Jiale
Feng
ab,
Zhulieta
Valkova
c,
E Emily
Lin
d,
Ehsan
Nourafkan
d,
Tiesheng
Wang
ae,
Slavka
Tcholakova
*c,
Radomir
Slavchov
d and
Stoyan K.
Smoukov
*acd
aActive and Intelligent Materials Lab, Department of Materials Science & Metallurgy, University of Cambridge, 27 Charles Babbage Road, Cambridge CB3 OFS, UK
bCavendish Laboratory, Department of Physics, University of Cambridge, JJ Thomson Avenue, Cambridge CB3 0HE, UK
cDepartment of Chemical and Pharmaceutical Engineering, Faculty of Chemistry and Pharmacy, Sofia University, 1 James Bourchier Ave., 1164 Sofia, Bulgaria. E-mail: sc@lcpe.uni-sofia.bg
dSchool of Engineering and Materials Science, Queen Mary University of London, Mile End Road, London E1 4NS, UK. E-mail: s.smoukov@qmul.ac.uk
eSchool of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
First published on 25th August 2022
Surfactant choice is key in starting the phenomena of artificial morphogenesis, the bottom-up growth of geometric particles from cooled emulsion droplets, as well as the bottom-up self-assembly of rechargeable microswimmer robots from similar droplets. The choice of surfactant is crucial for the formation of a plastic phase at the oil–water interface, for the kinetics, and for the onset temperature of these processes. But further details are needed to control these processes for bottom-up manufacturing and understand their molecular mechanisms. Still unknown are the minimum concentration of the surfactant necessary to induce the processes, or competing effects in a mixture of surfactants when only one is capable of inducing shapes. Here we systematically study the effect of surfactant nature and concentration on the shape-inducing behaviour of hexadecane-in-water emulsions with both cationic (CTAB) and non-ionic (Tween, Brij) surfactants over up to five orders of magnitude of concentration. The minimum effective concentration is found approximately equal to the critical micelle concentration (CMC), or the solubility limit below the Krafft point of the surfactant. However, the emulsions show low stability at the vicinity of CMC. In a mixed surfactant experiment (Tween 60 and Tween 20), where only one (Tween 60) can induce shapes we elucidate the role of competition at the interface during mixed surfactant adsorption by varying the composition. We find that a lower bound of ∼75% surface coverage of the shape-inducing surfactant with C14 or longer chain length is necessary for self-shaping to occur. The resulting technique produces a clear visual readout of otherwise difficult to investigate molecular events. These basic requirements (minimum concentration and % surface coverage to induce oil self-shaping) and the related experimental techniques are expected to guide academic and industrial scientists to formulations with complex surfactant mixtures and behaviour.
We have described the length of the surfactant tail needed to induce the transition, and have classified the behaviour of many classes of surfactants according to their ability to generate the shapes at a constant surfactant concentration.5 We have successfully modelled the shape evolution sequence as a competition between the fundamental thermodynamic driving forces for the formation of the plastic crystal phase and the opposing increase of surface energy due to interfacial tension.9,10 We have recently also shown that the phenomenon is quite general, with many classes of oils showing this behaviour,5 and also that even oils that do not by themselves undergo such changes can be induced to do so in mixtures with other oils.13 The phenomenon was demonstrated also for water-in-oil emulsions and at flat water|oil interfaces.14,15 We have only recently developed the tools of molecular dynamics to simulate liquid–solid and solid–solid crystal–rotator phase transitions that may allow soon to reveal the molecular details of this process.16 Still, many details of the mechanism remain unknown13 and behaviour is hard to predict. For example, small changes in surfactant structure or difference between surfactant tail and oil, have caused the emergence of self-assembled swimmers.14
One of the open questions is about the minimum concentration of surfactant and the type of packing at the surface that is necessary for the plastic crystal templating to occur.17,18 There are even more complicated questions of how mixtures of surfactants would affect the packing on the surface and rotator phase formation.
In this report, we conduct systematic experiments into the minimum surfactant concentration necessary to induce the self-shaping. Two classes of surfactants are studied: non-ionic families Tween (Tween 40 and Tween 60) and Brij (Brij S10, S20, C10 and Brij58) and cationic hexadecyltrimethylammonium bromide (C16TAB). For all the surfactants we show the minimum concentration necessary to induce the transformation, with or without salt in the solution, is close to the critical micellar concentration (CMC) (Fig. 1). Near the CMC the droplets can only transform to the initial shapes of the prescribed shape evolution sequence. At higher concentrations, they transform to the end of the sequence (Fig. 1). We also perform competitive adsorption experiments with binary mixtures of surfactants, only one of which can induce self-shaping.
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Fig. 1 Schematic representation of the experiment. Hexadecane emulsions were prepared in aqueous surfactant solution. Upon cooling, when below the CMC (or below solubility, in the case of CTAB), droplets freeze as spheres. At or near CMC they exhibit shape changes on cooling. CMC and therefore surfactant packing on the surface is important, as the same absolute concentration of surfactant that could not induce shape changes, does in the presence of salt where CMC is lower. At high concentrations (>several times CMC), droplets deform all the way along the shape-change sequence we have established for the process of artificial morphogenesis.4 |
To stabilize the emulsions, we used a variety of nonionic and ionic surfactants. The nonionic surfactants were from two main groups Tween and Brij surfactants. Polyoxyethylene sorbitan monoalkylates (Tween surfactants, CnSorbEO20) differed in the length of their alkyl chain, n, varied between 12 and 18 (Tween 20, Tween 40, and Tween 60); the number of oxyethylene units, m, is ∼20. The polyoxyethylene alkyl ethers (Brij surfactants, CnEOm) were with n = 16 or 18 carbon atoms and m = 10 or 20 oxyethylene units. We used a cationic surfactant with hexadecyl tail – C16TAB. Detailed information for the purity, HLB values of the nonionic surfactants and surfactant producers is presented in the ESI,† Table S1. All surfactants were used as received. For experiments in the presence of salt we used NaBr, a product of Sigma with purity ≥99.5%.
As a fluorescent dye, we used the oil soluble Solvent Green 5 (diisobutyl perylenedicarboxylate), produced by TCI Chemicals. The addition of the fluorescent dye brings two main benefits: (1) helps to observe some finer structures and eliminates the stains on the background, (2) acts as an indicator in the membrane emulsification process (see Methods below), distinguishing droplets from small air bubbles. The concentration of fluorescent dye in C16 drops is 0.1 wt%.
All aqueous solutions were prepared with deionized water, which was purified by an Elix 3 module (Millipore, USA).
In this experimental procedure, we kept the surfactant concentration sufficiently high during preparation of the monodisperse emulsion drops, i.e. 1.5 wt% for the non-ionic surfactants and 0.5 wt% for the cationic surfactant. After that, we diluted the alkane-in-oil emulsion with distilled water until the desired surfactant concentration was reached. In addition, we stirred gently the sample for 15 minutes to allow for surfactant redistribution between the solution and droplets.
The main difference between these two experimental procedures is the initial surfactant concentration in which the C16 droplets are emulsified.
We also prepared another set of experiments in which the temperature of the sample is controlled by a Linkam cooling system for regulating temperature and cooling rate. The temperature limits and cooling rate can be set up on the control panel, with temperature ranging from −25 °C to 120 °C and cooling rate ranging from 0.01 K min−1 to 20 K min−1.
The optical observations were performed with AxioImager.M2m (Zeiss, Germany) and Olympus BX51 microscopes. Long-focus objectives 20×, 40×, 50×, 60× and 100× were used. For the experimental observations performed in transmitted, cross-polarized white light, we used λ (compensator) plate, situated after the sample and before the analyzer, at 45° with respect to both the analyzer and the polarizer. Under these conditions the liquid background and the fluid objects have typical magenta color, whereas the birefringent areas appear brighter and may have intense colors.23,24 For the experiments with emulsion droplets containing a fluorescent dye a reflective light was used.
C16TAB is below its Krafft temperature in both cases. Thermal hysteresis is, however, very common for this surfactant – it can exist as metastable micelles for days even at concentrations 20 times higher than the solubility limit, 10 °C below the Krafft temperature.27 To determine the CMC/solubility value in each case, we measured the interfacial tension of the hexadecane/water interface as a function of the surfactant concentration. According to the data from the literature, the CMC of C16TAB at room temperatures in the absence of salt is around 0.98 mM and in presence of 100 mM NaBr is ∼0.04 mM.28 The solubility of the surfactant is difficult to measure, but at the Krafft temperature (26.6 °C in the absence of salt),27 it is equal to CMC, therefore, the solubility product is Ks = [C16TA+][Br−] = (0.98 mM)2. At [Br−] = 100 mM, this corresponds to solubility [C16TA+] = Ks/[Br−] = 0.01 mM. The results that we obtained from the breakpoint of the measured interfacial tension vs. [C16TA+] are in better agreement with the CMC values: 0.99 mM for the system without salt and 0.03 mM in the presence of 100 mM NaBr.
Below the breakpoint (be it solubility limit or CMC), the C16 emulsion drops do not transform their shape at all and freeze into spherical shape at temperatures between 8–10 °C, see Fig. 2A for [C16TAB] = 0.75 mM, no salt. Similar results were obtained with 0.8 and 0.9 mM C16TAB. At 1.0 mM, we are able to observe drop shape transformations, see Fig. 2B, where emulsion drops with dini ≈ 10–25 μm reached the initial 3D shapes of the transformation, and only transformed to the next flat platelet stage if we decreased the cooling rate to ≈0.2 K min−1. When we increase the surfactant concentration 10 times (10 mM C16TAB), we are able to observe formation of flat platelets which are extruding long fibers, see Fig. 2C. Droplets with smaller initial drop size diameter (<10 μm) are able to reach the final stages of the evolutionary scheme forming ellipsoidal droplets connected with long thin fibres even at 1 mM concentrations.
Similarly, in the case of salt added, we first observed deformations around the interfacial tension breakpoint, though in this case at much lower surfactant concentrations, because the addition of salt decreases both CMC and solubility of the surfactant. At surfactant concentration below 0.04 mM no shape changes are observed, while in the range between 0.04 mM and 0.2 mM, we are able to observe deformations only in the small droplets (dini ≤ 7 μm), see Fig. 2D. At higher concentrations (≥0.3 mM, prepared by heating and cooling back to room temperature), the bigger droplets also start to transform, see Fig. 2E and F. The obtained frozen particles are identical to those in the absence of NaBr. For example, close to CMC/solubility limit, the drops are only able to transform their shape to the initial stages of the evolutionary scheme, forming regular polyhedral and other faceted 3D shapes. At higher surfactant concentration (≥0.4 mM C16TAB, Fig. 2B), the drops are able to transform their shape into flat platelets (rhomboid, triangular and hexagonal prisms) extruding long thin fibres. With this series of experiments we showed that by the addition of an electrolyte to the water phase, we are able to reduce the concentration of the ionic surfactant necessary to produce shapes from 1 mM to 0.04 mM (∼25 fold).
In our general classification of shape-inducing surfactants5 these two fall into Group B. For this group, shape transformations start around the oil melting temperature, i.e. Td ≈ Tm. They are able to form very strong (thick) interfacial layers and typically form hexagonal and other platelets, as well as relatively stiff rods. These include formation of perforated fluid platelets that maintain their outer shape integrity after the thin liquid film in their middle spontaneously breaks. All previously reported results for polysorbate surfactants are obtained at fairly high surfactant concentration (1.5 wt% surfactant concentration, which is 11.75 mM for Tween 40 and 11.56 mM for Tween 60)4,5,30–32 and the minimum concentration that induces transitions is unknown.
The Brij-class alcohol ethoxylates C18EO10 (Brij S10), C18EO20 (S20), C16EO10 (C10), and C16EO20 (Brij58) are well suited to align efficiently at liquid interfaces, to support stabilization of dispersed phases, commonly oil-in-water emulsions. They also induce shape transformations and were previously5 classified as Group A (C18EO10, C18EO20, C16EO10; induce shapes above the melting temperature of the oil) and Group C (C16EO20, like C16TAB, induces shapes below the melting temperature).
We measured the interfacial tension on the hexadecane/water interface as a function of the surfactant concentration at fixed temperature. The values we determined for CMC are 0.022 mM for Tween 40 and 0.011 mM for Tween 60. These are close to values reported in the literature at this temperature (0.033 mM for Tween 40 and 0.0167 mM for Tween 60),33 though neither of the values is very reliable, and do change for both different suppliers and batches. While the values are not exact, they are by almost 3 orders of magnitude lower than the concentrations at which the self-shaping was previously studied (0.022 mM of Tween 40 is ∼500 times more dilute than the initial 1.5 wt% sample). Just like for the other surfactants, we expect we would see shape changes near these values of CMC. And the CMC we obtained by surface tension are 0.069 mM for Brij S20, 0.0408 mM for Brij 58, 0.126 mM for Brij C10, 0.61 mM for Brij S10.
The results from the second experimental procedure are presented on the second row of Fig. 3. In this case, we observe formation of flat platelets even at 0.01 mM Tween 40, see Fig. 3B, as opposed to the emulsion droplets prepared by first procedure, see Fig. 3A. The observed differences in the behaviour of the alkane droplets indicate that the denser absorption of surfactant at higher concentration is maintained upon dilution in procedure #2, i.e. no complete equilibration was reached. This could be either due to the presence of a barrier to desorption or (more likely) the difference in kinetics of exchange.
We also analysed the effect of the cooling rate, see Fig. 3D and E. It can be seen that depending on the rate of cooling, the droplets are able to reach different stages of the evolutionary scheme, i.e. slower cooling rates ensures more time for the drops to transform their shape and to elongate into rods and ellipsoidal droplets connected by thin fibres. It's shown that the cooling rate does not affect the order of the shape change sequence.
By the first experimental procedure, in which we do not perform an additional dilution of the surfactant solution, the minimum surfactant concentration (∼0.01 mM) necessary to observe drop shape transformations is somewhat below the measured CMC value. At this surfactant concentration, the droplets have enough surfactant molecules on their surfaces to template the plastic crystal and start the self-shaping with formation of corrugated polyhedral, which upon further cooling freeze in this shape. However, the system cannot proceed to the next stages of the self-shaping evolutionary scheme, even at much slower cooling rate of 0.05 K min−1, which is known to induce changes more easily.
Further increasing the concentration of the surfactant leads to an increased probability for formation of different shapes. In the concentration range between 0.01 and 0.05 mM, the C16 drops are able to transform their shapes only to regular and corrugated polyhedra and irregular 3D shapes, see Fig. 4A. The later stages of the evolutionary scheme, such as flat platelet shapes (hexagons, triangles, rhombus), rods and thin fibres, can be reached by increasing the concentration of Tween 60 above 0.1 mM at around 18 °C, see Fig. 4B and C. Similarly to the experimental results obtained with Tween 40, the experiments with emulsions prepared by the 2nd experimental procedure yielded lower minimum concentrations necessary to produce self-shaping compared to the 1st procedure. The procedure also affected significantly the final-stage shapes which could be obtained at a given surfactant concentration. Whereas the C16 drops stabilized by 1.1 × 10−3 mM Tween 60 (1.5 × 10−4 wt%) and prepared by the first experimental procedure do not transform and freeze into spherical shape at 12 °C, the drops prepared by the second experimental procedure (with the same final surfactant concentration) transform their shape all the way to flat platelets of triangles and parallelograms. The minimum concentration to induce shapes was much lower with the second procedure, ∼2 × 10−4 mM (3 × 10−5 wt%), see Fig. 4D–F. In this case the drops could reach only the initial stages of the evolutionary scheme (formation of polyhedra or hexagons) upon cooling and eventually freeze in this shape, as shown in Fig. 4E.
To analyse whether the final shapes were the result of a fast cooling rate or of surfactant concentration effects, we decreased the cooling rate 4-fold – from 0.2 K min−1 to 0.05 K min−1, which normally provides sufficient time for all the droplet deformation. Still, similar results were obtained: the hexagon was the furthest shape in the evolution tree formed before droplet freezing, see Fig. 4F. Below surfactant concentration of 1.1 × 10−4 mM, i.e. 1.5 × 10−5 wt%, the process of self-shaping stops completely and all the alkane droplets freeze into a spherical shape. In this case, packing of the molecules is not tight enough, and the plastic phase cannot form, or cannot counteract the corresponding higher surface tension of the droplets at these reduced concentrations, so no self-shaping phenomenon can be observed.
The analysis yields a narrow range for the critical concentrations necessary to induce shapes. For emulsions prepared by the experimental procedure 1, the critical concentration is just below the CMC (0.01 mM vs. CMC ∼ 0.011 mM). When diluting from an emulsion with concentrated surfactant (second procedure), the critical concentration in solution is 50× lower.
Our observations confirm that the concentration at which shape changes first appear is close to the CMC, usually around 0.7 × CMC the droplets changed shaped at around at 10–12 °C (Fig. 5 and Table S3, ESI†). Fig. S3–S7 in the ESI,† show the droplets freezing/shape changes at different surfactant concentrations. These include the formation of rechargeable droplet swimmers34 shown in Fig. S3 and S7 (ESI†), in the presence of fluorescent dyes. Such minimal systems are of interest both in origin of life studies35 and in growing bottom-up robotics.36,37
First, a 1:
1 wt/wt surfactant mixture was prepared at a total concentration of 1.5 wt%. Hexadecane droplets of 15 to 20 μm were cooled at a constant rate of 0.2 K min−1, as in the previous experiments. Fig. 6A depicts the three different states of surfactant molecules as found in our system – in micelles, a small fraction existing free in solution, and adsorbing and packing at the surface of oil drops. Due to its shorter chain length, Tween 20 cannot effectively template the formation of the alkane rotator phases and disrupts the templating from Tween 60. However, Tween 60 has higher surface activity, so the fraction of Tween 60 at the interface is much larger than the 1
:
1 ratio in the aqueous solution.
To determine the concentration of C12SorbEO20 on the drop surface we assume that the components of Tween 20 and Tween 60 mix ideally in the micelles. Under this assumption, accounting for the composition of the two surfactants, and based on measured CMC and adsorption coefficient values, we find that the fraction of Tween 20 in the bulk composition is close to the fraction in the interfacial composition. This means that the large fraction of long chain surfactants in Tween 20 contributes to the effective adsorption on the liquid interface and the apparently low CMC of the Tween 20 – see ESI.† We also found that the self-shaping process starts when the bulk fraction of C12SorbEO20 is lower than 20%, see Table 1.
Wt ratio in aqueous solution [Tween 60]/[Tween 20] Tween 60 (%) | Concentration of C12SorbEO20 in mM | % surface occupation by C12SorbEO20 | Appearance of self-shaping | |
---|---|---|---|---|
1![]() ![]() |
1.35 | 4.8 | 40 | No |
1![]() ![]() |
13.2 | 4.2 | 37 | No |
1![]() ![]() |
23.4 | 3.7 | 34 | No |
1![]() ![]() |
50 | 2.4 | 26 | Yes |
2![]() ![]() |
66.7 | 1.6 | 19 | Yes |
We also perform experiments with a mixed set of non-ionic surfactants with the same heads but one with a tail similar to the alkane oil (Tween 60, C16SorbEO20 + C18SorbEO20) that induces shapes and one with a much shorter one does not (Tween 20). In experiments we vary the bulk surfactant fraction of C12SorbEO20 from 40% to 19% and found that at 26% surface coverage and below of C12SorbEO20 we observe self-shaping.
In the context of surface coverage of a surfactant in an experiment with a simple visual readout (as in Fig. 6B and C) this approach would allow us to receive accurate information about molecular orientation and packing on the surface (and the formation of rotator phase beneath the surface layer), which was previously only possible to find out by much more expensive, rare, and time-consuming techniques. One could then easily and effectively switch on and off the shape transformations of oil droplets by controlling solution concentrations. Such precise guidance of interfacial layer composition would enable further fundamental experiments into the molecular basis for inducing such phase transitions.
The discovery of minimum requirements needed for shaping droplets has potential for scalable manufacturing of anisotropic structures from monomer droplets.7 and development of multi-functionality by sequential interpenetration,38e.g., super-capacitance,39 programmable actuation,38 and self-sensing.40 Bottom-up, sustainable growth of active particles could be enabled by the minimal surfactant and mixed surfactant criteria established here.
This work is partially supported by the Operational Program “Science and Education for Smart Growth”, Bulgaria, grant number BG05M2OP001-1.002-0012.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d1sm01326b |
This journal is © The Royal Society of Chemistry 2022 |