Xinchen Ye1, Antonio J Capezza1, Xiong Xiao1, Christofer Lendel2, Mikael S Hedenqvist1, Vadim G Kessler3, Richard T Olsson1. 1. Department of Fibre and Polymer Technology, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, SE-100 44 Stockholm, Sweden. 2. Department of Chemistry, School of Engineering Sciences in Chemistry, Biotechnology, and Health, KTH Royal Institute of Technology, Stockholm SE-100 44, Sweden. 3. Department of Molecular Sciences, Swedish University of Agricultural Sciences, Box 7015, 750 07 Uppsala, Sweden.
Abstract
Protein nanofibrils (PNFs) have been prepared by whey protein fibrillation at low pH and in the presence of different metal ions. The effect of the metal ions was systematically studied both in terms of PNF suspension gelation behavior and fibrillation kinetics. A high valence state and a small ionic radius (e.g., Sn4+) of the metal ion resulted in the formation of hydrogels already at a metal ion concentration of 30 mM, whereas an intermediate valence state and larger ionic radius (Co2+, Ni2+, Al3+) resulted in the hydrogel formation occurring at 60 mM. A concentration of 120 mM of Na+ was needed to form a PNF hydrogel, while lower concentrations showed liquid behaviors similar to the reference PNF solution where no metal ions had been introduced. The hydrogel mechanics were investigated at steady-state conditions after 24 h of incubation/gelation, revealing that more acidic (smaller and more charged) metal ions induced ca. 2 orders of magnitude higher storage modulus as compared to the less acidic metal ions (with smaller charge and larger radius) for the same concentration of metal ions. The viscoelastic nature of the hydrogels was attributed to the ability of the metal ions to coordinate water molecules in the vicinity of the PNFs. The presence of metal ions in the solutions during the growth of the PNFs typically resulted in curved fibrils, whereas an upper limit of the concentration existed when oxides/hydroxides were formed, and the hydrogels lost their gel properties due to phase separation. Thioflavin T (ThT) fluorescence was used to determine the rate of the fibrillation to form 50% of the total PNFs (t1/2), which decreased from 2.3 to ca. 0.5 h depending on the specific metal ions added.
Protein nanofibrils (PNFs) have been prepared by whey protein fibrillation at low pH and in the presence of different metal ions. The effect of the metal ions was systematically studied both in terms of PNF suspension gelation behavior and fibrillation kinetics. A high valence state and a small ionic radius (e.g., Sn4+) of the metal ion resulted in the formation of hydrogels already at a metal ion concentration of 30 mM, whereas an intermediate valence state and larger ionic radius (Co2+, Ni2+, Al3+) resulted in the hydrogel formation occurring at 60 mM. A concentration of 120 mM of Na+ was needed to form a PNF hydrogel, while lower concentrations showed liquid behaviors similar to the reference PNF solution where no metal ions had been introduced. The hydrogel mechanics were investigated at steady-state conditions after 24 h of incubation/gelation, revealing that more acidic (smaller and more charged) metal ions induced ca. 2 orders of magnitude higher storage modulus as compared to the less acidic metal ions (with smaller charge and larger radius) for the same concentration of metal ions. The viscoelastic nature of the hydrogels was attributed to the ability of the metal ions to coordinate water molecules in the vicinity of the PNFs. The presence of metal ions in the solutions during the growth of the PNFs typically resulted in curved fibrils, whereas an upper limit of the concentration existed when oxides/hydroxides were formed, and the hydrogels lost their gel properties due to phase separation. Thioflavin T (ThT) fluorescence was used to determine the rate of the fibrillation to form 50% of the total PNFs (t1/2), which decreased from 2.3 to ca. 0.5 h depending on the specific metal ions added.
Entities:
Keywords:
hydrogels; kinetics; metal ions; protein nanofibrils; whey protein
The preparation
of protein nanofibrils
(PNFs) represents an interesting field of science since it has been
shown that the PNFs with outstanding mechanical properties can be
made from natural resources.[1−3] The fibrils are readily formed
in nature, demonstrating not only stiffness and bending strength values
of ca. 3.3 and 0.6 GPa, similar to conventional steel,
but also biocompatibility.[4] The possibility
to produce PNFs using natural resources in vitro,
therefore, represents an opportunity in the development of advanced
materials using bottom-up chemical approaches.[5] As liquid suspensions, PNFs frequently display strong interactions
with their surroundings, resulting in the formation of hydrogels.[6−11] It has been demonstrated that PNF hydrogels have the potential to
be used in a variety of applications, for example, biomedical applications,[12,13] optoelectronic materials,[14−16] hybrid organic/inorganic materials,[17,18] and as templates for the preparation of nanowires.[19−22]The conditions under which PNFs are grown have the potential
to
influence the morphology of the PNFs.[23] Affecting the fibrillation and growth may allow for the preparation
of longer/thicker/curvier fibrils, which in turn have been shown to
influence the macroscopic properties of PNF-based materials, resulting
in, for example, stronger materials with load-bearing properties.[24,25] The morphology of the PNFs has also been proposed to influence the
rheological properties, where curved fibrils have been suggested to
result in more viscous aqueous solutions by providing stronger fibril
interactions in terms of entanglements.[26] On the contrary, longer and straight PNFs have been used as skeletons
to form oriented structures, for example, conductive nanowires from
low viscous PNF solutions.[19,21] The possibility of
tuning the growth kinetics of PNFs and their morphology is therefore
of great value since it allows for harvesting useful PNF properties
in several material science application areas, such as bio-based
material sensors, drug delivery, solar energy conversion, and photoluminescent
materials.[27]The synthesis of PNFs
requires the unfolding of the native three-dimensional
protein structures (denaturation) followed by the hydrolysis of the
proteins into small peptides and the nucleation/self-assembly of the
peptides to PNFs.[28−32] To initiate and promote protein denaturation, specific conditions
are used for exposing the hydrophobic segments and the hydrogen-bond
donor/acceptor parts of the protein residues.[33−35] Here, organic
solvents such as urea and ethanol can effectively trigger the formation
of PNFs. Another common approach is to expose the proteins to high
temperatures (70–90 °C) and low pH (1.5–3.0) in
aqueous solution, which denature and hydrolyze the protein.[2,36,37] The denatured and hydrolyzed
protein segments further self-assemble into PNFs, driven by a balance
between electrostatic forces and hydrophobic interactions, while the
unidirectional growth occurs as a consequence of repulsive forces
between the fibril units.[38] The outcome
of the PNF synthesis has been shown to depend on the concentration
of the starting materials and the protein source, where it has been
demonstrated that protein solubility plays an important role in the
fibrillation.[2,36,37,39] Among different proteins, whey protein isolate
(WPI), a side-stream product from the food industry, has been extensively
studied due to its ability to form long and slender PNFs with well-defined
morphologies, ca. 4 nm in width and up to several
micrometres in length.[31,40,41] This is in contrast to proteins generating shorter and less defined
morphologies, for example, meat hemoglobin, rice globulin, and soy
protein isolate.[38,39]In this article, the PNF
growth and the formation of PNF hydrogels
have been studied in the presence of different metal ions, with consideration
to the metal ion acidity as represented by the pKa values ranging from 14 to −0.6 (from nonacidic
to strongly acidic). A systematic selection of metal ions (Na+, K+, Co2+, Ni2+, Al3+, Fe3+, Sn4+, and Zr4+),
with an increasing ability to structurally organize water as related
to their increasing charge and reduction in diameter, revealed that
PNF hydrogel formation occurred more readily and faster with those
metal ions having low pKa values. Previously,
metal ions, for example, Na+, Ca2+, have briefly
been discussed to induce changes in the fibrillation kinetics and
PNF morphologies, that is, functioning as a catalyst for the PNF formation
and influencing the viscosity of the PNF suspensions.[42] It is herein demonstrated that using metal ions with different
acidity is the key to forming hydrogels with different gel strength,
relying on a balance between the established metal ions/water/PNF
structures. Importantly, these hydrogels were formed only when the
metal ions were present during the growth of the PNFs, making the
interactions between the PNFs, the metal ions, and the water molecules
of central importance. It is demonstrated systematically how the acidity
of different metal ions affects the growth of PNFs as hydrogels, thereby
allowing for designing materials that may find use in a number of
future applications.
Results and Discussion
Metal Ion Ability to Organize
PNF Solutions into Hydrogels
Figure shows Eppendorf
tubes containing PNFs grown from whey protein solutions at concentrations
of 40 g/L with or without the presence of different metal ions. The
tubes were standing vertically on their lids (≥10 min, steady-state)
to demonstrate that at certain concentrations of the mono-, di-, tri-,
and tetra-valent metal ions, an induced gelation was observed that
prevented the PNF solutions from flowing in the direction of the gravitation
(Figure ). The reference
sample with PNFs grown in the absence of any metal ions behaved as
a low-viscous liquid and displayed no signs of gelation, see top row
“Ref.” in Figure .
Figure 1
Appearance of the WPI solutions after PNF growth with and without
the presence of different metal ions (at 90 °C of for 24 h).
The concentrations of the metal ions were 30 mM, 60 mM, and 120 mM
from left to right in each picture. Solid-phase precipitate could
be identified in 120 mM Al3+, 60 and 120 mM Sn4+, and all the Zr4+ concentrations.
Appearance of the WPI solutions after PNF growth with and without
the presence of different metal ions (at 90 °C of for 24 h).
The concentrations of the metal ions were 30 mM, 60 mM, and 120 mM
from left to right in each picture. Solid-phase precipitate could
be identified in 120 mM Al3+, 60 and 120 mM Sn4+, and all the Zr4+ concentrations.When the monovalent Na+ or K+ ions sized
116 and 152 pm, respectively, were present at a concentration of 30
mM during the growth of the nanofibrils, no difference from the reference
sample was observed. A marked effect could however be seen as the
concentration of Na+ or K+ ions were increased
from 30 mM to 60 mM. At 60 mM, the samples transformed from low-viscous
liquids to liquids with consistencies similar to syrup (not visible
in the photographs). At a concentration of 120 mM, both the Na+ and K+ ions containing PNF suspensions transformed
into hydrogels. These hydrogels could no longer flow as liquids to
the lower section of the upside-down Eppendorf tubes, see Figure top row. The 40%
difference in the radius of the monovalent Na+ and K+ did not appear to make a difference for the PNF solutions
behavior. It was also apparent that at concentrations ranging up to
120 mM, no color changes of the Na+ and K+ PNF-solutions
occurred in comparison to the reference sample.The second row
in Figure demonstrates
that the divalent Co2+ and Ni2+ ions sized 88
and 83 pm, respectively, induced a strong
gel formation already at a concentration of 60 mM. The Co2+ and Ni2+metal ions also resulted in an apparent higher
viscosity for the PNF suspensions containing 30 mM metal ion concentration,
although the strength of these hydrogels was not enough to prevent
the gels from flowing in the direction of the gravity, inside the
upside-down Eppendorf tubes. The addition of even smaller sized 67
pm trivalent metal ions of aluminum, as compared to Co2+ and Ni2+, is shown in the third row (Figure ). The Al3+-containing
sample showed hydrogel formation at the 30 mM metal ion concentration.
However, similar to Co2+ and Ni2+, the hydrogel
was too weak to resist the flow in the direction of the gravity (Figure , Al3+). A firm gel was, however, again formed at 60 mM with a darker color
as compared to the previously described samples (Figure ). The Al3+-containing
gel sample at an ion concentration of 120 mM showed an apparent phase
separation, which made part of the hydrogel sediment in the Eppendorf
tube. This was due to the fact that the trivalent metal ions could
no longer assist in sustaining a coordination activity of water molecules
and instead precipitated as amorphous aluminum hydroxide and/or oxide,
see isolated particles in Figures S1c and S2.The trend describing how more charged metal ions induce gelation
at lower metal ion concentration was further confirmed by preparing
a sample containing Sn4+ as one of the smallest metal ions
herein evaluated (83 pm), with the greatest charge among all tested
ions (+4). The tetravalent Sn4+ ion allowed formation of
a firm gel at the lowest 30 mM ion concentration. The higher concentrations
could however not support the formation of uniform hydrogels (in a
similar fashion as for the 120 mM Al3+ sample), Figure . The precipitated
SnO2 nanoparticles are shown in Figure with their associated X-ray diffraction
pattern in the supplementary section (Figure S1). The particles were spherical and showed sizes of approximately
50–200 nm, see Figure . It should be noted that all the X-ray diffraction patterns
for the Sn4+ samples, regardless of the metal ion concentration,
showed the crystalline peaks of SnO2 (Figure S1d). Even so, the sample with 30 mM ion concentration
remained as a firm hydrogel and showed no phase separation in contrast
to the Al3+ samples and the higher concentrations of the
Sn4+ ion containing samples (Figure ). The increase in the Sn4+ concentration
thus proportionally affected the size and the concentration of the
oxide particle formed (Figure S1d), which
increased the probability of having denser particle aggregates formed
for the higher concentrations. The increase in the ζ potential
in the case of Al3+ and Sn4+, shown in Figure S3, also indicated the presence of the
precipitated metal ion hydroxide/oxide phase for more extended incubation
times, resulting in a lost ability of the metal ions to screen the
protein surface charges and decrease the surface potential of the
protein. However, the initial drop of the ζ potential observed
for the Al3+ sample (Figure S3) may also be a consequence of a decrease in the double electric
layer thickness of the protein molecules, possibly existing due to
early interactions between Al3+ and the PNFs at the initial
state of the incubation.
Figure 2
SnO2 nanoparticles observed by TEM
in the PNF sample
with 120 mM Sn4+.
SnO2 nanoparticles observed by TEM
in the PNF sample
with 120 mM Sn4+.The formation of metal hydroxides/oxides during the synthesis of
the PNFs depends on the acidity of the metal ions, see Figure a,b. Smaller and more charged
metal ions (Sn4+, Zr4+; pKa < 0) show a greater ability in inducing hydrolysis and
convert more readily the hydrated metal ions into hydroxides and oxides,
which in turn do not have the same ability to coordinate water molecules
in the vicinity of the PNFs. Naturally, the precipitation of the metal
ions also considerably decreases the concentration of the remaining
metal ions, coordinating water molecules around the growing PNFs.
On the contrary, larger and less charged metal ions (Na+, K+; pKa > 14) stay in
the
solution as mostly hydrated (Figure S1)
but are required to be present at higher concentration to fully support
a hydrogel formation caused by the metal ions coordinating the PNFs.
The electronegativity (x) of the metal element also needs to be considered due to its effect
on the hydrolysis reactions. Table shows the estimated pKa values of the metal ions investigated in this study, as originally
described by G. Wulfsberg according to eqs (x < 1.5) and 2 (x > 1.5) from ref (43) :The acidity of the PNF solutions was tested
before and after the 24 h incubation to ensure the equilibrium of
reaction in Figure b was reached, since more hydrolysis and formation of hydroxides
and oxides should show as hydronium ions in the solutions (pH). Table shows that the pH
values of the solutions were in the range from 0.7 to 2.9 depending
on the size and radius of the metal ions (in agreement with the estimated
pKa values of the metal ions, eqs and 2), confirming that the smallest and most charged ions could be associated
with the lowest pH values.
Figure 3
(a) Solvation shell around a metal ion, (b)
hydration of metal
ions, (c) polarization of water molecules, and (d) protein hydrolysis.
The solvation shells in (a) illustrated as depicted also in refs (47−51).
Table 1
pH and Storage Modulus
of WPI Solution
with and without the Presence of Metal Ions (120 mM) after 24 h Incubation
at 90 °Ca
samples
ref
K+
Na+
Mg2+
Ni2+
Co2+
Al3+
Fe2/3+
Zr4+
Sn4+
radius (pm)
–
152
116
86
83
88
67
92/78
86
83
pKa
–
14.5
14.2
11.4
9.9
9.6
5
9.5/2.2
–0.3
–0.6
pH
3.0
2.9
2.8
2.8
2.8
2.7
2.5
1.4
0.8
0.7
storage modulus (Pa)
0.5
21
24
182
425
155
164
–
462
0.3
Note: The values
for the radius
and electronegativity were taken from refs (43−45). Storage moduli of the PNF solution/hydrogel
(in the liquid state)[46] were extracted
at 1.0 Hz from the results of the frequency sweep.
Note: The values
for the radius
and electronegativity were taken from refs (43−45). Storage moduli of the PNF solution/hydrogel
(in the liquid state)[46] were extracted
at 1.0 Hz from the results of the frequency sweep.(a) Solvation shell around a metal ion, (b)
hydration of metal
ions, (c) polarization of water molecules, and (d) protein hydrolysis.
The solvation shells in (a) illustrated as depicted also in refs (47−51).
Rheology of the PNF Metal
Ion/Hydroxide/Oxide Solutions
Figure shows the
storage modulus of the PNF suspensions/hydrogels formed with, or without,
the presence of the metal ions at the concentrations of 30, 60, and
120 mM. The modulus was monitored over the frequency range from 0.01
to 100 Hz. The results were mostly in agreement with the viscous appearance
of the samples shown in Figure and displayed a stable storage modulus that could
be observed over the entire frequency range due to formation of homogeneous
hydrogels (Figure ). In contrast, the reference solution that had been formed without
the presence of metal ions during the growth of the PNFs (shown in Figure c as Ref) displayed
a constantly increasing storage modulus over the same frequency range.
Figure 4
Effect
of metal ions with different concentrations (a) 30 mM, (b)
60 mM, and (c) 120 mM on the storage modulus of the WPI solution heated
at 90 °C, pH 2 for 24 h. All the PNF/PNF-metal ion solutions
were first evaluated after 24 h of incubation in order to ensure that
all metal ions hydrolysis had reached equilibrium.
Effect
of metal ions with different concentrations (a) 30 mM, (b)
60 mM, and (c) 120 mM on the storage modulus of the WPI solution heated
at 90 °C, pH 2 for 24 h. All the PNF/PNF-metal ion solutions
were first evaluated after 24 h of incubation in order to ensure that
all metal ions hydrolysis had reached equilibrium.The rheology data also revealed some specifics about the
strength
of the hydrogels formed at the different concentrations of the various
metal ions. In Figure a, it can be seen that the Na+ and K+ as monovalent
metal ions, in the pKa range 10–15,
did not contribute to any typical hydrogel behavior at 30 mM. The
red and the pink symbols follow the light gray symbols of the reference,
demonstrating a linear increase in the storage modulus over the frequency
range <10 Hz, the region where the viscoelastic response to the
applied force is most apparent. The same observation was made at the
60 mM concentration (Figure b), whereas for the 120 mM solutions, the trend was broken,
and both the Na+ and the K+ samples displayed
a stable storage modulus of ca. 20 Pa over the entire
frequency range tested (Figure c and Table ). The divalent Co2+ and Ni2+ ions (pKa ≈ 5–10) revealed that the storage
modulus of the hydrogels increased from ca. 5, to
50, and further to 150–400 Pa for the concentrations of 30,
60, and 120 mM, respectively. The same behavior was observed for Mg2+ (not shown). The trivalent Al3+ ion in the pKa range 1–5 further confirmed the trend
with a storage modulus increasing from 15, to 80, and to 150 Pa for
the same concentrations. The tetravalent Sn4+metal ions,
with the pKa values in the lowest range
(pKa < 1), formed the hydrogel with
the highest storage modulus among the samples tested at 30 mM concentration
(50 Pa). However, the Sn4+ samples at 60 and 120 mM showed
unstable storage modulus over the entire frequency range. This was
due to the phase separation visible in Figure , which made the modulus data interpretation
difficult. Likewise, the Al3+ sample at 120 mM also showed
some phase separation (Figure ), which decreased the storage modulus value to some degree
because of Al3+ precipitating as a solid phase. Overall,
it could be confirmed that the rheology data describing the viscosity
and strength of the hydrogels correlated well with the pKa values in Table and the appearances of the hydrogel formation in Figure . Occasionally, the
hydrogel strength associated with the different metal ions, having
similar pKa values, scattered along the
general trend described above due to different abilities to form metalhydroxides/oxides.Two metal ions behaved differently in terms
of affecting the PNF
hydrogel formation described above, that is, iron and zirconium with
pKa values of 2.2 and −0.3, respectively.
No hydrogel formation occurred in the iron-containing samples, regardless
of the iron concentration used, and the PNF solutions remained as
low-viscous liquids with consistency similar to water and therefore
were not included in the rheological evaluation. This was consistent
with a limited amount of PNFs in the 30 mM iron sample, or complete
absence of PNFs in the other iron containing samples (Figure S5), which suggests that the iron may
have interacted with the carboxylic acid groups on the protein chains.
These interactions could include the formation of tri/pentanuclear
carboxylate complexes with low charge,[52,53] which have
been reported to be stable at low pH values (< 2).[54,55] The explanation is in agreement with the result that no Fe2/3+ ions, in the form of chloride salts, or formed oxides, could be
observed in the X-ray diffraction patterns (Figure S1). Zr4+ ions required a much greater concentration
than expected to form a firm hydrogel (120 mM). Similar to the iron
case, Zr4+ can interact with water forming highly charged
tetranuclear hydrolyzed species,[56] which
may coordinate with carboxylic acid groups, thereby generating carboxylate
clusters (which is not the case for Sn4+).[57] However, the highly charged nature of the zirconium ions
and the equilibrium with its associated precipitated hydroxides made
it difficult to explain the formation of the firm hydrogel at 120
mM (Figure S4), while at lower concentrations,
no gel formation occurred. It is noteworthy that some metal ions (Fe2/3+ and Zr4+) appear to occasionally form intermediate
hydroxylated species that interact and inhibit the fibrillation and
consequently formation of hydrogels.The presence of metal ions
during the PNF growth and their effects
on rheological measurements have previously been addressed only in
a few works.[26,42,55,58−65] Loveday et al. suggested that the viscosity of
the PNF solutions was associated with the volume fraction of PNFs
and the degree of intrafibril entanglements.[26,64] It was also proposed that Ca2+ ions resulted in more
significant PNF nucleation and an increase in the amount of short
and curved PNFs, thereby allowing for strong fibril networks to form,
which contributed to hydrogels demonstrating high viscosity.[26]
The Gelation Process Kinetics
The
acidity of an arbitrary
metal cation is determined by its charge to the power of two, radius
and electronegativity. The charge has the greatest effect on the derived
pKa value (eqs and 2), although a
smaller radius also affects the pKa values
due to the charge being distributed over fewer coordinated water molecules
(Figure a, inner shell),
thereby inducing hydrolysis more easily. The coordination and organization
of water molecules in the vicinity of the differently sized metal
cations were previously described by Baes, Messmer and Wulfsberg et al.[43,44] Omta et al.,[47] Soper et al.,[48] Bylaska et al.,[49] Marcus,[50] and Mähler et
al.[51] suggested that a first hydration
shell exist around most ions, even large monovalent ones (e.g., Na+), whereas well-defined second hydration
shells are common around more highly charged ions, for example, Al3+ (Figure a). However, it is important to underline that when the investigated
metal ions were added after the growth of the PNFs, Figure S4), regardless of the PNF morphology (defined as straight
or curved fibrils),[31] no gelation occurred
in any of the samples (Figure S4). This
demonstrates that the effects of the metal ions during the growth
stage of the PNFs are of central relevance, and the PNF fibrillation
kinetics was therefore further studied.Figure shows the gradual gel formation (with time)
for the samples with and without the presence of metal ions during
the first 6 h of the PNF growth. The starting solutions were adjusted
to pH 2 before the additions of the metal ions. All the metal-ion-containing
samples (except Na+) formed hydrogels within 40 min, while
the Na+ sample required around 1 h (Figure ). The color changes with the fibrillation
time for the Na+ sample followed the reference (Figure a,b), indicating
that the presence of Na+ ions had a limited effect on the
PNF growth other than structurally organizing the water molecules
(Figure a). For more
charged metal ions (Co2+ and Al3+) at the same
concentration (120 mM), a gradual darkening of the samples was observed
compared to the Na+ sample, see Figure c,d. More noticeably, the Sn4+ sample turned black after 6 h of PNF growth (Figure e). This extensive darkening was presumed
to occur due to acidic PNF degradation and oxidation.
Figure 5
WPIs after incubation
at 90 °C of for 1–6 h with and
without the presence of different metal ions at 120 mM concentration.
WPIs after incubation
at 90 °C of for 1–6 h with and
without the presence of different metal ions at 120 mM concentration.Overall, the addition of metal ions with lower
pKa values resulted in more acidic conditions,
always contributing
to even darker solutions. This darker appearance of the fibril solutions
with more acidic conditions was previously ascribed to degradation
in the case of polysaccharides, for example, cellulose fibrils.[66] Infrared spectroscopy (IR) was therefore used
to investigate the possible extensive formation of carboxylic acid
groups associated with the oxidation/hydrolysis of the PNFs, shown
as a carbonyl group peak at 1720 cm–1, see Figure .[67,68] The peak was most visible for the PNFs grown in the presence of
the Sn4+ ions at a concentration of 120 mM, that is, the
most acidic condition (pH = 0.7) among all the samples (Figure and Table ). At this pH, extensive protein hydrolysis
has been previously reported, resulting in significant amounts of
carboxylic acid groups.[69] The carbonyl
groups were however not evident in the case of the Zr4+, suggesting that extensive degradation had not occurred in this
sample and was then only dominant in the Sn4+ case, see Figure . It is also shown
in Figure b that the
Sn4+ sample lost its storage modulus after ca. 1 h of incubation.
Figure 6
Protein structures of the samples with and without metal
ions (120
mM) after 24 h incubation. Samples were freeze-dried and stored in
a desiccator before the measurement. IR spectra were normalized according
to the amide I peak.
Figure 7
(a) Effect of metal ions
(Na+, Co2+, Al3+, and Sn4+ at 120 mM) on the kinetics of WPI fibril
formation at pH 2, 90 °C, measured by ThT fluorescence at 485
nm. (b) Gelation data for WPI solutions with metal ions at 120 mM.
Protein structures of the samples with and without metal
ions (120
mM) after 24 h incubation. Samples were freeze-dried and stored in
a desiccator before the measurement. IR spectra were normalized according
to the amide I peak.(a) Effect of metal ions
(Na+, Co2+, Al3+, and Sn4+ at 120 mM) on the kinetics of WPI fibril
formation at pH 2, 90 °C, measured by ThT fluorescence at 485
nm. (b) Gelation data for WPI solutions with metal ions at 120 mM.Figure also shows
that the protein amide I peak at ca. 1640 cm–1 shifted to lower/higher wavenumbers compared to the
reference peak position indicated by a dashed line. These shifts suggest
changes in the protein secondary structures.[70,71] A shift toward lower wavenumbers indicates an increase in the formation
of β-sheet features in the PNFs, thus resulting in a more organized
protein structure.[70,71] This was observed as associated
with the mono-, di-, and trivalent metal ions (K+, Na+, Co2+, Ni2+, Al3+), and
the shift was most pronounced in the case of divalent ions, compared
to the mono- and trivalent ions (ref < Na+ < K+ < Co2+, Ni2+ > Al3+).
The addition of tetravalent metal ions resulted, however, in more
unordered/random coils structures, as suggested by the shifts occurring
toward higher wavenumbers. These results indicate strong interactions
between metal ions and the protein during the formation of PNFs, thereby
impairing the formation of more organized structures within the protein
itself.ThT fluorescence was used to monitor the amount of PNFs
formed
during the incubation and study the fibrillation kinetic parameters
in the systems with, and without, the presence of metal ions at a
concentration of 120 mM (Figure a). The fluorescence of the reference sample increased
continuously during the first 5-7 h, reaching a plateau at ca. 85 fluorescence units (FU) at 7.5 h, see Figure a. The Na+ sample
reached a similar plateau in a significantly shorter time: 3.5 h,
that is, half of the time needed to reach the same plateau as for
the reference sample. For the Co2+ and Al3+ samples,
most of the PNF growth occurred during the first 2 h, reaching ca. 75 and 115 FU as maximal values, respectively. These
samples also showed a decrease in the fluorescence after 3 h of incubation
time to ca. 50 FU (Figure a). The Sn4+ sample initially
reached a similar maximal fluorescence intensity as the Co2+ sample, but a decrease in the fluorescence occurred with time from
the maximal value after 30 min (ca. 74 FU) until
reaching ca. 20% of its maximum value at 24 h (Figure a). The decrease
in ThT fluorescence signal after long incubation time was previously
observed for the formation of PNFs from potato and β-lactoglobulin
proteins.[39,65] It was then attributed to a local gelation/precipitation
of the PNFs and/or the breakdown of the fibril structure.[65] In the presence of the metal ions, it was found
that the relative decrease in the signal strength increased with decreasing
pKa of the metal ions, in the order Co2+, Al3+, and Sn4+ (Figure a). The more limited fluorescence
with time was therefore interpreted as a result of an extensive PNF
coagulation occurring with the simultaneous precipitation of the metalhydroxides and oxides, together with protein hydrolysis due to the
high acidity of the Sn4+ system that may have hindered
further PNF fibrillation. This explanation agrees with the values
of the storage modulus at 1.0 Hz shown in Figure b, where the Sn4+ sample lost
its gel-like properties as the sample was incubated for ca. 0.5–1 h. A small drop in the storage modulus was also observed
for the aluminum sample, which also displayed a separation of solid
phase after the first hour of incubation (see Figures and 7b). However,
this decrease in storage modulus was small, and the sample mostly
displayed a rheological behavior in agreement with the 120 mM Co2+ and Na+ samples, which maintained gel-like properties
over the entire 24 h incubation measurement. The results suggest that
the decrease of ThT fluorescence acts as an early indication of hydroxide/oxide
phase separation on a finer nanometre resolution level, while the
rheological and diffraction properties more reflect the nature of
the samples on a macroscopic level.The PNF-Sn4+ sample
data were not possible to fit with
the Finke–Watzky model, and therefore the kinetic parameters
were calculated using linear regression with the data obtained at
0.25 and 0.5 h. The calculated parameters from the fitting, that is, t1/2, , and tlag,
are shown in Table . In general, the PNF always formed in significantly shorter times
when metal ions were present, as compared to the reference sample.
The results for the reference sample show that 2.3 h was needed to
grow 50% of the total amount of PNFs (t1/2, see Table ). The
use of 120 mM Na+, with the highest pKa among the tested metal ions (ca. 14),
resulted in a t1/2 equal to 0.62 h. A
decrease in the pKa values for the Co2+ and Al3+-containing samples (as compared to the
Na+) reduced even further the time needed to grow 50% of
the PNFs, being 0.44 and 0.55 h, respectively. The lowest t1/2 value among all the samples was found for
the Sn4+ ion, showing a t1/2 value of 0.33 h. Accordingly, the Sn4+ ions were able
to promote the growing of half of the maximum amount of the formed
fibrils in 14% of the t1/2 obtained for
the reference sample. The trend was verified from the maximum rate
of fluorescence (),
which increased with the decrease of
the pKa values of the metal ions (Tables and 2). The PNF nucleation time in Table , that is, time to reach the detectable amount
of PNFs (tlag), revealed that all samples
containing metal ions nucleated faster than the reference sample.
The increase in the tlag when metal ions
with low pKa values are used, for example,
from 0.002 (Na+) to 0.168 (Sn4+), is suggested
as a consequence of the larger hydration volume and/or a readily formation
of metal hydroxides/oxides for the most acidic metal ions (e.g. Sn4+), which may delay their initial interaction
with the protein functional groups during the PNF growth.
Table 2
Kinetic Parameters Obtained by Fitting eq to ThT Fluorescence Data: t1/2, , and tlag
samples
t1/2 (h)
(FU h–1)
tlag (h)
adjusted R2
ref
2.34
16.2
0.26
0.995
Na+
0.62
50.9
0.002
0.975
Co2+
0.44
62.1
0.043
0.929
Al3+
0.55
97.6
0.085
0.977
Sn4+
0.33
146.6
0.168
0.999
Figure shows the
acidity of the PNF solutions in Figure over the first 6 h of incubation. The immediate effect
of the addition of the metal ions was a drop in pH, which became more
significant with a decreasing pKa value
of the metal ions (see Figure , 0 h). The lowest pH value was observed for the Sn4+-PNF sample (pH = 0.7), which was due to the complete Sn4+ hydrolysis, followed by the formation of SnO2 (see X-ray
diffraction in Figure S1d). The pH over
the incubation time increased continuously for most of the metal ions,
similar to the reference PNF solution. This increase in pH over the
incubation time is due to the formation of PNFs and the hydrolysis
of the peptide bonds in the proteins, see Figure d. The pH for the Sn4+metal ion-PNF
solution remained relatively constant over the entire incubation time,
that is, at pH ≈ 0.7. This was due to the extensive formation
of hydroxides and oxides with the release of hydronium ions (H3O+, Figure ), which was more dominant in overlapping the increase in
the pH because of the hydrolysis. This trend showed most explicitly
for the measurements taken over 6 h (Figure ).
Figure 8
pH of WPI solutions after incubation for 1–24
h with and
without the presence of 120 mM Na+, Co2+, Al3+, and Sn4+.
pH of WPI solutions after incubation for 1–24
h with and
without the presence of 120 mM Na+, Co2+, Al3+, and Sn4+.A fast fibrillation was previously observed by Ikeda et
al.[59] and Veerman et al.[60] and was suggested as a result of a
reduced electrostatic repulsion between the growing PNFs, together
with an enhanced fibril nucleation.[61,72] The significance
of reducing the electrostatic repulsion was herein confirmed and displayed
as low ζ potential values at the initial stage of the protein
fibrillation for samples containing the metal ions, see Figure S3. The accelerated PNF growth also seemed
to be related to the ability of the metal ions to generate hydronium
ions (H3O+), which in turn favored the protein
hydrolysis (Figure d) and further the PNF formation and growth.[42,62]
Protein Nanofibril Morphology
Figure shows the morphology of the PNFs grown in
the absence of metal ions. The PNFs varied between ca. 200 nm and 4 μm in length, while being dominantly long and
straight fibrils with limited entanglements and aggregation. The thicknesses
of the individual fibrils were estimated to ca. 4–5
nm, which is consistent with previous reports showing fibrils from
β-lactoglobulin,[73] egg white lysozyme,[74] and soy protein,[36] showing thicknesses in the range 2–10 nm. The insert in Figure highlights that
twisted ribbon fibril morphology could also be observed for the whey
protein in this work. This morphology was similar to that previously
described for lysozyme and β-lactoglobulin by Mezzenga et al.[75] and Guzzi et
al.[55] The PNFs, grown in the presence
of 30 mM Na+ and K+ ions, formed as relatively
straight and long fibrils (Figures a and S5), resembling the
reference PNFs. An increase in the ion concentration to 60 mM or 120
mM resulted in shorter and curved PNFs for the same metal ion, suggesting
that a concentration dependence also existed, see Figure b,c. Curved fibrils formed
in the presence of Na+ ions were previously observed by
Loveday et al.[26,42] As the concentration
of the monovalent ions increased, the tendency of the fibrils to aggregate
also increased. The stronger tendency to aggregate partly explained
the increase in the viscosity of the solutions (Figures and 3), that is,
favoring the formation of PNFs entangled as a network.[76]
Figure 9
AFM image of WPI fibrils grown at pH 2, 90 °C, after
24 h.
Figure 10
AFM images of whey protein PNFs grown
with and without the addition
of different metal ions under pH 2, 90 °C of for 24 h. PNFs grown
with (a) 30 mM Na+, (b) 60 mM Na+, (c) 120 mM
Na+, (d) 30 mM Ni2+, (e) 30 mM Al3+, and (f) 30 mM Sn4+.
AFM image of WPI fibrils grown at pH 2, 90 °C, after
24 h.AFM images of whey protein PNFs grown
with and without the addition
of different metal ions under pH 2, 90 °C of for 24 h. PNFs grown
with (a) 30 mM Na+, (b) 60 mM Na+, (c) 120 mM
Na+, (d) 30 mM Ni2+, (e) 30 mM Al3+, and (f) 30 mM Sn4+.Figure c shows
the size of a typical aggregate (ca. 5 μm in
width), while the inset displays in more detail the fibrils as entangled
entities. Figure d shows that the curved fibrils were formed already at a concentration
of 30 mM when divalent metal ions (Ni2+, Co2+etc.) were present during the growth of the PNFs.
Similarly, for trivalent Al3+, much smaller and curved
fibrils were formed, see Figure e, as compared to the reference PNFs. For the tetravalent
30 mM Sn4+ sample, the fibrils appeared shorter (ca. 250 nm) than those in the Ni2+, Co2+ (Figure S5), and Al3+ samples
(at the same concentration), which all showed PNFs ranging up to ca. 500 nm in length. The curved and also entangled PNFs
in the case of polyvalent metal ions made the determination of the
accurate PNF length difficult. Overall, the trend was decreasing fibril
length with increasing charge and smaller radius of the metal ion
present during the PNF growth (i.e., lower pKa value), see Figure S6. This could be due to the faster protein
hydrolysis, promoted by the solvation of the metal ions, which resulted
in more nucleation and in turn shorter PNFs. The arrows in Figure f highlight the
presence of smaller, short, curved, and entangled PNFs in the Sn4+ ion sample. Finally, large and condensed networks, as shown
in Figure c, were
always observed in all samples with polyvalent metal ions.
Release
of Metal Ions from the PNF Hydrogels
Figure shows the rate
of the release of Na+, Co2+, and Al3+ ions, illustrating the binding strength and/or locking capacity
of the metal ions in their different structural configurations with
the PNFs in the hydrogels (over 90 min). The release rate of the Na+, Co2+, and Al3+ ions showed a similar
trend (Figure a),
that is, the amount of ions released into Milli-Q water increased
rapidly during the first 10 min and leveled off after 30 min. The
releasing rate of the metal ions decreased with the increase of the
pKa value of the metal ion, that is, Na+ > Co2+ > Al3+ during the first
10 min.
At the end of the measurement (after 90 min), around 4% of Na+ and Co2+ ions had been released from the PNF hydrogel,
while only 2% of Al3+ ions were detected as released from
the hydrogel in the Milli-Q water, see Figure a. It is therefore suggested that the lower
charged metal ions with greater pKa values
were less strongly associated with PNFs in the hydrogels, possibly
being dominated by outer-sphere hydration interactions with the PNFs
(Figure S7). It is also noteworthy that
the majority of the ions, that is, more than 96%, remained as associated
with the PNF hydrogels, explaining why the hydrogels kept their initial
color and shape (remaining as a hydrogel, Figure S8) after 90 min of immersion in Milli-Q water and constant
stirring, see Figure b. In the second set of samples, the same test was carried out for
the hydrogels as when immersed in the Milli-Q water. The only difference
was that the water had been acidified to pH 2, demonstrating identical
trends of metal ions release (and hydrogels state) as for the Milli-Q
water (above), with the difference that each sample released 10 times
more ions (Figure S9).
Figure 11
(a) The kinetic study
of the release of Na+, Co2+, and Al3+ from PNF hydrogel in Milli-Q water.
(b) The PNF hydrogels containing Na+ (left)/Co2+ (middle)/Al3+ (right) immersed in Milli-Q water for 90
min.
(a) The kinetic study
of the release of Na+, Co2+, and Al3+ from PNF hydrogel in Milli-Q water.
(b) The PNF hydrogels containing Na+ (left)/Co2+ (middle)/Al3+ (right) immersed in Milli-Q water for 90
min.Figure shows
the appearance of the lyophilized PNF hydrogels prepared with and
without the presence of the metal ions. All the gels, except the gel
grown in the presence of the Sn4+ ions, developed into
structural foams with 72 h of freeze-drying. The reference and the
Na+ foams displayed a similar whitish color and a brittle
behavior, and these foams mostly broke during the transfer from the
Eppendorf tubes to the glass beakers, shown in Figure .[46,77] On the contrary, the
Co2+ and Al3+ foams maintained to a large extent
the shape of the Eppendorf tube, although a volumetric shrinkage of ca. 20% was observed as compared to the reference sample.
For these samples, a very bright blue and silver-gray color indicated
a uniform distribution of the metal ions, respectively, penetrating
the entire samples. The shrinkage of the hydrogels with freeze-drying
became more evident for the hydrogels grown in the presence of metal
ions with lower pKa values. The foam produced
from the lyophilization of the hydrogels with Sn4+ ions
resulted in the most significant shrinkage (ca. 80%)
among the aforementioned. This sample was fragmented into several
hard and black pieces, which reflected the short and curved fibril
morphology associated with possible degradation resulting from the
addition of the Sn4+ ions (see Figures , 6, and 10). The foam morphologies of the lyophilized reference
foam and the Na+ sample suggest the formation of elongated
ice crystals during the rapid freezing (in liquid nitrogen) of the
hydrogel, which resulted in PNF cell walls the size of ca. 0.2 μm (Figure ). The microstructures of the Co2+ and Al3+ foams show that the ice crystals grew more isotropically in these
samples, compared to the reference and Na+ samples. The
cell wall of the Al3+ foams was thicker (thickness ca. 2 μm) than all samples mentioned before (i.e., reference Na+ and Co2+), featuring a much rough surface (Figure ). The micrograph from the Sn4+ sample also reveals a course structure with a rougher surface and
no pores observed, corresponding to a collapsed structure and demonstrating
the clear phase separation and/or embedding of the PNFs taking place
in these samples. The lyophilized 30 and 60 mM Al3+ and
Sn4+ PNF foams showed a smoother surface (Figure S10) compared to the foams from the 120 mM samples,
suggesting that the PNF foam morphology have been affected by the
formation of aluminum hydroxide (Figure S2) and SnO2 (Figure S1).
Figure 12
The freeze-dried
PNF samples (1 mL) with and without the presence
of 120 mM metal ions (Na+, Co2+, Al3+, and Sn4+). The inserted scanning electron microscopy
(SEM) images showed a detailed structure of the foams. The scale bar
is 10 μm.
The freeze-dried
PNF samples (1 mL) with and without the presence
of 120 mM metal ions (Na+, Co2+, Al3+, and Sn4+). The inserted scanning electron microscopy
(SEM) images showed a detailed structure of the foams. The scale bar
is 10 μm.
Conclusions
The
correlation of the viscosity observations, the rheology data
results (storage modulus), acidity changes with different metal ion
pKa values (pH variation), and the subsequent
differences in the formation of PNF hydrogels was demonstrated. First
and foremost, it was shown that the addition of the metal ions before
the PNF growth is a key factor for the coordination of the growing
PNFs with the hydrolyzed metal ions and the water molecules, resulting
in different gelation behaviors related to the different nature of
the metal ions. Namely, none of the evaluated metal ions were capable
of forming hydrogels by themselves at the concentrations evaluated,
or on the addition of the same ions at the same concentration after
growth of the PNFs (Figure S4). It was
also demonstrated that the strength of PNF hydrogels was strongly
dependent on the concentration and pKa values of the metal ions present during the PNF growth. Monovalent
Na+ and K+ ions (pKa ∼14) only showed mild effects on the viscosity of the PNF
solutions as compared to divalent Ni2+, Mg2+, and Co2+ ions (pKa 5–11)
that made the PNF solutions to develop into strong hydrogels. This
trend prevailed as long as the acidity of the metal ions did not result
in excessive precipitation of solid-phase metal hydroxide/oxides.
The behavior was observed over the pKa range from the most acidic Sn4+ ion (pKa −0.6) to the nonacidic K+ ion (pKa 14). The higher storage modulus associated
with metal ions with lower pKa values
indicated a stronger structural network of PNFs formed during the
gelation, which was supported by a slower release of Al3+ compared to that of Na+ and Co2+ (Figure ), and the formation
of more dense foams of Al3+-PNF after lyophilization (Figure ). The rate of
the fibril formation increased almost 10 times with the decreasing
pKa values compared to the reference sample
(Table ). The faster
growth of the PNFs was reflected in the morphology of the fibrils,
which developed into much smaller and curved versions (ca. 0.5 μm in length), from being long and straight fibrils (ca. 5 μm in length) when grown in absence of metal
ions. With consideration to the results showing increasing hydrogel
strength with lower pKa values and limited
structural foam properties (after lyophilization, see Figure ) for the most charged and
smallest metal ions (lowest pKa values),
it is suggested that the hydrogel properties were in fact related
mostly to the coordination of metal ions to the surface of the PNFs
rather than to the existence solely of entangled PNF networks.
Methods
Materials
Whey
protein isolate (WPI) (Lacprodan DI-9224)
was provided by Arla Food Ingredients. Hydrochloric acid (HCl) and
the chloride salts (i.e., NaCl,
KCl, CoCl2, NiCl2, AlCl3, FeCl3, SnCl4, and ZrCl4), with a purity above
99%, were all purchased from Sigma-Aldrich. The dialysis membranes
(cutoff of 6–8 kDa and 100 kDa) were purchased from Spectrum
Laboratories, Rancho Dominguez, CA.
Preparation of PNF Hydrogels
WPI was dissolved in 0.1
M HCl under constant magnetic stirring, with a concentration of 100
g/L. The solution was dialyzed against 0.01 M HCl (pH 2), using a
membrane with a molecular weight cutoff of 6–8 kDa, for 24
h at room temperature to remove residual salts. The dialyzed solution
was then diluted to 40 g/L and adjusted to pH 2 followed by incubation
at 90 °C for 24 h. For the preparation of the PNF in the presence
of the metal ions, the different chloride salts with selected concentrations
(i.e., 30, 60, or 120 mM) were
added before incubation at 90 °C for 24 h. The maximum salt concentration
was limited to 120 mM to avoid hydrogel phase separation due to the
precipitation of the salts.[63]
Rheology
The rotational test was performed at 25 °C
using a DHR-2 rheometer (TA Instruments, USA), fitted with 25 mm
diameter stainless steel parallel plates. After heating for the required
time, an aliquot of the sample was taken from the oven and placed
in an ice water bath for at least 10 min before the test. The sample
was then transferred to the rheometer base plate, and a preshear
step was performed at a shear rate of 200 s–1 for
120 s to erase the sample’s shear history. Samples were allowed
to reach equilibrium for 1 min before being subjected to an amplitude
sweep (0.01–100% strain at a frequency of 1 Hz) and a frequency
sweep (0.01–100 Hz). The strain value used in frequency sweep
was chosen from the linear region of the amplitude sweep.
Transmission
Electron Microscopy
A droplet (3 μL)
of a diluted WPI nanofibril suspension was placed on a Formvar/carbon-coated
copper grid (200 mesh Formvar-carbon, Ted Pella, USA) for ca. 5 min
before removing the droplet with a filter paper. The sample was
then allowed to dry under ambient conditions and examined with a Hitachi
HT-7700 high-resolution microscope operated at 100 kV.
Thioflavin
T Fluorescence
For the fluorescence measurements,
0.2 mL of the samples were well stirred before mixing with 2.4 mL
of a 50 μM thioflavin T (ThT) solution, which were carried out
with a Cary Eclipse Spectro fluorometer (Varian) using excitation
at 440 nm and recroding the emission spectra between 460 and 600
nm. The experiments were repeated for 2–4 times for each sample.
The time-dependent ThT fluorescence data, after subtraction of the
fluorescence intensity at t = 0, was fitted to the
Finke–Watzky eq :[78]where f(t) is the fluorescence intensity at time t in hours,
and α, β, and γ are arbitrary constants. These constants
can be used to calculate the lag time (tlag), i.e. the time to reach detectable amount of PNFs (eq ), maximum rate of increase (eq ), and the time for the fluorescence
intensity to increase
to half of its maximum (t1/2, eq ) accordingly.
Fourier
Transform Infrared Spectroscopy
The samples
were freeze-dried for 24 h, before the Fourier transform infrared
spectroscopy (FTIR) measurements were made using a PerkinElmer Spotlight
400 FTIR equipped with a Golden Gate (Specac Ltd.) single reflection
ATR crystal. The spectra were recorded between 4000 and 750 cm–1 with 8 scans and a resolution of 4 cm–1.
Atomic Force Microscopy
PNF samples with or without
metal ions were diluted in 10 mM HCl (1:1000), applied onto freshly
cleaved mica surfaces and allowed to dry in air. These samples were
then investigated by an atomic force microscope (Bruker Corp., USA)
in the Scanasyst-air mode, and tapping mode. The images were analyzed
using Nanoscope 1.5 software (Bruker).
Release of Metal Ions from
the PNF Hydrogels
Three
mL of PNF hydrogels were prepared as described previously in the presence
of Na+, Co2+, and Al3+metal ions
at a concentration of 90 mM. The 90 mM concentration was selected
as this concentration showed to be suitable for the formation of
a stable hydrogel. After incubation for 24 h, the hydrogels were
placed in a beaker containing 300 mL of Milli-Q water under continuous
magnetic stirring to evaluate the release of ions from the PNF hydrogel.
Two mL aliquots were taken from the solution containing the PNF hydrogel
after 0, 5, 10, 30, 60, and 90 min, post the initial hydrogel immersion.
The aliquots were centrifuged at 12,000 × g for
30 min to remove possible hydrogel fragments suspended in the solution.
One mL of the supernatant was diluted to 10 mL with 0.01 M HCl solution
using a volumetric flask for the inductively coupled plasma measurements.
Inductively coupled plasma-optional emission spectrometry (ICP-OES,
Thermo Fisher iCAP 7400, USA) was used to measure the concentration
of the metal ions in the solution.
Scanning Electron Microscopy
The PNF hydrogels formed
with the presence of different metal ions were frozen in liquid nitrogen
for 10 min before lyophilization for at least 48 h. The obtained PNF
foam was fixed on an aluminum sample holder and then coated with platinum/palladium
for 30 s before examination using a S-4800 field-emission scanning
electron microscope (Hitachi, Japan).
Authors: Christoph Hennig; Stephan Weiss; Werner Kraus; Jerome Kretzschmar; Andreas C Scheinost Journal: Inorg Chem Date: 2017-02-15 Impact factor: 5.165
Authors: Tina Arndt; Kristaps Jaudzems; Olga Shilkova; Juanita Francis; Mathias Johansson; Peter R Laity; Cagla Sahin; Urmimala Chatterjee; Nina Kronqvist; Edgar Barajas-Ledesma; Rakesh Kumar; Gefei Chen; Roger Strömberg; Axel Abelein; Maud Langton; Michael Landreh; Andreas Barth; Chris Holland; Jan Johansson; Anna Rising Journal: Nat Commun Date: 2022-08-15 Impact factor: 17.694