Open Access Article
Muthanna
Abdulkarim
*ab,
Cátia
Neto
a,
Flavia
Laffleur
c,
Victor
Ramos-Pérez
d,
Andreas
Bernkop-Schnürch
c,
Salvador
Gómez Borros
e and
Mark
Gumbleton
a
aSchool of Pharmacy & Pharmaceutical Sciences, Cardiff University, Cardiff CF14 3NB, UK
bDepartment of Pharmaceutical Sciences, College of Pharmacy, Alfaisal University, P.O. Box 50927, Riyadh 11533, Saudi Arabia. E-mail: malbaldawi@alfaisal.edu; Tel: +966 11 215 (8978)
cDepartment of Pharmaceutical Technology, Institute of Pharmacy, University of Innsbruck, Innrain 80/82, 6020 Innsbruck, Innsbruck, Austria
dInternational Business and Productive Unit Woundynamics and Hospital Care, IHT Group, 08185 Lliçà De Vall, Catalunya, Spain
eGrup d'Enginyeria de Materials (GEMAT), Institut Quimic de Sarrià, Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain
First published on 18th September 2025
Densely charged but neutral sulfobetaine polymeric micelles (PMs) were designed with the aim of efficiently permeating the intestinal mucus and releasing the intact peptide cargo close to the intestinal epithelial surface. Using RAFT chemistry, butyl methacrylate and dimethyl aminoethyl methacrylate copolymers were synthesised and then reacted with propane sultone to form amphiphilic block copolymers comprising hydrophilic zwitterionic sulfobetaine and lipophilic butyl methacrylate (BMA). Small (diameter <50 nm), spherical BMA–sulfobetaine PMs with a near neutral surface charge potential and loaded with a model peptide cargo, the GLP1-agonist peptide exenatide, were then formed by nanoprecipitation. In vitro peptide release studies from the PMs showed that less than 0.9% of the peptide load was released within the first 2 h (i.e. there was no ‘burst’ effect), with the release unaffected by highly acidic conditions. Thereafter, a sustained release was evident with 43% of the peptide load released in 24 h. In vitro screening (cytotoxicity assay) showed that the PMs did not cause loss of epithelial cell viability. Multiple particle tracking showed that the PMs were very highly permeant through the intestinal mucus. An in vivo non-clinical rodent pharmacokinetic study demonstrated the oral delivery of the exenatide-loaded PMs to achieve an extent of peptide bioavailability of 13% relative to subcutaneous (s.c.) exenatide solution injection. A pharmacodynamic study showed the efficacy of the oral exenatide-loaded PMs with significant reductions in blood glucose following a glucose challenge test. In conclusion, a novel family of sulfobetaine PMs have been demonstrated as stable carriers, efficiently permeating the intestinal mucus and with the potential for exploitation in the oral delivery of therapeutic peptides.
Currently there are more than 60 therapeutic polypeptides in the global market and over 150 agents at different stages of development.7,8 Most of these peptides have short half-lives resulting in more frequently repeated daily injection doses that may impair patient adherence.9 A major growth area in pharmaceutical technology is the oral delivery of peptide hormones. The potential for the oral administration of glucagon-like peptide 1 (GLP-1) agonists exemplifies the possibilities and need.10 These agents can provide effective control of blood glucose levels and promote central satiety, leading to weight loss benefit, an outcome impacting not only type 2 diabetes mellitus but also a number of other chronic conditions.11,12 Currently, only one of the six marketed GLP-1 agonist products is administered orally (semaglutide)13,14 with a reported extent of bioavailability of 1%.15
Nanoparticles (NPs) may efficiently protect orally delivered peptides in the gastro-intestinal lumen16 although the strategy does not necessarily prevent the NPs from entrapment in the intestinal mucus and failure to reach the absorption surface.17 Our strategy to improve the mucus permeation of nanocarriers is to design ‘slippery nanocarriers’ possessing a highly hydrophilic surface that can reduce interactions with lipophilic components of the mucus and enabling a closer and more prolonged apposition of the nanocarrier with the intestinal absorption surface.18 The principle of ‘slippery surface nanocarriers’ mimics the capsid virus with a very dense distribution of closely aligned negative and positive surface charges, presenting to the exterior a hydrophilic surface that bears an overall near neutral electrical character.19
Polybetaines are zwitterionic (co)polymers characterized by the presence of electrically opposite groups in the same monomer unit;20 each betaine monomer unit possesses a terminal anionic group next to an amino cationic group, with betaine monomers termed sulfobetaine when the anionic species is a sulphate group.21 Previous studies have shown that sulfobetaine film coatings can form an anti-adherent densely charged layer which can minimise electrostatic or lipophilic interactions.22,23 Recent work using carboxybetaine nanotechnology, in which the carboxyl group serves as the terminal anion, showed highly improved oral delivery of insulin.24,25 Hence, synthesising nanosized micelles from sulfobetaine polymers could provide an oral delivery system with exceptional mucus permeation properties. While these sulfobetaine polymers are well known to be anti-bioadherant, the literature has to date not revealed any studies using sulfobetaine nanotechnology for oral delivery of peptides. The hypothesis of this study was therefore that slippery-surface sulfobetaine PMs would have enhanced mucus permeation, allowing these carriers to achieve close proximity to the oral absorption barrier itself, and providing efficient controlled oral delivery of a peptide, e.g. the model GLP-1 agonist exenatide.
For the chemistry in this study, we used the reversible addition fragmentation chain transfer (RAFT) technique to create precise size-controlled sulfobetaine polymeric micelles (PMs) bearing a surface chemistry that minimises mucus interactions through mimicking highly mucus-diffusive viruses. We first synthesised low molecular weight butyl methacrylate (BMA) to serve as the lipophilic segment for the sulfobetaine PMs prior to copolymerising the BMA polymer with different ratios of dimethyl aminoethyl methacrylate (DMAEMA). The BMA
:
DMAEMA copolymers were then reacted with 1,3-propane sultone to form block copolymers of BMA
:
sulfobetaine, again making a variety of PMs with different ratios of BMA to sulfobetaine, with the zwitterionic block serving as the hydrophilic component of the PMs.
With the aim of creating a range (different ratios of BMA
:
sulfobetaine) of small-diameter PMs with neutral surface charge that were highly permeant through the mucus, these PMs were physicochemically characterised using a Malvern Zetasizer Nano ZS and by transmission electron microscopy (TEM). The peptide loading capacity (LD%) and peptide (exenatide) release from the PMs were examined using standard in vitro techniques. The cytotoxicity of the PMs was studied in epithelial cell-culture models, and the diffusive properties of the PMs in the mucus was assessed by a state-of-the-art multiple particle tracking (MPT) technique. The pharmacokinetic (PK) and pharmacodynamic (PD) in vivo effectiveness of the PMs was assessed in a rodent model and with respect to the oral delivery of a medium length GLP-1 agonist peptide, exenatide; the PD impact of peptide delivery explored the responsiveness of the animals to a glucose-tolerance test after having been first exposed to the GLP-1 agonist exenatide delivered via oral and subcutaneous (s.c.) routes of administration.
:
CTA
:
AIBN to 25
:
1
:
0.1, respectively, in order to synthesise BMA block polymers comprising 25 units per chain.![]() | (1) |
In eqn (1), Mn = target MW of the polymer; [mole (monomer)/mole (CTA)] = molar ratio of the monomer to the CTA; MW (monomer) = MW of the monomer; and MW (CTA) = MW of the CTA.
For the synthesis using the optimized ratio, we first dissolved 3.52 × 10−3 moles of the BMA monomer, 1.40 × 10−4 moles of the CTA and 1.40 × 10−5 moles of AIBN in 2 ml of dioxane in a borosilicate glass tube. This medium was flushed with nitrogen gas for 30 min before the reaction was initiated by placing the tube in a silicon oil bath at 70 °C under continuous nitrogen flushing and 100 rpm stirring. The reaction was continued for 6 h (optimised in a pilot study) after which the reaction was stopped by exposure to air.
The BMA polymer produced was then purified by precipitation in excess cold methanol and centrifugation at 2600g for 20 min. The precipitate was washed twice with cold methanol and the supernatant was removed. The final precipitated polymer was dried under vacuum at room temperature ahead of the co-polymerisation steps.
:
30; P2, 60
:
40; P3, 50
:
50; P4, 40
:
60; and P5, 30
:
70. The copolymerisation was carried out for 24 h under the same conditions of BMA polymerisation. The formed BMA–DMAEMA lipophilic di-block copolymers were precipitated in cold hexane (2600g) and the precipitates were washed twice in cold hexane prior to drying under vacuum pressure at room temperature.
:
2, respectively (Scheme 1). The reactions were conducted in THF for three days under mild stirring and under nitrogen as described for other sulfonation reactions.28 The resultant BMA–sulfobetaine di-block copolymer was precipitated in excess acetone, centrifuged (2600g), and then washed twice with acetone before being left to dry under vacuum at room temperature. Each of the resulting BMA–sulfobetaine di-block copolymers was re-designated corresponding to the respective designations used above. Hence, the BMA
:
sulfobetaine di-block copolymers (with different molar ratios of BMA–DMAEMA) were designated respectively as P1S (70
:
30), P2S (60
:
40), P3S (50
:
50), P4S (40
:
60) and P5S (30
:
70).
IR structural spectra were recorded using a Nicolet Magna 560 (Thermo Fisher Scientific, Waltham, MA) with a KBr beam splitter in an evaporated film.
GPC was performed to determine the polymer MW and polydispersity index (PDI). The analysis was performed using an HPLC system (Elite LaChrom system, VWR-Hitachi) equipped with a GPC Shodex KF-603 column (6.0 mm ID, 150 mm) with THF as the mobile phase. The average MW (Mwa) was calculated by comparing the retention time of each assessed polymer with the retention times of polystyrene standards. The polymer PDI was calculated using eqn (2):
![]() | (2) |
:
methanol were 50
:
50 for the P2S formulation, 55
:
45 for P3S, 65
:
35 for P4S and 75
:
25 for P5S. To form sulfobetaine PMs, 5 mg of each di-block co-polymer was dissolved in 500 μl of its specified 2 M NaCl
:
methanol solubilisation medium and then added dropwise at a rate of 20 μl min−1 into 5 ml of a stirred external aqueous phase (PBS pH 6.8) using a programmable syringe pump (Razel, USA). Upon completion, the formed PM suspension was stirred for a further 45 min to ensure the evaporation of methanol prior to PM physiochemical characterisation. Thereafter, sulfobetaine PMs were freeze-dried as follows: PM suspensions were dialysed (molecular weight cut-off, MWCO: 20
000) against 500 ml of PBS at pH 6.8 for 24 h followed by collection of the PM suspension in the dialysis tube. A cryo-protectant (tetrahalose) was added at a weight ratio of 5
:
1 to the total PM weight. The samples were freeze dried for 24 h (ref. 30) and then particle sizes and zeta potentials were measured. For any further studies, freeze dried samples were stored at 4 °C for further studies.
To track the particles using the MPT technique, the dye Lumogen Red was loaded into the PMs during their formation. Here, 5 μg of the dye was mixed with each copolymer prior to the nano-precipitation process.
Sulfobetaine PM characterisation involved the assessment of zeta potential and particle size using a Malvern Zetasizer Nano ZS, standardised using calibration standards. Particle size and zeta potential were measured using both freshly prepared sulfobetaine PMs and resuspended lyophilised PMs at time intervals following formation or resuspension of 0.5 h, 1 h, 2 h, 3 h, 4 h and 6 h at both 25 °C and 37 °C. Particle size and zeta potential were also measured before and after loading with Lumogen Red dye to assess the effect of freeze drying and loading of dye on the physicochemical properties of the particles.
While sulfobetaine PMs can be delivered within enteric-coated capsules to ensure greater protection of the peptide cargo against acid and pepsin, we undertook particle characterisation in acid and pepsin environments. Particle size was measured as above using resuspended lyophilised P5S PMs at 37 °C over a time of 2 h following resuspension. Sulfobetaine P5S PMs were suspended under four conditions: PBS buffer pH 7.2; PBS buffer pH 1.2; PBS buffer pH 7.2 + pepsin; and PBS buffer pH 1.2 + pepsin. The pepsin concentration employed was as previously described31 for such experiments at a concentration of >800 I.U. per ml.
For the MTT assay, MDCK and Caco-2 cells were seeded in 96-well plates (5 × 104 cells per well; 100 μl culture medium) and cultured for 24 h to reach confluence. Freeze-dried sulfobetaine PMs were then re-suspended in culture medium over a concentration range of 105 (polymer concentration of 10 ng ml−1 to 1 mg ml−1). Two control arms were employed: (i) negative control – no treatment, i.e. lacking PMs, and (ii) positive control – no PMs but includes 1% Triton for complete cell lysis. Upon introduction of treatment (or controls), cells were incubated for 24 h after which 10 μl of the MTT reagent was added into each well, followed by further incubation for 4 h. Solubilisation buffer (100 μl) was then added into each well, followed by further incubation for 24 h to enable the solubilisation of any formazan crystals to fully proceed. The absorbance of the wells (corresponding to formazan turnover) was measured at a wavelength between 550 nm and 600 nm and a reference wavelength of 650 nm using an ELISA reader (LT-5000 MS, Taiwan).
:
1, 4
:
1 and 5
:
1 (Table 4). The formation of exenatide–dodecylsulphate was visually confirmed by the formation of a precipitate which was washed and centrifuged at 5000g twice, and then the powder was freeze dried for the next step.
To encapsulate exenatide–dodecylsulphate into the lipophilic core of the sulfobetaine PMs, 1 mg of each BMA–sulfobetaine polymer formula was dissolved in a 2 M NaCl
:
methanol solvent mixture, with the ratio of the solvents varying according to the ratios of BMA to sulfobetaine. For each 1 mg of PMs, 150 μg of exenatide–dodecylsulphate was dissolved in 75 μl of methanol. The solubilised polymer and exenatide–dodecylsulphate solutions were then added dropwise into an aqueous phase (PBS pH 6.8) to allow self-assembly of the PMs with the incorporation of exenatide into the PM core. The PM suspensions were then dialysed (dialysis tubing, MWCO: 20
000) against PBS pH 6.8 for 6 h and the exenatide entrapment efficiency (EE%) (eqn (3)) and % loading capacity (LD%) (eqn (4)) were calculated for the four different sulfobetaine PMs species, ranging from those with a large hydrophilic sulfobetaine segment (i.e. P5S) to a relatively small hydrophilic segment (i.e. P2S).
The exenatide concentration was measured as described by our group previously using the chemiluminescent ELISA technique (Phoenix Pharmaceuticals Inc., linear range of 1 picogram (pg)–10 ng mL−1) using 50 μl of samples.37
![]() | (3) |
![]() | (4) |
All in vitro release studies were conducted using the dialysis tube method, which involved a 1 ml dialysis tube (MWCO: 20 kDa) against 200 ml of external media of PBS buffer pH 6.8 at 37 °C. Studies on the in vitro release of exenatide from all PM formulations (P2S, P3S, P4S and P5S) and the transfer of free exenatide acetate across the dialysis tubing were carried out initially for 8 h in PBS pH 6.8 (at or close to intestinal pH). All experiments involved 150 μg of exenatide as the initial drug mass (either free in solution as exenatide or loaded within PMs) and placed in each dialysis tube. For the PMs, this was 150 μg of exenatide loaded into 1 mg of PM mass making an overall 1.15 mg mass containing the polymer and 150 μg of peptide. Following the initial release studies, the PM formulation which showed the most optimum in vitro release profile (P5S) was subjected to more extended-release studies. They were conducted over 24 h in which the first 2 h studies were carried out in PBS buffer pH 1.2 and then the PM formulation was transferred to PBS buffer pH 6.8 for the following period between 2 and 24 h.
PK studies involved the measurement of exenatide plasma levels up to 10 h after exenatide administration. Ethical issues constrained the volume of blood that could be sampled across the full temporal profile of the PD and PK readouts; hence the PK study was undertaken in a different group of animals to those used for the PD studies. The PD studies included measuring blood glucose levels in response to administration of intraperitoneal (i.p.) injection of 2 g kg−1 glucose using 50% dextrose solution in sterile water (glucose challenge test – GCT).
Before conducting the full scale PK and PD studies, pilot investigations were conducted to determine: (i) the lower limit of quantification (LLQ) for PD measurements (glucose via Glucometer AccuCheck® Active, F. Hoffmann-La Roche AG) and for PK measurements (exenatide blood levels measured using ELISA, Phoenix Pharmaceuticals Inc.); (ii) the timing of peak glucose levels following the GCT; and (iii) the timing of the administration for each treatment arm involving exenatide (PMs, subcutaneous (s.c.) injection, oral solution) relative to peak glucose levels.
PK studies involved three treatment arms without GCT administration (n = 3 animals for each arm): (i) s.c. exenatide solution, dose 20 μg as above; (ii) oral sulfobetaine–exenatide PMs in a suspension, dose of 150 μg of exenatide (=1.15 mg PM mass within which was loaded 150 μg of exenatide); and (iii) oral exenatide solution dose of 150 μg of exenatide. Following exenatide administration, 200 μl of blood samples were withdrawn from the tail vein and plasma was separated and stored at −80 °C until analysis (maximum time between collection and analysis did not exceed three months). Blood sample collections were timed at 0 min, 0.5 h, 1 h, 1.5 h, 2 h, 3.5 h, 6 h, and 10 h after exenatide administration. The s.c. and oral doses of exenatide in the PK study were based on the pilot experiments and the LLQ of exenatide and drew some reference to previous studies performed on the oral and s.c. delivery of exenatide.38–40
For concentration analysis, exenatide was extracted from the plasma samples following the protocol described by Phoenix Pharmaceuticals Inc. Briefly, plasma samples (50 μl) were mixed with an equal volume of an acidic buffer (supplied by Phoenix) and centrifuged for 20 min at 17
000g (4 °C). The supernatants were extracted as per the protocol through an acidified C18 column with the acidic buffer. The eluent was then freeze-dried prior to measurement using luminescent immunoassay (ELISA – Phoenix Pharmaceuticals Inc.) which displayed a linear range of 1–10
000 pg ml−1. Exenatide plasma concentration–time curves were plotted and the data were analysed through non-compartmental approaches. The relative bioavailability of the oral dosed exenatide was determined using eqn (5) from the plasma levels between time 0 h and the last collection of 10 h only.
![]() | (5) |
Note: AUC based only on timepoints 0 to 10 h.
The PD studies involved four treatment arms (n = 4 animals for each arm): (i) GCT i.p. alone (no treatment) comprising the i.p. administration of 2 g kg−1 glucose; (ii) s.c. injection exenatide (dose 20 μg of exenatide into the thigh in 60 μl of PBS solution) 10 min prior to i.p. GCT; (iii) oral sulfobetaine–exenatide PMs (suspension as 1 ml oral gavage with exenatide–dodecylsulphate equal to 150 μg of exenatide dose) administered 4 h prior to i.p. GCT; and (iv) oral exenatide solution (dose 150 μg of exenatide as 1 ml oral gavage) administered 4 h prior to i.p. GCT.
When i.p. GCT followed exenatide administration, the time period between exenatide and i.p. GCT adminstrations was optimised such that peak (near-peak) exenatide plasma levels corresponded to the point of i.p. GCT injection.
For glucose analysis, 40 μl of blood samples were withdrawn from the tail vein at the following times: 0, 0.5 h, 1 h, 1.5 h, 2 h, 3 h, 4 h and 5 h after the respective i.p. administration of glucose as part of the GCT.
Based on pilot studies, a ratio of 25
:
1 (BMA monomer
:
CTA) was used in RAFT chemistry to form 25 BMA units in each polymer chain. The 1H-NMR spectrum of the BMA polymerised for 6 h (Fig. S1A) demonstrates the formation of 24 BMA units (3988 Da), which is in accordance with GPC measurement (Fig. S1B). MW assessment of BMA using 1H-NMR was undertaken by counting the number of BMA units (peak signal A at 3.85–3.95 ppm in the 1H-NMR spectrum) versus a single CTA (1 unit) with a peak signal at 3.15 ppm (Fig. S1A). The 1H-NMR spectrum of BMA also showed overnight polymerisation, resulting in an overgrown BMA polymer (56 units) (data not shown), which supported the observation that 6 h of polymerisation was the typical polymerisation time to achieve the desired (ca. 25 BMA units) degree of polymerisation.
Previous studies have shown that the duration of the RAFT chemistry reaction is critical to controlling the degree of polymerisation of active monomers such as BMA;47 BMA is an active monomer that is known to grow under uncontrolled polymerisation to tens of thousands of grams per mole with very high polydispersity.48 Reducing the time and selecting the appropriate CTA for the RAFT chemistry is essential to obtain a size and composition-controlled BMA polymer.
The GPC profile of BMA polymerised for 6 h (Fig. S1B) showed a MW of 3988 and a PDI of 1.28, which authenticates the suitability of the CTA (2-cyano-2-propyl dodecyl trithiocarbonate) for the controlled polymerisation of BMA (PDI being acceptable within the limit of ≤1.3).27,49 Again, this is consistent with previous studies where the CTA bearing a cyano group has been widely reported for controlled RAFT polymerisation of active monomers such as BMA.50–52
:
DMAEMA di-block copolymer. Table 1 shows the calculated moles of BMA-CTA to DMAEMA reacted with the AIBN initiator for each of the BMA–DMAEMA lipophilic di-block copolymer products, i.e. P1 to P5, which represent, respectively, the BMA
:
DMAEMA molar ratios 70
:
30, 60
:
40, 50
:
50, 40
:
60, and 30
:
70. Fig. S2(A–E) shows the respective 1H-NMR spectra of P1 to P5 copolymers. The 1H-NMR spectra were used to determine (detect) the ratios of BMA to DMAEMA block polymers by comparing the area under the curve of the distinctive signal peak from BMA to that of DMAEMA. In Fig. S2, signal A (3.85–3.95 ppm) represents the methyl group adjacent to the ester groups in BMA, which was compared to signal B (4.15–4.25 ppm) representing the methyl group next to the ester group for DMAEMA (structural description presented to the left in Fig. S2). Table 1 shows the MW of BMA–DMAEMA copolymers detected using the 1H-NMR spectrum by summing the MWs of units in each copolymer.
| Formula | Calculated molar ratio of BMA : DMAEMA (n : m) |
Calculated ratio of DMAEMA to CTA using the RAFT equation | BMA : DMAEMA molar ratio detected by NMR (n : m) |
Ratio of the units in BMA : DMAEMA detected by NMR |
MW of the copolymer detected by 1H-NMR (g mol−1) |
|---|---|---|---|---|---|
| P1 | (70 : 30) |
10.2 | 69 : 31 |
24 : 10 |
5370 |
| P2 | (60 : 40) |
16 | 58 : 42 |
24 : 16 |
6265 |
| P3 | (50 : 50) |
24 | 49 : 51 |
24 : 24 |
7517 |
| P4 | (40 : 60) |
36 | 39 : 61 |
24 : 36 |
9396 |
| P5 | (30 : 70) |
56 | 28 : 72 |
24 : 56 |
12 528 |
Comparing (Table 1) the molar ratios of BMA to DMAEMA detected by 1H-NMR to those calculated using the RAFT equation showed a very high agreement i.e. the number of DMAEMA monomers copolymerised to BMA was consistent with the calculated ratios. This indicates that the degree of polymerisation of the DMAEMA polymer was efficiently controlled by the trithiocarbonate CTA, as in ref. 53; trithiocarbonate as a macro-CTA is broadly described as a good source for di-block and tri-block controlled copolymerisations.54,55
IR analysis was used to investigate the step-by-step structural transformation of the BMA polymer into the BMA–DMAEMA copolymer through the formation of BMA–sulfobetaine copolymers (P2S, P3S, P4S and P5S). Fig. 1 shows the IR spectra of the BMA block polymer (1A), the BMA–DMAEMA di-block copolymer (1B) and the BMA–sulfobetaine copolymer (1C), in which the functional groups within the respective structures are highlighted. The presence of methyl (2850–3000 cm−1), ether (1210–1320 cm−1), ester (1750–1820 cm−1) and amino (1080 cm−1) functional groups indicates the formation of BMA block and BMA–DMAEMA copolymers (Fig. 1A and B). Consequently, the formation of sulfonyl (1030–1060 cm−1) and sulfanol (3200–3550 cm−1) groups confirmed the formation of BMA–sulfobetaine (Fig. 1C).
Moreover, it was clear that the rate of betainisation is related to the ratios of the BMA lipophilic block to DMAEMA. By observing the reactions over 72 h, copolymers with low ratios of BMA (P4S, P5S) were formed at a faster rate (precipitation within the first 24 h) compared to P3S with a slower rate (precipitation observed only after 48 h) and P1S and P2S, which showed no precipitation after 72 h. The addition of acetone to the reaction media increased the betainisation yield (precipitation) of all polymers, with the highest yield obtained for P5S followed by P4S, P3S and then P2S. P1S (70% BMA) showed negligible yields, meaning that the use of this polymer in the formulation of PMs is unreasonable (P1S was not used further for PM formation or study). The retarding effect of the lipophilic block polymer copolymerised with DMAEMA has impacts on betainisation, and was described by Bütün et al. (1997)56 showing that an increase in the ratio of the block polymer (2-diisopropylamino ethyl methacrylate) copolymerised to DMAEMA (from 20% to 40%) resulted in significant reduction in the betainisation of DMAEMA.56 Bütün explained this effect by the steric action of the other block polymer, reducing the ability of the tertiary amine of DMAEMA to react with propane sultone.
Solubilised copolymers were later nano-precipitated in an external phase of PBS pH 6.8 to mimic the intestinal pH (Table 2). After the formation of PMs, particle sizes and zeta potentials were measured at temperatures of 25 °C and 37 °C. Stability in these parameters was studied over 6 h (0.5, 1, 2, 3, 4 and 6 h) to encompass the time of gastric to distal small intestinal transit of particles administered orally to the rat.61,62 Similarly, the effect of freeze drying on the sulfobetaine PM was explored by measuring the particle size and zeta potential over 6 hours after resuspension from the lyophilised state. The impact of the inclusion of Lumogen red (fluorescent dye) loading on the particle size and zeta potential was also studied.
Code BMA : sulfobetaine |
pH 6.8 | Lumogen® loading | Freeze drying | |||
|---|---|---|---|---|---|---|
| Zeta pot. (mV) | Particle size (nm) | Zeta pot. (mV) | Particle size (nm) | Zeta pot. (mV) | Particle size (nm) | |
| Mean (±SD) | Mean (PDI) | Mean (±SD) | Mean (PDI) | Mean (±SD) | Mean (PDI) | |
P2S (60 : 40) |
−2.13 (±1.59) | 28 (0.42) | −1.73 (±2.33) | 28 (0.34) | −4.99 (±4.12) | 26 (0.31) |
P3S (50 : 50) |
−1.82 (±1.12) | 47 (0.48) | −2.12 (±3.19) | 45 (0.46) | −2.78 (±2.52) | 46 (0.36) |
P4S (40 : 60) |
−2.26 (±0.36) | 45 (0.43) | −1.31 (±1.20) | 43 (0.33) | −3.45 (±2.31) | 39 (0.44) |
P5S (30 : 70) |
−0.57 (±0.06) | 49 (0.47) | −2.44 (±1.59) | 48 (0.47) | −1.08 (±2.01) | 51 (0.48) |
Table 2 shows that all sulfobetaine PMs displayed particle sizes below 50 nm with the smallest being 28 nm for the P2S formulation comprising 60% BMA. The associated polydispersity indices ranged between 0.42 and 0.48, indicating a relatively broad distribution. This is mainly due to the very rapid precipitation of the PMs by the nano-precipitation drop-wise approach, which leads to a greater level of heterogeneity with the formation of a very small percentage of polymeric aggregates,63 which, in this study, were not subjected to further filtration removal. The zeta potentials of these PMs were, as predicted by the chemical strategy, close to neutrality with only slightly negative values of −0.57 to −2.26 mV. As mentioned, the small size of the BMA–sulfobetaine PMs is associated with a smaller MW of the lipophilic block.64 For example, as others have found, if the lipophilic block is smaller than 9000 Da, micelle-like polymeric structures are formed with small particle sizes;65,66 in our own work with BMA–sulfobetaine PMs the MW of the BMA lipophilic block polymer is only 3500 Da. Previous studies have reported the synthesis of self-assembled zwitterionic sulfobetaine particles with sizes less than 50 nm.67,68 The near neutral charge of the BMA–sulfobetaine PMs indicates complete betainisation of the DMAEMA polymer, where each positively charged amino group is neutralised by a negatively charged sulfonate group on the same polymer chain.69 The slight negativity of these PMs is the result of the ‘chameleon effect’,70 where very small amounts of anions from the external media can be adsorbed onto the surface of the sulfobetaine polymer.71
Table 2 also shows that compared to the freshly assembled dye-free PMs, the Lumogen Red dye loading (at a low concentration of 0.1% w/w) lacked any impact on the physicochemical properties of the PMs, consistent with previous work incorporating low concentrations of lipophilic cargo.72–74 The freeze drying process had little to no impact on both the particle size and zeta potential, supporting that these PMs can be resuspended after freeze drying, if an appropriate cryo-protectant is used; in this study, trehalose was used at a 5
:
1 weight ratio. Trehalose at this weight ratio is reported in many studies to allow successful re-suspension of particles with retention of their original physico-chemical characteristics.75,76 In addition, the PMs showed no tendency to aggregate when tested over 6 h at both 25 °C and 37 °C after formation. The stability of zwitterionic sulfobetaine PMs against aggregation is due to their highly charged nature where both the quaternary amine and sulfobetaine are totally ionized and do not undergo protonation at any pH value.77 These highly charged groups at the surface hinder inter-particle interaction.78,79 Sulfobetaine PMs have shown the required properties in terms of size and surface charge to mimic capsid shell viruses and to potentially display high diffusivity through the intestinal mucus barrier.
For cryo-TEM a single sulfobetaine PM formula was explored (P3S, a BMA
:
sulfobetaine ratio of 50
:
50). Fig. 2 shows that P3S particles displayed a spherical shape with an average dimension of ca. 50 nm. The spherical shape of the sulfobetaine polymers is consistent with that expected from a nanoprecipitation methodology zwitterionic amphiphilic copolymers dispersed in water to form self-assembled micellar structures.83–85 Typically, block copolymers tend to self-assemble into spherical polymeric micelles when their concentration surpasses the critical micellization concentration (CMC).86,87 Moreover, the spherical shape of polymeric micelles is attributed in many previous studies to the ratio of hydrophilic-to-hydrophobic components, where block polymers with a hydrophilic mass fraction exceeding 45% tend to form spherical micelles, while those with a lower hydrophilic mass fraction typically self-assemble into vesicles.88–90 The P3S formula studied by TEM has a hydrophilic block polymer of 50% and all other polymeric micelles in this study are formed from di-block copolymers in which the hydrophilic block is in the range of 40% to 70%.
Code BMA : sulfobetaine |
Zeta potential (mV) | Particle size (nm) | D° (water) cm2 s−1 × 10−9 | 〈Deff〉 (mucus) cm2 s−1 × 10−9 | % ratio 〈Deff〉/D° | % diffusive particles |
|---|---|---|---|---|---|---|
| Mean (±SD) | Mean (PDI) | Mean (±SEM) | ||||
P2S (60 : 40) |
−1.73 (±2.33) | 28 (0.34) | 160.50 | 0.2828 (±0.0768) | 0.1762 | 35 |
P3S (50 : 50) |
−2.12 (±3.19) | 45 (0.46) | 99.87 | 0.3447 (±0.0683) | 0.3452 | 44 |
P4S (40 : 60) |
−1.31 (±1.20) | 43 (0.33) | 99.87 | 0.5747 (±0.1019) | 0.5754 | 54 |
Table 3 highlights the diffusion of P3S, P4S and P5S PMs is dependent upon on the ratio of BMA to sulfobetaine, with the zeta potential and particle size showing no positive correlation to either 〈Deff〉 or % ratio 〈Deff〉/D°. Statistical analysis (p < 0.05) showed that the % ratio 〈Deff〉/D° increased significantly with an increase in sulfobetaine content from P2S to P5S. This reflects the influence of the degree of surface charge density providing an overall neutral (or very close to neutral) zeta potential due to the high density of matched +ve and −ve surface charges. Indeed this is the basis of our hypothesis that it is the particles’ ‘slippery surface properties’ rather than the particles’ overall surface charge and particle size per se that is critical for mucus permeation. This is most clearly exemplified with the P2S formulation (60
:
40 ratio BMA to sulfobetaine) which despite being smaller in size (28 nm), and with a zeta potential not distinctly different to the other PMs, exhibited a 〈Deff〉 value of approximately 30% lower than the P5S PMs, and a 〈Deff〉/D° value 6–7 fold lower.
The relatively high % diffusive PMs (reflecting reduced mucus trapping and slowing of particle diffusion) is seen to increase with a decrease in BMA to sulfobetaine ratio (P2S to P5S), an effect reflecting the increasing shielding of the lipophilic BMA core by the densely charged sulfobetaine external coating (Fig. S3). For PS2, with the highest BMA
:
sulfobetaine ratio (60
:
40), the lipophilic BMA core is more exposed, increasing the potential for hydrophobic–hydrophobic interactions between the particle and the lipophilic components of the mucus. The shielding of BMA by sulfobetaine is consistent with the work of Lowe et al.,28 who showed that an increase in sulfobetaine to BMA ratio in polymer coated poly(methyl methacrylate) discs increases their anti-adherent properties (antibacterial, anti-macrophage adhesion and dirt resistance). Similar anti-adherent properties of sulfobetaine polymer coatings have been reported.23,91
Fig. 3 shows the heterogeneity in mucus diffusion for each of the PM particle formulations expressed as the percentile ranking of ensemble diffusion coefficients 〈Deff〉. For example, the fastest particles for any formulation are ranked in the 90th percentile, with the P5S PMs in the 90th percentile displaying an ensemble Deff value of 12.7 cm2 s−1 × 10−9. Comparing the Deff values within any PM formulation between the 90th and 10th percentiles shows the heterogeneity in diffusion within that formulation. For the P5S formulation, the 90th (fastest) to 10th (slowest) percentile ratio is 28-fold (Fig. 3D), while the heterogeneity for the other formulations is much greater. For example, for P4S (Fig. 3C) the ratio is 1090-fold, for P3S (Fig. 3B) it is 1731-fold, and for P2S (Fig. 3A) it is 4755-fold. What is apparent is that the heterogeneity in PM diffusion decreases as the BMA to sulfobetaine ratio decreases, i.e. a higher content of sulfobetaine to BMA, which results in more uniform and compact distribution of sulfobetaine at the PM surface, facilitating a more homogeneous diffusion within the PM population. Overall, the heterogeneity of the BMA–sulfobetaine PMs is remarkably lower compared to some of our previous studies looking at PMs with varying hydrophilic surface properties.32 The BMA–sulfobetaine PMs also show, in general, a high diffusion rate, e.g. for the context using the same MPT technique, PLGA NPs show a 〈Deff〉/D° ratio of 0.0005 (ref. 32) compared to 1.1895 for P5S in this study (2300-fold higher diffusivity). This MPT diffusion in the intestinal mucus indicates the slippery properties of sulfobetaine PMs and highly supports the hypothesis that sulfobetaine PMs can improve the bioavailability of loaded peptides through efficient permeation across the intestinal mucus barrier.
Exenatide is a 39 amino acid hydrophilic peptide (MW = 4186.6 g mol−1) with four basic amino acids and an isoelectric point of 4.86.97 At low pH, these four basic amino acid units (i.e. H1, R20, K12, and K27) are positively charged enabling the ion pairing of the peptide with a negatively charged surfactant.98 Exenatide and SDS were mixed at two different buffer solutions (pH 4.0 and pH 3.0) to drive the ionisation of exenatide. As shown in Table 4, ion pairing with SDS at a molar ratio of 4
:
1 (SDS to exenatide) at pH 4.0 leads to the highest % exenatide–dodecylsulphate yield (88.47%, ±0.29); these conditions were then used to synthesise P5S PM formulations for in vivo experiments. While the lower pH of 3.0 may have been expected to achieve a higher yield (slightly higher ionisation of exenatide), this was consistently not evidenced in the preliminary studies and may reflect some minor conformational restrictions at pH 3.0, not conducive to a higher ion-pairing outcome. The lipophilic exenatide–dodecylsulphate was then loaded into the sulfobetaine PMs, and Table 5 shows the resulting entrapment efficiency (EE%; eqn (3)) and loading capacity (LD%; eqn (4)). An EE% exceeding 90% and an LD% exceeding 13.5% represent a loading level more than acceptable for pharmaceutical uses.99
:
exenatide molar ratio of 4
:
1 at pH 4.0 was used to synthesise P5S PM formulations through in vivo experiments
Molar concentration ratio (SDS : exenatide) |
Media pH 4.0 | Media pH 3.0 |
|---|---|---|
| % yield of exenatide dodecylsulphate | % yield of exenatide dodecylsulphate | |
3 : 1 |
85.99 (±1.66) | 79.68 (±5.78) |
4 : 1 |
88.47 (±0.29) | 81.68 (±2.69) |
5 : 1 |
82.77 (±4.31) | 80.94 (±2.35) |
Code BMA : sulfobetaine |
Entrapment efficiency (%) (±SD) | Loading capacity (%) (LD%) (±SD) |
|---|---|---|
P2S (60 : 40) |
90.51 (±0.74) | 13.58 (±0.11) |
P3S (50 : 50) |
92.07 (±0.86) | 13.81 (±0.13) |
P4S (40 : 60) |
94.87 (±0.52) | 14.23 (±0.78) |
P5S (30 : 70) |
96.46 (±0.26) | 14.47 (±0.04) |
The overall release rates from the PMs over the first 8 h averaged for P2S, 2.69 μg h−1; PS3, 2.83 μg h−1; PS4, 2.22 μg h−1; and PS5 5.02 μg h−1. While the release rates over the more linear pseudo-steady-state component of the profiles (4 h to 8 h) were PS2, 4.92 μg h−1; P3S, 4.76 μg h−1; P4S, 4.13 μg h−1; and P5S, 5.58 μg h−1. By 8 h the formulations P4S, P2S and P3S had released 17.78, 21.53 and 22.62 μg of exenatide representing 11.9% to 15.1% of the loaded dose (Fig. 5C). In all cases the PM formulation with the smallest BMA hydrophobic core, P5S, showed the greatest rate of release and the greatest mass released, with 40.12 μg of exenatide released from P5S by 8 h, i.e. 26.7% of the load. The faster release of exenatide from the P5S particles attributed to the swelling and dissolution of the exterior hydrophilic surface and diffusion of the drug into the external media.100,101 The P5S sulfobetaine polymeric micelles exhibit the highest hydrophilic component (BMA
:
sulfobetaine (30
:
70) ratio), which leads to faster swelling and dissolution of the hydrophilic shell and faster drug diffusion into the external media.102
This initial experiment determined which sulfobetaine particle to take forward for further in vitro release charactersation and for in vivo experimentation, P5S. It also provided assurance that the exenatide release from the PMs was not significantly due to a surface ‘burst’ phenomenon, but rather sustained release from the PM interior; an important efficiency and protective consideration if the peptide-containing PMs were to reach the absorption surface below the intestinal mucus barrier and still retaining the vast majority of their cargo.16,103,104
We next explored the impact of acid and pepsin exposure over a 2 h period (37 °C) upon particle characteristics and found no meaningful impact. In PBS buffer pH 7.2, the P5S sulfobetaine PMs’ particle size was 45 nm (PDI 0.38), and with pepsin at pH 7.2, the particle size was 47 nm (PDI 0.48). A slight increase in polydispersity was noted but nevertheless it remains very similar between the conditions and close that reported in Table 2. As pepsin is not activated at neutral pH, this result is as predicted. At pH 1.2 in the absence of pepsin the particle size was 54 nm (PDI 0.39) with the addition of pepsin under these acidic conditions resulting in a particle size of 50 nm (PDI 0.47). Again the data were similar in the presence and absence of pepsin, again perhaps not surprising as the polymer chemistry of these particles is not the one constituted by peptide bonds. If anything, the low acidic pH conditions and no pepsin activation per se showed a marginal tendency for slightly larger particle size measurements (45 nm vs. 54 nm for the pH 7.2 and pH 1.2 conditions, respectively). The PDIs reported for the P5S polymeric micelles under all conditions in the work were between 0.38 and 0.48. The distribution pattern in the size vs. intensity plots excluded the generation of smaller more dispersed particles. Incubation of the particles at pH 1.2 (whether pepsin was present or not) showed a zeta potential decrease to −5.0 mV from that observed at a neutral pH value of −1.0 to −2.0 mV. This was reversible when the particles were returned to neutral pH. These data support that low pH conditions and the presence of pepsin did not have a profound effect on the structural integrity of our particles. As such we may consider that our particles, to a large extent, would preserve the integrity (against a low pH value and pepsin) of any peptide cargo within the inner core of the P5S sulfobetaine particles.
Next we undertook a more prolonged 24 h extended release study using P5S, and the first 2 h studies were conducted under either acidic (pH 1.2 buffer; KCL, HCL) or near to neutral (pH 6.8 buffer; PBS) conditions. After that the same PM formulations were transferred to a fresh pH 6.8 buffer for the remaining 22 h (i.e. between 2 h and 24 h post the start of the release study). Fig. 6 shows the extended release profile for P5S with 6A and 6B showing the cumulative mass (μg) release profiles of exenatide, respectively, across the entire 0 to 24 h experiment and then just the initial 0 to 2 h. Fig. 6C and D show the respective % release data. Release from the P5S PM formulation in this more extended study was similar to that seen in earlier work (Fig. 5), with the lag phase up to 4 h prior to the more linear pseudo-steady-state release. By 8 h some 40 μg of exenatide (26%) had been released. By 24 h a mass of 65 μg (43%) had been released, an extent of mass release likely necessary for in vivo experimentation.105 During the first 2 h (Fig. 6B and D) the release was less than 1.4 μg (less than 0.9%) and was not impacted by the very less acidic conditions (pH 1.2). These results directly coincide with the conclusions from the above particle characterisation work, i.e. particles can be exposed to less acidic conditions and remain stable in order to release peptide cargo at the same rate as that seen at neutral pH. Ultimately of course, if the acid or pepsin environment of the stomach was found to be detrimental to the effective oral delivery of peptides using sulfobetaine polymeric micelle particles (which is not evidenced by the in vivo data we present below), then a final polymeric micelle formulation could be incorporated into enteric capsules.
Table 6 shows some of the PK parameter variables for exenatide. The s.c. administration of exenatide solution reached its maximum observed concentration of 54.8 ng ml−1 at 0.5 h (similar to that reported by others105–109) with the levels then reducing to essentially zero by 10 h. The exenatide delivered via oral sulfobetaine PMs reached a maximum observed concentration of 10.2 ng ml−1 at 3.5 h after administration, followed by slower decline with extended plasma levels of up to 10 h (Clast 4.30 ng ml−1) and beyond. This extended plasma profile is consistent with the slower release profile of exenatide from sulfobetaine PMs and the rat gastric emptying, which will delay, to some extent, the PMs reaching the intestinal absorption site.110,111 The area under the curve (AUC(0–10 h)) calculated from the observed first 10 h data alone was, for s.c. exenatide, 53.2 ng ml−1 h, while for exenatide delivered orally via sulfobetaine PMs, it was 49.7 ng ml−1 h. From the AUC(0–10 h) alone we determined the relative bioavailability of the orally administered exenatide PMs at 13% compared to the s.c. solution administration. This indicates efficient protection of the loaded peptide and the high mucus permeability of sulfobetaine PMs, at least with respect to this non-clinical model.
| PK variable for exenatide | Subcutaneous solution (20 μg) | Oral sulfobetaine PM nanoparticles (150 μg) |
|---|---|---|
| C max (ng ml−1) (observed) | 54.8 (±5.6) | 10.2 (±0.63) |
| T max (h) (observed) | 0.50 | 3.5 |
| AUC(0–10 h) (ng ml−1 h) | 53.2 (±38.4) | 49.7 (±45.1) |
| C last(10 h) (ng ml−1) (measured) | <0.20 | 4.30 (±1.12) |
| Relative extent of bioavailability for exenatide from the oral polymeric micelles (versus s.c. route) (%) | N/A | 13.0 (±2.16) |
The PD study was based on the measurement of blood glucose levels in response to a glucose challenge test (i.p. GCT),112 the glucose challenge test having first been preceded where appropriate by exenatide administrations. For each individual formulation the time period following exenatide administration prior to the i.p. GCT was optimised so as to correspond to peak (near-peak) exenatide plasma levels at the point of i.p. GCT administration; for s.c. exenatide this was 10 min, while for oral solution exenatide (Exenatide p.o.) and for the sulfobetaine poylmeric micelles (P5S PMs p.o.) this was 4 h. Measuring blood glucose levels following the GCT in this way also allow the assessment of pharmacodynamic equivalencies between the various administrations.113
Fig. 8A shows the endogenous glucose levels at time zero immediately before i.p. glucose administration. The orally administered exenatide–sulfobetaine PMs (administered 4 h previously reduced endogenous blood glucose levels significantly greater than any other treatment arms (Fig. 8A). Fig. 8B shows the blood glucose level profiles for the various administrations at times 0, 0.16, 0.5, 1, 1.5, 2, 3, 4 and 5 h following the GCT (glucose i.p. administration); again time 0 refers to the timepoint immediately before i.p. glucose challenge). Exenatide oral solution (Exenatide p.o. 150 μg) given 4 h before the GCT showed no effect on the glucose levels, compared with the control GCT arm alone. This is not surprising since the PK study confirmed that there was no evidence of systemic exenatide levels following this solution dose administration. In contrast, exenatide delivered orally by P5S sulfobetaine PMs (P5S PMs p.o. 150 μg) showed a significant decrease in glucose levels throughout the 1.5 h to 5 h post GCT period. Similarly, s.c. exenatide solution (Exenatide s.c. 20 μg) significantly reduced blood glucose levels over the 1 h to 5 h post GCT period. From 0.5 h to 5 h post GCT challenge there were no statistical differences between the glucose levels in the oral exenatide–sulfobetaine PMs and the s.c. exenatide solution administrations. Over the period the PD data would also support a relative PD bioequivalence estimate for the exenatide–sulfobetaine PMs (relative to the s.c. administration) of at least 13%, i.e. considering the glucose response profiles to be similar between s.c. and oral exenatide–sulfobetaine PM treatments but the oral PMs requiring a 7.5-fold higher dose to that of the s.c. administration.
These PMs were shown to exhibit a high capacity to load a hydrophilic model peptide, exenatide, into the PMs’ hydrophobic core, achieved by an ion-pairing strategy. In in vitro release studies they provided for a controlled and substantive release of peptides over 24 h. They are resistant to the effects of very low pH acidic (and pepsin-containing) environments and do not display cytotoxicity in standard cell epithelial viability assays. An in vivo PK–PD study in rats demonstrated the oral delivery of exenatide-loaded sulfobetaine polymeric micelles to achieve a relative extent of peptide bioavailability of 13% compared to a subcutaneous (s.c.) exenatide solution injection. This favourable PK outcome was paralleled in PD studies addressing the efficacy of oral delivery of exenatide-loaded sulfobetaine polymeric micelles to reduce blood glucose levels following a glucose challenge. This polymeric micelle technology has very real potential for oral peptide delivery including the delivery of GLP-1 agents,15 which are of intense therapeutic interest at present. Based on the above, this novel family of stable sulfobetaine polymeric micelles are promising tools to further explore the oral peptide delivery, and in particular with respect to the high capacity of these micelles to permeate the intestinal mucus barrier. Clearly, while the mucus permeation and PK and PD outcomes have been the key foci of this work, future studies will need to explore in detail the interaction of these particles with the intestinal epithelium itself.
| AUC | Area under the curve |
| AIBN | 2,2′-Azobis(2-methylpropionitrile) |
| BMA | Butyl methacrylate |
| CTA | 2-Cyano-2-propyl dodecyl tri-thiocarbonate |
| D eff | Diffusion coefficient |
| 〈Deff〉 | Ensemble diffusion coefficient |
| DMAEMA | Dimethyl aminoethyl methacrylate |
| DMEM | Dulbecco's modified Eagle's medium |
| EE% | Entrapment efficiency |
| FBS | Fetal bovine serum |
| GCT | Glucose challenge test |
| GIT | Gastrointestinal tract |
| GLP-1 | Glucagon-like peptide 1 |
| GPC | Gel permeation chromatography |
| i.p. | Intraperitoneal |
| LD% | Loading capacity |
| LLQ | Lower limit of quantification |
| MDCK-II cells | Madin–Darby canine kidney cells |
| MTT | 3-[4,5-Dimethylthiazol-2-yl]-2,5-diphenyl-tetrazolium bromide salt |
| M na | Number average MW |
| ns | Not significant |
| MPT | Multiple particle tracking |
| MSD | Mean squared displacement |
| 〈MSD〉 | Ensemble mean squared displacement |
| MW | Molecular weight |
| M wa | Average weight MW |
| MWCO | Molecular weight cut-off |
| PD | Pharmacodynamic |
| PDI | Polymer polydispersity index |
| PM | Polymeric micelles |
| Pg | Pico gram |
| PK | Pharmacokinetic |
| RAFT | Reversible addition fragmentation chain transfer |
| s | Second |
| s.c. | Subcutaneous |
| SDS | Sodium dodecylsulphate |
| T2D | Type 2 diabetes mellitus |
| THF | Tetrahydrofuran |
For any additional inquiries regarding the data, please contact the corresponding author.
Supplementary information: supplementary files, figures, and tables. See DOI: https://doi.org/10.1039/d4pm00202d.
| This journal is © The Royal Society of Chemistry 2025 |