacteria. b | By contrast, tolerance increases the minimum duration for killing (MDK; for example, for 99% of bacterial cells in the population (MDK99)) compared with susceptible bacteria. c | Persistence leads to a similar MIC and a similar initial killing of the bacterial population compared with susceptible bacteria; however, the MDK for 99.99% of bacterial cells in the population (MDK99.99) can be substantially higher owing to the survival of the persister cells. Note that pure exponential killing of the susceptible strain is rarely observed because most bacterial cultures have some level of persistence. The data shown are only illustrations and not actual measurements. Parts b and c are adapted with permission from ref., Springer Nature Limited (this material is excluded from the CC-BY-4.0 license).
Fig. 3. Triggered versus spontaneous persistence.
Fig. 3. Triggered versus spontaneous persistence.
Triggered persistence requires a trigger for bacteria to become persisters (left). The persistence level will then depend on the intensity and duration of the trigger. For example, a common trigger for persistence is starvation. Even when the trigger is removed, persister bacteria may retain their phenotype for an extended duration. Spontaneous persistence occurs when the bacteria are in steady-state exponential growth (right). A fraction of the population switches stochastically to the persister phenotype at a rate that is constant during growth. Such steady-state conditions can be found in chemostats or serially diluted cultures, and care must be taken to ensure that the persisters do not originate from the inoculum or from the culture being too close to entry into the stationary phase.

References

    1. Hobby GL, Meyer K, Chaffee E. Observations on the mechanism of action of penicillin. Proc. Soc. Exp. Biol. (NY) 1942;50:281–285.
    1. Bigger JW. Treatment of staphylococcal infections with penicillin by intermittent sterilisation. Lancet. 1944;244:497–500.
    1. Brauner A, Fridman O, Gefen O, Balaban NQ. Distinguishing between resistance, tolerance and persistence to antibiotic treatment. Nat. Rev. Microbiol. 2016;14:320–330.
    1. Nataro, J. P., Blaser, M. J. & Cunningham-Rundles, S. Persistent Bacterial Infections (ASM Press, 2000).
    1. Fisher RA, Gollan B, Helaine S. Persistent bacterial infections and persister cells. Nat. Rev. Microbiol. 2017;15:453–464.
    1. Ernst JD. Mechanisms of M. tuberculosis immune evasion as challenges to TB vaccine design. Cell Host Microbe. 2018;24:34–42.
    1. Blango MG, Mulvey MA. Persistence of uropathogenic Escherichia coli in the face of multiple antibiotics. Antimicrob. Agents Chemother. 2010;54:1855–1863.
    1. Mulvey MA, Schilling JD, Hultgren SJ. Establishment of a persistent Escherichia coli reservoir during the acute phase of a bladder infection. Infect. Immun. 2001;69:4572–4579.
    1. Lewis K. Persister cells, dormancy and infectious disease. Nat. Rev. Microbiol. 2007;5:48–56.
    1. Jacoby GAAmpCβ-lactamases. Clin. Microbiol. Rev. 2009;22:161–182.
    1. Du DJ, et al. Multidrug efflux pumps: structure, function and regulation. Nat. Rev. Microbiol. 2018;16:523–539.
    1. Blair JM, Webber MA, Baylay AJ, Ogbolu DO, Piddock LJ. Molecular mechanisms of antibiotic resistance. Nat. Rev. Microbiol. 2015;13:42–51.
    1. Wolfson J, Hooper D, McHugh G, Bozza M, Swartz M. Mutants of Escherichia coli K-12 exhibiting reduced killing by both quinolone and beta-lactam antimicrobial agents. Antimicrob. Agents Chemother. 1990;34:1938–1943.
    1. El-Halfawy OM, Valvano MA. Antimicrobial heteroresistance: an emerging field in need of clarity. Clin. Microbiol. Rev. 2015;28:191–207.
    1. Meylan S, Andrews IW, Collins JJ. Targeting antibiotic tolerance, pathogen by pathogen. Cell. 2018;172:1228–1238.
    1. Handwerger S, Tomasz A. Antibiotic tolerance among clinical isolates of bacteria. Annu. Rev. Pharmacol. Toxicol. 1985;25:349–380.
    1. Ackermann M. A functional perspective on phenotypic heterogeneity in microorganisms. Nat. Rev. Microbiol. 2015;13:497–508.
    1. Rotem E, et al. Regulation of phenotypic variability by a threshold-based mechanism underlies bacterial persistence. Proc. Natl Acad. Sci. USA. 2010;107:12541–12546.
    1. Huang GR, Saakian DB, Hu CK. Accurate analytic solution of chemical master equations for gene regulation networks in a single cell. Phys. Rev. E. 2018;97:012412.
    1. Moyed HS, Bertrand K. P. hipA , a newly recognized gene of Escherichia coli K-12 that affects frequency of persistence after inhibition of murein synthesis. J. Bacteriol. 1983;155:768–775.
    1. Levin BR, Concepcion-Acevedo J, Udekwu KI. Persistence: a copacetic and parsimonious hypothesis for the existence of non-inherited resistance to antibiotics. Curr. Opin. Microbiol. 2014;21:18–21.
    1. Michiels JE, Van den Bergh B, Verstraeten N, Michiels J. Molecular mechanisms and clinical implications of bacterial persistence. Drug Resist. Updat. 2016;29:76–89.
    1. Radzikowski JL, Schramke H, Heinemann M. Bacterial persistence from a system-level perspective. Curr. Opin. Biotechnol. 2017;46:98–105.
    1. Balaban NQ, Merrin J, Chait R, Kowalik L, Leibler S. Bacterial persistence as a phenotypic switch. Science. 2004;305:1622–1625.
    1. Joers A, Kaldalu N, Tenson T. The frequency of persisters in Escherichia coli reflects the kinetics of awakening from dormancy. J. Bacteriol. 2010;192:3379–3384.
    1. Levin-Reisman I, et al. Automated imaging with ScanLag reveals previously undetectable bacterial growth phenotypes. Nat. Methods. 2010;7:737–U100.
    1. Gutierrez A, et al. Understanding and sensitizing density-dependent persistence to quinolone antibiotics. Mol. Cell. 2017;68:1147–1154.
    1. Vega NM, Allison KR, Khalil AS, Collins JJ. Signaling-mediated bacterial persister formation. Nat. Chem. Biol. 2012;8:431–433.
    1. Manina G, Dhar N, McKinney JD. Stress and host immunity amplify Mycobacterium tuberculosis phenotypic heterogeneity and induce nongrowing metabolically active forms. Cell Host Microbe. 2015;17:32–46.
    1. Helaine S, et al. Internalization of Salmonella by macrophages induces formation of nonreplicating persisters. Science. 2014;343:204–208.
    1. Dorr T, Vulic M, Lewis K. Ciprofloxacin causes persister formation by inducing the TisB toxin in Escherichia coli. PLOS Biol. 2010;8:e1000317.
    1. Eagle H, Musselman A. The rate of bactericidal action of penicillin in vitro as a function of its concentration, and its paradoxically reduced activity at high concentrations against certain organisms. J. Exp. Med. 1948;88:99–131.
    1. Audrain B, et al. Induction of the Cpx envelope stress pathway contributes to Escherichia coli tolerance to antimicrobial peptides. Appl. Environ. Microbiol. 2013;79:7770–7779.
    1. Johnson PJT, Levin BR. Pharmacodynamics, population dynamics, and the evolution of persistence in Staphylococcus aureus. PLOS Genet. 2013;9:e1003123.
    1. Rosenberg A, et al. Antifungal tolerance is a subpopulation effect distinct from resistance and is associated with persistent candidemia. Nat. Commun. 2018;9:2470.
    1. Kochanowski K, Morinishi L, Altschuler S, Wu L. Drug persistence - from antibiotics to cancer therapies. Curr. Opin. Syst. Biol. 2018;10:1–8.
    1. Keren I, Kaldalu N, Spoering A, Wang Y, Lewis K. Persister cells and tolerance to antimicrobials. FEMS Microbiol. Lett. 2004;230:13–18.
    1. Taylor PC, Schoenknecht FD, Sherris JC, Linner EC. Determination of minimum bactericidal concentrations of oxacillin for Staphylococcus-aureus - influence and significance of technical factors. Antimicrob. Agents Chemother. 1983;23:142–150.
    1. Mok WWK, Brynildsen MP. Timing of DNA damage responses impacts persistence to fluoroquinolones. Proc. Natl Acad. Sci. USA. 2018;115:E6301–E6309.
    1. Luidalepp H, Joers A, Kaldalu N, Tenson T. Age of inoculum strongly influences persister frequency and can mask effects of mutations implicated in altered persistence. J. Bacteriol. 2011;193:3598–3605.
    1. Eagle H, Musselman AD. The slow recovery of bacteria from the toxic effects of penicillin. J. Bacteriol. 1949;58:475–490.
    1. zur Wiesch PA, et al. Classic reaction kinetics can explain complex patterns of antibiotic action. Sci. Transl Med. 2015;7:287ra73.
    1. Wakamoto Y, et al. Dynamic persistence of antibiotic-stressed mycobacteria. Science. 2013;339:91–95.
    1. Maglica Z, Ozdemir E, McKinney JD. Single-cell tracking reveals antibiotic-induced changes in mycobacterial energy metabolism. mBio. 2015;6:e02236–14.
    1. Akerlund T, Nordstrom K, Bernander R. Analysis of cell-size and DNA content in exponentially growing and stationary-phase batch cultures of Escherichia-coli. J. Bacteriol. 1995;177:6791–6797.
    1. Fridman O, Goldberg A, Ronin I, Shoresh N, Balaban NQ. Optimization of lag time underlies antibiotic tolerance in evolved bacterial populations. Nature. 2014;513:418–421.
    1. Van den Bergh B, et al. Frequency of antibiotic application drives rapid evolutionary adaptation of Escherichia coli persistence. Nat. Microbiol. 2016;1:16020.
    1. Levin-Reisman I, et al. Antibiotic tolerance facilitates the evolution of resistance. Science. 2017;355:826–830.
    1. Lafleur MD, Qi Q, Lewis K. Patients with long-term oral carriage harbor high-persister mutants of Candida albicans. Antimicrob. Agents Chemother. 2010;54:39–44.
    1. Vulin C, Leimer N, Huemer M, Ackermann M, Zinkernagel AS. Prolonged bacterial lag time results in small colony variants that represent a sub-population of persisters. Nat. Commun. 2018;9:4074.
    1. Claudi B, et al. Phenotypic variation of salmonella in host tissues delays eradication by antimicrobial chemotherapy. Cell. 2014;158:722–733.
    1. Kaiser P, et al. Cecum lymph node dendritic cells harbor slow-growing bacteria phenotypically tolerant to antibiotic treatment. PLOS Biol. 2014;12:e1001793.
    1. European Committee on Antimicrobial Susceptibility Testing. Reading guide: EUCAST disk diffusion method for antimicrobial susceptibility testing. EUCAST (2019).
    1. Barry, L. A. et al. Methods for Determining Bactericidal Activity of Antimicrobial Agents; Approved Guideline Vol. 19 1–3 (Clinical and Laboratory Standards Institute,1999).
    1. Zhi JG, Nightingale CH, Quintiliani RA. Pharmacodynamic model for the activity of antibiotics against microorganisms under nonsaturable conditions. J. Pharm. Sci. 1986;75:1063–1067.
    1. Levin BR, Udekwu KI. Population dynamics of antibiotic treatment: a mathematical model and hypotheses for time-kill and continuous-culture experiments. Antimicrob. Agents Chemother. 2010;54:3414–3426.
    1. Nicoloff H, Hjort K, Levin BR, Andersson DI. The high prevalence of antibiotic heteroresistance in pathogenic bacteria is mainly caused by gene amplification. Nat. Microbiol. 2019;4:504–514.
    1. Lewis K. Persister cells and the riddle of biofilm survival. Biochemistry Mosc. 2005;70:267–274.
    1. Yang JH, Bening SC, Collins JJ. Antibiotic efficacy - context matters. Curr. Opin. Microbiol. 2017;39:73–80.
    1. Amato SM, Orman MA, Brynildsen MP. Metabolic control of persister formation in Escherichia coli. Mol. Cell. 2013;50:475–487.

Source: PubMed

3
Suscribir