Development of adaptive self-regulating materials and chemical-biological systems-self-healing, self-regulating, etc.-is an advanced modern trend. The very sensitive pH-controlled functionality of supramolecular assemblies is a very useful tool for chemical and biochemical implementations. However, the assembly process can be tuned by various factors that can be used for both better functionality control and further functionalization such as active species, e.g., drugs and dyes, and encapsulation. Here, the effect of a dye, sodium fluorescein (uranine) (FL), on the formation of a self-assembled melamine cyanurate (M-CA) structure is investigated and calculated with density functional theory (DFT) and molecular dynamics. Interestingly, the dye greatly affects the self-assembly process at early stages from the formation of dimers, trimers, and tetramer to nucleation control. The supramolecular structure disassembly and subsequent release of trapped dye occurred under both high- and low-pH conditions. This system can be used for time-prolonged bacterial staining and development of supramolecular capsules for the system chemistry approach.
Development of adaptive self-regulating materials and chemical-biological systems-self-healing, self-regulating, etc.-is an advanced modern trend. The very sensitive pH-controlled functionality of supramolecular assemblies is a very useful tool for chemical and biochemical implementations. However, the assembly process can be tuned by various factors that can be used for both better functionality control and further functionalization such as active species, e.g., drugs and dyes, and encapsulation. Here, the effect of a dye, sodium fluorescein (uranine) (FL), on the formation of a self-assembled melamine cyanurate (M-CA) structure is investigated and calculated with density functional theory (DFT) and molecular dynamics. Interestingly, the dye greatly affects the self-assembly process at early stages from the formation of dimers, trimers, and tetramer to nucleation control. The supramolecular structure disassembly and subsequent release of trapped dye occurred under both high- and low-pH conditions. This system can be used for time-prolonged bacterial staining and development of supramolecular capsules for the system chemistry approach.
Encapsulating systems
are used for drug delivery and tissue engineering
applications, wherein they serve as sensors, membranes, and attractive
self-healing and antifouling materials.[1] They also protect active chemicals, cells, and biomolecules from
interacting with an aggressive environment or regulate their activity
via internal or external stimuli.[2,3] The cooperativity
principle between living bacteria and materials is key priority.[4] The study presents the bacteria-controlled release
of an encapsulated dye (sodium fluorescein (uranine) (FL)) from supramolecular
melamine cyanurate (M–CA) structures.Self-assembly based
on nonlinear kinetics is a common feature of
living organisms easily depicted by morphogenesis. Controlling this
mechanism is one of the key challenges in developing synthetic metabolic
networks.[5] Supramolecular structures, e.g.,
M–CA, are interesting for stimuli-responsive trapping or encapsulation
of active species. Formation of M–CA has been observed to be
unfavored in too acidic or too basic media. It was recently shown
that the initial ratio of reagents influences crystallinity of M–CA
self-assembly; however, no evidence of the formation of any other
product than stoichiometric 1:1 adduct was shown.[6] Instead, it is more likely to occur in a medium with a
favorable pH range between pH 5.0 and 7.5[7] mainly due to both melamine and cyanuric acid existing in their
free forms in this range.[8] Therefore, moderate
changes in the pH will favor ionic forms of the organic molecules
that can influence both the diffusion coefficient and the rate of
aggregation (by frustrating the formation of hydrogen-bonded aggregates).Capsules based on supramolecular self-assembly can be functionalized
or modified to include chemical groups that provide ancillary functions[9] or simply sequester and concentrate other organic
compounds of interest via intermolecular interactions. A pH-sensitive
dye can be used to study the kinetics of these supramolecular capsules.
FL and its derivatives, in the dianion form, have a pKa of ca. 6.68[10] and a pH-dependent
analytical wavelength range from 437 to 490 nm[11,12] which makes it a good dye to study the effect of pH on the assembly
of M–CA capsules. In addition, successful demonstration of
the release of encapsulated fluorescent dye molecules in M–CA
capsules due to localized acidification induced by adhering bacteria[13] sets the premise for this encapsulation system
to be used for analytical studies and future applications in controlled
release of sequestered or encapsulated chemical compounds of interest
like biocides.M–CA is often reported as a flame retardant.[14,15] When used as a two-dimensional (2D) molecular sheet, the hexagonal
M–CA array is highly effective at providing protection from
oxidation for black phosphorus, an optoelectronic material, under
ambient conditions over a period of more than a month.[15,16] The rosette structure of melamine cyanurate has also been investigated
for its use as a molecular channel or extended columnar structure.[17] The use of M–CA as a capsule for sustained
and controlled release of the target substance is hardly documented.
However, calix[4]arene dimelamine derivative has been reacted with
diethylbarbiturate molecules to produce a molecular receptor for selective
encapsulation of different anthraquinone derivatives through self-assembly.[17] This study analyzed both pH and spectral characteristics
of the reaction-diffusion self-assembly and disassembly of melamine
cyanurate using UV–vis spectrophotometry. Afterward, the prospect
of a self-regulated system of bacteria culture and capsule disassembly
for bacteria staining was assessed.
Results and Discussion
Generally, an experimental setup containing M–CA and fluorescein
isothiocyanate (FITC) appears as heavily colored clusters in transparent
agarose media. Due to densely colored clusters, FL is suspected to
be incorporated as a building material in their formation (Figure a). A possible explanation
is that dye molecules are locked within the M–CA structure
and stabilized by a web of characteristic noncovalent bonds.[18] The reaction between M and CA took place in
a specially designed setup, which allows observation of diffusion-controlled
formation of melamine cyanurate. A typical experiment was conducted
with 1 mM melamine embedded in 1% w/v agarose gel with or without
FL at a concentration between 10–6 and 10–4 M inclusive (Figure S1). CA at a concentration
of 10 mM is then diffused through the hydrogel to form M–CA
capsules. In contrast to fluorescent agarose gel containing M, M–CA
capsules did not form upon addition of 10 mM CA to a fluorescent agarose
gel without M.
Figure 1
(a) Schematic illustrating the experiment of the reaction-diffusion
system of melamine (M) (1 mM in gel) and cyanuric acid (CA) (10 mM
in aqueous phase) assembly in the presence of sodium fluorescein (FL)
(10–4 M in gel) presented on the left and optical
photos of plastic cuvettes used for photometric study without (top)
and with the assembled structure (bottom) presented on the right.
Underneath are prototropic forms of fluorescein responsible for photophysical
properties observed in experiments, namely, (b) lactone, (c) monoanion,
and (d) dianion.
(a) Schematic illustrating the experiment of the reaction-diffusion
system of melamine (M) (1 mM in gel) and cyanuric acid (CA) (10 mM
in aqueous phase) assembly in the presence of sodium fluorescein (FL)
(10–4 M in gel) presented on the left and optical
photos of plastic cuvettes used for photometric study without (top)
and with the assembled structure (bottom) presented on the right.
Underneath are prototropic forms of fluorescein responsible for photophysical
properties observed in experiments, namely, (b) lactone, (c) monoanion,
and (d) dianion.As stated previously
FL and its derivatives have photophysical
properties such as absorption spectra that can vary as a result of
the change in pH (Figure b–d), hydrogen bonding strength, and polarity of the
environment.[19] This as well as chemical
properties that increase its binding affinity to functional biomolecules
makes it a good fluorophore to study the pH effect on organic supramolecular
structures like M–CA. The pKa values
of 4.3 and 6.7 represent lactone/monoanion and monoanion/dianion transitions,
respectively. These transitions were more likely to occur due to the
range of pH determined during assembly and disassembly of capsules
(Figure S2). Monoanion and dianion forms
have been determined to be the only absorbing species present at pH
5.5–6.4[11] with the strongest absorptivity
associated with the dianion at an analytical wavelength of 490 nm.[10] Lactone is formed from lactonization of the
cation form, and this lowers the absorbance of the cation that has
the strongest absorptivity at an analytical wavelength of 437 nm.[11] To confirm the ability of FL to beneficially
bind to M–CA, a series of modeling experiments were performed.
In addition, it was shown that M–CA self-assembly in the presence
of FL does not lose the ability to form its characteristic structure.
Density
Functional Theory (DFT) Analysis of Melamine Cyanurate
Capsule Containing Fluorescent Dye Molecules
The quantum
chemical computation method was utilized for modeling various adducts
of FL, melamine (M), and cyanuric acid (CA) (see Experimental Section for details). Full geometry optimization
and Gibbs free energy calculations were carried out for all possible
dimer, trimer, tetramer, and rosette-shaped forms of M and CA complexes
as well as for dimer, trimers, and individual M and CA associations
with FL. The Gibbs free energies of associations were calculated considering
that complexes were forming from the most probable predecessors and
all interactions are bimolecular. The self-assembly process of M–CA
(Figure ), on the
contrary, does not follow the trend of decreasing energy observed
in our previous work with melamine–barbituric acid complexes.[20] While the formation of a dimer (structure 4, Figure ) from M and CA is
an energetically profitable and probable process, the trimers (structures
7 and 8, Figure )
have higher energies than the dimer. Both tetramers (structures 10
and 11, Figure ) also
have higher energies than trimers (it should be noted that the two
possible forms of tetramers—arched and branched have roughly
the same energies). Furthermore, the FL binding is a very energy-efficient
process for all investigated complexes and individual cyanuric acid.
It appears that the formation of the CA–FL dimer (structure
6, Figure ) is more
profitable than the formation of the M–CA dimer, while FL binding
to the M (structure 5, Figure ) is less energetically profitable. The M–CA–FL
trimer (structure 9, Figure ) is more thermodynamically stable than M–CA–M,
CA–M–CA, and M–CA. FITC binds to trimers to form
a more stable complex compared to the tetramers formed without fluorescein
and individual trimers. It should be noted however that the M–CA–M–FL
complex (structure 13, Figure ) is preferred to the CA–M–CA–FL complex
(structure 12, Figure ).
Figure 2
Formation energy comparison of M–CA with FITC molecular
associations with respect to initial molecules. Gibbs free energies
for formation of M–CA with FITC molecular associations.
Formation energy comparison of M–CA with FITC molecular
associations with respect to initial molecules. Gibbs free energies
for formation of M–CA with FITC molecular associations.Moreover, for the M–CA–M–FL
complex (structure
13, Figure ), the
obtained optimized geometries feature protonation of the FL moiety
by H+ from CA. Therefore, it can be concluded that FL binding
is probably happening in the first stages of self-assembly—it
can either bind to individual cyanuric acid or to already existing
M–CA dimer in the solution (since the energy gap between these
two structures is considerably small), but the formation of the fluoresceinmonoanionic associates with larger M–CA complexes is energetically
profitable in any case.DFT analysis of a bigger associate than
an adduct of the M–CA
rosette bonded to FL is complicated by both the huge number of possible
conformations and the exponential growth of the calculation duration.
In this regard, it was decided to use the methods of molecular dynamics
(MD), where these restrictions are partially removed.
Molecular Dynamics
Twenty independent molecular dynamics
(MD) simulations were performed both in the presence and absence of
FL to study the influence of FL on the kinetics of M–CA crystal
nucleation in water solutions. Whereas DFT analysis gives information
on the geometry and energetic stability of small molecular complexes,
here, the analysis is expanded to include a larger scale and discuss
how FL integrates into nanoscale M–CA clusters. Each simulation
box contained 16 000 water molecules, 40 CA, and 40 M. Half
of the simulation boxes additionally contained one FL molecule. Initially,
all organic molecules were deposited at random positions and the unit
cell was kept at T = 500 K and constant volume for
10 ns to dissolve any possible molecular aggregates before the main
MD run. Afterward, NPT (isothermal–isobaric ensemble) simulations
at T = 300 K and P = 1 atm were
run for 300ns. Similar to the case of pure M-CA systems in water solutions,
in the early stages of nucleation we observed formation of needle-like
crystallites. FL molecules randomly integrated[19] into the crystallites in the plane of particular M-CA
layers (Figure ).
Due to its more sophisticated geometry, the FL molecule slightly perturbs
rosette-shaped patterns of the M–CA crystal lattice. Nevertheless,
FL tends to integrate into the M–CA crystallite in all of the
performed simulations. Apart from its ability to form hydrogen bonds
with M and CA, this structure is additionally stabilized by π–π
stacking between the large aromatic FL plane and overlaying/underlaying
M–CA layers.
Figure 3
(a) Mean first-passage time (MFPT) curve for M–CA
in water
solutions with (solid line) and without (dashed line) FITC; (b) dimer
existence autocorrelation functions for FITC–CA, FITC–M,
and M–CA dimers; (c) M–CA nuclei with two FL molecules
integrated into the crystal lattice (highlighted); (d–f) autocorrelation
functions for FL–CA, FL–M, and M–CA dimers, respectively.
(a) Mean first-passage time (MFPT) curve for M–CA
in water
solutions with (solid line) and without (dashed line) FITC; (b) dimer
existence autocorrelation functions for FITC–CA, FITC–M,
and M–CA dimers; (c) M–CA nuclei with two FL molecules
integrated into the crystal lattice (highlighted); (d–f) autocorrelation
functions for FL–CA, FL–M, and M–CA dimers, respectively.The mean first-passage time (MFPT) method[21−25] was applied to evaluate the nucleation rate directly
from MD simulations; Figure a shows the mean time required for the formation of a cluster
containing n molecules. Both curves demonstrate a
typical sigmoidal shape with a plateau after n ≈
25 (approximate size of the critical nuclei). However, in the presence
of FL, faster formation of critical nuclei is observed. Component
analysis shows that on average the FL molecule is integrated into
the cluster well before it reaches the critical size (red curve in Figure a). One can expect
that at sufficient concentrations, FL molecules can play the role
of initial seeds for nuclei formation. In agreement with DFT results
(Figure ), dimer existence
autocorrelation analysis indicates that in water solutions FL forms
more stable pair complexes with M and CA than M and CA form with each
other (Figure c).
Stability of FL–CA and FL–M dimers and the high mean
number of neighboring molecules can also explain the enhanced nucleation
rate observed for systems containing FL (Figure a).
UV–Vis Analysis of the Assembly and
Disassembly of M–CA
Capsules
Macroscale experimental observations of the self-assembly
processes were studied by means of UV–vis spectroscopy. The
intense fluorescence and pH sensitivity of sodium fluorescein make
it an outstanding candidate for the experimental nondestructive observation
of evolution of chemical reactions in reaction-diffusion systems.
The changes in UV–vis spectra were used to monitor both assembly
(Figure a) and disassembly
of M–CA capsules in agarose gel, containing the fluorescent
dye, under acidic (Figure b) and basic conditions (Figure c). Absorption spectra for both self-assembly
and disassembly were similar to those obtained for the control experiments
(Figure S3). In other words, neither melamine
nor M–CA affects the inherent absorptivity of the various forms
of sodium fluorescein molecules.[11] However,
like the control experiments, melamine has a basic effect on the pH
of the gel medium and subsequently favors the maximum absorbance of
sodium fluorescein at 490 nm. This is countered by addition of cyanuric
acid, which favors a hypsochromic shift toward 435 nm instead.
Figure 4
UV–vis
absorption spectra taken periodically for (a) self-assembly
of M–CA capsules, (b) disassembly of M–CA capsules at
pH 4, and (c) disassembly of M–CA capsules at pH 9. Corresponding
kinetic plots and pseudo-first-order linear fits placed underneath
for (d) self-assembly of M–CA capsules, (e) disassembly of
M–CA capsules at low pH levels, and (f) disassembly of M–CA
capsules at high pH levels.
UV–vis
absorption spectra taken periodically for (a) self-assembly
of M–CA capsules, (b) disassembly of M–CA capsules at
pH 4, and (c) disassembly of M–CA capsules at pH 9. Corresponding
kinetic plots and pseudo-first-order linear fits placed underneath
for (d) self-assembly of M–CA capsules, (e) disassembly of
M–CA capsules at low pH levels, and (f) disassembly of M–CA
capsules at high pH levels.To compare the kinetic plots below, eq was used to determine rate constants of the
pseudo-first-order reactions of self-assembly and disassembly of the
M–CA complex.A+M = absorbance
at 490 nm in the presence of M (reactant).CA = cyanuric acid.A+M-CA = absorbance at 490 nm in the
presence of melamine cyanurate (product).k = rate constant for the pseudo-first-order reaction
for absorbance at 490 nm.A490 nm↓ = decrease of
absorbance at 490 nm.A closer look reveals that maximum absorbance
during capsule formation
(ca 0.09 at 440 nm; time = 9 h) is relatively lower as time expires
when compared to the control experiment (ca 0.16 at 435 nm; time =
9 h; Figure S3a ). Two things could account
for this occurrence. The first is that M–CA traps FL molecules
and therefore reduces the concentration of free fluorescent dye molecules.
Since FL obeys Beer–Lambert’s law, it implies that absorbance
will decrease as more and more fluorescent dye molecules are trapped
by M–CA capsules.[12] Also, as stated
previously, the M–CA complex assembly is favored in a pH range
that is mildly acidic[7,8] and such conditions are not ideal
for the exclusive presence of the cationic form of FL that has the
strongest absorptivity at 435 nm in a strongly acidic medium.[11,13]The kinetic plot for self-assembly of M–CA capsules
is linear
after an hour, suggesting a uniform and gradual decline in the peak
absorbance at 490 nm (Figure d). It also implies that there is a linear dependency of the
presence of free sodium fluorescein molecules on the assembly of melamine
cyanurate capsules. In other words, fluorescein is steadily used up
as building material in the relatively slower process (k = 7.391 × 10–5 s–1) of
M–CA self-assembly. In comparison to the kinetic plot of the
corresponding control experiment in Figure S3, self-assembly of capsules does slow the diffusion of cyanuric acid
enough to affect its capacity to lower the pH. As previously stated,
a low pH is required to decrease the absorbance at 490 nm and favor
peak absorbance at 435 nm.[12]The
rate constant for the disassembly of melamine cyanurate capsules
at low pH levels is the slowest (1.58 × 10–5 s–1; Figure e), and unexpectedly, the kinetic plot that corresponds
to this rate constant contrasts with that for the disassembly of melamine
cyanurate capsules at high pH levels. Instead, it is similar to the
kinetic plot for self-assembly of melamine cyanurate capsules because
in an acidic medium it is expected that peak absorbance at 490 nm
will decrease and peak absorbance at 435 nm will be favored, as observed
in Figure b.[12] Also, it is likely that the presence of free
melamine counters the pH effect of HCl appreciably, thus promoting
a less acidic environment conducive for preserving M–CA capsules.Disassembly of M–CA capsules at high pH levels on the other
hand is about 4 times faster than the assembly of the capsules (Figure f). When compared
to its corresponding control experiment (Figure S4), its rate constant is slightly lower with a difference
of 0.687 × 10–4 s–1. This
suggests disassembly of capsules occurs quite rapidly and thus barely
impedes the capacity of NaOH to diffuse through the agarose gel and
increase the pH to 1 that favors peak absorbance at 490 nm. It is
also worth stating that increasing absorbance values at 490 nm are
also due (i) to increasing free FL molecules as M–CA capsules
are disassembled and (ii) to some degree the presence of free M that
promotes a neutral to basic medium.An experiment on sequential
assembly and disassembly of M–CA
capsules was carried out to show the reversibility of the reaction.
After the capsules were destroyed by the acid, the acid was neutralized
by the addition of an equivalent amount of alkali, which led to the
expected formation of a precipitate, which in turn was destroyed by
the addition of an excess of alkali and again reduced by the acid
to its original state. This shows, among other things, that the formation
of capsules is not significantly influenced by inorganic ions.
Scanning
Electron Microscopy (SEM) and Fluorescence Microscopy
Images of Free and Occupied M–CA Capsules
M–CA
capsules containing fluorescein (Figure a-c) were extracted from the agarose medium
and compared to the fluorescein-free experiment (Figure d-f). Pure melamine cyanurate
capsules form spindle-shaped aggregates. The capsules can be distinguished
near the ends of the spindles, which could be associated with the
oriented growth of initial needlelike crystals.[26] FL changes the shape significantly as well as enlarges
the overall capsule size. The spherical shape induced by the fluorescent
dye could be attributed to inhibition of the nucleation stage and
fast propagating radial growth from a single nucleus.[20] It should be noted that most nanostructures tend to form
a sphere during fouling. Capsules containing FL do not exhibit anisotropic
growth and form folded flat sheet spherical aggregates. Optical microscopy
images also suggest that FL increases the size of capsules (Figure b) compared to pure
M–CA (Figure e). Fluorescence microscopy shows a significant increase of luminescence
intensity compared to M–CA (Figure S5), which indicates the presence of FL inside melamine cyanurate capsules
(Figure c compared
to Figure f). This
is possibly due to incorporation of FL into melamine cyanurate capsules
at the molecular level rather than incorporation of solution droplets
containing sodium fluorescein as a distinct phase.
Figure 5
Scanning electron microscopy
(a,d) and optical (b, c) and fluorescence
(e, f) microscopy images of
free (d–f) and occupied (a–c) M–CA structures.
Scanning electron microscopy
(a,d) and optical (b, c) and fluorescence
(e, f) microscopy images of
free (d–f) and occupied (a–c) M–CA structures.
Low-pH Release of Encapsulated Fluorescent
Dye Induced by Lactococcus lactis
Overnight cultures of L. lactis 411
were performed in peptone-yeast MRS
medium. L. lactis significantly acidify
the media with visible dissolution of formed M–CA precipitates.
Afterward, the bacteria were centrifuged, washed several times, and
placed on glass slides for study (Figure ). Apart from acquiring a gritty surface
texture against the much smoother appearance of bacteria in the control
experiment, fluorescent bacteria fail to aggregate as observed for
the control bacteria. There is no lysis of bacteria. The morphology
of bacteria is different due to crystals (hexagonal ones) on their
surface. The LIVE/DEAD BacLight Bacterial Viability Kit Protocol proves
that bacteria are alive. We added schematics and further images (Figures S6–S9), where it is seen that
there is another morphology of bacteria growing in the presence of
FL due to crystal assembly on their surface rather than their lysis.
Bacteria are alive; simultaneously, it is indeed, very interesting
that they lost their tendency to agglomeration. This suggests that
FL has an influence on bacterial aggregation and thus could have utility
in controlling cellular behavior. A plausible explanation for these
observations is that FL molecules surround the bacteria as they are
encapsulating them, resulting in the coarse texture of stained bacteria.
Also, the repulsion of like negative charges of FL shells could be
responsible for its influence on the aggregation of bacteria. It is
worth mentioning that FL being negatively charged should minimally
interact with the negatively charged surface of bacteria, limiting
staining of the cell surface or internalization. Here, the FL was
chosen due to its ability to bind to functional biomolecules. While
FL can bind to highly cationic species due to nonspecific electrostatic
interactions, it has limited interactions with many biomolecules (especially
negatively charged ones); otherwise, it would not be a particularly
useful dye for use of the suggested capsules for tracking specific
interactions in biology when conjugated to other probes.
Figure 6
(a) Schematic
illustrating the experiment involving the overnight
culture of L. lactis 411 with sodium
fluorescein encapsulated by melamine cyanurate capsules. Underneath
the schematic are images of L. lactis 411 cultured overnight in the absence of encapsulated sodium fluorescein
(b–d) and in the presence of encapsulated sodium fluorescein
(e–g) using a scanning electron microscope (b and e) and fluorescence
microscope (c, d, f, and g).
(a) Schematic
illustrating the experiment involving the overnight
culture of L. lactis 411 with sodium
fluorescein encapsulated by melamine cyanurate capsules. Underneath
the schematic are images of L. lactis 411 cultured overnight in the absence of encapsulated sodium fluorescein
(b–d) and in the presence of encapsulated sodium fluorescein
(e–g) using a scanning electron microscope (b and e) and fluorescence
microscope (c, d, f, and g).
Conclusions
Self-assembly of M–CA capsules occurs
in both FL and non-FL
media provided M and CA are present. However, fluorescent capsules
are relatively larger and differ in shape when compared to empty capsules
on a microscale. On a macroscale, the fluorescent capsules are visibly
colored. Both DFT and molecular dynamics computations confirm the
active participation of FL molecules in the early stages of the self-assembly
process. Quantum chemical calculations show the energetic advantage
of a process involving a fluorescein molecule. Active inclusion of
FL into M–CA capsules is traced at the macroscopic level by
observing time-dependent changes in visible spectra during capsule
formation. Disassembly and subsequent release of trapped sodium fluorescein
molecules occur under both low- and high-pH conditions with a markedly
higher rate under high-pH conditions. The successful release of trapped
fluorescein molecules by L. lactis acidification
and observation of living bacteria prove biocompatibility of M–CA
capsules and suggest a possible application of the M–CA assembly
to be used as a prospective analyte for time-prolonged bacterial staining
and retrospective monitoring of the pH shift below 4.8 in biological
media.
Experimental Section
Chemicals
Agar (A7921; powder; CAS
9002-18-0), cyanuric
acid 98% (1,3,5-triazine-2,4,6-triol; (CNOH)3; 129.07 g
mol–1; Sigma-Aldrich, CAS 108-80-5), melamine (1,3,5-triazine-2,4,6-triamine;
C3(HN)6; 126.12 g mol–1; Sigma-Aldrich,
CAS 108-78-1), sodium hydroxide (NaOH; 39.997 g mol–1; Lenreaktiv, 130109 LR), hydrochloric acid (HCl; 36.46 g mol–1; Lenreaktiv), sodium fluorescein (C20H10Na2O5; 376.27 g mol–1), and peptone-yeast MRS medium were used. Distilled water from Millipore
Elix (18 MΩ·cm2/cm) was used to prepare the
solutions for all experiments.
Quantum Chemical Computations
The full geometry optimization
for all model structures was carried out at the B3LYP-D3/def2-SVP
level of theory with the help of the Orca 4.2.1 program package.[26] The RIJCOSX approximation[27−29] utilizing the
def2-SVP/C auxiliary basis set and spin-restricted approximation was
employed. The convergence tolerances for the geometry optimization
are as follows: energy change = 5.0 × 10–6 Eh,
maximal gradient = 3.0 × 10–4 Eh/Bohr, RMS
gradient = 1.0 × 10–4 Eh/Bohr, maximal displacement
= 4.0 × 10–3 Bohr, and RMS displacement = 2.0
× 10–3 Bohr. The coupled perturbed self-consistent
filed (CPSCF) equations were solved using the conjugate gradient (CG)
method with convergence tolerance on a residual of 1.0 × 10–6 Eh. The Hessian matrices were calculated for all
optimized model structures to prove the location of correct stationary
points on the potential energy surfaces (no imaginary frequencies
were found in all cases) and to estimate the thermodynamic properties
(viz., enthalpy, entropy, and Gibbs free energy) for all model systems
at 298.15 K and 1 atm. The Cartesian atomic coordinates for all optimized
equilibrium model structures are available upon request.
Molecular Dynamics
Simulation Details
MD simulations
of melamine cyanurate aggregation in the presence of fluorescein were
performed using the OpenMM package.[30,31] The method
is discussed in detail by Orekhov et al.[6] Interatomic interactions were described by the all-atom optimized
potentials for liquid simulations (OPLS-AA) force field[31,32] (which is known to reproduce hydration free energies of amino acids
quite well[33]) with partial charges parameterized
by LigParGen.[34−36] The TIP4P[37] rigid nonpolarizable
model was used to parameterize the water molecules. A cutoff for short-range
and nonbonded interactions was 1.2 nm. The smooth particle-mesh Ewald
scheme[38] was used for long-range Coulomb
interactions. Spatial distribution functions and DACFs were calculated
using the TRAVIS software package.[39] Constant-temperature/constant-pressure
simulations were performed at T = 300 K and P = 1 atm in the cubic unit cell with periodic boundary
conditions containing 16 000 water molecules (approximate size
79 × 79 × 79 Å3). The integration timestep
for all simulations was 2 fs. For cluster analysis, a cluster represented
a group of molecules, each of which lies within rclust = 7 Å cutoff with at least one other molecule.
The visualization is done with the USCF Chimera package.[20]
UV–vis Analysis of the Assembly and
Disassembly of Melamine
Cyanurate Capsules
Three milliliters of dyed hot agarose
gel, containing 1 mM melamine, was pipetted into cuvettes for all
optical investigations using an Agilent Cary 60 UV–vis spectrophotometer.
To run a time series UV–vis investigation for formation of
capsules in the gel medium, 1 mL of 10 mM cyanuric acid was added
to the gel medium and allowed to diffuse through the full length of
the hydrogel, which causes the formation of M–CA capsules.
Afterward, either 1 mL of 0.5 M HCl or 0.5 M NaOH was added to the
gel medium to replace cyanuric acid as the diffusing solution to run
a time series UV–vis investigation for dissolution of capsules
at low or high pH levels, respectively. A control experiment without
melamine keeping all other conditions the same was carried to investigate
the role of M–CA capsules. Prior to all diffusion experiments,
the calibration curve of the FL UV–vis absorption maximum position
was prepared by measuring UV–vis spectra of 10–5 M FL in acetic (2.0–5.0), phosphate (6.0–8.0), and
ammonia (9.0–12.0) buffer solutions. All of the solutions were
verified with a laboratory pH meter calibrated with a series of standard
buffer solutions (4.01/7.01/9.18).
Scanning Electron Microscopy
and Fluorescence Microscopy Images
of Free and Occupied Melamine Cyanurate Capsules
Scanning
electron microscopy images were obtained for pure melamine cyanurate
capsules and melamine cyanurate capsules containing fluorescent dye
(10–4 M sodium fluorescein) at an operating voltage
of 20 kV. Prior to microscopy, the samples were extracted by melting
the agarose gel at 80 °C, diluting the suspension with hot water,
and then centrifuging at 6000 rpm for 5 min in 2 mL Eppendorf tubes
to obtain particles. The operation was repeated thrice to remove all
excess gel. The particles that remained were mounted on carbon tape
and covered with a thin platinum–gold alloy layer. Fluorescence
imaging was carried out with a dry ×40 lens with a total magnification
of ×400 on the image using the FITC channel (excitation 480 nm/emission
527 nm). Other imaging parameters like exposure, gain, aperture, and
intensity were also kept constant throughout the experiment for comparison
purposes. Before imaging, a 1 mm diameter thin-wall capillary tube
was used to extract gel containing capsules. The capsules were placed
on a slide and rinsed with distilled water. The setup was left undisturbed
for at least 10 min before imaging. Microluminescence spectra and
corresponding full visible spectrum luminescence images were acquired
using a Zeiss Axio Imager.A2m equipped with an Ocean Optics QE Pro
spectrometer (excitation by HAL 100 and HBO 100).
Low-pH Release
of Encapsulated Fluorescent Dye Induced by L. lactis ssp. lactis 411 (L. lactis) Acidification
Overnight cultures were performed in peptone-yeast
MRS medium with both a piece of pure agar gel containing free melamine
cyanurate capsules and another piece of agar gel containing melamine
cyanurate capsules with 10–4 M FL (see the schematics
in Figure S6). After overnight culturing,
the bacteria were centrifuged, washed several times, and placed on
glass slides. Samples were dried and sputtered with the Au layer for
the SEM study. The bacteria were also tested by the LIVE/DEAD BacLight
Bacterial Viability Kits. This method provides a sensitive, fluorescence-based
assay for bacterial cell viability. The reagent employs two nucleic
acid stains: the green-fluorescent SYTO 9 stain and the red-fluorescent
propidium iodide stain. Live bacteria with intact membranes fluoresce
green, while dead bacteria with damaged membranes fluoresce red. All
bacteria were alive. For bacterial imaging, we use both scanning electron
microscopy (SEM) and fluorescence microscopy (FITC mode).
Authors: Julia Gensel; Tina Borke; Nicolas Pazos Pérez; Andreas Fery; Daria V Andreeva; Eva Betthausen; Axel H E Müller; Helmuth Möhwald; Ekaterina V Skorb Journal: Adv Mater Date: 2012-01-03 Impact factor: 30.849
Authors: Daisuke Yuhara; Brian C Barnes; Donguk Suh; Brandon C Knott; Gregg T Beckham; Kenji Yasuoka; David T Wu; Amadeu K Sum Journal: Faraday Discuss Date: 2015-04-16 Impact factor: 4.008
Authors: Victoria Albright; Iryna Zhuk; Yuhao Wang; Victor Selin; Betsy van de Belt-Gritter; Henk J Busscher; Henny C van der Mei; Svetlana A Sukhishvili Journal: Acta Biomater Date: 2017-08-09 Impact factor: 8.947