Abstract
Both nosocomial pathogens, such as Streptococcus pneumoniae and Haemophilus influenzae and food-borne pathogens, such as Bacillus cereus and Clostridium perfringens are known to be detrimental to human and animal health. The effectiveness of currently used treatments for these pathogens becomes limited as resistant strains emerge. Therefore, new methods for eliminating bacterial pathogens must be developed continuously. This includes establishing novel targets to which drug discovery efforts could be focused. A promising method for discovering new drug targets in prokaryotes is to take advantage of the information available regarding the enzymatic pathways that have been established as drug targets in eukaryotic systems and explore the analogous pathways found in bacterial systems. This is an efficient strategy because the same inhibitors developed at considerable expense to block these pathways in eukaryotic systems could also be employed in prokaryotes. Drugs that are used to prevent diseases involving eukaryotic cells could be repurposed as antibiotics and antimicrobials for the control of bacteria pathogens. This strategy could be pursued whenever the primary and tertiary structures of a target are are conserved between eukaryotic and prokaryotes. A possible novel target fitting these parameters is choline kinase (ChoK), whose active site sequences are conserved (Figure 1) and whose tertiary structure (Figure 2) is maintained. Here, we describe why ChoK is a putative drug target by describing its role in the growth and pathogenesis of Gram-positive bacteria S. pneumoniae and the Gram-negative bacteria H. influenzae. Using S. pneumoniae as a model, we also present promising preliminary information that repurposing of drugs known to inhibit the human isoform of ChoK (hChoK), is a promising strategy for blocking the growth of S. pneumoniae cells and inhibiting the activity of the S. pneumoniae isoform of ChoK (sChok), with downstream physiological effects on the cell wall.
Choline Kinase in Eurkaryotic Cells
Choline kinase catalyzes the conversion of choline (Cho) to phosphocholine (PCho) via the transfer of a phosphate group from ATP to Cho (Wittenberg and Kornberg, 1953). ChoK phosphorylation of Cho is the first step in the Kennedy pathway, which is responsible for the cell membrane component phosphatidylcholine, an important cell membrane element. Since it plays a role in the production of cell membrane components, ChoK functions as a mediator of cell growth and division of eukaryotic cells (Lacal, 2015). As a consequence, this enzyme is an important drug target for both tumor and parasite cells (Lacal, 2001; Zimmerman et al., 2013). Two isoforms of ChoK are found in mammalian cells, ChoK-α and Chok-β. ChoK-α is upregulated in many types of cancer cells including breast cancer (Shah et al., 2010), Pancreatic Ductal Adenocarcinoma (Mazarico et al., 2016), and many other types of cancer (Janardhan et al., 2006). Indeed hChok-α functions as a prognostic marker for cancer (Glunde and Bhujwalla, 2007). Many inhibitors have been developed that can block the activity of hChok-α as well as ChoKs from other eukaryotic cells. These molecules are known to block the proliferation of cancer cells (Lacal, 2008), to destroy eukaryotic parasites (Zimmerman et al., 2013), and to block autoimmune reactions (Guma et al., 2015). These inhibitors often function competitively by blocking choline from entering the active site (Hong et al., 2010), but there is a notable example of an hChoK-α known to bind an allosteric site in a uncompetitive fashion (Zimmerman et al., 2013; Kall et al., 2018). One of these, RSM-932A, has entered stage I clinical trials for patients with advanced tumors1, suggesting that the development of tumor treatments using ChoK is a well-developed avenue of research.
Choline Kinase in Prokaryotic Cells
Bacterial pathogens such as S. pneumoniae, H. influenzae, B. subtilis, Clostridium perfringens, and Clostridium botulinum also express ChoK. In fact thousands of bacterial species are known carry a putative ChoK gene (see Figure 3 for Taxonomy), which suggests that the growth of any of these could be modulated using ChoK inhibitors. This strategy appears to be particularly promising in the case of the Gram-positive S. pneumoniae and the Gram-negative H. influenzae: two pathogens in which ChoK activity has been confirmed (Wang et al., 2015).
Streptococcus pneumoniae
As in eukaryotic systems, sChoK phosphorylates choline into phosphocholine. Phosphocholine is important because it a precursor molecule that is utilized in the production of two types of teichoic acids, lipoteichoic acid (LTA) and cell wall teichoic acid (CTA) (Grundling and Schneewind, 2007; Whiting and Gillespie, 1996). In S. pneumoniae, both acids consist of the same types of polysaccharides but LTA is attached to a lipid and embedded in the cell membrane, and CTA is attached to the peptidoglycan molecules in the cell wall (Young et al., 2013). LTA is an important virulence factor and LTA production has been validated as a drug target (Ginsburg, 2002).
In the case of S. pneumoniae (Tomasz, 1967) choline is an essential nutrient.
The sChoK enzyme is an element of the pathway that mediates the production of teichoic acids via the intermediary CDP-choline. The elements of this pathway are expressed via the lic gene locus. The LicB gene expresses a Cho transporter, which collects Cho from the external environment. LicA codes for sChoK which phosphorylates Cho into PCho. LicC is a gene coding for cytidylyl transferase which converts PCho into CDP-choline. The LicD1 and LicD2 PCho transferases remove the PCho moieties from CDP-choline molecules and attach one PCho to each of the two N-acetylgalactosamine (GalNac) residues of the found on pre-teichoic acid glycan precursors (Denapaite et al., 2012). Aftward the precursors are assembled into pre-teichoic acid (Denapaite et al., 2012) (see Figure 4 for relevant pathway) and then embedded either into the membrane (LTA), or the cell wall (CTA). Interestingly, LidD2 knockouts of S. pneumoniae display limited virulence in mouse models and do not adhere as well to alveolar cells. This reduction in adherence is caused by limiting the number of PCho containing teichoic acids found on the cell surface (Zhang et al., 1999). Teichoic acid is then integrated into the cell membrane and wall by the teichoic acid flippase TacF. In order for the cell to function properly, Cho molecules must be incorporated into the cell surface. This is because Cho functions as an anchor for choline binding proteins (CBPs) that contain repeat amino acid sequences that recognize the choline head of LTAs. For example, the CBPs LytA and LytB are murein hydrolases that help remodel the cell wall during bacterial growth and cell division (Maestro and Sanz, 2016). LytA is responsible for deoxycholate induced autolysis while LytB is responsible for separating daughter cells at the end of cell division (Sanchezpuelles et al., 1990). Colonization of the nasopharynx is mediated by the choline binding adhesion protein CBPA which is a determinant of virulence (Rosenow et al., 1997). Many other CBPs are involved in colonization and even sepsis (Gosink et al., 2000). In summary, phosphocholine containing LTAs form a critical part of both the processes of cell division and invasion.
Haemophilus influenzae
In the case of the Gram-negative H. influenzae, Cho is not a nutritional requirement, but this pathogen does acquire Cho from environmental sources (Weiser et al., 1997) and host cells (Fan et al., 2001), and produces PCho which, in turn, are used to decorate lipopolysaccharides (LPS). Modified LPS molecules mediate pathogen-host cell interactions allowing the pathogen to evade the host immune system (Young et al., 2013). Importantly, during colonization steps, the LicA gene is upregulated (High et al., 2015) PCho containing LPS molecules mimic the phosphatidylcholine of host cells, allowing it to evade anti-microbial peptides produced by host cells, such as cathelicidin LL-37/hCAP18 (Lysenko et al., 2000). PCho is also important for pathogenesis of H. influenzae, because this molecule mediates cell adhesion to the host PAF receptor (Weiser et al., 1997) in a step which leads to invasion the respiratory tract (Young et al., 2013). Binding to this receptor may lead to invasion of epithelial cells and sequestration from host clearance mechanisms (Swords et al., 2000). In addition PCho decoration of LTA has been show to reduce the binding of a bacteriocidal antibodies (Clark et al., 2012). In short, PCho also plays a role in the pathogenesis of H. influenzae.
Hyphothesis
In light of the fact that the modification of cell surface molecules such as LTAs and LPS by PCho are critical to the pathogenesis of the S. pneumonaie and H. influenzae, it is probable that ChoK is a promising drug target for the treatment of these pathogens and likely many other species that produce ChoK. In the case of S. pneumoniae in particular it is likely that: (1) inhibitors designed to block the activity of hChoK will also block the activity of sChoK, and (2) inhibiting sChoK using these small molecules will inhibit the growth of S. pneumoniae.
Drug Target Validation Using Schok as a Model
We first evaluated the effects of the well characterized hChoK inhibitor Hemocholinium-3 (HC-3) on the sChoK activity and cell growth of S. pneumoniae. HC-3 was chosen as a test inhibitor because it is a known inhibitor of both cancerous (Lacal, 2001) and parasite cells (Zimmerman et al., 2013). HC-3 competes with the Cho substrate by directly displacing it from the active site of hChoK (15). The 3-dimensional structure of sChoK is conserved with respect to the human isoform (hChoK) which suggests available inhibitors for hChoK isoforms should be also be effective against sChoK (Figure 1; Wang et al., 2015). In addition, though the primary structure of sChoK is poorly conserved with respect to hChoK, residues of the catalytic site are highly conserved (see Figure 2), making HC-3 a likely positive candidate for sChoK inhibition.
FIGURE 1
FIGURE 2
FIGURE 3
FIGURE 4
Hemocholinium-3 was indeed shown to block cell division, reduce LTA production, distort the cell wall, and inhibit sChoK activity (Zimmerman and Ibrahim, 2017). However, the MIC and IC50 of HC-3 is high, 5400 μM and >2700 μM, respectively, therefore stronger sChoK inhibitors needed to be found.
Using a colorimetric system we developed for quantifying ChoK enzymatic activity in cells extracts (Zimmerman and Ibrahim, 2018), we measured the IC50s of two well characterized and efficient hChoK inhibitors (Ibrahim et al., 2018). These are MN58b (Hernandez-Alcoceba et al., 1997) and RSM-932A (Lacal and Campos, 2015) (see Table 1). In addition, we measured the minimum inhibitory concentration (MIC) of these drugs against cell cultures of the R6 strain S. pneumoniae (see Table 1). Both drugs were found to be several orders of magnitude stronger than HC-3, mimicking results from eukaryotic systems (Lacal, 2001; Zimmerman et al., 2013). In addition we found that these drugs dysregulated the production of LTA, distorted the cell wall, and affected cell sensitivity to deoxycholate induced autolysis (unpublished data). Altogether, these results suggested that the LTA pathway had been disrupted via inhibition of sChoK with strong downstream physiological consequences affecting cell growth.
TABLE 1
| Drug | MIC | IC50 |
| HC-3 | 5400 μM | >2700 μM |
| RSM-932A | 0.4 μM | 0.5 μM |
| MN58b | 10 μM | 197 μM |
IC50 and MIC of HC-3, RSM-932A and MN58b.
Perspectives
The results we have obtained reinforces the proposition that bacterial ChoKs are promising new drug targets that should be developed further, and that the same tools developed against eukaryotic ChoK activity can be exploited for use in pathogenic systems. In addition, the colorimetric system we have developed can efficiently be used to compare the relative strength of putative inhibitors of sChoK. The existence of ChoKs in other bacterial species where they are predicted remains to be confirmed. In addition, ChoK needs to be explored as target in species such as H. influenzae in which ChoK activity has been confirmed.
Despite the positive evidence we have seen with sChoK inhibition, in future research we will have to keep into account that any inhibitor capable of inhibiting ChoK, particularly choline analogs, may inhibit other CBPs such as the autolysin LytA (Maestro and Sanz, 2016). In our latest research we have started to account for this, and begun to distinguish between ChoK inhibitors that can block the autolytic process, such as HC-3 (Zimmerman et al., 2017) (presumably by interfering with the binding of autolysis to the choline head of LTA), and those that cannot, such as MN-58 and RSM-932A (unpublished data). However, while we do want to precise about possible multiple mechanisms of actions, having several targets is not a deficit for any putative sChoK inhibitor: a drug that disrupts more than one target of the choline metabolism pathway would be beneficial as multiple disruptions would make development of resistance to these antibiotics more difficult to achieve.
Another point to keep in mind is that, given the fact that ChoK and other CBPs are produced in many bacterial species, ChoK inhibitors is likely to affect many difference species including those found in the human microbiome. Therefore, in the future, we will need to take these effects into account in order to get a more nuanced view of the impact of these drugs on human health. Nevertheless, the same critique can and should be leveled at any new (and past) antibiotic ever developed or indeed of any medication, even aspirin (Obanla et al., 2016). Therefore, this critique by itself is not a reason to doubt the promise of pursuing the line of inquiry being proposed here because the possibility of developing any antibiotic that is specific to the bacterial species being targeted is remote indeed.
Another area of concern is that applying ChoK inhibitors to block an infection may lead to side effects by blocking the activity of hChoK. This concern is particularly valid for those inhibitors that have been developed to block hChoK, like MN-58b and RSM-932A. However, we deliberately chose the best characterized two hChoK inhibitors available for our initial studies. These characterizations include pre-clinical toxicity studies, that give us an idea of dosage limits (Lacal and Campos, 2015). Presumably, one would have to assess if these drugs are effective in animal and human models within the limits of toxicity. We know that these drugs are non-toxic to human primary cell lines and quite selective to tumor cells. Development of RSM-932A even reached phase I drug trials for treating tumors (see text footnote 1). Indeed these drugs are being explored for use in inflammatory disorders (Guma et al., 2015). What we are positing here is that the usefulness of these drugs could extend to use as antibiotics.
Of course the ultimate goal is to develop a drug that is specific to microbial ChoKs, and we are currently developing systems to screen libraries of putative inhibitors against human ChoK AND microbial ChoKs, to discover those that selectively inhibit the microbial homolog. The primary structures, apart from the active site, greatly differ (see Figure 1), therefore our expectation is that we will be able to find suitable candidates that are specific to microbial analogs. We are also searching for natural sources of microbial ChoK inhibitors from commonly consumed plant material. At this proof-of-concept stage, we tested the best developed candidates for hChoK and demonstrated that they can successfully inhibit sChoK with downstream physiological consequences for the S. pneumoniae cell that include inhibition of cell division.
To our knowledge, our studies are the first that demonstrate that ChoK could be used as a drug target in pathogens. What we describe here are the initial steps in the long journey toward establishing a novel line of antibiotics and antimicrobials for dealing with infections and food contamination using ChoK as the target of interest. The challenge of antibiotic resistance in bacterial pathogens must be faced with new tools such as these.
Conclusion
It is imperative that new drug targets be discovered in S. pneumoniae and other pathogens as older antibiotics become obsolete through the evolution of resistant strains. ChoK shows promise as a new drug target that can be exploited for the development of a novel line of antibiotics.
Statements
Author contributions
All authors listed have made a substantial, direct and intellectual contribution to the work, and approved it for publication.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References
1
ClarkS. E.SnowJ.LiJ. J.ZolaT. A.WeiserJ. N. (2012). Phosphorylcholine allows for evasion of bactericidal antibody by Haemophilus influenzae.PLoS Pathog.8:e10025211. 10.1371/journal.ppat.1002521
2
DenapaiteD.BrucknerR.HakenbeckR.VollmerW. (2012). Biosynthesis of teichoic acids in Streptococcus pneumoniae and closely related species: lessons from genomes.Microb. Drug Resist.18344–358. 10.1089/mdr.2012.0026
3
FanX.GoldfineH.LysenkoE.WeiserJ. N. (2001). The transfer of choline from the host to the bacterial cell surface requires glpQ in Haemophilus influenzae.Mol. Microbiol.411029–1036. 10.1046/j.1365-2958.2001.02571.x
4
GinsburgI. (2002). Role of lipoteichoic acid in infection and inflammation.Lancet Infect. Dis.2171–179. 10.1016/s1473-3099(02)00226-8
5
GlundeK.BhujwallaZ. M. (2007). Choline kinase alpha in cancer prognosis and treatment.Lancet Oncol.8855–857. 10.1016/S1470-2045(07)70289-9
6
GosinkK. K.MannE. R.GuglielmoC.TuomanenE. I.MasureH. R. (2000). Role of novel choline binding proteins in virulence of Streptococcus pneumoniae.Infect. Immun.685690–5695. 10.1128/Iai.68.10.5690-5695.2000
7
GrundlingA.SchneewindO. (2007). Synthesis of glycerol phosphate lipoteichoic acid in Staphylococcus aureus.Proc. Natl. Acad. Sci. U.S.A.1048478–8483. 10.1073/pnas.0701821104
8
GumaM.Sanchez-LopezE.LodiA.Garcia-CarbonellR.TizianiS.KarinM.et al (2015). Choline kinase inhibition in rheumatoid arthritis.Ann. Rheum. Dis.741399–1407. 10.1136/annrheumdis-2014-205696
9
Hernandez-AlcocebaR.SanigerL.CamposJ.NunezM. C.KhalessF.GalloM. A.et al (1997). Choline kinase inhibitors as a novel approach for antiproliferative drug design.Oncogene152289–2301. 10.1038/sj.onc.1201414
10
HighN. J.FanF.SchwartzmanJ. D. (2015). “Haemophilus influenzae,” in Molecular Medical Microbiology, Vol. 3ed.SailsA. (Cambridge: Academic Press), 1709–1728. 10.1016/b978-0-12-397169-2.00097-4
11
HongB. S.Allali-HassaniA.TempelW.FinertyP. J.Jr.MackenzieF.DimovS.et al (2010). Crystal structures of human choline kinase isoforms in complex with hemicholinium-3: single amino acid near the active site influences inhibitor sensitivity.J. Biol. Chem.28516330–16340. 10.1074/jbc.M109.039024
12
IbrahimS. A.LacalJ. C.ZimmermanT. (2018). A dual choline/phosphocholine colorimetric method for measuring the relative strength of inhibitors of choline kinases of Gram-positive pathogens.Food Sci. Appl. Biotechnol.1:131. 10.30721/fsab2018.v1.i2.40
13
JanardhanS.SrivaniP.SastryG. N. (2006). Choline kinase: an important target for cancer.Curr. Med. Chem.131169–1186. 10.2174/092986706776360923
14
KallS. L.DelikatnyE. J.LavieA. (2018). Identification of a unique inhibitor-binding site on choline kinase alpha.Biochemistry571316–1325. 10.1021/acs.biochem.7b01257
15
LacalJ. C. (2001). Choline kinase: a novel target for antitumor drugs.IDrugs4419–426.
16
LacalJ. C. (2008). Choline kinase is a novel prognostic marker and a therapeutic target in human cancer.Ejc Supplements6121–121. 10.1016/S1359-6349(08)71634-3
17
LacalJ. C. (2015). Choline kinase as a precision medicine target for therapy in cancer, autoimmune diseases and malaria.Precis. Med.2:e980. 10.14800/pm.980
18
LacalJ. C.CamposJ. M. (2015). Preclinical characterization of rsm-932A, a novel anticancer drug targeting the human choline kinase alpha, an enzyme involved in increased lipid metabolism of cancer cells.Mol. Cancer Ther.1431–39. 10.1158/1535-7163.Mct-14-0531
19
LysenkoE. S.GouldJ.BalsR.WilsonJ. M.WeiserJ. N. (2000). Bacterial phosphorylcholine decreases susceptibility to the antimicrobial peptide LL-37/hCAP18 expressed in the upper respiratory tract.Infect. Immun.681664–1671. 10.1128/iai.68.3.1664-1671.2000
20
MaestroB.SanzJ. M. (2016). Choline binding proteins from Streptococcus pneumoniae: a dual role as enzybiotics and targets for the design of new antimicrobials.Antibiotics5:E21. 10.3390/antibiotics5020021
21
MazaricoJ. M.LoboV. J. S. A.FavicchioR.GreenhalfW.CostelloE.Carrillo-de Santa PauE.et al (2016). Choline kinase alpha (CHK alpha) as a therapeutic target in pancreatic ductal adenocarcinoma: expression, predictive value, and sensitivity to inhibitors.Mol. Cancer Ther.15323–333. 10.1158/1535-7163.Mct-15-0214
22
ObanlaT.FremahA. S.GyawaliR.ZimmermanT.WorkuM.IbrahimS. A. (2016). Effects of long term to aspirin on growth, functionality and protein profile of Lactobacillus rhamnosus.J. Food Res.5:2016.
23
RosenowC.RyanP.WeiserJ. N.JohnsonS.FontanP.OrtqvistA.et al (1997). Contribution of novel choline-binding proteins to adherence, colonization and immunogenicity of Streptococcus pneumoniae.Mol. Microbiol.25819–829. 10.1111/j.1365-2958.1997.mmi494.x
24
SanchezpuellesJ. M.SanzJ. M.GarciaJ. L.GarciaE. (1990). Cloning and expression of gene fragments encoding the choline-binding domain of pneumococcal murein hydrolases.Gene8969–75. 10.1016/0378-1119(90)90207-8
25
ShahT.WildesF.PenetM. F.WinnardP. T.Jr.GlundeK.ArtemovD.et al (2010). Choline kinase overexpression increases invasiveness and drug resistance of human breast cancer cells.NMR Biomed.23633–642. 10.1002/nbm.1510
26
SwordsW. E.BuscherB. A.LiK. V. S.PrestonA.NicholsW. A.WeiserJ. N.et al (2000). Non-typeable Haemophilus influenzae adhere to and invade human bronchial epithelial cells via an interaction of lipooligosaccharide with the PAF receptor.Mol. Microbiol.3713–27. 10.1046/j.1365-2958.2000.01952.x
27
TomaszA. (1967). Choline in cell wall of a bacterium - novel type of polymer-linked choline in pneumococcus.Science157:694. 10.1126/science.157.3789.694
28
WangL.JiangY. L.ZhangJ. R.ZhouC. Z.ChenY. X. (2015). Structural and enzymatic characterization of the choline kinase LicA from Streptococcus pneumoniae.PLoS One10:e01204671. 10.1371/journal.pone.0120467
29
WeiserJ. N.ShchepetovM.ChongS. T. H. (1997). Decoration of lipopolysaccharide with phosphorylcholine: a phase-variable characteristic of Haemophilus influenzae.Infect. Immun.65943–950.
30
WhitingG. C.GillespieS. H. (1996). Incorporation of choline into Streptococcus pneumoniae cell wall antigens: evidence for choline kinase activity.FEMS Microbiol. Lett.138141–145. 10.1111/j.1574-6968.1996.tb08147.x
31
WittenbergJ.KornbergA. (1953). Choline phosphokinase.J. Biol. Chem.202431–444.
32
YoungN. M.FooteS. J.WakarchukW. W. (2013). Review of phosphocholine substituents on bacterial pathogen glycans: synthesis, structures and interactions with host proteins.Mol. Immunol.56563–573. 10.1016/j.molimm.2013.05.237
33
ZhangJ. R.Idanpaan-HeikkilaI.FischerW.TuomanenE. I. (1999). Pneumococcal licD2 gene is involved in phosphorylcholine metabolism.Mol. Microbiol.311477–1488. 10.1046/j.1365-2958.1999.01291.x
34
ZimmermanT.GyawaliR.IbrahimS. (2017). Autolyse the cell in order to save it? Inducing, then blocking, autolysis as a strategy for delaying cell death in the probiotic Lactobacillus reuteri.Biotechnol. Lett.391547–1551. 10.1007/s10529-017-2380-8
35
ZimmermanT.IbrahimS. (2017). Choline kinase, a novel drug target for the inhibition of Streptococcus pneumoniae.Antibiotics6:E20. 10.3390/antibiotics6040020
36
ZimmermanT.IbrahimS. A. (2018). Parallel colorimetric quantification of choline and phosphocholine as a method for studying choline kinase activity in complex mixtures.Antibiotics7:E24. 10.3390/antibiotics7010024
37
ZimmermanT.MonerizC.DiezA.BautistaJ. M.del PulgarT. G.CebrianA.et al (2013). Antiplasmodial activity and mechanism of action of RSM-932A, a promising synergistic inhibitor of Plasmodium falciparum choline kinase.Antimicrob. Agents Chemother.575878–5888. 10.1128/Aac.00920-13
Summary
Keywords
choline kinase, antimicobial, antibiotic, gram-positive, Streptococcus pneumoniae
Citation
Zimmerman T, Lacal JC and Ibrahim SA (2019) Choline Kinase Emerges as a Promising Drug Target in Gram-Positive Bacteria. Front. Microbiol. 6:2146. doi: 10.3389/fmicb.2019.02146
Received
02 May 2019
Accepted
30 August 2019
Published
15 October 2019
Volume
6 - 2019
Edited by
Mirian A. F. Hayashi, Federal University of São Paulo, Brazil
Reviewed by
Balaji Krishnamachary, Johns Hopkins University, United States; Egidio Iorio, National Institute of Health (ISS), Italy
Updates
Copyright
© 2019 Zimmerman, Lacal and Ibrahim.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Tahl Zimmerman, tzimmerman@ncat.edu
†These authors have contributed equally to this work
This article was submitted to Antimicrobials, Resistance and Chemotherapy, a section of the journal Frontiers in Microbiology
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