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. Author manuscript; available in PMC: 2025 Jun 12.
Published in final edited form as: Cell Host Microbe. 2024 Jun 12;32(6):852–862. doi: 10.1016/j.chom.2024.04.019

Host Stress drives tolerance and persistence; the bane of anti-microbial therapeutics

Sophie Helaine 1, Brian P Conlon 2, Kimberly M Davis 3, David G Russell 4
PMCID: PMC11446042  NIHMSID: NIHMS2024332  PMID: 38870901

Abstract

Antibiotic resistance, typically associated with genetic changes within a bacterial population, is a frequent contributor to antibiotic treatment failures. Antibiotic persistence and tolerance, which we collectively term recalcitrance, represent transient phenotypic changes in the bacterial population that prolong survival in the presence of typically lethal concentrations of antibiotics. Antibiotic recalcitrance is challenging to detect and investigate; traditionally studied under in vitro conditions, our understanding during infection and its contribution to antibiotic failure is limited. Recently, significant progress has been made in the study of antibiotic recalcitrant populations in pathogenic species, including Mycobacterium tuberculosis, Staphylococcus aureus, Salmonella enterica, and Yersiniae, in the context of the host environment. Despite the diversity of these pathogens and infection models, shared signals and responses promote recalcitrance, and common features and vulnerabilities of persisters and tolerant bacteria have emerged. These will be discussed here, along with progress towards developing therapeutic interventions to better treat recalcitrant pathogens.

Introduction

Antimicrobial resistance, where pathogenic microorganisms survive chemotherapy, is a significant and expanding challenge to human health. Bacterial pathogens can survive antibiotic exposure through drug resistance or through phenotypic changes that confer reduced drug susceptibility, through persistence or tolerance mechanisms1 (Fig 1). Both persistence and tolerance, which we refer to collectively as “recalcitrance”, are implicated in treatment failure, but are less well-studied than resistance, due to a paucity of appropriate tools and good experimental models. Recalcitrant bacteria are transiently growth-arrested cells that can survive killing by several classes of antibiotics at concentrations that should be lethal. The eventual resumption of growth by recalcitrants likely contributes to infection relapses. Therefore, we have a pressing need to understand the physiology and vulnerabilities of these bacteria. Ultimately, this knowledge will inform new effective ways to clear bacterial infections and limit the development of antibiotic resistance.

Figure 1-.

Figure 1-

Persisters: a small number of bacteria that survive exposure to lethal concentrations of antibiotic, but upon repetition of exposure the same number of survivors emerge. Phenotypic tolerance: is the transient reduction in antibiotic susceptibility that is usually the product of environmental stress, but can impact large proportions of a bacterial population at any given time. A major difference between antibiotic persistence and tolerance is the penetrance of the recalcitrance in the population. Resistance: arises through mutation, is heritable and would apply to all bacteria in a clonal population.

Since the discovery of the persister phenomenon during the treatment of wound infections in the 1940s, studying antibiotic persistence has proven challenging owing to the transience and reversibility of this physiological state. The establishment of single-cell methods that enable the tracking, collection, and analysis of this recalcitrant subset has led to important breakthroughs in recent years, such as the realization that recalcitrant bacteria promote the emergence of antibiotic resistance2,3. For a long time, there has been a lack of a cohesive understanding of the molecular determinants that underpin the phenomenon of recalcitrance. This is partly because most studies on persisters have been carried out on bacteria grown in isolation in artificial laboratory media. This is limiting for several reasons. First, antibiotic recalcitrance occurs at an excessively low frequency when bacterial populations are not stressed, leaving the scientists vulnerable to the inflated importance of small variabilities in their experimental setups. Second, many different physiological changes have been convincingly shown to enable bacteria to survive antibiotics in vitro making it hard to pinpoint if there is a main path to persistence that is more prevalent than others. This has led to the perception that the phenomenon is purely stochastic and is to remain elusive.

Finally, experiments in bacterial growth media lack the environmental complexities encountered by the pathogen within a host and yield a limited understanding of recalcitrant microbes and their vulnerabilities during infection. Indeed, recalcitrance during infection is more demanding in that it involves more than the ability of bacteria to survive antibiotics, but to weather and respond to the combined assault of antimicrobials and host immune defenses4. Hence, although some progress in understanding persistence has been made under in vitro conditions, investigating antibiotic recalcitrance of pathogens during infection is, therefore, more likely to reveal the more relevant paths to persistence amongst all the proposed models. Bacteria typically interact with immune cells early during the infectious process. Respiratory pathogens, such as Mycobacterium tuberculosis, likely encounter alveolar macrophages very early after inhalation. Mucosal pathogens, such as Yersiniae or Salmonellae may initially interact with epithelial cells, which sense the presence of pathogen-associated molecular patterns (PAMPs) with pattern recognition receptors, initiating production of proinflammatory signals that promote the recruitment of immune cells to the site of infection. For pathogens that have spread systemically, such as Staphylococcus aureus, Yersinia or Salmonella, bacteria encounter immune cells both in the bloodstream and within host tissue sites. Bacteria are typically filtered from the bloodstream into the spleen and may simultaneously seed distinct sites such as the liver or kidneys. In both the spleen and liver, bacteria encounter resident immune cell subsets immediately, whereas, in organs like the kidney, interactions with stromal cells trigger subsequent immune cell recruitment. Immune cell recruitment is rapid, and neutrophils arrive at sites of infection to contain bacterial replication within hours of sensing bacterial presence. These immediate or very early interactions with phagocyte populations are meant to contain bacterial proliferation, but successful pathogens use an arsenal of factors to disarm the immune response and promote bacterial colonization of host sites.

Bacteria have distinct interactions with host immune cells depending on whether they proliferate extracellularly or establish an intracellular niche. For example, bacteria that primarily proliferate extracellularly rely on effectors injected by secretion systems, cell surface changes such as polysaccharide capsule production, aggregate or biofilm formation or even an increase in bacterial cell size to prevent phagocytic uptake and establish an extracellular niche. In contrast, intracellular bacteria orchestrate specific changes within a host cell to establish their niche. These changes can also be promoted by secretion systems and their associated effector proteins. Bacteria residing within immune cells can further be contained within an intracellular compartment or reside within the host cell cytosol. No matter the niche, bacteria have to overcome host-derived stressors to survive.

Some major examples of stressors, relevant to many bacterial pathogens, include nutrient limitation, low pH, and reactive oxygen and reactive nitrogen species (ROS, RNS). These are thought to be early host responses to infection, largely produced by innate phagocyte populations. Many pathogenic species, including Mycobacterium tuberculosis, Staphylococcus aureus, Salmonella enterica, and Yersiniae form recalcitrant cells at a high rate during infections because bacteria alter their phenotypes by arresting growth in response to these host stressors510. Several labs, despite working on very different pathogens and disparate infection models, have made significant progress in recent years and shared signals and responses that promote antibiotic recalcitrance, as well as common features and vulnerabilities of persisters and tolerant bacteria have emerged. The phenomenon of recalcitrance is no longer intangible and progress towards interventions now seems within reach. This will be the focus of this review.

Four pathogens

M. tuberculosis, S. aureus, S. enterica, and Y. pseudotuberculosis are very diverse pathogens with different infection routes, niches, and patterns of AMR in patients. They nonetheless face common stressors and share increased antibiotic recalcitrance during infection.

Infection with M. tuberculosis is initiated when the bacterium is inhaled and subsequently phagocytosed by the resident alveolar macrophages that patrol the airway surfaces. The bacilli exploit secreted effector proteins and the host’s response to released cell wall lipids to modulate the host cell and tissue environment to support their survival and growth11,12. In tuberculosis, multi-drug resistant (MDR) and totally-drug resistant strains (XDR), that are virtually untreatable, are a problem of growing magnitude. The emergence of drug resistance in most bacterial species is problematic primarily because of horizontal transfer of the resistance element across bacterial isolates and species, which is not a problem with tuberculosis. M. tuberculosis lives a relatively solitary lifestyle and most horizontal gene transfer events are ancient and shared across M. tuberculosis species, and while mycobacterial phages are around, and have been exploited as tools for genetic manipulation, there is little evidence of modern genetic exchange in M. tuberculosis. The problem with tuberculosis is that acquisition of drug resistance occurs as independent events with high frequency across M. tuberculosis strains, and as such heritable drug resistance expands linearly. This indicates that, under current treatment regimens, the bacterium is predisposed to develop heritable drug resistance. Effective treatment against active tuberculosis involves treatment with 4 antibiotics, usually isoniazid (INH), Rifampicin (RIF), Pyrazinimide (PZA) and Ethambutol (ETH) for periods up to and exceeding 9 months. This requirement for prolonged multidrug treatment is the product of several properties inherent to M. tuberculosis that we believe have been selected for through evolution. M. tuberculosis evolved from saprophytic actinomycetes13,14 and was likely to have emerged as a human pathogen around the time human species spread out of Africa 50-70,000 years ago15,16. M. tuberculosis has no other host of significance therefore its recent evolution has been shaped exclusively through its interaction with humans. However, M. tuberculosis’ relationship with antibiotics likely predates its invasion of humans as a host environment as its ancestors co-habited with soil bacteria that use antibiotics for interbacterial warfare.

S. aureus is a versatile pathogen that can cause infections ranging from superficial skin and soft tissue infections to invasive infections such as endocarditis and bacteremia. Antibiotic treatment of S. aureus infection is frequently complicated with treatment for S. aureus bacteremia requiring 4 to 6 weeks of i.v. antibiotics17. Despite prolonged therapy, treatment failure occurs in about 1 in 4 patients, leading to around 20,000 deaths in the US each year18. S. aureus virulence is driven by a multitude of virulence factors but the production of numerous toxins is the key factor in pathogenicity. Alpha-toxin is the best-studied S. aureus toxin. It is a beta-barrel toxin that causes pore formation in eukaryotic membranes. It is particularly important for bacterial penetration through tissue and killing and incapacitation of innate immune cells. Leukocidins are another family of toxins central to S. aureus virulence. These bi-component pore-forming toxins destroy immune cells including phagocytes, dendritic cells, T lymphocytes and natural killer cells19,20. S. aureus, although classically understood to be an extracellular pathogen, is now considered a facultative intracellular pathogen, capable of surviving and proliferating within a range of host cell types. Neutrophils and macrophages have been particularly well established as significant reservoirs of S. aureus in murine bacteremia models21,22. Antibiotic resistance has been a major complicating factor in the treatment of S. aureus infection. Most notoriously, methicillin-resistant S. aureus (MRSA) are increasingly common, and they frequently harbor resistance to numerous antibiotics. In recent decades the emergence and spread of community-acquired MRSA (CA-MRSA) of the USA300 lineage has been particularly problematic as these strains exhibit multidrug rehsistance and increased virulence, resulting in the establishment of infection in otherwise healthy individuals. Despite the importance of resistance, most S. aureus isolates remain susceptible to numerous clinically-approved antibiotics, including vancomycin, daptomycin, linezolid and cephalosporins. Despite susceptibility to these antibiotics, treatment failure is common. Importantly, mortality rates associated with methicillin-susceptible S. aureus bloodstream infection and MRSA bloodstream infection are similar18, so antibiotic failure is clearly complicated and cannot be explained solely by antibiotic resistance.

Three Yersinia species are pathogenic to humans: Yersinia pestis, Yersinia enterocolitica, and Yersinia pseudotuberculosis. Y. pestis and Y. enterocolitica emerged from an ancestral Y. pseudotuberculosis, and like Y. enterocolitica, Y. pseudotuberculosis is an enteric pathogen with broad animal host range2326. Y. pestis is also isolated from a wide range of mammalian hosts and their associated fleas27. Enteric Yersinia (Y. enterocolitica and Y. pseudotuberculosis, hereafter Yersinia) are ingested with contaminated food, and initially colonize small intestinal tissues, mesenteric lymph nodes, and Peyer’s patches28. Following bacterial proliferation and tissue damage at intestinal sites, bacteria from the intestinal lumen access the bloodstream and spread to deep tissue sites, such as the spleen and liver29. At both intestinal and deep tissue sites, Yersinia proliferates to form extracellular clusters of bacteria, called microcolonies or pyogranulomas3032. Neutrophils are recruited early to the site of infection and circumscribe small centers of bacterial growth. However, Yersinia remains extracellular due in large part to a critical virulence factor, its type-III secretion system (T3SS) and associated effector proteins33,34. The Yersinia T3SS injects 5-6 distinct effector proteins, termed Yersinia outer proteins (Yops), and collectively these inhibit host cell phagocytosis and cytokine production through uncoupling of the actin cytoskeleton and direct interaction with proinflammatory signaling cascades34. Bacterial T3SS expression and activity are heightened in response to neutrophil contact30,35, and intoxication by Yops is sufficient to maintain Yersinia in an extracellular niche28,33. Bacterial clusters proliferate in the presence of neutrophils. Additional host sensing and production of proinflammatory components lead to subsequent recruitment of monocytes, which then confine the layer of neutrophils. Yersinia will continue to proliferate following monocyte recruitment, and if left untreated, patients succumb to systemic infection with an estimated mortality rate of 75-100%36,37. Progression to systemic infection is relatively rare amongst patients and has been associated with additional underlying disorders, such as hemochromatosis or iron overload disorders, diabetes, and hepatic cirrhosis, in addition to HLA-B27 haplotypes, which has also been associated with chronic inflammatory complications36,38,39. Antibiotic resistance has been considered relatively rare for Yersinia species. However, the first MDR isolate of Y. pestis, with resistance to all antimicrobials recommended for treatment, was described in 1995, and MDR patient isolates of Y. pseudotuberculosis were characterized in 20174042. For both species, MDR has been linked to the acquisition of plasmids containing multiple resistance genes, and the source of these plasmids is thought to be other Gram-negative Enterobacteriaceae40,42.

Salmonella enterica enterica is a facultative intracellular pathogen that causes a range of diseases in mammals. The subspecies is further divided into typhoidal (S. Typhi, S. Paratyphi) and non-typhoidal (NTS, S. Typhimiurium, and S. Enteritidis) serovars. Typhoidal strains cause enteric fever, a systemic infection, whereas NTS are responsible for approximately 74 million cases yearly of self-limiting diarrheal infections (dNTS). NTS can however cause invasive non-typhoidal disease (iNTS) in immunocompromised patients and young children with more than 3 million cases per year. Multi-drug resistance is widespread to cephalosporins and fluoroquinolones43. Salmonella is transmitted through the fecal-oral route and after ingestion, invades the intestinal epithelium where it causes local inflammation (dNTS), or crosses the epithelial barrier and reaches systemic sites such as the mesenteric lymph nodes, spleen, and liver (iNTS). Macrophages are a natural niche for Salmonella, where bacteria persist for extended periods in the infected host44. Recurrence of iNTS is reported in 20-43% of cases with the same isolate driving relapse in 80% of patients45. This situation may arise from persistent sites not cleared by insufficient antibiotic treatment or from restricted reach of the drug, but it could also result from the reactivation of intracellular persister Salmonella. The main virulence factors of Salmonella include a capsule and the typhoid toxin for S. Typhi46, and two T3SS called SPI-1 and SPI-2. SPI-1 is mostly used by extracellular Salmonella to inject effectors promoting its internalization by non-phagocytic cells47. Once internalized, Salmonella is contained in a vacuole from where it secretes through SPI-2 another set of effectors that target intracellular trafficking and signaling pathways to acquire nutrients and derail the host immune response and metabolism48.

Interaction between bacterial pathogens and host immune cells triggers antibiotic recalcitrance

Despite the striking differences between the pathogenesis of the four pathogens, all respond similarly to challenges by host immune cells with a dramatic increase in recalcitrance to antibiotics, whether persistence or tolerance (Fig 2). For reasons discussed in this review and many others, it is generally accepted that antibiotics are not as effective in vivo as they are in vitro. Interestingly, most of the drug optimization efforts, particularly in the field of tuberculosis, focus on improving drug pharmacokinetics and addressing questions of drug penetrance into different infection sites. While these issues are significant, relatively little attention is given to drug recalcitrance, which may represent a greater factor in the frequency of acquisition of resistance. This question has been addressed directly in experiments for all four pathogens.

Figure 2.

Figure 2

In macrophages M. tuberculosis and Salmonella form persisters and tolerant bacteria; S. aureus forms tolerant populations; and Yersinia pseudotuberculosis exposed to macrophages form persisters.

Whereas treatment of S. Typhimurium or S. Enteritidis with bactericidal antibiotics in rich laboratory medium yields 10−6 persister cells, interaction with host macrophages stimulates persister formation dramatically5,49. A brief internalization of Salmonella for 30 minutes in murine bone marrow- or human blood monocyte-derived macrophages was sufficient to increase the size of the persister fraction by 1,000-fold. The multi-drug persister population was measured by treatment with cefotaxime, ciprofloxacin, or gentamicin (or a combination of) in a rich medium of the population released from macrophages. Similarly, even brief interaction with macrophages increased the persister population of Burkholderia pseudomallei8 or S. aureus50.

Sustained interactions with macrophages and concomitant treatments with antibiotics that can reach the intracellular niches have also revealed the dramatic induction of a multidrug-recalcitrant population for S. aureus9,50, M. tuberculosis7 or S. Typhimurium5. Tracking the growth status of the persister populations of Salmonella, M. tuberculosis or S. aureus using fluorescent growth reporters5,7,5053 showed for all pathogens sizeable fractions of the intracellular populations remaining stuck in growth arrest. It is these growth-arrested populations that contain persisters, but not all growth-arrested bacteria survive leading to successful persistence.

Part of the intracellular populations of Salmonella or M. tuberculosis can successfully proliferate within macrophages. Remarkably, intracellular killing kinetics with cefotaxime, a beta-lactam that readily reaches the Salmonella-containing vacuole, revealed that besides the growth-arrested persister population, the growing population is killed much slower than in rich laboratory medium, owing to its much lower proliferation rate. Thus, for Salmonella, which is a professional intracellular pathogen, two recalcitrant fractions co-exist within host cells: the persisters and slow-growing tolerant bacteria. S. aureus is probably less equipped than Salmonella or M. tuberculosis to manipulate the host intracellular environment, resulting in little to no proliferation in host cells. It is nonetheless hardy and displays sustained intramacrophage survival despite a collapse in metabolic activity associated with more homogeneous antibiotic tolerance9,54 that may be masking an underlying persister population50. The Zinkernagel lab has used clinical samples to show that host-mediated stress could induce a transient antibiotic-recalcitrant state55.

In an experimental mouse infection with fluorescent, reporter M. tuberculosis strains6, lungs from infected mice were homogenized to generate single host cell suspensions and flow-sorted into activated (CD80high) and resting (CD80low) infected macrophages, which were established in culture and exposed overnight to INH or RIF. It was found that those M. tuberculosis in activated macrophages were far less susceptible to both drugs compared to those in resting macrophages. In agreement with these experiments linking CD80 expression levels with induction of bacterial drug tolerance, activation markers, such as the inverse expression levels of CD11c and the bacteria stress reporter, hspX’::GFP, which expresses mCherry constitutively and GFP when bacteria experience host stress, such as NO or hypoxia56,57, correlated with the relative sensitivity of M. tuberculosis to the frontline antibiotics INH and RIF in overnight, ex vivo drug exposure of flow-sorted macrophages from an in vivo infection58. These data all emphasize the significance of host macrophage diversity in determining bacteria susceptibility to anti-TB drugs in vivo, and how immune-mediated antimicrobial activity can work counter to drug action. Clearly, the environments experienced by M. tuberculosis in the different host macrophage populations present in the infected lung play an extremely significant role in in vivo drug efficacy.

Recently a Y. pseudotuberculosis mouse model of systemic infection was adapted to study antibiotic treatment efficacy10,59. Following the establishment of clusters of infection in intestinal and deep tissue sites, mice reach morbidity endpoints ~48 hours after monocyte recruitment if left untreated10. It was shown in this infection model that treating with doxycycline in the hours immediately following monocyte recruitment is sufficient to significantly prolong mouse survival. Treated mice experience a 90% reduction in bacterial load in the first 4h after treatment but the number of surviving bacteria remains steady without further reduction despite high levels of antibiotics within tissues10. When antibiotic concentrations wane, bacterial growth resumes, resulting in infection relapse. Here, host-derived stress is heterogeneously experienced by the bacterial population, and only a subset of the population becomes transiently tolerant to antibiotics amongst a predominantly antibiotic-susceptible population; this is an example of antibiotic persistence10. Measuring bacterial growth rate with a fluorescent reporter revealed a sharp decrease in bacterial proliferation after 72h of infection60,61, at which point antibiotic treatment is not sufficient to prolong mouse survival10.

Recalcitrants are formed in response to common stressors

RNS/ROS

The most thoroughly described mechanism of macrophage-induced antibiotic tolerance in S. aureus involves the production of oxygen and nitrogen free radicals during the respiratory burst (Fig 3). Upon phagocytosis, macrophages produce a variety of reactive oxygen and nitrogen species (ROS and RNS), including superoxide, hydrogen peroxide, nitric oxide and peroxynitrite among others. These molecules can oxidize and nitrify lipids, proteins and DNA, causing extensive damage and frequently inducing bacterial cell death. However, S. aureus is exceptionally well equipped to tolerate ROS/RNS through an impressive repertoire of antioxidants including two superoxide dismutases SodA and SodM, catalase, and antioxidant molecules such as the abundant pigment molecule staphyloxanthin62. This antioxidant response contributes to the survival of S. aureus within a mature phagolysosome63. Interestingly, these surviving bacteria demonstrate almost complete tolerance to bactericidal antibiotics.

Figure 3:

Figure 3:

Summary of the shared signals and stresses that trigger recalcitrance in macrophages.

While neutrophils appear effectively pacified by the pathogen T3SS, RNS produced by iNOS+ monocytes impart significant stress on Yersinia32,64,65. In the microcolonies that form, monocytes are prevented from direct access to bacteria because the neutrophils circumscribe and confine the bacilli forming a first ring. Monocyte-produced nitric oxide diffuses from the outer iNOS+ monocytes to impact inner bacterial clusters30. Bacteria respond by expressing a nitric oxide detoxifying gene, hmp, which has been used as a marker to detect NO stress. hmp expression specifically occurs at the periphery of microcolonies, and Hmp detoxification of NO prevents NO diffusion into the center of microcolonies, allowing most bacterial cells to proliferate in the absence of this stress30,60. It was recently shown that NO stress is sufficient to inhibit bacterial growth60,61,66, and this results in preferential survival of NO-stressed Yersinia in a mouse model of doxycycline treatment10. Similarly, Salmonella persisters, although formed very early on during interaction with macrophages because of a multiplicity of stresses, are then subsequently locked in their state of growth arrest by macrophage production of RNS. Although the RNS-intoxicated persisters survive penicillin to high levels, they are susceptible to ciprofloxacin67. Persisters formed in iNOS-deficient (Nos2−/−) macrophages resume growth much faster than those in WT cells, so fast that they are cleared by antibiotic treatment over 24 h. When the host ceases production of the reactive species, which are also highly toxic to host molecules, Salmonella persisters resume growth in a slow and heterogeneous manner68. In the mouse model of M. tuberculosis infection, the use of iNOS-deficient murine strains abrogated the induction of tolerance, pointing to RNS as being a dominant driver of drug recalcitrance6.

Although the effects of RNS are probably pleiotropic, we found that the central metabolism of S. aureus surviving the respiratory burst was significantly damaged9. Notably, nitration of aconitase caused a collapse in TCA cycle activity, reduced respiration, leading to ATP depletion, and increased antibiotic tolerance of S. aureus sequestered within the phagolysosome9,54. This nitration of aconitase appears to be predominantly driven by peroxynitrite, a RNS created when NO reacts with superoxide. The link between host produced ROS, ATP depletion and antibiotic tolerance in S. aureus was further supported by independent work by the Van Bembeke lab69. Importantly, reduction of ROS/RNS either through mutation of Ncf, a component of the Phox complex or through oral administration of the antioxidant TEMPOL, improved antibiotic killing in a murine model of S. aureus bacteremia9 . Analogous observations were made in Salmonella, where the primary effect of RNS on persisters seemed to be the intoxication of their TCA cycle, through the corruption of the Fe-S containing a-ketoglutarate dehydrogenase complex, decreasing cellular respiration and accompanying ATP production. This reduction in ATP production maintains bacteria in growth arrest, which underpins survival to beta-lactams but decreases the activity of efflux pumps that are needed for persisters to survive fluoroquinolones67. Administration of an iNOS inhibitor stimulated persister regrowth, improved antibiotic efficacy, and reduced relapse in a murine model of Salmonella systemic infection68.

Metabolic perturbations

In more recent analysis of the M. tuberculosis /host macrophage interplay in vivo by Dual RNA-seq and scRNA-seq it was noted that bacteria in activated, or hostile, host macrophages exhibited stress profiles linked to a range of noxious stimuli in addition to NO, including iron deficiency, redox stress, DNA damage, and metabolic stress, due to accumulation of certain metabolic intermediates58,70,71. The iron response in both bacterium and host was particularly noticeable71, with marked up-regulation of iron sequestration genes in proinflammatory monocyte-derived macrophages matched by the up-regulation of genes encoding M. tuberculosis siderophores.

This contrasted with the increased expression of iron exporter genes by alveolar macrophages, matched by an up-regulation of the bacterial iron storage gene, bfrB, to manage an iron excess. The significance of iron to M. tuberculosis survival is well documented7274 and it exposes potential targets for adjunctive therapy75. Other bacterial pathways impacting drug susceptibility link back to major stress regulons identified previously6,76,77. For example, DosRS/DevRs is a two-component regulator sensor effector kinase identified in response to growth arrest due to hypoxia. The DosR regulon comprises approximately 48 genes, including hspX used to construct the M. tuberculosis reporter strain discussed earlier56, that are primarily involved in limiting the rate of bacterial growth under noxious stimuli78,79. Transcription of DosRS-dependent genes is highly up-regulated upon macrophage invasion but shows reduced expression upon the resumption of growth following acclimatization to the intracellular environment. Treatment of M. tuberculosis with hypoxia, NO, acid stress or nutrient starvation in vitro all leads to the acquisition of a non-proliferative state that is DosRS-dependent, and in this state the bacterium is markedly recalcitrant to high concentrations of anti-TB drugs. Recently, small molecule inhibitors of both DosR and DosS were identified80,81. Some of these inhibitors decreased M. tuberculosis survival and reduced drug tolerance to INH under hypoxic conditions. They also impacted lipid metabolism through repression of the triacylglycerol synthase, tgs1, suggesting a broader impact on bacterial metabolism. It has long been known that M. tuberculosis favors lipids and fatty acids to fuel bacterial growth in vivo and knockouts in genes of the methylcitrate cycle (MCC), such as isocitrate lyase (icl1), impact bacterial fitness through accumulation of MCC metabolic intermediates82,83. Quinonez and colleagues have shown recently that the metabolic stress associated with the accumulation of MCC intermediates in prpD- and icl1-deficient mutants also leads to reduced drug susceptibility to both bedaquiline and INH84. Similarly, in S. aureus and Salmonella, in addition to free radical-mediated induction of recalcitrance, nutrient availability, and starvation have also been implicated. Activation of the stringent response contributes to persister formation following phagocytosis in both pathogens with mutants lacking the stringent response demonstrating reduced persister numbers5,50. Interestingly, the stringent response had however no impact on S. aureus persisters in vitro85. Recently, we showed that macrophages limit glucose availability to S. aureus in the macrophage cytoplasm, resulting in the maintenance of antibiotic tolerance even after bacterial escape from the intensely stressful environment of the phagolysosome54. Interestingly, this sequestering of glucose was due to an inflammasome-mediated activation of glycolysis in the macrophage in response to S. aureus, resulting in reduced S. aureus glucose availability54.

Intraphagosomal stresses

Finally, the intraphagosomal environment has been shown to have a direct effect on recalcitrance induction in M. tuberculosis and Salmonella through the impact on bacterial redox balance. While M. tuberculosis- or Salmonella-containing phagosomes exhibit arrested maturation and only partially acidify8688, phagosomal acidification affects drug susceptibility89. This pH dependency is consistent with the activation of PhoPR and the pH-dependent shift observed upon uptake of M. tuberculosis into macrophages90. Kreutzfeldt and colleagues recently conducted a genetic screen to identify genes that modulated intracellular M. tuberculosis’ susceptibility to INH. They found that mutations in cinA conferred increased sensitivity to INH exposure in intracellular bacteria but not in bacteria exposed to drug in rich media91. They then demonstrated that knockouts in cinA also showed decreased tolerance to Ethionamide, Delaminid (DEL) and Pretomanid (PMD). CinA appears to mediate its activity through cleavage of the adducts formed between NAD and the drugs INH, DEL, and PMD by means of its pyrophosphatase domain.

Thus, many routes and stresses lead to the induction of drug recalcitrance in pathogens within host cells, and taken together, these findings indicate that phagocytes are well-equipped to restrict bacterial metabolic activity which, in turn, limits bacterial proliferation. These stresses however also undermine the bactericidal capacity of conventional antibiotics, the majority of whose activity correlates with bacterial metabolic activity.

How to target them better?

Despite the challenges posed by immune cell induction of antibiotic tolerance in pathogens, our growing understanding of the phenomenon presents opportunities to target and eradicate this persistent antibiotic recalcitrant reservoir.

Although broadly reducing ROS/RNS levels improves the bactericidal activity of antibiotics in vivo, there are major drawbacks to this approach. Firstly, ROS/RNS play an important role in immunity to the establishment of infection. Patients with mutations in genes encoding the Phox complex suffer from chronic granulomatous disease and have a far higher propensity for developing infection with numerous microorganisms, in particular S. aureus92.

ROS/RNS are also important in host cell-cell signaling and the arbitrary removal of ROS/RNS using high dose antioxidants may have deleterious consequences outside of the macrophage or innate immune response93,94 . It may be possible to target phagocyte-produced reactive species to remove it specifically from the compartment or within the time window where we need to improve antibiotic efficacy. For instance, activating the macrophage antioxidant response may remove the intracellular ROS and facilitate improved antibiotic-mediated killing of intracellular S. aureus. In support of this, nanoparticles containing Nrf2 activators could be efficiently phagocytosed, rapidly reducing intracellular ROS/RNS and sensitizing intracellular S. aureus to antibiotic killing, in cultured macrophages95. Additionally, blocking NLRP3 inflammasome activation with the small molecule, MCC950, resulted in superior rifampicin killing of S. aureus in a murine bacteremia infection model54 . As research on the in vivo determinants of antibiotic tolerance continues, additional immunomodulation strategies to sensitize intracellular pathogens to antibiotic killing will likely come to light. Eventually, the identification of an immunomodulator strategy that both improves immune clearance and antibiotic susceptibility in the pathogen may represent a significant breakthrough in the treatment of infections.

In addition to the modulation of the immune response, direct targeting of low-energy, antibiotic-tolerant cells may be promising. Acyldepsipeptides (ADEPs) kill persister cells and eradicate S. aureus biofilm in vitro and in vivo96 . The capacity of ADEPs to penetrate host cells and to kill efficiently in the intracellular environment remains to be determined. Additionally, membrane-acting agents that destabilize the cell envelope have been shown to have activity against persister populations of S. aureus in growth medium. Daptomycin is effective at killing S. aureus in stationary phase and it can kill 99% of S. aureus in monocyte-derived macrophages in a mouse model of chronic infection. However, growth arrest can lead to the survival of a tolerant sub-population due to cell-wall remodeling97 and the efficacy of daptomycin in removing the intracellular reservoir in vivo remains to be determined. Development of new small molecules that kill non-proliferative, low-energy S. aureus will likely yield antibiotics with improved efficacy not only against immune cell-induced antibiotic-tolerant bacteria, but also the highly tolerant bacteria within biofilms, which also contribute to recalcitrant S. aureus infection associated with implanted devices. The identification of key vulnerabilities of recalcitrant bacteria helps design tailored interventions. The strongest discriminating feature of Salmonella persisters during infection is the DNA damage they experience, particularly double-strand breaks (DSB), which may partially explain their growth arrest. Repairing DNA damage is thus key for persisters to resume growth and lead to infection relapse, and mutants of Salmonella unable to carry out repair of DSB by homologous recombination are highly defective in antibiotic recalcitrance and infection relapse98. The improvement of current inhibitors of RecA-driven homologous recombination may lead to a potent adjunctive to antibiotics.

Host-directed therapeutics (HDTs) is an expanding area of interest, particularly in tuberculosis research99. The majority of published studies in this sphere have focused on the activity of host-active compounds in monotherapy treatment regimens in culture or in murine models. Most researchers have adopted a candidate-based approach targeting known anti-M. tuberculosis pathways linked to increased anti-microbial activities100,101, iron and cholesterol distribution102,103, enhanced induction of autophagy104,105 and cytokine agonists or antagonists99. While several studies do report anti-microbial efficacy, the impact of most HDTs is generally relatively modest. Moreover, earlier studies indicate that host pathways that induce bacterial stress may also lead to the induction of drug tolerance in M. tuberculosis6. However, a few studies have explored HDTs in the context of anti-TB drug therapy. Some approaches address modulation of host metabolism102,103, others enhanced drug accessibility, such as metalloproteinase inhibitors that stabilize the vasculature in the granuloma106, and others are exploring the impact of the Type 2 diabetes drug Metformin that activates AMPK, and has more pleotropic effects on host cell programming107,108. There are currently adjunctive human therapy studies ongoing with Metformin in combination with existing anti-TB drug regimens107,109112 that promise to be extremely informative as to the feasibility of combinatorial treatment with HDTs together with frontline anti-TB drugs.

Finally, it is interesting to consider how metabolic stimulation of antibiotic recalcitrant bacteria may result in the sensitization to antibiotics. For instance, the delivery of an appropriate sugar that can be metabolized via glycolysis, to push a non-respiring, antibiotic-recalcitrant populations into a higher energy, antibiotic-sensitive state. Increasing glucose availability to intracellular S. aureus can sensitize them to antibiotics, even under oxidative stress9. Interestingly, mannitol was previously administered with aminoglycosides to improve antibiotic killing of E. coli in mice, and fructose increased aminoglycoside susceptibility in S. aureus in culture113. Direct delivery of fructose and most other sugars to “wake-up” and sensitize persisters is complicated by the host cell capacity to compete for and consume the same sugars.

Future aspects/questions

Despite major advances in our understanding of antibiotic recalcitrance in pathogens during infection over the past decade, many major questions remain.

Although the determinants of antibiotic recalcitrance of very different pathogens overlap as we reviewed here, these pathogens were all considered in a similar infection microenvironment: the host immune cells. The relative contribution of antibiotic-recalcitrant populations associated with innate immune cells, embedded in a biofilm, or within an abscess remains to be investigated and underlying determinants will very likely differ in distinct niches of recalcitrance (Fig 4).

Figure 4:

Figure 4:

Greatest challenges for chemotherapy for each infection. M. tuberculosis: differential drug susceptibility driven by heterogeneity in the host environments (granuloma caseum, macrophage subsets). Salmonellae: evolution of resistance from recalcitrance. Yersiniae: strep resistance/MDR and recalcitrance. S. aureus: resistance and biofilms

In tuberculosis infection, the heterogeneity of the host environments undoubtedly impacts the responsiveness of the bacteria to anti-tuberculosis drugs. Targeting non-growing bacilli within the caseous centers of granulomas is linked to the penetrating characteristics of the drug and is being pursued actively by investigators114117. But the heterogeneity of the host macrophage populations, whether tissue-resident, alveolar macrophages, or blood monocyte-derived, interstitial macrophages, has received less attention. Adjunctive therapy with host-directed therapeutics to either enhance and/or normalize anti-TB drug activity through reprogramming macrophage metabolism, such as reported for Metformin108, represent an attractive route forward worthy of additional study.

Additionally, although we have identified common host stressors that can induce antibiotic recalcitrance, we have made comparatively less progress in identifying bacterial pathways that contribute. Screening a panel of E. coli isolates from patients with recurrent bacteremia we identified mutations occurring within patients that led to increased antibiotic recalcitrance in vitro and in vivo. This study was important to demonstrate that recalcitrance can be selected for in patients and that it limits antibiotic efficacy118. With investigations on antibiotic recalcitrance in assays that mimic an infection microenvironment of interest, we predict that new pathways of antibiotic tolerance and persister formation will be identified, that differ markedly from persister formation under artificial, nutrient-rich, and relatively stress-free conditions98,119.

Although understanding what mediates antibiotic recalcitrance in all of these microenvironments is important, the contribution of persister cells and antibiotic-tolerant populations to poor clinical outcomes has yet to be fully determined. It is likely that recalcitrant phenotypes, antibiotic penetration to certain sites of infection, sub-optimal dosing and ineffective immune control all contribute to treatment failure, and determining their relative importance and possible redundancy, particularly in human disease, will be essential to identify those factors critical to its resolution. A combination of murine infection models and clinical sampling, coupled with histology, mass spectrometry, transcriptomics, and immune phenotyping should help address this problem moving into the future.

Antibiotic resistance is a universally-acknowledged public health problem. Antibiotic recalcitrance reduces bacterial susceptibility to antibiotics and is a major contributor to treatment failure. Here we report an integrated understanding of the signals and responses that promote recalcitrance of the four pathogenic species Mycobacterium tuberculosis, Staphylococcus aureus, Salmonella enterica, and Yersiniae.

Acknowledgments

We thank Dr Bridget Gollan for her help with illustrations.

Footnotes

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Declaration of interests

Authors declare no interests.

Bibliography

  • 1.Balaban NQ et al. Definitions and guidelines for research on antibiotic persistence. Nat Rev Microbiol 17, 441–448, doi: 10.1038/s41579-019-0196-3 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Bakkeren E. et al. Salmonella persisters promote the spread of antibiotic resistance plasmids in the gut. Nature 573, 276–280, doi: 10.1038/s41586-019-1521-8 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Levin-Reisman I. et al. Antibiotic tolerance facilitates the evolution of resistance. Science 355, 826–830, doi: 10.1126/science.aaj2191 (2017). [DOI] [PubMed] [Google Scholar]
  • 4.Gollan B, Grabe G, Michaux C & Helaine S Bacterial Persisters and Infection: Past, Present, and Progressing. Annu Rev Microbiol 73, 359–385, doi: 10.1146/annurev-micro-020518-115650 (2019). [DOI] [PubMed] [Google Scholar]
  • 5.Helaine S. et al. Internalization of Salmonella by macrophages induces formation of nonreplicating persisters. Science 343, 204–208, doi: 10.1126/science.1244705 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Liu Y. et al. Immune activation of the host cell induces drug tolerance in Mycobacterium tuberculosis both in vitro and in vivo. J Exp Med 213, 809–825, doi: 10.1084/jem.20151248 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Mouton JM, Helaine S, Holden DW & Sampson SL Elucidating population-wide mycobacterial replication dynamics at the single-cell level. Microbiology 162, 966–978, doi: 10.1099/mic.0.000288 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Ross BN, Micheva-Viteva S, Hong-Geller E & Torres AG Evaluating the role of Burkholderia pseudomallei K96243 toxins BPSS0390, BPSS0395, and BPSS1584 in persistent infection. Cell Microbiol 21, e13096, doi: 10.1111/cmi.13096 (2019). [DOI] [PubMed] [Google Scholar]
  • 9.Rowe SE et al. Reactive oxygen species induce antibiotic tolerance during systemic Staphylococcus aureus infection. Nat Microbiol 5, 282–290, doi: 10.1038/s41564-019-0627-y (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Raneses JR, Ellison AL, Liu B & Davis KM Subpopulations of Stressed Yersinia pseudotuberculosis Preferentially Survive Doxycycline Treatment within Host Tissues. mBio 11, doi: 10.1128/mBio.00901-20 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Kim MJ et al. Caseation of human tuberculosis granulomas correlates with elevated host lipid metabolism. EMBO Mol Med 2, 258–274, doi: 10.1002/emmm.201000079 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Russell DG, Cardona PJ, Kim MJ, Allain S & Altare F Foamy macrophages and the progression of the human tuberculosis granuloma. Nat Immunol 10, 943–948, doi: 10.1038/ni.1781 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Gordon SV, Bottai D, Simeone R, Stinear TP & Brosch R Pathogenicity in the tubercle bacillus: molecular and evolutionary determinants. Bioessays 31, 378–388, doi: 10.1002/bies.200800191 (2009). [DOI] [PubMed] [Google Scholar]
  • 14.Guan Q. et al. Insights into the ancestry evolution of the Mycobacterium tuberculosis complex from analysis of Mycobacterium riyadhense. NAR Genom Bioinform 3, lqab070, doi: 10.1093/nargab/lqab070 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Brites D & Gagneux S Co-evolution of Mycobacterium tuberculosis and Homo sapiens. Immunol Rev 264, 6–24, doi: 10.1111/imr.12264 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Comas I. et al. Out-of-Africa migration and Neolithic coexpansion of Mycobacterium tuberculosis with modern humans. Nat Genet 45, 1176–1182, doi: 10.1038/ng.2744 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Nolan CM & Beaty HN Staphylococcus aureus bacteremia. Current clinical patterns. Am J Med 60, 495–500, doi: 10.1016/0002-9343(76)90715-4 (1976). [DOI] [PubMed] [Google Scholar]
  • 18.Kourtis AP et al. Vital Signs: Epidemiology and Recent Trends in Methicillin-Resistant and in Methicillin-Susceptible Staphylococcus aureus Bloodstream Infections - United States. MMWR Morb Mortal Wkly Rep 68, 214–219, doi: 10.15585/mmwr.mm6809e1 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Alonzo F 3rd et al. CCR5 is a receptor for Staphylococcus aureus leukotoxin ED. Nature 493, 51–55, doi: 10.1038/nature11724 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Alonzo F 3rd & Torres VJ The bicomponent pore-forming leucocidins of Staphylococcus aureus. Microbiol Mol Biol Rev 78, 199–230, doi: 10.1128/MMBR.00055-13 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Gresham HD et al. Survival of Staphylococcus aureus inside neutrophils contributes to infection. J Immunol 164, 3713–3722, doi: 10.4049/jimmunol.164.7.3713 (2000). [DOI] [PubMed] [Google Scholar]
  • 22.Surewaard BG et al. Identification and treatment of the Staphylococcus aureus reservoir in vivo. J Exp Med 213, 1141–1151, doi: 10.1084/jem.20160334 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Achtman M. et al. Yersinia pestis, the cause of plague, is a recently emerged clone of Yersinia pseudotuberculosis. Proc Natl Acad Sci U S A 96, 14043–14048, doi: 10.1073/pnas.96.24.14043 (1999). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Chain PS et al. Insights into the evolution of Yersinia pestis through whole-genome comparison with Yersinia pseudotuberculosis. Proc Natl Acad Sci U S A 101, 13826–13831, doi: 10.1073/pnas.0404012101 (2004). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Tsubokura M. et al. Special features of distribution of Yersinia pseudotuberculosis in Japan. J Clin Microbiol 27, 790–791, doi: 10.1128/jcm.27.4.790-791.1989 (1989). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Chlebicz A & Slizewska K Campylobacteriosis, Salmonellosis, Yersiniosis, and Listeriosis as Zoonotic Foodborne Diseases: A Review. Int J Environ Res Public Health 15, doi: 10.3390/ijerph15050863 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Perry RD & Fetherston JD Yersinia pestis--etiologic agent of plague. Clin Microbiol Rev 10, 35–66, doi: 10.1128/CMR.10.1.35 (1997). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Heesemann J, Gaede K & Autenrieth IB Experimental Yersinia enterocolitica infection in rodents: a model for human yersiniosis. APMIS 101, 417–429 (1993). [PubMed] [Google Scholar]
  • 29.Barnes PD, Bergman MA, Mecsas J & Isberg RR Yersinia pseudotuberculosis disseminates directly from a replicating bacterial pool in the intestine. J Exp Med 203, 1591–1601, doi: 10.1084/jem.20060905 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Davis KM, Mohammadi S & Isberg RR Community behavior and spatial regulation within a bacterial microcolony in deep tissue sites serves to protect against host attack. Cell Host Microbe 17, 21–31, doi: 10.1016/j.chom.2014.11.008 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Peterson LW et al. RIPK1-dependent apoptosis bypasses pathogen blockade of innate signaling to promote immune defense. J Exp Med 214, 3171–3182, doi: 10.1084/jem.20170347 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Zhang Y, Khairallah C, Sheridan BS, van der Velden AWM & Bliska JB CCR2(+) Inflammatory Monocytes Are Recruited to Yersinia pseudotuberculosis Pyogranulomas and Dictate Adaptive Responses at the Expense of Innate Immunity during Oral Infection. Infect Immun 86, doi: 10.1128/IAI.00782-17 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Simonet M, Richard S & Berche P Electron microscopic evidence for in vivo extracellular localization of Yersinia pseudotuberculosis harboring the pYV plasmid. Infect Immun 58, 841–845, doi: 10.1128/iai.58.3.841-845.1990 (1990). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Viboud GI & Bliska JB Yersinia outer proteins: role in modulation of host cell signaling responses and pathogenesis. Annu Rev Microbiol 59, 69–89, doi: 10.1146/annurev.micro.59.030804.121320 (2005). [DOI] [PubMed] [Google Scholar]
  • 35.Pettersson J. et al. Modulation of virulence factor expression by pathogen target cell contact. Science 273, 1231–1233, doi: 10.1126/science.273.5279.1231 (1996). [DOI] [PubMed] [Google Scholar]
  • 36.Ljungberg P, Valtonen M, Harjola VP, Kaukoranta-Tolvanen SS & Vaara M Report of four cases of Yersinia pseudotuberculosis septicemia and a literature review. Eur J Clin Microbiol Infect Dis 14, 804–810, doi: 10.1007/BF01690998 (1995). [DOI] [PubMed] [Google Scholar]
  • 37.Deacon AG, Hay A & Duncan J Septicemia due to Yersinia pseudotuberculosis--a case report. Clin Microbiol Infect 9, 1118–1119, doi: 10.1046/j.1469-0691.2003.00746.x (2003). [DOI] [PubMed] [Google Scholar]
  • 38.Tertti R. et al. An outbreak of Yersinia pseudotuberculosis infection. J Infect Dis 149, 245–250, doi: 10.1093/infdis/149.2.245 (1984). [DOI] [PubMed] [Google Scholar]
  • 39.Yli-Kerttula T, Tertti R & Toivanen A Ten-year follow up study of patients from a Yersinia pseudotuberculosis III outbreak. Clin Exp Rheumatol 13, 333–337 (1995). [PubMed] [Google Scholar]
  • 40.Cabanel N. et al. Molecular bases for multidrug resistance in Yersinia pseudotuberculosis. Int J Med Microbiol 307, 371–381, doi: 10.1016/j.ijmm.2017.08.005 (2017). [DOI] [PubMed] [Google Scholar]
  • 41.Galimand M, Camiel E & Courvalin P Resistance of Yersinia pestis to antimicrobial agents. Antimicrob Agents Chemother 50, 3233–3236, doi: 10.1128/AAC.00306-06 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Galimand M. et al. Multidrug resistance in Yersinia pestis mediated by a transferable plasmid. N Engl J Med 337, 677–680, doi: 10.1056/NEJM199709043371004 (1997). [DOI] [PubMed] [Google Scholar]
  • 43.Collaborators G. B. D. N.-T. S. I. D. The global burden of non-typhoidal salmonella invasive disease: a systematic analysis for the Global Burden of Disease Study 2017. Lancet Infect Dis 19, 1312–1324, doi: 10.1016/S1473-3099(19)30418-9 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Fisher RA, Gollan B & Helaine S Persistent bacterial infections and persister cells. Nat Rev Microbiol 15, 453–464, doi: 10.1038/nrmicro.2017.42 (2017). [DOI] [PubMed] [Google Scholar]
  • 45.Okoro CK et al. High-resolution single nucleotide polymorphism analysis distinguishes recrudescence and reinfection in recurrent invasive nontyphoidal Salmonella typhimurium disease. Clin Infect Dis 54, 955–963, doi: 10.1093/cid/cir1032 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Chong A, Lee S, Yang YA & Song J The Role of Typhoid Toxin in Salmonella Typhi Virulence. Yale J Biol Med 90, 283–290 (2017). [PMC free article] [PubMed] [Google Scholar]
  • 47.Lou L, Zhang P, Piao R & Wang Y Salmonella Pathogenicity Island 1 (SPI-1) and Its Complex Regulatory Network. Front Cell Infect Microbiol 9, 270, doi: 10.3389/fcimb.2019.00270 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Jennings E, Thurston TLM & Holden DW Salmonella SPI-2 Type III Secretion System Effectors: Molecular Mechanisms And Physiological Consequences. Cell Host Microbe 22, 217–231, doi: 10.1016/j.chom.2017.07.009 (2017). [DOI] [PubMed] [Google Scholar]
  • 49.Rycroft JA et al. Activity of acetyltransferase toxins involved in Salmonella persister formation during macrophage infection. Nat Commun 9, 1993, doi: 10.1038/s41467-018-04472-6 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Peyrusson F. et al. Intracellular Staphylococcus aureus persisters upon antibiotic exposure. Nat Commun 11, 2200, doi: 10.1038/s41467-020-15966-7 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Claudi B. et al. Phenotypic variation of Salmonella in host tissues delays eradication by antimicrobial chemotherapy. Cell 158, 722–733, doi: 10.1016/j.cell.2014.06.045 (2014). [DOI] [PubMed] [Google Scholar]
  • 52.Helaine S. et al. Dynamics of intracellular bacterial replication at the single cell level. Proc Natl Acad Sci U S A 107, 3746–3751, doi: 10.1073/pnas.1000041107 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Manina G, Dhar N & McKinney JD Stress and host immunity amplify Mycobacterium tuberculosis phenotypic heterogeneity and induce nongrowing metabolically active forms. Cell Host Microbe 17, 32–46, doi: 10.1016/j.chom.2014.11.016 (2015). [DOI] [PubMed] [Google Scholar]
  • 54.Beam JE et al. Inflammasome-mediated glucose limitation induces antibiotic tolerance in Staphylococcus aureus. iScience 26, 107942, doi: 10.1016/j.isci.2023.107942 (2023). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Huemer M. et al. Molecular reprogramming and phenotype switching in Staphylococcus aureus lead to high antibiotic persistence and affect therapy success. Proc Natl Acad Sci U S A 118, doi: 10.1073/pnas.2014920118 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Sukumar N, Tan S, Aldridge BB & Russell DG Exploitation of Mycobacterium tuberculosis reporter strains to probe the impact of vaccination at sites of infection. PLoS Pathog 10, e1004394, doi: 10.1371/journal.ppat.1004394 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Tan S, Sukumar N, Abramovitch RB, Parish T & Russell DG Mycobacterium tuberculosis responds to chloride and pH as synergistic cues to the immune status of its host cell. PLoS Pathog 9, e1003282, doi: 10.1371/journal.ppat.1003282 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Pisu D. et al. Single cell analysis of M. tuberculosis phenotype and macrophage lineages in the infected lung. J Exp Med 218, doi: 10.1084/jem.20210615 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Alvarez-Manzo HS et al. Yersinia pseudotuberculosis doxycycline tolerance strategies include modulating expression of genes involved in cell permeability and tRNA modifications. PLoS Pathog 18, e1010556, doi: 10.1371/journal.ppat.1010556 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Liu B, Braza RED, Cotten KL, Davidson RK & Davis KM NO-Stressed Y. pseudotuberculosis Has Decreased Cell Division Rates in the Mouse Spleen. Infect Immun 90, e0016722, doi: 10.1128/iai.00167-22 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Patel P, O’Hara BJ, Aunins E & Davis KM Modifying TIMER to generate a slow-folding DsRed derivative for optimal use in quickly-dividing bacteria. PLoS Pathog 17, e1009284, doi: 10.1371/journal.ppat.1009284 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Gaupp R, Ledala N & Somerville GA Staphylococcal response to oxidative stress. Front Cell Infect Microbiol 2, 33, doi: 10.3389/fcimb.2012.00033 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Bayer J. et al. Differential survival of Staphylococcal species in macrophages. Mol Microbiol, doi: 10.1111/mmi.15184 (2023). [DOI] [PubMed] [Google Scholar]
  • 64.Green ER et al. Fis Is Essential for Yersinia pseudotuberculosis Virulence and Protects against Reactive Oxygen Species Produced by Phagocytic Cells during Infection. PLoS Pathog 12, e1005898, doi: 10.1371/journal.ppat.1005898 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Sorobetea D. et al. Inflammatory monocytes promote granuloma control of Yersinia infection. Nat Microbiol 8, 666–678, doi: 10.1038/s41564-023-01338-6 (2023). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Jones-Carson J. et al. Nitric oxide disrupts bacterial cytokinesis by poisoning purine metabolism. Sci Adv 6, eaaz0260, doi: 10.1126/sciadv.aaz0260 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Ronneau S, Michaux C, Giorgio RT & Helaine S Intoxication of antibiotic persisters by host RNS inactivates their efflux machinery during infection. PLoS Pathog 20, e1012033, doi: 10.1371/journal.ppat.1012033 (2024). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Ronneau S, Michaux C & Helaine S Decline in nitrosative stress drives antibiotic persister regrowth during infection. Cell Host Microbe 31, 993–1006 e1006, doi: 10.1016/j.chom.2023.05.002 (2023). [DOI] [PubMed] [Google Scholar]
  • 69.Peyrusson F, Nguyen TK, Najdovski T & Van Bambeke F Host Cell Oxidative Stress Induces Dormant Staphylococcus aureus Persisters. Microbiol Spectr 10, e0231321, doi: 10.1128/spectrum.02313-21 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70.Huang L, Nazarova EV, Tan S, Liu Y & Russell DG Growth of Mycobacterium tuberculosis in vivo segregates with host macrophage metabolism and ontogeny. J Exp Med 215, 1135–1152, doi: 10.1084/jem.20172020 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Pisu D, Huang L, Grenier JK & Russell DG Dual RNA-Seq of Mtb-Infected Macrophages In Vivo Reveals Ontologically Distinct Host-Pathogen Interactions. Cell Rep 30, 335–350 e334, doi: 10.1016/j.celrep.2019.12.033 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Cellier M. et al. Nramp defines a family of membrane proteins. Proc Natl Acad Sci U S A 92, 10089–10093, doi: 10.1073/pnas.92.22.10089 (1995). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73.Kochan I. The role of iron in bacterial infections, with special consideration of host-tubercle bacillus interaction. Curr Top Microbiol Immunol 60, 1–30, doi: 10.1007/978-3-642-65502-9_1 (1973). [DOI] [PubMed] [Google Scholar]
  • 74.Malo D. et al. Haplotype mapping and sequence analysis of the mouse Nramp gene predict susceptibility to infection with intracellular parasites. Genomics 23, 51–61, doi: 10.1006/geno.1994.1458 (1994). [DOI] [PubMed] [Google Scholar]
  • 75.Theriault ME et al. Iron limitation in M. tuberculosis has broad impact on central carbon metabolism. Commun Biol 5, 685, doi: 10.1038/s42003-022-03650-z (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 76.Rohde KH, Abramovitch RB & Russell DG Mycobacterium tuberculosis invasion of macrophages: linking bacterial gene expression to environmental cues. Cell Host Microbe 2, 352–364, doi: 10.1016/j.chom.2007.09.006 (2007). [DOI] [PubMed] [Google Scholar]
  • 77.Rohde KH, Veiga DF, Caldwell S, Balazsi G & Russell DG Linking the transcriptional profiles and the physiological states of Mycobacterium tuberculosis during an extended intracellular infection. PLoS Pathog 8, e1002769, doi: 10.1371/journal.ppat.1002769 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Bartek IL et al. The DosR regulon of M. tuberculosis and antibacterial tolerance. Tuberculosis (Edinb) 89, 310–316, doi: 10.1016/j.tube.2009.06.001 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79.Boon C & Dick T How Mycobacterium tuberculosis goes to sleep: the dormancy survival regulator DosR a decade later. Future Microbiol 7, 513–518, doi: 10.2217/fmb.12.14 (2012). [DOI] [PubMed] [Google Scholar]
  • 80.Zheng H & Abramovitch RB Inhibiting DosRST as a new approach to tuberculosis therapy. Future Med Chem 12, 457–467, doi: 10.4155/fmc-2019-0263 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Zheng H, Williams JT, Aleiwi B, Ellsworth E & Abramovitch RB Inhibiting Mycobacterium tuberculosis DosRST Signaling by Targeting Response Regulator DNA Binding and Sensor Kinase Heme. ACS Chem Biol 15, 52–62, doi: 10.1021/acschembio.8b00849 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Lee W, VanderVen BC, Fahey RJ & Russell DG Intracellular Mycobacterium tuberculosis exploits host-derived fatty acids to limit metabolic stress. J Biol Chem 288, 6788–6800, doi: 10.1074/jbc.M112.445056 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.McKinney JD et al. Persistence of Mycobacterium tuberculosis in macrophages and mice requires the glyoxylate shunt enzyme isocitrate lyase. Nature 406, 735–738, doi: 10.1038/35021074 (2000). [DOI] [PubMed] [Google Scholar]
  • 84.Quinonez CG et al. The Role of Fatty Acid Metabolism in Drug Tolerance of Mycobacterium tuberculosis. mBio 13, e0355921, doi: 10.1128/mbio.03559-21 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Conlon BP et al. Persister formation in Staphylococcus aureus is associated with ATP depletion. Nat Microbiol 1, doi: 10.1038/nmicrobiol.2016.51 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Pethe K. et al. Isolation of Mycobacterium tuberculosis mutants defective in the arrest of phagosome maturation. Proc Natl Acad Sci U S A 101, 13642–13647, doi: 10.1073/pnas.0401657101 (2004). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87.Sturgill-Koszycki S, Schaible UE & Russell DG Mycobacterium-containing phagosomes are accessible to early endosomes and reflect a transitional state in normal phagosome biogenesis. EMBO J 15, 6960–6968 (1996). [PMC free article] [PubMed] [Google Scholar]
  • 88.Sturgill-Koszycki S. et al. Lack of acidification in Mycobacterium phagosomes produced by exclusion of the vesicular proton-ATPase. Science 263, 678–681, doi: 10.1126/science.8303277 (1994). [DOI] [PubMed] [Google Scholar]
  • 89.Mishra R. et al. Targeting redox heterogeneity to counteract drug tolerance in replicating Mycobacterium tuberculosis. Sci Transl Med 11, doi: 10.1126/scitranslmed.aaw6635 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90.Abramovitch RB, Rohde KH, Hsu FF & Russell DG aprABC: a Mycobacterium tuberculosis complex-specific locus that modulates pH-driven adaptation to the macrophage phagosome. Mol Microbiol 80, 678–694, doi: 10.1111/j.1365-2958.2011.07601.x (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91.Kreutzfeldt KM et al. CinA mediates multidrug tolerance in Mycobacterium tuberculosis. Nat Commun 13, 2203, doi: 10.1038/s41467-022-29832-1 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92.Buvelot H, Posfay-Barbe KM, Linder P, Schrenzel J & Krause KH Staphylococcus aureus, phagocyte NADPH oxidase and chronic granulomatous disease. FEMS Microbiol Rev 41, 139–157, doi: 10.1093/femsre/fuw042 (2017). [DOI] [PubMed] [Google Scholar]
  • 93.Finkel T. Signal transduction by reactive oxygen species. J Cell Biol 194, 7–15, doi: 10.1083/jcb.201102095 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94.Sinenko SA, Starkova TY, Kuzmin AA & Tomilin AN Physiological Signaling Functions of Reactive Oxygen Species in Stem Cells: From Flies to Man. Front Cell Dev Biol 9, 714370, doi: 10.3389/fcell.2021.714370 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 95.Beam JE et al. The Use of Acute Immunosuppressive Therapy to Improve Antibiotic Efficacy against Intracellular Staphylococcus aureus. Microbiol Spectr 10, e0085822, doi: 10.1128/spectrum.00858-22 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 96.Conlon BP et al. Activated ClpP kills persisters and eradicates a chronic biofilm infection. Nature 503, 365–370, doi: 10.1038/nature12790 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 97.Ledger EVK & Edwards AM Growth Arrest of Staphylococcus aureus Induces Daptomycin Tolerance via Cell Wall Remodelling. mBio 14, e0355822, doi: 10.1128/mbio.03558-22 (2023). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 98.Hill PWS et al. The vulnerable versatility of Salmonella antibiotic persisters during infection. Cell Host Microbe 29, 1757–1773 e1710, doi: 10.1016/j.chom.2021.10.002 (2021). [DOI] [PubMed] [Google Scholar]
  • 99.Young C, Walzl G & Du Plessis N Therapeutic host-directed strategies to improve outcome in tuberculosis. Mucosal Immunol 13, 190–204, doi: 10.1038/s41385-019-0226-5 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 100.Coussens AK, Wilkinson RJ & Martineau AR Phenylbutyrate Is Bacteriostatic against Mycobacterium tuberculosis and Regulates the Macrophage Response to Infection, Synergistically with 25-Hydroxy-Vitamin D3. PLoS Pathog 11, e1005007, doi: 10.1371/journal.ppat.1005007 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101.Mayer-Barber KD et al. Host-directed therapy of tuberculosis based on interleukin-1 and type I interferon crosstalk. Nature 511, 99–103, doi: 10.1038/nature13489 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 102.Lobato LS et al. Statins increase rifampin mycobactericidal effect. Antimicrob Agents Chemother 58, 5766–5774, doi: 10.1128/AAC.01826-13 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 103.Skerry C. et al. Simvastatin increases the in vivo activity of the first-line tuberculosis regimen. J Antimicrob Chemother 69, 2453–2457, doi: 10.1093/jac/dku166 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 104.Amaral EP et al. N-acetyl-cysteine exhibits potent anti-mycobacterial activity in addition to its known anti-oxidative functions. BMC Microbiol 16, 251, doi: 10.1186/s12866-016-0872-7 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 105.Subbian S. et al. Pharmacologic Inhibition of Host Phosphodiesterase-4 Improves Isoniazid-Mediated Clearance of Mycobacterium tuberculosis. Front Immunol 7, 238, doi: 10.3389/fimmu.2016.00238 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 106.Xu Y. et al. Matrix metalloproteinase inhibitors enhance the efficacy of frontline drugs against Mycobacterium tuberculosis. PLoS Pathog 14, e1006974, doi: 10.1371/journal.ppat.1006974 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 107.Magee MJ, Salindri AD, Kornfeld H & Singhal A Reduced prevalence of latent tuberculosis infection in diabetes patients using metformin and statins. Eur Respir J 53, doi: 10.1183/13993003.01695-2018 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 108.Singhal A. et al. Metformin as adjunct antituberculosis therapy. Sci Transl Med 6, 263ra159, doi: 10.1126/scitranslmed.3009885 (2014). [DOI] [PubMed] [Google Scholar]
  • 109.Fu CP, Lee CL, Li YH & Lin SY Metformin as a potential protective therapy against tuberculosis in patients with diabetes mellitus: A retrospective cohort study in a single teaching hospital. J Diabetes Investig 12, 1603–1609, doi: 10.1111/jdi.13523 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 110.Padmapriyadarsini C. et al. Evaluation of metformin in combination with rifampicin containing antituberculosis therapy in patients with new, smear-positive pulmonary tuberculosis (METRIF): study protocol for a randomised clinical trial. BMJ Open 9, e024363, doi: 10.1136/bmjopen-2018-024363 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 111.Padmapriydarsini C. et al. Randomized Trial of Metformin With Anti-Tuberculosis Drugs for Early Sputum Conversion in Adults With Pulmonary Tuberculosis. Clin Infect Dis 75, 425–434, doi: 10.1093/cid/ciab964 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 112.Yu X. et al. Impact of metformin on the risk and treatment outcomes of tuberculosis in diabetics: a systematic review. BMC Infect Dis 19, 859, doi: 10.1186/s12879-019-4548-4 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 113.Allison KR, Brynildsen MP & Collins JJ Metabolite-enabled eradication of bacterial persisters by aminoglycosides. Nature 473, 216–220, doi: 10.1038/nature10069 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 114.Arrey F. et al. Humanized Mouse Model Mimicking Pathology of Human Tuberculosis for in vivo Evaluation of Drug Regimens. Front Immunol 10, 89, doi: 10.3389/fimmu.2019.00089 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 115.Sarathy JP & Dartois V Caseum: a Niche for Mycobacterium tuberculosis Drug-Tolerant Persisters. Clin Microbiol Rev 33, doi: 10.1128/CMR.00159-19 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 116.Sarathy JP et al. An In Vitro Caseum Binding Assay that Predicts Drug Penetration in Tuberculosis Lesions. J Vis Exp, doi: 10.3791/55559 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 117.Walter ND et al. Lung microenvironments harbor Mycobacterium tuberculosis phenotypes with distinct treatment responses. Antimicrob Agents Chemother 67, e0028423, doi: 10.1128/aac.00284-23 (2023). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 118.Parsons JB et al. In-patient evolution of a high-persister Escherichia coli strain with reduced in vivo antibiotic susceptibility. Proc Natl Acad Sci U S A 121, e2314514121, doi: 10.1073/pnas.2314514121 (2024). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 119.Michaux C, Ronneau S, Giorgio RT & Helaine S Antibiotic tolerance and persistence have distinct fitness trade-offs. PLoS Pathog 18, e1010963, doi: 10.1371/journal.ppat.1010963 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]

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