The encapsulation of proteins and nucleic acids within the nanoscale water core of reverse micelles has been used for over 3 decades as a vehicle for a wide range of investigations including enzymology, the physical chemistry of confined spaces, protein and nucleic acid structural biology, and drug development and delivery. Unfortunately, the static and dynamical aspects of the distribution of water in solutions of reverse micelles complicate the measurement and interpretation of fundamental parameters such as pH. This is a severe disadvantage in the context of (bio)chemical reactions and protein structure and function, which are generally highly sensitive to pH. There is a need to more fully characterize and control the effective pH of the reverse micelle water core. The buffering effect of titratable head groups of the reverse micelle surfactants is found to often be the dominant variable defining the pH of the water core. Methods for measuring the pH of the reverse micelle aqueous interior using one-dimensional (1)H and two-dimensional heteronuclear NMR spectroscopy are described. Strategies for setting the effective pH of the reverse micelle water core are demonstrated. The exquisite sensitivity of encapsulated proteins to the surfactant, water content, and pH of the reverse micelle is also addressed. These results highlight the importance of assessing the structural fidelity of the encapsulated protein using multidimensional NMR before embarking upon a detailed structural and biophysical characterization.
The encapsulation of proteins and nucleic acids within the nanoscale water core of reverse micelles has been used for over 3 decades as a vehicle for a wide range of investigations including enzymology, the physical chemistry of confined spaces, protein and nucleic acid structural biology, and drug development and delivery. Unfortunately, the static and dynamical aspects of the distribution of water in solutions of reverse micelles complicate the measurement and interpretation of fundamental parameters such as pH. This is a severe disadvantage in the context of (bio)chemical reactions and protein structure and function, which are generally highly sensitive to pH. There is a need to more fully characterize and control the effective pH of the reverse micelle water core. The buffering effect of titratable head groups of the reverse micelle surfactants is found to often be the dominant variable defining the pH of the water core. Methods for measuring the pH of the reverse micelle aqueous interior using one-dimensional (1)H and two-dimensional heteronuclear NMR spectroscopy are described. Strategies for setting the effective pH of the reverse micelle water core are demonstrated. The exquisite sensitivity of encapsulated proteins to the surfactant, water content, and pH of the reverse micelle is also addressed. These results highlight the importance of assessing the structural fidelity of the encapsulated protein using multidimensional NMR before embarking upon a detailed structural and biophysical characterization.
Reverse micelles are
nanoscale assemblies that spontaneously organize
from mixtures of appropriate surfactant molecules, small volumes of
polar solvent, and bulk nonpolar solvent. The polar, typically aqueous[1] interior of a reverse micelle provides a stable
nanoscale confinement volume that has been used for decades in a wide
variety of applications in synthetic, physical, and biological chemistry.
Reverse micelles have been used for studies of nanoconfinement effects
on water behavior,[2−4] protein structure[5−12] and biophysics,[13−16] enzymatic catalysis,[17] and nucleic acid
structure and dynamics[18] and even used
as a vehicle for drug delivery.[19] In recent
years, reverse micelle encapsulation of proteins and nucleic acids
has emerged as a particularly powerful tool for the study of macromolecular
structure, function, and biophysics using high-resolution heteronuclear
NMR spectroscopy.[20−22]The adaptation of reverse micelle encapsulation
for high-resolution
solution NMR spectroscopy of biological macromolecules was originally
undertaken to overcome the deleterious effects of their slow molecular
reorientation. Single protein molecules encapsulated within the aqueous
core of reverse micelles dissolved in low viscosity fluids can thus
be made to tumble faster than they would by themselves in aqueous
solution.[20] Faster molecular reorientation
leads to more optimal NMR relaxation properties and improved performance.
In the context of structural biology and biophysics, the homogeneity
and fidelity of encapsulation become critical and largely define the
utility of this approach. In the context of high-resolution NMR of
encapsulated proteins, small spherical reverse micelles containing
a single protein molecule can be prepared with appropriate surfactant
mixtures under water-limited conditions in short-chain alkane solvents
including propane[20] and ethane.[21,22]Over the past decade there has been a renewed interest in
expanding
the library of surfactant systems that can support encapsulation of
proteins with a range of properties such as isoelectric point, size,
oligomerization state, and the presence of bound ligands or cofactors.
The classic anionic surfactant bis(2-ethylhexyl)sulfosuccinate
(AOT) has proven to be poor in this regard.[22] Appropriate mixtures of amphiphilic surfactants such as cetyltrimethylammonium
bromide (CTAB), dodecyltrimethylammonium bromide (DTAB), lauryldimethylamine
oxide (LDAO), and decylmonoacylglycerol (10MAG) and cosurfactants
such as hexanol form small homogeneous reverse micelles in the low
viscosity short-chain alkanes and have proven to be quite successful
in the encapsulation of proteins and nucleic acids with high structural
fidelity.[9,22−25]A critical parameter for
any chemical application but particularly
in the context of protein biochemistry and biophysics is the pH of
the reverse micelle aqueous core. The concept of pH in the reverse
micelle water pool presents a somewhat complicated situation.[26,27] The measurement and meaning of pH in reverse micelles is complicated
by the potential for interactions between the buffers of the water
pool and the surfactants and by the possibility of an inhomogeneous
distribution within the water core.[28,29] A number of
studies have been undertaken to experimentally characterize pH within
reverse micelle water cores including the use of oxovanadate probes
with 51V NMR,[27,30−33] phosphate and pyrophosphate with 31P NMR,[29,34] measurements of water T2 relaxation
times with proton NMR,[35] and hydroxypyrene
trisulfonate and fluorescein measurements using optical spectroscopy.[26,36]Here we focus on the view of pH provided by solution NMR spectroscopy
of reverse micelles where dynamical effects can be particularly important
to consider. Unlike many other types of spectroscopy, NMR parameters
such as the chemical shift can be averaged by relatively slow processes
on the order of milliseconds or faster. This is an important consideration
in the context of pH where the number of waters in a typical single
reverse micelle core is insufficient to present, on average, even
a single hydronium or hydroxide ion. As a result, the instantaneous “pH”
in the core of an individual reverse micelle may vary widely. Importantly,
however, reverse micelles dissolved in liquid alkane solvents collide
and exchange water cores on the microsecond time scale.[37−39] These exchange events lead to averaging of ionization states on
the chemical shift time scale such that a single average spectrum
is generally obtained. This averaged spectrum offers an assessment
of the overall or effective pH of the ensemble of reverse micelles
in a particular solution.In this study we implement in the
context of the reverse micelle
aqueous core a method that has been previously established for pH
monitoring in bulk aqueous solution, namely, observation of 1H NMR signals of common, unlabeled buffer molecules.[40,41] The approach is validated by reference to the corresponding pH dependence
of amide1H and 15N resonances of an encapsulated
protein. It is found that the titratable surfactant molecules can
dominate the effective pH of the water core and generally overwhelm
the buffering contributions of molecules in the aqueous core. Methods
are described to set the effective pH of the reverse micelle water
pool when a reverse micelle sample is prepared and to adjust the pH
after sample preparation. Importantly, it is shown that the structural
fidelity of an encapsulated protein is often exquisitely sensitive
to the reverse micelle conditions, including the effective pH. It
is highly recommended that the structural integrity of encapsulated
proteins be directly characterized using multidimensional NMR spectroscopy
rather than interrogated with less comprehensive methods such as UV/visible
absorbance or fluorescence emission spectroscopy.
Materials and
Methods
“Empty” Reverse Micelle Sample Preparation
All protein-free or “empty” reverse micelle samples
were prepared by mixing appropriate amounts of surfactant in a 50/50
(v/v) mixture of pentane/d-pentane (d-12) (Cambridge
Isotopes, Cambridge, MA) followed by injection of an appropriate volume
of the desired aqueous buffer solution except samples at pH 7 which
were prepared in 100% d-pentane for collection of
spectra for Figure 1. Three surfactant mixtures
were used: 75 mM cetyltrimethylammonium bromide (CTAB) with
450 mM hexanol as cosurfactant, 75 mM bis(2-ethylhexyl)sulfosuccinate
(AOT), and a mixture of 22.5 mM lauryldimethylamine N-oxide (LDAO) and 52.5 mM decylmonoacylglycerol (10MAG). All
buffers were 25 mM prepared to the stated bulk pH. The volume of buffer
used for reverse micelle samples defines the molar ratio of water
to total surfactant concentration (also known as “water loading”
and designated as W0). For protein-free
samples, a target W0 of 15 was used for
all mixtures. 10MAG/LDAO mixtures had a final W0 of 12, as measured by NMR integration of the 1H spectra. AOT and CTAB samples had a final W0 of 15. 10MAG/LDAO reverse micelles containing imidazole only
were also tested at W0 of 20 to examine
the W0 dependence of buffer response.
All unlabeled chemicals were purchased from Sigma-Aldrich (St. Louis,
MO) except LDAO (Affymetrix, Santa Clara, CA).
Figure 1
Buffer chemical shifts
as a function of target pH in aqueous solution
and reverse micelles composed of various surfactant mixtures. The
pH-dependent chemical shifts of buffer hydrogen atoms[40,41] are shown: (A) acetate; (B) formate; (C, D) imidazole H2 and H4/5,
respectively; (E) Tris. Data are shown for aqueous buffer samples
(orange triangles) and in the three reverse micelle surfactant conditions
tested: AOT (blue squares), CTAB/hexanol (red circles), and 10MAG/LDAO
(green diamonds). In all cases except CTAB/hexanol, the surfactants
were pre-equilibrated with solutions at the target pH (see text).
The signal for Tris overlaps significantly with surfactant peaks in
the 10MAG/LDAO mixture and was therefore omitted from these data.
Representative spectra of each buffer molecule in each environment
at pH 7 are depicted in (F) using the same color scheme with the upper
left spectra corresponding to Tris, the upper right corresponding
to acetate, and the lower spectra corresponding to both formate (left
peak in all spectra) and imidazole chemical shifts.
Characterization
of Surfactant pKa Values
To characterize
the buffering capacity of the surfactant
headgroups, each surfactant (AOT, CTAB, LDAO, and 10MAG) was individually
dissolved (1–2 mM) in water (with 12% ethanol required to solubilize
10MAG) and titrated with 1 M HCl or 1 M NaOH over a pH range from
4 to 10. The pH of all aqueous solutions was monitored with an Accumet
AB15+ Basic pH meter and electrode (Fisher Scientific, Pittsburgh,
PA).
pH and W0 Adjustment of the Reverse
Micelle Core
The pH of the water cores of reverse micelles
was adjusted in two ways. In one approach, samples were prepared using
surfactants as supplied without further purification or manipulation.
CTAB/hexanol reverse micelles prepared with aqueous buffer cores showed
pH values within 0.5 pH units of the aqueous buffer (see below for
measurement methods), indicating that this surfactant mixture does
not contribute appreciable buffering capacity in the pH 4–10
range. In contrast, AOT and 10MAG/LDAO reverse micelles yielded pH
values of 5–5.5 and 7–7.5, respectively, regardless
of the pH of the injected buffer solution, indicating that
these surfactants have significant buffering capacity. The pH of these
samples can be adjusted post facto by the direct addition of the appropriate
amount of HCl or NaOH. After addition of a small volume of acid or
base, the solution was slowly inverted, vortexed for 5–10 s,
and allowed to equilibrate without agitation for 5 min before data
collection. The pH of the aqueous nanopool was monitored with one-dimensional 1H NMR. During this pH adjustment, the W0 often increased by 4 or 5. In order to lower the W0, the pentane and some of the water in the
reverse micelle solution were evaporated by introducing low pressure
N2 gas. The solution was allowed to evaporate to approximately
half of the total volume of the sample and then returned to the full
volume with d-pentane. Depending on the total volume
of the sample, this procedure lowered W0 by approximately 2 or 3. It should be noted that this procedure,
termed the injection–evaporation method, need not have any
impact on the encapsulated protein.[23]The second approach for adjustment of the pH in the reverse micelle
core involved preadjustment of the pH of the AOT and LDAO headgroups
prior to reverse micelle sample preparation as follows. AOT was dissolved
in water (1 mg/mL), titrated to the target pH, and lyophilized. This
procedure was repeated until the lyophilized AOT gave a consistent
pH when redissolved in water. Generally three to four rounds of adjustment
and lyophilization were required. Note that the appearance of the
dried AOT varied with pH: AOT at higher pH (8–10) had a more
coarse-grained appearance than the typical pasty appearance of AOT
at lower pH. The number, positions, and splitting of the AOT1H NMR signals did not change with titration, confirming that
the AOT was chemically unaltered by this pH adjustment. In order to
preadjust the pH of the LDAO headgroup, the appropriate amounts of
LDAO and 10MAG for each sample were dissolved in a solution of 12%
ethanol, titrated to the correct pH, and then lyophilized. Though
LDAO is freely soluble in aqueous solution, 10MAG requires 12% ethanol
to solubilize so that these surfactants could be premixed at the appropriate
pH. A single round of adjustment and lyophilization was sufficient
for the 10MAG/LDAO mixture at all pH values tested. These surfactants
were then used for reverse micelle sample preparation as outlined
above.
Protein Purification and Encapsulation
Uniformly 15N-labeled human ubiquitin (8.5 kDa), oxidized horse cytochrome
c (11.4 kDa), and the L99A mutant of lysozyme from the bacteriophage
T4 virus (18.6 kDa) were prepared as previously described (15NH4Cl from Cambridge Isotopes).[25,42−44] Ubiquitin-containing reverse micelle samples were
prepared as follows. For each sample, 2 mg (hereafter referred to
as one aliquot) of dried ubiquitin was dissolved in 1 mL of water.
The pH of this protein solution was adjusted to the target pH using
dilute (0.1 or 0.01 M) HCl or NaOH; the sample was then lyophilized.
This preadjustment of the protein’s pH prior to encapsulation
is essential for preparation of reverse micelle samples wherein the
protein structural integrity is preserved and the target pH is obtained.
The dried protein was then dissolved in the appropriate volume of
buffer for a target W0 of 10. The same
adjustment of the protein pH may be achieved via dialysis or buffer
exchange methods followed by concentration of the protein sample to
the appropriate volume for encapsulation. The same buffer mix and
preparation method as described above for protein-free samples were
used for ubiquitin-containing reverse micelle samples.To illustrate
the buffering capacity of the AOT and 10MAG/LDAO mixtures, one aliquot
of ubiquitin at pH 5 was encapsulated in unadjusted 10MAG/LDAO, and
one aliquot of ubiquitin at pH 7 was encapsulated in unadjusted AOT.
In order to demonstrate the preparation of an encapsulated protein
sample at a target pH, three samples were prepared with a final protein
concentration of 150 μM and a W0 of 10 using ubiquitin and 10MAG/LDAO that had been preadjusted to
pH 5, 7, or 9. These samples were prepared with the addition of 24
mM hexanol as cosurfactant.[23] In order
to demonstrate the ability to further adjust the pH of protein samples
after encapsulation, the pH 5 ubiquitin sample was titrated to pH
7 and pH 9 using the methods described above for protein-free reverse
micelles, and a 15N HSQC spectrum was recorded at each
pH. Likewise, the pH 7 sample was titrated to pH 5 and a 15N HSQC spectrum was recorded.Cytochrome c was used to demonstrate the degree
of protein foldedness in reverse micelles detected using NMR and optical
spectroscopy. Cytochrome c (6 mM aqueous solution)
was encapsulated in preadjusted 10MAG/LDAO as described above at a W0 of 15 and a pH of 5 to a final protein concentration
of 140 μM. Cytochrome c was also encapsulated
in 75 mM AOT at the same pH and protein concentration. Aqueous cytochrome c was prepared in 50 mM sodium acetate at pH 5 with 50 mM
NaCl. The pH of the aqueous cytochrome c sample was
adjusted to 2.5 by direct addition of HCl using a standard pH meter
for measurement. The cytochrome c in 10MAG/LDAO reverse
micelles was unfolded by titration of the sample through direct addition
of an appropriate volume of 6 M HCl to a pH of ∼2.5, as determined
by the 1H NMR position of the acetate peak. It should be
noted that that stability of this sample was limited (∼2 h)
because of the extremely low pH.The L99A mutant of T4 lysozyme
was used to monitor protein foldedness
in reverse micelles with changing pH and W0 detected using NMR and tryptophan fluorescence emission spectroscopy.
Aqueous T4 lysozyme (5 mM) was prepared in 50 mM sodium acetate at
pH 5 with 50 mM NaCl. The protein was then encapsulated in a 75 mM
surfactant mixture containing 10MAG, LDAO, and DTAB in a molar ratio
of 70:20:10 that had been preadjusted to a pH of 5. In order to monitor
the effect of pH on protein foldedness, T4 lysozyme was encapsulated
at pH 5 at a W0 of 18. The pH was then
adjusted to 3.5 and 2.5 by direct injection of concentrated HCl and
monitored by 1D proton NMR as described above. In order to maintain
a constant W0, the injection–evaporation
method was used as described above. To monitor the effect of water
loading on protein foldedness, T4 lysozyme was initially encapsulated
at pH 5 with a W0 of 12 at a final protein
concentration of 80 μM. The W0 of
the sample was raised to 18 by direct injection of the proper amount
of buffer followed by slow inversion and vortexing for 5–10
s. All mixtures were allowed to equilibrate without agitation for
30 min before data collection.
Optical and Fluorescence
Spectroscopies
Optical spectroscopy
on cytochrome c was used to observe changes in the
absorption of the Soret band upon changing pH. All optical spectra
were collected from 200 to 800 nm on a Cary 50 Bio UV–visible
spectrophotometer (Varian/Agilent Technology, Santa Clara, CA). All
aqueous spectra were baseline-corrected against buffer, while all
reverse micelle spectra were baseline-corrected against pentane. The
optical absorbance graphs were created with Kaleidagraph (Synergy
Software, Reading, PA).Fluorescence emission spectroscopy on
T4 lysozyme (L99A) was used to examine native tryptophan fluorescence
of the encapsulated protein as water loading increased and pH decreased.
An excitation wavelength of 297 nm was used for aqueous protein samples
while a wavelength of 291 was used for reverse micelle samples. These
were the wavelengths of maximum excitation for the samples, respectively.
All emission spectra were collected on a Horiba Jobin Yvon (Edison,
NJ) Fluorolog-3 from 310 to 500 nm with excitation and emission slit
widths of 4 and 1 nm, respectively. Normalized emission spectra were
created with Kaleidagraph.
NMR Spectroscopy
NMR data were collected
at 25 °C
at 500 or 600 MHz (1H) on Bruker AVANCE III spectrometers
equipped with TXI cryoprobes. Buffer molecule chemical shifts were
determined using 1D 1H NMR spectra with a selective presaturation
pulse centered at the methyl region of the protonated pentane (∼2
ppm) to suppress signal from the alkane solvent. Presaturation was
not used for samples in 100% d-pentane. 1H spectra were collected using 256 scans, which was required due
to the relatively low effective concentration of buffer molecules
in the reverse micelle samples (500 μM each as compared to 75
mM surfactant). 15N HSQC spectra of encapsulated ubiquitin
and T4 lysozyme L99A mutant (for the W0 titration study) were collected with 64 and 100 complex increments,
respectively, at 500 MHz. Spectra of encapsulated cytochrome c and T4 lysozyme L99A mutant (for the pH titration study)
were collected at 600 MHz with 48 and 100 complex increments, respectively.
The cytochrome c spectra were linear-predicted to
64 complex increments. The free (bulk) aqueous protein 15N HSQC spectra for ubiquitin and cytochrome c were
collected with 4 scans, while the reverse micelle spectra were collected
with 8 scans. The aqueous spectra for T4 lysozyme L99A mutant were
collected with 16 scans, while the reverse micelle spectra were collected
with 32 scans except for the reverse micelle sample at pH 2.5, which
was collected with 128 scans due to diminished signal-to-noise. One-dimensional 1H spectra were referenced to dimethylsilapentanesulfonate
(DSS, Sigma)[45] and processed using Topspin
3.0. All 15N HSQC spectra were processed using ALNMR.[46] Graphs of chemical shifts and fitting of pH-dependent
chemical shift data were performed with Kaleidagraph.
Results
and Discussion
Monitoring pH in Reverse Micelles
The pH of the aqueous
core encapsulated within a reverse micelle is a complex property of
these systems.[26,27,47] Despite its complexity and importance, this property of reverse
micelle samples is frequently overlooked under the assumption that
the aqueous solution used to prepare a reverse micelle mixture determines
the pH of the encapsulated aqueous core. However, in principle, the
most abundant component that can contribute to the internal pH of
the encapsulated solution in any reverse micelle mixture is titratable
surfactant molecules, which are typically 1–2 orders of magnitude
higher in concentration than the buffer or macromolecular components
of the reverse micelle mixture.[34]Reverse micelles prepared in liquid alkanes and used in structural
biology and biophysics have historically comprised various mixtures
of the anionic AOT, cationic CTAB and its variants, and neutral surfactants
such as hexanol and various polyethers. More recently, a new surfactant
mixture based on the zwitterionic LDAO and the uncharged 10MAG has
been described.[23] To examine the buffering
capacity of the AOT, CTAB, LDAO, and 10MAG headgroups, each was dissolved
in water (with 12% ethanol for 10MAG) and titrated over a pH range
from 4 to 10. As expected, CTAB and 10MAG were found to have no buffering
capacity in this pH range while both AOT and LDAO have apparent pKa values in the range of 3–4. Aqueous
solutions of AOT had an initial pH of 5 to 5.5, regardless of the
manufacturer lot number. Aqueous LDAO solutions showed a broader initial
pH range of 6.5 to 8, depending on which manufacturer batch was used.
From these tests, it was determined that both AOT and LDAO should
have dominant buffering capacity in the reverse micelle mixture. While
measurement of pH in bulk aqueous solution is simple, measurement
of the pH of the reverse micelle core is much more difficult.Previous efforts to measure the pH in reverse micelles have often
used either colorimetric pH indicators or pH-dependent fluorophores.
Optical probes, where the time scale of the reporting phenomenon is
quite short, can be tricky to interpret because of superpositions
of spectra due to subtle pH gradients within the reverse micelle interior
and the propensity for these amphiphilic molecules to partition into
varying regions of the reverse micelle mixture.[27] From the point of view of NMR spectroscopy of macromolecules,
relatively long time scale processes (i.e., millisecond) can result
in chemical shift averaging, and it is this average that captures
information about the structural integrity of encapsulated proteins
by reference to their spectra in bulk aqueous solution. The small
size of the water core of an individual reverse micelle (approximately
103 water molecules) means that at neutral pH only about
one in a million reverse micelles actually carries a hydronium ion.
However, under most conditions, the frequent collision of reverse
micelle particles results in complete averaging of ionization states
of the encapsulated protein and other titratable molecules. The pH-dependence
of 1H NMR resonances of buffer molecules has been shown
previously to provide a rapid and precise measure of the pH in bulk
aqueous solution.[40,41] In order to be useful as a pH
indicator in the context of the reverse micelle water core, buffer
molecules should provide resolved reporter 1H resonances
that do not interfere with the assessment of other parameters of reverse
micelle solutions such as the determination of water loading by integration
of water and surfactant resonances. They should also not interact
significantly with the reverse micelle surfactant shell. Four of the
buffers used for pH determination in bulk solution were identified
to satisfy these criteria: imidazole, Tris, formate, and acetate.
These span a useful pH range of 4–10.[40,41] Imidazole (pKa ≈ 7), which provides
an effective pH indicator range of approximately 5.5–8, contains
three hydrogens whose chemical shifts change as a function of pH.
Imidazole H2 has a chemical shift range of 7.7–8.7 ppm while
the two degenerate H4/5 hydrogens have a chemical shift range of 7.1–7.5
ppm. Tris (pKa ≈ 8) provides an
effective pH indicator range of 6.5–10 and a chemical shift
range of 3.5–3.75 ppm. Formate (pKa ≈ 3.8) provides an effective pH indicator range of 4.0–5.5
and a chemical shift range of 8.38–8.45 ppm. Acetate (pKa ≈ 4.75) has an effective pH range of
4.0–6.5 and a chemical shift range of 1.90–2.05 ppm.
The main impediment to using this approach in reverse micelles is
the low effective concentration of the buffer molecules in the sample
relative to the surfactant molecules and solvent whose NMR signals
can bleed into the signal of the buffer chemical shifts. Deuterated
solvents and the usual solvent suppression techniques[48] can be used to mitigate interference from solvent signals.Initial experiments were performed to investigate the presence
of interactions between buffer molecules and the surfactants used
here. 1H NMR spectra of aqueous solutions containing each
buffer at 25 mM with 25 mM DSS as a chemical shift reference were
recorded in the presence and absence of small amounts (∼1 mM)
of each of the three water-soluble surfactants used (AOT, CTAB, and
LDAO) over the full pH range from 4 to 10 in increments of 0.5. These
experiments confirmed that with small amounts of surfactant present
there were no discernible pKa shifts for
any of the buffer molecules and only minute changes (<0.05 ppm)
in buffer chemical shifts. This result was interpreted as indicating
the absence of strong interactions between the surfactants and buffer
molecules used here. The effects of the three surfactant mixtures
(AOT, CTAB/hexanol, 10MAG/LDAO) on the pH of the reverse micelle water
core were examined using samples prepared with the surfactants as
provided by the manufacturers (i.e., without further purification
or manipulation). Thirteen samples for each surfactant mixture were
prepared by injecting the buffer mixture prepared at 0.5 pH increments
from pH 4 to pH 10. 1H NMR spectra of these samples showed
that the pH of all AOT samples were within 0.5 units of pH 5 while
all 10MAG/LDAO samples showed an aqueous nanopool pH within 0.5 units
of pH 7.5. In contrast, CTAB/hexanol samples showed a simple titration
curve without the need for pre-equilibration (Figure 1), showing that CTAB has negligible buffering capacity in
the reverse micelle mixture over the pH range examined here. These
results confirm that the protonation state of the AOT and LDAO headgroups
dominate the pH of the reverse micelle when these surfactant mixtures
are employed. To prepare samples in AOT or 10MAG/LDAO at a given target
pH, the surfactants were pre-equilibrated to the target pH value (see Materials and Methods). Samples were prepared in
this way for the 13 pH values described above and examined by 1H NMR. The chemical shifts of the buffer molecules as a function
of reverse micelle sample pH along with example spectra obtained at
pH 7.0 are shown in Figure 1.Buffer chemical shifts
as a function of target pH in aqueous solution
and reverse micelles composed of various surfactant mixtures. The
pH-dependent chemical shifts of buffer hydrogen atoms[40,41] are shown: (A) acetate; (B) formate; (C, D) imidazole H2 and H4/5,
respectively; (E) Tris. Data are shown for aqueous buffer samples
(orange triangles) and in the three reverse micelle surfactant conditions
tested: AOT (blue squares), CTAB/hexanol (red circles), and 10MAG/LDAO
(green diamonds). In all cases except CTAB/hexanol, the surfactants
were pre-equilibrated with solutions at the target pH (see text).
The signal for Tris overlaps significantly with surfactant peaks in
the 10MAG/LDAO mixture and was therefore omitted from these data.
Representative spectra of each buffer molecule in each environment
at pH 7 are depicted in (F) using the same color scheme with the upper
left spectra corresponding to Tris, the upper right corresponding
to acetate, and the lower spectra corresponding to both formate (left
peak in all spectra) and imidazole chemical shifts.These data are shown based on the target pH, a
view that illustrates
some inconsistencies (RM vs aqueous) in the measured pH within the
reverse micelle sample depending on which buffer was used to establish
the pH (Figure 1). This is traced to a change
in the effective pKa and shows that some
of the buffers interact with or are otherwise perturbed by the reverse
micelle surfactants. Note that not all buffer molecules are appropriate
for all surfactant mixtures. The pH-dependent hydrogen signal of Tris,
for example, overlaps with a signal from AOT at high pH and overlaps
significantly with one of the LDAO signals at all pH values (Figure 1F). These data indicate that there is not necessarily
a particular buffer that will be ideal for monitoring pH in all reverse
micelle surfactant mixtures. However, a mixture of acetate and imidazole
offers general applicability over a wide range of pH values (4–8.5).Clearly the pH indicator molecules may experience a shift in their
apparent pKa values by as much as 1 pH
unit upon encapsulation in some surfactant mixtures. For example,
in the imidazole plots (Figure 1C,D), the chemical
shifts of the AOT-encapsulated buffer appear to closely match those
seen in aqueous solution while in the 10MAG/LDAO and CTAB/hexanol
mixtures the chemical shifts seem to show a reduction in the pKa from 7 to approximately 6.2. Comparison of
the pH response of imidazole to that of Tris (Figure 1E) in the CTAB/hexanol mixture yields a conflicting result;
i.e., one or more of the pH indicator molecules have experienced a
shift in pKa as a result of encapsulation.To more quantitatively assess the apparent pKa shifts for imidazole, the data were fit to eq 1,[41]where δA and δHA are the chemical shifts of the basic
and acidic forms of
the buffer, respectively, and δobs is the observed
buffer chemical shift in a given sample. The data were fit using the
target pH as the known quantity to determine an apparent pKa for each solution condition (Table 1). On the basis of these data alone, the assumption
that the sample is at the target pH is unfounded but the data from
encapsulated proteins confirm the validity of this assumption (see
below).
Table 1
Effective pKa of Imidazole in Various Reverse Micelles
sample condition
imidazole (H2)
imidazole (H4/5)
aqueous
6.96
6.98
AOT (W0 = 15)
7.29
7.30
CTAB (W0 = 15)
6.22
6.21
10MAG/LDAO (W0 = 12)
6.14
6.16
10MAG/LDAO (W0 = 20)
6.72
6.79
The pKa of imidazole varies by as much
as 0.9 pH units across the various reverse micelle surfactant mixtures
examined. The pKa is also influenced by
the water loading in the 10MAG/LDAO surfactant system. The sensitivity
of the apparent pKa of the indicator buffers
requires that the pH-dependent response must first be characterized
for each surfactant mixture.
Surfactant Molecules Dominate the pH of Reverse
Micelles
The chemical shifts of proteins are well-known to
exhibit exquisite
sensitivity to pH. The amidenitrogen and amidehydrogen chemical
shifts of the 8.5 kDa protein ubiquitin were used as indicators of
the pH environment in the reverse micelle core. Ubiquitin was chosen
as the protein indicator for these studies because of its stability
over a wide pH range and its previously characterized amenability
to encapsulation in many different surfactant mixtures.[9,22,49] Ubiquitin was prepared in aqueous
solution at pH 5 or pH 7, and 15N HSQC spectra were recorded
(Figure 2A and Figure 2C, respectively). These spectra show the typical degree of pH-dependent
chemical shift changes for proteins in aqueous solution. The aqueous
protein sample at pH 5 was then encapsulated in 10MAG/LDAO, while
the aqueous sample at pH 7 was encapsulated in AOT, both without preadjustment
of the surfactant pH. 15N HSQC spectra were collected for
both of these reverse micelle samples (Figure 2B and Figure 2D, respectively.) As described
above, the chemical shifts of the buffer molecules in these samples
indicated that the injected solution of ubiquitin, initially at pH
7, shifted to pH ≈ 5 upon encapsulation in unadjusted AOT.
The protein 15N HSQC spectrum agrees with this result.
Indeed, this spectrum matches the previously determined assignments
of encapsulated ubiquitin at pH 5.[9] By
the same token, the buffer chemical shifts of ubiquitin solution,
initially set to pH 5 and then encapsulated in unadjusted 10MAG/LDAO
(2B), indicate that the aqueous core of the reverse micelle was at
pH 7. The chemical shifts of the encapsulated ubiquitin closely match
those of the aqueous pH 7 spectrum (2A). From these data, it is clear
that the surfactant dominates the pH of the aqueous nanopool for reverse
micelle mixtures composed of surfactants with titratable headgroups
even in the presence of macromolecules.
Figure 2
15N HSQC spectra
of uniformily 15N-labeled
ubiquitin in aqueous solution at different pH and in various reverse
micelle mixtures. Aqueous ubiquitin at pH 5 (A) was encapsulated in
10MAG/LDAO reverse micelles without prior pH equilibration of the
surfactants. (B) Similarly, aqueous ubiquitin at pH 7 (C) was encapsulated
in AOT without prior pH equilibration of the surfactant (D).
15N HSQC spectra
of uniformily 15N-labeled
ubiquitin in aqueous solution at different pH and in various reverse
micelle mixtures. Aqueous ubiquitin at pH 5 (A) was encapsulated in
10MAG/LDAO reverse micelles without prior pH equilibration of the
surfactants. (B) Similarly, aqueous ubiquitin at pH 7 (C) was encapsulated
in AOT without prior pH equilibration of the surfactant (D).
Calibration of the Reverse
Micelle Interior for Encapsulation
of Proteins
The goal of this work was to establish a method
by which reverse micelles could be prepared at a target pH or adjusted
to a target pH after formation of the reverse micelle mixture. Both
encapsulated ubiquitin and the chemical shifts of the four buffer
molecules indicate clearly that the pH of the encapsulated solution
is dominated by the protonation state of the AOT or 10MAG/LDAO surfactants
prior to sample preparation. The 15N HSQC spectrum of encapsulated
ubiquitin was used to determine whether pre-equilibration of surfactants
with an aqueous solution set at a target pH could be used to effectively
set the effective pH of the reverse micelle core.15N HSQC spectra
of uniformily 15N-labeled
ubiquitin in aqueous solution at different pH and in 10MAG/LDAO reverse
micelle mixtures pre-equilibrated to a given pH and after titration.
Aqueous ubiquitin samples (left column) at the indicated pH were encapsulated
in10MAG/LDAO to a W0 of 10 that had been
pre-equilibrated to the same pH (middle column). The preadjusted pH
9 reverse micelle sample was titrated to pH 7, then to pH 5. The preadjusted
pH 7 reverse micelle sample was titrated to pH 9. The pH was monitored
by tracking the chemical shift changes of the imidazole and acetate
buffers in the solution.Ubiquitin was prepared in aqueous solution with a mixture
of the
four buffer pH indicators at three pH values: 5, 7, and 9. 15N HSQC spectra were taken for each sample to have a reference spectrum
of the aqueous protein to compare to the reverse micelle-encapsulated
counterparts (Figure 3). These protein samples
were then encapsulated in 10MAG/LDAO reverse micelles. 10MAG/LDAO
was chosen for these tests because of its capacity to reproduce the
aqueous chemical shifts of proteins upon encapsulation and its applicability
to a wide variety of proteins over a broad pH range.[23] The surfactants had been pre-equilibrated to pH 5, 7 and
9, respectively, as described in Materials and Methods. The corresponding 1H NMR spectra showed buffer resonance
chemical shifts that closely matched those of the preadjusted protein-free
samples (see Figure 1). The corresponding 15N HSQC spectra (Figure 3) showed excellent
agreement with the aqueous spectra, indicating that the effective
pH of the reverse micelle water core had been set to the desired target.
Thus, the shift of the pKa of imidazole
is due to encapsulation in 10MAG/LDAO and the titration curves shown
in Figure 1 can be used for calibration of
the internal pH of 10MAG/LDAO reverse micelles.
Figure 3
15N HSQC spectra
of uniformily 15N-labeled
ubiquitin in aqueous solution at different pH and in 10MAG/LDAO reverse
micelle mixtures pre-equilibrated to a given pH and after titration.
Aqueous ubiquitin samples (left column) at the indicated pH were encapsulated
in10MAG/LDAO to a W0 of 10 that had been
pre-equilibrated to the same pH (middle column). The preadjusted pH
9 reverse micelle sample was titrated to pH 7, then to pH 5. The preadjusted
pH 7 reverse micelle sample was titrated to pH 9. The pH was monitored
by tracking the chemical shift changes of the imidazole and acetate
buffers in the solution.
To test the
utility of the buffer chemical shifts for measurement
and adjustment of the reverse micelle pH, the pre-equilibrated reverse
micelle samples were titrated to a different target pH by direct addition
of concentrated acid or base while maintaining the W0 of the sample (see Materials and Methods for details). These titrations were monitored using only the 1H NMR signals of the imidazole and acetate buffers. Once the
target pH was reached, a 15N HSQC spectrum was collected
(Figure 3, right column). The spectra of the
titrated samples closely match those of both the pre-equilibrated
and aqueous samples, confirming the utility of the internal buffer
signals for measurement and adjustment of the pH of the reverse micelle
core.
Composition and pH of the Reverse Micelle Can Affect Protein
Stability
Whether or not a protein remains in its native
conformation upon encapsulation is dependent on many factors including
the composition of the surfactant mixture, the water loading, and
the pH.[15,22,49] Despite the
wealth of studies on proteins encapsulated in reverse micelles, efforts
to discern the structural fidelity of the encapsulated protein vary
widely.[6,17] Often no detailed examination of the conformational
state of the encapsulated protein is undertaken, and if considered,
only low-resolution methods such as optical spectroscopy or circular
dichroism have been used.[5−8,17]The vast majority
of previous studies on encapsulated proteins have used AOT as the
reverse micelle surfactant system. As we have demonstrated before[22] and show again here, AOT reverse micelles can
frequently solubilize proteins with great efficiency, but solution
NMR measurements of these samples show that most proteins
are largely or completely unstructured in AOT reverse micelle solution. Ubiquitin is the sole notable exception.[9,50−52] Figure 4 demonstrates the
sensitivity of cytochrome c to the precise conditions
of encapsulation. Though encapsulation in AOT reverse micelles solubilizes
cytochrome c, a 15N HSQC of the sample
reveals that the protein is highly conformationally disordered, as
evidenced by the collapsed spectrum (Figure 4E). The spectrum of aqueous cytochrome c conversely
shows the typical dispersion of a stably folded protein (Figure 4A). Encapsulation of the protein in the charge-neutral
10MAG/LDAO surfactant mixture results in a sample with a spectrum
that closely mimics that obtained in aqueous solution (Figure 4C). In this case, though the pH of the reverse micelle
samples (as determined by the 1H buffer signals) are identical
to that in aqueous solution, the surfactants can significantly influence
the structural state of the encapsulated protein. Using the buffer
molecules as internal pH indicators, the unfolding of this protein
as a function of pH can be reproduced in the 10MAG/LDAO reverse micelles
with similar spectral results by NMR (Figure 4 B,D). Although some contribution from a denaturing interaction with
the anionic headgroups of AOT is not ruled out, these results do point
to an essential role for controlling the effective pH of the reverse
micelle water core in maintaining the structural fidelity of the encapsulated
protein.
Figure 4
15N HSQC and
Soret band absorption spectra of uniformily 15N-labeled
cytochrome c in aqueous solution
at different pH and reverse micelle mixtures to monitor protein foldedness.
Native aqueous cytochrome c at pH 5 (A) is shown
to unfold at pH 2.5 in aqueous solution (B). Similarly, native RM-encapsulated
cytochrome c in 10MAG/LDAO reverse micelle mixtures
at pH 5 (C) is shown to unfold at pH ≈ 2.5 in the same mixture
(D). Cytochrome c in AOT reverse micelles at pH 5
conversely is also unfolded (E). All reverse micelle mixtures had
a final protein concentration of 140 μM and W0 of 15. Normalized optical absorbance spectra of all
samples (A–E) from 315 to 575 nm are also shown (F).
Evaluation of these various conditions by visible absorption
spectroscopy
of the Soret band yields results that are much more difficult to interpret.
The Soret absorption of the aqueous and 10MAG/LDAO-encapsulated proteins
at pH 5 matches closely with absorbance maxima at 410 nm, but the
absorption in AOT reverse micelles differs slightly. This difference
has been noted previously and has been variously interpreted,[53−56] but the spectral change matches closely with that induced by unfolding
of cytochrome c upon binding to DOPC micelles.[57] Note that the Q-band of the heme at ∼525
nm shows marked differences for the aqueous and 10MAG/LDAO-encapsulated
protein despite the clear NMR evidence that both are in their native
conformations. Though shift in the Q-band of the protein encapsulated
in AOT is slight and therefore somewhat ambiguous, the NMR spectra
clearly show that the protein is denatured in that reverse micelle
system. The response of the Soret band to pH-induced unfolding of
the protein[52] varies considerably between
aqueous and reverse micelle conditions.15N HSQC and
Soret band absorption spectra of uniformily 15N-labeled
cytochrome c in aqueous solution
at different pH and reverse micelle mixtures to monitor protein foldedness.
Native aqueous cytochrome c at pH 5 (A) is shown
to unfold at pH 2.5 in aqueous solution (B). Similarly, native RM-encapsulated
cytochrome c in 10MAG/LDAO reverse micelle mixtures
at pH 5 (C) is shown to unfold at pH ≈ 2.5 in the same mixture
(D). Cytochrome c in AOT reverse micelles at pH 5
conversely is also unfolded (E). All reverse micelle mixtures had
a final protein concentration of 140 μM and W0 of 15. Normalized optical absorbance spectra of all
samples (A–E) from 315 to 575 nm are also shown (F).While the wavelength of maximal
absorption shifts to 395 nm in
aqueous solution at pH 2.5, the shift in 10MAG/LDAO reverse micelles
is much more dramatic (375 nm). These data demonstrate the clarity
offered by solution NMR and its necessity for evaluation of the structural
integrity of encapsulated proteins as well as the utility of the present
method for pH adjustment and monitoring in reverse micelle systems.
The L99A mutant of lysozyme from T4 bacteriophage is also unfolded
under acidic conditions. In aqueous solution, the protein is in a
natively folded state at pH 5 and becomes increasingly unfolded as
the pH is lowered until it is completely unfolded at a pH of 2.5 (Figure
S1 of the Supporting Information). Figure 5 demonstrates that this is also the case for T4
lysozyme when encapsulated in the 10MAG/LDAO/DTAB reverse micelles.
The encapsulated L99A mutant of T4 lysozyme is shown to maintain its
native fold at a pH of 5 (5A). The pH was lowered by direct injection
of HCl and monitored using the proton chemical shift of acetate buffer
molecules. As the pH of the sample is lowered to 3.5, the 15N HSQC spectrum (5B) shows that the protein is beginning to unfold.
This is evident because of the collapse and disappearance of multiple
peaks in the pH 3.5 spectrum as highlighted by the insets in Figures 5A and Figure 5B. Much like
in aqueous solution, lowering the pH of the sample to 2.5 caused the
loss and collapse of the majority of peaks in the 15N HSQC
spectrum (5C), indicating that the T4 lysozyme is fully unfolded.
Figure 5
15N HSQC and fluorescence emission
spectra of uniformily 15N-labeled T4 lysozyme L99A mutant
in reverse micelle mixtures
at varying pH to monitor protein foldedness. Aqueous L99A mutant of
T4 lysozyme at pH 5 is encapsulated in a natively folded state in
a 10MAG/LDAO/DTAB reverse micelle mixture at a water loading of 18
(A). The pH of the sample was lowered to 3.5 to create a partially
unfolded state (B) and subsequently lowered to pH 2.5 to create a
fully unfolded state (C). Insets in (A) and (B) demonstrate protein
unfolding by showing the collapse and disappearance of peaks. All
reverse micelle mixtures had a final protein concentration of 80 μM.
Tryptophan fluorescence emission spectra (D) of all three reverse
micelle samples (A–C) along with aqueous samples at the same
pH are shown in red, black, and blue, respectively. Solid lines represent
the aqueous protein while dashed lines represent the reverse micelle
mixture.
Native tryptophan fluorescence is frequently used to assess the
structural state of soluble proteins both in aqueous solution and
in reverse micelles.[58] Figure 5D shows fluorescence spectra of aqueous and encapsulated
T4 lysozyme samples at pH 5, 3.5, and 2.5. Although the 15N HSQC clearly demonstrates that the lysozyme is in a partially unfolded
state at pH 3.5, the fluorescence spectra are virtually identical
regardless of solution condition (bulk or RM). This could lead to
incorrect assumptions about the protein’s conformational state
in the absence of NMR data. There is only a clear shift in the peak
of the fluorescence emission from 339 to 342 nm (Figure 5D, blue dashed curve) once the protein is completely unfolded
(Figure 5C) at pH 2.5. This phenomenon is replicated
in aqueous solution (Figure 5D solid curves),
although the shift in aqueous solution when the protein completely
unfolds (from 334 to 348 nm) is much larger than in the reverse micelle
mixture. These observations strongly suggest that solution NMR spectroscopy
should be employed whenever possible to unambiguously assess the conformational
state of encapsulated proteins.15N HSQC and fluorescence emission
spectra of uniformily 15N-labeled T4 lysozyme L99A mutant
in reverse micelle mixtures
at varying pH to monitor protein foldedness. Aqueous L99A mutant of
T4 lysozyme at pH 5 is encapsulated in a natively folded state in
a 10MAG/LDAO/DTAB reverse micelle mixture at a water loading of 18
(A). The pH of the sample was lowered to 3.5 to create a partially
unfolded state (B) and subsequently lowered to pH 2.5 to create a
fully unfolded state (C). Insets in (A) and (B) demonstrate protein
unfolding by showing the collapse and disappearance of peaks. All
reverse micelle mixtures had a final protein concentration of 80 μM.
Tryptophan fluorescence emission spectra (D) of all three reverse
micelle samples (A–C) along with aqueous samples at the same
pH are shown in red, black, and blue, respectively. Solid lines represent
the aqueous protein while dashed lines represent the reverse micelle
mixture.In addition to the dependence
of encapsulated proteins on the nature
of the surfactant interface, the water content of the reverse micelle
can also play an important role in maintenance of structural fidelity.
Figure 6 shows the W0 dependence of the L99A mutant of T4 lysozyme when encapsulated in
10MAG/LDAO/DTAB reverse micelles. The 15N HSQC spectra
of T4 lysozyme L99A clearly show that upon encapsulation of the aqueous
protein (Figure 6A) in 10MAG/LDAO/DTAB reverse
micelles, the amount of water within the reverse micelle ensemble
greatly influences the protein conformational ensemble. At low W0 many peaks that closely match the aqueous
spectrum are observed, suggesting that the encapsulated protein is
largely folded. However, the collapse and disappearance of a number
of peaks show that the lysozyme populates a range of partially unfolded
states under this condition (Figure 6B). Upon
increasing the W0 of the sample from 12
to 18, however, there is a marked improvement in spectral quality
and the reappearance of the missing peaks indicating a shift toward
a fully native fold (Figure 6C).
Figure 6
15N HSQC and fluorescence emission spectra of uniformily 15N-labeled T4 lysozyme L99A mutant in aqueous solution and
reverse micelle mixtures at various water loadings to monitor protein
foldedness. Aqueous L99A mutant of T4 lysozyme at pH 5 (A) is encapsulated
in a partially unfolded state in a 10MAG/LDAO/DTAB reverse micelle
mixture at a water loading of 12. The water loading was increased
to 18 (C) to allow for proper protein folding. Both reverse micelle
mixtures had a final protein concentration of 80 μM. Tryptophan
fluorescence emission spectra (D) of all three protein samples (A–C)
are shown in red, blue, and purple, respectively.
15N HSQC and fluorescence emission spectra of uniformily 15N-labeled T4 lysozyme L99A mutant in aqueous solution and
reverse micelle mixtures at various water loadings to monitor protein
foldedness. Aqueous L99A mutant of T4 lysozyme at pH 5 (A) is encapsulated
in a partially unfolded state in a 10MAG/LDAO/DTAB reverse micelle
mixture at a water loading of 12. The water loading was increased
to 18 (C) to allow for proper protein folding. Both reverse micelle
mixtures had a final protein concentration of 80 μM. Tryptophan
fluorescence emission spectra (D) of all three protein samples (A–C)
are shown in red, blue, and purple, respectively.Native tryptophan fluorescence was used again to monitor
the structural
state of T4 lysozyme L99A mutant with varying W0. Inspection of the tryptophan fluorescence spectra (Figure 6D) of the aqueous protein (red) upon encapsulation
yields results that would be doubly misleading in the absence of NMR
data. When encapsulated at a W0 of 12
(blue), the native tryptophan fluorescence of T4 L99A shows a clear
red shift of the emission peak maximum from 333 to 339 nm. Such a
red shift is typically interpreted as being indicative of the exposure
of tryptophan side chains to solvent due to protein unfolding. In
the context of the reverse micelle, exposure to solvent becomes less
straightforward to interpret than in aqueous solution. The15N HSQC of T4 L99A at W0 of 12 (Figure 6B) shows clear resolution of three distinct tryptophan
indole peaks (lower left of the spectrum) that closely match those
in aqueous solution. The traditional interpretation of the fluorescence
data argue that the tryptophan residues are in a non-native environment,
but the NMR data clearly show that the tryptophan residues are largely
in their native conformation. Upon increase of W0 from 12 to 18, the fluorescence spectrum (purple) remains
unchanged with the emission peak maximum remaining at 339 nm, despite
the full structural fidelity evident in the NMR data at this condition.
Here the fluorescence data alone would indicate that changing the W0 had no impact on the encapsulated protein,
but the NMR data clearly demonstrate that this is not the case. These
data strongly indicate that NMR spectroscopy is optimal for both calibration
of the internal pH of reverse micelle samples and confirmation of
encapsulated protein structural fidelity.
Authors: Nathaniel V Nucci; Bryan S Marques; Sabrina Bédard; Jakob Dogan; John M Gledhill; Veronica R Moorman; Ronald W Peterson; Kathleen G Valentine; Alison L Wand; A Joshua Wand Journal: J Biomol NMR Date: 2011-07-12 Impact factor: 2.835
Authors: Kathleen G Valentine; Ronald W Peterson; Jamil S Saad; Michael F Summers; Xianzhong Xu; James B Ames; A Joshua Wand Journal: Structure Date: 2010-01-13 Impact factor: 5.006
Authors: Brian Fuglestad; Bryan S Marques; Christine Jorge; Nicole E Kerstetter; Kathleen G Valentine; A Joshua Wand Journal: Methods Enzymol Date: 2018-12-10 Impact factor: 1.600
Authors: Alyssa B Sanders; Jacob T Zangaro; Nakoa K Webber; Ryan P Calhoun; Elizabeth A Richards; Samuel L Ricci; Hannah M Work; Daniel D Yang; Kaitlyn R Casey; Joseph C Iovine; Gabriela Baker; Taylor V Douglas; Sierra B Dutko; Thomas J Fasano; Sarah A Lofland; Ashley A Rajan; Mihaela A Vasile; Benjamin R Carone; Nathaniel V Nucci Journal: Molecules Date: 2022-02-27 Impact factor: 4.411
Authors: Igor Dodevski; Nathaniel V Nucci; Kathleen G Valentine; Gurnimrat K Sidhu; Evan S O'Brien; Arthur Pardi; A Joshua Wand Journal: J Am Chem Soc Date: 2014-02-19 Impact factor: 15.419