Open Access Article
Pierre Carmona
*ab,
Christian von Corswantc,
Magnus Röding
ad,
Aila Särkkä
d,
Eva Olsson
b and
Niklas Lorén
*ab
aUnit Product Design, Department Agriculture and Food, Division Bioeconomy and Health, RISE Research Institute of Sweden, Gothenburg, Sweden. E-mail: pierre.carmona@ri.se; niklas.loren@ri.se
bDivision Nano-and BioPhysics, Department of Physics, Chalmers University of Technology, Gothenburg, Sweden
cOral Product Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Gothenburg, Sweden
dDepartment of Mathematical Sciences, Chalmers University of Technology, Gothenburg University, Gothenburg, Sweden
First published on 15th September 2022
Porous phase-separated ethylcellulose/hydroxypropylcellulose (EC/HPC) films are used to control drug transport out of pharmaceutical pellets. The films are applied on the pellets using fluidized bed spraying. The drug transport rate is determined by the structure of the porous films that are formed as the water-soluble HPC leaches out. However, a detailed understanding of the evolution of the phase-separated structure during production is lacking. Here, we have investigated EC/HPC films produced by spin-coating, which mimics the industrial manufacturing process. This work aimed to understand the structure formation and film shrinkage during solvent evaporation. The cross-sectional structure evolution was characterized using confocal laser scanning microscopy (CLSM), profilometry and image analysis. The effect of the EC/HPC ratio on the cross-sectional structure evolution was investigated. During shrinkage of the film, the phase-separated structure undergoes a transition from 3D to nearly 2D structure evolution along the surface. This transition appears when the typical length scale of the phase-separated structure is on the order of the thickness of the film. This was particularly pronounced for the bicontinuous systems. The shrinkage rate was found to be independent of the EC/HPC ratio, while the initial and final film thickness increased with increasing HPC fraction. A new method to estimate part of the binodal curve in the ternary phase diagram for EC/HPC in ethanol has been developed. The findings of this work provide a good understanding of the mechanisms responsible for the morphology development and allow tailoring of thin EC/HPC films structure for controlled drug release.
In industry, coating of drug-containing pellets with thin phase-separated films is often performed batch-wise using fluidized bed spraying. One challenge is to relate the properties of the obtained polymer coating to the production process of the pellets. During spraying, small droplets containing EC, HPC, and ethanol hit the pellet and form a coating during multiple passages in the fluidized bed. Many mechanisms are involved in the formation of the phase-separated films on the pellets, and they interact in a complex and time-dependent manner. Examples of involved mechanisms are phase separation, kinetic trapping by viscosity increase, re-dissolution, remixing, and solvent evaporation. Since the solvent evaporation is fast there is not enough time for equilibrium structures to develop. This phenomenon is called solvent quenching.4,5 The film structure is directly related to the kinetics of phase separation. By determining the phase separation and coarsening kinetics during solvent quenching it is possible to understand the different mechanisms that influence the final structure. However, a fluidized bed is a challenging environment for observing the structure formation and phase separation during solvent evaporation in a thin film. Spin-coating is a technique where phase separation during solvent evaporation in a thin film is much easier to follow and understand than in the industrial process. Therefore, spin-coating was used in this work to mimic the structure formation occurring during fluidized bed spraying.
Spin-coating is a widely used technique for making uniform polymer films with high reproducibility of the obtained film structure. In previous work,6 spin-coating was utilized to form thin EC/HPC films, and the influence of the spin-coating parameters on the final dried structure was studied. It was found that the final characteristic length scale decreases with increasing spin speed. In addition, the film thickness decreases with increasing spin speed and strong correlation between thickness and spin speed was found for 22 wt% HPC, 30 wt% HPC and 45 wt% HPC.
In further work,7 the effect of the EC/HPC ratio (15 to 85 wt% HPC) on the in-plane structure evolution was determined. Bicontinuous structures were found for 30 to 40 wt% HPC and discontinuous structures were found for the fractions 15 to 22 and 45 to 85 wt% HPC. The growth of the characteristic length scale followed a power law, L(t) ∼ tn, with n ∼ 1 for bicontinuous structures, and n ∼ 0.45–0.75 for discontinuous structures. The characteristic length scale after kinetic trapping ranged between 3.0 and 6.0 μm for bicontinuous and between 0.6 and 1.6 μm for discontinuous structures. Two main coarsening mechanisms could be identified: interfacial tension-driven hydrodynamic growth for bicontinuous structures and diffusion-driven coalescence for discontinuous structures. However, only the in-plane view of the films during structure evolution was revealed. In this paper, we have investigated the effect of the EC/HPC ratio (15 to 85 wt% HPC) on the cross-sectional film structure evolution. Since the object of study is a thin film, boundary effects at substrate and air interfaces and confinement effects8 are likely to be non-negligible. Therefore, we cannot expect the structure formation to be isotropic, and determining cross-sectional evolution is of large interest.
EC, HPC and ethanol is a ternary system consisting of two polymers and one solvent. The phase behavior of such a system is described by its ternary phase diagram which depends on the constituents as well as on temperature9 and pressure.10 Fig. 1 shows a typical ternary phase diagram, used to describe a ternary system consisting of two polymers (polymer A and B) and a solvent.11,12 In the diagram, two regions are described: the one-phase region where the mixture is one homogeneous phase and the two-phase region where the mixture is separated into two distinct phases. The binodal curve represents the transition from the one-phase to the two-phase region. Within the two-phase region, there are an unstable and a metastable region. The boundary between the unstable and the metastable regions is described by the spinodal curve. Compositions inside the metastable region separate according to the nucleation and growth phase separation mechanism, whereas those within the unstable region separate through the spinodal decomposition phase separation mechanism.13,14 Morphologies 1 and 3 in Fig. 1 are droplet-like structures initiated either by nucleation and growth or by spinodal decomposition followed by a percolation-to-cluster transition.7 Morphology 2 is a typical self-similar pattern caused by spinodal decomposition phase separation. By determining the position of the solution mixture in the phase diagram, it is possible to relate the phase separation mechanisms to the structure and ethanol content. In this paper, we propose a new method to estimate the binodal curve of the phase diagram using microscopy and image analysis. The method involves monitoring the in situ structure evolution during solvent evaporation and profilometry to measure the final film thickness.
Polymer phase separation can be initialized by fast solvent evaporation, also called solvent quenching. Phase separation during solvent evaporation has been studied previously.15–18 The evaporation leads to a huge increase in the viscosity of the polymer mixture, retarding and eventually halting the coarsening by kinetically trapping the structure in a non-equilibrium state.19 Phase separation induced by solvent evaporation is not fully understood,17 the difficulty arising from the fact that the solvent evaporation continuously changes the ethanol concentration in the mixture (in comparison to temperature-induced phase separation, where the concentrations of the components in the mixture do not change). The characteristic length scale of the phase-separated structure depends on the coarsening time but also on the depth of the solvent quench.19,20 Faster evaporation leads to a deeper solvent quench, and the characteristic length scale is expected to become smaller.17
The system considered in this work is a film that is shrinking over time. During the film formation, many phenomena are competing. Since the film is on a substrate, surface interactions become more and more important as the surface to volume ratio increases. At the air interface, the evaporation process might give rise to a concentration gradient. With regard to solvent-induced phase separation, for example, Cummings et al. modelled solvent evaporation during thin film formation in phase-separating polymer mixtures.18 It was demonstrated that kinetic trapping resulting from solvent-induced phase separation can lead to films with a rougher surface. De Gennes studied the instabilities that may occur at the surface of the film when the film is too thin15 or during the formation of a crust.21 Buxton et al. have simulated the evolution of a polymer–polymer–solvent mixture undergoing solvent evaporation and phase separation22 and focused their work on the lateral morphology of the film. It is also of importance to study the cross-section of the film, to understand the structure evolution. This type of information is lacking. In this paper, we focus on the cross-section to monitor in situ the phase separation and coarsening during solvent evaporation.
Theories and simulations were developed for bulk 3D systems. When studying phase separation in thin films, confinement effects need to be considered. During shrinkage of the film, the evolution of the phase-separated structure undergoes a transition from 3D to nearly 2D structure development, and the cross-over occurs when the characteristic length scale is in the order of the film thickness.23 Phase separation in confinement has been studied before.8,24–30 Wassén et al. studied the effects of confinement on the phase separation kinetics and compared the effect of wetting in bulk and in a confined environment.8 They showed that confinement influences the kinetics of phase separation. For the same biopolymer mixture, they found bicontinuous structures in bulk and columnar structures in confinement. They emphasized the importance of quantifying the impact of confinement on phase separation to control the final microstructure.
Surface effects can also play a role in the structure evolution. Zoumpouli and Yiantsios31 investigated the effects of parameters characterizing the evaporation rate and the preferential wetting of the solutes at the air interface. For example, for systems exhibiting preferential wetting, they showed that diffusion alone favors lamellar configurations for the separated phases in the dried film. There are two possible types of wetting behavior in a capillary (2D confinement) at equilibrium: the complete wetting is a layered structure; and the partial wetting is a droplet-like structure. Tanaka et al.32 discussed the hypothesis of having different types of coarsening depending on wettability strength. In the case of weak wettability, the structure coarsens in 3D, while for strong wettability the structure coarsens in 2D, due to confinement.
The overall purpose of this work was to understand the film formation and the cross-sectional structure evolution during solvent quenching. Here, spin-coating has been used to mimic the industrial process. The total time of phase separation before kinetic trapping was increased by reducing the solvent evaporation rate, to facilitate the imaging of the structure evolution in situ. In this work, we have characterized the effect of the EC/HPC ratio on the film formation process by monitoring the cross-sectional structure evolution in situ using CLSM and image analysis.
This paper is structured as follows: (i) the structure evolution during phase separation, solvent evaporation and film shrinkage is explored, and (ii) estimation of part of the binodal curve of the ternary phase diagram EC/HPC/EtOH is presented.
The evaporation was studied by gravimetry with a scale (Analytical Balance; AT261, Mettler Toledo, Greifensee, Switzerland). A drop of 200 μL was deposed in a Petri dish and spin-coated as described above in Section 2.2. The weight of the Petri dish was set to zero at time zero before adding the drop. The solution's weight was followed over time. We compare the weight loss after spinning in two cases: in an open Petri dish and in a Petri dish closed with a lid. The evaporation was in open air and the temperature was 21 °C. The study was performed in triplicate for the two EC/HPC ratios 30 wt% and 45 wt% of HPC.
Fig. 2 shows the result of the gravimetric evaporation study. The mean spin-coated solution weight as a function of time is displayed. Thus, it is possible to estimate the decrease in evaporation rate when closing the Petri dish. It should be noted that the solution's weight at the start is lower than if all material remains in the Petri dish. We could expect approximately 200 μL × 0.8 mg μL−1 (density of ethanol) = 160 mg at the beginning minus the ethanol that has evaporated during the first 3 s of spinning and 5 s to put the Petri dish on the scale. However, some of the polymer solution is also leaving the Petri dish during spin coating and the starting solution weight is therefore about 30 mg. The plot of mean weight loss versus time shows that the weight loss is linear down to a certain level, which is in accordance with results found in the literature.35,36 For the open Petri dish and both ratios HPC 30 wt% and HPC 45 wt%, the weight reaches a plateau, corresponding approximately to the remaining solid fraction (a small fraction of ethanol remains). The results show no significant difference in evaporation rate for HPC 30 wt% and HPC 45 wt% for both closed and open lid. This indicates that the evaporation rate is independent of the polymer blend ratio. After linear regression of HPC 30 wt% data, slopes ± sd (standard deviation) of −0.2580 ± 0.0005 and −2.10 ± 0.05 mg min−1 were obtained for the closed and open Petri dish, respectively. Hence, the evaporation is slowed down approximately 8 times at room temperature by closing the lid, which can be used to delay the onset of phase separation and to expand the observation window for CLSM analysis of the film structure evolution. Our experimental set-up using a lid, gives us good control over the parameters influencing the evaporation, which results in good reproducibility of replicates.
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| Fig. 2 Estimation of the evaporation rate by gravimetry. Comparison of the weight (m ± sd) in an open (black and blue points) and a closed (green and red points) Petri dish with two EC/HPC ratios. | ||
The stage and objective were kept at 25 °C, using an incubation stage and controller system for microscopes (Tokai Hit, Fujinomiya-shi, Japan).
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40 wt%. It displays CLSM micrographs of the cross-section of the film. By localizing the upper and lower surface of the film it was possible to estimate the film thickness at each time point. On the lower part of Fig. 4 the corresponding calculated thickness is plotted versus time. To compare the different parameters from the experimental design (mainly EC/HPC ratio), we decided to extract 4 values at different points in time for each experiment: at 35 s (t = 0 s indicating the start of the spinning) (Fig. 4a), at the start of phase separation (Fig. 4b), at the end of the linear regime which corresponds to the time when the structure is kinetically trapped (Fig. 4d), and at the plateau which corresponds to the plateauing of the shrinkage process (Fig. 4f). During phase separation, coarsening is observed (Fig. 4c). Between the kinetic trapping of the structure and the end, only shrinkage is taking place (Fig. 4e). Since the decrease in thickness between points a and d is linear, the slope can be interpreted as a shrinkage rate in μm min−1. The slope was estimated by least-squares fitting of a straight line.
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30 wt%. Fig. 5a shows CLSM micrographs displaying the in-plane structure evolution. Fig. 5b shows the cross-sectional structure evolution. The same type of morphology development is observed in both planes. At the initiation and the early stages of the phase separation, (at 116 s in Fig. 5) typical mottled spinodal decomposition patterns are visible. Simultaneously with the shrinkage of the film, phase separation occurs, and the phase-separated structures coarsen, illustrated by the length scale increase from 2.1 μm at 116 s to 6.6 μm at 158 s (Fig. 5a). The coarsening was quantified by estimating the length scale using a Fourier transform based image analysis method, described in detail in previous work for in-plane structure evolution.7 In the cross-sectional micrographs, we were able to get access to only a few repetitions of the phase-separated pattern, while the larger imaging area in the in-plane provides the possibility for a larger number of repetitions of the structure making the estimation of the characteristic length scale more robust and accurate. Furthermore, the in-plane structure is more isotropic than the cross-sectional structure that is influenced by surfaces and confinement. Therefore, it is more robust to perform the Fourier image analysis in the in-plane than in the cross-sectional micrographs. Since the cross-sections studied in this work are replicates of the in-plane films studied in previous work from this group, we performed the quantitative image analysis in-plane (xy-plane) and extracted the film thickness from the cross-sections (xz-plane) and performed a qualitative analysis of the structure. From the micrographs series in both planes, it appears likely that hydrodynamic coarsening is taking place, as described in Carmona et al.7 From the micrograph at 158 s and particularly for the in-plane micrographs, a secondary phase separation can be observed39 where small dark EC domains appear in already phase-separated bright HPC domains. During solvent evaporation, the thickness of the film is decreasing as a function of time going from 7.5 μm at 116 s to 2.3 μm at 263 s, see Fig. 5b.
In the 3rd column at 158 s, it can be noticed that the length scale of the phase-separated structure is bigger than the film thickness i.e. L = 6.6 μm and h = 4.7 μm. In addition, while the in-plane structure seems isotropic (similar structure in x- and y-directions), the cross-sectional structure seems anisotropic. On the cross-section, we observe that the structure evolution is influenced by the upper and lower surfaces resulting in more elongated structures close to the surfaces than in the middle of the film. From a structure evolution perspective, the cross-sectional structure indicates that the phase separation has transitioned from coarsening in all three directions x, y, and z (3D) to only in x and y directions (2D). This type of transition was also observed by Sung et al.23 It is also likely that the interplay with the surrounding surfaces starts to play an important role for the structure evolution. For example, it seems that the HPC phase is close to the interfaces while the EC phase is in the center of the film (center of the cross-section). Thus, the phase separation undergoes spinodal decomposition, nucleation and growth, coarsening solvent evaporation, solvent quenching, kinetical trapping, and confinement. While spinodal decomposition has been widely studied in the literature, the theory and simulations need to be modified to be able to be applied to solvent quenching and kinetical trapping. Spinodal decomposition as well as nucleation and growth are important mostly in the beginning, and kinetic trapping and confinement in the end of the phase separation.
The theory developed for bulk (3D) phase separation40–43 is certainly relevant for the early stages. However, in the later stages of the film structure evolution, confinement effects and 2D phase separation are likely more relevant since the structure cannot evolve in the z-direction anymore, only in the x- and y-directions.8,24,25 In comparison with a bulk coarsening, the confinement forces the coarsening to develop in two dimensions instead of three (transition from 3D to 2D coarsening). It results in much larger domains in the xy-plane. Thus, we observe in Fig. 5 that the length scale at plateau (at 263 s) is being 3 times greater than the film thickness. In the end, between 158 s and 263 s in Fig. 5, the structure is only shrinking when most of the ethanol evaporates.
The type of morphology of the phase-separated structures in cross-sectional view are in accordance with previous in-plane observations:7 HPC 22 wt% exhibits a discontinuous structure with bright HPC inclusions in EC matrix (Fig. 6a); HPC 37 wt% exhibits a bicontinuous structure (Fig. 6b); and HPC 60 wt% exhibits a discontinuous structure with dark EC inclusions in HPC matrix (Fig. 6c). During the coarsening step, hydrodynamic coarsening can be observed for HPC 37 wt% (between 152 and 166 s in particular) and coalescence for the discontinuous structures HPC 22 wt% (between 132 and 163 s) and HPC 60 wt% (between 188 and 210 s). Additionally, the length scale of the structures at the plateau in Fig. 6 is significantly larger for the bicontinuous structure (HPC 37 wt% Fig. 6b) compared to the discontinuous structures (Fig. 6a and c) in accordance with previous results.7 However, especially for the bicontinuous structure, the domains are elongated in the xy plane and shrunk in the z plane, similar to the results shown in Fig. 5. As observed previously the structure seems isotropic for the discontinuous structure but anisotropic for the bicontinuous structure showing that there is a transition from 3D to 2D structure evolution (see also Fig. 5) for HPC 37 wt%.
Each EC/HPC phase separation displayed in Fig. 6 occurs through spinodal decomposition.14 In the case of 37 wt% HPC (Fig. 6b), the pattern at 141 s corresponds to a typical spinodal decomposition pattern and the coarsening observed at 152 s and 166 s corresponds to the self-similar growth step of spinodal decomposition.44 The micrographs corresponding to 22 wt% and 60 wt% HPC in Fig. 6a and c, respectively, show discontinuous structures that are likely formed through spinodal decomposition followed by percolation-to-cluster-transition. The relatively slow kinetics of the structure formation allows the structure to go through a percolation-to-cluster-transition and to form a discontinuous droplet-like structure.7
To investigate the differences between the structures for the different EC/HPC ratios, the shrinkage rate was investigated (see Fig. 4 for an explanation of the determination of the shrinkage rate). Fig. 7 shows the mean shrinkage rate in the linear regime for all 13 EC/HPC ratios (note the standard deviation was calculated on few observations, ranging from 3 to 5 per ratio). Fig. 7a shows the mean value obtained by averaging the replicates while Fig. 7b displays one replicate per EC/HPC ratio. A multiple comparison test using Tukey's honestly significant difference (HSD) criterion was used to test the pairwise differences in mean shrinkage rate between the HPC fractions. None of the differences was significant (all p-values for the pairwise comparisons were >0.05; the lowest value was p ≅ 0.3). This is in accordance with Fig. 7b where the slope of the shrinkage in the linear regime for all the ratios are parallel. Our hypothesis is that the shrinkage rate is independent of the HPC fraction and mainly depends on the evaporation process. This is also supported by the results of the gravimetric evaporation study, where no significant difference in shrinkage rate between HPC 30 wt% and HPC 45 wt% was observed.
In Fig. 9b after one week of storage, it can be seen that, even though the morphology of the phase-separated structures looks the same, they are significantly larger than in Fig. 9a. On the micrographs the change of film thickness is not obvious but the growing of the structure is. It confirms that after plateauing of the shrinkage of the film and the structure evolution,7 a very slow coarsening is taking place during the following week. The enriched atmosphere inside the Petri dish favors a very slow evaporation. Thus, the small amount of ethanol, still present in the film, allows the polymer chains to keep their mobility, which even though very low, has a pronounced effect on the domain's length scale. This could not be observed in situ in the CLSM since the evolution is very slow and takes many hours. The differences between Fig. 9a and b confirms that not all the ethanol has evaporated at plateau. In a recent study (not shown), the same experiment was performed after two weeks, and no changes were observed in structure size or film thickness between after one week and after two weeks. Therefore, the thickness used to estimate the binodal curve of the phase diagram is measured by profilometry on the films one week after the spin coating.
Fig. 10 shows the film thickness and the ethanol fraction versus the HPC fraction for different key times of the phase separation (note the standard deviation was calculated on few observations, ranging from 3 to 5 per ratio). In Fig. 10a, the thickness during shrinkage of the film follows the same trend as observed in Fig. 8, where the mean thickness is increasing with the HPC fraction. From the thickness estimation, the ethanol fraction is estimated and plotted in Fig. 10b. In the graph, the end of the linear regime corresponds to the kinetical trapping, however, the results are scattered and there is not a particular trend with respect to the HPC fraction. For the ethanol fraction at plateau in Fig. 10b, a minimum at 50 wt% HPC can be noted. From the information in Fig. 10, we can estimate the position of the binodal curve in the ternary phase diagram EC/HPC/EtOH. It is also possible to estimate the solvent quench for each EC/HPC ratio since the solvent quench corresponds to the final distance in the phase diagram from the binodal line to the final blend composition when all solvent has evaporated, i.e. the distance between the start of the phase separation (red circles) to the total evaporation after one week (purple diamond) in Fig. 10b.
Fig. 11 is showing the estimated phase diagram. The blue curve corresponds to the binodal curve determined experimentally in previous work by Baderstedt et al.45 They studied the phase separation in EC/HPC solutions by letting EC/HPC mixtures of different compositions rest in closed vials for at least one month. By visual inspection of the meniscus, they could determine at which composition the mixture would phase separate and hence estimate the binodal curve.
The red dots are the estimated positions of the binodal curve according to our work. We note that the location of the binodal is in accordance with the one found by Baderstedt et al., which supports our method to estimate the location of the binodal curve of EC/HPC/EtOH at room temperature. However, it is difficult to comment on the shape of the curve since the experimental points scatter. In this method the EC and HPC content are determined with accuracy since the composition of the polymer blend in the polymer mixture is known. However, the start of the phase separation is determined by visual inspection of the CLSM micrographs and is hence known with less accuracy. This influences the ethanol content at the start of phase separation and thus the position of the estimated binodal curve. Since an image is taken every 2.8 s and the thickness changes of about 0.2 μm between each pair of consecutive images the variability ranges from 0.5 to 1 wt% EtOH (depending on the EC/HPC ratio) per image (if we consider that the start can be set at the image before or after the chosen one). In addition, there is also an error of about 500 nm in the thickness estimation coming from the CLSM axial resolution, which gives rise to variability ranging from 1 to 3 wt% EtOH (depending on the EC/HPC ratio). All these factors influence the estimation of the binodal curve. However, with further research it will be possible to increase the precision for instance using higher scanning rate, or CLSM with higher axial resolution, or a STED.46 The method shown in this work has the potential to become a rapid method to estimate the binodal curve in ternary mixtures.
This study of the kinetics provides valuable insights into the structure formation kinetics and the influence of the EC/HPC ratio on a single layer. However, to further explore the structure formation in the industrial process, it would be of interest to investigate multilayer films by coating successive EC/HPC layers.
| 2D | Two dimensions |
| 3D | Three dimensions |
| CLSM | Confocal laser scanning microscope |
| EC | Ethyl cellulose |
| h(t) | Film thickness at time t |
| HPC | Hydroxypropyl cellulose |
| L(t) | Characteristic length scale at time t |
| (m ± sd) | Mean plus/minus standard deviation |
| NG | Nucleation and growth |
| PCT | Percolation to cluster transition |
| SD | Spinodal decomposition |
| φi | Volume fraction of component i |
| wt% | Weight percentage |
| L(t) ∼ tn | Time (t) dependency of the length scale L during the coarsening stage of the phase separation. n is the exponent of the power law |
| φS(t) = hdry/h(t) | Mean volume fraction of solid material as a function of thickness at time t |
| φEtOH(t) = 1 − φS(t) | Ethanol fraction at time t |
| φHPC(t) = φS(t) × % HPC | HPC fraction at time t |
| φEC(t) = φS(t) × % EC | EC fraction at time t |
Footnote |
| † Electronic supplementary information (ESI) available: Figure containing micrographs of replicates of Fig. 9b. See https://doi.org/10.1039/d2ra04178b |
| This journal is © The Royal Society of Chemistry 2022 |