In our work toward developing ester-containing self-assembling peptides as soft biomaterials, we have found that a fluorenylmethoxycarbonyl (Fmoc)-conjugated alanine-lactic acid (Ala-Lac) sequence self-assembles into nanostructures that gel in water. This process occurs despite Fmoc-Ala-Lac's inability to interact with other Fmoc-Ala-Lac molecules via β-sheet-like amide-amide hydrogen bonding, a condition previously thought to be crucial to the self-assembly of Fmoc-conjugated peptides. Experimental comparisons of Fmoc-Ala-Lac to its self-assembling peptide sequence analogue Fmoc-Ala-Ala using a variety of microscopic, spectroscopic, and bulk characterization techniques demonstrate distinct features of the two systems and show that while angstrom-scale self-assembled structures are similar, their nanometer-scale size and morphological properties diverge and give rise to different bulk mechanical properties. Molecular dynamics simulations were performed to gain more insight into the differences between the two systems. An analysis of the hydrogen-bonding and solvent-surface interface properties of the simulated fibrils revealed that Fmoc-Ala-Lac fibrils are stronger and less hydrophilic than Fmoc-Ala-Ala fibrils. We propose that this difference in fibril amphiphilicity gives rise to differences in the higher-order assembly of fibrils into nanostructures seen in TEM. Importantly, we confirm experimentally that β-sheet-type hydrogen bonding is not crucial to the self-assembly of short, conjugated peptides, and we demonstrate computationally that the amide bond in such systems may act mainly to mediate the solvation of the self-assembled single fibrils and therefore regulate a more extensive higher-order aggregation of fibrils. This work provides a basic understanding for future research in designing highly degradable self-assembling materials with peptide-like bioactivity for biomedical applications.
In our work toward developing ester-containing self-assembling peptides as soft biomaterials, we have found that a fluorenylmethoxycarbonyl (Fmoc)-conjugated alanine-lactic acid (Ala-Lac) sequence self-assembles into nanostructures that gel in water. This process occurs despite Fmoc-Ala-Lac's inability to interact with other Fmoc-Ala-Lac molecules via β-sheet-like amide-amidehydrogen bonding, a condition previously thought to be crucial to the self-assembly of Fmoc-conjugated peptides. Experimental comparisons of Fmoc-Ala-Lac to its self-assembling peptide sequence analogue Fmoc-Ala-Ala using a variety of microscopic, spectroscopic, and bulk characterization techniques demonstrate distinct features of the two systems and show that while angstrom-scale self-assembled structures are similar, their nanometer-scale size and morphological properties diverge and give rise to different bulk mechanical properties. Molecular dynamics simulations were performed to gain more insight into the differences between the two systems. An analysis of the hydrogen-bonding and solvent-surface interface properties of the simulated fibrils revealed that Fmoc-Ala-Lac fibrils are stronger and less hydrophilic than Fmoc-Ala-Ala fibrils. We propose that this difference in fibril amphiphilicity gives rise to differences in the higher-order assembly of fibrils into nanostructures seen in TEM. Importantly, we confirm experimentally that β-sheet-type hydrogen bonding is not crucial to the self-assembly of short, conjugated peptides, and we demonstrate computationally that the amide bond in such systems may act mainly to mediate the solvation of the self-assembled single fibrils and therefore regulate a more extensive higher-order aggregation of fibrils. This work provides a basic understanding for future research in designing highly degradable self-assembling materials with peptide-like bioactivity for biomedical applications.
Peptide-based low-molecular-weight
gelators (LMWG) hold great promise
for use as biomaterials for tissue engineering. These short peptides,
typically conjugated to an N-terminal hydrophobic protecting group,
can be triggered to self-assemble into gel-forming nanofibrillar structures
via a pH change, solvent switch, and/or heating and subsequent cooling.[1] Because of this ability to trigger their self-assembly,
peptide-conjugate LMWGs may be ideal for placement by injection; many
polymer gel systems previously proposed for use as biomaterials require
photoinitiators for cross-linking by UV light, which is highly scattered
by biological tissues. Peptides also have inherent sequence-specific
biological activity, which may be easily leveraged to enhance therapeutic
cell signaling or promote cell–biomaterial adhesion. Finally,
with recent examples of these peptide-based LMWGs using naturally
occurring hydrophobic N-protecting groups (such as DNA bases[2]) or groups with known biocompatibility (such
as ibuprofen[3] and naproxen[4]) these materials are likely to be highly biocompatible
and possibly even actively antibacterial and anti-inflammatory.While peptide-based gels possess many properties favorable for
use as biomaterials, they are not readily degradable by nonenzymatic
means at physiological pH and temperature. For this reason, our group
has been developing synthetic protocols for ester-containing depsipeptides
that have side-chain functionality analogous to that of peptides.
As esters have a half-life over 1000 times shorter than that of amide
bonds,[5] depsipeptides are prone to hydrolysis
over a time scale relevant to wound healing and tissue remodeling
processes. We have developed didepsipeptide units (containing a single
N-protected amino acid conjugated to an α-hydroxy acid via an
ester linkage) that can be coupled to other amino acids or depsipeptide
units using standard solid-phase peptide synthesis chemistries.[6]The general structure of a depsipeptide
unit is almost identical
to that of a fluorenylmethyloxycarbonyl (Fmoc)-protected dipeptide.
Several Fmoc-dipeptides have been reported to self-assemble into nanofibrillar
structures to form hydrogels, and it has been hypothesized that β-sheet-like
hydrogen bonding between amide bonds on adjacent molecules helps to
drive self-assembly and stabilize the supramolecular nanostructures.[1,7] We recently developed computational simulation techniques to model
the self-assembly of Fmoc-Ala-Ala (i.e., Fmoc-AA), a simple Fmoc-dipeptide
with uniform side-chain functionality, and we found that amide–amidehydrogen bonding comprises less than 10% of the total number of hydrogen
bonds between Fmoc-Ala-Ala molecules in a supramolecular assembly.[8] Given these results, we hypothesized that Fmoc-depsipeptides
may be able to self-assemble into gel-forming nanostructures under
conditions similar to those for an analogous Fmoc-dipeptide.A depsipeptide analogue of an Fmoc-dipeptide contains an ester
bond in place of an amide bond. Because esterslack a hydrogen bond
donor, they are unable to interact with adjacent ester bonds via hydrogen
bonding. Therefore, a depsipeptide analogue serves as an ideal model
for testing whether β-sheet-like amide–amidehydrogen
bonding is truly a requirement for the self-assembly and gelation
of N-terminal hydrophobic protected peptides. In this article we show
that Fmoc-Ala-Lac (i.e., Fmoc-ALac), the depsipeptide analogue of
the known LMWG Fmoc-Ala-Ala, indeed undergoes self-assembly and gelation
despite its inability to form specific β-sheet-like hydrogen
bonds. Morphological characterization of the gels shows striking similarities,
whereas spectroscopic and mechanical analyses reveal distinct differences
in the two systems that are attributable only to differences in the
extent of hydrogen bonding. We also performed computational simulations
of the self-assembly process of these molecules to compare the features
of Fmoc-Ala-LacFmoc-Ala-Ala that are not readily measurable by experimental
means, including the number and nature of hydrogen bonds formed, the
intrafibril stability, and the fibril–fibril aggregation potential.
When combined, the results of the experimental and computational work
herein provide critical information needed for the successful design
of new degradable, injectable, and biologically active biomaterials
based on modified peptides.
Experimental Section
Fmoc-l-Ala-l-Ala-OH
The N-protected
dipeptide was purchased from Bachem, Inc. (Torrance, CA) and used
without further purification.
Fmoc-l-Ala-l-Lac–OH Synthesis
Fmoc-l-Ala-L-Lac–OH
was synthesized using the general
strategy for depsipeptide unit synthesis introduced by Nguyen et al.[6] Synthesis and purification details as well as
identification and purity analysis though NMR and HPLC-MS can be found
in the Supporting Information.
Gel Preparation
All gels characterized in this study
were prepared using a pH switch method. To a solution of either Fmoc-AA
or Fmoc-ALac, 1 equiv of 0.5 M NaOH was added in order to deprotonate
and dissolve the molecules. This mixture was vortex mixed and sonicated
just until clear and then immediately added to a small volume of 1
equiv of 0.1 M HCl in a separate vial to reduce the gel inhomogeneity.
Gelator solutions at high pH were always prepared fresh and gelled
immediately to prevent Fmoc removal. Although related work would indicate
that ester-containing Fmoc-ALac gels are relatively stable to hydrolysis
over the time course of analysis experiments,[9] to minimize these effects only freshly prepared gels were analyzed.
For 5 mg/mL gels, the final pH of Fmoc-AA gels was between 3.1 and
3.5, and the final pH of Fmoc-ALac gels was between 3.2 and 3.4.
Transmission Electron Microscopy (TEM)
TEM samples
were prepared using 5 mg/mL gels. Approximately 10 μL of gel
was placed on the shiny side of a non-glow-discharged 300-mesh carbon-coated
copper grid (Electron Microscopy Sciences, Hatfield, PA) and allowed
to adsorb for 2 min. Excess gel and water were wicked away using filter
paper, and the grid was placed shiny side down on top of a 10 μL
drop of DI water for 30 s to wash away any salts. After wicking the
washing water with filter paper, grids were placed shiny side down
on top of a 10 μL drop of 4% uranyl acetate in water for 1 min.
Finally, the uranyl acetate solution was wicked away using filter
paper, and the grids were allowed to dry completely before imaging.
Samples were imaged on the nanometer scale using a FEI Tecnai instrument
with an acceleration voltage of 80 kV, and the AMT Advantage HR 1kX1k
digital camera associated with the instrument was used to produce
digital micrographs.
Wide-Angle X-ray Scattering (WAXS)
All gel samples
were prepared at 5 mg/mL as described above, allowed to dry slowly
on single-crystal quartz slides over 48 h in a humid environment,
and then dried completely in vacuo. Dried gel films were subjected
to X-rays operating at a wavelength of 1.54059 Å (Cu Kα1)
on a Scintag X1 θ–θ powder diffractometer. Diffraction
patterns were analyzed using Jade v9.1.1 (Materials Data, Inc.) software.
Gel samples for FTIR were prepared at 5 mg/mL and were prepared
by tightly sandwiching gels between two calcium fluoride (CaF2) windows, which were then seated within a flow cell. Solution-phase
samples were prepared at 20 mg/mL in ethanol to ensure adequate signal
and were loaded into a sample cell composed of two CaF2 windows separated with 50-μm-thick PET spacers. All samples
were measured using a transmission configuration. A Bruker Vertex
70 FTIR instrument equipped with a liquid-nitrogen-cooled MCT detector
collected and averaged 250 scans (4000 to 400 cm–1) of each sample spectrum at a 2 cm–1 resolution.
The ethanol background spectrum was subtracted from all solution-phase
sample spectra, and an empty flow cell background spectrum was subtracted
from all gel-phase sample data.
Circular Dichroism (CD)
Spectroscopy
A Jasco J-815
instrument was used to collect CD spectra. Gels (5 mg/mL) were placed
in a cylindrical demountable quartz cuvette with a path length of
0.1 mm for analysis. Background scans consisted of water containing
the same concentrations of NaOH and HCl used to induce the gelation
of Fmoc-AA and Fmoc-ALac, and all scans were performed at a scan speed
of 200 nm/min with a data pitch of 0.5 nm and a response time of 1
s. For each scan, three spectra were taken with background subtraction
and then averaged to give the final spectrum. Linear dichroism artifacts
were characterized by rotating the cuvette 90, 180, and 270°
from the original orientation but were found to be small for both
Fmoc-AA and Fmoc-ALac gels.
Rheological Characterization
The
storage and loss moduli
of Fmoc-AA and Fmoc-ALac gels were determined using an Anton-Paar
Physica MCR-101 rheometer with a parallel-plate geometry (top plate
diameter of 8 mm). Gels (5 mg/mL) for rheological analysis (n = 4 for each system) were formed within polystyrene cloning
cylinders (∼8 mm inner diameter) adhered to a polystyrene Petri
dish with silicone grease. Each gel had a volume of 200 μL.
For all tests, the operating height of the top plate was 2.5 mm to
ensure good contact with the gel’s top surface, which was often
concave due to the meniscus formed within the cloning cylinder during
gelation. Because the gel diameter matched that of the top plate,
gels were not trimmed prior to analysis. The strain amplitude used
in the tests was 1%, and the angular frequency was varied from 0.2
to 5 rad/s over eight points. For each gel, the storage and loss moduli
were calculated as the average of the eight points.
Molecular Dynamics
(MD) Simulations
MD simulations
were performed on Fmoc-AA and Fmoc-ALac fibrils. The simulated fibril
structures were based on previous results derived for the Fmoc-AA
fibril (100 molecules that had already undergone a 160 ns simulation
and here proven to be stable).[8] MD simulations
were performed using GROMACS (version 4.5.4). The atomic force field
parameters were transformed from OPLS-AA,[10] OPLS-AA/L,[11] MM3,[12] and our previous work.[8] Molecular
dynamics simulations were performed on the Texas Advanced Computing
Center’s “Lonestar” supercomputer. All simulations
were applied periodic boxes with explicit TIP3P water molecules, and
all were subjected to steepest-descent energy minimizations with 5000
maximum steps to remove high-energy contacts. In order to keep the
system stable at 300 K and 1 bar, 100 ps NVT and 100 ps NPT equilibrations
were applied, respectively. The LINCS algorithm was applied to constrain
bonds.[13] Further details can be found in
our previous paper.[8] Modeling parameters
were derived from previous studies,[8,14] and final
simulated fibril structures in .pdb format are provided in the Supporting Information.
Melting-Temperature Simulations
For DNA and similar
materials stabilized largely by noncovalent intermolecular interactions,
the measurement of a melting temperature can be used to quantify the
material’s stability and predict sequence-dependent thermodynamic
behavior.[15−17] In this work, we simulated a similar melting procedure
and obtained the melting curves to understand the effect of replacing
the amide bond of Fmoc-AA with an ester bond. When the temperature
is gradually increased to some point (the so-called melting temperature
in this article), the noncovalent interactions between individual
molecules within a fibril structure will be disrupted; therefore,
the fibril structure breaks apart and the fraction of the molecular
surface area exposed to solvent will increase. By measuring the solvent
-accessible surface area (SASA) with increasing temperature from 670
to 870 K, we quantitatively estimated the effect of changing the terminal
residue (Ala to Lac) on noncovalent intermolecular interactions between
Fmoc-dipeptides within a self-assembled fibril structure. During the
simulations, for each selected temperature window at least one 50
ns MD simulation was performed and the last 30 ns SASA results were
averaged to plot. The standard deviation for each point has been indicated
as error bars in Figure 5A.
Figure 5
Computational
study of the interaction energy between Fmoc-dipeptides
and fibrils. Melting curves (A) show that Fmoc-Ala-Lac fibril assemblies
are slightly more stable than Fmoc-AA fibrils. (B) The potential of
mean force (PMF) calculated at varying fibril–fibril separation
distances shows that Fmoc-Ala-Lac fibrils require more force to pull
apart, or tend to aggregate more readily than Fmoc-Ala-Ala fibrils.
Potential
of Mean Force
In our previous study,[8] we observed that the surface of a fibril is composed
of both hydrophobic and hydrophilic regions, which may lead to higher-order
aggregation behavior.[18] Using collective
reaction coordinates between two fibril surfaces, we described the
assembly procedure via depicting the potential of mean force (PMF)
profile.[19] With the MD simulated fibril
structure (each of which had undergone an MD simulation for at least
100 ns), for each Fmoc-dipeptide system, we investigated the PMF for
fibril–fibril assembly. We harmonically restrained two fibrils
at increasing center-of mass (COM) distances (so-called sampling windows);
therefore, a series of configurations along a single degree of freedom
were achieved. With the weighted histogram analysis method (WHAM),[20] the interfibril PMF was constructed along the
dissociation coordinates.
Results and Discussion
Experimental
Analysis
One of the goals of this study
was to understand better the role of amide–amidehydrogen bonding
in the self-assembly of short, conjugated peptides. To eliminate the
ability of Fmoc-AA to hydrogen bond via protein-like amide–amidehydrogen bonding interactions, we synthesized Fmoc-Ala-Lac (Fmoc-ALac),
an ester-containing analogue of Fmoc-AA in which the terminal alanine
residue is replaced by lactic acid. As lactic acid is the α-hydroxy
acid side-chain analogue of alanine, the use of lactic acid in place
of alanine results in a change in the molecule at only one site—replacing
the −NH group in the backbone with an oxygen atom, as illustrated
in Figure 1A. Because the resulting ester group
contains no hydrogen atoms, it acts only as a hydrogen bond acceptor
rather than a donor and acceptor. Ester groups are therefore unable
to form hydrogen bonds with other ester groups on adjacent molecules.
This short conjugated depsipeptide thus serves as an ideal system
for assessing the importance of hydrogen bonding in the self-assembly
of short aromatic N-protected peptides.
Figure 1
Both Fmoc-Ala-Ala
(A, top) and Fmoc-Ala-Lac (A, bottom) self-assemble
upon a pH change to form hydrogels (B, left) composed of fibrillar
structures seen in TEM micrographs (B, right). Scale bar = 100 nm.
X-ray diffraction patterns obtained from dried gel films (C) show
similar peak positions and intensities, indicating that characteristic
dimensions (such as fibril diameter) are similar between the two systems.
The green arrows point out a unique, non-higher-order reflection in
each diffraction pattern that may correspond to different Fmoc–Fmoc
or strand–strand spacing in each system.
Despite the inability
of neighboring ester bonds to interact via hydrogen bonding, Fmoc-ALac
(Figure 1B, bottom) self-assembles to form
a self-supporting gel (as evidenced by the inverted vial test) under
exactly the same conditions as for Fmoc-AA (Figure 1B, top). Furthermore, upon inspection of the gels on the nanoscale
by transmission electron micrsocopy (TEM), we find that both Fmoc-AA
and Fmoc-ALac gels consist of flat, ribbonlike structures. Fmoc-ALac
nanostructures are wider and seemingly more aggregated than Fmoc-AA
ribbons. From a purely morphological standpoint on both the macroscale
and nanoscale, amide–amidehydrogen bonding (and specifically
β-sheet-like hydrogen bonding) appears not to be absolutely
crucial to the self-assembly of short peptides into nanofibrillar
structures that entrap water to form gels, but the larger structure
size and therefore reduced gel clarity in Fmoc-ALac systems are clearly
a result of the chemical change.Wide angle X-ray scattering
(WAXS) experiments also reveal important
similarities between the two systems. Dried films of Fmoc-AA and Fmoc-ALac
were analyzed and found to have strikingly similar diffraction patterns
in terms of the reflection d spacing and relative
peak intensities (Figure 1C). The majority
of the peaks in each pattern are higher-order reflections (presumably
attributable to regular fibril stacking during drying) of the leftmost
peak, which for Fmoc-AA corresponds to a d spacing
of 26.6 Å and for Fmoc-ALac, 26.0 Å. This dimension is thought
to be the characteristic unit cell distance, which in this case would
be the diameter of the supramolecular fibril structure that, when
aggregated, gives rise to the ribbon structures seen in TEM.[7,21] The absence of amide–amidehydrogen bonding, whether β-sheet-like
or not, therefore seems to have little impact on the characteristic
dimensions of the smallest fibrils that form as a result of self-assembly.Both Fmoc-Ala-Ala
(A, top) and Fmoc-Ala-Lac (A, bottom) self-assemble
upon a pH change to form hydrogels (B, left) composed of fibrillar
structures seen in TEM micrographs (B, right). Scale bar = 100 nm.
X-ray diffraction patterns obtained from dried gel films (C) show
similar peak positions and intensities, indicating that characteristic
dimensions (such as fibril diameter) are similar between the two systems.
The green arrows point out a unique, non-higher-order reflection in
each diffraction pattern that may correspond to different Fmoc–Fmoc
or strand–strand spacing in each system.Another crucial similarity is apparent. The diffraction patterns
for both Fmoc-AA and Fmoc-ALac contain a unique (i.e., not a higher
order) reflection corresponding to a d spacing of
4.3–4.4 Å as indicated by the green arrows. Similar dimensions
have been previously attributed to the distance between adjacent peptide
chains within antiparallel β sheets.[7,21] Through
a previous computational analysis of Fmoc-AA self-assembly we discovered
that this dimension could also correspond to the predominant interaction
distance between Fmoc groups toward the center of the fibril.[8] The direct experimental evidence presented here
supports our computational findings, since Fmoc-ALac molecules’
ester residues preclude them from associating in a conventional β-sheet
manner. It is still possible that this dimension corresponds to the
spacing between the backbones of adjacent molecules, but our system
allows us to rule out this dimension seen in WAXS as specific to and
characteristic of β sheets in these supramolecular structures.
It should be noted that Adams and colleagues have reported that the
drying of gel films may cause supramolecular rearrangements unrepresentative
of the gel-phase structure.[22] However,
for the sake of comparison to previous studies in which dried gel
films were subjected to powder X-ray diffraction to measure supramolecular
structural dimensions, we opted to use this simple method.The
spectroscopic analysis of solutions and self-assembled gels
of Fmoc-AA and Fmoc-ALac reveals distinct differences between the
two systems attributable only to their backbone bond chemistry. For
reference, the structures of Fmoc-AA and Fmoc-ALac molecules are reproduced
in Figure 2A, with bond chemistry and carbonyl
bonds highlighted to aid in the interpretation of FTIR spectra in
Figure 2B. FTIR spectra of the molecules in
solution (20 mg/mL in ethanol, Figure 2B, top)
show a vibration present in both systems at 1707– 1709 cm–1 and similar shoulder peaks at ∼1728 cm–1. A spectrum of Fmoc-Ala-OH in ethanol was also included
to aid in peak assignment, and in this spectrum we see the same peak
at 1706 cm–1 and a shoulder between 1720 and 1733
cm–1. Other readily apparent spectral features are
an intense peak in the Fmoc-AA spectrum at 1670 cm–1 and a broad shoulder peak unique to Fmoc-ALac at ∼1750 cm–1.
Figure 2
Fmoc-Ala-Ala
and Fmoc-Ala-Lac are spectrally distinct in both their
gelled and nongelled forms. Carbonyl bonds are highlighted in the
chemical structures of Fmoc-Ala-Ala (A, top) and Fmoc-Ala-Lac (A,
bottom), and the resonance stretching frequencies of these particular
bonds are highlighted in the same color in the IR spectra of solutions
in ethanol (B, top) and gels in water (B, bottom). The spectral overlap
can be correlated with carbonyl features, with the carbamate linker’s
carbonyl stretching (purple) and the terminal carboxylic acid carbonyl
(gray) common to Fmoc-Ala-Ala, Fmoc-Ala-Lac, and Fmoc-Ala (structure
not shown). CD spectra (C) show a marked increase in dichroism in
the gelled state (solid lines) relative to that in the solution state
(high pH, dashed lines) in both Fmoc-Ala-Ala and Fmoc-Ala-Lac, indicating
induced chirality as a result of self-assembly. Large peaks above
280 nm indicate the interaction of aromatic Fmoc groups within a chiral
assembly.
Similar feature overlap is also observed in
the gel phase (5 mg/mL
in D2O, Figure 2B, bottom), where
the shared vibration occurs at 1687 cm–1. Fmoc-AA’s
unique vibration occurs at 1646 cm–1, and Fmoc-ALac’s,
at 1740 cm–1. Though the peaks are likely shifted
by solvent interactions, all of these vibrations fall within the carbonyl
stretching absorption band (1870–1540 cm–1).[23] A reference spectrum of Fmoc-Ala-OH
is not included in Figure 2B, as this molecule
precipitates and does not gel under the same conditions as for Fmoc-AA
and Fmoc-ALac. A non-normalized version of this plot is provided in
the Supporting Information (Figure S2).Fmoc-Ala-Ala
and Fmoc-Ala-Lac are spectrally distinct in both their
gelled and nongelled forms. Carbonyl bonds are highlighted in the
chemical structures of Fmoc-Ala-Ala (A, top) and Fmoc-Ala-Lac (A,
bottom), and the resonance stretching frequencies of these particular
bonds are highlighted in the same color in the IR spectra of solutions
in ethanol (B, top) and gels in water (B, bottom). The spectral overlap
can be correlated with carbonyl features, with the carbamate linker’s
carbonyl stretching (purple) and the terminal carboxylic acidcarbonyl
(gray) common to Fmoc-Ala-Ala, Fmoc-Ala-Lac, and Fmoc-Ala (structure
not shown). CD spectra (C) show a marked increase in dichroism in
the gelled state (solid lines) relative to that in the solution state
(high pH, dashed lines) in both Fmoc-Ala-Ala and Fmoc-Ala-Lac, indicating
induced chirality as a result of self-assembly. Large peaks above
280 nm indicate the interaction of aromatic Fmoc groups within a chiral
assembly.It is well known that the amide
I (C=O) absorption band
is centered around 1650 cm–1; therefore, we attribute
Fmoc-AA’s unique vibration at 1646 cm–1 in
D2O and 1670 cm–1 in ethanol (shaded
in light blue in Figure 2A,B) to its amidecarbonyl stretch. Furthermore, Fmoc-ALac’s unique absorption
at 1740 cm–1 in D2O and shoulder at ∼1750
cm–1 in ethanol (shaded in light red) fall within
the range for the carbonyl stretch of saturated aliphatic esters (1750–1735
cm–1);[23] therefore, we
attribute this absorption to the ester bond between alanine and lactic
acid. We attribute the gray-shaded shoulder peak absorptions (shared
between Fmoc-AA, Fmoc-ALac, and Fmoc-Ala-OH in the solution phase
and Fmoc-AA and Fmoc-ALac in the gel phase) to the carboxylic acidcarbonyl stretch, as this peak is misaligned only in the aqueous gel
phase, indicating the effect of pH and a potentially different protonation
state. The stronger shared absorption (shaded in light purple) therefore
must represent the carbamatecarbonyl stretching absorption. The shared
peak also corresponds to a frequency range consistent with previous
demonstrations of the carbamatecarbonyl stretching absorption.[24−26]Importantly, these data serve as unambiguous evidence to rule
out
the higher-frequency (1687 cm–1 in D2O) carbonyl absorption as an indicator of the presence of antiparallel
β-sheets in supramolecular assemblies of Fmoc-dipeptides. In
FTIR spectra of solutions of proteins with high antiparallel β-sheet
content, two peaks between 1625–1640 and 1675–1695 cm–1 are typically observed in the amide I range,[27] and many papers from another group studying
Fmoc-peptide self-assembly have put forth similar-looking spectra
in argument for the presence of specific β-sheet-like interactions
within self-assembled structures.[7,21,28,29] As this peak near 1690
cm–1 is present in β-sheet-incapable Fmoc-ALac
systems and overlaps the Fmoc-AA spectrum exactly in both sol and
gel phases, one must conclude that this absorption is not due to specific
β-sheet-like modulation of the amide I carbonyl stretching frequency
and should therefore no longer be assumed to indicate the presence
of antiparallel β-sheet structures in Fmoc-dipeptide systems.Fleming et al. independently discovered that this higher-frequency
peak arises from the carbamatecarbonyl stretch by showing that the
peak disappears from the IR spectrum when Fmoc is replaced with fluorenylmethylcarbonyl
(Fmc), which is coupled to the peptide via an amide bond rather than
a carbamate group.[30] Both of these examples
of small structural changes leading to greatly altered IR spectra
illustrate that attempts to elucidate supramolecular structural features
of short peptide conjugate systems using canonical protein spectroscopic
data for comparison may be inappropriate.CD spectroscopy also
reveals important differences between the
two systems. As shown in Figure 2C, both Fmoc-AA
and Fmoc-ALac systems exhibit marked dichroism in the gelled state
(solid line) relative to the solution state (high pH, dotted line),
confirming that both molecules self-assemble into nanostructures with
supramolecular chirality. The most apparent difference between the
two spectra is the feature above 280 nm. Similar fine structure is
apparent in both spectra, but Fmoc-AA exhibits far less dichroism
than Fmoc-ALac. Transitions in this range are often seen in aromatic
amino acids placed in chiral environments,[31] and Xu and co-workers previously assigned a peak at 304 nm as the
π–π* transition induced by interactions of fluorenyl
groups within a supramolecular assembly of both d and l forms of Fmoc-AA.[32] We hesitate
to make a specific structural conclusions from lower-wavelength spectral
features, as we have argued in previous work that such assignments
are often inappropriately based on data obtained from protein solutions.[8]Viscoelastic analysis by oscillatory rheometry
(frequency sweep,
Figure 3A) shows a significant difference between
the strength of Fmoc-AA and Fmoc-ALac hydrogels directly attributable
to differences in the backbone chemistry of the two molecules and
the resulting effect on self-assembly. Figure 3B shows the average storage and loss moduli of small Fmoc-AA and
Fmoc-ALac hydrogels at a concentration of 5 mg/mL. The storage modulus
(G′) of Fmoc-AA is roughly twice that of Fmoc-ALac.
Owing to the presence of hydrogen bond-capable amide groups, Fmoc-AA
assemblies are potentially held together by many more intermolecular
interactions than ester-containing Fmoc-ALac structures. However,
it is unclear how this difference translates into differences in bulk
mechanical properties. It may be that these self-assembled systems
are similar to fibrin gel systems in which gel strength is governed
both by fiber size and network branchpoint density, two characteristics
that are interconnected.[33] Within the context
of these findings, it seems that while Fmoc-AA assemblies form thinner
fibers/ribbons, these structures are more extensively entangled (as
shown in TEM), leading to stronger bulk gels. Under the same conditions,
Fmoc-ALac assemblies tend to form larger aggregates that are necessarily
less branched and therefore contribute less to the overall gel strength.
Figure 3
Fmoc-Ala-Ala
gels are stiffer than Fmoc-Ala-Lac gels, as evidenced
by frequency sweeps (A) in parallel plate rheometry. When averaged,
both the storage and loss moduli of Fmoc-Ala-Ala gels are greater
than those of Fmoc-Ala-Lac gels but within the same order of magnitude
(B).
Fmoc-Ala-Ala
gels are stiffer than Fmoc-Ala-Lac gels, as evidenced
by frequency sweeps (A) in parallel plate rheometry. When averaged,
both the storage and loss moduli of Fmoc-Ala-Ala gels are greater
than those of Fmoc-Ala-Lac gels but within the same order of magnitude
(B).Several studies on Fmoc-FF systems
have found that final gel pH
relative to the apparent pKa is important
in governing nanoscale feature size and mechanical properties.[21,34] Generally speaking, Fmoc-FF forms gels just below its apparent pKa, and gels exhibit thicker fibers and enhanced
mechanical strength as the pH drops further below the apparent pKa (up to the point of precipitation). Fmoc-AA
has a higher apparent pKa (∼5.1)
than does Fmoc-ALac (∼4.3) (titration data in Figure S3), and all else equal, one would expect that at the
same final pH (∼3.1–3.5) Fmoc-AA would exhibit larger
structure sizes than Fmoc-ALac. As this is opposite to what we have
described, it appears that ester replacement has implications for
higher-order aggregation beyond pH relative to the apparent pKa. Indeed, Raeburn et al. studied the variability
in the reported mechanical properties of Fmoc-dipeptide gels and concluded
that the gel formation method and kinetics seem to influence the rheology
as much as the final gel pH relative to the apparent pKa of the system.[35] We have
observed that self-assembly leading to gelation proceeds more slowly
for Fmoc-ALac than for Fmoc-AA under the same gelation conditions,
as gelation occurs in mere seconds for Fmoc-AA and several minutes
for Fmoc-ALac. Therefore, it is possible that kinetics alone may determine
the difference in mechanical properties; however, to our knowledge
no strong correlation between the self-assembly kinetics and final
gel modulus has been established, likely because the gelation kinetics
often depend upon the gelation method. It is therefore very difficult
to predict and/or rationalize differences in mechanical properties
between related gelator systems.
Computational Simulations
and Analysis
In this work,
we characterized the conformational features of self-assembled Fmoc-ALac
and compared the results with our previous observations from molecular
dynamics simulations of the Fmoc-AA self-assembly.[8] Similar to what we previously observed in Fmoc-AA simulations,
Fmoc-ALac molecules form a stable fibril structure, as demonstrated
by the plateau of the fibril’s total number of hydrogen bonds
(includes H bonds with water) per molecule (Figure 4 A) and solvent-accessible surface area (SASA, Figure 4B) vs time. The number of H bonds (∼3.3/molecule)
and SASA (∼1.6 nm2/molecule) of the Fmoc-ALac fibril
converge to smaller values than the Fmoc-AA results (∼4 H bonds/molecule
and SASA ∼1.7 nm2/molecule); this result is consistent
with our hypothesis that substituting lactic acid for alanine to result
in an ester linkage would reduce the hydrogen bonding between neighboring
molecules within an assembly.
Figure 4
Computational results characterizing the
structural properties
of Fmoc-Ala-Ala compared to Fmoc-Ala-Lac. In both systems, the number
of hydrogen bonds per molecule (A) and the solvent-accessible surface
area (SASA) (B) converge, indicating fibril stability. The non-normalized
radial distribution function (RDF) plots of the last 50 ns of each
simulation for the distance between the terminal residue’s
hydroxyl hydrogen and fibril axis (approximating the radius) (C) and
the distance between fluorenyl rings (D) show feature size similarity
between Fmoc-Ala-Ala and Fmoc-Ala-Lac systems. For the Fmoc-Ala-Lac
fibril assembly, a Ramachandran plot for the alanine (E) during the
last 50 ns of simulation shows a large population at (ϕ, ψ)
= (−70°, 164°) (indicative of polyproline-II conformation)
and a minor population at (ϕ, ψ) = (−70°,
−39°). The Ramachandran plot for the terminal Lac residue
(F) in Fmoc-Ala-Lac during the last 50 ns of simulation shows a large
population at (ϕ, ψ) = (−70°, −39°)
(indicative of an α-helix-like conformation) and a minor population
at (ϕ, ψ) = (−70°, 148°).
Radial distribution function (RDF)
analysis of the fibril structures also indicates similar assembled
structures between Fmoc-AA and Fmoc-ALac systems. Figure 4C,D shows the RDF of the peptide terminus–fibril
center and the Fmoc–Fmoc centroid distance, respectively. The
peak in the former RDF corresponds to the fibril radius. The fibril
radius for Fmoc-ALac is virtually indistinguishable from that of Fmoc-AA
by RDF analysis, confirming our experimental WAXS results that suggest
a very similar fibril size between the two systems. Also, as suggested
previously in the discussion of experimental results, the reappeared
unique d spacing of 4.3–4.4 Å in WAXS
and predominant Fmoc–Fmoc and strand–strand distance
(Figure S4) of 4–5 Å from RDF
analysis of the computational results for Fmoc-ALac assemblies suggest
that this dimension is likely not indicative specifically of β-sheet
interactions. Rather, it appears that the strand–strand and
Fmoc–Fmoc association distances are quite similar between the
two systems and independent of the difference in propensity of hydrogen
bonding between adjacent molecules.Computational results characterizing the
structural properties
of Fmoc-Ala-Ala compared to Fmoc-Ala-Lac. In both systems, the number
of hydrogen bonds per molecule (A) and the solvent-accessible surface
area (SASA) (B) converge, indicating fibril stability. The non-normalized
radial distribution function (RDF) plots of the last 50 ns of each
simulation for the distance between the terminal residue’s
hydroxyl hydrogen and fibril axis (approximating the radius) (C) and
the distance between fluorenyl rings (D) show feature size similarity
between Fmoc-Ala-Ala and Fmoc-Ala-Lac systems. For the Fmoc-Ala-Lac
fibril assembly, a Ramachandran plot for the alanine (E) during the
last 50 ns of simulation shows a large population at (ϕ, ψ)
= (−70°, 164°) (indicative of polyproline-II conformation)
and a minor population at (ϕ, ψ) = (−70°,
−39°). The Ramachandran plot for the terminal Lac residue
(F) in Fmoc-Ala-Lac during the last 50 ns of simulation shows a large
population at (ϕ, ψ) = (−70°, −39°)
(indicative of an α-helix-like conformation) and a minor population
at (ϕ, ψ) = (−70°, 148°).Similar to the observations in our previous Fmoc-AA
study, the
distribution of backbone torsion (ϕ, ψ) angles (Figure 4E,F, respectively) for the alanine residue in Fmoc-ALac
suggests that polyproline II-like angles are predominant. Interestingly,
the Ramachandran plot for the terminal Lac residues indicates that
Lac predominantly adopts torsional angles within the α-helix
secondary structure region, which had not been observed in the earlier
Fmoc-AA study. Notably, in a previous study of depsipeptide conformational
properties in solution, we observed that Lac did show a high population
in the α-helix region when adjacent to glycine residues but
not next to lysines, suggesting that the Lac residue’s conformation
strongly depends on the chemistry of the adjacent residues.[14] In the current study, the situation is more
complicated; as the peptides aggregate, the environment (water and
other peptide molecules) would also have an impact. Also, note that
there are some Lac structures near the (−150, 0) region, which
is a result of unique intramolecular interactions arising from the
ester group.[14] The Ramachandran plots (Figure 4E,F) reflect average distributions of individual
residues’ torsion angles within the fibrils. Previous studies
on free alaninedipeptides[36] and depsipeptides[14] in solution show similar Ramachandran patterns
to those observed in this work, with dominant polyproline-II-like
populations that are not present in gas-phase simulations. Thus, we
reason that solvation by water is likely the main cause of the observed
conformational distribution, with some variation arising from the
packing of molecules within the supramolecular assembly.An
ensemble of noncovalent forces including aromatic stacking,
hydrogen bonding, and electrostatic and van der Waals interactions
drive the self-assembly of low-molecular-weight hydrogelators, including
short peptides. These diverse forces stabilize the supramolecular
structures resulting from Fmoc-dipeptide self-assembly and likely
drive further assembly into higher-order structures. To understand
the extent and nature of noncovalent interactions in the Fmoc-AA and
Fmoc-ALac systems, we performed melting temperature and potential
of mean force (PMF) studies, which are computational tools used to
examine the relative stability of self-assembled fibrils upon modification
of the peptide backbone chemistry.[37,38] To investigate
the strength of the intermolecular interaction between Fmoc-dipeptides
within fibril aggregation, we computed “melting” curves
for both Fmoc-AA and Fmoc-ALac, as shown in Figure 5A. We increased the temperature
from 400 to 850 K and performed a 50 ns MD simulation at each selected
temperature window for Fmoc-AA and Fmoc-ALac separately. Note that
the computational “temperature” has no experimental
counterpart, as simulations were performed under high pressures and
natural effects such as reaction and decomposition were not accounted
for. While not directly experimentally relevant, the use of this technique
provides us with a measure of the relative stability between the two
systems.The fibril’s SASA has been calculated as the
measurement
of melting. In the low-temperature regime (<400 K in Figure 5 A), Fmoc-AA shows a larger SASA than does Fmoc-ALac
that persists during heating from 500 to 750 K. At 800 K or above,
the assembly is completely “melted” (solvated in water),
and thus Fmoc-AA and Fmoc-ALac reached the same SASA. The inflection
points around 670–700 K for both Fmoc-AA and Fmoc-ALac suggest
a “melting temperature”; Fmoc-ALac’s melting
point at roughly 700 K is about 50 K higher than that of Fmoc-AA.
This observation suggests that the Fmoc-ALac fibril structure is slightly
more stable than that of the Fmoc-AA fibril. Furthermore, the lower
SASA values for Fmoc-ALac at most temperatures suggest a more “hydrophobic”
character of the fibril, i.e., individual Fmoc-ALac molecules prefer
coaggregation over solvation in water to a greater degree than do
Fmoc-AA molecules.We have noted in previous simulations the
apparently amphiphilic
nature of the surface of stable Fmoc-AA fibrils.[8] In this work, we also observed that the simulated Fmoc-ALac
fibril’s surface was similarly amphiphilic. Hydrophobicity
has been widely discussed as a multifaceted phenomenon observed in
self-assembled systems.[39] In our system
the hydrophobic units exposed on the observed fibril’s amphiphilic
surface likely reduce the volume of available configuration space
for hydrogen bonding with other fibrils or water but increase the
possibility of forming hydrophobic assemblies with other fibrils.
On the other hand, the hydrophilic components, mainly the hydroxyl
group on terminal alanine or lactic acid, affect the assembly between
fibrils by rearranging the adjacent water molecules’ orientations,
and such an amphiphilic assembly has already been widely discussed
in studies including micelle formation.[39,40]Computational
study of the interaction energy between Fmoc-dipeptides
and fibrils. Melting curves (A) show that Fmoc-Ala-Lac fibril assemblies
are slightly more stable than Fmoc-AA fibrils. (B) The potential of
mean force (PMF) calculated at varying fibril–fibril separation
distances shows that Fmoc-Ala-Lac fibrils require more force to pull
apart, or tend to aggregate more readily than Fmoc-Ala-Ala fibrils.In this work, to further determine
the potential effects of presenting
an amphiphilic surface, we first derived the interfibril association
energy from the potential of mean force (PMF) between two fibrils,
as shown in Figure 5B. In our simulations,
we harmonically restrained two fibrils (each of which had undergone
an MD simulation for 100 ns at least to reach a stable structure)
at increasing center-of mass (COM) distances (so-called “sampling
windows”) using an umbrella biasing potential, with the defined
reaction coordinate sampled by multiple windows. The interfibril interaction
energies were computed along the dissociation coordinates using WHAM
(see Potential of Mean Force). Interestingly,
the interaction energy minimum occurred at a COM distance of 3.25–3.5
nm, which is in good agreement with fibril diameters that we determined
by WAXS experiments and RDF calculations and which also indicates
an energetic preference for fibril–fibril surface contact,
i.e., aggregation. As predicted by the PMF calculations, with no covalent
bonds breaking or forming, the dissociation energies between two fibrils
differ: the Fmoc-AA two-fibril system has a less favorable dissociation
energy (or lower barrier to break the association) than the analogous
Fmoc-ALac system, indicating that Fmoc-ALac fibrils tend to aggregate
more easily. Taken with the melting-temperature calculations, this
observation indicates that both the intra- and interfibril interactions
in Fmoc-ALac are somewhat stronger than in Fmoc-AA assemblies.In order to examine the effect of Ala vs Lac within simulated fibril
systems more closely, we calculated the residue- and bond-specific
solvent accessible surface area as well as the number and specific
connectivity of H bonds formed between Fmoc-AA or Fmoc-ALac molecules
and water at the solvent interface of the fibril. As suggested in
the discussion of the melting temperature and PMF results, Fmoc-ALac
fibrils appear to form tighter aggregates than Fmoc-AA fibrils. The
SASA and H-bonding values calculated here support that observation
and are presented in Tables 1 and 2, respectively.
Table 1
Total and Partially
Decomposed SASA
of Fmoc-Dipeptidesa
Fmoc-AA
total
Fmoc
Ala-mid-C=O
Ala-term-COOH
Ala-mid-NH
Ala-term-NH
nm2
165.3
58.5
9.2
33.1
1.4
2.5
percentage
100.0
35.4
5.5
20.0
0.9
1.5
Ala-mid refers to the N-terminal
alanine, and Ala-term refers to the C-terminal alanine. Percentages
do not add up to 100% because the hydrophobic and hydrophilic groups
of interest listed here do not comprise the entire surface area of
the fibril.
Table 2
H Bonds between Residues on Fmoc-Dipeptides
and Water Moleculesa
Fmoc-AA
total
Fmoc
Ala-mid-C=O
Ala-term-COOH
Ala-mid-NH
Ala-term-NH
number
408.1
100.9
70.5
168.9
20.7
47.1
percentage
100.0
24.7
17.3
41.4
5.1
11.6
Hydrogen bonds were calculated as
interactions between water molecules and groups of interest, with
an donor–acceptor distance of ≤3.5 Å and an interaction
angle of ≤30°.
Ala-mid refers to the N-terminal
alanine, and Ala-term refers to the C-terminal alanine. Percentages
do not add up to 100% because the hydrophobic and hydrophilic groups
of interest listed here do not comprise the entire surface area of
the fibril.Hydrogen bonds were calculated as
interactions betweenwater molecules and groups of interest, with
an donor–acceptor distance of ≤3.5 Å and an interaction
angle of ≤30°.From these calculations, we observed that the substitution of the
amide group with an ester from Fmoc-AA to Fmoc-ALac (1) leads to a
decreased total SASA and therefore fewer H bonds with water molecules;
(2) reduces the middle alaninecarbonyl group’s H-bonding ability
with water while only slightly reducing the SASA; (3) slightly enhances
the hydrophobic Fmoc groups’ exposure on the surface; and (4)
reduces the exposure to water of the between-residue bond, which in
the case of Fmoc-AA is an amide bond capable of acting as an H-bond
donor. Therefore, the replacement of Ala with Lac leads to a decreased
overall fibril hydrophilicity by decreasing the SASA and H bonding
with the solvent (water). Remarkably, the average total number of
hydrogen bonds between the Fmoc-AA fibril and water is 23% higher
than for the Fmoc-ALac fibril. This result suggests that Fmoc-AA structures
are more hydrated than Fmoc-ALac fibrils. Combined with the melting
and PMF studies, these results corroborate well our TEM images that
suggest that under the same gelation conditions Fmoc-ALac gels contain
larger structures that result from an increased aggregation of fibrils
relative to Fmoc-AA fibrils. As discussed earlier, it is possible
that a consequence of this behavior on the macroscale is that Fmoc-ALac
forms larger fibrils at the expense of network branchpoint density,
resulting in its reduced bulk mechanical strength relative to that
of Fmoc-AA, as indicated in Figure 3.Taken together, these experimental and computational results provide
a new perspective of the role of the amide bond in the self-assembly
of short peptide-based gelator systems. Whereas previously it was
hypothesized that extensive amide–amidehydrogen bonding helped
stabilize self-assembled structures, our results suggest that the
amide bond plays less of a role in forming and stabilizing the single
fibril structure and a greater role in determining the nature of the
higher-order aggregation of intermediate fibrils. The idea that fibril
amphiphilicity impacts higher-order self-assembly is not a new concept;
in 2001, Aggeli et al. suggested that beyond initially assembled β-sheet-like
tapes of peptide monomers, such tapes’ amphiphilicity can further
drive their formation into higher-order structures, a process the
authors referred to as “hierarchical self-assembly”.[18] Indeed, many sophisticated functional materials
are created through a hierarchical self-assembly process mediated
by the balance between the hydrophobicity and hydrophilicity of intermediate
structures.[41−45] In nature, virus capsids are hierarchically assembled from protomers,
pentamers, or hexamers.[46] In the study
of amyloid fibril formation, with the ability to determine the atomic-resolution
structure, researchers proved that amyloids can assemble hierarchically
into higher-dimensional structures including protofilaments, filaments,
and mature fibrils.[44,47,48]Schematic
of the hierarchical assembly of Fmoc-AA and Fmoc-ALac.
Both systems self-assemble into similar intermediate single fibrils,
but differences in the amphiphilicity of fibrils cause Fmoc-ALac fibrils
to associate more strongly and extensively, giving rise to larger
nanoscale structures observed in TEM.Following the above discussion, we summarize our findings
as such
in Figure 6: Fmoc-dipeptides have amphiphilic
character, which enables them to self-assemble initially into a fibril
structure (diameter ∼3 nm). Owing to the amphiphilic nature
of the fibril surfaces exposed to water, fibrils further aggregate
into higher-order supramolecular aggregates (width ∼20–200
nm), such as fiberlike and ribbonlike structures observed in TEM.
The amide-to-ester modification we have made here seems to have little
effect in the first stage of the process but greater implications
in the second stage of the hierarchical assembly process, leading
to observable differences in nanostructure morphology and bulk properties.
Figure 6
Schematic
of the hierarchical assembly of Fmoc-AA and Fmoc-ALac.
Both systems self-assemble into similar intermediate single fibrils,
but differences in the amphiphilicity of fibrils cause Fmoc-ALac fibrils
to associate more strongly and extensively, giving rise to larger
nanoscale structures observed in TEM.
Conclusions
We have demonstrated here experimentally what
we hypothesized in
our previous study: that β-sheet-specific hydrogen bonding between
adjacent molecules within a supramolecular structure is likely not
as important as hydrophobic or aromatic–aromatic interactions
in driving and stabilizing self-assembly of Fmoc-dipeptides. However,
while the initial self-assembly may not be completely affected by
a chemical change resulting in different hydrogen bonding capabilities
(as in the Ala to Lac change), resulting intermediate fibrils may
have different surface–solvent interface properties that result
in different propensities of fibrils to associate and form higher-order
supramolecular aggregates.Through the combination of experimental
and computational molecular
dynamics simulations, it is clear that the inclusion of the ester
bond (and thereby a lack of extensive amide–amidehydrogen
bonding) in this simple Fmoc-dipeptide system still leads to gelation
under the same experimental conditions but also has implications for
the amphiphilic nature of the self-assembled fibril units, the nature
of their higher-order assembly, and ultimately the bulk mechanical
properties of the gel. These considerations must be taken into account
when designing more structurally complex and potentially bioactive
peptide-based gelator systems for use in tissue engineering and regenerative
medicine applications.
Authors: Mi Zhou; Andrew M Smith; Apurba K Das; Nigel W Hodson; Richard F Collins; Rein V Ulijn; Julie E Gough Journal: Biomaterials Date: 2009-02-07 Impact factor: 12.479
Authors: Vineetha Jayawarna; Stephen M Richardson; Andrew R Hirst; Nigel W Hodson; Alberto Saiani; Julie E Gough; Rein V Ulijn Journal: Acta Biomater Date: 2009-01-18 Impact factor: 8.947
Authors: Christopher D Jones; Henry T D Simmons; Kate E Horner; Kaiqiang Liu; Richard L Thompson; Jonathan W Steed Journal: Nat Chem Date: 2019-03-04 Impact factor: 24.427