200
S. Cho et al. / European Journal of Medicinal Chemistry 108 (2016) 188e202
formation. These results are consistent with a previous report
showing that the His185 residue in the active site of AaKDO8PS is
responsible for forming the substrate binding space [27].
occupied by the benzopyran ring of hyperin, which is consistent
with the epitope mapping results from STD experiments [Fig. 7(A)],
even though the STD values could not be easily converted to the
distance between the protein and ligand [Fig. 7(J)]. This result from
the docking experiments was also confirmed by competition data,
which indicated that hyperin competes with A5P for the ligand
binding site [Fig. 7(F)]. Although the sugar moiety of hyperin binds
to the PEP-subsite, according to the docking simulation results, it
was difficult to confirm these data by NMR experiments because
the protons of the sugar moiety could not be detected on the NMR
spectra.
According to docking simulations, MC181 and API share similar
binding HpKDO8PS modes, despite their different chemical struc-
tures (Fig. 8 and Supplementary material Fig. S4). MC181, through
hydrogen bonds and hydrophobic interactions, binds to and
broadly covers the PEP- and the A5P-subsites in HpKDO8PS. These
results were highly consistent with the results obtained from STD
competition experiments against PEP or A5P [Fig. 8(E) and (F)],
which showed a decline in the STD spectral intensities. The epitope
mapping results [Fig. 8(A)] were also consistent with the observed
distances between the compounds and enzyme, as shown in
Fig. 8(J). MC181 was also docked into EcKDO8PS and AaKDO8PS to
investigate whether it specifically binds to HpKDO8PS (Fig. 9). The
active sites are highly conserved, yet the catalytic channel rims of
the enzymes differ significantly [Fig. 9(A)], with HpKDO8PS having
a wider channel rim, which is consistent with the MC181 docking
results showing that MC181 binds well to the HpKDO8PS PEP- and
A5P-subsites. Conversely, due to their narrow channel rims, MC181
juts out from the active sites of EcKDO8PS and AaKDO8PS
[Fig. 9(B)]. Based on the results, MC181 can be considered a
promising scaffold for developing new antibiotics that specifically
act against H. pylori.
2
þ
2þ
The structures of HpKDO8PS in complex with Cd or PEP/Zn
HpKDO8PS-Cd and HpKDO8PS-PEP-Zn) [Fig. 2(C) and (D)] were
(
determined, and different hydrogen bond networks with water
molecules were observed within the active site. In particular, the
HpKDO8PS-PEP-Zn active site appeared rigid and therefore stabi-
lized via its complicated hydrogen bond network [Fig. 2(D)]. By
facilitating the condensation process, the water molecules in the
structures appear to be involved in the formation of a stable com-
plex between the protein and ligands. The idea of a protein-ligand
interaction mediated by water was supported by waterLOGSY-NMR
experiments [51].
2
þ
Interestingly, in these structures, HpKDO8PS binds to Zn and
Cd2 ions in distorted square pyramidal and octahedral geometries
þ
[
Fig. 3(A) and (B)], respectively, in contrast to the AaKDO8PS
2
þ
enzyme structure [29]. Moreover, in contrast with Cd , the ITC
data (Fig. 4) for Zn2 , the naturally occurring metal ion binding to
HpKDO8PS, did not fit to the single binding site isothermal model,
possibly for the following reasons: (i) multiple binding modes
þ
2
þ
could exist during the equilibration process between Zn
and
HpKDO8PS; (ii) inevitable interactions could occur with the buffer;
or (iii) metal ion precipitation could generate heat [52] (data not
2
þ
shown). The DSF data supported the idea that Cd
enhances
2
þ
HpKDO8PS thermostability to a greater degree than Zn (Fig. 5).
According to Krosky and colleagues, the Kcat value increases by
approximately 2-fold, and the A5P K
imately 6.5-fold upon replacement of the Zn ion by Cd in Zn
bound HpKDO8PS [19]. Consistently, our metal coordination results
m
value decreases by approx-
2þ
2þ
2þ
-
2
þ
2þ
indicated that the metal geometries of Cd and Zn could affect
enzyme activity. Indeed, the properties of metal ions as Lewis acids
play a particularly important role in biology: metal ions can activate
coordinated ligands for reactivity by affecting either bond length,
The interactions observed for MC181 involved both hydrophobic
and hydrophilic binding modes, whereas hyperin primarily inter-
acted with HpKDO8PS via hydrophilic interactions. Furthermore,
the compound docking results provided clues for the modification
of these inhibitors. Hyperin and avicularin are derivatives of quer-
cetin, representing a typical subclass of flavonoids [54], which have
been reported to exert various biological effects, including anti-
microbial, antihypertensive, neuroprotective, and chemoprotective
effects [54e56]. Among those biological activities, the antimicro-
bial effect is supported by the interactions between HpKDO8PS and
these compounds (hyperin [57,58] and avicularin [59]).
2
þ
bond angles, or coordination site number [53]. In HpKDO8PS, Cd
2
þ
may favor a more ideal coordination than Zn for the enzymatic
reaction.
To date, only a few inhibitors of KDO8PS have been reported
(Supplementary material Fig. S2), all of which were designed to
mimic the intermediate form of the condensation reaction between
A5P and PEP, and the lack of known ligands has limited the use of
conventional ligand-based screening methods to identify novel
KDO8PS inhibitors. Instead, structural information for the crystal
structure of HpKDO8PS determined for the first time in our present
study was utilized to identify novel scaffolds that specifically bind
to HpKDO8PS using structure-based virtual screening.
5. Conclusions
This step-wise virtual screening approach successfully identi-
fied three novel chemotypes (avicularin, hyperin, and MC181) as
HpKDO8PS inhibitors. To the best of our knowledge, this is the first
in silico study on the identification of novel KDO8PS inhibitors. For
comparison, an API-based 3D similarity search against the same in-
house database was conducted using the SurflexSim program [36].
Notably, three active compounds that directly bind to HpKDO8PS
were highly ranked in the output of Surflex-Dock scoring (docking
ranks ranged from 16 to 21), and the ranking was significantly
lower when they were docked into EcKDO8PS and AaKDO8PS,
suggesting that the compounds may specifically bind to HpKDO8PS.
However, a simple 3D similarity search failed to select the most
active compounds (similarity ranks ranged from 77 to 146), as
shown in the Supplementary material Table S2. Taken together, the
results demonstrated that the virtual screening approach was
successful for the discovery of novel KDO8PS inhibitors.
Due to increased resistance to antibiotics and the gastrointes-
tinal side effects of conventional multiple therapy, the develop-
ment of new anti-H. pylori drugs is urgently needed. The LPS
synthesis pathway is considered to be a target for developing an-
tibiotics against H. pylori, and HpKDO8PS is an essential enzyme
that catalyzes the condensation of A5P and PEP to generate KDO8P,
the precursor of LPS biosynthesis. The current study provides in-
formation of HpKDO8PS crystal structures, and among 21 possible
ligands generated via in silico virtual screening, the capacity of 3
compounds to bind to HpKDO8PS was demonstrated through STD
and waterLOGSY experiments. It is expected that this study will
provide a basis for the design of new and selective HpKDO8PS
inhibitors.
Author contributions
The HpKDO8PS binding modes of hyperin and MC181 were
investigated using STD-NMR experiments and docking simulations.
According to the docking results, the A5P-subsite is spatially
B.L. conceived this project and designed the experiments, S.C.
contributed to the protein purification, site-directed mutagenesis,
CD spectroscopy, ITC experiments. S.C., H.I., and H.Y. performed the