There is currently great interest in understanding the limits on NMR signal enhancements provided by dynamic nuclear polarization (DNP), and in particular if the theoretical maximum enhancements can be achieved. We show that over a 2-fold improvement in cross-effect DNP enhancements can be achieved in MAS experiments on frozen solutions by simply incorporating solid particles into the sample. At 9.4 T and ∼105 K, enhancements up to εH = 515 are obtained in this way, corresponding to 78% of the theoretical maximum. We also underline that degassing of the sample is important to achieve highest enhancements. We link the amplification effect to the dielectric properties of the solid material, which probably gives rise to scattering, diffraction, and amplification of the microwave field in the sample. This is substantiated by simulations of microwave propagation. A reduction in sample heating at a given microwave power also likely occurs due to reduced dielectric loss. Simulations indicate that the microwave field (and thus the DNP enhancement) is inhomogeneous in the sample, and we deduce that in these experiments between 5 and 10% of the solution actually yields the theoretical maximum signal enhancement of 658. The effect is demonstrated for a variety of particles added to both aqueous and organic biradical solutions.
There is currently great interest in understanding the limits on NMR signal enhancements provided by dynamic nuclear polarization (DNP), and in particular if the theoretical maximum enhancements can be achieved. We show that over a 2-fold improvement in cross-effect DNP enhancements can be achieved in MAS experiments on frozen solutions by simply incorporating solid particles into the sample. At 9.4 T and ∼105 K, enhancements up to εH = 515 are obtained in this way, corresponding to 78% of the theoretical maximum. We also underline that degassing of the sample is important to achieve highest enhancements. We link the amplification effect to the dielectric properties of the solid material, which probably gives rise to scattering, diffraction, and amplification of the microwave field in the sample. This is substantiated by simulations of microwave propagation. A reduction in sample heating at a given microwave power also likely occurs due to reduced dielectric loss. Simulations indicate that the microwave field (and thus the DNP enhancement) is inhomogeneous in the sample, and we deduce that in these experiments between 5 and 10% of the solution actually yields the theoretical maximum signal enhancement of 658. The effect is demonstrated for a variety of particles added to both aqueous and organic biradical solutions.
Dynamic nuclear polarization
(DNP)[1−3] has recently attracted
considerable interest to enhance the sensitivity of both solution
and solid-state NMR experiments by several orders of magnitude.[4−9] In a DNP experiment the polarization of unpaired electrons, usually
from stable radicals, is transferred to nuclei by applying microwave
irradiation to saturate an electron spin transition. This can provide
a theoretical maximum NMR signal enhancement of γe/γn, where γe and γn are the gyromagnetic ratios of the electron and nucleus in question
(γe/γ1H = 658, γe/γ13C = 2618, γe/γ15N = 6494). In both dissolution and magic angle spinning (MAS) DNP
experiments, intrinsically diamagnetic samples are usually doped with
exogenous radical polarizing agents such as stable trityl or nitroxide
radicals.[4,10−12] In dissolution DNP experiments
carbon-13 is usually directly polarized, and polarizations above 10%
are routinely obtained with low sample temperatures (<5 K). Jannin
et al. recently reported polarization of 71% achieved by cross-polarization
from protons to carbon-13 at 1.2 K in a magnetic field of 6.7 T.[13] Similarly, with state of the art biradical polarizing
agents, proton DNP enhancements (εH) of up to 230
and 235 have been reported for organic or aqueous biradical solutions,
respectively, with magnetic fields of 5–9.4 T and sample temperatures
of ca. 80–105 K.[14−17] These large MAS DNP solid-state NMR signal enhancements
have enabled the characterization of a diverse range of chemical systems
such as functionalized porous materials,[7,18−21] polymers,[22,23] nanoparticles,[7,21,24,25] pharmaceuticals,[26−28] and several biomolecular systems[29−40] that would have otherwise been inaccessible. Similarly, dissolution
DNP has enabled many novel magnetic resonance experiments that hold
great promise for improved detection of cancers,[8,9,41,42] better understanding
of metabolic pathways,[9,43,44] and applications in chemistry.[21,45] The key to
all of these applications is obtaining large DNP enhancements that
translate into greatly improved sensitivity for magnetic resonance
experiments.As a result, there is currently great interest
in understanding
the factors that limit DNP enhancements (e.g., polarizing agents,
hardware, MAS rate, temperature, etc.). Here we show that over a 2-fold
improvement in cross-effect (CE) DNP enhancements can be achieved
in MAS DNP experiments of frozen solutions by incorporating solid
particles into the samples. At 9.4 T and ∼105 K enhancements
up to εH = 515 have been obtained, corresponding
to 78% of the theoretical maximum. We link this effect to the dielectric
properties of the solid material, which give rise to scattering, diffraction,
and amplification of the microwave field in the sample, substantiated
by simulations of microwave propagation, and to a reduction in sample
heating at a given microwave power due to reduced dielectric loss.
In passing we also notice that thorough degassing of the sample is
crucial to achieve highest enhancements. The effect is demonstrated
for a variety of particles added to both aqueous and organic biradical
solutions.
Experimental Section
All DNP
experiments were carried out on a commercial Bruker Avance
III 400 MHz NMR spectrometer equipped with a 263 GHz gyrotron microwave
source using a 3.2 mm triple resonance MAS probe at sample temperatures
around 100 K.[46] In general the microwave
power was optimized to obtain the largest DNP enhancements, although
the variation in enhancement with microwave power is discussed below
for some samples. The magnet sweep coil was used to set the main magnetic
field so that microwave irradiation occurred at the maximum positive
enhancement for a sample containing TOTAPOL. Proton DNP enhancements
(εH) were directly measured using a spin echo pulse
sequence with a single rotor cycle echo delay to remove probe background
signals. The 1H–13C cross-polarization
(CP) DNP enhancements (εC CP) were measured
with a standard ramped CP pulse sequence. Since the 1H–13C CP signal is observed, εC CP corresponds
to the proton enhancements of the frozen solution. In all cases measured
values of εH and εC CP differed
by less than 5%. In most cases ε was measured by comparing the
intensity of the spectrum acquired with microwave irradiation to that
acquired without. In some cases integrated intensities were compared
to determine εC CP in order to account for
line narrowing arising from microwave induced sample heating. More
details on the NMR parameters and spectra used for DNP enhancement
measurements are in the Supporting Information.The mixed solution-solid material samples were prepared by
placing
a weighed amount of dry material into a sapphire MAS rotor. The materials
were chosen based on their dielectric constants and loss tangents
to cover various possible mutual relations of these two parameters.[47] The biradical solution was then added to the
loosely packed crystalline material with a micropipette and the liquid
was distributed throughout the rotor by gently stirring with a syringe
or copper wire. All samples were weighed to determine the precise
composition of the sample. Samples were topped with a PTFE insert
or silicone plug to prevent solution leakage from the rotors. All
samples were weighed before and after performing the experiments to
confirm that no loss of solution occurred. Exact compositions of the
samples are given in the Supporting Information. Since 95/5 (v/v) solutions of dichloromethane and methanol have
been reported to be a good glass forming solutions,[51] a small amount of fully deuterated methanol-d4 (ca. 4–6% by volume) was added to improve glass
formation in the TCE solutions.Samples were partially degassed
inside the low temperature DNP
probe by leaving them under a constant nitrogen flow from the sample
eject gas for approximately 5 min at room temperature prior to first
insertion into the probe at ∼100 K. The samples were then inserted
and an array of DNP solid-state NMR experiments was performed (1H and 13C CPDNP enhancement measurements, T1 measurements, etc.). Samples were then ejected
to the base of the probe and subjected to another 5 min of eject gas
flow. In this way insert–eject (i.e., freeze–thaw) cycling
for each sample was then performed until a constant DNP enhancement
signal build-up rate (TDNP) was measured
for the 1H nuclei of the solution, as discussed below.
Sample temperatures were determined by measuring 79Br longitudinal
relaxation times of crystalline KBr.[49] (see Supporting Information for further details)Finite integral simulations were carried out using the commercial
software package CST Microwave Studio 2013 (CST AG, Darmstadt, Germany).
The systematic sweep of filling factors and epsilon values was performed
on a cylindrical geometry with dimensions similar to that of a 3.2
mm sapphire rotor. Dielectric material properties according to published
literature data[47] were assigned to all
materials. The mesh resolution in the whole structure was automatically
generated, resulting in variable mesh density throughout the model
due to different materials with varying dielectric constant. Within
the sample region, it was manually refined such that the solution/solid
structure within the sample was well resolved, resulting in mesh cells
of approximately (50 μm)3. In all cases, the microwave
irradiation was modeled by using a Gaussian Beam at 263 GHz as field
source. The transient time domain solver was used for calculating
the electromagnetic fields.
Results
The Effect of Incorporating
Solid Particles
Figure 1 shows a comparison
of proton DNP enhancement factors
(εH or εC CP) obtained for
the NMR resonances of the frozen solution. In one experiment the sample
was a bulk solution of a given biradical and in the other experiment
the sample comprised the same solution filled into a rotor containing
solid particles of crystalline potassium bromide (KBr), sapphire (α-Al2O3), calcium fluoride (CaF2), and sodium
chloride (NaCl). In all cases the observed enhancement is significantly
higher when the solid particles are present in the sample, reaching
values between 450 and 515 (or more than 2.5 times the bulk solution
value) for the biradical TEKPol[14] dissolved
in 1,1,2,2-tetrachloroethane (TCE)/methanol-d4 94/6 (v/v) solution. The effect does not change significantly
from one radical to another, as the relative gain in enhancement is
roughly the same for TEKPol, bCTbK, and bTbK solutions. Furthermore,
the effect is not limited to nonpolar organic solvents such as TCE
but is also observed in water-based systems, as exemplified by the
TOTAPOL[50] or AMUPol biradicals[16] dissolved in 60/30/10 glycerol-d8/D2O/H2O mixed with ground sapphire
(having particle sizes of around 300–500 μm), however
the relative gain in enhancement is reduced. Notably, when poly(1,1,2,2-tetrafluoroethylene)
(PTFE) particles are mixed with the TEKPOL/TCE solution, then the
increase in enhancement is more modest, and is discussed below. Figure S1 (Supporting Information) compares the
enhancements obtained for TEKPol/TCE solutions mixed with KBr particles
of different sizes (with solid volume fractions of ca. 65% in all
cases). As shown in Figures S1–S5, larger KBr particle sizes centered around 0.4 mm in diameter provide
the largest enhancements, although the effect is not strongly dependent
upon particle size, with finely ground KBr giving an enhancement of
360. In all these cases, the solutions have been degassed prior to
the measurement, as discussed in the following section.
Figure 1
The two types
of samples used here are schematically represented
in (a) and (b). (c) Comparison of the carbon-13 CP MAS DNP enhancements
(εC CP) obtained at 9.4 T with sample temperatures
of 100 K observed on the resonances of the frozen solution for various
biradicals in bulk solutions (blue, filled) and when the solution
is filled into rotors containing solid particles (red columns, open)
of either KBr, sapphire, NaCl, polytetrafluoroethylene (PTFE) or CaF2. For sapphire and PTFE the 1H enhancement was
measured directly. Further details are given in the Experimental Section. The dashed line indicates the theoretical
maximum achievable proton enhancement of 658.
The two types
of samples used here are schematically represented
in (a) and (b). (c) Comparison of the carbon-13 CP MAS DNP enhancements
(εC CP) obtained at 9.4 T with sample temperatures
of 100 K observed on the resonances of the frozen solution for various
biradicals in bulk solutions (blue, filled) and when the solution
is filled into rotors containing solid particles (red columns, open)
of either KBr, sapphire, NaCl, polytetrafluoroethylene (PTFE) or CaF2. For sapphire and PTFE the 1H enhancement was
measured directly. Further details are given in the Experimental Section. The dashed line indicates the theoretical
maximum achievable proton enhancement of 658.
The Effect of Degassing
It is important to note that
the enhancement reported for TCE solutions is the highest value obtained
for each sample. Specifically, we previously observed that repeated
insertion and ejection of the rotor containing bulk TEKPol/TCE solutions
led to improved MAS DNP enhancements.[14] One result of these cycles is to obtain better glass formation in
pure TCE, since the quality of the glass formed by pure TCE is variable.
It is well-known that chloroform:methanol 95:5 solutions are reliable
glass formers,[51] and we observe here that
glass formation in TCE can be improved by addition of ∼5% methanol-d4 by volume, and these conditions are used throughout.
Additionally, Figure 2a shows that repeatedly
inserting the sample into the cold MAS stator and ejecting it to the
base of the probe (i.e., freeze–thaw cycling) leads to the
progressive increase in the proton T1 from
2.7 to 3.5 s for 16 mM TEKPol TCE solution mixed with KBr. The same
trend is observed for both bulk and particle containing solutions.
This increase is accompanied by gradual growth of the enhancement
factor from around 250 to 450 shown in Figure 2b for TEKPol in TCE with KBr. We ascribe this result to progressive
removal of dissolved oxygen from the solution in the pure nitrogen
atmosphere inside the probe. Since O2 is paramagnetic its
removal increases both electron and nuclear relaxation times, which
positively affects DNP efficiency.[52,53] A detailed
summary of insert/eject cycling for bulk solution and mixed solutions
is given in the Supporting Information (Figures
S7–S8 and Tables S2–S5).
Figure 2
In situ removal of dissolved
oxygen from a 16 mM solution of TEKPol
in TCE:methanol-d4 (94:6 v/v) mixed with
KBr crystals in a 3.2 mm sapphire rotor. (a) DNP enhanced proton longitudinal
polarization build-up times (TDNP) measured
with a 13C detected CP saturation recovery pulse sequence
as a function of insert–eject cycle. (b) The scaled integrated
intensities of the 13C CPMAS spectra acquired with and
without microwave irradiation and DNP enhancements for each insert–eject
cycle. The intensities are corrected by a scaling factor (s) to remove the effect of relaxation on the absolute intensities
calculated for each point as s = [1 – exp(τpd/TDNP,)]/[1
– exp(τpd/TDNP,)] where τpd is the polarization
delay (4 s in all cases), TDNP, is the TDNP measured for the final
cycle number b (here T1,6 = 3.5 s), and TDNP, is the T1 measured for a given cycle a.
In situ removal of dissolved
oxygen from a 16 mM solution of TEKPol
in TCE:methanol-d4 (94:6 v/v) mixed with
KBr crystals in a 3.2 mm sapphire rotor. (a) DNP enhanced proton longitudinal
polarization build-up times (TDNP) measured
with a 13C detected CP saturation recovery pulse sequence
as a function of insert–eject cycle. (b) The scaled integrated
intensities of the 13C CPMAS spectra acquired with and
without microwave irradiation and DNP enhancements for each insert–eject
cycle. The intensities are corrected by a scaling factor (s) to remove the effect of relaxation on the absolute intensities
calculated for each point as s = [1 – exp(τpd/TDNP,)]/[1
– exp(τpd/TDNP,)] where τpd is the polarization
delay (4 s in all cases), TDNP, is the TDNP measured for the final
cycle number b (here T1,6 = 3.5 s), and TDNP, is the T1 measured for a given cycle a.Rosay previously reported
that fully degassed aqueous 60 mM 4-amino-TEMPO
solutions had a proton T1 of 8.2 s and
provided εH of 44, while solutions prepared under
air had a T1 of 4.5 s and gave εH of 25.[52] Under standard pressure,
the concentration of dissolved O2 in aqueous solutions
is approximately 0.5 mM at 298 K. Organic solvents such as TCE usually
have much lower surface tension, and under standard conditions the
concentration of O2 should be substantially higher (∼6.5
mM for CCl4 at 298 K or ∼39 mM for CHCl3 at 298 K).[54] Therefore, the impact of
dissolved O2 on DNP enhancements could be larger for organic
solvents. When determining maximum values of ε for organic solvents
(such as TCE) prepared under ambient conditions it is therefore important
to perform insert–eject cycles (or some other degassing procedure)
and to measure proton T1’s to assess
the amount of dissolved oxygen present in solution. The TDNP dependence and the enhancement factors in Figure 2 converge as the sample is cycled, indicating nearly
complete removal of the O2 dissolved in the solution. We
also note that the gain in enhancement due to degassing does not necessarily
lead to better overall sensitivity, since the intensity of the microwave
off spectrum in Figure 2b continuously decreases,
and the TDNP (and thus the polarization
delay required for optimal sensitivity) becomes longer. The decrease
in the microwave off signal observed for both bulk and particle containing
solutions is possibly due to an increase in the so-called “Thurber
effect” as longer electron T1e are
associated with an increase in MAS induced cross effect nuclear depolarization.[55] Finally, we note that the in situ degassing
procedure had no effect on the glycerol/water solutions. This could
be because it is more difficult to remove the dissolved oxygen from
the aqueous mixture that has higher surface tension, or that the concentration
of oxygen is lower and does not affect the DNP enhancements substantially.
Discussion
It is unlikely that the solid particles and the
solution are interacting
in some way that intrinsically changes the DNP effects in these samples.
Rather, this effect is most probably due to the fact that the observed
proton enhancement for the whole sample is not a microscopic property.[56] The enhancement varies as a function of position
in the sample and can be described as an integral over the sample
region, R:where V is the total volume
of the region.In this light, there are several mechanisms that
might explain
the effects observed here. The first would be that the solids used
here are less lossy than the solutions of TCE or H2O, and
therefore that we obtain better overall microwave penetration into
the samples when they are mixed with the particles. The second is
that the microstructure created by the solid particles might either
concentrate the microwaves in the regions containing the frozen solutions
or lead to a better distribution of the microwaves over the sample
due to scattering or diffraction phenomena (the particles used here
are distributed around 200–400 μm, and the wavelength
is ∼1.1 mm). A third, trivial, explanation could be that bulk
sample heating is reduced in the samples containing the particles
due to less microwave absorption.Figure 3 compares the measured enhancements
and sample heating for bulk solutions of TEKPol in TCE with those
for the same solution mixed with crystalline KBr, as a function of
the applied microwave power. Figure 3a shows
that the sample temperature are quite similar for bulk solution and
solution mixed with KBr (temperature increase of ca. 14 and 12 K at
the highest microwave power, respectively). This confirms that the
increase in enhancement does not arise from reduced sample temperatures
that would lead to higher CE DNP performance. Figure 3a also shows that, in contrast to the solutions, a sample
of pure ground KBr heats much less significantly over this range of
powers (ca. 4 K at maximum power). This suggests that the samples
including KBr are indeed less lossy, suggesting that both of the first
two mechanisms discussed above may play a role.
Figure 3
(a) The variation in
sample temperature as a function of the applied
microwave power for bulk 16 mM TEKPol in TCE:methanol-d4 (94:6 v/v) solution, the same solution mixed with KBr,
and pure KBr (no solution added). The solid lines are visual guides.
(b) Proton DNP enhancement as a function of applied microwave power
for bulk solution and solution mixed with KBr. (c) Inverse of the
DNP enhancement (1/ε) as a function of the inverse of microwave
power (1/P) for bulk solution and a solution mixed
with KBr. Linear fits are shown as solid lines. The DNP enhancement
at infinite microwave power (ε∞) was obtained
from the intercept and the saturation factor (a)
was calculated from the intercept and slope. Note that if the high
microwave power points are included in the fit for the bulk solution,
there is deviation from the straight line behavior, and a lower ε∞ (of ca. 400) is obtained. However, since there is
substantial sample heating at high microwave powers, the four highest
power points for the bulk solution were excluded from the plot. Sample
temperatures were measured from the spin–lattice relaxation
rate of 79Br (in case of bulk solutions a small amount
of KBr was placed at the bottom of the rotor).[49]
Figure 3b shows the enhancements obtained
for both samples as a function of the applied microwave power. In
both samples the enhancement continuously increases with the applied
microwave power although at elevated powers above 7 W the increase
in enhancement is reduced. At elevated microwave powers the 13C CPMAS spectra begin to narrow due to a temperature increase (Figure S6). Therefore, integrated intensities
were used to measure the enhancements in order to better account for
differences in line widths. Hu et al. have previously shown that a
plot of 1/ε versus the inverse of the microwave power (1/P) yields a straight line that can be fit to the equation:where ε∞ is the DNP
enhancement at infinite microwave power and a is
the saturation parameter.[57,58] The saturation parameter
depends upon the electron relaxation times (T1e and T2e) and the microwave transmission
efficiency of the sample. The plot in Figure 3c shows that for both bulk TEKPol/TCE solution and the solution mixed
with KBr, ε∞ of 680 and 690 are obtained,
respectively. This suggests that TEKPol can potentially provide the
theoretical maximum proton DNP enhancement of 658. However, a, which can be measured from the data in Figure 3c, was found to be nearly three times higher for
the solution mixed with KBr. Since the electron relaxation times will
be the same in both samples, this is consistent with substantially
improved microwave transmission in the mixed sample.(a) The variation in
sample temperature as a function of the applied
microwave power for bulk 16 mM TEKPol in TCE:methanol-d4 (94:6 v/v) solution, the same solution mixed with KBr,
and pure KBr (no solution added). The solid lines are visual guides.
(b) Proton DNP enhancement as a function of applied microwave power
for bulk solution and solution mixed with KBr. (c) Inverse of the
DNP enhancement (1/ε) as a function of the inverse of microwave
power (1/P) for bulk solution and a solution mixed
with KBr. Linear fits are shown as solid lines. The DNP enhancement
at infinite microwave power (ε∞) was obtained
from the intercept and the saturation factor (a)
was calculated from the intercept and slope. Note that if the high
microwave power points are included in the fit for the bulk solution,
there is deviation from the straight line behavior, and a lower ε∞ (of ca. 400) is obtained. However, since there is
substantial sample heating at high microwave powers, the four highest
power points for the bulk solution were excluded from the plot. Sample
temperatures were measured from the spin–lattice relaxation
rate of 79Br (in case of bulk solutions a small amount
of KBr was placed at the bottom of the rotor).[49]In order to better understand
the factors that yield high enhancements
for crystal/solution mixtures finite element simulations of microwave
propagation were performed. Figure 4a shows
the models of static samples corresponding to a sapphire rotor filled
with varying ratios of solution (yellow regions) and solid particles
(green regions). The models were generated by random filling with
ellipsoids of different sizes distributed between 0.15 and 0.5 mm.
Finite element simulations of this kind have previously been used
by Nanni et al. to optimize the rotor and coil geometries in MAS DNP.[56] Notably, their simulations predicted that when
a homogeneous solution in a sapphire rotor is irradiated through a
solenoidal coil the microwave field is inhomogeneous over the sample
volume. The simulation in Figure 4b reproduces
this finding. In our simulations the real component of the dielectric
constant of the solution was set to 2.5 for the solvent (TCE) region
because similar values are reported for many organic materials,[47] while the loss tangent (tan δ) was 0.009
(based upon the value measured by Nanni et al. for water-glycerol,
and scaled by the microwave frequency).
Figure 4
Finite element simulations of microwave propagation in
(a) a model
of a sapphire rotor filled with different filling factors of dielectric
particles (f = Vsolid/Vtotal) and frozen solution (green and
yellow areas, respectively). (b–e) Cross sections showing the
calculated transverse magnetic component of the microwave field (H1) for (b) bulk solution and (c–e) rotors
filled with 63% solid particles and 37% solution. For (c–e)
the real component of the dielectric constant ϵr of
the solid particles is indicated. (f) The average H1 field predicted for the solution region, as a function
of the real component of the dielectric constant of the solid particles
and different particle filling factors. Known real components of the
dielectric constant are indicated for several materials. Details of
the finite integral simulations are given in the main text and Experimental Section.
Figure 4b show the field distributions for
a solution with 63% of space occupied by solid particles with varying
real components of the dielectric constant (ϵr).
Note that both the DNP enhancement and the real component of the dielectric
constant are designated by the symbol epsilon. Here the former are
indicated as ε and the latter as ϵr. The loss
tangent was set to 0.001 for the particles in all cases (a factor
of nine lower than that of the solution region). In Figure 4c the real component of the dielectric constant
of the solid particles matches that of the solution. In this case
only a slight increase in average microwave field in the sample is
predicted (Figure 4f), presumably due to reduced
lossiness associated with the solid regions of the sample. This rationalizes
the small increase in DNP enhancement observed for a solution mixed
with PTFE particles (Figure 1). PTFE has a
dielectric constant (2.0) that is probably similar to that of the
TCE solution and is well-known to have a low dielectric loss.[47]Figure 4d,e shows
the same simulation but
for solids with a real component of the dielectric constant of 5,
similar to that reported for KBr (ϵr = 4.9), and
of 11.0. We clearly observe that when the dielectric constant of the
solid and the solution are mismatched, the microwave field distribution
is substantially modified, and the average microwave field in the
solution region of the sample substantially increases (Figure 4f). Figure 4b–e illustrates
that the simulations predict that there are very intense hot spots
inside the particles.Finite element simulations of microwave propagation in
(a) a model
of a sapphire rotor filled with different filling factors of dielectric
particles (f = Vsolid/Vtotal) and frozen solution (green and
yellow areas, respectively). (b–e) Cross sections showing the
calculated transverse magnetic component of the microwave field (H1) for (b) bulk solution and (c–e) rotors
filled with 63% solid particles and 37% solution. For (c–e)
the real component of the dielectric constant ϵr of
the solid particles is indicated. (f) The average H1 field predicted for the solution region, as a function
of the real component of the dielectric constant of the solid particles
and different particle filling factors. Known real components of the
dielectric constant are indicated for several materials. Details of
the finite integral simulations are given in the main text and Experimental Section.In Figure 4f the average microwave
field
in the solution region is plotted as a function of ϵr for several different filling factors. It can be concluded that
by using a material with an increasingly mismatched real dielectric
constant compared to that of the frozen solution (and with a lower
loss tangent), it is in principle, possible to increase the average
microwave field over the whole sample volume by a factor of nearly
2. Under our experimental conditions we estimate that the filling
factors are around 0.65, where we predict the average microwave field
to be increased by a factor ∼1.5 for KBr (ϵr = 4.9), and by a factor of ∼1.8 for sapphire (ϵr = 9.6). However, as previously discussed by Nanni et al.,
to properly calculate DNP enhancements the distribution of microwave
field in the sample should be considered, not just the average values.[56](a) The distribution of calculated H1 field values for the bulk solution model and mixed solid-solution
models from Figure 4b–e. The calculated H1 values were converted to electron nutation
frequencies with eq 3 assuming 14 W of input
power (ν1, top axis). The H1 values were then converted to DNP enhancements with eq 3 and 4 for both 7 and 14 W
of input power (right axis, dashed lines).Figure 5 shows histograms of the relative
probability of a given transverse magnetic component (H1) of the microwave field in the sample as obtained from
the finite element simulations above. The histograms are plotted both
for the bulk solution model of Figure 4b and
for models of solvent mixed with solid particles with several different
ϵr values for the solid particles as in Figure 4c–e. The H1 values
from simulations can then be converted to electron nutation frequencies
(ν1):where γe is the gyromagnetic
ratio of the electron (28.016 GHz/T), μ0 is the permittivity
of free space (4π × 10–7 N·A–2), H1 is the calculated
magnetic field in mA/m, c is a dimensionless constant
that corresponds to the fraction of power delivered to the sample, Psim is the finite element simulation input power
(8.34 nW in all cases) and Pin is the
experimentally measured input power at the output of the waveguide.
The top horizontal axis of Figure 5 shows the
corresponding ν1 values with Pin = 14 W and c = 0.27. The determination
of c, which is here treated as a simple adjustable
scaling factor between the experiment and the simulation to account
for attenuation in the probe, is discussed below.
Figure 5
(a) The distribution of calculated H1 field values for the bulk solution model and mixed solid-solution
models from Figure 4b–e. The calculated H1 values were converted to electron nutation
frequencies with eq 3 assuming 14 W of input
power (ν1, top axis). The H1 values were then converted to DNP enhancements with eq 3 and 4 for both 7 and 14 W
of input power (right axis, dashed lines).
The simulated
histogram of microwave fields shows that in the bulk
solvent model ν1 is generally low in most of the
sample with a mode of only 41 kHz. However, in the mixed samples the
histograms clearly illustrate a large shift in the distributions of
ν1 to higher frequencies. For solids with ϵr of 5.0 and 11.0 the mode of the ν1 distribution
shifts to 208 kHz and 271 kHz, respectively. Also, note that there
is a large tail in the mixed samples with low populations of high
ν1 out to as high as 1.4 MHz for ϵr = 11.0.The calculated ν1 values can be converted
to DNP
enhancements with the following equation:[56]Here ε∞ is the DNP
enhancement at infinite microwave power, α is the saturation
factor (α = T1eT2e /2), where T1e and T2e are the longitudinal and transverse relaxation
times of the electron, respectively.[56] Here
we take T1eT2e = 60 μs2 based upon previous 94 GHz EPR measurements
of electron relaxation times in 16 mM TEKPol TCE solutions, which
fixes the value of α.[14] Upon the
basis of the measured dependence of DNP enhancement on the microwave
power (Figure 3), ε∞ of 658 was used.The calculated enhancements are shown as
the two dashed lines in
Figure 5 for 14 and 7 W of input power. By
considering the weighting of the H1 distributions
in the two models, the volume averaged DNP enhancement (ε̅)
can then be calculated (Table 1). In comparison
with the data in Figure 3, if the value of c is set to 0.27 in eq 3, then an
ε̅ of 219 is calculated for 7 W of input power in the
bulk solution model, which is in good agreement. By comparison, 14
W of input power is then predicted to give an ε̅ of 298
for the bulk solution model, which is larger than the measured value
of 226. However, we note that in the bulk solution there is substantial
sample heating at higher powers, and measured enhancements do not
increase very much at higher powers.
Table 1
Summary
of Finite Element Simulations
model
calculated ε̅, Pin = 7 W
calculated ε̅, Pin = 14 W
comparable experimental ε
bulk solution (4b)
219
298
228
mixed with ϵr 2.5 solid (4c)
232
309
289 (PTFE)
mixed with ϵr 5.0 solid (4d)
321
418
449 (KBr)
mixed with ϵr 11.0 solid (4d)
389
478
515 (sapphire)
Better agreement with experiment is seen for the model of the mixed
sample and a solid with ϵr of 2.5 (and a reduced
loss tangent, see above). In this case an ε̅ of 289 is
predicted, in good agreement with the experimental value obtained
for solution mixed with PTFE particles (Table 1). For 14 W of input power, the calculated H1 distribution for the mixed solid-solution model, ϵr = 5.0 and the same c value, ε̅
of 418 is predicted, again in reasonable agreement with the measured
εC CP values of 449 for TCE solution mixed
with KBr. Reasonably good agreement is also seen with the experimental
values for sapphire crystals and the highest dielectric constant of
11.0 included in the model (Table 1, ε̅
= 478 and εH = 515).Interestingly, with 14
W of input power the simulations predict
that in the mixed model with ϵr = 11 for the solid
particles, 28% of the sample actually yields DNP enhancements above
550. Further, when the input power in the simulation is increased
to 19.7 W for the mixed solution-solid with dielectric 11, then the
predicted value of ε̅ is increased to agree with the measured
value for sapphire of 515 (Figure 1) (note
this could also be achieved by changing the value of c). Under these conditions we find that with the distribution having
the shape of that in Figure 5 (ϵr = 11), 14% of the sample now yields enhancements
above 600, essentially reaching the theoretical maximum.In summary, the simulations predict a large increase in the microwave
field inside the mixed dielectric sample that can explain the increased
DNP enhancements.Of course, here we have focused on an explanation
in terms of the
interaction of scattering and diffusion of the microwaves. Other explanations
that we have not yet envisaged may be possible, and further studies
will be required to firmly establish the exact nature of the effect.
Conclusions
We have demonstrated that by mixing insoluble solid particles of
relatively high dielectric constant with biradical solutions, MAS
DNP enhancements can be increased by a factor of over two. We also
note that to obtain these high enhancements it is crucial to deoxygenate
the samples. Removal of oxygen can conveniently be performed in situ
by repeatedly inserting and ejecting the sample and subjecting it
to several minutes of room temperature nitrogen gas flow at the base
of the probe. Simulations of microwave propagation suggest that the
increased enhancements arise because high dielectric materials create
microstructures that diffract or more generally scatter the incident
beam in a manner that leads to a significant redistribution of the
field, and which in turn leads to a large increase in the average
microwave field experienced by the solution. Experimentally, particles
with sizes on the order of 100 to 500 μm seem to provide the
largest gains in DNP enhancement, although gains in ε can still
be obtained with smaller particles, such as finely ground microcrystalline
powders (e.g., εC CP = 360 ± 36 for TEKPol/TCE
incorporating finely ground KBr), and the effect is present in DNP
enhanced experiments on, for example, finely ground organic powders
(Figure S12). In the case of finely ground
organic solids that are themselves the target to be polarized, the
gain in enhancements translates to improved sensitivity.A particularly
important consequence of this work is that the TEKPol/TCE
polarizing system is probably capable of providing the theoretical
maximum enhancements at 9.4 T and 100 K. We deduce this since there
is certainly still a distribution of the microwave field in the samples
containing particles with high dielectrics (Figure 5), so that to observe an average epsilon of 515 in the case
of sapphire, the DNP enhancement in parts of the sample must be above
600. We conclude that with improved coupling of the microwaves to
the sample, current state-of-the-art DNP polarizing agents could provide
εH near to the theoretical limit of 658.Finally,
we note that the addition of the solid particles to the
rotor does not improve absolute sensitivity, since the gain in εH is here offset by a reduction in active sample volume. Therefore,
this approach would only improve overall sensitivity for samples that
are mass limited. However, in the light of the findings here, it should
be possible to engineer dielectric microstructures within the rotor
to increase the microwave field and obtain higher enhancements without
occupying such a significant volume. This approach may also be applicable
to other DNP techniques, such as dissolution DNP. We are currently
investigating such possibilities.
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