Tiago Bozzola1,2, Mariafrancesca Scalise3, Christer U Larsson4, Michael C Newton-Vesty5, Caterina Rovegno1, Ankita Mitra1, Jonathan Cramer2,6, Weixiao Yuan Wahlgren7, Partha Radhakrishnan Santhakumari8,9, Richard E Johnsson10, Oliver Schwardt2, Beat Ernst2, Rosmarie Friemann11,12, Renwick C J Dobson5,13, Cesare Indiveri3,14, Jenny Schelin4, Ulf J Nilsson1, Ulf Ellervik1. 1. Centre for Analysis and Synthesis, Department of Chemistry, Lund University, P.O. Box 124, SE-221 00 Lund, Sweden. 2. Molecular Pharmacy Group, Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland. 3. Department DiBEST (Biologia, Ecologia, Scienze della Terra) Unit of Biochemistry and Molecular Biotechnology, University of Calabria, Via P. Bucci 4C, 87036 Arcavacata di Rende, Italy. 4. Division of Applied Microbiology, Department of Chemistry, Lund University, 22100 Lund, Sweden. 5. Biomolecular Interaction Centre and School of Biological Sciences, University of Canterbury, 8140 Christchurch, New Zealand. 6. Institute for Pharmaceutical and Medicinal Chemistry, Heinrich-Heine-University of Düsseldorf, Universitätsstraße 1, 40225 Düsseldorf, Germany. 7. Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, S-40530 Gothenburg, Sweden. 8. Institute for Stem Cell Science and Regenerative Medicine, Bengaluru, Karnataka 560065, India. 9. Manipal Academy of Higher Education, Tiger Circle Road, Manipal, Karnataka 576104, India. 10. Red Glead Discovery AB, Medicon Village, 223 81 Lund, Sweden. 11. Department of Clinical Microbiology, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden. 12. Centre for Antibiotic Resistance Research (CARe), University of Gothenburg, 40530 Gothenburg, Sweden. 13. Bio21 Molecular Science and Biotechnology Institute, Department of Biochemistry and Pharmacology, University of Melbourne, Parkville, Victoria 3010, Australia. 14. Institute of Biomembranes, Bioenergetics and Molecular Biotechnology (IBIOM), National Research Council-CNR, Via Amendola 122/O, 70126 Bari, Italy.
Abstract
Antibiotic resistance is a major worldwide concern, and new drugs with mechanistically novel modes of action are urgently needed. Here, we report the structure-based drug design, synthesis, and evaluation in vitro and in cellular systems of sialic acid derivatives able to inhibit the bacterial sialic acid symporter SiaT. We designed and synthesized 21 sialic acid derivatives and screened their affinity for SiaT by a thermal shift assay and elucidated the inhibitory mechanism through binding thermodynamics, computational methods, and inhibitory kinetic studies. The most potent compounds, which have a 180-fold higher affinity compared to the natural substrate, were tested in bacterial growth assays and indicate bacterial growth delay in methicillin-resistant Staphylococcus aureus. This study represents the first example and a promising lead in developing sialic acid uptake inhibitors as novel antibacterial agents.
Antibiotic resistance is a major worldwide concern, and new drugs with mechanistically novel modes of action are urgently needed. Here, we report the structure-based drug design, synthesis, and evaluation in vitro and in cellular systems of sialic acid derivatives able to inhibit the bacterial sialic acid symporter SiaT. We designed and synthesized 21 sialic acid derivatives and screened their affinity for SiaT by a thermal shift assay and elucidated the inhibitory mechanism through binding thermodynamics, computational methods, and inhibitory kinetic studies. The most potent compounds, which have a 180-fold higher affinity compared to the natural substrate, were tested in bacterial growth assays and indicate bacterial growth delay in methicillin-resistant Staphylococcus aureus. This study represents the first example and a promising lead in developing sialic acid uptake inhibitors as novel antibacterial agents.
Antibiotic resistance
is an increasing worldwide concern, and developing
new classes of antibiotics is of paramount importance.[1] Sialic acids are a family of cell surface carbohydrates
of which 5-N-acetyl neuraminic acid (Neu5Ac, Figure a) is the most abundant
member, followed by 5-N-glycolyl neuraminic acid
(Neu5Gc).[2] These carbohydrates are found
at the terminal position of glycans of all cell types and are, therefore,
widely distributed.[3] Because of their prominent
localization on the cell membrane, sialic acids mediate a broad set
of interactions and, consequently, functions.[4−7] Bacteria are generally not able
to biosynthesize sialic acid and thus rely on harvesting host-derived
sialic acids, which are used as a source of carbon and nitrogen and
for immunoevasion (Figure b).[8] In the latter process, bacteria
sialylate their cell surface glycoconjugates, thus avoiding immunorecognition,
an immuneevasion mechanism also known as “molecular mimicry”.[9] Bacterial sialic acid uptake is enabled by four
transporter families (Figure c):[10] the ATP-binding cassette,[11,12] the tripartite ATP-independent periplasmic,[13,14] the major facilitator superfamily,[15] and
the sodium solute symporter (SSS).[16]
Figure 1
(A) Neu5Ac,
the most abundant sialic acid in humans. (B) Catabolic
pathway and molecular mimicry: the two different pathways employed
by bacteria after sialic acid uptake. (C)Four known bacterial sialic
acid transporter systems.
(A) Neu5Ac,
the most abundant sialic acid in humans. (B) Catabolic
pathway and molecular mimicry: the two different pathways employed
by bacteria after sialic acid uptake. (C)Four known bacterial sialic
acid transporter systems.Bacteria display usually one, but sometimes also combinations of
these transporters.[17] Disrupting the genes
that encode bacterial sialic acid transporters impairs the growth
of pathogenic bacteria strains such as Salmonella enterica serovar Typhimurium, Clostridioides difficile, and Escherichia coli, when using
in vivo mouse models.[18,19] The reduction of lipooligosaccharide
sialylation via the inhibition of sialyltransferases in Haemophilus influenzae also leads to reduced serum
resistance.[20] Because humans biosynthesize
Neu5Ac and have dedicated transport proteins that share little homology
with the bacterial transporters, the risk of off-target effects is
diminished.[10] Therefore, the inhibition
of sialic acid uptake represents a mechanistically novel approach
toward the development of new antibacterial drugs.[21]We hypothesize that the SSS family of SiaT transporters
from Proteus mirabilis (PmSiaT) and Staphylococcus
aureus (SaSiaT) are suitable model target transporters
for inhibitor discovery efforts. SiaTs are present in problematic
pathogens and the PmSiaT protein-substrate structure has recently
been published,[16] as well as a model of
the SaSiaT, based on the PmSiaT structure.[21] Furthermore, SiaT transporters are the only bacterial sialic acid
transporters whose genes are widely distributed in both Gram-positive
and Gram-negative bacteria, thus representing an attractive starting
point for the development of broad-spectrum antibacterial agents.[16,17]The relevance of the study also depends on the significance
of
the target bacteria. S. aureus is a
Gram-positive pathogenic bacterium and a major world-wide concern
due to the rise of methicillin-resistant S. aureus (MRSA) strains. MRSA infections require treatment with second or
third line antibiotics and are associated with a high mortality rate.[1,22] The death toll associated with MRSA infection is estimated to be
more than 7000 and 10,000 in Europe and the United States, respectively.[23,24]P. mirabilis is a Gram-negative pathogenic
bacterium that is associated with between 1 and 10% of all the urinary
tract infections.[25]P. mirabilis has also developed resistance to several classes of antibiotics,
complicating treatments.[26]Here,
we report the structure-based design, synthesis, and biological
evaluations of a library of sialic acid derivatives targeting bacterial
transporter systems. The initial biological screening led to the identification
of promising hit compounds that were found to have nM affinity for
PmSiaT and SaSiaT. These compounds inhibited Neu5Ac uptake in a competitive
proteoliposome assay and delayed the bacterial growth of S. aureus.
Results and Discussion
Design and Synthesis of
SiaT Inhibitors
We first identified
chemical diversity, chemical accessibility, and synthetic feasibility
as important factors in the design process. Hence, the design and
synthesis focused on sialic acid derivatives with single modifications
in different positions of the natural substrate to build a reliable
structure–activity relationship. Based on the PmSiaT crystal
structure (pdb ID 5NV9)[16] and the SaSiaT homology model in complexes
with Neu5Ac,[21] we identified 4-OH, 5-NHAc,
and 9-OH as promising and accessible sites for derivatization. As
shown in Figure ,
4-OH points toward the opening of the outward facing PmSiaT binding
site, thus allowing for the introduction of larger substituents. This
outward facing portion of the SiaTs is also referred to as the outer
hydrophobic gate[16] and is built up of hydrophobic
residues such as Ile62, Ile67, Phe78, Phe243, Phe458, and Phe459 (Figure ). The 5-NHAc is
in close proximity to Phe243 in PmSiaT and Asn244 in SaSiaT and both
these residues may be targeted for additional interactions. Similarly,
9-OH is engaged in a hydrogen bond with Gln82 and Asn83 for PmSiaT
and SaSiaT, respectively, and we hypothesized that inhibitors engaging
in such interactions may display enhanced affinities.
Figure 2
PmSiaT (green) and SaSiaT
(blue) binding Neu5Ac, outside view of
the two transporters. The binding sites are enlarged to display all
the relevant residues and the differences between the two proteins.
Positions 4, 5, and 9 of Neu5Ac are highlighted in pale red. The H-bond
between 9-OH and Gln82 and Asp83, for PmSiaT and SaSiaT, respectively,
is shown as a dashed line.
Figure 4
Representative
MD snapshots at 195 ns of: (A) compound 3a; (B) compound 3e; and (C) compound 3f in
complex with PmSiaT (pdb ID 5NV9). The bromo to Ser66 backbone carbonyl contact for
compound 3f is indicated with a turquoise dashed line
in panel (C).
PmSiaT (green) and SaSiaT
(blue) binding Neu5Ac, outside view of
the two transporters. The binding sites are enlarged to display all
the relevant residues and the differences between the two proteins.
Positions 4, 5, and 9 of Neu5Ac are highlighted in pale red. The H-bond
between 9-OH and Gln82 and Asp83, for PmSiaT and SaSiaT, respectively,
is shown as a dashed line.The known intermediates 1,[27]4,[28] and 7(29) were used as starting points for derivatizations
(Figure a). Furthermore,
the known compounds 2-deoxy-2,3-didehydro-N-acetylneuraminic
acid (DANA, 9) and 5-azidoacetamido-3,5-dideoxy-d-glycero-α-galacto-non-2-ulopyranosonate (Neu5Az, 6h) were tested.[30,31] Benzylations of 4-OH were achieved
with silver oxide and tetrabutylammonium iodide (TBAI) catalysis,[32] which allowed regioselective 4-O-benzylation, although in moderate yields. The 5-N derivatives were obtained through selective acylation with acyl
chlorides and triethylamine (TEA). The 9-C derivatives
were obtained by nucleophilic substitution of the corresponding 9-tosylate
(7). All the compounds were deprotected, either through
acidic or basic hydrolysis.
Figure 3
(A) General reaction conditions. (i) ArCH2Br, Ag2O, TBAI, and dry ACN; (ii) LiOH at r.t,
followed by Amberlyst
15 H+ form at 100 °C in ACN-H2O; (iii)
RCOCl, TEA, dry MeOH, and 0 °C; (iv) Amberlyst 15 H+ form, ACN-H2O 100 °C; (v) Nu in dimethylformamide
or ACN, followed by either acidic (Amberlyst 15 H+ form,
H2O, 95 °C) or basic (NaOH or LiOH) hydrolysis. (B)
nanoDSF results for all the synthesized compounds. The ΔTm reported are given in °C and relative
to Neu5Ac. Therefore, compounds with a positive ΔTm indicate a thermal stabilization greater than Neu5Ac,
while negative ΔTm is associated
with a smaller one. Compounds displaying ΔTm values in the range of the control experiments (i.e.,
<−2.0 °C for PmSiaT and <−5 °C for SaSiaT)
are to be considered nonbinders. All the experiments were performed
in triplicates (n = 3) and the error bars represent
±s.d.
(A) General reaction conditions. (i) ArCH2Br, Ag2O, TBAI, and dry ACN; (ii) LiOH at r.t,
followed by Amberlyst
15 H+ form at 100 °C in ACN-H2O; (iii)
RCOCl, TEA, dry MeOH, and 0 °C; (iv) Amberlyst 15 H+ form, ACN-H2O 100 °C; (v) Nu in dimethylformamide
or ACN, followed by either acidic (Amberlyst 15 H+ form,
H2O, 95 °C) or basic (NaOH or LiOH) hydrolysis. (B)
nanoDSF results for all the synthesized compounds. The ΔTm reported are given in °C and relative
to Neu5Ac. Therefore, compounds with a positive ΔTm indicate a thermal stabilization greater than Neu5Ac,
while negative ΔTm is associated
with a smaller one. Compounds displaying ΔTm values in the range of the control experiments (i.e.,
<−2.0 °C for PmSiaT and <−5 °C for SaSiaT)
are to be considered nonbinders. All the experiments were performed
in triplicates (n = 3) and the error bars represent
±s.d.
Inhibitor Binding Screening
Nano-differential scanning
fluorimetry (nanoDSF) is a high-throughput method that relies on the
thermal stabilization of the folded protein state by a bound ligand.[33] Usually, higher denaturation temperatures correlate
with higher affinity of the inhibitor for the target protein.[34] The evaluation of compounds 3a–f, 6a–h, and 8a–g for interactions
with PmSiaT and SaSiaT revealed several compounds that induced significant
thermal shifts (ΔTm). The broad
differences in ΔTm allowed us to
identify inhibitors with enhanced binding affinity (Figure b). The 4-O-benzyl derivatives 3a–f generally have the largest
thermal stabilizations for both targets, whereas substitutions at
positions 5 and 9, that is, 6a–h and 8a–g, respectively, have weaker binding compared to Neu5Ac. Compound 3f stands out, revealing a ΔTm of 14.3 °C, by far the highest value for PmSiaT. The same degree
of thermal stabilization is not observed with SaSiaT, where the ΔTm of 3f is in line with the other
4-O-benzyl derivatives. In the 5-N series, the introduction of small polar substituents led to affinities
in the same range as Neu5Ac, that is, compounds 6f–h. Compounds 6a–e did not induce any thermal stabilization,
suggesting a reduced tolerability in terms of substituent size and
polarity on the 5-NHAc. Compound 8f, the 9-deoxy derivative
of Neu5Ac, showed a complete loss of affinity for both PmSiaT and
SaSiaT. Compounds 8c–e, that is, the 9-halogen
derivatives, displayed intermediate affinities for both targets, possibly
due to halogen bond formation and/or reduced desolvation penalties.
Binding Thermodynamic Analysis
The binding thermodynamic
analysis performed via isothermal titration calorimetry (ITC) provides
insights into dissociation constants (Kd) and the binding driving forces of compounds 3a, 3e, and 3f with PmSiaT and SaSiaT. The affinity
data are presented in Table and in line with the results from the nanoDSF screen. The
thermodynamic data are found in Table S4. For both transporters, we observed that the affinity enhancement
is largely entropically driven. The increase in the overall entropic
value is indicative of an increase in accessible conformational states
of the protein, the inhibitors and the solvating water molecules.[35] The fact that the proportion of the entropic
contribution is considerably large suggests that the observed thermodynamic
profiles may be the result of entropy–enthalpy transduction.[36] Compounds binding to the transporters may induce
a shift in the conformational landscape of the proteins, resulting
in a higher overall entropy. This interpretation is supported by the
fact that Neu5Ac binding to the SiaT transporters is known to promote
dramatic changes in the protein conformation, which subsequentially
lead to uptake.[16]
Table 1
Affinity
Dataa
PmSiaT
SaSiaT
compound
Kd (μM)
ΔTm (°C)
Ki (μM)
Kd (μM)
ΔTm (°C)
Ki (μM)
Neu5Ac
50 ± 4[16]
0
130 ± 35
0
3a
9.0 ± 3.2
4.8 ± 0.5
8.8 ± 2.7
4.9 ± 0.2
3e
6.2 ± 2.8
6.8 ± 0.9
9.9 ± 2.6
4.1 ± 2.1
5.8 ± 0.2
2.8 ± 0.5
3f
0.27 ± 0.14
14.4 ± 0.7
0.13 ± 0.04
15.7 ± 7.3
2.6 ± 0.7
53.6 ± 11.1
ITC dissociation
(Kd, μM), thermal shift changes
(ΔTm, °C), and proteoliposome
assay inhibitory constants
(Ki, μM) of compounds 3a, 3e, and 3f. The results are mean of at
least three independent experiments (n ≥ 3).
ITC dissociation
(Kd, μM), thermal shift changes
(ΔTm, °C), and proteoliposome
assay inhibitory constants
(Ki, μM) of compounds 3a, 3e, and 3f. The results are mean of at
least three independent experiments (n ≥ 3).We hypothesize that our compounds
bind the target but do not restrain
the system to the specific conformation that would lead to uptake.
Molecular Dynamics Simulations of SiaT in Complex with Inhibitors
To investigate possible inhibitor–protein interactions contributing
to the affinity-enhancing effect of the 4-O-benzyl
moieties, we performed 200 ns molecular dynamics simulations of Neu5Ac
and compounds 3a, 3e, and 3f in complexes with PmSiaT and SaSiaT. Briefly, starting complexes
for compounds 3a, 3e, and 3f were built by adding the benzyl groups to the 4-O of Neu5Ac in the PmSiaT X-ray structure (pdb ID 5NV9)[16] and the SaSiaT homology model,[21] respectively. The four simulations with the PmSiaT complexes all
converged to stable protein conformations and inhibitor poses in which
Neu5Ac and the Neu5Ac part of 3a, 3e, and 3f remained essentially in the same position as the Neu5Ac
complex X-ray structure (Figure S1a–d). The simulations with SaSiaT revealed unstable complexes (Figure S1e–h), probably due to unknown
shortcomings in the simulation setup or the requirement of a further
refined homology model. Nevertheless, the stable PmSiaT complexes
lead to a plausible hypothesis into why 3a, 3e, and 3f have increased affinity for PmSiaT over Neu5Ac.
Regardless of the starting pose, the benzyl moieties of 3a, 3e, and 3f extended during the entire
200 ns of the simulations into the hydrophobic gate, interacting with
phenylalanine and isoleucine side chains (Figure a–c). Although the unsubstituted benzyl of compound 3a appeared to form less distinct interactions with the isoleucine
and phenylalanine side chains of the hydrophobic gate and thus sampled
several different poses (Figure a), the 3,5-dibromobenzyl group of 3f showed
distinct interactions and excellent shape complementarity in the hydrophobic
gate pocket between Ile62, Ile67, Phe243, Phe458, and Phe459 (Figure c). Compound 3e showed more specific interactions than 3a but
not as distinct as 3f (Figure b). We also observed narrower dihedral angle
distributions of the three C4–O4–CH2–phenyl
bonds in compound 3f compared to 3a and 3e (Figure S2). Bromination, as
in compound 3f, generally increases the hydrophobic character
that may lead to more favorable desolvation upon binding, which may
in turn, at least partly, explain the high affinity of this compound.
Furthermore, one bromo substituent is approaching halogen bonding
contact (3–4 Å) with the Ser66 backbone amide carbonyl,
which may also contribute to the affinity (Figures c and S3).Representative
MD snapshots at 195 ns of: (A) compound 3a; (B) compound 3e; and (C) compound 3f in
complex with PmSiaT (pdb ID 5NV9). The bromo to Ser66 backbone carbonyl contact for
compound 3f is indicated with a turquoise dashed line
in panel (C).
Inhibition of Neu5Ac Uptake
in a Proteoliposome Assay
To gain further insights into the
molecular mechanisms, we investigated
the direct effects of compounds 3e and 3f on the transport activity in proteoliposomes reconstituted with
PmSiaT and SaSiaT. A kinetic analysis was performed by measuring the
concentration-dependent uptake of [3H]Neu5Ac in the presence
of two different concentrations of the inhibitors 3f (Figure a,c) or 3e (Figure b,d). The
data were analyzed using the Lineweaver–Burk plot, which indicated
that the two molecules act as competitive inhibitors.
Figure 5
Kinetic analysis of the
inhibition of recombinant SiaT from P. mirabilis (A,B) and S. aureus (C,D) reconstituted
in proteoliposomes and [3H]Neu5Ac
efflux in proteoliposomes (E,F). (a–d) Data were plotted according
to Lineweaver–Burk as a reciprocal transport rate vs reciprocal
Neu5Ac concentration. The transport rate was measured, in 5 min, by
adding [H] Neu5Ac at the indicated concentrations
to proteoliposomes containing 20 mM K+-gluconate in the
presence of valinomycin as described in the Supporting Information. [(A,B) P. mirabilis SiaT]; (A) compound 3f 0.25 μM (●) or
0.75 μM (□) was added in comparison to samples without
inhibitor (○). (B) Compound 3e 12 μM (●)
or 40 μM (□) was added in comparison to samples without
an inhibitor (○). [(C,D) S. aureus SiaT]. (C) Compound 3f 80 μM (●) or 200
μM (□) was added in comparison to samples without an
inhibitor (○). (D) Compound 3e 5 μM (●)
or 12 μM (□) was added in comparison to samples without
an inhibitor (○). Results are mean ± s.d. from four independent
experiments (n = 4). In (E), the efflux of [3H]Neu5Ac was measured from proteoliposomes harboring PmSiaT
in the absence of external substrate (○), or in the presence
of 0.1 mM of external Neu5Ac (■) or 0.1 mM compound 3e (□) or 0.1 mM compound 3f (●) at the
indicated times. In (F), the efflux of [3H]Neu5Ac was measured
from proteoliposomes harboring SaSiaT in the absence of an external
substrate (○), or in the presence of 0.1 mM of external Neu5Ac
(■) or 0.1 mM compound 3e (□) or 0.1 mM
compound 3f (●) at the indicated times. Data are
calculated as the percent of residual activity with respect to the
control sample (efflux time zero). The results are the means ±
s.d. of three independent experiments.
Kinetic analysis of the
inhibition of recombinant SiaT from P. mirabilis (A,B) and S. aureus (C,D) reconstituted
in proteoliposomes and [3H]Neu5Ac
efflux in proteoliposomes (E,F). (a–d) Data were plotted according
to Lineweaver–Burk as a reciprocal transport rate vs reciprocal
Neu5Ac concentration. The transport rate was measured, in 5 min, by
adding [H] Neu5Ac at the indicated concentrations
to proteoliposomes containing 20 mM K+-gluconate in the
presence of valinomycin as described in the Supporting Information. [(A,B) P. mirabilis SiaT]; (A) compound 3f 0.25 μM (●) or
0.75 μM (□) was added in comparison to samples without
inhibitor (○). (B) Compound 3e 12 μM (●)
or 40 μM (□) was added in comparison to samples without
an inhibitor (○). [(C,D) S. aureus SiaT]. (C) Compound 3f 80 μM (●) or 200
μM (□) was added in comparison to samples without an
inhibitor (○). (D) Compound 3e 5 μM (●)
or 12 μM (□) was added in comparison to samples without
an inhibitor (○). Results are mean ± s.d. from four independent
experiments (n = 4). In (E), the efflux of [3H]Neu5Ac was measured from proteoliposomes harboring PmSiaT
in the absence of external substrate (○), or in the presence
of 0.1 mM of external Neu5Ac (■) or 0.1 mM compound 3e (□) or 0.1 mM compound 3f (●) at the
indicated times. In (F), the efflux of [3H]Neu5Ac was measured
from proteoliposomes harboring SaSiaT in the absence of an external
substrate (○), or in the presence of 0.1 mM of external Neu5Ac
(■) or 0.1 mM compound 3e (□) or 0.1 mM
compound 3f (●) at the indicated times. Data are
calculated as the percent of residual activity with respect to the
control sample (efflux time zero). The results are the means ±
s.d. of three independent experiments.The kinetic analysis allowed us to measure a Km of 7.5 ± 1.6 μM and a Vmax of 180 ± 56 nmol/mg protein/min for Neu5Ac for PmSiaT,
while for SaSiaT the respective values were 12.2 ± 2.2 μM
and 51 ± 9 nmol/mg protein/min. The inhibitory constants (Ki) for compounds 3e and 3f are presented in Table . The Ki of compound 3f was similar to the Kd from the ITC experiments.
All the other Kd and Ki values also correlated well, indicating excellent similarity
of the results across the different methods.
[3H]Neu5Ac Efflux
in the Proteoliposome Assay
Following the results on the
competitive type of inhibition, we sought
to investigate whether compounds 3e and 3f could induce a counter flow of [3H]Neu5Ac from proteoliposomes
harboring PmSiaT (Figure e) or SaSiaT (Figure f). Such experiments would tell us whether compounds 3e and 3f are inhibitors or substrates for PmSiaT
and SaSiaT. In the case of PmSiaT, compounds 3e and 3f did not cause any [3H]Neu5Ac efflux, whereas
Neu5Ac induced a slow but measurable counter flow of [3H]Neu5Ac (Figure e), when used at the same concentration.Unlike PmSiaT, compound 3e prompted [3H]Neu5Ac efflux from proteoliposomes
with SaSiaT to the same extent as Neu5Ac (Figure f). On the contrary, compound 3f elicited a negligible [3H]Neu5Ac efflux that was comparable
to that measured in the absence of externally added substrate. Taken
together, the abovementioned results suggest that compound 3e cannot be considered a substrate for PmSiaT, whereas it could be
a substrate for SaSiaT. On the contrary, compound 3f did
not induce any significant [3H]Neu5Ac efflux in either
target and is therefore not to be considered a substrate.
Inhibition
of Bacterial Growth
To investigate the efficacy
of compounds 3e and 3f in inhibiting the
uptake of Neu5Ac, bacterial growth assays were performed on a uropathogenic P. mirabilis strain HI4320 and a clinical HA-MRSA
isolate S. aureus strain COL. The goal
was to verify that compounds 3e and 3f alter
bacterial growth when grown on Neu5Ac as an additional carbon source.
Growth alteration would indicate Neu5Ac uptake impairment, thus validating
our approach.We first addressed whether these bacteria were
able to catabolize the inhibitors and potentially use them as a carbon
source for growth. Each strain was grown in carbon-limited defined
minimal media (MM), without any carbon source other than sodium citrate
for P. mirabilis and casamino acids
for S. aureus, and supplemented with 3e and 3f. Based on the obtained results, neither P. mirabilis nor S. aureus showed any increased growth compared to the control with only MM,
indicating no ability to catabolize the two compounds (Figure S4). With these promising results, bacterial
growth assays were performed in MM supplemented with Neu5Ac at a concentration
of 3.2 mM and with 0.5 mM of compounds 3e and 3f (Figure a,b). The
lag phase duration was determined as the time for the initial population
density to increase twofold (see the horizontal dashed lines in Figure a,b). The effects
were significant in the case of S. aureus, where a delayed growth of 4.4 and 9.4 h (P <
0.001) for compounds 3e and 3f, respectively,
was observed. In the case of P. mirabilis, compound 3e indicated a delay in growth (3 h, P = 0.06), while no effect was recorded for compound 3f.
Figure 6
Inhibition of bacterial growth. (A) P. mirabilis HI4320 grown in defined carbon-limited MM supplemented with Neu5Ac
(3.2 mM) and no inhibitor (dotted line), compound 3e (0.5
mM, solid line) and compound 3f (0.5 mM, dashed line).
(b) S. aureus COL grown in defined
carbon-limited MM supplemented with Neu5Ac (3.2 mM) and no inhibitor
(dotted line), compound 3e (0.5 mM, solid line) and compound 3f (0.5 mM, dashed line). Average values of five independent
biological replicates (n = 5) are presented, including
a total of 13 technical replicates are presented. The horizontal dashed
line indicates the end of the lag phase corresponding to the time
for the initial population density to increase twofold.
Inhibition of bacterial growth. (A) P. mirabilis HI4320 grown in defined carbon-limited MM supplemented with Neu5Ac
(3.2 mM) and no inhibitor (dotted line), compound 3e (0.5
mM, solid line) and compound 3f (0.5 mM, dashed line).
(b) S. aureus COL grown in defined
carbon-limited MM supplemented with Neu5Ac (3.2 mM) and no inhibitor
(dotted line), compound 3e (0.5 mM, solid line) and compound 3f (0.5 mM, dashed line). Average values of five independent
biological replicates (n = 5) are presented, including
a total of 13 technical replicates are presented. The horizontal dashed
line indicates the end of the lag phase corresponding to the time
for the initial population density to increase twofold.To further investigate bacterial growth inhibition, we employed
a model system of E. coli JW3193 ΔNanT
expressing the SaSiaT and PmSiaT transporters. We designed these experiments
to test if compounds 3e and 3f could inhibit
the Neu5Ac transport in vivo because, without an active sialic acid
transporter, E. coli JW3193 ΔNanT
cannot grow on Neu5Ac.[16,21] As shown in Figure S5, neither inhibitor seemed to alter bacterial growth
when grown on Neu5Ac.
Characterization of Physiochemical Properties
and Metabolic
Stability
Next, we investigated the physiochemical and absorption,
distribution, metabolism, and excretion (ADME) properties of compounds 3a, 3e, and 3f (Tables S5 and S6). In solubility screening, all the three
compounds had a solubility above 95 in 100 mM phosphate buffer, pH
7.4, including 1% dimethyl sulfoxide (DMSO). Hence, the solid solubility,
starting from a solid material, was tested up to 2000 μM. Here,
compounds 3a and 3e had a solubility above
2000 μM, whereas 3f had a solubility of 1630 μM.
The logD at pH 7.4 was below 0 for all three compounds (<−0.5
for compounds 3a and 3e). The metabolic
stability was tested in human, mouse, and rat liver microsomes where
all the three compounds showed intrinsic clearance Clint < 10 mL/min/mg protein, even though it was expected that the
benzyl group could affect the stability. Compounds 3a and 3e showed high plasma stability over 23 h in five
different species (100% recovery) and 3f showed the same
for mouse and rat plasma, but in human and dog plasma there was some
degradation (91 and 81% recovery, respectively) and in mini pig the
recovery was only 39%. The plasma protein binding by rapid equilibrium
dialysis (RED) showed a high free fraction (63–85%) for compounds 3a and 3e in the three different species tested
(human, mouse, and rat). Compound 3f was bound more to
the plasma proteins and had a 21–27% free fraction in the different
species. Overall, these features represent promising starting points
for further development of this class of molecules.
Discussion
Previous studies demonstrated that bacteria with knocked-down genes
for the sialic acid transporters showed impaired growth and infectivity.[18,19] Therefore, we embarked on finding small molecules able to inhibit
the bacterial sialic acid uptake.We designed and synthesized
21 sialic acid derivatives and screened
their affinity for PmSiaT and SaSiaT with a thermal shift assay. Among
all the compounds, we evaluated the three most promising inhibitors
with binding thermodynamic experiments and discovered that compound 3f exhibited a 180-fold affinity increase of binding for PmSiaT.
Compound 3e showed the highest affinity for SaSiaT, that
is, a 31-fold increase. Molecular dynamics simulations suggest that
the 4-O-benzyl moieties of compounds 3a, 3e, and 3f find poses near the hydrophobic
gate of the two SiaT proteins. Compound 3f finds ideal
fits of both the phenyl ring and the two bromo atoms in the P. mirabilis SiaT site, which may, at least partly,
explain the high affinity of compound 3f for this protein.
The affinity increase translates to target inhibition as verified
by the Ki values with the compounds acting
as competitive inhibitors in the proteoliposome studies. In addition,
by the efflux experiments, we demonstrated that compound 3f is not a substrate for either PmSiaT nor SaSiaT, while compound 3e might be a substrate for SaSiaT.From these observations,
we conclude that compounds mimicking the
natural substrate while containing large additional substituents cannot
be taken up by the dedicated transporters.[37,38] This is also strengthened by the thermodynamic data obtained from
ITC. The protein–inhibitor binding is associated with a large
entropic component that suggests an increase in the degrees of freedom
of the system. The large benzyl substituents of compounds 3e and 3f bind the target but seem to prevent the conformational
change of the protein that would lead to uptake.The bacterial
growth assays provide us with additional insights.
The studies conducted in defined carbon-limited MM show that the bacteria
are not able to use compounds 3e and 3f as
carbon sources to sustain their growth. Moreover, compounds 3e and 3f induce a delay in bacterial growth
to different extents, with the most pronounced results on S. aureus. The reasons for a time-based effect are
still unknown. The different inhibitory effects on the three bacteria
could be due to the different nature of their cell envelopes. S. aureus is a Gram-positive bacterium, thus lacking
the outer membrane that is present in Gram-negative bacteria, such
as P. mirabilis and E. coli. Gram-positive bacteria present a thick layer
of peptidoglycans, which is greatly reduced in Gram-negative bacteria.
These differences can account for the different effects observed in
the bacterial growth studies. We expected to observe the strongest
growth inhibition with compound 3f on P. mirabilis, which consistently displayed the best
affinity and inhibition in all the other experiments. The lack of
inhibition of compound 3f in vivo for P. mirabilis and E. coli could have several explanations. The compound might not pass the
outer membrane, or might be catabolized in the periplasmic space,
or for other reasons intrinsically bound to the nature of the Gram-negative
cell envelope.Despite the uncertainties in the P. mirabilis results, compounds 3e and 3f caused significant
growth delays for S. aureus in vivo,
thus validating the approach. Studies directed at assessing these
compounds using sialic acid as a sole carbon source rather than in
the carbon-limited MM would be instructive and will be investigated
in the future. Compounds 3a, 3e, and 3f possess physiochemical and ADME properties well suited
for further developments in the drug discovery process.In conclusion,
this study represents the first attempt to target
and block bacterial Neu5Ac uptake via the SiaT symporters in relevant
bacterial strains. Compounds 3e and 3f represent
promising leads toward the development of compounds with a new antibacterial
mode of action.
Methods
Synthesis of
Sialic Acid Derivatives
The synthetic
procedure and compound characterizations are presented in the Supporting Information.
nanoDSF
The melting
points of protein–inhibitor
complexes were measured on a Prometheus NT.48 instrument from NanoTemper
Technologies. Solutions containing the protein at 2 μM in phosphate
buffered saline with 0.0174% (w/v) dodecylmaltoside (DDM) and the
ligand at 1.25 mM were loaded onto standard capillaries by NanoTemper.
The temperature was increased from 25 to 95 °C at a ramp rate
of 1 °C/min. The fluorescence was recorded at 330 and 350 nm
and as a ratio of the two wavelengths.The intensity ratio and
its first derivative were calculated using manufacturer’s software
(PR.ThermControl, version 2.1.2). For PmSiaT, the clearest results
were found using the derivative of the 330/350 nm ratio (Figure S6 and Table S2). For SaSiaT, the 330/350 ratio did not give clear results, while
either single wavelength was significantly clearer (Figures S7–S9). The results shown in Table S3 are based on the derivative of 330 nm.
Isothermal
Titration Calorimetry
Isothermal titration
calorimetric experiments were performed on an ITC200 instrument (MicroCal,
Northampton, USA) at 25 °C using standard instrument settings
(reference power of 6 μcal s–1, stirring speed
of 750 rpm, feedback mode high, and filter period of 2 s). Protein
solutions were dialyzed against ITC buffer (50 mM Tris–HCl,
150 mM NaCl, with 0.0174% (w/v) DDM, pH 8.0 at 5 °C) prior to
the experiments, and all the samples were prepared using the dialysate
buffer to minimize dilution effects. Protein concentrations were determined
spectrophotometrically with the specific absorbance at 280 nm employing
an extinction coefficient of 76,445 mol–1 cm–1 for PmSiaT and 75,750 M–1 cm–1 for SaSiaT. The binding affinities of PmSiaT and
SaSiaT inhibitors in the μM range necessitated a low c titration
setup, which nevertheless allows for the reliable determination of
affinity, enthalpic, and entropic contributions.[39,40] In a typical experiment, a 0.3–1.0 mM inhibitor solution
was titrated to a solution containing 30–50 μM of PmSiaT
or 13–20 μM of SaSiaT to ensure >90% saturation. Baseline
correction, peak integration, and nonlinear regression analysis of
experimental data were performed using the NITPIC (version 1.2.2.)[41] and SEDPHAT (version 12.1b)[42] software packages. The stoichiometry parameter was manually
constrained to a value of 1. Experiments were performed in triplicate
and the 68% confidence intervals from global fitting of three experiments
were calculated as an estimate of the experimental error. All the
titration curves can be found in Figures S10–S15.
Reconstitution of SiaT from P. mirabilis and S. aureus in Proteoliposomes
The purified SiaT from P. mirabilis and S. aureus was reconstituted by
using the detergent removal procedure with the batchwise method previously
pointed out.[16,21] In brief, 2.5 μg or 5 μg
of P. mirabilis and S. aureus SiaT, respectively, were mixed with 120
μL 10% C12E8, 100 μL of 10% egg
yolk phospholipids (w/v, in the form of sonicated liposomes as previously
described),[43] 20 mM of K+-gluconate,
and 20 mM Hepes Tris pH 7.0 in a final volume of 700 μL. The
reconstitution mixture was incubated with 0.5 g Amberlite XAD-4 resin
under rotatory stirring (1200 rpm) at 25 °C for 40 min.[44] The amount of reconstituted protein was estimated
as previously described.[16]
Transport Measurements
and Transport Assay
For uptake
experiments, 600 μL of proteoliposomes were loaded onto a Sephadex
G-75 column (0.7 cm diameter × 15 cm height), pre-equilibrated
with 20 mM Hepes Tris pH 7.0 with 40 mM sucrose to balance the internal
osmolarity. Then, valinomycin (0.75 μg/mg phospholipid), prepared
in ethanol, was added to the eluted proteoliposomes to generate a
K+ diffusion potential, as previously described. After
10 s of incubation with valinomycin, the transport was started by
adding different concentrations of [3H]-Neu5Ac (as indicated
in the figures) to 100 μL proteoliposomes in the presence of
10 mM NaCl for P. mirabilis and 50
mM NaCl for S. aureus. For kinetic
measurement, the initial transport rate was measured by stopping the
reaction after 5 min, that is, within the initial linear range of
[3H]-Neu5Ac uptake into the proteoliposomes previously
described. For efflux measurements, proteoliposomes were preloaded
by incubation with [3H]-Neu5Ac (as indicated in the figures)
in the presence of 10 mM NaCl for P. mirabilis and 50 mM NaCl for S. aureus for
20 min. Efflux was started by adding 0.1 mM Neu5Ac or inhibitors to
the preloaded proteoliposomes. In both uptake and efflux experiments,
the transport assay was terminated by loading each proteoliposome
sample (100 μL) on a Sephadex G-75 column (0.6 cm diameter ×
8 cm height) to remove the external radioactivity. Proteoliposomes
were eluted with 1 mL of 50 mM NaCl and collected in a 4 mL of scintillation
mixture, vortexed and counted. As previously described, the radioactivity
taken up in controls performed with empty liposomes, that is, liposomes
without incorporated protein, was negligible with respect to the data
obtained with proteoliposomes, that is, liposomes with incorporated
protein. Data analysis was performed using Grafit software (version
5.0.13) using the Lineweaver–Burk plot for inhibition kinetics
determination. All the measurements are presented as the means ±
s.d. from four independent experiments.
Molecular Dynamics Simulations
Molecular dynamics simulations
were performed with the OPLS3 force field in Desmond (Schrödinger
Release 2020-4: Desmond Molecular Dynamics System, D. E. Shaw Research,
New York, NY, 2017; Maestro-Desmond Interoperability Tools, Schrödinger,
New York, NY, 2017) using default settings except for the length of
the simulation and the use of light harmonic constraints (1 kcal mol–1 Å–1) on all the helix backbone
atoms. Starting conformations of 3a, 3e,
and 3f in complex with the proteins were built by adding
the benzyl groups to O4 of Neu5Ac in the P. mirabilis and S. aureus SiaT X-ray structures
(pdb ID 5NV9)[16] and homology models,[21] respectively. The complexes were then subjected to 200
ns molecular dynamics simulations. Molecular images were generated
using PyMOL v1.7 (Schrodinger LLC).
Bacterial Strains
Two bacterial isolates were initially
used to evaluate the effect of inhibitors 3e and 3f on bacterial growth: S. aureus strain COL, a clinical HA-MRSA isolate,[45,46] and P. mirabilis strain HI4320, a
uropathogenic and prototypical representative isolate.[47,48]P. mirabilis was a gift from Melanie
M. Pearson, Ph.D., Mobley Research Laboratory, Department of Microbiology
and Immunology, University of Michigan Medical School. Both strains
were stored as glycerol stocks at −80 °C and resuscitated
at 37 °C for 16 to 18 h (overnight) by streaking on Tryptic Soy
Agar (Difco Laboratories, BD Diagnostic System, Pont-de-Claix, France)
for S. aureus and Luria Bertani (LB)
agar [low NaCl] (10 g/L tryptone, 5 g/L yeast extract, 0.5 g/L NaCl,
1.5% agar) (BD Difco, USA) for P. mirabilis prior to inoculation of pre-cultures preceding the growth assays.[49] Additionally, the pJ422-01 plasmid containing
the relevant SiaT or NanT gene was
transformed into the E. coli JW3193
ΔnanT strain as previously described.[21]
Pre-cultures for Bacterial Growth Assays
One discrete
colony of each strain was selected, transferred with a sterile plastic
loop (VWR International), and inoculated into a 50 mL Falcon tube
(Sarstedt, Nümbrecht, Germany) with 10 mL of nutrient-rich
general media: tryptic soy broth (TSB), BD Difco, USA) for S. aureus and LB [low NaCl] (10 g/L tryptone, 5 g/L
yeast extract, and 0.5 g/L NaCl) (BD Difco, USA) for P. mirabilis. The pre-cultures were grown overnight
in a rotating incubator (New Brunswick Scientific, Innova 40/40R Incubator
Shakers, Eppendorf AG, Hamburg, Germany) at 37 °C and 200 rpm
shaking for 18 ± 1 h. After overnight incubation and prior to
starting the bacterial growth assays, the pre-cultures were washed
thoroughly to remove the rich nutrient broth and secreted metabolites.
The pre-cultures were centrifuged (3220g, 10 min,
20 °C, 5810R table centrifuge, Eppendorf AG, Hamburg, Germany)
and the cell pellets were washed twice in 20 mL of 0.9% sterile NaCl
solution (Merck Millipore, Darmstadt, Germany) and finally re-suspended
by vortexing in 10 mL of 0.9% sterile NaCl solution. The optical density
(OD) of the washed pre-cultures was measured at 620 nm [ultraviolet
(UV)/visible spectrophotometer Ultrospec 2100 pro, GE Healthcare,
Little Chalfont, UK] and the adequate inoculum volume to obtain a
starting OD of 0.1 in 200 μL was calculated.
Bacterial Growth
Assays
Bacterial growth assays were
performed in 96-well microtiter plates (microtest plate, round base,
catalogue # 82.1582.001, Sarstedt, Germany) at a volume of 200 μL
per well. All the experimental samples were performed in defined carbon-limited
MM with a starting OD620 of 0.1. For S.
aureus, MM contained (NH4)2SO4 (7.5 mM), KH2PO4 (33 mM), K2HPO4 (60 mM), NaCl (11 mM), KCl (2 mM), casamino acids
(0.5%), and MgSO4 (0.1 mM), and the vitamins nicotinamide
(500 μg/L), thiamine (500 μg/L), pantothenate (500 μg/L),
and biotin (0.3 μg/L).[50] For P. mirabilis, MM contained 10.5 g/L K2HPO4, 4.5 g/L KH2PO4, 0.47 g/L sodium
citrate, 1 g/L (NH4)2SO4, 0.001%
nicotinic acid, and 1 mM MgSO4.[51] The following set of bacterial culture samples were analyzed for
each strain: MM (no carbon source supplemented); MM supplemented with
glucose (C6H12O6) [2 mg/mL] for S. aureus and glycerol (C3H8O3) [4 mg/mL] for P. mirabilis; MM supplemented with Neu5Ac (C11H19NO9) [1 mg/mL]; and MM supplemented with Neu5Ac [1 mg/mL] and
0.5 mM final concentration of either inhibitor 3e or 3f. An additional control in TSB or LB [low NaCl] serving
as a reference for optimal growth of the respective strain was included.
Blank controls included all types of media (MM; MM + glucose/glycerol/Neu5Ac;
TSB; and LB [low NaCl]) and the sterile ddH2O and 0.9%
sterile NaCl solution used for washing and preparing the samples.
The different final concentrations of carbon sources corresponded
to similar levels of carbon equivalents. The microtiter plate was
incubated for 48 h at 37 °C in a Multiskan FC using an incubator
microplate photometer (Catalog # 51119100, Thermo Scientific) and
growth was followed by OD620 measurements every 20 min
including a 10 s shaking step prior to each measurement. The experiments
were performed in five independent biological replicates (n = 5) for each strain, with three technical replicates
in experiments 1–3 and two technical replicates in experiments
4–5 (a total of 13 technical replicates). Results were calculated
and expressed as average values of the 13 technical replicates. The
lag phase duration was determined as the time for the initial population
density to increase twofold.[52−54] Also, compared using Student’s t-test with a two-tailed distribution and equal variance
in Microsoft Office Excel. Differences in the delay of growth were
considered significant at P < 0.05.
Growth of E. coli JW3193 ΔNanT
Expressing the SaSiaT and PmSiaT
Transporters
For the bacterial growth experiments, the pJ422-01
plasmid containing the relevant SiaT or NanT gene was transformed into the E. coli JW3193 ΔnanT strain.[21] Throughout the experiments, strains containing the pJ422-01 plasmid
were grown in media supplemented with 25 μg/mL Zeocin. E. coli BW25113, empty E. coli JW3193, and E. coli JW3193 with pJ422-01
containing the NanT gene were also used as controls.
Strains were initially plated out from glycerol stocks before a single
colony was picked and grown overnight in low salt LB media at 37 °C,
with shaking at 180 rpm. Overnight cultures were diluted to an OD600
of 0.05 using low salt LB [supplemented with 1 mM isopropyl β-d-1-thiogalactopyranoside (IPTG)], before they were incubated
at 37 °C, with shaking at 250 rpm, until they reached an OD600 of 0.3. At this point, 5 mL of each culture was centrifuged
at 6000g for 5 min at 25 °C. The supernatants
were removed and the cell pellets were resuspended in 5 mL of M9 MM
without glucose prior to being centrifuged again at 6000g for 5 min at 25 °C. This wash step was repeated twice more
before cells were resuspended to an OD600 of 0.5 in M9
MM without glucose. A Corning Costar Flat Bottom 96 Well TC-treated
microplate was set up with 180 μL of M9 MM containing 1 mM IPTG
(for the pJ422-01 strains) and either 5 mM glucose, 0.5 mM sialic
acid, and 0.5 mM sialic acid with 1 mM of either inhibitor, or 1 mM
of either inhibitor as a carbon source. To the 180 μL of media,
20 μL of each culture were added to the plate (OD600 of 0.05), before it was loaded into a FLUOstar Omega microplate
reader (BMG Labtech). Growth was recorded at 600 nm every 10 min at
37 °C, with shaking at 300 rpm. Growth curves represent the mean
and standard deviation of measurement from triplicate measurements
(glucose/no carbon source in duplicate).
Physiochemical Characterizations
Solubility
Screen
The compounds were dissolved in 10
mM DMSO solutions. The solubility was assessed by dilution in 0.1
M phosphate buffer pH 7.4 to a concentration of 100 μM. The
samples were equilibrated for 20–24 h, filtered (Millex LH
0.45 mM), and the solubility was determined by liquid chromatography
(LC)–UV–mass spectroscopy (MS) in the reported range
of 1–95 μM.
LogD pH 7.4
Distribution coefficients
between 1-octanol
and phosphate buffer pH 7.4 were determined with a shake flask method
with the LC–UV detection of the compound concentration in both
phases. The reported range was from −1 to +4.
Solid Solubility
The solubility starting from solid
materials was assessed and is presented in Table S5. The solid materials were dissolved in 0.1 M phosphate buffer
pH 7.4 at a concentration of 2000 μM and equilibrated for 20–24
h, filtered (Millex LH 0.45 mM), and the solubility was determined
by LC–UV in the reported range of 0.1–2000 μM.
Duplicate samples per compound.
In Vitro ADME Assays
Microsome
Stability in Liver Microsomes
The assay was
run in a 96-deep well format and solutions were prepared containing
microsomes in phosphate buffer. The microsomes employed were from
humans, rats, and mice. The reaction was initiated by addition of
NADPH after preincubation at 37 °C with test compounds. The reaction
was stopped by the addition of acetonitrile (ACN) at six time points
(0, 5, 10, 15, 25, and 45 min), the samples were centrifuged, and
the supernatant was diluted to determine the loss of compound by LC–MS/MS.
Two incubations per compound per species. For further details regarding
working concentrations, volumes, and final concentrations at incubation,
refer to the supplementary section (Table S6).
Plasma-Protein Binding Assay
The assay was run in a
deep well plate containing RED inserts with semipermeable dialysis
membranes. The reaction was started by adding the compounds to a blank
plasma in a 5 μM concentration. Opposite to the blank plasma
was a compartment containing isotonic sodium–phosphate buffer
(pH 7.2) separated from the plasma by the membrane. The plate was
equilibrated in a water bath at 37 °C for 4 h. Samples from both
the plasma and the buffer side were matrix compensated before protein
precipitation. The samples were centrifuged, and the supernatants
were diluted and analyzed by LC–MS/MS to determine the % unbound
compound. Two incubations per compound per species.
Plasma Stability
Assay
The reaction was started by
the addition of the compound to blank plasma in LC vials after preincubation
at 37 °C. The initial compound concentration was 1 μM.
The reaction was stopped by the addition of ACN at seven time points
(0, 0.5, 1, 2, 4, 6, and 23 h). Time point 0 h was about 15–20
s after spiking the plasma with the compound. The samples were centrifuged
and the supernatant diluted and analyzed by LC–MS/MS to determine
the % of compound remaining relative to the initial concentration
of compound.
Authors: Rachel A North; Weixiao Y Wahlgren; Daniela M Remus; Mariafrancesca Scalise; Sarah A Kessans; Elin Dunevall; Elin Claesson; Tatiana P Soares da Costa; Matthew A Perugini; S Ramaswamy; Jane R Allison; Cesare Indiveri; Rosmarie Friemann; Renwick C J Dobson Journal: Front Chem Date: 2018-07-04 Impact factor: 5.221