Reduced susceptibility to antimicrobials in Gram-negative bacteria may result from multiple resistance mechanisms, including increased efflux pump activity or reduced porin protein expression. Up-regulation of the efflux pump system is closely associated with multidrug resistance (MDR). To help investigate the role of efflux pumps on compound accumulation, a fluorescence-based assay was developed using fluorescent derivatives of trimethoprim (TMP), a broad-spectrum synthetic antibiotic that inhibits an intracellular target, dihydrofolate reductase (DHFR). Novel fluorescent TMP probes inhibited eDHFR activity with comparable potency to TMP, but did not kill or inhibit growth of wild type Escherichia coli. However, bactericidal activity was observed against an efflux pump deficient E. coli mutant strain (ΔtolC). A simple and quick fluorescence assay was developed to measure cellular accumulation of the TMP probe using either fluorescence spectroscopy or flow cytometry, with validation by LC-MS/MS. This fluorescence assay may provide a simple method to assess efflux pump activity with standard laboratory equipment.
Reduced susceptibility to antimicrobials in Gram-negative bacteria may result from multiple resistance mechanisms, including increased efflux pump activity or reduced porin protein expression. Up-regulation of the efflux pump system is closely associated with multidrug resistance (MDR). To help investigate the role of efflux pumps on compound accumulation, a fluorescence-based assay was developed using fluorescent derivatives of trimethoprim (TMP), a broad-spectrum synthetic antibiotic that inhibits an intracellular target, dihydrofolate reductase (DHFR). Novel fluorescent TMP probes inhibited eDHFR activity with comparable potency to TMP, but did not kill or inhibit growth of wild type Escherichia coli. However, bactericidal activity was observed against an efflux pump deficient E. coli mutant strain (ΔtolC). A simple and quick fluorescence assay was developed to measure cellular accumulation of the TMP probe using either fluorescence spectroscopy or flow cytometry, with validation by LC-MS/MS. This fluorescence assay may provide a simple method to assess efflux pump activity with standard laboratory equipment.
The rise
of multidrug-resistant (MDR) bacteria is causing significant healthcare
issues.[1] These MDR bacteria typically employ
a combination of four main strategies to combat antibiotics: (i) prevention
of intracellular antibiotic accumulation via efflux pumps and decreased
outer membrane permeability; (ii) target modification; (iii) antibiotic
inactivation; and (iv) acquisition of alternate metabolic pathways.[2,3] Gram-negative bacteria are usually less susceptible to antibiotics
compared to Gram-positive bacteria due to their dual membrane structure,
combined with facile up-regulation of efflux pumps so that intracellular
antibiotic concentrations do not reach cytotoxic concentrations.[4,5] The lack of activity of many narrow-spectrum Gram-positive selective
antibiotics against Gram-negative bacteria is often caused by efflux
mechanisms.[6] For example, it has been shown
that Gram-negative bacteria become susceptible to linezolid, clarithromycin,
and erythromycin[7] when specific efflux
pump genes have been deleted.[8] In particular,
the efflux effect has implications for the design of new antibiotic
drugs,[9] as potentially unique antibiotic
structures or those acting on novel targets may be discarded on the
basis of poor activity in minimum inhibitory concentration (MIC) assays
resulting from high efflux. It may be possible to develop these as
new antibiotics if co-administered with an efflux pump inhibitor or
to optimize their structure to remove efflux pump susceptibility and
increase their ability to diffuse through porin channels.[10] Improving our understanding of how whole cell
activity correlates with in vitro enzyme inhibition requires assessment
of the intracellular accumulation of antibiotics and the role of efflux
pumps.Bacterial efflux pumps
are membrane transporter proteins that facilitate the uptake and excretion
of compounds[11,12] and play important roles in cell-to-cell
communication, bacterial pathogenicity, and biofilm formation.[12,13] There are four main protein families for efflux pump systems: ATP-binding
cassette superfamily (ABC) proteins, the major facilitator superfamily
(MFS) transport proteins, small multidrug resistance (SMR) transporters,
and multidrug and toxic compound extrusion (MATE) proteins, which
are all present in both Gram-positive and Gram-negative bacteria.
A fifth family, the resistance nodulation cell division (RND) pump,
is found only in Gram-negative bacteria. Efflux pumps can contain
multiple components, with an inner membrane transporter, a periplasmic
adaptor protein, and an outer membrane channel that together are able
to directly extrude various drugs from inside to outside the cell.[4,8,13,14] Some efflux pumps are specific for particular substrates, whereas
other efflux pumps can transport a wide range of substrates with various
chemical structures. Up-regulation of efflux pumps contributes to
the development of MDR bacteria.[10,14]Fluorescent
probes are versatile tools for biological study imaging, with different
color combinations used to investigate specific target sites and to
show biological events in living cells.[15] For example, antibiotic fluorescent probes have been used to investigate
cell division in Gram-positive bacteria.[16−20] Detection of fluorescence can be used for both quantitative
and qualitative analysis[21] of the labeled
cell,[22] bacteria,[23] or nanoparticles[24] and also to detect
bacterial infections in vivo.[25]We
have initiated a program to develop fluorescent probes based on all
major classes of antibiotics. To prepare antibiotic-derived fluorescent
probes, it is necessary to identify a suitable position on the antibiotic
to link with the fluorophore so that the new derivative maintains
antimicrobial activity. Published structure–activity relationship
(SAR) studies can pinpoint sites that are able to tolerate structural
changes. As antibiotics often possess multiple functional groups with
various reactivities, we need to employ an orthogonal reaction that
is compatible with various functional groups to systematically prepare
fluorescent antibiotics of all major antibiotic classes. One such
reaction is the Cu-catalyzed azide–alkyne cycloaddition (CuAAC)
reaction that forms a stable and biocompatible triazole ring in the
presence of unprotected functional groups (such as amines, hydroxyls,
and thiols) or reactive moieties (such as lactams, epoxides, or α,β-unsaturated
systems).[26] The precursor azide and alkyne
groups are known for their biocompatibility and selective reactivity
as bio-orthogonal chemical reporters. For example, azides have been
installed in the outer membrane (OM) of bacteria and also embedded
within glycans. The resulting azido residues were labeled with various
probes via cycloaddition with alkynes using either copper(I)-mediated
or strain-promoted [3+2] cycloadditions.[27,28] Meanwhile, terminal alkyne and cyclooctyne substituents have been
widely used to link with dyes/markers or nanoparticles for therapeutic
and diagnostic applications.[29−31] In this study, the azide functionality
was selected for antibiotic modification, given the more facile introduction
of an azide group to highly diverse antibiotic cores compared to an
alkyne. These azide-functionalized antibiotics also have potential
for the development of diagnostics or sensing applications.[32]We recently described an oxazolidinone-derived
(linezolid) azide-functionalized antibiotic intermediate that was
conjugated with fluorophores, with the resulting probes then used
to image Gram-positive bacteria.[33] This
same strategy has now been employed to prepare TMP fluorescent derivatives.
TMP is a synthetic antibiotic that acts on an intracellular bacterial
target, dihydrofolate reductase (DHFR). In clinical use, it is normally
administered in combination with sulfamethoxazole (SMZ), which inhibits
another step in the folic acid pathway. The TMP–SMZ combination
is used to treat a wide range of infections caused by Gram-negative
bacteria (such as the Enterobacteriaceae family and Haemophilus influenza) and Gram-positive bacteria
(such as Staphylococcus aureus and Streptococcus pneumoniae).[34,35] TMP fluorescent probes have previously been applied to a general
strategy for labeling targets in mammalian cell live cell imaging;
the protein of interest was tagged with Escherichia
coli DHFR (eDHFR) and then labeled
with a cell-permeable TMP probe.[36−43] Nevertheless, there have been no reports of applying TMP fluorescent
probes to bacterial cells.We also describe the development
of a simple fluorescence-based assay using flow cytometry or fluorescence
spectroscopy to assess efflux pump activity that affects the accumulation
of fluorescent-labeled TMP in E. coli (Figure ). The fluorescence-based
assay was validated by liquid chromatography–mass spectrometry
(LC-MS/MS) quantification that measured probe cellular concentrations.
These methods that can measure the cellular concentration of the fluorescent
probes could potentially be used to screen for efflux inhibitors,
assess up-regulation of efflux in antibiotic-resistant bacteria, and
assist in new antibiotic development.
Figure 1
Use of
fluorescently labeled antibiotics to assess efflux in Gram-negative
bacteria without cell lysis: (A) in vitro enzyme inhibition (IC50), enzyme binding and inhibition by fluorescent antibiotic;
(B) whole cell activity (MIC), fluorescent probe loses MIC activity
due to efflux pumps. Fluorescence intensity can quantify the efflux
effect.
Use of
fluorescently labeled antibiotics to assess efflux in Gram-negative
bacteria without cell lysis: (A) in vitro enzyme inhibition (IC50), enzyme binding and inhibition by fluorescent antibiotic;
(B) whole cell activity (MIC), fluorescent probe loses MIC activity
due to efflux pumps. Fluorescence intensity can quantify the efflux
effect.
Results and Discussion
Design and Synthesis of
TMP-Linked Fluorophores
On the basis of published SAR of
TMP derivatives and fluorescent TMP probes that have previously been
prepared,[44] we proposed that modification
at position 4 of the TMP phenyl ring was possible without sacrificing
significant activity (Figure ).[41,45,46] As antibiotics and fluorophores often possess reactive moieties
and multiple functional groups with varied reactivity, an orthogonal
reaction compatible with reactive moieties and many different functional
groups was required. TMP has unprotected amines that can act as nucleophiles
(reactive for alkylation and amide condensation reactions).[47] Moreover, fluorophores such as coumarin-based
fluorophores and rhodamine derivatives contain heterocyclic rings,
which are sensitive to ring opening.[48] In
line with our overall goal of producing a “toolset”
of azide-functionalized antibiotics that can be readily linked with
different colored fluorophores, we selected the CuAAC reaction for
antibiotic–probe conjugation. Low molecular weight fluorophores
are more suitable for retaining antimicrobial activity as large highly
hydrophobic fluorophores are likely to aggregate and have difficulty
in penetrating through the bacterial membrane, as well as potentially
disrupting DHFR target binding. Therefore, three comparatively small
fluorophores, 7-(dimethylamino)-coumarin-4-acetic acid (DMACA), 7-nitrobenzofurazan
(NBD), and dansyl (DNS, dimethylaminosulfonyl) (Figure ), were each functionalized with an alkyne
substituent for CuAAC reactions with the azide-substituted TMP derivatives.
Figure 2
Known
structure–activity relationships of trimethoprim.
Figure 3
Alkyne-derivatized fluorophores.
Known
structure–activity relationships of trimethoprim.Alkyne-derivatized fluorophores.The synthesis of the TMP analogues was based on a mild and
efficient procedure reported by Ji et al. in 2013.[49] In short, TMP derivatives 8 were synthesized
from syringaldehyde 1 by alkylation with bromo–chloro
alkane linkers in the presence of K2CO3 in DMF
at 60 °C (Scheme ). Treatment of 3 with sodium azide at 100 °C in
the presence of sodium iodide gave azidobenzaldehyde 4. Aldol condensation and 1,3-prototropic isomerization between azidobenzaldehyde 4 and 3-morpholinopropionitrile in the presence of the catalytic
amount of potassium hydroxide and methanol provided the intermediate 6, which was followed by in situ acid-mediated substitution
of the 3-dimethylamino group with aniline with a convenient one-pot
procedure that resulted in enamine 7. Cyclization of
the enamine 7 with guanidine provided azide-TMPs 8a–c in high yield.
Scheme 1
Synthesis of Trimethoprim-Linked
Azides 8a–c
The alkyne derivatives 9 and 10 (Figure ) of fluorophores
NBD and DMACA were prepared according to literature procedures,[33] whereas the DNS-alkyne 11 was synthesized
via sulfonamide coupling of dansyl chloride and propargylamine in
the presence of triethylamine.TMP-azide derivatives 8a–c underwent CuAAC reaction with the alkyne-fluorophores 9–11 in the presence of sodium ascorbate
and copper sulfate to produce probes 12–14a–c. At room temperature or even with
heating at 50 °C, reactions often took days to produce the desired
products despite the putative facile nature of the CuAAC reaction,
so microwave heating at 100 °C was applied to accelerate the
reaction rates (Scheme ).
Scheme 2
Synthesis of Trimethoprim Probes Using Microwave-Assisted Click
Chemistry
Biological Activity
The TMP derivatives 8a–c were tested
for their ability to inhibit eDHFR and their antimicrobial
activities assessed against wild type and mutant E.
coli strains (Table ). The azide-TMPs retained moderate antimicrobial activity,
with the shortest linker 8a showing the best activity,
although still 8–16-fold less active than TMP itself. Unfortunately,
all of the TMP fluorescent probes lost antimicrobial activity (>64
μg/mL), even though they were still able to inhibit eDHFR with comparable, or only 2–5-fold reduced,
potency, relative to TMP. The ability to inhibit eDHFR tended to decrease
with longer linker length for both azides and probes. These results
suggested the loss of activity of TMP derivatives was due to an inability
to access the DHFR target within the bacterial cell.
Table 1
MIC Activities of TMP Probes against E. coli and Inhibition of eDHFR Enzyme (n = 4)a
MIC (μg/mL)
cytotoxicity
(CC50) (μM)
compound
E. coli ATCC 25922
E. coli clin isol
E. coliclin isol
E. coliMB4827
E. coli DC2 mutant
E. colilpxC mutant
E. colitolC mutant
E. colilpxC/tolC mutant
S. aureus ATCC 25923
HEK 293
HepG2
eDHFR inhibition IC50 (nM)
TMP
0.5
0.5
0.5
1
0.25
0.5
0.125
0.125
1
>60
>60
60
8a
TMP-3C-N3
8
8
4
8
4
8
0.25
0.25
4
>60
>60
66
12a
TMP-3C-Tz-NBD
>64
>64
>64
>64
>64
>64
2
1
64
>60
>60
254
13a
TMP-3C-Tz-DMACA
>64
>64
>64
>64
>64
>64
8
8
>64
>60
>60
83
14a
TMP-3C-Tz-DNS
>64
>64
>64
>64
>64
>64
0.5
0.5
>64
59
>60
162
8b
TMP-4C-N3
32
8
16
16
8
8
0.125
0.25
4
>60
>60
97
12b
TMP-4C-Tz-NBD
>64
>64
>64
>64
>64
>64
0.25
0.5
16
>60
>60
148
13b
TMP-4C-Tz-DMACA
>64
>64
>64
>64
>64
>64
2
2
>64
>60
>60
162
14b
TMP-4C-Tz-DNS
>64
>64
>64
>64
>64
>64
0.5
1
64
59
>60
226
8c
TMP-5C-N3
32
16
16
32
8
8
0.125
0.25
4
>60
>60
140
12c
TMP-5C-Tz-NBD
>64
>64
>64
>64
>64
>64
0.5
0.5
8
46
>60
208
13c
TMP-5C-Tz-DMACA
>64
>64
>64
>64
>64
>64
1
1
>64
>60
>60
668
14c
TMP-5C-Tz-DNS
>64
>64
>64
>64
>64
>64
0.25
0.25
32
32
51
509
Clin isol, clinical isolate; wild type HEK 293, human embryonic
kidney 293; HepG2, liver hepatocellular cells.
Clin isol, clinical isolate; wild type HEK 293, human embryonic
kidney 293; HepG2, liver hepatocellular cells.Interestingly, the antimicrobial
activities of the TMP probe were restored against an E. coli ΔtolC mutant, lacking
the TolC efflux pump component, with the probes 12–14a–c (0.25–8 μg/mL) showing
potency almost as good as TMP (0.125 μg/mL) (Table ). These MIC results indicated
that the lack of whole cell activity was likely due to compound efflux.
In addition, the TMP probes were tested against membrane-impaired
mutant E. coli (LpxC and DC2), which
are more permeable to many compounds. Somewhat unexpectedly, the antimicrobial
activity of the TMP probes were not improved (TMP; MIC = 0.25–0.5, 12–14a–c; MIC >
64 μg/mL), implying that the ability to penetrate into the cells
was not limiting their effectiveness. Although these two permeable
membrane mutants provide general membrane disruption, they do not
affect the porin channels, outer membrane proteins (OMPs) that largely
control influx, so the ability of the TMP probes to penetrate by diffusion
via porin channels has not been assessed. Porin penetration by the
TMP probes would be expected to be affected by the increase in size
caused by attachment of the fluorophore (e.g., 12b =
592 Da compared to TMP, 290 Da).For the set of probes prepared,
antimicrobial activity tended to improve for all fluorophore conjugates
with a longer linker, whereas for a fixed linker the DMACA fluorophore
was consistently the least active of the three fluorophores. DNS possessed
the best activity for C3 (n = 1) and C5 (n = 3) linker lengths, but NBD the best for C4 (n = 2). Activity against mutant E. coli possessing both lpxC and tolC mutations
was comparable to the single mutant E. colitolC, confirming that the TolC-dependent efflux
pumps were most responsible for the poor MIC activity.The TMP
probes were not generally cytotoxic against mammalian kidney and liver
cell lines at the highest concentration tested (CC50 >
60 μM). Therefore, these probes could also find utility for
live cell fluorescence imaging studies in mammalian cell lines, for
example, studying ATP-binding cassette superfamily (ABC) efflux pumps
in cancer cells that are responsible for extruding chemotherapeutic
agents, leading to the reduction of intracellular drug level and resistance.[50]
Use of the Fluorescent TMP Probe To Measure
Efflux Pump Activity
Complete sequencing of bacterial genomes
has revealed that E. coli contains
at least 37 efflux pump transporters including 7 ABC, 19 MFS, 1 MATE,
5 SMR, and 7 RND.[51] The source of energy
utilized by MFS, SMR, and RND pumps is the proton motive force (PMF),
whereas the ABC transporter obtains energy from ATP hydrolysis and
the MATE pumps use a Na+ gradient as a driving force.[52] However, the AcrAB-TolC system, which belongs
to the tripartite RND family, is considered to be the predominant
pump in E. coli for multidrug resistance.[12] To further investigate the effects of the TolC-dependent
efflux pump system and other efflux pumps influencing the susceptibility
of E. coli to the TMP probes, we developed
a fluorescence assay to measure cellular accumulation of the TMP probes
in E. coli in the presence and absence
of carbonyl cyanide m-chlorophenylhydrazone (CCCP).
CCCP collapses the PMF energizing most E. coli efflux pumps,[53] thus inactivating them,
and has been used to study cellular accumulation in Gram-negative
bacteria for a wide range of compounds.[11,54,55]The most potent TMP probe, 12b (E. coli wild type MIC > 64 μg/mL, E. coli mutant deficient tolC MIC
= 0.25 μg/mL, eDHFR IC50 = 148 nM),
was selected to develop a fluorescent bacterial accumulation assay.
Two strains of E. coli were tested:
wild type (ATCC 25922) and mutant E. coli (ΔtolC). Various cell densities from wild
type E. coli were evaluated to assess
the number of bacteria required for significant fluorescence intensity:
densities of OD600 = 2 were required to provide sufficient
signal when 1 mL of bacteria was centrifuged, resuspended in 150 μL
of PBS, and measured in a 96-well plate on a Tecan plate reader at
475 nm excitation/545 nm emission.To assess the effect of efflux
pump inhibition, E. coli was pretreated
with CCCP (100 μM) for 10 min before incubation with 12b. Under this condition, the fluorescence intensity of CCCP-treated
wild type E. coli significantly increased
compared to untreated E. coli (Figure A), confirming that
accumulation of 12b increased when efflux pump systems
were inhibited. The concentration dependence of compound accumulation
was investigated by treating E. coli with concentrations of 12b ranging from 12.5 to 100
μM. Interestingly, a linear increase of cellular accumulation
of 12b was observed, indicating a concentration-dependent
cellular accumulation. Accumulation of 12b in the untreated E. coli also increased linearly even though the efflux
pump systems were functional and capable of exporting the probe 12b to the outside of the bacterial cells. This linearity
is consistent with a literature paper that showed a dose-dependent
accumulation of sulfonyladenosine between 10 and 1000 μM in E. coli (ATCC 25922).[54] Another study, examining accumulation of ciprofloxacin in wild type Pseudomonas aeruginosa, also showed an apparent linear
accumulation, with a 4-fold cellular increase when the bacteria were
treated with ciprofloxacin at 100 ng/mL compared to ciprofloxacin
at 25 ng/mL.[55]
Figure 4
Fluorescence spectroscopic
measurement of cellular accumulation of 12b in E. coli. (A) Fluorescence intensity in E. coli (ATCC 25922) incubated with 12b at various concentrations with/without pretreatment with CCCP (100
μM at 37 °C for 10 min). Statistical significance was assessed
using a linear regression of fluorescence intensity against concentration
and experimental groups. The model was refitted without an interaction
term, giving an estimated fluorescence intensity difference between
the groups of 3622.250, with p value 2.52 ×
108, ∗∗∗. (B) Fluorescence intensity
in E. coli (ΔtolC) and E. coli (ATCC 25922) incubated
with 12b at 50 μM with/without pretreatment with
CCCP (100 μM at 37 °C for 10 min). Statistical significance
(∗∗, p ≤ 0.01; ∗∗∗, p ≤ 0.001) is shown between the absence or presence
of CCCP and between wild type and ΔtolCE. coli. Data reported are the mean ± SD for
three experiments.
Fluorescence spectroscopic
measurement of cellular accumulation of 12b in E. coli. (A) Fluorescence intensity in E. coli (ATCC 25922) incubated with 12b at various concentrations with/without pretreatment with CCCP (100
μM at 37 °C for 10 min). Statistical significance was assessed
using a linear regression of fluorescence intensity against concentration
and experimental groups. The model was refitted without an interaction
term, giving an estimated fluorescence intensity difference between
the groups of 3622.250, with p value 2.52 ×
108, ∗∗∗. (B) Fluorescence intensity
in E. coli (ΔtolC) and E. coli (ATCC 25922) incubated
with 12b at 50 μM with/without pretreatment with
CCCP (100 μM at 37 °C for 10 min). Statistical significance
(∗∗, p ≤ 0.01; ∗∗∗, p ≤ 0.001) is shown between the absence or presence
of CCCP and between wild type and ΔtolCE. coli. Data reported are the mean ± SD for
three experiments.In Gram-negative bacteria,
most OMPs are porins, water-filled open channels that allow passive
diffusion of small hydrophilic molecules up to 600 Da across the OM.
These porin channels are driven by a concentration gradient. Thus,
the kinetics of uptake largely depend on the concentration gradient
of the solute. With the size of 12b (592 Da) and its
hydrophilicity, 12b may traverse the bacterial cell wall
through porins, providing the observed linear concentration-dependent
cellular accumulation.[4,56,57] Although efflux pumps were functional in the untreated (no CCCP)
wild type E. coli group, the overall
accumulation depends on the relative rates of influx rate via porins
versus efflux rate via efflux pumps. It is important to highlight
that because porins discriminate solutes on the basis of the physicochemical
properties of compounds, the size of potential fluorescent antibiotic
conjugates for fluorescence assays must be considered; if they are
too large to diffuse into bacterial cells via porins, they would be
ineffective as probes of efflux pump activity.A similar study
was conducted with the TolC-deficient (ΔtolC) strain, but because 12b was much more active against
this strain (MIC = 0.25 μg/mL = 0.37 μM), a maximum concentration
of 50 μM 12b was employed (Figure B). Notably, CCCP-treated ΔtolCE. coli also showed
higher fluorescence intensity compared to untreated ΔtolCE. coli. This result
indicates that, in the ΔtolC strain, other
TolC-independent efflux pumps that obtain energy from the PMF are
exporting 12b.As expected from the variation in
antibiotic susceptibility, accumulation of 12b in wild
type E. coli was significantly less
than in ΔtolCE. coli when bacteria were incubated with the same concentration of 12b at 50 μM. This result showed the effect of TolC
at reducing the cellular accumulation of 12b. The AcrAB-TolC
efflux system, known as the predominant pump in multidrug-resistant E. coli, is composed of an inner membrane transporter,
a periplasmic adaptor protein, and outer membrane channel (TolC),
so this tripartite system becomes nonfunctional when any of these
components is absent.[58,59]
Flow Cytometric Analysis
Flow cytometry can be used to assess bacterial characteristics
related to size and intrinsic and extrinsic fluorescence in cells.
Quantitative measurement of the staining intensity of probes in bacteria
has been used for different purposes such as discrimination between
Gram-positive and Gram-negative strains, bacteria viability, and antibiotic
susceptibility testing.[60−62] Recently, flow cytometry analysis
was used to measure cellular fluorescence in B. subtilis to quantitatively evaluate labeling levels of amino acids on the
cell surface.[63] To investigate whether
flow cytometric analysis could be used to measure cellular accumulation
of fluorescent TMP, bacteria samples were prepared and treated with 12b (50 μM) in the same way as the fluorescence spectroscopy-based
assay. Bacteria pellets were resuspended in 1 mL of PBS, with their
fluorescence intensity measured using the flow cytometer. Variations
in the fluorescence intensity led to shifts in the histogram peaks
(Figure A), with measurement
of the mean fluorescence intensity of the histograms providing a quantitative
analysis.
Figure 5
Flow cytometry measurement of cellular accumulation of 12b at 50 μM in E. coli (ATCC 25922)
and E. coli (ΔtolC) with/without pretreatment with CCCP (100 μM at 37 °C
for 10 min). (A) Histograms of 12b. Red line shows shift
of fluorescence intensity. (B) Median fluorescence intensity of 12b. The data were collected from 10000 bacterial events.
Statistical significance (∗∗∗, p ≤ 0.001; ∗∗∗∗, p ≤ 0.0001) is shown between the absence and presence of CCCP
and between wild type and ΔtolCE. coli. Data reported are the mean ± SD for
three experiments.
Flow cytometry measurement of cellular accumulation of 12b at 50 μM in E. coli (ATCC 25922)
and E. coli (ΔtolC) with/without pretreatment with CCCP (100 μM at 37 °C
for 10 min). (A) Histograms of 12b. Red line shows shift
of fluorescence intensity. (B) Median fluorescence intensity of 12b. The data were collected from 10000 bacterial events.
Statistical significance (∗∗∗, p ≤ 0.001; ∗∗∗∗, p ≤ 0.0001) is shown between the absence and presence of CCCP
and between wild type and ΔtolCE. coli. Data reported are the mean ± SD for
three experiments.Flow cytometry showed
that the fluorescence intensity of 12b in both CCCP-treated
wild type and ΔtolCE. coli was greater than when the efflux pumps were not inhibited and that
the ΔtolCE. coli intensity was greater than that of wild type E. coli. This result matched those provided by the fluorescence spectroscopy-based
assay, although with more distinct differences between the groups
(Figure B). Thus,
either method can be used to assess cellular accumulation of fluorescent-labeled
antibiotics.
LC-MS/MS-Based Bacterial Accumulation Assay
We wished to confirm that the fluorescence measurements correlated
with the cellular concentration of the TMP probes. LC-MS/MS is an
accurate quantification method that has previously been reported as
a general method to measure compound accumulation within cells.[54,55] Although it does not allow for visualization of compound distribution
within a cell and is too time-consuming for rapid screening, the LC-MS/MS
method does allow for direct measurement of unaltered parent compound,
which is an advantage over the labeled probe methods requiring compound
modifications. After probe treatment, the bacteria were first washed
to remove any surface-bound compound and then lysed to release compound
accumulated within the cell. Previous studies have applied sonication,
mechanical cell lysis, and/or overnight incubation with glycine–HCl
(pH ≤3) to lyse bacteria;[54,55,64] however, these lysis procedures are time-consuming
and not suitable for high-throughput analyses. Therefore, we used
lysozyme, a muramidase that is able to lyse both Gram-positive and
Gram-negative bacteria[65,66] by cleaving bacterial peptidoglycan
between the glycosidic β-1,4-linked N-acetylmuramic
acid (MurNAc) and N-acetylglucosamine (GlucNAc).[67] The lysozyme lysis buffer usually consists of
Tris-HCl (pH 8), EDTA, and a detergent such as Triton X-100, but to
improve our LC-MS analysis detection sensitivity, the detergent component
was removed to avoid MS ion suppression and decreased HPLC resolution.[68] Because the detergent component was required
for disruption of the cell membrane, sonication and freeze–thaw
steps were added to ensure that the bacterial cells were broken.Following cell lysis, lysozyme (14.3 kDa) was removed using a filter
membrane (10 kDa). The filtrate containing cell lysate (molecular
mass < 10 kDa) and any cellular-localized probe were collected,
lyophilized, and redissolved in the solution mixture containing 12a as an internal standard. Probe 12a was used
as an internal standard as it has a structure similar to that of the
analyte 12b and could be used to monitor the stability
of 12b in LC-MS/MS samples. An LC-MS/MS method was developed
for quantification of 12b, with the analogue 12a used as the MS internal standard.[54,55]The
bacteria were treated in the same way as for the fluorescence-based
assay, then washed and lysed to recover 12b from the
bacteria. Wild type E. coli (MIC >
64 μg/mL) was treated with 12b at 10, 50, and 100
μM, whereas the TolC-deficient (ΔtolC) strain (MIC = 0.25 μg/mL = 0.37 μM) was treated with 12b only at 50 μM. The results (Figure ) again showed that both wild type and ΔtolCE. coli showed higher
accumulation of 12b in CCCP-treated than in nontreated
cells, with a linear concentration dependence (Figure A). However, the LC-MS/MS method was not
able to distinguish between the accumulation of 12b in
wild type E. coli versus ΔtolCE. coli when bacteria
were incubated with a constant 50 μM (Figure B). The results from the LC-MS/MS assay were
generally consistent with the results from fluorescence-based assay,
apart from this lack of discrimination between the wild type and ΔtolC mutant strains.
Figure 6
LC-MS measurement of accumulation of TMP
derivative 12b in E. coli. (A) E. coli (ATCC 25922) was incubated
with 12b at vaious concentrations with/without pretreatment
with CCCP (100 μM at 37 °C for 10 min). (B) E. coli (ΔtolC) and E. coli (ATCC 25922) were incubated with 12b at 50 μM with/without pretreatment in the presence and absence
of CCCP (100 μM at 37 °C for 10 min). A significant difference
(∗, p ≤ 0.05) was shown between the
absence and presence of CCCP. The cellular concentration was calculated
from the lysate concentration of 2 × 109 bacteria
cells. Data reported are the mean ± SD for three experiments.
LC-MS measurement of accumulation of TMP
derivative 12b in E. coli. (A) E. coli (ATCC 25922) was incubated
with 12b at vaious concentrations with/without pretreatment
with CCCP (100 μM at 37 °C for 10 min). (B) E. coli (ΔtolC) and E. coli (ATCC 25922) were incubated with 12b at 50 μM with/without pretreatment in the presence and absence
of CCCP (100 μM at 37 °C for 10 min). A significant difference
(∗, p ≤ 0.05) was shown between the
absence and presence of CCCP. The cellular concentration was calculated
from the lysate concentration of 2 × 109 bacteria
cells. Data reported are the mean ± SD for three experiments.The observation that cellular
accumulations were higher than extracellular concentration (ranging
from 4- to 8-fold) is consistent with previous results for accumulation
assay using LC-MS/MS. Active import and Donnan potential have been
suggested as mechanisms that may account for this accumulation.[54,55]
Fluorescence Microscopy
Super-resolution structured illumination
microscopy (SR-SIM) has been used for imaging in bacteria to overcome
the resolution barrier resulting from the small size of bacterial
cells, which prevents good visualization by standard confocal microscopy.[69,70] As TMP is active against both Gram-positive and Gram-negative bacteria, Staphylococcus aureus (ATCC 25923) and E. coli (ATCC 25922) were stained with TMP probe 12b. Both showed labeling at a concentration of 100 μM
versus MIC values of >64 μg/mL (94 μM) and 16 μg/mL
(24 μM), respectively (Figure ). SR-SIM fluorescent imaging with membrane (FM4-64FX)
and nucleic acid (Hoechst 33342) costaining showed that the membrane
dye was quickly endocytosed in S. aureus, even though this Gram-positive bacteria was stained with FM4-64FX
for only 1 min (Figure A). To compare fluorescence brightness, SR-SIM images were processed
using the “enabling raw scale” option. A surface plot
showed the relative fluorescence brightness of each fluorescent probe
(Figure B).
Figure 7
(A) SR-SIM
fluorescence imaging of S. aureus (ATCC
25923) and E. coli (ATCC 25922 and
ΔtolC): green, TMP-fluorophore 12b; red, FM4-64FX (bacterial membrane stain); blue, Hoechst 33342 (nucleic
acid stain). (B) Surface plot: X, Y axes indicate distance (nm). The scale bar shown represents 2 μm.
(A) SR-SIM
fluorescence imaging of S. aureus (ATCC
25923) and E. coli (ATCC 25922 and
ΔtolC): green, TMP-fluorophore 12b; red, FM4-64FX (bacterial membrane stain); blue, Hoechst 33342 (nucleic
acid stain). (B) Surface plot: X, Y axes indicate distance (nm). The scale bar shown represents 2 μm.Cross sections of representative
bacteria (Figure )
clearly demonstrated that the 12b probe was largely localized inside the bacterial membrane when compared to the location
of the red FM4-64FX dye, but generally remained associated with the
cell wall/membrane structure, possibly due to either binding to DHFR
or internal components of efflux pumps. Some internal cellular staining
was also evident, which was notably stronger in the ΔtolC mutant, and was consistent with higher cellular accumulation.
Cross sections of bacteria when images were processed without enabling
raw scale are shown in Figure S2. Staining
with the NBD-alkyne dye 9 alone did not result in significant
bacterial labeling (Figure S1). The intracellular
localization of DHFR has not been reported in the literature, and
this study suggests that it may be associated with the internal cell
wall/membrane structure, as opposed to freely distributed in the cytoplasm.
Figure 8
Cross
section of fluorescent imaging of (A) E. coli (ATCC 25922) (B) ΔtolCE.
coli: green, TMP-fluorophore 12b; red,
FM4-64FX (bacterial membrane stain); blue, Hoechst 33342 (nucleic
acid stain). The images were processed using the “enabling
raw scale” option.
Cross
section of fluorescent imaging of (A) E. coli (ATCC 25922) (B) ΔtolCE.
coli: green, TMP-fluorophore 12b; red,
FM4-64FX (bacterial membrane stain); blue, Hoechst 33342 (nucleic
acid stain). The images were processed using the “enabling
raw scale” option.
Conclusion
We have synthesized azide-functionalized
TMP analogues that strongly inhibited the TMP enzymatic target eDHFR in vitro and retained moderate antibacterial activity
against E. coli strains. Reaction of
these azide-containing TMPs with alkyne-fluorophores using CuAAC generated
a TMP fluorescent probe library. These probes, despite generally good eDHFR inhibition, lost almost all ability to inhibit wild
type E. coli growth. Activity was restored
when tested against the TolC-deficient (ΔtolC) strain, indicating that in normal bacteria TMP probe accumulation
at a sufficiently high concentration to inhibit the DHFR target was
prevented due to removal by the TolC-dependent efflux pump system.We then used the fluorescent TMP probe 12b to develop
fluorescence-based assays to measure cellular accumulation of the
probe. Notably, minimal sample manipulation was required for these
fluorescence-based assays using either fluorescence spectrometry or
flow cytometry. The cellular fluorescence intensity was directly measured
without the need for cell lysis.The development of alternative
assays to show the roles of efflux pumps on intracellular accumulation
provides important tools for antibiotic drug discovery and development.
To date, fluorescent and radiometric detection methods have been used
to determine intracellular drug concentration and efflux pump effects.[71,72] Fluorescence was used to measure the accumulation of quinolone class
compounds,[73] but this method is only applicable
to intrinsically fluorescent compounds. Radiometric detection needs
radiolabeled analogues and a specific instrument for counting.[55,71] An ethidium bromide-agar cartwheel method has also been used to
assess the presence of MDR efflux pumps,[74,75] but ethidium bromide is rigorously controlled in many countries.[76,77] The fluorescent probes 1-N-phenylnaphthylamine
(NPN) and 2-(4-dimethylaminostyryl)-1-ethylpyridinium iodide (DMP)
(which are weakly fluorescent in an aqueous environment but fluoresce
more intensely in a nonpolar environment such as the phospholipid
layer of the outer membrane in Gram-negative bacteria) have been used
to determine bacterial penetration of compounds and the effect of
efflux pump inhibitors.[11,78,79]Methods based on LC-MS analysis have been developed to quantify
compound accumulation in bacterial cells.[54,55,80,81] The LC-MS
technique is a useful method for a wide range of structurally different
compounds including unlabeled compounds, but is time-consuming as
bacterial cells need to be lysed and the supernatant isolated to prepare
samples for LC-MS. The development of a rapid fluorescence-based assay
to assess inhibition of efflux pumps, as outlined in this study, is
a potentially useful research tool in the search for new antibiotics
and antibiotic adjuvants.
Methods
For chemical synthesis please
see the Supporting Information.
Minimum Inhibitory
Concentration Determination
Bacteria were obtained from the
American Type Culture Collection (ATCC; Manassas, VA, USA), Merck
Sharp & Dohme (Kenilworth, NJ, USA), the Coli Genetic Stock Center
(CGSC, Yale University), and independent academic clinical isolate
collections. Bacteria were cultured in Muller–Hinton broth
(MHB) (Bacto Laboratories, catalog no. 211443) at 37 °C overnight.
A sample of each culture was then diluted 50-fold in MHB and incubated
at 37 °C for 1.5–3 h. The compounds were serially diluted
2-fold across the wells, with concentrations ranging from 0.06 to
128 μg/mL, plated in duplicate. The resultant mid log phase
cultures were diluted to the final concentration of 5 × 105 CFU/mL, and then 50 μL was added to each well of the
compound-containing 96-well plates (Corning; catalog no. 3641, NBS
plates), giving a final compound concentration range of 0.03–64
μg/mL. All of the plates were covered and incubated at 37 °C
for 18 h with the MIC defined as the lowest compound concentration
at which no bacterial growth was visible (n = 4).
Cytotoxicity Assay (Resazurin Assay)
The compounds were
provided at a stock concentration of 12 mM in 100% DMSO. A dilution
series in DMEM + 10% FBS was carried out in a one in two step decrease
to give the 2× concentrated range from 120 to 1.0 μM. Twenty
microliters of each dilution was added to a 384-well black-wall clear-bottom
tissue culture plate (Corning; catalog no. 3712) in n = 2. No cells served as negative control (“all cells are
dead”), and in addition a serial dilution of tamoxifen (Sigma-Aldrich,
catalog no. T5648), starting at 200 μM final concentration,
was included as a dose response control. HEK293 and HepG2 cells were
seeded into the plates containing the compounds, at 4000 and 5000
per well, respectively, in a volume of 20 μL in DMEM + 10% of
FBS (Vtotal = 40 μL), giving the
final compound concentration range from 60 to 0.5 μM. The cells
together with the compounds were incubated for 20 h at 37 °C,
5% CO2. After the incubation, 5 μL of 100 μM
resazurin (Sigma-Aldrich, catalog no. R7017) dissolved in PBS was
added to each well (final concentration = 11 μM). The plates
were then incubated for 3 h at 37 °C, 5% CO2. The
fluorescence intensity was read using the TECAN Infinite M1000 PRO
with excitation/emission 560/590 nm. The data were analyzed by GraphPad
Prism 7.00 software. Results are presented as the average percentage
of control ± SD for each set of duplicate wells using the following
equation: cell survival % = (FIsample – FInegative/FIuntreated – FInegative) × 100.
DHFR Enzyme Inhibition assay
The inhibition of DHFR with
TMP derivatives was investigated in a 96-well plate (flat-bottom wells,
Nunclon Delta Cell Culture Treated Clear Polystyrene catalog no. 167008)
using a dihydrofolate reductase assay kit (Sigma-Aldrich, product
code CS0340). E. coli dihydrofolate
reductase was prepared using an In Vitro protein
synthesis kit (New England BioLabs; PURExpress In Vitro Protein Synthesis; NEB#E6800). The DHFR enzyme was diluted before
using in the inhibition assay by adding 23 μL of DHFR in 1 mL
of water. The assay was performed using the protocol supplied by Sigma-Aldrich;
however, the procedure was adjusted for a reaction volume of 200 μL.
Briefly, the compounds were provided at a stock concentration of 12
mM in 100% DMSO. The 1× buffer mixture for assay was composed
of DHF and NADPH. The well containing 100 μM TMP served as negative
control (“DHFR is completely inhibited”) and the well
without TMP or the untreated well served as positive control (“DHFR
is not inhibited”). A dilution series of compounds in water
was carried out to give the 3× concentrated range from 120 to
0.018 μM. Ten microliters of each dilution was added to a 96-well
plate containing 180 μL of buffer mixture. Then, 10 μL
of diluted DHFR was added into each well, giving the final compound
concentration range from 6 to 0.0009 μM. The samples were immediately
read by the plate reader. The reaction progress was monitored by the
decrease in absorbance at 340 nm, which was read every 60 s for 40
min using a POLARstar Omega plate reader, with enzymatic inhibition
calculated using the equation DHRF activity % = (Abssample – Absnegative/Absuntreated –
Absnegative) × 100. The data were analyzed by GraphPad
Prism 7.00 software to determine IC50 values.
Preparation
of Bacterial Cell for Fluorescence Measurement and LC-MS/MS
Bacteria were cultured in Luria broth (LB) (AMRESCO, catalog no.
J106) at 37 °C overnight. A sample of each culture was then diluted
50-fold in LB and incubated at 37 °C for 1.5–2 h. The
resultant mid log phase cultures were harvested at 4000 rpm for 25
min, washed once with PBS (4000 rpm, for 15 min), and resuspended
in PBS to an OD600 of 2. Bacteria were treated with CCCP
(Sigma-Aldrich, catalog no. C2759) (100 μM, 37 °C, 10 min)
in PBS and then with the TMP probe at the desired concentration (37
°C, 30 min) and washed with 1 mL of cold water four times (13000
rpm, 4 °C, 7 min). For fluorescence intensity measurement using
the plate reader, the flat-bottom black opti-plate 96 F (PerkinElmer,
catalog no. 6005279) was chosen for this fluorescence assay as it
shows less background noise and is suitable for measurements of fluorescence
intensity.[55] Bacteria cell pellets were
transferred into a 96-well plate in a final volume of 150 μL
in PBS. The fluorescence intensity was read using the TECAN Infinite
M1000 PRO with excitation/emission at 475/545 nm. For fluorescence
intensity measurement using the flow cytometer (Gallios flow cytometer
from Beckman Coulter), bacteria cell pellets were resuspended in 1
mL of PBS. The sample was then read on the cytometer at a flow rate
of approximately 60 μL/min, logarithmic amplification was used
for the data acquisition, and the core diameter was calculated to
be 6 μm. A total of 10000 events were collected, and the data
were analyzed using Kaluza Analysis 1.3 software. Fluorescent intensity
from FL1 (excitation, 488 nm; emission, 525/20 nm), was plotted against
the number of events count. Median fluorescent intensity was estimated
from the histogram peaks after the bacteria had been stained with
the TMP probe.
Preparation of Bacterial Cell Extract for
LC-MS/MS Analysis
Bacteria were lysed by adding 180 μL
of enzymatic lysis buffer, 20 mM Tris-HCl, pH 8.0, and 2 mM sodium
EDTA, followed by 70 μL of lysozyme (stock concentration = 72
mg/mL in H2O), then incubated at 37 °C for 30 min,
freeze (−78 °C, 5 min)–thawed (34 °C, 15 min)
for three cycles, sonicated for 20 min, and then heated to 65 °C
for 30 min. The lysate was then centrifuged (14000 rpm, 8 min), and
then the supernatants were filtered through a filter membrane 10 kDa
(Merck, Amicon Ultra-0.5 centrifugal filter unit with Ultracel-10
membrane catalog no. UFC501096) (14000 rpm, 5 min), which was washed
four times with 100 μL of water. The filtered supernatants were
lyophilized and then redissolved in 150 μL of acetonitrile/methanol/10
mM 12a (internal control sample) in DMSO (1:1:0.0001)
solution. The samples were kept at 4 °C for 1 h to precipitate
impurities and centrifuged (14000 rpm, 8 min), and the supernatants
were transferred to a vial for LC-MS/MS analysis.
LC-MS/MS Conditions
Sample analysis was performed using an AB Sciex 4000 QTRAP system
(USA) and a Shimadzu Nexara UPLC system (Japan) using a Waters Atlantis
T3 column (2.1 × 50 mm, 5 μm) with a guard column. The
column oven was set at 40 °C. Mobile phases were (A) water/formic
acid (1:0.001, v/v) and (B) acetonitrile/formic acid (1:0.001, v/v).
The gradient started at 2% B for 1 min, then 2–100% B for 8
min. The flow rate was set to 0.2 mL/min, and the autosampler was
maintained at 12 °C. Injection volumes of 5 μL per sample
were injected for uptake assays using 10 μM 12b, whereas 3 μL per sample was injected for uptake assays using
50 and 100 μM 12b. Source/gas parameters were as
follows: curtain gas (CUR) at 35, ion spray voltage (IS) at 5500,
temperature (TEM) at 500, ion source gas 1 (GS1) at 50, and ion source
gas 2 (GS2) at 50. Multiple reaction monitoring (MRM) transitions
were monitored in the positive mode. Collision energy (CE) and declustering
potential (DP) were optimized to generate a good response signal. 12am/z was at 578.4 →
123.1 (DP = 90 and CE = 50), and 12bm/z was at 592.3 → 316.3 and 592.3 →
123.1 (DP = 45 and CE = 45).Calibration curves were acquired
by plotting the standard concentration against its peak area. Standard
concentrations ranged from 0.01 to 6.67 μM for the uptake assay
using 10 μM 12b, and standard concentrations from
0.07 to 22.22 μM for the uptake assay using 50 and 100 μM 12b were prepared in acetonitrile/methanol/10 mM 12a in DMSO (50:50:0.005, v/v) solution. For each assay, the standard
calibration curve was obtained by plotting the standard concentration
against the response peak area in the mass spectrometer. A linear
regression of at least 0.99 was then established before using the
standard curve in computations.
Cellular Concentration
Calculation in E. coli
In
the LC-MS/MS assay, each sample had 2 × 109 cells
using 1 μm3 as the cellular volume of E. coli.[55,82] The cellular concentration
was calculated on the basis of the calculation in a previous study
from Cai et al.[55] Thus, the total volume
of E. coli 2 × 109 cells
is 2 μL [(2 × 109) × 1 μm3 = 2 × 109 μm3 = 2 μL (1 mL
= 1 × 1012 μm3)]. Therefore, the
cellular concentration was equal to the measured concentration using
LC-MS/MS (in μM) multiplied by the extraction volume (150 μL)
and divided by the total cellular volume per sample (2 μL).
For example, for the measured 12b of 7.122 μM,
the cellular concentration would be 534.15 μM [(7.122 μM
× 150 μL)/2 μL = 534.15 μM].
SIM
was performed using the Zeiss Elyra PS.1 SIM/STORM microscope. Images
were analyzed with ZEN2012. To compare fluorescence intensity, the
“raw scale” option was used to process images. VectaShield
H1000 was used as a mounting medium. Coverslip glasses (Zeiss/Schott,
18 mm × 18 mm, no. 1.5H) were used to prepare samples. Hank’s
balanced salt solution (HBSS) without phenol red, CaCl2, or MgSO4 (Sigma-Aldrich catalog no. H6648) was used
for bacterial staining. Fluorescent dyes FM4-64FX and Hoechst 33342
(Life Technologies, Australia) were used for membrane staining and
DNA staining, respectively.S. aureus (ATCC 25923) and E. coli were cultured
in LB at 37 °C overnight. A sample of each culture was then diluted
50-fold in LB and incubated at 37 °C for 1.5–2 h. One
milliliter of the resultant mid log phase cultures was transferred
to an Eppendorf tube and centrifuged. Bacteria were washed once with
HBSS and then suspended in 20 μL of HBSS. Two microliters of
this suspended bacteria solution was dropped onto a coverslip, spread,
and dried. Probe 12b (200 μL, 100 μM) was
then added to the bacteria, left for 30 min at room temperature, and
then washed once with HBSS. An ice-cold solution (200 μL) of
Hoechst 33342 (5 μg/mL in HBSS) was then dropped onto the bacteria,
left for 10 min on ice, and then drained. This was followed by adding
an ice-cold solution (200 μL) of FM4-64FX (5 μg/mL in
HBSS) onto the bacteria, which was left for 5 min for E. coli and for 1 min for S. aureus on ice. The bacteria were then washed once with ice-cold HBSS. The
bacteria were fixed with 4% paraformaldehyde for 20 min for E. coli and for 10 min for S. aureus on ice, followed by mounting on slides using VectaShield H1000 as
a mounting medium.
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