The contribution of ligand-ligand electrostatic interaction to transition state formation during enzyme catalysis has remained unexplored, even though electrostatic forces are known to play a major role in protein functions and have been investigated by the vibrational Stark effect (VSE). To monitor electrostatic changes along important steps during catalysis, we used a nitrile probe (T46C-CN) inserted proximal to the reaction center of three dihydrofolate reductases (DHFRs) with different biophysical properties, Escherichia coli DHFR (EcDHFR), its conformationally impaired variant (EcDHFR-S148P), and Geobacillus stearothermophilus DHFR (BsDHFR). Our combined experimental and computational approach revealed that the electric field projected by the substrate toward the probe negates those exerted by the cofactor when both are bound within the enzymes. This indicates that compared to previous models that focus exclusively on subdomain reorganization and protein-ligand contacts, ligand-ligand interactions are the key driving force to generate electrostatic environments conducive for catalysis.
The contribution of ligand-ligand electrostatic interaction to transition state formation during enzyme catalysis has remained unexplored, even though electrostatic forces are known to play a major role in protein functions and have been investigated by the vibrational Stark effect (VSE). To monitor electrostatic changes along important steps during catalysis, we used a nitrile probe (T46C-CN) inserted proximal to the reaction center of three dihydrofolate reductases (DHFRs) with different biophysical properties, Escherichia coliDHFR (EcDHFR), its conformationally impaired variant (EcDHFR-S148P), and Geobacillus stearothermophilusDHFR (BsDHFR). Our combined experimental and computational approach revealed that the electric field projected by the substrate toward the probe negates those exerted by the cofactor when both are bound within the enzymes. This indicates that compared to previous models that focus exclusively on subdomain reorganization and protein-ligand contacts, ligand-ligand interactions are the key driving force to generate electrostatic environments conducive for catalysis.
Electrostatic effects are critical for protein function.[1,2] In a typical enzymatic reaction, association and dissociation of
substrates, cofactors, and products lead to fluctuations in the enzyme
electrostatic potential.[3] In some cases,
such changes can induce structural reorganization, altering subdomain
contacts and protein–ligand interactions.[4,5] In
addition, this reorganization can change ligand–ligand electrostatic
interactions vital for catalysis.[6,7] Previous studies
have characterized the role of subdomain reorganization and protein–ligand
interaction in enzyme-catalyzed reactions. During enzyme catalysis,
reactants must be brought in close proximity in order to reach the
effective concentration necessary for the reaction. Nevertheless,
the contribution of ligand–ligand interactions in enzyme catalysis
has not been investigated.DHFR has long served as a paradigm
to investigate the biophysical
basis of enzyme catalysis.[8,9] This enzyme catalyzes
the transfer of a hydride from the C4 of NADPH to the C6 of protonated 7,8-dihydrofolate (DHF) to produce 5,6,7,8-tetrahydrofolate
(THF) (Figure A).
The DHFR from Escherichia coli (EcDHFR) has been
central to many investigations due to the large-scale conformational
changes that are associated with the catalytic cycle.[10] EcDHFR adopts two major conformations along its catalytic
cycle, switching from the closed conformation in the reactant complex
to the occluded form in the product complex (Figure B and 1C).[10] In between these two states, the M20 loop (residues
9–23) interacts with the FG loop (residues 116–132)
in the closed conformer and GH loop (residues 142–149) in the
occluded conformer (Figure C).[10] Several techniques have been
employed to investigate the role of these loop movements for EcDHFR
catalysis, including the use of orthogonal infrared probes to monitor
electrostatic changes within the enzyme’s active site.[4,11−13] According to these studies, electrostatic changes
in EcDHFR correlate strongly with its conformational dynamics, which
has also been implicated in forming the transition state during EcDHFR
catalysis.[4,11−13] However, crystal structures
and NMR relaxation studies on DHFRs isolated from other organisms
did not reveal such conformational flexibility; instead, the M20 loops
remain in the closed conformation throughout the catalytic cycle.[9,14] Other structural analyses have also suggested that specific loop–ligand
interaction in DHFR could facilitate catalysis,[15,16] but this is not widely observed in all homologues.[17]
Figure 1
(A) Reaction catalyzed by dihydrofolate reductase (DHFR). (B) Catalytic
cycle of EcDHFR showing the five catalytic steps and the two major
enzyme conformations adopted; green boxes denote the closed conformation
and gold the occluded conformation. (C) Cartoon representation of
EcDHFR showing the catalytic loops and conformation transition between
the closed (green, PDB 1RX2) and the occluded conformation (gold, PDB 1RX6; DDF, dideazatetrahydrofolate
is a mimic of the product, THF).[10] A variant
of EcDHFR was generated where Ser148 was mutated to Pro to disrupt hydrogen bonding between
M20 and GH loop, hindering formation of the occluded conformation.[10] (D) Overlay of the cartoon representations of
EcDHFR (green, PDB 1RX2),[10] and BsDHFR (blue, PDB 1ZDR)[20] in their reactive closed conformations. Position of the
infrared probe (Thr46) is shown as a yellow sphere. (E) Close-up view
of the active site of EcDHFR in the Michaelis complex after 5 ns simulation
shows the absolute direction of the probe (T46C-CN) and resultant
local electric fields.
(A) Reaction catalyzed by dihydrofolate reductase (DHFR). (B) Catalytic
cycle of EcDHFR showing the five catalytic steps and the two major
enzyme conformations adopted; green boxes denote the closed conformation
and gold the occluded conformation. (C) Cartoon representation of
EcDHFR showing the catalytic loops and conformation transition between
the closed (green, PDB 1RX2) and the occluded conformation (gold, PDB 1RX6; DDF, dideazatetrahydrofolate
is a mimic of the product, THF).[10] A variant
of EcDHFR was generated where Ser148 was mutated to Pro to disrupt hydrogen bonding between
M20 and GH loop, hindering formation of the occluded conformation.[10] (D) Overlay of the cartoon representations of
EcDHFR (green, PDB 1RX2),[10] and BsDHFR (blue, PDB 1ZDR)[20] in their reactive closed conformations. Position of the
infrared probe (Thr46) is shown as a yellow sphere. (E) Close-up view
of the active site of EcDHFR in the Michaelis complex after 5 ns simulation
shows the absolute direction of the probe (T46C-CN) and resultant
local electric fields.While earlier investigations
of protein electrostatics relied exclusively
on computational analysis,[1,2] VSE spectroscopy has
been developed into an experimental technique to elucidate the relationship
between electrostatic potential and protein function.[18,19] VSE originates from the intrinsic response of an infrared probe
to an externally applied electric field. This calibration is then
employed to calculate the magnitude of the electrostatic force experienced
by the probe within a protein.[18] Here,
using VSE and multiscale quantum mechanics/molecular mechanics (QM/MM)
simulations, we probe electrostatic changes within the active site
of three DHFRs with diverse conformational flexibilities. A nitrile
probe was inserted within ∼5 Å of the reaction center
of the enzymes by mutating an active site residue (Thr46) to a cysteine
and subsequently labeling the sulfhydryl group with a nitrile.[21] The response of the transition dipole of the
probe in the flexible EcDHFR was compared to the significantly less
flexible DHFR from Geobacillus stearothermophilus and the S148P variant of EcDHFR (EcDHFR-S148P) using different combinations
of ligand that mimic important steps along their catalytic cycle.
This approach revealed that the cofactor induces a strong electric
field when bound within the active site, but this electric field becomes
attenuated in the Michaelis complex where both the substrate and the
cofactor are bound. Investigation of this attenuation using QM/MM
simulations on EcDHFR reveals that electrostatic changes in the enzymes
result from counteracting electric fields projected by the cofactor
and substrate when they are bound within the active site
Results and Discussion
Vibrational Stark Effect
Measurements
Crystallographic studies of EcDHFR labeled with
nitrile at position
46 revealed both the distance and the absolute direction of the probe
within the active site (Figure E).[11] Positioned about 5 Å
from the reaction center, the probe allowed electric field changes
projected between the ligands to be measured. Since labeling with
nitrile did not significantly perturb the enzyme’s properties
(Figures S1 and S2 and Tables S1 and S2),[11] the absorption
frequencies of the probe in the apoenzyme, holoenzyme (E:NADPH), E:NADP+:folate, which mimics the Michaelis complex, and the product
ternary complex (E:NADP+:THF) were recorded using a high-resolution
FTIR spectrophotometer equipped with a nitrogen-cooled MCT detector.
The difference in absorption frequencies between the complexes was
subsequently converted to local electrostatic changes using eq where h is Planck’s
constant, c is the speed of light, Δμ⃗probe represents the difference
in the dipole moments of the ground and the excited states expressed
as the linear Stark tuning rate (cm–1/(MV/cm)),
ΔF⃗protein is the local electric
field change experienced by the probe in the protein (in MV/cm) and
Δṽobs is vibrational frequency
shift (cm–1).[21]Stark tuning rates for nitrile probes |Δμ⃗ |f were determined
and given as ∼0.7 cm–1/(MV/cm).[22] The local correction factor f is between 1 and 1.8.[23,24] However, for simplicity
and easy comparison with existing publications,[11,23]f is taken as unity here. Direct hydrogen bonding
to the probe can lead to deviations of the observed vibrational frequency
from the Stark model.[25] Hence, NMR spectra
of 13C-nitrile-labeled enzymes were measured and compared
to a tandem FTIR-NMR calibration curve developed to correct for such
deviations.[25] Analysis with 13C-nitrile-labeled enzymes bound in the same complexes as in the VSE
measurements revealed a common deviation of ∼7 cm–1 (Figure S11) similar to a previous report;[11] thus, hydrogen-bonding correction was unneccesary.
The enzymes (2–5 mM) were mixed with a 10-fold excess of each
ligand, and the transition dipole of the probe was recorded. When
EcDHFR was mixed with NADP(H) to form the holoenzyme, a high-frequency
absorption of 2166 ± 0.2 cm–1 was observed
(Figure and Table S3). However, this high-energy absorption
decreases significantly when folate was added to the holoenzyme complex
(2164 ± 0.2 cm–1), and a further decrease was
noted when the product (THF) was used to replace folate (2160 ±
0.9 cm–1). The abortive E:NADP+:folate
complex is an excellent mimic of the Michaelis complex (E:NADPH:DHF).[26] The transition from the Michaelis complex (E:NADP+:folate) to the product ternary complex (E:NADP+:THF) resulted in the largest Stark shift, which agrees with previous
studies that conformational change between the closed and the occluded
forms induces electrostatic effects within the active site.[4,11−13] Another noticeable Stark shift in EcDHFR is observed
for the transition from the holoenzyme to the Michaelis complex.
Figure 2
Bar charts
showing the vibrational frequencies of the probe in
the holoenzymes (E:NADPH, blue), the Michaelis complexes (E:NADP+:folate, orange), and the product ternary complexes (E:NADP+:THF, green) of EcDHFR, EcDHFR-S148P, and BsDHFR. Average
vibrational frequencies from computational calculations of EcDHFR
when randomly selected structures from the 501 simulated structures
were used are represented as rectangles, while circles represent when
only the last 50 ps structures are used. Error bars are omitted for
clarity.
Bar charts
showing the vibrational frequencies of the probe in
the holoenzymes (E:NADPH, blue), the Michaelis complexes (E:NADP+:folate, orange), and the product ternary complexes (E:NADP+:THF, green) of EcDHFR, EcDHFR-S148P, and BsDHFR. Average
vibrational frequencies from computational calculations of EcDHFR
when randomly selected structures from the 501 simulated structures
were used are represented as rectangles, while circles represent when
only the last 50 ps structures are used. Error bars are omitted for
clarity.When a similar analysis was carried
out with the thermophilic BsDHFR,
the probe also reported a high-energy absorption when the cofactor
binds, giving a vibrational frequency of 2166 ± 0.4 cm–1 (Figure ), similar
to that measured for EcDHFR. Similarly, the binding of folate to the
holoenzyme of BsDHFR also caused a significant decrease in the high-energy
absorption. However, the product ternary complex of BsDHFR differs
from that of EcDHFR, so that transition between the Michaelis complex
and the product ternary complex of BsDHFR resulted in a blue shift
of 1.2 cm–1 corresponding to a local electric field
change of 1.7 MV/cm, whereas the same transition in EcDHFR showed
a red shift of −3.7 cm–1 (−5.3 MV/cm).Due to the difference observed for the product ternary complexes
of EcDHFR and BsDHFR, the variant of EcDHFR (EcDHFR-S148P) that remains
in the closed conformation throughout its catalytic cycle was tested.[27] When electrostatic trends in the variant were
measured, the results revealed that the S148P mutation altered the
electric field, showing a similar trend as that of BsDHFR (Figure ). Notably, the transition
from the Michaelis complex to the product ternary complex in the variant
resulted in a blue shift of ∼1.2 cm–1 (i.e.,
1.7 MV/cm), which is identical to the value obtained for BsDHFR, suggesting
that the significant electrostatic change between the Michaelis complex
and the product ternary complex of EcDHFR is likely due to its conformational
dynamics. The three enzymes showed similar high-energy absorptions
in their holoenzyme complexes, independent of their temperature adaptation
and flexibilities. In addition, they exhibited large electrostatic
changes between the holoenzyme (E:NADP(H)) and the Michaelis complex
(E:NADP+:folate) even though they adopt the closed conformation
in both complexes, an observation also reported in a previous study
when NADPH replaced NADP+ in the Michaelis complex.[11]
QM/MM Simulations
To explore the
origin of the high-frequency absorption in the holoenzyme and the
electrostatic change that occurs in the Michaelis complex, QM/MM simulations
of EcDHFR in the different complexes were performed. First, we carried
out an exhaustive benchmark analysis of different QM Hamiltonians
(3 semiempirical methods and 18 density functionals) with a reduced
gas-phase model using MeCN and MeSCN. The BVP86 functional with a
standard 6-311++g(d,p) basis set was found to reproduce the experimental
frequencies of the molecules (Figure S12). Inclusion of anharmonicity has a negligible influence on the overall
frequencies (Table S4). Calibration of
the absorption frequency of the probe with MeCN and MeSCN shows a
correlation between the Stark shifts and the charge redistribution
when the electric fields are applied longitudinally to the nitrile
bond (Figure S14)Hybrid QM/MM simulations
were then carried out on the three complexes of EcDHFR, including
the closed holoenzyme (E:NADPH), the closed Michaelis complex (E:NADP+:folate), and the occluded product ternary complex (E:NADP+:THF). Five hundred one random structures from each of the
MD simulations of the complexes were selected for QM/MM calculations
(Figures S16–S19). The QM/MM frequency
distribution yielded average values of 2183.5 ± 31.3, 2169.9
± 8.5, and 2177.8 ± 14.0 cm–1 for the
holoenzyme, Michaelis complex, and product ternary complex, respectively
(Figures , rectangles,
and 3). Indeed, our analysis agrees with the
experiment, revealing that the binding of the cofactor induces a strong
frequency absorption on the probe, which decreases significantly when
the substrate binds. However, the simulations did not reproduce the
trend observed in the product ternary complex. Indeed, the experimental
trend was reproduced entirely when only the last 50 ps simulations
were used to compute the average frequencies, giving respective values
of 2180.0 ± 21.1, 2173.6 ± 6.6, and 2169.8 ± 13.5 cm–1 (Figure , circles, and Figure S19).
Figure 3
Distribution
of frequencies of the nitrile bond computed at the
BVP86/6-311++g(d,p)/MM level of theory for 501 structures of EcDHFR
selected from MD simulations for the holoenzyme, E:NADPH (blue), the
Michaelis complex, E:NADP+:folate (orange), and the product
ternary complex, E:NADP+:THF (green).
Distribution
of frequencies of the nitrile bond computed at the
BVP86/6-311++g(d,p)/MM level of theory for 501 structures of EcDHFR
selected from MD simulations for the holoenzyme, E:NADPH (blue), the
Michaelis complex, E:NADP+:folate (orange), and the product
ternary complex, E:NADP+:THF (green).Although the system can be considered equilibrated based on the
RMSD computed on the atoms of the backbone of the protein (Figure S16), the movement of the amino acid side
chains during MD simulation can have a significant effect on the frequency
of the probe, which is sensitive to changes within the microenvironment.
This computational analysis challenged the previous analysis where
the VSE of EcDHFR was quantitatively illustrated using computational
studies.[11] We attributed this to the fact
that the use of a few structures could provide the fortuitous agreement,
as acknowledged by Hammes-Schiffer, Benkovic, and co-workers.[11] Notably, the discrepancies between the trends
relate to the inherent flexibility of EcDHFR, which limits the computational
approach to accurately predict the vibrational frequency. Nevertheless,
it shows that hydrogen-bonding rearrangement within the active site
plays a crucial role in electrostatic preorganization (see Figure ).
Figure 4
Values of the total electric
field projected by EcDHFR on the C–N
bond for the (A) holoenzyme (E:NADPH), (B) Michaelis complex (E:NADP+:folate), and (C) product ternary complex (E:NADP+:THF). Blue dots represent selected structures with different nitrile
frequencies but the same electric field, while red dots represent
selected structures with different electric fields but with the same
nitrile frequency. Values on the dots represent hydrogen-bonding contributions
to the electric field; 1 au ≡ 5.14225 × 103 MV/cm (see SI for details).
Values of the total electric
field projected by EcDHFR on the C–N
bond for the (A) holoenzyme (E:NADPH), (B) Michaelis complex (E:NADP+:folate), and (C) product ternary complex (E:NADP+:THF). Blue dots represent selected structures with different nitrile
frequencies but the same electric field, while red dots represent
selected structures with different electric fields but with the same
nitrile frequency. Values on the dots represent hydrogen-bonding contributions
to the electric field; 1 au ≡ 5.14225 × 103 MV/cm (see SI for details).Further analysis reveals that the inherent flexibility of EcDHFR
involves significant rearrangement of hydrogen bonding, leading to
structures with similar electric fields but different vibrational
frequencies and vice versa (Figure ). This highlights the highly flexible nature of EcDHFR,
which is different from enzymes previously investigated by IR spectroscopy.[24,28] The result, therefore, reinforces the need for large conformational
sampling and rigorous statistical analysis of flexible proteins to
accurately predict their Stark shifts. It is important to point out
that the standard deviations reported for in silico calculations of
single molecules originate from the statistical distribution and are
distinct from experimental errors, which are obtained from ensemble
averages.[29]Continuing the computational
analysis, the total electric field
experienced by the probe in the three states (holoenzyme, Michaelis,
and product complexes) were deconvoluted. Our simulations show that
the cofactor propagates a high electric field in all of the complexes;
it is the major contributor to the total electric field projected
toward the probe (Table ). In addition, our analysis reveals that folate produces a counteracting
electric field toward the probe, such that the vector of the electric
fields produced at the midpoint of the nitrile bond is attenuated
in the Michaelis complex as a consequence of substrate binding (Table ). A similar observation
was measured when THF was used. Hence, counteracting electric fields
between the cofactor and the substrate could explain the large electrostatic
change during the transition between the holoenzyme and the Michaelis
complex. Since the Michaelis complex bears significant resemblance
to the reaction-ready configuration, we hypothesize that a conducive
electrostatic environment for catalysis within the enzyme is attainable
only because of the offsetting of the electrostatic interaction between
the cofactor and the substrate.
Table 1
QM/MM Theoretical
Calculation of the
Frequency of the Nitrile Bond (ν), Total Electric Field, in
au, Projected on the Nitrile Bond (F⃗all), and Its Contributions from the Cofactor (F⃗NADP) and the Substrate (F⃗fol/THF)a
EcDHFR complex
ν (cm–1)
F⃗all
F⃗NADP
F⃗fol/THF
E:NADPH
2183.5 ± 31.3
–0.0127 ± 0.0054
–0.0079 ± 0.0011
E:NADP+:folate
2169.9 ± 8.5
–0.0050 ± 0.0036
–0.0082 ± 0.0020
0.0003 ± 0.0014
E:NADP+:THF
2177.8 ± 14.0
–0.0078 ± 0.0034
–0.0069 ± 0.0009
0.0017 ± 0.0009
Values averaged
over 501 structures
selected from the 5 ns classical MD simulations of EcDHFR T46C-CN.
Values averaged
over 501 structures
selected from the 5 ns classical MD simulations of EcDHFRT46C-CN.During the transition of EcDHFR
from the closed to the occluded
conformation, the high electric field propagated by the cofactor becomes
partially excluded from the active site (Figure ), which likely accounts for the overall
reduced electric field detected by the probe in the occluded conformer.
Computational simulation supports this finding and shows that the
electric field propagated by the cofactor toward the probe is reduced
in the product ternary complex (Table ). A previous study has suggested that unfavorable
ligand–ligand interaction that results from steric clashes
between THF and NADP+ induces reorganization within the
active site of EcDHFR, which leads to exclusion of the cofactor and
the protrusion of the M20 loop into the active site.[10] Unlike EcDHFR, both BsDHFR and EcDHFR-S148P retain the
closed conformation in their product ternary complexes because they
are not able to form hydrogen bonding between the M20 and the GH loops.[20,27] This suggests that the ligand–ligand interaction is not significantly
altered between the Michaelis and the product ternary complexes and
provides a rationalization for the minor electrostatic changes observed
between these complexes in the two enzymes (Figure ). Product release in BsDHFR is likely mediated
by the increased flexibility within its cofactor binding domain,[31] bypassing the need for significant conformational
or electrostatic changes, whereas EcDHFR-S148P exhibits product inhibition.[27] Hence, our result indicates that modulation
of the ligand–ligand electrostatic interaction may, in fact,
be a key factor in enzyme-catalyzed reactions.
Figure 5
Electric field projected toward the probe in the holoenzyme (E:NADPH),
Michaelis complex (E:NADP+:folate), and product ternary
complex (E:NADP+:THF) by EcDHFR (left, PDB 4P66, green; PDB 1RX6, gold) and BsDHFR
(right; PDB 1ZDR, blue).[20] Probe was modeled into each
structure using the UCSF Chimera software[30] based on an earlier structure of EcDHFR (PDB 4P66).[11] Vibrational frequencies of the holoenzymes used as a benchmark
for other complexes to calculate the electric field projected toward
the probe according to eq .
To provide insight
into the molecular changes during the chemical
step, that is, the transfer of negative charge from the cofactor to
the substrate, the electrostatic potential generated in the vicinity
of the donor carbon of the cofactor (C4) in both the holoenzyme
and the Michaelis complex was investigated. The computed values were
−220.6 ± 15.9 and −202.1 ± 11.0 MV/cm/e in
the holoenzyme and Michaelis complex, respectively. This suggests
that the negative charge on C4 of the cofactor has a larger
electrostatic stabilization in the holoenzyme than in the Michaelis
complex, where an additional stabilizing electrostatic potential (−173.9
± 12.9 MV/cm/e) on the acceptor carbon (C6) of the
substrate was observed. The electric field projected along the donor–acceptor
axis generated by the protein, cofactor, and substrate in the Michaelis
complex (E:NADP+:folate) at the midpoint of the donor and
acceptor atoms was calculated and found to be −13.9 ±
6.0 MV/cm. In alignment with observations made in a previous study,[11] the negative vector calculated here indicates
that an electrostatic force is applied on the negatively charged C4 of the cofactor in the direction of the substrate, thereby
facilitating transfer of the hydride ion. These findings reveal the
role of cofactor–substrate electrostatic interaction in modulating
electric fields at the midpoint of the reaction center in the holoenzymes
and Michaelis and product ternary complexes of DHFRs. Although BsDHFR
is less flexible when compared to EcDHFR, it also undergoes substantial
electrostatic changes upon substrate binding in the Michaelis complex,
where the ligands are brought into close contact. This suggests that
ligand–ligand interactions that change along the catalytic
cycle drive both the dynamic and the electrostatic changes required
for catalysis. This contradicts previous suggestions that the electrostatic
properties of DHFRs are mainly controlled by conformational changes
during catalysis.[4,11−13]A previous
study has also shown that the orientation and proximity
of the cofactor and substrate influence the pKa of the substrate when bound in the Michaelis complex.[32] The binding of the cofactor to the substrate-only
complex causes a pKa change of ca. 2.5
compared to when only the substrate is bound.[33] Recently, a theoretical calculation on the beta-kinetic isotope
effects on DHFR catalysis reveals that the cofactor polarizes the
acceptor atom, increasing its bond length as the net electron density
decreases.[34] Indeed, our simulations predict
that adequate orientation of the electrostatic field propagated toward
the donor–acceptor axis would favor the transfer of the negatively
charged hydride ion. Furthermore, ligand–ligand electrostatic
interaction of the cofactor with methotrexate, a major inhibitor of
DHFRs, has been reported to enhance the binding of the drug by more
than 100-fold.[35] This indicates that the
cofactor–inhibitor electrostatic interaction enhances the drug’s
effectiveness. Hence, new enzyme inhibitors may be designed that exploit
such ligand–ligand electrostatic interaction to increase potency.
Conclusion
Here, we analyzed the electrostatic
changes within the active
site of EcDHFR, EcDHFR-S148P, and BsDHFR using VSE and QM/MM simulations.
A nitrile probe inserted via cysteine post-translational modification
to replace an active site residue (Thr46) was found to experience
a strong electric field in the enzymes when bound to the cofactor
(NADP(H)). However, this electric field decreases significantly when
both the substrate and the cofactor are bound in the Michaelis complex.
Computational simulations reveal that the cofactor contributes the
major electric field toward the reaction center and that the substrate/product
electric field counteracts those of the cofactor. Such a cofactor–substrate
interaction is therefore partly absent in the product ternary complex
of EcDHFR (Figure ), accounting for the large electrostatic change between the closed
and the occluded conformation. By comparing electric fields within
the active site of EcDHFR, EcDHFR-S148P, and BsDHFR, this study contradicts
a previous study that suggests the conformational change is relevant
to the chemical step of DHFRs.[4,11] Instead, the electrostatically
preorganized active site contributed by the cofactor–substrate
interaction aids the formation of a conducive electrostatic environment
for catalysis. While the role of the ligand–ligand interaction
may have been observed for enzyme-catalyzed reactions between two
identical ligands such as adenylate kinase,[36] previous work on DHFR and other enzyme models has largely ignored
the role of ligand–ligand interactions on catalysis.[37,38] Provided that most enzymes do not undergo dramatic conformational
changes like those that are found in EcDHFR,[39] the ligand–ligand interaction that controls the electrostatic
properties is likely a more crucial factor in the creation of efficient
enzymes.Electric field projected toward the probe in the holoenzyme (E:NADPH),
Michaelis complex (E:NADP+:folate), and product ternary
complex (E:NADP+:THF) by EcDHFR (left, PDB 4P66, green; PDB 1RX6, gold) and BsDHFR
(right; PDB 1ZDR, blue).[20] Probe was modeled into each
structure using the UCSF Chimera software[30] based on an earlier structure of EcDHFR (PDB 4P66).[11] Vibrational frequencies of the holoenzymes used as a benchmark
for other complexes to calculate the electric field projected toward
the probe according to eq .
Materials and Methods
Chemicals were purchased from Melford, Apollo Scientific, Sigma,
and Fisher Scientific except where otherwise stated. DHF was synthesized
as reported previously.[40]
Site-Directed Mutagenesis
Cysteine-free EcDHFR (C85A/C152S)
and BsDHFR (C73 V) were used to make further mutations similar to
previous studies.[41] The nucleotides changed
for mutagenesis are underlined in the following primer sequences,
and the variants are generated using established procedures.[42] EcDHFRT46C forward: 5′ GTGATT ATGGGCCGCCAT TGCTGGGAATCAATCGGTC 3.′ EcDHFRT46C Reverse: 5′
GACCGATTGATTCCCA GCAATGGCGGCCCATAATCAC 3′.
EcDHFR-S148P forward: 5′ CAGAAC CCTCACAGCTATTCTTTTGAGATTCTG
GAGC 3′. EcDHFR-S148P reverse: 5′ CTGTG AGGGTTCTG CGCATCAGCATCGTG 3′. BsDHFR C73 V forward: 5′
GAA GGC GTCCTGGTACTGCATAGCCTGGAAGAAGTG 3′.
BsDHFR C73 V reverse 5′: GTACCAG GACGCCTTCCGG ACGAAAGCTACGGTTC 3′. BsDHFR T46C forward: 5′
CGT AAA TGCTTTGAAGCGATCGGGCGTCCGCT 3′.
BsDHFR T46C reverse: 5′CGCTTCAAA GCATTTACGACCCAT TACAATGGCATGACC 3′.
Protein Production, Labeling,
and Characterization
Proteins were produced in BL21 (DE3)
cells grown in LB media with
100 μg/mL ampicillin at 37 °C. Induction with 0.5 mM IPTG
was at O.D.600 nm of 0.6, and the cells were further
grown at 20 °C overnight. Cells were harvested by centrifugation
and resuspended in lysis buffer (50 mM potassium phosphate, pH 7.4,
1 mM EDTA). Purification was by anion exchange and size exclusion
chromatography and concentrations determined by UV absorption at 280
nm.[27,43] Each enzyme containing a single cysteine
residue was separately labeled with 2-nitro-5-thiocyanatobenzoic acid
(NTCB) and 5,5′-dithiobis(2-nitrobenzoic acid) (DNTB) for infrared
and 13C NMR spectroscopies, respectively.[21] Reaction progress was monitored at 412 nm due to release
of 2-thio 5-nitrobenzoate (TNB) anion. The reactions were washed thrice
with 12 mM KCN/K13CN with a concentration step after each
wash. The labeled enzyme was finally purified through a Sephadex G-25
column pre-equilibrated with 100 mM potassium phosphate, pH 7.4. Labeling
was confirmed by electron spray ionization MS and further characterization
with kinetic analysis and circular dichroism spectroscopy (see SI).
FTIR Spectroscopy
The abortive E:NADP+:folate
complex is an excellent mimic of the Michaelis complex (E:DHF:NADPH).[10] The samples were purged with nitrogen and measured
at 20 °C with a variable-temperature demountable liquid cell
containing two CaF2 windows separated by a 25 μm
mylar spacer from Specac Ltd. Spectra were measured with a Vertex
70 V spectrophotometer equipped with a nitrogen-cooled MCT detector
composed of 2000 scans at 1 cm–1 spectral resolution.
Spectral treatments used include first derivative, second derivative,
and Gaussian fit of the background-subtracted spectra using Origin
9.0 from OriginLab Corp. The average of treatments from at least two
independent measurements is reported as the absorption frequency and
their standard deviation as error (see SI for details).
Nuclear Magnetic Resonance Spectroscopy
Samples were
prepared as previously described with 2.0 mM of S13CN-labeled
protein, 10 mM ligands, with 2.5 mM 3-(trimethylsilyl)-1-propanesulfonic
acid sodium salt as an external standard.[11] Samples were purged with nitrogen and protected from light. Measurement
was on a Bruker Ultrashield 600 MHz spectrometer equipped with Bruker
Topspin software version 4.0.2 at 20 °C.
Computational Simulations
Geometry optimization and
frequency calculations of the nitrile bond of MeCN and MeSCN in the
gas phase were carried out with the Gaussian09 package of programs
(see SI).[44] The
Michaelis complex (E:NADP+:folate) was prepared from the
initial X-ray structure with PDB code 4P66.[11] This structure
contains a nitrile probe (XCN) attached at position 46 as well as
the C85A, D37N, and C152S replacements. NADP+ and MTX (methotrexate)
were in the active site. MTX was manually modified to folate (N4 mutated to O4 and CM removed). When preparing
the occluded product ternary complex (E:THF:NADP+), the
initial structure containing the T46C-CN probe was obtained from PDB 1RX6(10) and three replacements were introduced, namely, C85A, C152S,
and D37N. The active site contains NADP+ and DDF (5,10-dideazatetrahydrofolic
acid), which was later modified to THF and the missing ring added
to NADP+. The protonation states of titratable residues
were determined with PROPKA ver. 3.0 3.[45] The structures of the two states were solvated by placing them in
a 100 × 80 × 80 Å3 pre-equilibrated box
of water molecules. Five nanoseconds of classical MD simulations were
run to equilibrate the systems using the AMBER force field,[46] as implemented in NAMD software.[47] Parameters for both substrates were computed
with Antechamber at the AM1 level,[48] while
those for the cofactor were from previously published data.[49] The holoenzyme binary complex E:NADPH was prepared
from the Michaelis complex, E:NADP+:folate, by removing
the substrate and running 5 ns of classical MD simulations for equilibration
(see SI for details). In order to carry
out the frequency determination of the nitrile bond, a hybrid QM/MM
scheme was used, where the probe was described by a BVP86 functional
with the standard 6-311++g(d,p) basis set and the rest of the protein
and water molecules with OPLS-AA[50] and
TIP3P[51] classical force fields, respectively
(see SI for details).
Authors: Louis Y P Luk; J Javier Ruiz-Pernía; William M Dawson; E Joel Loveridge; Iñaki Tuñón; Vicent Moliner; Rudolf K Allemann Journal: J Am Chem Soc Date: 2014-11-26 Impact factor: 15.419
Authors: James C Phillips; Rosemary Braun; Wei Wang; James Gumbart; Emad Tajkhorshid; Elizabeth Villa; Christophe Chipot; Robert D Skeel; Laxmikant Kalé; Klaus Schulten Journal: J Comput Chem Date: 2005-12 Impact factor: 3.376
Authors: Gira Bhabha; Damian C Ekiert; Madeleine Jennewein; Christian M Zmasek; Lisa M Tuttle; Gerard Kroon; H Jane Dyson; Adam Godzik; Ian A Wilson; Peter E Wright Journal: Nat Struct Mol Biol Date: 2013-09-29 Impact factor: 15.369
Authors: Qun Wan; Brad C Bennett; Troy Wymore; Zhihong Li; Mark A Wilson; Charles L Brooks; Paul Langan; Andrey Kovalevsky; Chris G Dealwis Journal: ACS Catal Date: 2021-04-28 Impact factor: 13.084