Piermichele Kobauri1, Nicole S Galenkamp2, Albert M Schulte1, Jisk de Vries1, Nadja A Simeth1,3, Giovanni Maglia2, Sebastian Thallmair4,5, Dušan Kolarski1,6, Wiktor Szymanski1,7, Ben L Feringa1. 1. Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands. 2. Groningen Biomolecular Science and Biotechnology Institute, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands. 3. Institute for Organic and Biomolecular Chemistry, University of Goettingen, Tammannstr. 2, 37077 Göttingen, Germany. 4. Groningen Biomolecular Sciences and Biotechnology Institute and Zernike Institute for Advanced Materials, University of Groningen, Nijenborgh 7, 9747 AG Groningen, The Netherlands. 5. Frankfurt Institute for Advanced Studies, Ruth-Moufang-Straße 1, 60438 Frankfurt am Main, Germany. 6. DWI-Leibniz Institut für interaktive Materialien e.V., RWTH Aachen University, Forckenbeckstraße 50, 52074 Aachen, Germany. 7. Department of Radiology, Medical Imaging Center, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands.
Abstract
Photopharmacology uses light to regulate the biological activity of drugs. This precise control is obtained through the incorporation of molecular photoswitches into bioactive molecules. A major challenge for photopharmacology is the rational design of photoswitchable drugs that show light-induced activation. Computer-aided drug design is an attractive approach toward more effective, targeted design. Herein, we critically evaluated different structure-based approaches for photopharmacology with Escherichia coli dihydrofolate reductase (eDHFR) as a case study. Through the iterative examination of our hypotheses, we progressively tuned the design of azobenzene-based, photoswitchable eDHFR inhibitors in five design-make-switch-test-analyze cycles. Targeting a hydrophobic subpocket of the enzyme and a specific salt bridge only with the thermally metastable cis-isomer emerged as the most promising design strategy. We identified three inhibitors that could be activated upon irradiation and reached potencies in the low-nanomolar range. Above all, this systematic study provided valuable insights for future endeavors toward rational photopharmacology.
Photopharmacology uses light to regulate the biological activity of drugs. This precise control is obtained through the incorporation of molecular photoswitches into bioactive molecules. A major challenge for photopharmacology is the rational design of photoswitchable drugs that show light-induced activation. Computer-aided drug design is an attractive approach toward more effective, targeted design. Herein, we critically evaluated different structure-based approaches for photopharmacology with Escherichia coli dihydrofolate reductase (eDHFR) as a case study. Through the iterative examination of our hypotheses, we progressively tuned the design of azobenzene-based, photoswitchable eDHFR inhibitors in five design-make-switch-test-analyze cycles. Targeting a hydrophobic subpocket of the enzyme and a specific salt bridge only with the thermally metastable cis-isomer emerged as the most promising design strategy. We identified three inhibitors that could be activated upon irradiation and reached potencies in the low-nanomolar range. Above all, this systematic study provided valuable insights for future endeavors toward rational photopharmacology.
Photopharmacology
takes advantage of light-responsive molecular
tools to achieve photocontrol over the potency of bioactive molecules,
with the goal of improving the selectivity profile of drugs.[1−6] A combination of suitable photochemistry and synthetic accessibility
makes azobenzene currently the most commonly used photoswitch in photopharmacology.[5] Upon irradiation with light of wavelength λ1, azobenzene undergoes photochemical isomerization from the
thermally stable trans-isomer to the metastable cis-isomer (Figure A). The photoswitch then isomerizes back to the trans-isomer by thermal relaxation or by irradiation with light of wavelength
λ2.[5] The distinctive geometrical
and electronic differences between the isomers are exploited for the
regulation of the potency of the drug.[1−6]
Figure 1
(A)
Main features of a photoswitchable drug, employing azobenzene
as a representative photoswitch. Irradiation with light at wavelength
λ1 or λ2 induces trans-to-cis or subsequent cis-to-trans photoisomerization until a PSD is reached. The photochemical
stability of the drug is analyzed via repeated cycles of irradiation.
(B) Molecular structure and predicted binding mode of TMP to eDHFR
(PDB ID: 3DAU).[13] (C) While previous work[8] applied the azo-extension strategy, the current
study focuses on iterative structure-based drug design with a photopharmacological
adaptation of the DMTA cycle. All IC50 values were obtained
in this work (ns: not significant; P: P value). Extra sum-of-squares F test was used for statistical analysis.
(A)
Main features of a photoswitchable drug, employing azobenzene
as a representative photoswitch. Irradiation with light at wavelength
λ1 or λ2 induces trans-to-cis or subsequent cis-to-trans photoisomerization until a PSD is reached. The photochemical
stability of the drug is analyzed via repeated cycles of irradiation.
(B) Molecular structure and predicted binding mode of TMP to eDHFR
(PDB ID: 3DAU).[13] (C) While previous work[8] applied the azo-extension strategy, the current
study focuses on iterative structure-based drug design with a photopharmacological
adaptation of the DMTA cycle. All IC50 values were obtained
in this work (ns: not significant; P: P value). Extra sum-of-squares F test was used for statistical analysis.Among other possible future uses, photopharmacology
has appeared
as an exciting, unconventional strategy to tackle poor selectivity
in antibacterial therapies.[7−11] Similarly to the majority of applications,[12] the ideal scenario for light-controlled antibiotics would require
low or no potency of the thermally stable isomer of the drug, while
irradiation should result in its activation (“cis-on”, Figure A).[8] Currently, one of the biggest challenges
in photopharmacology is the rational, informed design of cis-on photoswitchable drugs with a large difference in potency between
the isomers.Due to the strongly interdisciplinary nature of
the field, the
molecular design of photopharmacological agents lies at the intersection
of organic synthesis, photochemistry, chemical biology, and medicinal
chemistry. The resulting challenges go beyond typical drug design:
One has to design two forms, guided by the structures of known switches,
and maximize their difference in potency, aiming at a higher activity
of the metastable state. Concurrently, other properties need to be
optimized (Figure A): the irradiation wavelengths that promote photoisomerization (toward
the visible/NIR part of the electromagnetic spectrum for better tissue
penetration and lower toxicity[12,14,15]); the photostationary state distribution (PSD), which quantifies
the enrichment of a specific isomer under irradiation at a specific
wavelength; and the photochemical stability and the thermal half-life
of the metastable isomer.[12] Finally, if
the design comes from the modification of existing molecules, the
alteration of the original pharmacological properties should be kept
at a minimum. In a nutshell, photopharmacology needs to examine classical
medicinal chemistry considerations[6] through
the lenses of photochemistry,[3,12] and vice versa.Going beyond trial-and-error approaches, rational design in photopharmacology
can take two forms: azo-extension and azologization.[2] In the first approach, an azobenzene is appended to the
drug core after structure–activity relationships (SAR) evaluations.
In the second approach, bioisosteres of azobenzene (“azosteres”)
are identified and substituted.[16] Nevertheless,
these methods often lead to “trans-on”
ligands[17] as well as less predictable outcomes.A partial solution for the rational design of cis-on photoswitchable drugs is provided by the azologization of cisoid azosteres, that is, moieties that are geometrically
and electrostatically similar to cis-azobenzene:[18] Azologization of cis-stilbene
in combretastatin A-4,[19]N-methylbenzilaniline in methotrexate,[20,21] benzophenone
in a CRY1 activator,[22] and biaryl sulfonamide
in kinase, phospholipase and histone deacetylase inhibitors[18,23] resulted in cis-on ligands. Very recently, the
atypical azologization of an adamantyl group has been reported in
the design of a photoswitchable cannabinoid receptor ligand.[24] However, most drugs do not feature cisoid substructures that can be substituted, thus highlighting the need
for a strategy with a broader utility.A more general approach
is the application of structure-based drug
design, which is a mature technique in drug discovery.[25,26] This method would broaden the scope of rational design in photopharmacology,
because it can be applied not only to targets with resolved structures
but also to other targets via homology modeling.[27] Such an approach has been gaining momentum also in photopharmacology
in recent years, resulting in different applications for modeling:
computer-assisted design[18,22,28] and a posteriori rationalization of the observed
results.[29−32] However, proper structure-based design[33,34] (analysis of substitutions, reiterated cycles of design-test) is
still an underexplored pathway in small-molecule-based approaches
to regulating biological activity with light.Here, we compared
and evaluated different strategies for rational
design in photopharmacology taking Escherichia coli dihydrofolate reductase (eDHFR), a relevant drug target for antibiotics,
as a model case. Starting from the concept of design–make–test–analyze
(DMTA) cycles[35] common in early stage drug
discovery efforts, we conducted several cycles of iterative rational
design, synthesis, photochemical characterization, biological evaluation,
and thorough analysis of results (design–make–switch–test–analyze,
DMSTA). At every stage, the main goal was the design of cis-on photoswitchable antibiotics with enhanced difference in potency
between the isomers.
Results and Discussion
Target and Approach
The ubiquitous enzyme dihydrofolate
reductase (DHFR) uses NADPH as a cofactor to catalyze the reduction
of dihydrofolate to tetrahydrofolate, which is an important cofactor
for the biosynthesis of DNA bases and amino acids. The inhibition
of this enzyme blocks cell division, synthesis, and repair of DNA/RNA
and protein synthesis in rapidly proliferating cells of different
organisms.[36] Widely used DHFR inhibitors
include methotrexate, a long-standing chemotherapeutic agent that
targets human DHFR,[37] and trimethoprim
(TMP, Figure B), a
broad-spectrum antimicrobial mainly used to treat urinary tract infections.[38] DHFR is a highly suitable target for structure-based
drug design, because it is a small (∼18 kDa), well-characterized
enzyme with >6000 deposited PDB structures. For example, the DHFR
inhibitor iclaprim, currently under clinical trials,[39] was discovered through computer-aided design.[40] Moreover, modulating DHFR activity with light
has seen promising results in previous studies.[8,20,21]In pioneering efforts toward light-controlled
antimicrobial agents, our group developed three photoswitchable TMP
conjugates that displayed from 2- to 8-fold differences in antibacterial
activity (Figure C).[8] Since these compounds had been tested only for
their minimal inhibitory concentration (MIC) values, we characterized
their inhibition of eDHFR as a first step for the rational improvement
of the design. Computational studies suggested that the different
isomers would bind to the enzyme but with no relevant differences
(Figures S81–S83). The azobenzene
part of the inhibitors was predicted to be highly solvent-exposed
and flexible, thus providing only transient, nonspecific interactions.
These predicted properties were confirmed by inhibition assays showing
that the compounds were indeed potent eDHFR inhibitors, although no
significant differences between the photoisomers were observed (Supporting Information (SI), Section S3.2). These
initial results are in accordance with the known tolerance of long
linkers in the para position of the trimethoxyphenyl
ring of TMP.[41] Furthermore, they indicate
that the observed differences in antibacterial activities might arise
from other coexisting mechanisms (e.g., different accumulation in
bacteria), as recently suggested by our follow-up study of resistance
development against the best candidate.[42] Furthermore, a cheminformatics analysis of key physicochemical parameters
revealed that these TMP derivatives have molecular weights and calculated
log Ps outside of the drug-like ranges (SI, Section S5.3). Overall, despite being responsive
to visible light, these previously designed compounds still offer
major room for improvement and are an attractive starting point for
structure-based design in photopharmacology.The focus of our
current work is the hypothesis-driven design of
photoswitchable eDHFR inhibitors, through structure- and photochemistry-based,
rational strategies for hit discovery and hit-to-lead optimization
(Figure C). Each cycle
started with computer-assisted design, namely performing induced fit
docking[43] (IFD) to incorporate some enzyme
flexibility, followed by three replicas of 100 ns molecular dynamics
(MD) simulations. The IFD results were visually inspected in detail,
while docking scores were not considered in our analysis. Despite
their popularity, docking scores have been optimized to discriminate
only between binding and nonbinding compounds in vast libraries, and
they should always be supported by other selection criteria (e.g.,
ligand strain, interactions with key residues).[44] Docking scores are rough and inaccurate estimations of
binding affinities,[45] and it has been suggested
that visual inspection of docking poses can outperform simple evaluations
of docking scores.[46] Moreover, our computational
protocol enabled us to assess ligand stability (root-mean-square deviation,
RMSD) and the persistence of specific interactions over time[47] as well as to compute useful descriptors such
as solvent accessible surface area (SASA).[48] Second, the compounds were synthesized and fully characterized (1H NMR, 13C NMR, HRMS, Scheme and SI). Next,
UV–vis and 1H NMR spectroscopies were used to investigate
their photochemical properties in DMSO and eDHFR assay buffer, that
is, optimal photoisomerization wavelengths λ1 and
λ2, PSD, and fatigue upon multiple photoisomerization
cycles in the presence of the reducing agent glutathione (GSH). Additionally,
the thermal half-life of the metastable isomer was determined in DMSO
and aqueous buffer at 25 and 37 °C. The key hypothesis behind
each approach was then evaluated by in vitro and in cellulo pharmacological characterization of eDHFR inhibition
and antibacterial activity against Escherichia coli mutant strain CS1562. Finally, we analyzed computational and experimental
data to generate insights and inspire the working hypothesis for the
next step in the iterative cycle.
Scheme 1
General Synthetic Strategies for Compounds 1–15
For complete synthetic
details
(numbers for intermediate compounds, R substituents) see SI, section S1.
General Synthetic Strategies for Compounds 1–15
For complete synthetic
details
(numbers for intermediate compounds, R substituents) see SI, section S1.
Hit Discovery:
Ensuring the Hydrogen-Bond Network only in the cis State
It has been argued that developing a
photoswitchable ligand starting from a photoswitchable hit might lead
to larger differences in activity, in comparison to the attachment
of a photoswitch in peripheral regions of an optimized ligand.[6] In particular, the inclusion of a photoresponsive
unit in the pharmacophore, that is, an intrinsic photoswitch, should
have more critical effects on binding.[18] We tested this design principle by incorporating the azobenzene
in a crucial position, that is, very close to the 2,4-diaminopyrimidine
head (Figure ). The
hydrogen bonds between this ring, Asp27, and the peptide backbone
carbonyl groups of Ile5 and Ile94 of eDHFR mimic the enzyme–substrate
interactions[49] and are essential for the
molecular recognition of TMP (Figure B; docking poses in agreement with the recently published
structure of a TMP-eDHFR complex,[49] see Figure S78). As an example, photocaging one of
the amino groups proved to be an effective strategy for irreversible
photocontrol of TMP binding to eDHFR.[41] Considering the angle of the methylene bridge in TMP, the introduction
of a linear and stiff trans-azobenzene should cause
steric clashes of the ligand with the enzyme and the disruption of
the above-mentioned hydrogen-bond network (Figure A). On the other hand, the bent geometry
of cis-azobenzene would allow a better accommodation
of the pyrimidine head and result in higher affinities. A related
principle has been successfully applied to the azologization of methotrexate
both in bacterial[20] and human DHFR.[21]
Figure 2
First design. (A) Design hypothesis: The diaminopyrimidine
head
can form its hydrogen-bond network with the DHFR protein (yellow dashed
lines) only upon photoisomerization. The 3D visualization is obtained
from IFD poses of trans- (cyan) and cis-4 (magenta) into eDHFR (PDB ID: 3DAU). (B) Overview of
molecular structures (linker shown in orange) and IC50 values
of inhibitors 1–5. (C) Photochemical
and pharmacological evaluation of compound 3. Top left:
UV–vis spectra (20 μM, 1% DMSO in eDHFR assay buffer)
at the thermal equilibrium (light blue), PSS420nm (dark
blue) and PSS340nm (red). Doughnut charts of the respective
PSDs in DMSO-d6 (2 mM). Top right: Repeated
photoisomerization with λ = 340 and 420 nm light (20 μM,
1% DMSO in eDHFR assay buffer, 10 mM GSH). Bottom left: Dose–response
curves against eDHFR before and after irradiation with λ = 340
nm. Bottom right: IFD poses of trans- (cyan) and cis-3 (magenta) into eDHFR.
First design. (A) Design hypothesis: The diaminopyrimidine
head
can form its hydrogen-bond network with the DHFR protein (yellow dashed
lines) only upon photoisomerization. The 3D visualization is obtained
from IFD poses of trans- (cyan) and cis-4 (magenta) into eDHFR (PDB ID: 3DAU). (B) Overview of
molecular structures (linker shown in orange) and IC50 values
of inhibitors 1–5. (C) Photochemical
and pharmacological evaluation of compound 3. Top left:
UV–vis spectra (20 μM, 1% DMSO in eDHFR assay buffer)
at the thermal equilibrium (light blue), PSS420nm (dark
blue) and PSS340nm (red). Doughnut charts of the respective
PSDs in DMSO-d6 (2 mM). Top right: Repeated
photoisomerization with λ = 340 and 420 nm light (20 μM,
1% DMSO in eDHFR assay buffer, 10 mM GSH). Bottom left: Dose–response
curves against eDHFR before and after irradiation with λ = 340
nm. Bottom right: IFD poses of trans- (cyan) and cis-3 (magenta) into eDHFR.To test this hypothesis, we screened linkers of different
lengths
(no linker, phenyl and phenylacetylene linker)[50] between the pharmacophore and the azobenzene (Figure B). For synthetic
accessibility, we did not introduce substituents at the azobenzene
moiety at this stage. The decision was supported by a previous report,
which showed that a TMP analogue with an unsubstituted outer ring
lost some potency, yet still retained low nanomolar activity (IC50 values ranging from 2 to 160 nM).[51]Starting from TMP, the most straightforward design was the
substitution
of the methylene bridge with an azo bond. Here, the photoswitching
unit was included directly in the pharmacophore. Modeling studies
suggested that both isomers of compound 1 could fit the
binding pocket, because of their small structural change (Figure S86). In the second design, we increased
the distance between the azobenzene and the pyrimidine head with a
phenyl linker (resembling pyrimethamine), exploring both para and meta substitution patterns. IFD and MD calculations
indicated that compound 2 would engage in a hydrogen-bond
network only in the cis form (Figure S87), while compound 3 showed negligible
differences in predicted binding behaviors (Figures C and S88). Finally,
we further extended the linear region with a longer phenylacetylene
linker. Related structures have only been studied as inhibitors of
protozoal DHFR,[50] thus we decided to explore
the activity of this linker on eDHFR. Both meta-
and para-substituted azobenzene were computationally
predicted to fit, with negligible differences between the isomers.Compound 1 was obtained in one step by a challenging
azo coupling, albeit with very low yields, adapting a published procedure
(Schemes and S1).[52] For the single-bond
and the acetylenic series, iodination of 2,4-diaminopyrimidine at
the position 5 provided a common intermediate (compound S1) that could be subjected to Suzuki or Sonogashira cross-coupling,
respectively (Scheme ; for the synthesis of all intermediates and final compounds, see
the Experimental Section and SI, Section S1). Next, compounds 1–5 were photochemically characterized (Figures S1–20). As an illustrative example, photoisomerization
of 3 was achieved with λ1 = 340 nm and
λ2 = 420 nm in eDHFR assay buffer (Figure C), reaching a PSD in DMSO-d6 of 82% cis and 60% trans, respectively. The compound showed no sign of fatigue
after repeated cycles of irradiation in the presence of 10 mM GSH,
which represents the reducing environment that is typically found
in cells (Figure C).[53]To determine their inhibitory potency,
we performed a colorimetric
assay on compounds 1–5 in their dark-adapted
and irradiated states (see Experimental Section and SI for details). Compounds 1, 2, and 4 did not show considerable
activity up to 10 μM (Figure B). The azopyrimidine derivative 1 was
inactive, probably due to the lack of methoxy substituents on the
outer ring, in addition to the fact that the overall structure of
the TMP has been modified by replacing the methylene bridge with an
azo bond. However, the cis-isomer of this compound
showed an extremely short lifetime (t1/2 = 10 s in eDHFR buffer at 25 °C, Figure S3), which would hinder any applications. Molecules 2 and 4 appeared to be too elongated and stiff to bind
in either isomer form, although 2 had emerged as the
most promising design from IFD calculations (Figure S87). On the other hand, derivatives bearing a meta-substituted azobenzene inhibited eDHFR with no significant difference
between the two forms. In particular, we observed that compound 5, which featured the longer phenylacetylene linker, showed
low inhibition (dark IC50 = 5.3 μM and light IC50 = 2.6 μM), while compound 3 with the
phenyl spacer showed satisfactory activities (dark IC50 = 280 nM and light IC50 = 710 nM, Figure C).The bioactivity data indicated
that derivatives with a
phenylacetylene linker had lower potency. A re-examination of the
MD simulations provided another possible explanation for the discrepancies
between computational predictions and experimental results. To engage
in the key hydrogen bonds with Asp27, Ile5, and Ile94, the alkyne
linker of both isomers of compounds 4 and 5 had to deviate from its flat, linear geometry throughout the simulations
(Figures S90 and S92). Such unusual torsional
strains are known to lead to lower binding affinities.[54]Nevertheless, the isomer-specific formation
of the hydrogen bonds
between the 2,4-diaminopyrimidine head and Asp27, Ile5, and Ile94
was not a sufficiently high driving force for a large difference in
potency between the isomers. Our photoswitchable inhibitors had similar
affinities in both forms: either none of them displayed binding or
both did. We also verified the binding contribution of the 2,4-diaminopyrimidine
head, which fell in the range of activity for small fragments (IC50 = 0.36 mM, see SI, Section S3.2).
The design approach investigated here appears to give better results
when applied to larger structures, as in the case of the azologization
of methotrexate.[20,21] When the photoswitching unit
is incorporated in the middle of an extended structure, the geometrical
change is more substantial. In contrast, TMP is much smaller and proved
not to be suitable. Moreover, we did not apply azologization strictly,
but rather aimed at the binding modulation of the TMP pharmacophore.
As a result, it turned out to be extremely challenging to pursue de novo photopharmacology, that is, to find a structurally
novel photoswitchable hit compound and build up activity from there.
However, the results presented in this section also provided a key
insight, insofar that the space in the meta position
needs to be explored with the next design hypothesis.
Hit Discovery: meta-Substituted Biaryl Scaffolds
as cisoid Azosteres
Inspired by the structure
of propargyl-linked antifolates (PLAs) with high potency against eDHFR,[55] we envisioned that the bent geometry of this
linker could exploit the available space. We hypothesized that meta-substituted biaryl systems are cisoid azosteres for para-substituted azobenzenes (Figure A), in agreement
with one reported example.[56] To test this
hypothesis, we designed two photoswitchable inhibitors with both para- and meta-substituted azobenzene (Figure B). For synthetic
convenience, we simplified the scaffold by removing the ethyl chain
on the pyrimidine ring. In addition, the design included one methoxy
group, which was predicted to occupy a similar region of the binding
pocket as the methoxy groups of TMP do (Figure S93). Methyl substitution at the benzylic position of these
antifolates was shown to be tolerated, and the position of the proximal
methoxy group could also be changed, retaining the high potency.[55] These considerations supported our design featuring
a disubstituted propargyl linker, which was necessary for synthetic
reasons to avoid the formation of allene side-product in the deprotection
of the trimethylsilyl alkyne.
Figure 3
Second design. (A) Design hypothesis: Azologization
of the biaryl
system in PLA can give a cis-on inhibitor. The 3D
visualization is obtained from IFD poses of PLA (green), trans- (cyan) and cis-6 (magenta) into eDHFR.
(B) Overview of molecular structures (linker shown in orange) and
IC50 values of inhibitors 6 and 7. (C) Photochemical and pharmacological evaluation of 6. Top left: UV–vis spectra (5 μM, 20% DMSO in eDHFR
assay buffer) at the thermal equilibrium (light blue), PSS420nm (dark blue), and PSS365nm (red). Doughnut charts of the
respective PSDs in DMSO-d6 (2 mM). Top
right: Dose–response curves against eDHFR before and after
irradiation with λ = 365 nm. Bottom left: Bacterial growth curves
of E. coli CS1562 at different concentrations of 6 before and after irradiation with λ = 365 nm. (* =
The concentration range was limited by solubility in LB medium.) Bottom
right: IFD poses of trans- (cyan) and cis-6 (magenta) into eDHFR (hydrophobic subpocket as gray
surface).
Second design. (A) Design hypothesis: Azologization
of the biaryl
system in PLA can give a cis-on inhibitor. The 3D
visualization is obtained from IFD poses of PLA (green), trans- (cyan) and cis-6 (magenta) into eDHFR.
(B) Overview of molecular structures (linker shown in orange) and
IC50 values of inhibitors 6 and 7. (C) Photochemical and pharmacological evaluation of 6. Top left: UV–vis spectra (5 μM, 20% DMSO in eDHFR
assay buffer) at the thermal equilibrium (light blue), PSS420nm (dark blue), and PSS365nm (red). Doughnut charts of the
respective PSDs in DMSO-d6 (2 mM). Top
right: Dose–response curves against eDHFR before and after
irradiation with λ = 365 nm. Bottom left: Bacterial growth curves
of E. coli CS1562 at different concentrations of 6 before and after irradiation with λ = 365 nm. (* =
The concentration range was limited by solubility in LB medium.) Bottom
right: IFD poses of trans- (cyan) and cis-6 (magenta) into eDHFR (hydrophobic subpocket as gray
surface).The alkynyl moiety was introduced
via the addition of lithium acetylide
to an acetyl group, followed by quenching with methyl iodide (Schemes and S2). Subsequently, Sonogashira coupling with
the iodopyrimidine intermediate S1 yielded the target
compounds. Although the synthesis route created a stereogenic center,
the racemic mixture was not resolved because the methyl configuration
at this benzylic position was previously shown to have limited influence
on eDHFR inhibition.[55]Photochemical
isomerization of compounds 6 and 7 was investigated
in eDHFR assay buffer, and, in spite of
decreased solubility (limited to 5 μM with 20% DMSO as an additive),
they revealed robust photoswitching in the presence of 10 mM GSH (Figures C and S26). Also, the thermal lifetimes were long enough
for the biological testing (t1/2 >
24h
at 25 and 37 °C, Figure S23 and S27). However, it must be noted that compound 6 displayed
a PSD365nm of 72% cis, and hence, the
irradiated sample contains significant amounts of the trans-isomer (Figure C).Both derivatives 6 and 7 achieved higher
potencies than the compounds 1–5 studied
in the first approach cycle. Here, the propargyl linker has a more
favorable geometry than the phenylacetylene linker (Figures S94 and S98), because it derives from an optimized
structure.[55] Supporting our hypothesis,
the photocontrol of inhibition caused opposite effects depending on
the substitution pattern on the azobenzene. UV irradiation with λ1 = 365 nm resulted in a promising 2-fold activation of compound 6, toggling between a dark IC50 of 370 nM to an
irradiated IC50 of 160 nM, while the light-induced changes
in potency were not significant for compound 7. These
observations suggest that meta-substituted biaryl
systems are better mimicked by para-substituted cis-azobenzenes. On the other hand, the meta-substituted trans-azobenzene of compound 7 perfectly overlaps with the biaryl moiety of PLA (Figure S97).Since compounds 6 and 7 displayed promising
eDHFR inhibition, we determined their antibacterial activities against E. coli CS1562 before and after irradiation with λ1 = 365 nm. Compound 6 maintained its cis-on activity, showing a > 2-fold difference in bacterial
growth inhibition (Figure C), with a MIC > 40 μM in the dark (the concentration
range was limited by solubility in LB medium) and 20 μM after
irradiation. Instead, compound 7 inhibited bacterial
growth equally in both forms, as its MIC of 20 μM was not affected
by the photoisomerization (Section S4).Since eDHFR inhibitor 6 displayed the desired cis-on behavior with promising enzymatic and antibacterial
activity, we selected it as our photopharmacological hit for further
optimization studies. Our findings at the end of the hit discovery
stage reinforce the common assumption in photopharmacology that greater
chances of success are associated with the rational modification of
optimized bioactive structures. Nevertheless, de novo design of a photoswitchable hit remains an underexplored approach
that holds great potential in spite of its intrinsic challenges.[1−4,6]Analysis of biological and
computational data suggested a correlation
between the binding affinity of the isomers and their solvent exposure.
When the lipophilic outer ring of azobenzene was solvent-exposed,
the isomer showed weaker inhibition. Conversely, we observed an increase
in potency to the submicromolar range when that outer ring formed
van der Waals interactions with the lipophilic subpocket formed by
Phe31, Leu28, Leu54, and Ile50 (Figures C, S95, S96, S99, and S100). This enzyme region has been targeted by the cyclopropyl
group of iclaprim (Figures S79 and 80).[40] Shape complementarity with these hydrophobic
residues seems to drive the encouraging photoinduced changes, which
were obtained notwithstanding the nonquantitative photoisomerization
of compound 6 upon irradiation with λ1 = 365 nm. Therefore, we aimed to address this weakness in the next
design round.
Hit-to-Lead: Cis-Enriched
PSD to Enhance Activation
As mentioned earlier, photopharmacological
design combines elements
of medicinal chemistry and photochemistry. The identification of the cis-on hit 6 prompted us to optimize it by
improving its photochemical properties.[12] Irradiation of this compound with λ1 = 365 nm light
resulted in a 2-fold gain in activity, although it only generated
a PSD of 72% cis. Thus, we reasoned that a higher
PSD could result in a more effective activation by light (Figure A). Two strategies
established in our earlier studies to increase the population of the
metastable isomer are the introduction of a para-methoxy
substituent[57,58] and the replacement of azobenzene
with azopyrazole (Figure B), which is known to give quantitative photoswitching in
both directions[59,60] as well as increased solubility.[61,62] Although azobenzene and azopyrazole have clear differences in shape
and electrostatics, nitrogen-containing aromatic heterocycles (pyridine,
imidazole) were shown to be tolerated in previous SAR studies.[55]
Figure 4
Third design. (A) Design hypothesis: Increasing PSD can
boost the
activation effect of irradiation. (B) Overview of molecular structures
(photochemistry-driven modifications shown in orange) and IC50 values of inhibitors 8 and 9. (C) Photochemical
and pharmacological evaluation of 8. Top left: UV–vis
spectra (5 μM, 50% DMSO in eDHFR assay buffer) at the thermal
equilibrium (light blue), PSS445nm (dark blue), and PSS365nm (red). Top right: Doughnut charts of PSDs in DMSO-d6 (2 mM). λ2 = 420 nm for 6 and λ2 = 445 nm for 8 and 9. Bottom left: Dose–response curves against eDHFR
before and after irradiation with λ = 365 nm. Bottom right:
Ligand RMSD from three replicas of 100 ns MD simulations of the protein–ligand
complex.
Third design. (A) Design hypothesis: Increasing PSD can
boost the
activation effect of irradiation. (B) Overview of molecular structures
(photochemistry-driven modifications shown in orange) and IC50 values of inhibitors 8 and 9. (C) Photochemical
and pharmacological evaluation of 8. Top left: UV–vis
spectra (5 μM, 50% DMSO in eDHFR assay buffer) at the thermal
equilibrium (light blue), PSS445nm (dark blue), and PSS365nm (red). Top right: Doughnut charts of PSDs in DMSO-d6 (2 mM). λ2 = 420 nm for 6 and λ2 = 445 nm for 8 and 9. Bottom left: Dose–response curves against eDHFR
before and after irradiation with λ = 365 nm. Bottom right:
Ligand RMSD from three replicas of 100 ns MD simulations of the protein–ligand
complex.To complicate further the intricate
relationship between drug design
and photochemical optimization in photopharmacology, it should be
mentioned that the para-methoxy group[63] and the trimethylpyrazole moiety[64] are hydrogen-bond acceptors that could potentially
engage in additional hydrogen bonds in the cis-isomer,
when pointing toward the binding pocket. However, MD simulations suggested
that they would not be able to form persistent interactions. In more
detail, we observed a high RMSD for the whole ligands, along with
a large RMS fluctuation (RMSF) of the ether oxygen and the pyrazole
nitrogen (Figures S103 and S105).In agreement with our expectations, the structural modifications
improved the PSDs of the series from 72% observed for compound 6 to > 95% recorded for compounds 8 and 9 (Figure C). However, an additional decrease in solubility for compound 8 required us to study its photoswitching behavior with a
5 μM solution in eDHFR assay buffer with 50% DMSO as an additive
(Figures C and S29–S32). On the other hand, the introduction
of an azopyrazole resulted in better aqueous solubility for compound 9 (Figures S33–S36).The biological activity results, however, did not support our design
hypothesis, as we found that a cis-enriched PSD was
not enough to promote a boost in eDHFR inhibition. A subtle drop in
potency was observed for derivative 8, whereas the azopyrazole
analogue 9 could be deactivated upon irradiation, thereby
additionally losing the desired cis-on character
(although the differences in IC50 were not significant,
see Figure B,C and SI Section S3.2). When evaluated for their antibacterial
properties, compounds 8 and 9 showed lower
potency against E. coli CS1562 than the parent compound 6. While 8 was completely inactive up to 80 μM, 9 did not display any light-dependent potency difference at
the tested concentrations (Figure S70).In an effort to rationalize the results and conceive the next hypothesis,
we reconsidered the MD simulations data. Both ligands showed high
flexibility in the binding pocket with a RMSD > 4 Å, a structural
feature which has been linked to lower inhibitory activities.[65] This mobility highlights the need to shift the
focus to isomer-specific stronger interactions that could lock the cis form in the active site of eDHFR.
Hit-to-Lead:
Salt Bridge Formed only by the cis Isomer
After scrutinizing the residues in the binding pocket,
we decided to seek a salt bridge with Arg57, by introducing a carboxylic
acid moiety into the structure of the photoswitchable inhibitors,
in a position that would enable only the cis isomer
to form the salt bridge (Figure A). This specific interaction is found in the binding
modes of the endogenous ligand dihydrofolate and of methotrexate and
has been exploited also by some PLAs.[66] Moreover, using one isomer to target a charge-assisted hydrogen
bond between a carboxylic acid and an arginine has been recently implemented
in photopharmacology.[67] However, targeting
a particular interaction with one of the two isomers is still an underexplored
approach for reversible photopharmacology.[24,68] We designed two compounds, exploring both meta and para substitution on the outer benzene ring (Figure B). We first evaluated our
hypothesis computationally, and IFD poses and subsequent MD simulations
suggested that compound 11 could engage in the desired
salt bridge only in the case of the cis-isomer (Figure A). On the other
hand, derivative 10 appeared able to interact with Arg57
with both isomers (Figures S106–S108), thus indicating that the cis-on activity might
be less probable.
Figure 5
Fourth design. (A) Design hypothesis: The salt bridge
between carboxylate
and Arg57 (yellow dashed lines) can be formed only in the cis form. The 3D visualization is obtained from IFD poses
of trans- (cyan) and cis-10 (magenta) into eDHFR. (B) Overview of molecular structures (exploration
of regioisomers shown in orange) and IC50 values of inhibitors 10 and 11. (C) Photochemical and pharmacological
evaluation of 11. Top left: UV–vis spectra (20
μM, 5% DMSO in eDHFR assay buffer) at the thermal equilibrium
(light blue), PSS420nm (dark blue), and PSS365nm (red). Doughnut charts of the respective PSDs in DMSO-d6 (2 mM). Top right: Repeated photoisomerization with
λ = 365 and 420 nm light (20 μM, 5% DMSO in eDHFR assay
buffer, 10 mM GSH). Bottom left: Dose–response curves against
eDHFR before and after irradiation with λ = 365 nm. Bottom right:
Violin plots of the distance between carboxylate and selected eDHFR
residues for trans- (blue) and cis-11 (red) throughout three replicas of 100 ns MD simulations
(5 Å threshold as green surface).
Fourth design. (A) Design hypothesis: The salt bridge
between carboxylate
and Arg57 (yellow dashed lines) can be formed only in the cis form. The 3D visualization is obtained from IFD poses
of trans- (cyan) and cis-10 (magenta) into eDHFR. (B) Overview of molecular structures (exploration
of regioisomers shown in orange) and IC50 values of inhibitors 10 and 11. (C) Photochemical and pharmacological
evaluation of 11. Top left: UV–vis spectra (20
μM, 5% DMSO in eDHFR assay buffer) at the thermal equilibrium
(light blue), PSS420nm (dark blue), and PSS365nm (red). Doughnut charts of the respective PSDs in DMSO-d6 (2 mM). Top right: Repeated photoisomerization with
λ = 365 and 420 nm light (20 μM, 5% DMSO in eDHFR assay
buffer, 10 mM GSH). Bottom left: Dose–response curves against
eDHFR before and after irradiation with λ = 365 nm. Bottom right:
Violin plots of the distance between carboxylate and selected eDHFR
residues for trans- (blue) and cis-11 (red) throughout three replicas of 100 ns MD simulations
(5 Å threshold as green surface).The photochemical characterization of compounds 10 and 11 was performed with smaller amounts of DMSO in
eDHFR buffer, because the ionizable carboxylic acid improved the aqueous
solubility of the compounds. This enhancement came at the cost of
the resistance to reduction, especially for 11 (Figure C).Gratifyingly,
compounds 10 and 11 were
determined to be potent eDHFR inhibitors, with IC50 values
in the 2-digit nanomolar range (Figure B). Compound 10 exhibited a significant
deactivation upon irradiation (dark IC50 of 24 nM against
an irradiated IC50 of 57 nM), in line with the modeling
observations. On the other hand, the difference in activity between
the isomers of 11 was not significant, making this potent
derivative more attractive for further fine-tuning toward a cis-on behavior.The in vitro light-dependent
potency that was
observed for compound 10 did not translate into a photocontrolled
antibacterial activity: Both forms completely inhibited bacterial
growth at 20 μM (SI Section S4).
Compound 11, on the contrary, showed a similar inhibition
pattern in the antibacterial assay, with a MIC value of 40 μM
both before and after irradiation with λ1 = 365 nm
light.The biological evaluation of the “interaction
in cis” hypothesis revealed that the differences
in
potency were not as we predicted by monitoring only the salt bridge
with Arg57. Re-examination of the MD trajectories suggested that an
explanation might be the simultaneous salt bridges formation of 10 and 11 with Arg52 and, to a lesser extent,
Lys32 (Figures C and S108). It is likely that these undesired interactions
are quite weak because those residues are more solvent-exposed than
Arg57 (Figures S110 and S116), while only
buried salt bridges contribute significantly to ligand affinities.[69] They are also more flexible (Figures S109 and S115), hence a higher entropy cost is associated
with the engagement in these interactions. However, these additional
contributions might be responsible for the unexpected light-controlled
behavior, together with the neglected desolvation costs of the carboxyl
acid moieties. In fact, the energetic gain of a salt bridge is often
compensated by desolvation penalties, which can cancel out the increase
in affinity of charge-assisted hydrogen bonds.[69] In our case, we decided to keep the carboxylic acid in
the next design hypothesis because it provided a notable boost in
activity.
Hit-to-Lead: Increased Hydrophobic Contacts in the cis Form
To conceive the final structure-based hypothesis,
we chose to merge the knowledge that was obtained from the design
ideas that gave the best outcomes. In the second hypothesis/stage,
hydrophobic interactions with the lipophilic subpocket emerged as
the driving force for the cis-on inhibition, even
though the ligands displayed high flexibility during MD studies due
to the solvent-exposed binding pocket. Evaluating the fourth hypothesis
revealed that the targeted salt bridge enhanced the potencies of the
new series, along with locking the outer ring in its bound conformation
(see low RMSD in Figures S106 and S112).
Therefore, we decided to combine these observations and use the acid-arginine
interaction as an anchoring point to enhance additional van der Waals
contacts with hydrophobic substituents only in the cis-isomer (Figure A).
Furthermore, we hypothesized that exposing these hydrophobic moieties
to the solvent should further penalize the trans-isomer
(Figure A).
Figure 6
Fifth design.
(A) Design hypothesis: Additional hydrophobic contacts
can be formed only with the cis isomer. The 3D visualization
is obtained from IFD poses of trans- (cyan) and cis-15 (magenta) into eDHFR (hydrophobic subpocket
as gray surface). (B) Overview of molecular structures (exploration
of regioisomers shown in orange) and IC50 values of inhibitors 12–15. (C) Photochemical and pharmacological
evaluation of 15. Top left: UV–vis spectra (20
μM, 1% DMSO in eDHFR assay buffer) at the thermal equilibrium
(light blue), PSS420nm (dark blue), and PSS365nm (red). Doughnut charts of the respective PSDs in DMSO-d6 (2 mM). Top right: Dose–response curves against
eDHFR before and after irradiation with λ = 365 nm. Bottom left:
Bacterial growth curves of E. coli CS1562 at different
concentrations of 15 before and after irradiation with
λ = 365 nm. Bottom right: Violin plots of the SASA of the lipophilic
subpocket for trans- (blue) and cis-15 (red) throughout three replicas of 100 ns MD simulations.
Fifth design.
(A) Design hypothesis: Additional hydrophobic contacts
can be formed only with the cis isomer. The 3D visualization
is obtained from IFD poses of trans- (cyan) and cis-15 (magenta) into eDHFR (hydrophobic subpocket
as gray surface). (B) Overview of molecular structures (exploration
of regioisomers shown in orange) and IC50 values of inhibitors 12–15. (C) Photochemical and pharmacological
evaluation of 15. Top left: UV–vis spectra (20
μM, 1% DMSO in eDHFR assay buffer) at the thermal equilibrium
(light blue), PSS420nm (dark blue), and PSS365nm (red). Doughnut charts of the respective PSDs in DMSO-d6 (2 mM). Top right: Dose–response curves against
eDHFR before and after irradiation with λ = 365 nm. Bottom left:
Bacterial growth curves of E. coli CS1562 at different
concentrations of 15 before and after irradiation with
λ = 365 nm. Bottom right: Violin plots of the SASA of the lipophilic
subpocket for trans- (blue) and cis-15 (red) throughout three replicas of 100 ns MD simulations.Starting from compounds 10 and 11, we
substituted the outer benzene ring with a methyl group or a chlorine
atom in meta or para positions.
The hydrophobic interactions can be formed with two different sides
of the lipophilic subpocket: Leu28 and Phe31 or Leu54 and Ile50. IFD
indicated that contacts with Leu28 and Phe31 were more favorable,
and MD simulations gave additional time-domain support to the hypothesis.
Both the lipophilic substituents and residues displayed a decrease
in SASA upon switching (Figures C, S121, S122, S126–S128, S132, S133, and S137–139).Photochemical evaluation
of compounds 12–15 revealed that
the addition of methyl and chlorine substituents
enhanced the resistance to reduction by GSH (Figures S46, S50, S54, and S58). We also observed an increase in PSD365nm compared to the parent compounds 10 and 11 (Figure S61). Furthermore, the
original solubility of compound 7 in eDHFR buffer was
improved with a substituent in ortho position to
the carboxylic acid, possibly able to disrupt the crystal packing
of the flat structure of trans-7.We established that the starting point for the optimization clearly
influenced the outcome of the design hypothesis, given that all photoswitchable
inhibitors retained high potencies against eDHFR (Figure B). When the hydrophobicity
hypothesis was tested on the trans-on compound 10 (i.e., analogues 12 and 13),
the approach gave less satisfactory results. In fact, 13 displayed no difference in activity between the isomers, while UV
irradiation caused a remarkable 5-fold increase in IC50 for 12. Conversely, modification of compound 11, which had no significant difference in activity between
the isomers, resulted in two cis-on ligands (i.e.,
analogues 14 and 15). Irradiation with λ1 = 365 nm light induced the desired photoactivation of both
derivatives, with a 2-fold increase in IC50. In the case
of 15, we observed a dark IC50 of 52 nM versus
an irradiated IC50 of 27 nM. To our delight, this 2-fold
activation was maintained for the antibacterial activity (Figure C), as the dark MIC
of 40 μM was successfully increased to 20 μM upon irradiation.
The biological results indicate that, when the binding pocket is solvent-exposed,
the photoisomerization of azobenzene can be used to toggle between
solvent exposure and burial of hydrophobic groups to induce differences
in activity upon irradiation. This final hypothesis, which combines
the insights obtained in the whole study presented herein, has also
provided the best design in terms of general potency and its difference
for the isomers, with the cis being more potent.
Conclusions and Outlook
We presented here a systematic investigation
of strategies inspired
by structure-based drug design and applied to photopharmacology. The
iterative design cycles of photoswitchable eDHFR inhibitors as a case
study culminated in three (6, 14, and 15) cis-on ligands with low-nanomolar potencies,
but especially gave precious insights that can serve as guidance for
future design efforts. We have shown that computational techniques
such as molecular docking and MD can offer hypothetical explanations
of effects observed experimentally and can be useful for repeated
DMSTA cycles. Obviously, structural biology methods would be more
accurate, although they are generally more costly and time-consuming.
Nevertheless, recent structural elucidations of the molecular recognition
of the metastable isomers[70−72] certainly have the potential
to stimulate further structure-based approaches in photopharmacology.
Qualitative analysis of docking and MD simulations (ligand strains,
specific interactions, SASA) can promote the pragmatic understanding
of biological results to guide the design of photopharmacological
agents. For this purpose, a significant statistical ensemble (three
replicas) and medium length (at least 100 ns) are recommended for
the MD simulations, as a trade-off between computational cost and
quality of the outcomes is necessary. These simulations are computationally
cheaper than free energy calculations, but they do not allow quantitative
predictions.[47]The application of
a structure-based approach instead of the more
straightforward azo-extension led to a more compact molecular structure
than that of the previous TMP conjugates (Figure C).[8] As a result,
we obtained compounds with physicochemical descriptors in better agreement
with the ChEMBL data set with antibacterial activity against E. coli and with inhibitory activity against eDHFR (see SI Section S5.3). In particular, our photoswitchable
antibiotics featured calculated log Ps < 3.5 and
molecular weights < 450 g/mol, whereas the best candidate of the
previous series (TCAT) had a log P of 7.3 and a molecular
weight of > 600 g/mol. This indirect physicochemical refinement
highlights
a crucial issue of the azo-extension strategy, that is, how to achieve
switching in aqueous environment facing the substantial increase in
lipophilicity and molecular weight that naturally stems from the attachment
of an azobenzene to an existing drug.[62] In response to such a tendency, we have shown that structure-based
optimization can help photopharmacology to obtain more elegant molecular
designs. Nevertheless, the above-mentioned improvements came at the
expense of the inhibitory potencies of our compounds, with the best
derivative (compound 15) being 1 order of magnitude less
potent than the previously reported TMP conjugates (Table S3).In this study, we evaluated the performance
of modeling predictions
as guiding tools for the design of cis-on photoswitchable
drugs. The isolated use of docking calculations and scores can lead
to inaccurate conclusions,[46] even more
so in photopharmacology. In fact, we believe that comparisons of docking
scores between the photoisomers of a compound should be avoided. On
the other hand, our workflow demonstrated that a combination of molecular
docking, MD simulations, and chemical intuition can create detailed
knowledge of drug-target interactions at the molecular level. When
the computer-aided predictions led to unexpected experimental results,
these were carefully analyzed by re-examining the simulations in order
to improve our subsequent hypotheses and our understanding of the
system. Although strictly speaking the computational data stay hypothetical
until structural data are collected, multiple iterations of DMSTA
cycles can build a certain degree of local consensus with useful practical
implications. In contrast to brute-force screenings that lead to serendipitous
findings and to photocontrolled “me-too” drugs, hypothesis-driven
drug design allows photopharmacology to go beyond trial-and-error
approaches, addressing multiparameter issues, and is able to provide
valuable insights for future endeavors.
Experimental
Section
Synthesis
General Remarks
All chemicals for
synthesis were obtained
from commercial suppliers (Sigma-Aldrich, Combi-blocks, and Boom)
and used as received, unless stated otherwise. Solvents used were
reagent grade for synthesis and technical grade for isolation if not
otherwise stated. Thin-layer chromatography was carried out on aluminum
sheets coated with silica gel 60 F254 (Merck). The developed chromatogram
was analyzed by UV lamp (254 nm) for the detection of components.
Alternatively, oxidative staining using aqueous basic potassium permanganate
solution (KMnO4) or aqueous acidic cerium phosphomolybdic
acid solution (Seebach’s stain) was used. Flash chromatography
was performed on silica gel (Screening devices B.V.) with a particle
size of 40–64 μM and a pore size of 60 Å or on Buchi
FlashPure silica columns (4–25 g, 40–63 μM, 60
Å) using a Buchi Reveleris X2 system. Preparative HPLC purification
was performed on a Shimadzu HPLC system with a Phenomenex Kinetex
5 μm EVO C18 100 Å column. Schemes and detailed characterization
data are reported in the Supporting Information (SI).
Analytical Procedures
Nuclear magnetic resonance (NMR)
spectra were recorded on an Agilent Technologies 400-MR (400/54 Premium
Shielded) spectrometer (400 MHz). All spectra were measured at room
temperature (22–24 °C). Chemical shifts for the specific
NMR spectra were reported relative to the residual solvent peak in
ppm (δH = 7.26 and δC = 77.16 for
CDCl3; δH = 2.49 and δC = 39.5 for DMSO-d6]. The multiplicities
of the signals are denoted by s (singlet), d (doublet), t (triplet),
q (quartet), m (multiplet), br (broad), app (apparent). All 13C NMR spectra are 1H-broadband decoupled. High-resolution
mass spectrometry was performed on a Thermo scientific LTQ Orbitrap
XL in positive (ACPI/ESI) or negative (ESI) mode. Melting point ranges
were determined on a Stuart analogue capillary melting point SMP11
apparatus. All compounds whose IC50 values were determined
had purities ≥95% (SI). Purities
were determined with a Thermo Ultimate 3000 QExactive Orbitrap instrument
(Thermo Scientific) equipped with a C18 column (Acquity UPLC BEH C18,
150 × 2.1 mm, 1.7 μm) and operating at 25 °C. The
injection volume of each sample in acetonitrile was 1 μL. The
flow rate of the mobile phases was 0.3 mL/min. The elution was carried
out using water containing 0.1% formic acid as mobile phase A and
acetonitrile as mobile phase B. Elution conditions: From 0 until 1
min, 95% phase A + 5% phase B; at 8 min, 40% phase A + 60% phase B;
from 10 until 11 min, 10% phase A + 90% phase B; from 12 until 17
min, 95% phase A + 5% phase B. Chromatograms were detected at 254
and 360 nm.
General Procedure for Baeyer–Mills
Reactions (A)
The aromatic nitroso compound (1.2 equiv) and
the aniline (1.0 equiv)
were dissolved in a minimal volume of AcOH/DCM (1:1, v/v). The mixture
was stirred at r.t. in absence of light for 3 d. The mixture was neutralized
with sat. aq. NaHCO3 and extracted with EtOAc. The organic
layer was washed with brine, and dried over MgSO4, and
the solvent was removed under reduced pressure. The crude product
was purified by flash chromatography.
General Procedure for Deprotections
of TMS-Acetylene (B)
The TMS-alkyne (1.0 equiv) was dissolved
in MeOH (0.1 M). K2CO3 (2.0 equiv) was added,
and the mixture was stirred
for 4 h at r.t. MeOH was removed under reduced pressure, and the residue
was dissolved in EtOAc. The organic layer was washed with sat. aq.
NH4Cl and brine and dried over MgSO4, and the
solvent was removed under reduced pressure. Unless stated otherwise,
the crude product was used directly in the next step without purification.
General Procedure for Sonogashira Couplings (C)
The
protocol was obtained by adapting a literature procedure.[50] To a flame-dried three-necked round-bottom flask
under N2 atmosphere, the terminal alkyne (1.1 equiv), compound S1 (1 equiv), Pd(PPh3)2Cl2 (0.08 equiv), CuI (0.05 equiv), and KOAc (10.0 equiv) were added.
After the solids were loaded, the flask was evacuated under vacuum
and flushed with N2 three times. Subsequently, the solids
were dissolved in dry DMF (0.1 M solution of alkyne). If the terminal
alkyne was an oil, it was separately dissolved in dry DMF under N2 and added at this stage. The reaction mixture was deoxygenated
by bubbling dry N2 through it for 10 min. The mixture was
stirred for 2 d at 55 °C, filtered over Celite, and diluted with
EtOAc. The organic layer was washed with sat. aq. NaHCO3 and brine and dried over MgSO4, and the solvent was removed
under reduced pressure. The crude product was purified by flash chromatography.
General Procedure for Nucleophilic Additions of TMS-Acetylene
Followed by Methylation (D)
In a flame-dried, three-necked
round-bottom flask under N2 atmosphere, trimethylsilylacetylene
(varying equiv) was dissolved in dry THF (0.1 M). The solution was
cooled to −78 °C with an acetone/liquid N2 bath,
and n-BuLi (1.6 M in hexanes, varying equiv) was
added dropwise. After stirring at −78 °C for 30 min, the
cooling bath was removed, and the mixture was stirred at r.t. for
1 h. Subsequently, a 0.2 M solution of the ketone (1.0 equiv) in dry
THF was added dropwise at −78 °C. The mixture was kept
at −78 °C for 3 h and then was allowed to reach −40
°C, and it was stirred for an additional 2 h. Then, iodomethane
(10 equiv) was added at −40 °C, and the solution was allowed
to reach r.t. overnight. The reaction mixture was neutralized with
sat. aq. NaHCO3 and diluted with EtOAc. The organic layer
was washed with sat. aq. NH4Cl and brine and dried over
MgSO4, and the solvent was removed under reduced pressure.
The crude product was purified by flash chromatography.
General Procedure
for Hydrolyses of Methyl Esters (E)
The methyl ester (1.0
equiv) was dissolved in MeOH and THF, then
LiOH (6.0 equiv) in water was added (THF/MeOH/H2O, 1:1.4:0.7,
v/v). The reaction mixture was stirred at 32 °C for 16 h. The
mixture was quenched with sat. aq. NH4Cl and extracted
with 15% isopropyl alcohol in EtOAc. The organic layer was washed
with brine and dried over Na2SO4, and the solvent
was removed under reduced pressure. The crude product was purified
by either flash chromatography or preparative HPLC.
5-Iodopyrimidine-2,4-diamine
(S1)
Prepared
following a literature procedure (see SI Section S1.2).[50]
Benzenediazonium
Tetrafluoroborate (S2)
Prepared following a
literature procedure (see SI Section S1.2).[73]
(E)-5-(Phenyldiazenyl)pyrimidine-2,4-diamine
(1)
Prepared adapting a literature procedure.[52] To an ice-cooled solution of 2,4-diaminopyrimidine
(0.20 g, 1.8 mmol) in acetate buffer NaOAc (pH 7, 15 mL), S2 (0.50 g, 2.7 mmol) was added in small portions, and the reaction
mixture was stirred overnight. The mixture was extracted with EtOAc
(3 × 20 mL), washed with brine (3 × 20 mL), and dried over
MgSO4, and the solvent was removed under reduced pressure.
The crude product was purified by flash chromatography (DCM/MeOH =
96:4, v/v) to afford 1 as a yellow solid (21.0 mg, 98
μmol, 5%). R:
0.30 (DCM/MeOH = 96:4, v/v). 1H NMR (400 MHz, DMSO-d6) δ 8.71 (br s, 1H), 8.49 (s, 1H), 7.77
(d, J = 7.5 Hz, 2H), 7.70 (br s, 1H), 7.49 (t, J = 7.5 Hz, 2H), 7.38 (t, J = 7.5 Hz, 1H),
6.97 (br s, 2H). 13C NMR (101 MHz, DMSO-d6) δ 162.7, 162.1, 155.6, 152.3, 129.2, 128.9, 124.3,
121.3. HRMS (ESI+) m/z calcd for [M + H]+ (C10H11N6+): 215.1040, found: 215.1038. Mp > 250 °C.
5-(4-Aminophenyl)pyrimidine-2,4-diamine (S3a)
In a flame-dried, three-necked round-bottom flask, under N2 atmosphere, S1 (0.48 g, 2.0 mmol), 4-aminophenylboronic
acid pinacol ester (0.40 g, 1.8 mmol), and anhydrous K2CO3 (0.51 g, 3.7 mmol) were added to a mixture of 1,4-dioxane
(5.0 mL), ethanol (1.5 mL) and water (3.3 mL). The reaction mixture
was deoxygenated by bubbling dry N2 through it for 20 min.
Subsequently, Pd(PPh3)4 (0.11 g, 91 μmol)
was added, and the reaction mixture was stirred and heated under reflux
at 95 °C. After 16 h, it was filtered over Celite and diluted
with EtOAc (10 mL) and water (10 mL). The phases were separated, and
the aqueous layer was extracted with EtOAc (3 × 10 mL). The organic
layer was washed with brine and dried over Na2SO4, and the solvent was removed under reduced pressure. The crude product
was purified by flash chromatography (DCM/MeOH/Et3N = 95:4:1,
v/v) to afford S3a as a brown solid (0.30 g, 1.5 mmol,
81%). R: 0.45 (DCM/MeOH/Et3N = 95:4:1, v/v). 1H NMR (400 MHz, DMSO-d6) δ 7.51 (s, 1H), 6.97 (AA′BB′,
2H), 6.60 (AA′BB′, 2H), 5.88 (br s, 4H), 5.12 (br s,
2H). 13C NMR (101 MHz, DMSO-d6) δ 161.7, 161.4, 154.4, 147.6, 129.0, 122.7, 114.2, 109.2.
HRMS (ESI+) m/z calcd
for [M + H]+ (C10H12N5+): 202.1087, found: 202.1085. Mp (dec.): 214 °C.
5-(3-Aminophenyl)pyrimidine-2,4-diamine (S3b)
In a flame-dried, three-necked round-bottom flask, under N2 atmosphere, S1 (0.48 g, 2.0 mmol), 3-aminophenylboronic
acid (0.25 g, 1.8 mmol) and anhydrous K2CO3 (0.51
g, 3.7 mmol) were added to a mixture of 1,4-dioxane (5.0 mL), ethanol
(1.5 mL) and water (3.3 mL). The reaction mixture was deoxygenated
by bubbling dry N2 through it for 20 min. Subsequently,
Pd(PPh3)4 (0.11 g, 91 μmol) was added,
and the reaction mixture was stirred while heated under reflux at
95 °C. After 16 h, it was filtered over Celite and diluted with
EtOAc (10 mL) and water (10 mL). The phases were separated, and the
aqueous layer was extracted with EtOAc (3 × 10 mL). The organic
layer was washed with brine and dried over Na2SO4, and the solvent was removed under reduced pressure. The crude product
was purified by flash chromatography (DCM/MeOH/Et3N = 95:4:1,
v/v) to afford S3b as a yellow solid (0.26 g, 1.3 mmol,
72%). R: 0.41 (DCM/MeOH/Et3N = 95:4:1, v/v). 1H NMR (400 MHz, DMSO-d6) δ 7.58 (s, 1H), 7.05 (t, J = 7.7 Hz, 1H), 6.54–6.49 (m, 2H), 6.46 (d, J = 7.7, 1H), 6.10 (br s, 4H), 5.17 (br s, 2H). 13C NMR
(101 MHz, DMSO-d6) δ 161.4, 161.2,
153.5, 136.1, 129.4, 115.7, 113.7, 112.6, 109.4. HRMS (ESI+) m/z calcd for [M + H]+ (C10H12N5+): 202.1087,
found: 202.1085. Mp: 62–65 °C.
S3b (0.1 g, 0.50 mmol) was
reacted following the general procedure A. The residue was purified by flash chromatography (DCM/MeOH = 97:3,
v/v) to afford compound 3 as an orange solid (57 mg,
0.20 mmol, 40%). R:
0.53 (DCM/MeOH = 9:1, v/v). 1H NMR (400 MHz, DMSO-d6) δ 7.94–7.89 (m, 2H), 7.85 (s,
1H), 7.81 (d, J = 7.8 Hz, 1H), 7.74 (s, 1H), 7.65–7.56
(m, 4H), 7.53 (d, J = 7.8 Hz, 1H), 6.19 (br s, 2H),
6.06 (br s, 2H). 13C NMR (101 MHz, DMSO-d6) δ 162.8, 161.2, 156.3, 152.4, 152.0, 137.6, 131.7,
131.6, 130.1, 129.6, 122.7, 122.6, 120.8, 107.7. HRMS (ESI+) m/z calcd for [M + H]+ (C16H15N6+): 291.1353,
found: 291.1357. Mp: 209–211 °C.
4-[(Trimethylsilyl)ethynyl]aniline
(S4a)
Prepared following a literature procedure
(see SI Section S1.2).[74]
3-[(Trimethylsilyl)ethynyl]aniline (S4b)
Prepared following a literature procedure (see SI Section S1.2).[75]
4-Ethynylaniline (S5a)
S4a (0.40 g, 2.1 mmol) was reacted following the general procedure B. The crude product was purified by flash chromatography
(pentane/EtOAc = 8:2, v/v) to afford S5a as a light pink
solid (0.24 g, 2.0 mmol, 95%). R: 0.49 (pentane/EtOAc = 8:2, v/v). 1H NMR (400 MHz,
CDCl3) δ 7.30 (AA′BB′, 2H), 6.59 (AA′BB′,
2H), 3.81 (br s, 2H), 2.95 (s, 1H); spectrum in agreement with literature
data.[76] HRMS (ESI+) m/z calcd for [M + H]+ (C8H8N+): 118.0651, found: 118.0650. Mp:
96–98 °C (lit. 99–100 °C).[77]
3-Ethynylaniline (S5b)
S4b (1.5 g, 8.2 mmol) was reacted following the general
procedure B. Purification by flash chromatography
was
not required. The product S5b was obtained as a colorless
solid (0.89 g, 7.6 mmol, 93%). R: 0.60 (Pentane/EtOAc = 8:2, v/v). 1H NMR (400 MHz,
DMSO-d6) δ 7.12 (m, 3H), 6.79 (d, J = 7.8 Hz, 1H), 5.31 (br s, 2H), 2.48 (s, 3H); spectrum
in agreement with literature data.[78] HRMS
(ESI+) m/z calcd for
[M + H]+ (C8H8N+): 118.0651,
found: 118.0652. Mp: 86–87 °C (lit. not reported).
S6b (46 mg, 0.20 mmol) was
reacted following the general procedure A. The residue was purified by flash chromatography (DCM/MeOH = 96:4,
v/v) to afford compound 5 as an orange solid (18 mg,
57 μmol, 28%). R: 0.56 (DCM/MeOH = 9:1, v/v). 1H NMR (400 MHz, DMSO-d6) δ 8.09 (s, 1H), 8.00 (s, 1H), 7.92
(d, J = 7.3 Hz, 2H), 7.85 (d, J =
8.0 Hz, 1H), 7.74 (d, J = 8.0 Hz, 1H), 7.66–7.56
(m, 4H), 6.76 (br s, 2H), 6.40 (br s, 2H). 13C NMR (101
MHz, DMSO-d6) δ 163.5, 162.4, 159.9,
151.9, 133.4, 131.8, 129.6, 129.5, 128.9, 124.8, 124.3, 122.6, 122.0,
120.0, 93.6, 89.3, 85.9. HRMS (ESI+) m/z calcd for [M + H]+ (C18H15N6+): 315.1353, found: 315.1358.
Mp: 207–209 °C.
1-(4-Nitrosophenyl)ethan-1-one
(S7a)
Prepared
following a literature procedure.[79] To
a solution of 4′-aminoacetophenone (10 g, 74 mmol) in DCM (0.20
L), a solution of oxone (78 g, 0.13 mol) in water (0.40 L) was added,
and the suspension stirred vigorously at r.t. for 1.5 h. The reaction
mixture was diluted with DCM (0.20 L) and washed with 1 M aq. HCl
(2 × 0.10 L), saturated aq. NaHCO3 (2 × 0.10
L), and brine (2 × 0.10 L), and dried over MgSO4,
and the solvent was removed under reduced pressure. The yellow solid
(crude yield: 95%) was used directly for the next step without purification.
1-(3-Nitrosophenyl)ethan-1-one (S7b)
To
a solution of 3′-aminoacetophenone (3.4 g, 25 mmol) in DCM
(60 mL), a solution of oxone (15 g, 25 mmol) in water (80 mL) was
added, and the suspension stirred vigorously at r.t. for 1.5 h. The
reaction mixture was diluted with DCM (60 mL) and washed with 1 M
aq. HCl (2 × 30 mL), saturated aq. NaHCO3 (2 ×
30 mL), and brine (2 × 30 mL), and dried over MgSO4, and the solvent was removed under reduced pressure. The brown solid
(crude yield: 64%) was used directly for the next step without purification.
(E)-1-[4-(Phenyldiazenyl)phenyl]ethan-1-one
(S8a)
Aniline (1.0 g, 11 mmol) was reacted following
the general procedure A. The residue was
purified by flash chromatography (Pentane/EtOAc = 95:5, v/v) to afford
compound S8a as an orange solid (1.5 g, 6.7 mmol, 61%). R: 0.23 (petroleum ether/EtOAc
= 95:5, v/v). 1H NMR (400 MHz, CDCl3) δ
8.11 (AA′BB′, 2H), 8.00–7.93 (m, 4H), 7.57–7.49
(m, 3H), 2.67 (s, 3H), spectrum in agreement with literature data.[80] HRMS (APCI+) m/z calcd for [M + H]+ (C14H13N2O+): 225.1022, found: 225.1022. Mp: 108–112
°C (lit. 102–104).[80]
(E)-1-[3-(Phenyldiazenyl)phenyl]ethan-1-one
(S8b)
Aniline (2.0 g, 13 mmol) was reacted following
the general procedure A. The residue was
purified by flash chromatography (Pentane/EtOAc = 9:1, v/v) to afford
compound S8b as an orange solid (1.1 g, 4.7 mmol, 35%). R: 0.66 (Pentane/EtOAc = 8:2,
v/v). 1H NMR (400 MHz, CDCl3) δ 8.45 (s,
1H), 8.08 (d, J = 7.8 Hz, 1H), 8.04 (d, J = 7.8 Hz, 1H), 7.93 (d, J = 7.8 Hz, 2H), 7.57 (t, J = 7.8 Hz, 1H), 7.50 (m, 3H), 2.66 (s, 3H), spectrum in
agreement with literature data.[81] HRMS
(APCI+) m/z calcd for
[M + H]+ (C14H13N2O+): 225.1022, found: 225.1030. Mp: 81–84 °C (lit.
88–90).[82]
The compound was synthesized adapting
a published procedure.[83] 1-(4-Aminophenyl)ethan-1-one
(11 mmol, 1.0 equiv) was dissolved in AcOH (30 mL) and aq. HCl (conc.,
1.5 mL), and NaNO2 (920 mg, 13 mmol, 1.2 equiv) dissolved
in water (8.0 mL) was added dropwise and stirred for 20 min. Then,
the resulting mixture was added to acetyl acetone (1.4 g, 1.5 mL,
14 mmol, 1.3 equiv) and NaOAc (2.7 g, 33 mmol, 3.0 equiv) in ethanol
(15 mL). The reaction mixture was stirred for 3 h at ambient temperature.
The formed yellow precipitate was filtered off and dried under high
vacuum. The solid (1.0 equiv) was dissolved in ethanol (0.16 L), methyl
hydrazone (0.40 g, 8.8 mmol, 1.0 equiv., 0.46 mL) was added, and the
mixture stirred at 85 °C for 5 h. The solvent was evaporated,
and the crude material was purified by flash chromatography (10 →
100% EtOAc in petroleum ether). Compound S11b was isolated
as a yellow solid (2.0 g, 7.7 mmol, 69% over two steps). 1H NMR (400 MHz, DMSO-d6) δ 8.08
(AA′BB′, 2H), 7.81 (AA′BB′, 2H), 3.75
(s, 3H), 2.61 (s, 3H), 2.57 (s, 3H), 2.38 (s, 3H). 13C
NMR (101 MHz, DMSO-d6) δ 197.3,
155.6, 140.7, 136.8, 134.9, 129.5, 121.4, 36.0, 26.8, 13.8, 9.5. HRMS
(ESI+) m/z calcd for
[M + H]+ (C14H17N4O+): 257.1397, found: 257.1400. Mp: 112–114 °C.
S22 (0.28 g, 0.80 mmol)
was reacted following the general procedure C. The residue was purified by preparative HPLC to afford compound 15 as an orange solid (0.17 g, 0.37 mmol, 52%). R: 0.58 (DCM/MeOH/AcOH = 90:9:1, v/v). 1H NMR (400 MHz, DMSO-d6) δ
8.02–7.92 (m, 5H), 7.91 (dd, J = 8.1, 1.9
Hz, 1H), 7.87–7.80 (m, 2H), 6.44 (br s, 4H), 3.22 (s, 3H),
1.79 (s, 3H). 13C NMR (101 MHz, DMSO-d6) δ 166.4, 163.5, 162.2, 159.8, 153.3, 151.2, 147.5,
134.2, 132.6, 131.8, 127.2, 123.5, 123.0, 121.7, 93.6, 89.0, 82.3,
76.4, 52.1, 31.7. HRMS (ESI+) m/z calcd for [M + H]+ (C22H20ClN6O3+): 451.1280 (35Cl, 75%), 453.1250 (37Cl, 25%); found: 451.1276 (35Cl, 75%), 453.1242 (37Cl, 25%). Mp (dec.): 245
°C.
Photochemical Characterization
UV–vis
absorption
spectra were recorded on an Agilent 8453 UV–vis Spectrophotometer.
Photochemical isomerization (photoswitching) was achieved by irradiation
from the side in a fluorescence quartz cuvette (width = 1.0 cm) using
a custom-built (Prizmatix/Mountain Photonics) multiwavelength fiber
coupled LED system (FC6-LED-WL) including the following LEDs: 365A,
390B, 420Z, 445B, 535R, 630CA. A detailed description of the setup
was published by us recently.[84] Alternatively,
the samples were irradiated at 340 nm using the LOT Quantum design
setup with 300 W Xe-Arc lamp, using the Thorlabs FB340-10 Bandpass
filter. A Quantum Northwest TC1 temperature controller was used to
maintain the temperature at 25 °C during photochemical studies.
To analyze the fatigue resistance of the compounds, repeated irradiation
cycles were performed using alternating wavelengths. The decrease
and increase of the π–π* transition band was followed
by UV–vis spectroscopy (Agilent 8453) at 25 °C while stirring.
To determine the thermal lifetime for the metastable cis isomer, samples were irradiated with the custom-built setup until
photostationary state (PSS) was reached. Then, the cuvettes were placed
in a JASCO V750 spectrophotometer with a PTC 424S/15 temperature controller, and the recovery of the π–π*
transition was followed while stirring at 25 °C (for solutions
in DMSO and eDHFR assay buffer) or 37 °C (for solutions in 10
mM Tris-HCl buffer pH 7.0). The data were fitted using a first-order
exponential function in OriginPro 2018. For the PSD determination
by 1H NMR spectroscopy, 0.5 mL of a 2 mM solution of the
respective compound in DMSO-d6 was thermally
equilibrated by briefly (∼10 s) heating the sample with a heat
gun. Subsequently, the sample was irradiated in a glass NMR tube with
a 365 nm hand-held lamp (Spectroline ENB-280C) or the LEDs of the
custom-built setup. Detailed data are reported in the SI.
In Vitro Pharmacological
Characterization
Overexpression of E. coli DHFR (eDHFR) Protein
The pT7-SC1 plasmid containing the
eDHFR genes were transformed
into E. cloni EXPRESS BL21 (DE3) cells (Lucigen), and transformants
were selected on LB agar plates supplemented with 100 μg/mL
ampicillin after overnight growth at 37 °C. The resulting colonies
were grown at 37 °C in 2xYT medium supplemented with 100 μg/mL
ampicillin until the optical density at 600 nm (OD600)
reached ∼0.8 (200 rpm shaking). The eDHFR expression was subsequently
induced by addition of 0.5 mM IPTG (isopropylβ-d-1-thiogalactopyranoside),
and the temperature was switched to 25 °C for overnight growth
(200 rpm shaking). The next day the bacteria were harvested by centrifugation
at 6000×g at 4 °C for 25 min, and the resulting
pellets were frozen at 80 °C until further use.
Purification
of eDHFR Protein
Bacterial pellets originating
from 50 mL culture were resuspended in 30 mL lysis buffer (150 mM
NaCl, 15 mM Tris-HCl pH 7.5, 1 mM MgCl2, 0.2 units/mL DNaseI, 10 μg/mL
lysozyme) and incubated at 37 °C for 20 min. After further disruption
of the bacteria by probe sonication, the crude lysate was clarified
by centrifugation at 6000×g at 4 °C for
30 min. After lysis of the bacteria by probe sonication, the crude
lysates were clarified by centrifugation at 6000×g for 20 min at 4 °C, and the supernatant was mixed with 200
μL of Ni-NTA resin (Qiagen) equilibrated in wash buffer. After
1 h, the resin was loaded into a column (Micro Bio Spin, Bio-Rad)
and washed with ∼5 mL of the wash buffer. eDHFR was eluted
with approximately ∼0.5 mL of wash buffer containing 500 mM
ethylenediaminetetraacetic acid.
Preparation of Inhibitor
Solutions
A 10 mM stock solution
of the inhibitor in DMSO was divided into two parts. One half was
thermally adapted with a heat gun for 1 min to obtain only the trans isomer. To reach the PSS, the second half of the stock
solution was diluted to 100 μM and then irradiated with light
for 15–45 min, in a 10 mm quartz cuvette under constant stirring.
eDHFR Inhibition Assay
The compounds were tested as
eDHFR inhibitors via a colorimetric assay (Sigma-Aldrich, Catalog
No. CS0340). Instead of the human DHFR protein provided in the kit,
the in-house purified eDHFR was used. In a 3 mL cuvette, eDHFR (∼20
ng) was incubated with NADPH (60 μM, final) for 3 min, followed
by an incubation with the inhibitor (from 10–5 to
10–12 M, final) for an additional 7 min. The obtained
solution was used as the blank for UV–vis spectroscopy (Agilent
8453). Then, dihydrofolic acid (15 μM, final) was added to the
blank, and the absorbance at 340 nm was monitored every 5 s for 300
s at 25 °C. The concentration of DMSO in the final volume was
1% v/v for all enzymatic reactions. The measurements were performed
in triplicates. For the control enzymatic reactions, eDHFR was incubated
with NADPH and DMSO (1% v/v, final). In one case (compound 1), it was necessary to perform the inhibition assay under continuous
irradiation with λ1 = 390 nm light because of the
extremely short thermal half-life of the compound (t1/2 = 10 s). The related control enzymatic reaction was
also performed under continuous irradiation with λ1 = 390 nm light. Linear regression was performed in Microsoft Excel
to calculate ΔAbs/s. % eDHFR activity was calculated as the
ratio between ΔAbs/s for the sample and ΔAbs/s for the
control reaction. GraphPadPrism 5.0 (GraphPad Software, Inc., version
5.00) was used for the determination of the IC50 of each
inhibitor. Nonlinear regression was used for data fitting. The statistical
significance of the difference in activity between the isomers was
checked with the extra sum-of-squares F-test. Detailed data are reported
in the SI.
Antibacterial Activity
Assay
A culture of E.
coli CS1562 was grown overnight in LB medium (10 g/L tryptone,
5 g/L yeast extract, 5 g/L NaCl) containing tetracycline (10 μg/mL)
at 37 °C. The OD600 was measured, and the culture
was diluted to 0.002 OD600 in LB medium. Series dilutions
of the compounds were prepared in DMSO and diluted 25 times in sterile
LB medium in a black sterile Eppendorf tube. For the irradiated samples,
triplicates containing 100 μL of this mixture were pipetted
into a transparent sterile 96-well plate and irradiated (λ =
355 nm, 30 min, plate irradiation setup). Subsequently, the dark samples
were added to the 96-well plate (100 μL, triplicates). Lastly,
the LB medium containing E. coli CS1562 at 0.002
OD was added to every well (100 μL). The cells were grown overnight
at 37 °C in a plate reader (Synergy H1, Biotek), and the OD600 was measured every 10 min with a 10 s shaking step before
each measurement. The OD600 curves were background-corrected
by subtracting the value at t = 0. MIC values were
determined at 24 h of incubation. Detailed data are reported in the SI.
Molecular Modeling
General remarks
The calculations and analysis were
performed either on a HP EliteDesk, with an Intel Core i7-6700 processor
with four cores and an NVIDIA GeForce GTX 1060 3GB graphics card (Molecular
docking) or on the Peregrine cluster at the University of Groningen
(Molecular Dynamics). The substructure search in the Cambridge Structural
Database (CSD) was performed on ConQuest (as of July 2021, ver 2.0.5,
Cambridge Crystallographic Data Centre). The measurements were handled
through Mercury (ver 4.3.1, Cambridge Crystallographic Data Centre)
and Excel 2019 (Microsoft). The docking calculations and the MD simulations
were carried out with Maestro (ver 12.4, Schrödinger Release
2020-2: Maestro, Schrödinger, LLC, New York, NY, 2020). Detailed
data are reported in the SI.
Geometry
Measurements from the CSD
All ring atoms were
set as “any” to allow all possible heterocycles and
substitutions, and the linker atoms were set as “acyclic”.
CSD search parameters: 3D coordinates determined, R factor ≤0.10, only not disordered, no errors, not polymeric,
no ions, only organic. 1706 structures were found.
Molecular
Docking
The protein (PDB ID: 3DAU,[13] Chain:
A) was prepared through the Protein Preparation
Wizard in Maestro, performing the assignment of bond orders, hydrogen
addition, hydrogen bonds definition and optimization, removal of water
molecules and ions, and restrained minimization with the OPLS3e force
field.[85] All water molecules were removed.
LigPrep was used to prepare the ligands and to generate possible states
at pH 7.0 ± 2.0 with Epik. The ligands were docked with Induced
Fit Docking XP[43,86] with the standard protocol. The
ligand was picked to define the centroid of the receptor box, the
option “enhance planarity of conjugated pi groups” was
selected, and the side chains were trimmed based on their B-factor.
All docking pose images were obtained with Pymol (The PyMOL Molecular
Graphics System, ver 2.2.3 Schrödinger, LLC). The cocrystallized
ligand was redocked with RMSD = 0.8 Å. When the ligand featured
a chiral center (hypothesis 2–5), the calculations were performed
on the R enantiomer.
MD Simulations
The crystal or docking structures were
embedded in a orthorhombic box of ca. 11,000 TIP3P[87] water molecules with 0.15 M NaCl, and the dimension of
the box was ca. 100 × 100 × 100 Å. The net charge of
the system was neutralized by addition of sodium ions to the solvent
box. The total number of atoms was ca. 40,000 atoms. The simulations
were performed with the Desmond molecular dynamics package,[88] with default settings for bond constrains, van
der Waals and electrostatic interactions cutoffs, and PME method[89] for long-range electrostatic interactions. Each
system was subjected to the following relaxation and equilibration
protocol: 100 ps of Brownian dynamics at 10 K in an NVT ensemble with
harmonic restraints (50 kcal/mol/A2) on the solutes’
heavy atoms, followed by 12 ps in an NVT ensemble (Berendsen thermostat)[90] at 10 K and retaining harmonic restraints on
the solutes’ heavy atoms, followed by 12 ps in an NPT ensemble
(Berendsen thermostat and barostat) at 10 K and retaining harmonic
restraints on the solutes’ heavy atoms, followed by 24 ps in
an NPT ensemble (Berendsen thermostat and barostat) at 300 K and retaining
harmonic restraints on the solutes’ heavy atoms, followed by
24 ps in an NPT ensemble (Berendsen thermostat and barostat) at 300
K without harmonic restraints on the solutes’ heavy atoms.
The production simulations were run for 100 ns in an NPT ensemble
(300 K, 1 bar, Martyna–Tobias–Klein barostat and Nose–Hoover
thermostat),[91,92] in three replicas.[93] Coordinates were saved every 100 ps and analyzed
in Maestro to compute the following properties over the trajectories:
RMSD of the ligand heavy atoms after least-squares fitting to the
protein heavy atoms, RMSF of ligands, SASA of ligands and selected
residues, atom distances for the identification of salt bridges. The
salt bridge cutoff is defined as a distance of 5 Å between the
centroids of side-chain charged groups (carboxylate and guanidine).[94] This less strict criterion allows to include
different interaction geometries (standard salt bridges and N–O
bridges).
Authors: Willem A Velema; Jan Pieter van der Berg; Mickel J Hansen; Wiktor Szymanski; Arnold J M Driessen; Ben L Feringa Journal: Nat Chem Date: 2013-09-15 Impact factor: 24.427
Authors: Oleg Babii; Sergii Afonin; Marina Berditsch; Sabine Reiβer; Pavel K Mykhailiuk; Vladimir S Kubyshkin; Thomas Steinbrecher; Anne S Ulrich; Igor V Komarov Journal: Angew Chem Int Ed Engl Date: 2014-02-19 Impact factor: 15.336
Authors: Joaquín Calbo; Claire E Weston; Andrew J P White; Henry S Rzepa; Julia Contreras-García; Matthew J Fuchter Journal: J Am Chem Soc Date: 2017-01-13 Impact factor: 15.419
Authors: Phillip M Pelphrey; Veljko M Popov; Tammy M Joska; Jennifer M Beierlein; Erin S D Bolstad; Yale A Fillingham; Dennis L Wright; Amy C Anderson Journal: J Med Chem Date: 2007-02-02 Impact factor: 7.446
Authors: Anna I Lauxen; Piermichele Kobauri; Michael Wegener; Mickel J Hansen; Nicole S Galenkamp; Giovanni Maglia; Wiktor Szymanski; Ben L Feringa; Oscar P Kuipers Journal: Pharmaceuticals (Basel) Date: 2021-04-21