Abhishek
Rajbanshi
abc,
Marcelo Alves
Da Silva
b,
Najet
Mahmoudi
d,
Agnieszka
Janeczek
e,
Allison
Shaw
e,
Jonathan
Dawson
ef and
Michael Thomas
Cook
*a
aUCL School of Pharmacy, University College London, London, WC1N 1AX, UK. E-mail: a.rajbanshi@ucl.ac.uk; michael.t.cook@ucl.ac.uk; Tel: +44 (0)2077535800
bSchool of Life and Medical Sciences, University of Hertfordshire, Hatfield, AL10 9AB, UK. E-mail: m.da-silva2@herts.ac.uk
cInstitute of Pharmaceutical Science, King's College London, London, SE1 9NH, UK
dISIS Muon and Neutron Source, Rutherford Appleton Laboratory, Harwell, Oxford, Didcot OX11 0QX, UK. E-mail: najet.mahmoudi@stfc.ac.uk
eRenovos Biologics Ltd, Science Park, 2 Venture Rd, Chilworth, Southampton, SO16 7NP, UK. E-mail: agnieszka.janeczek@renovos.co.uk; allison.shaw@renovos.co.uk; JID@soton.ac.uk
fInstitute of Developmental Sciences, Faculty of Medicine, University of Southampton, Southampton, SO16 6YD, UK
First published on 28th November 2023
This investigation seeks to integrate LAPONITE® clay gels with thermoresponsive branched copolymer surfactants (BCSs) to develop advanced functional materials with temperature-induced sol–gel behaviour. It is known that a diverse range of molecules adsorb strongly to clays which may be used to control liberation of the species in healthcare applications, and as such the development of polymer/clay hybrid materials which can add function to the native clay behaviour are of great interest. BCS were synthesised with a structure that encompasses poly(ethylene glycol)methacrylate (PEGMA), ethylene glycol dimethacrylate (EGDMA), and dodecanethiol (DDT), conferring versatile and tuneable thermoresponsive attributes. Systematic modulation of the monomer:DDT/initiator ratio was used to facilitate the synthesis of BCS architectures spanning a range of molecular weights. Through application of small-amplitude oscillatory shear (SAOS) rheology and small-angle neutron scattering (SANS) in conjunction with controlled temperature variations, the sol–gel transition dynamics of these nanocomposite materials were elucidated. Complementary insights into the mechanisms underpinning this transition and temperature-induced alterations in the constituents are gleaned through the utilization of SANS techniques employing contrast-matching methodologies to mitigate clay and polymer scattering interference. It is found that heating systems from room- to body- temperature induces self-assembly of BCS in the bulk aqueous phase with concurrent structuration of clay in gel-forming samples with lower number average molecular weight (Mn). SANS study unpicks this phenomenon to find that gelation occurs with concurrent aggregation of BCS in the bulk, inducing clay–clay interactions only in lower Mn BCS systems with large nanoaggregates.
Clay gels can be reinforced with polymers to give composite materials of modulated rheology. Poly(ethylene oxide), for example, is known to adsorb to LAPONITE® clays and increase the elasticity of the system.8,9 This approach can also induce new phenomena at select concentrations and molecular weight of polymer, such as the production of “shake gels” in which the gel phase occurs only after application of shear. It has been shown that the clays may be combined with stimuli-responsive polymers to give nanocomposite materials with innate advantages of each component.10,11 Particularly, the response to temperature has shown to impart desirable behaviours to clay gels. For example, Sun and Raghavan demonstrated that mixtures of pluronic F127, a poly(ethylene oxide)99-b-poly(propylene oxide)65-b-poly(ethylene oxide)99 copolymer, with LAPONITE® gave a material which exhibited sol–gel transition temperature (Tgel), switching from a low viscosity Newtonian fluid to gel state when heated above 65 °C.12 This effect has also been seen in composites of clay with poly(lactide-co-glycolide)–poly(ethylene oxide)–poly(lactide-co-glycolide)13 or poly(lactide-co-glycolide)–poly(ethylene oxide)14 (Tgel 30–80 °C), as well as poly(2-methyl-2-oxazoline)-b-poly(2-n-propyl-2-oxazine) (Tgel 15 °C).15
Branched copolymer surfactants (BCSs) have been demonstrated to enable pH-dependent sol–gel transitions in emulsion systems by Weaver and co-workers.16–18 In these systems, a BCS containing poly(methacrylic acid) was demonstrated to effectively stabilise oil-in-water emulsions and gave rise to sol–gel behaviours through switching pH from below the pKa (sol) to above the pKa (gel). The gel phase in this system was believed to be supported by co-operative H-bonding between BCS allowing droplet–droplet interaction to form a gel phase. Recently, branched copolymer surfactants containing thermoresponsive components with a lower critical solution temperature (LCST) have been shown to form emulsions with sol–gel transition upon heating.19–21 The advantage of this system is that the BCS, unlike many block copolymer architectures, may be produced in a single pot under scalable conditions using the “Strathclyde approach”,22 simply requiring the monomers and initiators to undergo nitrogen purge and heating in ethanol, a sustainable solvent.23,24 The synthetic approach allows control of many factors in the thermoresponsive BCS, which is composed of an LCST-imparting monomer, poly(ethylene glycol)methacrylate (PEGMA); ethylene glycol dimethacrylate (EGDMA), as a cross-linker to induce branching, and dodecanethiol (DDT), as a chain transfer agent to impart C12 terminal groups.19,24 Resultant BCS structures impart varied and controllable thermoresponsive behaviours to oil-in-water emulsions,21 including the induction of gelation upon heating, however their utility for alternative dispersions, such as clays, has not been explored. Considering the structural similarity of the PEGMA component to poly(ethylene oxide), the potential that BCS will interact with clays was considered as a positive attribute in their selection for composite materials. The BCS architecture has several advantages over the competing systems, giving a one-pot scalable synthesis without the need for anhydrous conditions or heavy metals. The process is capable of routinely producing ca. >40 g of material on a lab scale and the composition of the polymer is easily modified by changing the feed monomers. As such, the BCS system has demonstrated great versatility with a range of feed materials.24–26
The formation of nanocomposite materials from LAPONITE® and thermoresponsive BCSs has been explored to generate new advanced functional materials. BCS architectures were produced composed of diethylene glycol methyl ether methacrylate (DEGMA), PEGMA, EGDMA, and DDT, with control of monomer:DDT/initiator ratio to give a range of molecular weights. Thermoresponsive behaviour has been explored by small-amplitude oscillatory shear (SAOS) rheology to identify materials which exhibit a sol–gel transition at a physiologically relevant range to allow in situ gelation on contact with the body's temperature. The mechanisms underpinning this transition have been explored by small-angle neutron scattering (SANS) with temperature, using contrast-matching techniques to selectively obscure scattering from clays and polymer, elucidating temperature effects on both components.
Sample ID: | DEGMA (mmol) | PEGMA (mmol) | EGDMA (mmol) | DDT (mmol) | AIBN (mmol) |
---|---|---|---|---|---|
1 | 174 | 6 | 12 | 12 | 1.2 |
2 | 174 | 6 | 12 | 8 | 0.8 |
3 | 174 | 6 | 12 | 6 | 0.6 |
4 | 174 | 6 | 12 | 3 | 0.3 |
The number average molecular weight (Mn) and polydispersity index (Đ) of 1–4 were determined using an Agilent 1260 Infinity II GPC equipped with a refractive index (RI) detector. The system was equipped with 2 × Agilent Varian PLGel 5 μm mixed D column. 0.1% w/v lithium bromide in dimethylformamide was used as the eluent, at a flow rate of 0.8 mL min−1 with the column temperature set at 30 °C. The system was calibrated with Agilent Easivial poly(methyl methacrylate) (PMMA) standards with Mn ranging from 370 to 364000 g mol−1 (R2: 0.9998). All samples were prepared in dimethylformamide at a concentration of 2 mg mL−1 prior to analysis.
For the fitting of SANS data, the scattering intensity I(q) can be written as follows:
I(q) = A(P(q)AS(q)A) + BKG |
In the case of fitting multiple scattering objects, the expression can be expanded to include further P(q) and S(q) terms. For this work, the BCS/clay mixtures give rise to two scattering signals corresponding to each object, and in some instances a further power-law form factor was required to fit the low q region. Therefore, I(q) is expressed as:
I(q) = A(P(q)AS(q)A) + B(P(q)B) + BKG |
P(q) terms used in this study are ellipsoidal, cylindrical, and power law form factors, available in the SASview package and expressed formally elsewhere.30,32 In the absence of S(q), which contains volume fraction terms, A and B expressed the volume fraction of the scattering object. When the object was believed to be laponite, the volume fraction was determined using the density of laponite. In BCS systems, this was initially approximated using the density of poly(ethylene oxide), such that the weight fraction was approximately equivalent to the volume fraction and fit if required, due to uncertainty in the degree of hydration and density of the BCS. The scattering length density of the solvent systems were calculated and the BKG was approximated by the limit of I(q) at high q. All remaining parameters were fit by the SASview program. When a structure factor was required the inbuilt “radius_effective_mode” was set to “average curvature” in the first instance, and unconstrained if required.
Sample ID: | M n (kg mol−1) | M w (kg mol−1) | Đ |
---|---|---|---|
1 | 8.2 | 18.5 | 2.3 |
2 | 10.8 | 33.0 | 3.1 |
3 | 14.1 | 68.3 | 4.8 |
4 | 21.3 | 180.9 | 8.5 |
The addition of 10 wt% BCS to the LAPONITE® gel imparted several different behaviours to the native nanoclay gel. From initial observation by eye, all materials were freely-flowing transparent liquids at room temperature. Mild heating to 37 °C resulted in turbidity in all samples and the appearance of a homogenous gel-like phase in the 8.2 (1) and 10.8 (2) kg mol−1 BCS/clay mixtures, without any phase separation observed. Of note, the system only exhibited this thermoreversible gelation when clay was dispersed in water prior to addition of BCS. The reverse order of addition did not elicit this response. SOAS temperature ramps were then conducted to evaluate these transitions (Fig. 3). The 8.2 kg mol−1 BCS 1/clay (10/3 wt%) mixture underwent sol–gel transition with Tgel occurring at 40 °C. Below this temperature the system was liquid-like (tanδ > 1) with low viscosity (G′′ ca. 0.1 Pa). At 40 °C, the material became a predominantly solid-like (tanδ < 1) soft gel state reaching a G′ maxima at 46 °C of 213 Pa. Above Tgel, the value of tanδ was equivalent to the 3 wt% LAPONITE® gel, having an a value ca. 0.11. Above 46 °C, the material began to soften, with G′ reducing to 15 Pa at 50 °C. The 10.8 kg mol−1 BCS 2/clay system also exhibited thermoresponsive gelation, with Tgel exhibited at 30 °C with a G′ maxima of 130 Pa at 37 °C (tanδ ca. 0.13). Above 42 °C, the reverse transition was observed, with the mixture switching back to a liquid-like state with tanδ > 1. This softening is proscribed to phase separated domains which appear in the system at elevated temperatures, occurring at lower temperatures as the larger Mn polymer 2. Neither the 14.1 kg mol−1 BCS 3 or 21.3 kg mol−1 BCS 4 gave thermoresponsive gelation, but the BCS 3/clay mixture showed weak thickening event at ca. 30–40 °C. By comparison, BCS solutions alone at 10 wt% concentration in water exhibit liquid-like behaviour at both room and body temperature (Fig. 2v). It is known that BCS solutions alone thicken at 20 wt%,20 however the materials formed are weak, have tanδ > 1, and the concentrations reported in these clay/BCS composites are below the concentration needed to impart this thickening. Thus, the behaviour of BCS in the bulk alone does not explain the thermoresponsive gelation observed in BCS 1 and 2.
SAOS frequency sweeps were conducted on two nanoclay mixtures of 1 and 3 to probe the different rheological features of a gel-forming system (1) and a non-gel-forming system (3), with Mn 8.2 and 14.1 kg mol−1, respectively (Fig. 4). This gave exploration of frequency dependence of G′ and G′′ on a thermoresponsive gel (1/clay) and a non gel-forming mixture (3/clay). The 1/clay mixture exhibited a high frequency dependence of G′ and G′′ at 20 °C with a dominance of liquid-like behaviour at low frequencies. G′ and G′′ never exceeded 0.2 Pa. Overall, this indicates the mixture behaved as a weak viscoelastic fluid. Measurement of frequency-dependence was also probed at 50 °C to explore the rheological features above the LCST transition. At 50 °C the material had switched to a stronger gel state, characterised by a low frequency dependence of G′ and G′′ at elevated absolute values of 20 and 8 Pa. The BCS 3 behaved as a weak viscoelastic fluid at both temperatures studied.
The SANS study of the 3 wt% LAPONITE® is shown in Fig. 5, with fitting parameters in ESI.† Signals from scattering can be observed in the 100 and 17% (v/v) D2O solutions, however no features are observed in the 69% (v/v) contrast, demonstrating effective masking of the LAPONITE® system. In accordance with the rheological analysis, no substantial change in signal was observed with temperature change. Fitting was conducted with the following parameters fixed: volume fraction (0.0118, assuming a density of LAPONITE® equal to 2530 kg L−1),3 SLD of scattering object (4.2 × 10−6 Å−2, equivalent to LAPONITE®), and SLD of solvent (6.37, 4.22 or 0.62 × 10−6 Å−2 for the 100, 69, and 17% (v/v) D2O contrasts). Background incoherent scattering was estimated from the limit of I(q) at high q. All samples could be fit to a cylindrical form factor of length < diameter, indicative of a disk-like structure, with uniform SLD.38 The length of the cylinder, which can also be considered the thickness of the disk, was determined to be between 6–7 Å, whilst having a radius of 120–130 Å (Table S1 and S2, ESI†), consistent with prior knowledge that the laponites are ca. 1 nm thickness with diameter of 25 nm. The SANS provides not only confirmation of the disk nanostructure, but also affirms that temperature induced no structural changes over the range measured. No correlation peaks were observed and the fitting required no structure factor to be present, providing evidence that there is not close association between the disk forms. The lower limit of q (1.56 × 10−3 Å−1) is associated with a distance (d) of ca. 4028 Å by the relation d = 2π/q. Thus, there is no evidence of regular distancing of the disks within this range. It is therefore postulated that the Wigner glass model is more likely than the house of cards structure in this sample, in accordance with studies by Becher et al.4
Fig. 5 SANS of 3 wt% LAPONITE® clay at 100, 69, and 17% v/v D2O (in H2O), with the latter two contrasts matching out LAPONITE® and polymer, respectively. Lines represent a fit to the data shown as open circles, using the form factor inset. SANS data with error is included in Fig. S1 and S2 (ESI†). |
The BCS/lapornite composite gels were then studied by SANS under the same three contrasts, i.e. 100, 69, and 17% (v/v) D2O. Initially, the 69% (v/v) D2O contrast is discussed (Fig. 6), in which the LAPONITE® clay is matched to the solvent and thus and scattering present arises from BCS and BCS supramolecular structures. All systems could be fit to a combination of ellipsoidal form factor with a “sticky hard sphere” structure factor with an additional power law which appears as an upturn at low q. The “sticky hard sphere” model describes particles as hard spheres that can stick together upon contact. The “stickiness” parameter in this model quantifies the strength of the attraction between particles at the point of contact. The low q upturn fit to a q−4 power law, indicating the presence of larger objects with smooth interfaces.39 Parameters for this fitting are included in Tables S4–S6 (ESI†).
Fig. 6 SANS of 10 wt% BCS/3 wt% LAPONITE® clay in 69% v/v D2O (in H2O), calculated to contrast match laponite. Lines represent a fit to the data shown as open circles, using the form factor inset. El: ellipsoid, SHS: sticky hard sphere, PL: power law. SANS data with error is included in Fig. S3–S6 (ESI†). |
The mid-to-high q region (ca 5 × 10−3 < q < 0.1 Å−1) of the BCS/LAPONITE® gels in 69% (v/v) D2O (Fig. 5) shows features dominated by the ellipsoidal form factor with a sticky-hard-sphere structure factor. In all systems, the ellipsoidal nano-objects are oblate, having equatorial > polar radii (Fig. 7). This is consistent with prior SANS and TEM study of the BCS solutions in D2O (in the absence of clay) and thus is believed to indicate the presence of BCS aggregates in the bulk. The oblate geometry is attributed to steric constraints from the branched structure not allowing it to take the required curvature to permit the thermodynamically-preferred spherical morphology often seem in linear micellar systems.20 In all systems both polar and equatorial radii of the BCS aggregates increased upon heating from 20–45 °C. This is attributed to the increased hydrophobicity of the poly(DEGMA) component of the BCS undergoing LCST transition over this range, driving nanostructural rearrangements for example the aggregation of smaller aggregates into larger ones due to reduced stability on heating. The counterintuitive decrease in these radii with increasing Mn is a likely indicator that the larger Mn polymers form nano-objects with lower aggregation numbers.
The low q region of the BCS/LAPONITE® gels in 69% (v/v) D2O, ca. q < 5 × 10−3, gives an indication of structural features larger than the q range measured by the presence of an upturn, particularly noticeable at 20 °C. The feature is fit to a q−4 decay which describes objects with a sharp interface without resolving any dimensions for the scatterer, which in this case are expected to be larger than the limit of low q.40 The feature is present only at 20 °C in the 8.2 kg mol−1 BCS 1/clay system, disappearing at 35 and 45 °C. Again, the feature is most prominent at 20 °C in the 10.8 kg mol−1 BCS 2/clay sample, and barely detectable at 35 °C. By 45 °C no upturn at low q is observed. The feature remains observable at all temperatures for the 14.1 and 21.3 kg mol−1 BCS 3 and 4/clay composites. Thus, it is believed that in these materials there are additional larger-scale structures unresolvable by SANS at 35 and 45 °C, i.e. above LCST of poly(DEGMA).
The 17% v/v D2O/H2O contrast was intended to probe the structure of LAPONITE® in polymer/clay composites, where the SLD of this mixture (0.62 × 10−6 Å−2) aimed to match that of the PEGMA/DEGMA component of the BCS. The DDT component is expected to have a significantly different SLD (ca – 0.37 × 10−6 Å−2) so all the components of the BCS cannot be matched in a singled contrast. In BCS 3 (14.1 kg mol−1) solutions alone, no features were observed at 20 °C, with a weak intensity scattering present at 35 and 45 °C which is believed to be due to this DDT component and any small deviations in SLD from expected values for PEGMA/DEGMA (Fig. 8). For the BCS/clay composites there was no evidence of changes to clay structure at 20 °C as the features present could be adequately fit with a disk-type form factor as per the clays without polymer (Fig. 8 and Fig. S9–S12, ESI†). Heating the systems to 35 and 45 °C gave rise to the appearance of increased scattering at low q. The magnitude of this scattering increase was ca. 10-fold higher than that seen for the BCS solution alone at the same concentration without clay. This data could not be fit by simple addition of the two individual form factors, which did not give sufficient intensity of the low q feature (ca two-fold lower), or by increased volume fraction of the form factor arising from the BCS aggregates measured in 17% v/v D2O, which did not fit the mid (q) region (Fig. S13, ESI†). It was possible to fit the data by application of a squarewell structure factor to the disk form factor which describes the scattering from clay. The squarewell model describes particles as hard spheres with an attractive potential extending a finite distance beyond the particle surface, like a “well” around each particle. In addition to hard-core repulsion, it includes a square well potential, where the attractive force between particles is constant over a certain range outside the particle surface and then abruptly drops to zero. This model is suitable for systems where the attractive forces between particles with specific interaction ranges.30 While this model is strictly designed for spheres it is a reasonable approximation for other particle shapes. It can be seen that the intensity of scattering at low q is dependent upon the molecular weight of BCS, leading to decreased scattering at higher Mn. The 21.3 kg mol−1 BCS/clay composite shows scattering only from the clay disk. Assuming this scattering arises from clay–clay interaction, inferred from the presence of the structure factor, then lower Mn more effectively drives intimate contact of the clay nanodisks. This is in-line with rheological experiments which indicated thermoreversible gel formation only in the 8.2 and 10.8 BCS/clay composites. Thus, it is believed that the ability of lower Mn systems to form large aggregates is more effective in driving clay-interactions to form a gel phase. It is also possible that the higher relative abundance of hydrophilic PEG groups to the hydrophobic DDT component renders the higher Mn BCS active on the clay face even above LCST, considering PEG's strong interaction with clays.9 All samples exhibited an upturn at low q which was not fit due to the high error on the measurements.
Fig. 8 SANS of 10 wt% BCS/3 wt% LAPONITE® clay in 17% v/v D2O (in H2O), calculated to contrast match PEGMA/DEGMA of BCS. Lines represent a fit to the data shown as open circles, using the form factor inset. Cyl: cylinder, SqW: square well. SANS data with error is included in Fig. S9–S12 (ESI†). Parameters from fitting are included in Tables S7–S9 (ESI†). |
– Disruption of gel formation in LAPONITE® clay solutions by BCS indicates interaction of polymer and clay to alter surface characteristics and disrupt formation of Wigner glass state.
– Temperature drives formation of ellipsoidal aggregates of BCS in the bulk for all Mn studied.
– Lower Mn BCS 1 and 2 drive the intimate contact of clays above LCST of DEGMA, allowing gel formation. It is possible that the larger aggregates formed in the 8.2 and 10.8 kg mol−1 BCS 1 and 2/clay composites provide sufficient steric bulk to force contact between LAPONITE® disks. This process is shown as a simplified schematic in Fig. 9.
In comparison with existing thermoreversible clay gels, the BCS system gives the advantage of its scalability and functionality, as well as the transitions exhibited by the composite gels. These materials are typically exploited for in situ gelation on heating to physiological temperature, either for drug delivery or cellular applications such as biofabrication, and thus it is desirable for sol–gel transition to occur between room (ca 25 °C) and body (ca 37 °C) temperature. Poloxamer 407/clay materials have been shown to exhibit a gelation temperature of 65 °C, far above that required for healthcare or cellular applications.12 Poly(oxazoline)/clay materials give this transition at 15 °C, requiring refrigeration to enter the liquid state, thus causing concerns with processing or application in this form.15 Poly(lactide-co-glycolide)–poly(ethylene oxide)–poly(lactide-co-glycolide)/clay mixtures give gelation temperature of ca. 30–80 °C dependent on concentration, and thus under specific conditions may give the desired in situ gelation behaviour.13,14 However, these materials are costly, hydrolyse in water, and require heavy metal in their synthesis, creating problems for translation. The BCS architecture, in this context, gives an ideal platform for the generation of future polymer/clay composites responding to alternative stimuli as well as defining Mn requirements for sol–gel behaviours.
Future studies are required to further probe ageing effects in these composite materials which are problematic in conventional clay gels. The current study ensured equivalent ageing between samples of 24 h, however temporal effects on the behaviour of the systems are not yet known. The future view for these materials is that they be utilised for bioprinting or healthcare applications, requiring study of cellular compatibility and/or toxicological assay, in addition to performance testing. Furthermore, rheological analysis at the target application temperature is required. Whilst cationic surfactants in particular are known to cause cell lysis, non-ionic polymeric surfactants, like the BCS, have previous utility in pharmaceuticals at high concentrations, for example polysorbate 20 appears in medicines at up to 15 wt%.41 Future studies will seek to probe compatibility in vivo or on 3D culture models where the presence of an epithelial barrier is likely to mitigate the possibility of false positives relative to 2D culture.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3sm01271a |
This journal is © The Royal Society of Chemistry 2024 |