Adsorption can be an effective way of purifying polyphenols from complex mixtures. However, polyphenols may be present in small concentrations, making it difficult to selectively adsorb them onto standard hydrophobic resins and obtain appreciable adsorption. In this work, nonfunctionalized hydrophobic resins (Amberlite XAD-7HP, XAD-16) are compared with functionalized resins with imidazole (Biotage RENSA PX) and pyridine (RENSA PY) in terms of capacity and selectivity toward p-coumaric acid, trans-resveratrol, and naringenin. The obtained results indicate that, due to hydrogen bonding, the functionalized resins provide more capacity (e.g., 80 mg·g-1 vs 11.3 mg·g-1 for trans-resveratrol) and up to five times more selectivity than standard resins. Despite such strong affinity, at low pH, the isotherm slope can decrease up to four times when compared to the XAD resins for the same ethanol content, making desorption easier. The included isotherm data is enough to model any chromatography dynamic simulation for the studied compounds.
Adsorption can be an effective way of purifying polyphenols from complex mixtures. However, polyphenols may be present in small concentrations, making it difficult to selectively adsorb them onto standard hydrophobic resins and obtain appreciable adsorption. In this work, nonfunctionalized hydrophobic resins (Amberlite XAD-7HP, XAD-16) are compared with functionalized resins with imidazole (Biotage RENSA PX) and pyridine (RENSA PY) in terms of capacity and selectivity toward p-coumaric acid, trans-resveratrol, and naringenin. The obtained results indicate that, due to hydrogen bonding, the functionalized resins provide more capacity (e.g., 80 mg·g-1 vs 11.3 mg·g-1 for trans-resveratrol) and up to five times more selectivity than standard resins. Despite such strong affinity, at low pH, the isotherm slope can decrease up to four times when compared to the XAD resins for the same ethanol content, making desorption easier. The included isotherm data is enough to model any chromatography dynamic simulation for the studied compounds.
Polyphenols are molecules
which have a range of different biotechnological
applications (e.g., as food additives, nutraceuticals, and food colorants).[1] These molecules are secondary metabolites naturally
produced by plants, which can act as radical scavengers due to the
high stabilization provided by ring aromaticity.[2] Over the last years, research on their health properties
has grown considerably,[3] with authors studying
the properties of these molecules in the prevention of diseases such
as Alzheimer’s and several types of cancer.[4] Furthermore, the increasing interest in these compounds
has led to the creation of projects such as the BacHBerry project
(www.bachberry.eu), funded
by the seventh Framework Programme of the European commission. This
project aimed to discover new phenolic compounds with interesting
properties (e.g., health-promoting, colorants) and develop a sustainable
process for their production using bacterial platforms. The downstream
process development for the capture and purification of polyphenols
produced in such a way is then crucial for the success of the project.It is known that most of the state-of-the-art methods for the capture
of these polyphenols—although from plant extracts—consist
of an adsorption step,[5] where an aqueous
stream is contacted with macroporous hydrophobic resins such as the
Amberlite XAD series, which usually consists of a polystyrene–divinylbenzene
copolymer matrix with a very large surface area. Even though extensive
investigation on the adsorption of polyphenols onto several macroporous
hydrophobic resins, such as the above-mentioned, has been published,[6] not much research work has been done—to
the best of our knowledge—concerning hydrophobic functionalized
resins and their possible advantages in a capture or purification
step of polyphenols. Although in a typical capture step one is looking
for resin beads with large surface areas, which should correspond
to large adsorption capacities, the bottleneck in the case of hydrophobic
polyphenols is their usual low concentration in water. As high concentrations
in the liquid phase cannot be attained (e.g., solubility of trans-resveratrol in water is around 30 mg·L–1),[7] most hydrophobic resins may not get
saturated. Consequently, the associated costs of a typical batch capture
step, in bind and elute mode, may rise due to the larger column volume
and increased amount of solvent needed. A strategy that might be followed
instead is to use hydrophobic resins that are functionalized with
certain chemical groups (e.g., pyridine, imidazole), which can have
an increased affinity toward the polyphenols and get more easily saturated
at much lower concentrations. An example of such resins is the RENSA
series from Biotage.This paper presents the obtained adsorption
equilibrium isotherms
of three model hydrophobic polyphenols—p-coumaric
acid, trans-resveratrol, and naringenin (Figure )—using functionalized
(RENSA PX (imidazole) and RENSA PY (pyridine)) and nonfunctionalized
resins (Amberlite XAD-7HP and XAD-16) and different water–ethanol
mixtures, in order to establish a comparison between their adsorption
and desorption performances. This will also allow a preliminary calculation
of the associated capital and operational costs of a batch capture
step, in bind and elute mode, using the two indicated alternatives.
Moreover, the dependence of the isotherm slopes with ethanol is also
modeled with an exponential function, so that it is possible to model
any chromatography unit operation using well-known mechanistic models.[8]
Figure 1
Chemical structure of the model polyphenols used in this
work.
Chemical structure of the model polyphenols used in this
work.In the following section, a description
of the used materials and
methods is given, including a compilation of the physical characteristics
of the tested resins. The main obtained results and their discussion
are presented on Section , and the conclusions are included in Section .
Experimental Section
Chemicals
For the preparation of
all the solutions, Milli-Q grade water and ethanol absolute for analysis
(EMPARTA ACS, Merck Millipore) were used. The polyphenol trans-resveratrol ≥98% was obtained from Evolva. Naringenin (natural
(US), 98%) and p-coumaric acid ≥98% were purchased
from Sigma-Aldrich. Butyl acetate purum ≥
98.5% was obtained from Fluka.
Adsorbents
The selected nonfunctionalized
adsorbents were the Amberlite XAD-16 and XAD-7HP resins from Sigma-Aldrich.
The goal was to select resins with different dipole moments (and,
hence, hydrophobicity) and different surface areas, in order to study
their impact on the adsorption of polyphenols. For the functionalized
resins, two types of functional groups were selected: phenyl + imidazole
(RENSA PX) and phenyl + pyridine (RENSA PY). All these resins possess
a styrenic backbone that provides stability for a wide range of pH
values 1–14. The RENSA resins were obtained from Biotage AB,
Sweden.The physical properties of the selected resins are indicated
in Table . Whenever
not mentioned,
all the values shown were obtained from the suppliers.
Table A1
Summary of the Physical
Characteristics
of the Selected Hydrophobic Resins
resin
dipole moment
diameter (μm)
surface area (m2·g dry–1)
porosity (mL·mL–1)
wet density (gwet·mL–1)
wet/dry mass ratio
skeletal
density (gdry·mL–1)
bulk density (gwet mL–1)
XAD-7HP
1.8
500
450
0.59
1.05
2.9
1.24
630
XAD-16
0.3
500
900
0.66
1.02
2.9
1.08
610
RENSA PX
n.a.
60
100
0.69
1.03
2.9a
1.11 ± 0.03b
620
RENSA PY
n.a.
100
500
0.63
1.04
2.6a
1.13 ± 0.03b
620
These values were obtained by the
method explained in Section .
These
values were obtained by the
method explained in Section .
In Table (Appendix),
the porosity was obtained in mL·g dry–1 from
the supplier and converted to mL·mL–1 usingThe wet/dry mass
ratio was obtained considering that the moisture
holding capacity of both resins is 65% (data from supplier). The bulk
density (ρbulk) was calculated from the resin wet
density (ρwet) and by considering that the external
porosity (ε) is 0.4:[9]The wet density values for the XAD resins were obtained from
the
supplier. For the functionalized resins, those values were calculated
using the following equation:where ϕ is the water mass fraction of
the wet resin (determined from the wet/dry mass ratio), ρwat is the water density at 20 °C (0.998 g·mL–1),[10] and ρskel is the skeletal density.The porosity values (in mL·g
dry–1) were
obtained using eq :where mwet and mdry correspond
to the resin wet and dry mass,
respectively. These values were then converted to mL·mL–1 using eq .For
preparing the resins for the batch uptake experiments, they
were prewetted with ethanol and then washed with Milli-Q water. Afterward,
they were equilibrated with the appropriate water–ethanol mixture,
depending on the considered experimental condition. For the RENSA
resins, this procedure was done using filter plates, to which vacuum
was applied in order to remove the excess solvent. For the XAD resins,
due to their larger size, this process was performed in a plastic
syringe with a 0.2 μm tip filter. In the end, the surface excess
moisture would be removed using paper tissue.
Resin
Properties Determination
Resin Skeletal Density
The skeletal
density of the RENSA resins was obtained by liquid pycnometry, as
described elsewhere.[11] The solvent used
in this process was ethanol, due to its capability of filling the
hydrophobic resin pores.
Resin Wet/Dry Ratio
For determining
the ratio of wet weight/dry weight, a given mass of prewet resin was
added to a plastic boat. After it was left to dry at 60 °C for
1 day, the difference between the wet and dry weights was calculated.
Equilibrium Experiments
For the batch
uptake experiments, depending on the concentration region of the isotherm
and the ethanol percentage, two different methods were used. For the
solutions containing 0% ethanol (pure Milli-Q water) to 20% ethanol,
three different shake-flasks were prepared for each polyphenol/resin
combination. After equilibrium was reached, a given amount of liquid
volume present at the end of the experiment would be replaced by fresh
stock solution, saturated with the desired polyphenol. These would
be repeated for at most three cycles, in order to obtain the isotherm
for successive higher concentrations in the liquid phase. For the
case where solutions contained at least 35% ethanol, the isotherm
would be determined with only one cycle of experiments, where each
shake-flask contained different initial concentrations of the polyphenolic
solution.Glass flasks with either 5 or 70 mL were used, to
vary the liquid/solid phase ratio. The prepared shake-flasks were
closed with rubber stops to prevent evaporation. The shaking of the
smaller flasks (5 mL liquid volume) was performed in a Heidolph Titramax
1000 incubation platform and shaken at 450 rpm, at room temperature.
For the larger flasks (70 mL liquid volume), shaking was performed
in a Sartorius Certomat BS-1 at 150 rpm and 20 °C. In all the
experiments, shaking was maintained for at least 3 h in order to achieve
equilibrium (kinetic data not shown). Room temperature was controlled
on a daily basis, and it remained between 20 ± 2 °C.The amount of polyphenol adsorbed by each resin was obtained by
mass balance, where the initial and final concentrations were measured
by UHPLC (protocol indicated in Section ):In this
equation, C0 and Ce represent the initial and final
(equilibrium) concentrations, respectively. VL is the liquid volume and m the mass of wet resin used.The equilibrium data was
modeled according to either the Langmuir
isotherm (eq ) or the
linear isotherm model (eq ):The symbol qmax represents the maximum
capacity, KL the
affinity constant, and K the isotherm slope for the
linear model.The Langmuir isotherm model was chosen, given
that it provides
a good mechanistic description of the adsorption of neutral molecules.[12] The Langmuir model was chosen over the linear
model whenever its Akaike information criteria (eq ) was lower by, at least, one unit:In the last equation, np is the number of parameters used by the model
and SSE is
the sum of squared errors. This is approximately equivalent to saying
that the parameter qmax would not bring
a sufficient improvement in the description of the experimental data.For modeling the isotherm dependence on the ethanol concentration,
the initial isotherm slope dependence on the modifier (ethanol) was
described using an exponential model that resembles a previously developed
model used to predict protein retention as a function of salt molality:[13]The term inside square brackets represents
the initial isotherm slope (which is a function of ethanol concentration).
The factors α and γ are regression parameters, dependent on the compound
and the adsorbent. Cmod is the modifier
concentration (volumetric percentage), which in this work corresponds
to ethanol.
Analytics
The
quantification of p-coumaric acid, trans-resveratrol, and
naringenin was carried out by UHPLC (Ultimate 3000, Thermo Scientific,
U.S.A.) in a C18 column (Acquity UPLC HSS column, 1.8 μm, 2.1
mm x100 mm Waters, Milford, U.S.A.). Mobile phase A consisted of 10%
formic acid in Milli-Q water and mobile phase B of 10% formic acid
in acetonitrile. Every run was performed in isocratic mode, with the
mobile phase containing 33.5% of B and 66.5% of A and flowing at 0.30
mL/min. The detection of p-coumaric acid was performed
at 340 nm, that of trans-resveratrol at 304 nm, and
that of naringenin at 289 nm.
Error
Analysis
For all the performed
batch experiments, the uncertainty associated with the measurements
and the regressed parameters was obtained as described elsewhere.[14] The standard deviation of the measurements was
calculated according to the theory of error propagation.[15] The standard deviation of the estimated parameters
was obtained by taking the parameter covariance matrix as the inverse
of the Fisher information matrix:where σ is the standard deviation of the ith observation
and J is the Jacobian matrix of the least-squares
regression function.
Results and Discussion
Adsorption Equilibrium Isotherm Determination
In order
to be able to compare the adsorption and desorption efficiency
of the different resins, the knowledge of the isotherms of the three
considered polyphenols is essential. In this section, the adsorption
equilibrium isotherms for p-coumaric acid, naringenin,
and trans-resveratrol, in different water–ethanol
solutions, are presented. The results are compared and discussed taking
into account the different chemical properties of each compound and
of each resin.
p-Coumaric
Acid
The adsorption equilibrium isotherms of p-coumaric
acid onto the Amberlite XAD-16 resin and XAD-7HP are shown in Figure .
Figure 2
Adsorption equilibrium
isotherms of p-coumaric
acid onto the Amberlite XAD-7HP resin (left) and the Amberlite XAD-16
resin (right). The isotherm data for the adsorption onto the XAD-7HP
resin was published elsewhere.[16]
Adsorption equilibrium
isotherms of p-coumaric
acid onto the Amberlite XAD-7HP resin (left) and the Amberlite XAD-16
resin (right). The isotherm data for the adsorption onto the XAD-7HP
resin was published elsewhere.[16]The capacity was expected to be
relatively low, as p-coumaric acid is in its basic
form in a pH 7.0 buffer (pka is 4.01).[17] As the molecule carries a negative charge, its
solubility in water is expected to increase and its hydrophobic interaction
with the resin polymer backbone is also expected to decrease. As it
is also possible to observe, there is a slightly higher adsorption
capacity when using the XAD-7HP than the XAD-16 resin. The proposed
explanation is that the XAD-7HP, since is made of an acrylic polymer
with a higher dipole moment, can better establish polar interactions
than the XAD-16 version, which is composed of a low dipole moment,
styrene–divinylbenzene polymer.The adsorption equilibrium
isotherms of p-coumaric
acid were also determined for the RENSA resins (shown in Figure ) in the same pH
7.0 buffer. The adsorption strength seems to be only slightly higher
when compared to the Amberlite XAD resins. One possible explanation
is that although p-coumaric acid is deprotonated
at pH 7.0, one of its hydroxyl groups is still able to participate
in hydrogen bonding with the nitrogen atoms present both in imidazole
and in pyridine functional groups. Both those molecules have a lone
pair of electrons localized on a nitrogen atom, which can act as a
hydrogen bond donor.
Figure 3
Adsorption equilibrium isotherms of p-coumaric
acid onto the RENSA PY resin (left) and the RENSA PX resin (right).
Adsorption equilibrium isotherms of p-coumaric
acid onto the RENSA PY resin (left) and the RENSA PX resin (right).For all the adsorption equilibrium
isotherm data obtained for p-coumaric acid, the estimated
parameters are indicated
in Table .
Table 1
Estimated Isotherm Parameters for p-Coumaric Acid onto the XAD and the RENSA Resins, Using
Milli-Q Water as Solventa
XAD-7HP
XAD-16
PX
PY
Qmax (mg·gwet–1)
-
-
-
14 ± 3
KL (L·mg–1)
-
-
-
0.005 ± 0.002
K (L·gwet–1)
0.011 ± 0.001
0.009 ± 0.001
0.014 ± 0.001
-
When the parameter K is indicated, the linear isotherm was used. Otherwise, the Langmuir
model was applied.
When the parameter K is indicated, the linear isotherm was used. Otherwise, the Langmuir
model was applied.
Naringenin
The fact that important
hydrogen bonding can occur between polyphenols and these functionalized
resins is what most likely contributes for a much stronger affinity.
This effect is much more pronounced for naringenin and trans-resveratrol than for p-coumaric acid. In Figures and 5, the adsorption equilibrium isotherms of naringenin onto
the Amberlite XAD-16 and XAD-7HP resins are shown. The results are
depicted in two different figures for clarity, given the difference
in the liquid phase concentration range.
Figure 4
Adsorption equilibrium
isotherms of naringenin onto the Amberlite
XAD-7HP (a) and XAD-16 (b) resins. Results are shown for Milli-Q water
and 10% ethanol.
Figure 5
Adsorption equilibrium
isotherms of naringenin onto the Amberlite
XAD-7HP (c) and XAD-16 (d) resins. Results are shown for 20% and 35%
ethanol.
Adsorption equilibrium
isotherms of naringenin onto the Amberlite
XAD-7HP (a) and XAD-16 (b) resins. Results are shown for Milli-Q water
and 10% ethanol.Adsorption equilibrium
isotherms of naringenin onto the Amberlite
XAD-7HP (c) and XAD-16 (d) resins. Results are shown for 20% and 35%
ethanol.For the aqueous solution, the
maximum capacity is on the order
of 19 mg·g wet–1 for the XAD-16 resin and of
11 mg g wet–1 for the XAD-7HP resin (Table ). The affinity constants are
0.77 L·mg–1 and 0.53 L·mg–1 for the XAD-16 and XAD-7HP resins, respectively (Table ).
Table 2
Estimated
Isotherm Parameters for
Naringenin onto the XAD and the RENSA Resins, Using Different Water/Ethanol
Solutionsa
ethanol %
0%
10%
20%
35%
0%
10%
20%
35%
XAD-7HP
XAD-16
Qmax (mg·gwet–1)
11 ± 1
25 ± 5
-
-
19 ± 2
-
-
-
KL (L·mg–1)
0.53 ± 0.07
0.05 ± 0.01
-
-
0.77 ± 0.09
-
-
-
K (L·gwet–1)
-
-
0.53 ± 0.01
0.019 ± 0.003
-
1.63 ± 0.02
0.77 ± 0.02
0.017 ± 0.004
RENSA PY
RENSA PX
Qmax (mg·gwet–1)
38 ± 2
-
38 ± 2
38 ± 2
31 ± 1
-
31 ± 1
31 ± 1
KL (L·mg–1)
4.1 ± 0.4
-
0.104 ± 0.009
0.0085 ± 0.0009
1.2 ± 0.1
-
0.052 ± 0.005
0.013 ± 0.002
When the parameter K is indicated,
the linear isotherm was used. Otherwise, the Langmuir
model was applied.
When the parameter K is indicated,
the linear isotherm was used. Otherwise, the Langmuir
model was applied.As expected,
the affinity of naringenin toward the resins decreased
with the percentage of ethanol. This behavior is probably mainly due
to the increased interactions between the hydrophobic molecule and
the more hydrophobic liquid phase, as the ethanol content increases.
Unlike what was observed for p-coumaric acid, the
XAD-16 resin seemed now to have a better adsorption performance than
the XAD-7HP. The proposed explanation is equivalent to the one proposed
for p-coumaric acid: since the XAD-16 resin is made
of a more hydrophobic polymer, it is expected to participate in stronger
interactions with naringenin, when compared to the XAD-7HP.The isotherm data of naringenin onto the RENSA resins is depicted
in Figure . As it
is possible to observe, the isotherms determined with Milli-Q water
are much steeper than the ones for the XAD resins. For example, the
affinity constant for the RENSA PY is of 4.1 L·mg–1 (Table ), which
is about 10 times higher than for the XAD-16. This order of magnitude
for the affinity constant is also much higher than what was observed
for the adsorption of similar polyphenols onto standard hydrophobic
resins.[18] This increased affinity is probably
due to the hydrogen bonding interactions that can occur between the
hydroxyl groups in the polyphenols and the nitrogen atoms present
in both RENSA PX and RENSA PY resins. This effect is now much more
pronounced than it was for p-coumaric acid. Furthermore,
the maximum capacity attained for the PY resin is approximately 38
mg·g wet–1, and for the PX resin it is 31 mg·g
wet–1. These values are between 1.6 and 3.5 times
higher than the ones obtained for XAD resins, which proves that a
larger surface area does not necessarily imply a higher capacity.
Figure 6
Adsorption
equilibrium isotherms of naringenin onto the RENSA PY
resin (a) and the RENSA PX resin (b), using different ethanol percentages.
Adsorption
equilibrium isotherms of naringenin onto the RENSA PY
resin (a) and the RENSA PX resin (b), using different ethanol percentages.It should also be stated at this
point that, for the adsorption
parameter estimation with the RENSA resins, a constant qmax was assumed (independent of the ethanol percentage).
The reason was twofold: the assumption of a constant saturation capacity
for small molecules in reverse-phase adsorption has been observed
previously,[8] and a Langmuir model with
a constant saturation capacity provided a lower Akaike information
value than a model with three different capacities (one for each ethanol
percentage).As it was shown in the previous isotherms, the
tendency is for
the isotherm slope to decrease with increasing concentration of ethanol.
The suggested explanation is also the same as given before: the increased
hydrophobicity of the mobile phase.The fact that the maximum
capacity for the RENSA resins can be
assumed to be constant, independently of the percentage of ethanol,
does not seem to occur with the XAD resins. The proposed justification
is that the orientation in which the polyphenol binds to the nonfunctionalized
hydrophobic resins varies with increasing ethanol percentage. When
an aqueous solution is present, probably the molecule tends to completely
spread over the surface in order to minimize its content with the
water molecules and maximize its hydrophobic interactions with the
resin. On the other hand, if ethanol is added, its orientation toward
the surface might change in order to balance the interactions with
the solvent and the hydrophobic surface. For the case of the functionalized
resins, a similar mechanism might exist as in affinity chromatography:
a specific molecule positioning ensures that a lower energy state
is achieved, which might be solvent invariable (at least in this case
using water–ethanol mixtures).
trans-Resveratrol
For the case of trans-resveratrol, a much more noticeable
difference between the performance of the XAD resins and the RENSA
resins occurs. In Figures and 8, the isotherms for the XAD resins
are depicted. The maximum capacity for a trans-resveratrol
aqueous solution seems to reach 18 mg·g wet–1 for the XAD-16 and 11 mg·g wet–1 for the
XAD-7HP.
Figure 7
Adsorption equilibrium isotherms of trans-resveratrol
onto the Amberlite XAD-7HP (a) and XAD-16 (b) resins. Results are
shown for Milli-Q water and 10% ethanol. The isotherm data for the
adsorption onto the XAD-7HP resin, using Milli-Q water, was published
elsewhere.[16]
Figure 8
Adsorption equilibrium isotherms of trans-resveratrol
onto the Amberlite XAD-7HP (c) and XAD-16 (d) resins. Results are
shown for 20% and 35% ethanol.
Adsorption equilibrium isotherms of trans-resveratrol
onto the Amberlite XAD-7HP (a) and XAD-16 (b) resins. Results are
shown for Milli-Q water and 10% ethanol. The isotherm data for the
adsorption onto the XAD-7HP resin, using Milli-Q water, was published
elsewhere.[16]Adsorption equilibrium isotherms of trans-resveratrol
onto the Amberlite XAD-7HP (c) and XAD-16 (d) resins. Results are
shown for 20% and 35% ethanol.Like in the case of naringenin, the resin maximum capacity,
for
both XAD resins, seems to depend on the ethanol percentage. In Table , the regressed isotherm
parameters are indicated. As previously mentioned, these isotherms
were represented in different plots for improved clarity.
Table 3
Estimated Isotherm Parameters for trans-Resveratrol onto the XAD and the RENSA Resins, Using
Different Water/Ethanol Solutionsa
ethanol
%
0%
10%
20%
35%
0%
10%
20%
35%
XAD-7HP
XAD-16
Qmax (mg·gwet–1)
11.3 ± 0.5
21 ± 2
-
-
17.7 ± 0.8
23 ± 2
-
-
KL (L·mg–1)
0.53 ± 0.03
0.08 ± 0.01
-
-
0.53 ± 0.03
0.09 ± 0.01
-
-
K (L·gwet–1)
-
-
0.129 ± 0.006
0.055 ± 0.003
-
.
0.369 ± 0.007
0.017 ± 0.003
RENSA PY
RENSA PX
Qmax (mg·gwet–1)
58 ± 3
-
58 ± 3
58 ± 3
80 ± 5
-
80 ± 5
80 ± 5
KL (L·mg–1)
0.49 ± 0.04
-
0.0061 ± 0.0007
0.0012 ± 0.0001
0.26 ± 0.02
-
0.019 ± 0.003
0.0073 ± 0.0006
When the parameter K is indicated, the linear isotherm was used. Otherwise,
the Langmuir
model was applied.
When the parameter K is indicated, the linear isotherm was used. Otherwise,
the Langmuir
model was applied.For the
functionalized resins, a much better performance was obtained
(Figure ). The maximum
capacity for the PX resin was estimated at 80 mg·g wet–1 and that of PY at 58 mg·g wet resin–1. These
results are in an improvement of at least 3.3 times (when comparing
RENSA PY over the XAD-16). The isotherm determined in pure water presents
also a higher slope than with the XAD resins, which is again an indication
of a possible specific interaction between these resins and the polyphenols
(through hydrogen bonding). The improved performance of these functionalized
resins is also seen when compared to other hydrophobic macroporous
resins not considered in this work, where the adsorption capacities
for trans-resveratrol are around 25 mg·g–1.[19]
Figure 9
Adsorption equilibrium
isotherms of trans-resveratrol
onto the RENSA PY resin (left) and the RENSA PX resin (right).
Adsorption equilibrium
isotherms of trans-resveratrol
onto the RENSA PY resin (left) and the RENSA PX resin (right).The estimated isotherm parameters
for trans-resveratrol
onto the RENSA resins are compiled in Table . It is worth mentioning that specific strong
interactions between polyphenols and molecules containing nitrogen
have been already documented. For example, it is known that there
is a highly strong interaction between polyphenols and proteins which
have a large number of histidine and proline residues.[20] Interestingly, histidine has a side chain imidazole
group—included in the PX resins—and proline a pyrrolidine
group.Despite the high affinity of these hydrophobic polyphenols
toward
the RENSA resins, one of the possible drawbacks when using these adsorbents
is a difficult desorption. To confirm this, when analyzing Table , one can check that
the isotherm slope for resveratrol when using the RENSA PX resin is
more than 10 times higher than when using the XAD-7HP. One of the
possibilities to counteract this effect is to protonate the nitrogen
groups present in pyridine or imidazole, in order for them not to
act as hydrogen bond donors and thus weaken their interaction (Figure ).
Figure 10
Acid–base reaction
involving the molecule of imidazole.
Acid–base reaction
involving the molecule of imidazole.To confirm this hypothesis, the adsorption equilibrium isotherms
of both trans-resveratrol and naringenin onto the
RENSA PX were obtained for 20% ethanol solutions containing 1% (v/v)
of a 37% HCl solution and they are displayed in Figure .
Figure 11
Adsorption equilibrium
isotherms of naringenin (left) and trans-resveratrol
(right) onto the RENSA PX resin, when
adding 1% HCl to the ethanolic solutions.
Adsorption equilibrium
isotherms of naringenin (left) and trans-resveratrol
(right) onto the RENSA PX resin, when
adding 1% HCl to the ethanolic solutions.The estimated isotherm parameters, again assuming a constant qmax, are indicated in Table .
Table 4
Comparison of the
Estimated Isotherm
Parameters for trans-Resveratrol and Naringenin onto
the RENSA Resins, for 20% Ethanol (the parameters for the experiments
with Milli-Q water are shown as a reference)a
trans-resveratrol on RENSA
PX
naringenin
on RENSA PX
water
20%
20% + 1% HCl
water
20%
20% + 1% HCl
Qmax (mg·gwet–1)
80 ± 5
80 ± 5
80 ± 5
31 ± 1
31 ± 1
31 ± 1
KL (L·mg–1)
0.26 ± 0.02
0.019 ± 0.003
0.0013 ± 0.0001
1.2 ± 0.1
0.052 ± 0.005
0.0074 ± 0.0006
As it is indicated,
the slope
reduces approximately by a factor of 10.
As it is indicated,
the slope
reduces approximately by a factor of 10.As it was proposed, by adding 1% HCl to the water–ethanol
solutions, a much weaker adsorption equilibrium isotherm is obtained.
The fact that imidazole is no longer able to participate in hydrogen
bonding not only makes desorption possible, but it also seems to become
easier than for the XAD resins. In Table , the initial slope of the isotherms of trans-resveratrol and naringenin are compared for both XAD
and RENSA resins.
Table 5
Initial Isotherm Slope of trans-Resveratrol (left) and Naringenin (right) onto the
Studied XAD Resins and the RENSA PX Resin at 20% EtOH and 20% EtOH
+ 1% HCl
trans-resveratrol
naringenin
resin
20% EtOHa (L·g wet–1)
20% EtOH + 1% HCla (L·g wet–1)
20% EtOHa (L·g wet–1)
20% EtOH + 1% HCla (L·g wet–1)
XAD-7HP
0.129 ± 0.006
-
0.53 ± 0.01
-
XAD-16
0.369 ± 0.007
-
0.77 ± 0.02
-
PX
1.5 ± 0.3
0.10 ± 0.02
1.6 ± 0.2
0.23 ± 0.03
Liquid phase.
Liquid phase.As indicated in the table, by adding 1% HCl to the ethanolic solution,
the isotherm slope becomes even lower than the weakest XAD resin—XAD-7HP.
From these results, it is possible to conclude that, by acidifying
the ethanolic mixture, elution of both naringenin and trans-resveratrol should become even easier than with the XAD resins,
making them more efficient not only for adsorption but also for desorption.
Isotherm Slope as a Function of Ethanol Content
In order to develop a mechanistic model for any chromatographic
process, it is necessary to describe the dependence of the isotherm
slope with the modifier concentration to be used (ethanol in this
case). For this purpose, the previously introduced exponential model
was used (eq ), which
relates the isotherm slope with the concentration of modifier. In Figure , the variation
of the isotherm slopes with the ethanol concentration for all the
systems investigated is depicted, together with the fitted exponential
model.
Figure 12
Dependence of the isotherm slope (qmaxKL) with the ethanol volumetric percentage
in the mobile phase. For all the cases, the exponential model seems
to provide a good description of the observed experimental data.
Dependence of the isotherm slope (qmaxKL) with the ethanol volumetric percentage
in the mobile phase. For all the cases, the exponential model seems
to provide a good description of the observed experimental data.The estimated parameters are indicated
in Table for both trans-resveratrol
and naringenin. The obtained results seem to confirm that the lower
capacity of the resins at higher ethanol content is mainly due to
the higher partition of these molecules for the liquid phase rather
than adsorption competition. This conclusion is based on the previously
assumed exponential model, which seems to describe well the trend
of the experimental observations, given the obtained R2 values (Table ).
Table 6
Estimated Parameters for the Exponential
Model Applied to trans-Resveratrol and Naringenin,
Describing How the Isotherm Slope Varies with the Percentage of Modifier
(ethanol in this case)
XAD-7HP
XAD-16
PY
PX
trans-resveratrol
α
5.59 ± 0.05
9.9 ± 0.1
23 ± 1
17 ± 4
γ
–0.1728 ± 0.0005
–0.1786 ± 0.0004
–0.197 ± 0.002
–0.108 ± 0.007
R2
0.978
0.953
0.956
0.956
naringenin
α
6.6 ± 0.2
13.0 ± 0.2
146 ± 90
31 ± 7
γ
–0.163 ± 0.001
–0.1882 ± 0.0004
–0.18 ± 0.02
–0.135 ± 0.007
R2
0.980
0.985
0.998
0.962
Resin
Performance Comparison: Capacity and
Selectivity
In order to quantify the different performances
of the two groups of resins, two performance parameters were compared:
their maximum capacity (Figure a) and their naringenin/trans-resveratrol
selectivity (Figure b). For the calculation of selectivity, the ratio of the initial
isotherm slopes determined with Milli-Q water was calculated.
Figure 13
Comparison
of the maximum capacity and selectivity for the three
different model polyphenols tested. Capacity (shown on the left) seems
to be much higher for the functionalized resins. Regarding selectivity
(shown on the right), the RENSA PY clearly outperforms all the other
options for a possible trans-resveratrol/naringenin
separation.
Comparison
of the maximum capacity and selectivity for the three
different model polyphenols tested. Capacity (shown on the left) seems
to be much higher for the functionalized resins. Regarding selectivity
(shown on the right), the RENSA PY clearly outperforms all the other
options for a possible trans-resveratrol/naringenin
separation.As one can observe for
both cases, the RENSA resins have a better
capacity than the XAD series. This indicates that these resins might
be a better option when intended for use in an initial capture step.
Considering, for example, the adsorption of trans-resveratrol onto the PX resin, its capacity is almost ten times
the one of XAD-7HP. While the RENSA resins are more expensive than
the XAD series, this would mean that almost 10 times less resin would
be needed, resulting also in a smaller column.In terms of selectivity,
the trans-resveratrol/naringenin
case was selected, as it is a more challenge purification. From all
the studied materials, the RENSA PY clearly stands out. This higher
selectivity can be explained from the fact that not only hydrophobicity—like
for the XAD resins—but also hydrogen bonding is also involved
during binding. So, in the end, a mixed-mode like behavior is likely
to be present and enhance the specificity of these resins. This did
not seem to happen with the PX resin, but other factors might also
be involved. It may be possible that, for example, the geometry of
the adsorption interaction is similar for both trans-resveratrol and naringenin. In that case, despite the higher capacity,
not much selectivity is achieved.Another aspect should also
be mentioned at this point, and it is
related to peak resolution. Given that both RENSA resins have approximately
five times less diameter than the XAD resins, even if the selectivity
for a given separation is the same (e.g., RENSA PX and XAD-16), peak
resolution should be much better due to the improved mass transfer.[21] For this reason, the RENSA resins should also
probably be a better option for a purification step than the XAD resins.
However, in order to have a more definite conclusion, a more in-depth
economic analysis would be needed.
Conclusions
This work exploited the potential of using hydrophobic resins,
functionalized either with imidazole or pyridine, for the adsorption
of three polyphenols: p-coumaric acid, trans-resveratrol, and naringenin. A comprehensive isotherm determination
was performed for a range of different ethanol concentrations in water.
A model for describing the single-component isotherms as a function
of the modifier concentration (ethanol) was provided, and it proved
to fit quite well the experimental observations. The regressed parameters
are enough for the reader to perform any dynamic chromatography simulations,
provided they estimate the needed mass transfer coefficients.The obtained results indicated that functionalized resins could
achieve much higher adsorption capacity, proving that this is not
exclusively determined by surface area but probably also by the binding
orientation. The suggested explanation is based on the capability
of pyridine and imidazole to establish hydrogen bonding, a mechanism
that is also present in the strong polyphenol–protein interactions,
when histidine and proline residues are present. It thus becomes possible
for polyphenols—rich in hydroxyl groups—not only to
establish hydrophobic interactions with the resin backbone (as it
happens with the XAD resins) but also to have an increased interaction
energy through hydrogen bonding. The same mechanism can probably explain
why the RENSA PY resin could achieve a much higher selectivity for
the trans-resveratrol/naringenin separation. Unlike
the case of the XAD resins, a mixed mode behavior may be present,
based on both hydrophobic and hydrogen bonding interactions. This
can add another degree of freedom, which can affect both the geometry
and the strength of the adsorption interaction and thus increase selectivity.These results would have no practical applicability if desorption
of the desired compounds would not be possible. Nonetheless this study
demonstrated that, by acidifying the water/ethanol elution solution,
polyphenol desorption became not only possible but even easier than
for the XAD resins, for the same ethanol concentration. By protonating
the imidazole group in RENSA PX resin, hydrogen bonding could no longer
occur, thus weakening the adsorption interaction.Both in terms
of capacity and selectivity, this work proposes that
the RENSA resins might be a better option than the standard XAD resins,
despite their higher cost. Being able to use less resin would probably
result in less inventory and also in a smaller column size and solvent
annual cost. However, more detailed economic studies are required
to achieve stronger conclusions.
Authors: Adrian J Charlton; Nicola J Baxter; M Lokman Khan; Arthur J G Moir; Edwin Haslam; Alan P Davies; Michael P Williamson Journal: J Agric Food Chem Date: 2002-03-13 Impact factor: 5.279
Authors: Sara B Pereira; Aureliana Sousa; Marina Santos; Marco Araújo; Filipa Serôdio; Pedro Granja; Paula Tamagnini Journal: Int J Mol Sci Date: 2019-11-14 Impact factor: 5.923
Authors: Israel Bautista-Hernández; Néstor E Aranda-Ledesma; Romeo Rojas; Julio C Tafolla-Arellano; Guillermo C G Martínez-Ávila Journal: Heliyon Date: 2021-04-08