110
Views
17
CrossRef citations to date
0
Altmetric
Original Research

Micelle-templated, poly(lactic-co-glycolic acid) nanoparticles for hydrophobic drug delivery

, , , , , , , , , & show all
Pages 351-366 | Published online: 10 Jan 2018

Abstract

Purpose

Poly(lactic-co-glycolic acid) (PLGA) is widely used for drug delivery because of its biocompatibility, ability to solubilize a wide variety of drugs, and tunable degradation. However, achieving sub-100 nm nanoparticles (NPs), as might be desired for delivery via the enhanced permeability and retention effect, is extremely difficult via typical top-down emulsion approaches.

Methods

Here, we present a bottom-up synthesis method yielding PLGA/block copolymer hybrids (ie, “PolyDots”), consisting of hydrophobic PLGA chains entrapped within self-assembling poly(styrene-b-ethylene oxide) (PS-b-PEO) micelles.

Results

PolyDots exhibit average diameters <50 nm and lower polydispersity than conventional PLGA NPs. Drug encapsulation efficiencies of PolyDots match conventional PLGA NPs (ie, ~30%) and are greater than those obtained from PS-b-PEO micelles (ie, ~7%). Increasing the PLGA:PS-b-PEO weight ratio alters the drug release mechanism from chain relaxation to erosion controlled. PolyDots are taken up by model glioma cells via endocytotic mechanisms within 24 hours, providing a potential means for delivery to cytoplasm. PolyDots can be lyophilized with minimal change in morphology and encapsulant functionality, and can be produced at scale using electrospray.

Conclusion

Encapsulation of PLGA within micelles provides a bottom-up route for the synthesis of sub-100 nm PLGA-based nanocarriers with enhanced stability and drug-loading capacity, and tunable drug release, suitable for potential clinical applications.

Plain language summary

Drugs that are not soluble in blood, such as dexamethasone steroids, are difficult to deliver to the body. Nanoparticles (NPs) can serve as carriers to transport these drugs to a desired location, and can also control the timing of drug release. Two common materials used to deliver drugs are micelles and solid polymer NPs. In this paper, a NP that combines the benefits of these two particle types is described. The “PolyDot” consists of polymer chains used to form solid polymer NPs that are encapsulated within micelles. The ratio of these two materials was shown to have only modest impact on PolyDot size, which remained small, but could alter the way that drugs were released. Toward clinical implementation, methods to produce large amounts of PolyDots and to enable their storage are shown. PolyDot uptake by cells was also studied, indicating that drug delivery is possible. These studies show that PolyDots have important advantages for drug delivery, such as tightly controlled size, high drug-loading ability, and controllable drug release.

Introduction

Hydrophobic drugs have poor solubility in blood; thus, alternative delivery schemes are required to deliver these drugs to their targets.Citation1 Although excipients can be used to enhance solubility, such as Cremophor for Paclitaxel delivery to cancer patients,Citation2 these often have toxic side effects. Nanoparticle (NP) carriers offer a crucial alternative to the use of excipients for hydrophobic drug delivery which present minimal increases in toxicity.Citation3,Citation4 To achieve optimal circulation in vivo, carriers must be larger than 10 nm to avoid rapid renal clearance,Citation5 but smaller thañ200 nm to avoid sequestration by macrophages in the reticuloendothelial system.Citation6 In cancer therapy, carriers of <~100 nm are preferred, as they can extravasate through the gap junctions between endothelial cells of the hyperpermeable tumor vasculature.Citation7

Poly(lactic-co-glycolic acid) (PLGA) microparticles and NPs have been widely used in drug delivery because of their biocompatibility, tunable degradation times, and ability to encapsulate a wide variety of drugs.Citation8 PLGA is a “generally regarded as safe” polymer, has been incorporated into FDA-approved drug delivery systems such as the Lupron® depot,Citation9 and has been employed for cardiovascular disease treatment, vaccine delivery, and chemotherapy.Citation10 The most common methods employed to synthesize PLGA NPs are nanoprecipitationCitation11 and emulsion-based processes.Citation12 Using these approaches, particles >200 nm in size can be easily and uniformly produced by optimizing PLGA concentration,Citation13,Citation14 PLGA–solvent interactions,Citation15 continuous- and dispersed-phase viscosities,Citation16 or the rate of mixing and shear stressCitation17 applied for emulsion formation. However, synthesis of sub-100 nm PLGA NPs, as might be required for systemic delivery, has proven particularly challenging.Citation18 For example, some commonly used emulsion approachesCitation19 result in PLGA NPs that appear sub-100 nm via scanning electron microscopy, but that are connected via polymer bridges, thus resulting in a much larger effective diameter. Additionally, drug loading can alter morphology, increasing the NP size to several hundred nanometers.Citation16

As an alternative to PLGA NPs, micelles have been used for hydrophobic drug delivery, resulting in clinically approved products.Citation20,Citation21 Lipid-polymer and block copolymer (BCP)-based micelle carriers are typically formed via bottom-up self-assembly in solvents selective for one of the blocks. Because assembly is controlled in part by the thermodynamics governing the system, micelles can exhibit tightly controlled, reproducible sizes. Self-assembling BCP micelles display enhanced vascular permeability, narrower size distributions, and better release characteristics compared to microparticles.Citation22 However, low drug-loading capacity resulting from poor drug–BCP compatibility can be a limitation in micellar drug delivery systems.Citation23 Also, the lack of strong intermolecular interactions between the drug and the micelle can cause rapid leakage of physically entrapped drugs.Citation24 For example, micelles composed of PLGA-b-poly(ethylene glycol) (PEG) BCPs released physically entrapped doxorubicin in only 3 days.Citation25

Here, we examined the combination of these two popular drug release systems by using micelles to encapsulate high-molecular-weight PLGA polymer chains, yielding PolyDots. This approach is an extension of our previous work using poly(styrene-b-ethylene oxide) (PS-b-PEO) BCPs (molecular weight 9500-b-18000 Da) to encapsulate hydrophobic NPs.Citation26Citation29 PS has been previously used for hydrophobic drug deliveryCitation30 and may promote cellular uptake compared to hydroxyacid-based systems (ie, PLGA, poly(caprolactone)),Citation31 whereas the PEO block (a long chain form of PEG) creates a corona with the potential to repel opsonin proteins, reducing immunogenicity and increasing circulation times.Citation32 This approach is distinct from methods that encapsulate chemically similar polymers in micelles, such as those incorporating homopolymers or BCPs with common block(s),Citation33,Citation34 as PLGA is chemically distinct from both PS and PEO blocks. This approach is also different from admicellar polymerization processes,Citation35 which involve in situ polymerization of adsolubilized monomers in the hydrophobic region of micelles or bilayers, as already synthesized PLGA chains are employed. Using this approach, we evaluated the effect of PLGA:PS-b-PEO ratio on resultant NP size and polydispersity, resistance to degradation in acidic medium, drug encapsulation and release, cellular trafficking, and ability to preserve encapsulants following lyophilization.

Materials and methods

Materials

Carboxyl-terminated PS-b-PEO (molecular weight 9500-b-18000 Da) (Cat No P5755-SEOCOOH) was purchased from Polymer Source Inc. (Montreal, QC, Canada). Poly(dl-lactide-co-glycolide) (molecular weight 50–70 kDa, Cat No B6010-3) was purchased from Lactel Absorbable Polymers. Poly(vinyl alcohol) (PVA; 13,000–23,000 g/gmol) (Cat No 363170) was purchased from Sigma-Aldrich, and chloroform (Cat No C606SK-4) was purchased from Thermo Fisher Scientific. Dexamethasone (DEX; Cat No BML-EI126-0001) was purchased from Enzo Life Sciences. Coumarin 6 dye was purchased from Sigma-Aldrich (Cat No 442631). All chemicals were used as received without further purification.

PolyDot synthesis

PolyDots were prepared by an emulsion-based procedure described by Geng and DischerCitation36 and Zhu and HaywardCitation33 to yield BCP micelles loaded with hydrophobic polymer and drug. Two model drugs were investigated: DEX, a steroidal anti-inflammatory drug, and coumarin 6, a hydrophobic fluorescent dye. Two approaches were used to generate emulsions: sonication, consistent with that previously employed,Citation33 and electrospray, developed by us, that can be scaled to commercial volumes.Citation37

Sonication

PLGA (20, 50, 100, and 200 µL) at a fixed stock concentration of 50 mg/mL was added to DEX (500 µL, 5 mg/mL) and carboxylated PS-b-PEO (200 µL, 1 mg/mL) in chloroform. Thus, the four PolyDot samples examined had PLGA: PS-b-PEO weight ratios of 5, 12.5, 25, and 50, respectively. Solutions were mixed by vortexing for 30 seconds and added to 8 mL of aqueous PVA solution (5 mg/mL). These biphasic solutions were then sonicated using a probe sonicator (Branson Sonifier 450) at a constant duty cycle for 5 minutes. As controls, PS-b-PEO micelles were prepared via the same procedure without any PLGA in the starting organic phase, and PVA-stabilized PLGA NPs were synthesized by sonicating an organic phase consisting of PLGA (200 µL, 50 mg/mL) in chloroform with PVA (8 mL, 5 mg/mL) under the same conditions. The milky white emulsions obtained after sonication were transferred to aluminum dishes with an internal diameter of 5 cm and placed on a rocker plate for 2.5 hours to allow evaporation of the chloroform solvent. After 2.5 hours, clear and transparent NP solutions were obtained for the PS-b-PEO micelles and PolyDots with low initial PLGA:PS-b-PEO ratios (20 and 50 µL), whereas those with higher PLGA:PS-b-PEO ratios (100 and 200 µL) and the control PLGA NPs appeared opaque, indicating highly concentrated solutions or the presence of some micron-sized particles. All samples were prepared in triplicate.

Electrospray

Coaxial electrospray was performed using a concentric needle connected to two syringes, a grounded copper ring, and an aluminum dish to collect the aerosol droplets, similar to that described previously.Citation37 PolyDot samples with a PLGA:PS-b-PEO weight ratio of 12.5 were synthesized in semicontinuous mode using electrospray. Organic solution, prepared by mixing PS-b-PEO (200 µL, 1 mg/mL) and PLGA (50 µL, 50 mg/mL) in chloroform, was passed through the inner needle at 0.5 mL/h. Aqueous solution containing 50 mg/mL PVA was passed through the outer needle at 2.5 mL/h. The organic and aqueous solutions first emerged as compound droplets at the exit of the concentric needle. An electrostatic potential of ~3.5 kV was applied between the concentric needle and the grounded copper ring. The electrostatic potential was adjusted so that a concave jet was obtained at the exit of the needle. This jet further broke down into aerosol droplets with fine internal mixing, forming an emulsion. The resulting emulsion droplets were collected for 30 minutes in an aluminum dish with an internal diameter of 5 cm containing 10 mL of water. The spray duration was selected to match the batch size produced via sonication. Then, the emulsion was left on a rocker plate to allow chloroform to evaporate. A clear and transparent solution was obtained in ~2 hours.

Nanocarrier size analysis

Nanocarrier sizes were measured using two complementary approaches described as follows.

Dynamic light scattering

Particle hydrodynamic diameters were measured using dynamic light scattering (DLS) (BI 200SM; Brookhaven Instruments Corporation). Particle concentration in aqueous solution was adjusted so as to obtain a scattered light intensity between 10 and 200 kilocounts per second. Laser illumination was applied at 633 nm, and the detector was set to 150°. Each particle sample was measured in triplicate.

Transmission electron microscopy (TEM)

Negatively stained TEM images were collected using an FEI Tecnai G2 BioTWIN transmission electron microscope. Sample droplets (20 µL) were placed on silicone pads. TEM grids (Formvar/carbon-coated nickel) were then placed on these droplets with carbon side down. After 3 minutes, the TEM grids were lifted, and excess solution was wicked away with a filter paper. Uranyl acetate (UA, 1%, 20 µL) was used for negative staining. Excess UA was wicked away as described. Size measurements were recorded for 100–2,000 particles per sample using ImageJ image analysis software with the analyzed particles feature. Size histograms were plotted using Igor Pro software (Wavemetrics, Tigard, OR, USA). The size distributions were approximated by either log normal or Gaussian distributions. The distribution that minimized the chi-squared value was used for fitting the entire data. Means and standard deviations of the data were thus extracted.

Nanocarrier degradation studies

PolyDot stability in acidic environments was tested by acidifying freshly prepared PolyDot 50 samples to pH 2 using concentrated hydrochloric acid. The PS-b-PEO micelles and PLGA NPs served as negative and positive controls, respectively, and were subjected to the same conditions. To increase the rate of degradation, the acidified sample was further incubated at 80°C for 9 hours which, given the small size of PLGA NPs, was sufficient to enable nearly complete degradation. TEM and image analysis were performed to observe the morphology and particle size of samples exposed to acid attack.

Drug encapsulation

Drug encapsulation in PS-b-PEO micelles, PolyDots, and PLGA NPs was evaluated using DEX as a model therapeutic drug. Samples for drug encapsulation measurement were synthesized in triplicate by sonication using 500 µL (5 mg/mL) DEX in the initial chloroform solution. Following synthesis, un-encapsulated DEX was removed by repeated washing with distilled, deionized (DI) water. For PolyDots and PLGA NPs, centrifugation (1 hour, 2330 g) was used to induce pellet formation; then, 90% of the supernatant was discarded and replaced with DI water. This washing cycle was repeated two more times (30 minutes each). Low speeds were used during centrifugation to prevent aggregation during pellet formation. PS-b-PEO micelles not containing PLGA failed to form pellets and were therefore subjected to ultrafiltration (molecular weight cutoff 100 kDa; Amicon Ultra Centrifugal filter) at the same centrifugation settings and washing conditions. The washed pellets or micelle concentrates were dried overnight, and resuspended in 0.9 mL chloroform. This dissolved the pellets, releasing the entrapped DEX into the chloroform solution. DEX content was measured in chloroform solution by UV–Vis spectrophotometry at 278 nm (peak position of DEX in chloroform) and quantified by comparing to a standard curve.

Drug release

Drug release from PS-b-PEO micelles, PolyDots, and PLGA NPs was evaluated over the course of 38 days using DEX as a model therapeutic drug. Samples were synthesized via sonication using 500 µL DEX (5 mg/mL) in the initial chloroform solution. Un-encapsulated DEX was removed by centrifugation/ultrafiltration as described. Then, 1 mL samples were incubated in Milli-Q water at 37°C. To minimize water evaporation, tubes were closed and sealed with Parafilm. At predetermined time points, pellets or concentrates were formed by centrifugation or ultrafiltration (10 minutes, 4,000 g), as described. The supernatant containing the released DEX was collected and analyzed by UV–Vis spectroscopy by comparing absorbance at 242 nm (peak position of DEX in water) to a standard curve. The pellets were then reconstituted in fresh Milli-Q water and incubated until the next time point. All measurements were performed in triplicate.

Lyophilization

PolyDots were synthesized via sonication, as described, at a PLGA:PS-b-PEO ratio of 12.5 with 50 µL of fluorescent coumarin 6 as a model drug. Immediately following synthesis, samples were frozen solid at −80°C and freeze-dried overnight (Labconco FreeZone 4.5, 0°C, 10 Pa). Lyophilized samples were stored at −20°C until testing. Prior to testing, lyophilized samples were resuspended in DI water at a concentration consistent with the original. Negatively stained TEM images were obtained for freshly synthesized and lyophilized samples. In addition, particle integrity for freshly prepared and lyophilized samples was verified by measuring the fluorescence emission spectra over a range of 460–640 nm at an excitation wavelength of 420 nm using a PTI spectrofluorometer.

PolyDot cellular uptake

To visualize PolyDot cellular uptake, lyophilized PolyDots were synthesized as described via sonication using coumarin 6. As a model system, LN229 and U87 glioma cells (ATCC) were cultured to 60%–80% confluency using complete medium (DMEM/F12, 10% fetal bovine serum, 100 IU/mL penicillin, 100 µg/mL streptomycin, 2 mM glutamine). PolyDot medium was prepared by resuspending PolyDots in a volume of complete medium equivalent to the original PolyDot solution volume (estimated PS-b-PEO concentration 23 µg/mL). Cells were incubated with PolyDot-containing medium and evaluated at 30 minutes, 90 minutes, 3 hours, and 24 hours as follows. Medium was aspirated, and cells were briefly washed with phosphate-buffered saline (PBS) at room temperature. Paraformaldehyde (4% in PBS) was used to fix the cells at room temperature for 20 minutes. Cells were rinsed with PBS, stained with DAPI (Thermo Fisher Scientific 62248), and mounted using Pro-Long Antifade mounting agent (Thermo Fisher Scientific). Images were acquired with a Zeiss Axiovert upright confocal microscope at a magnification of 63×.

Statistics and curve fitting

Statistical analyses were performed using JMP Pro 12 software (SAS Institute Inc., Cary, NC, USA) using the ANOVA test. p-values <0.05 were interpreted as statistically significant. Size distribution histograms of particle sizes measured by ImageJ were constructed using Igor Pro 6.37 software (Wavemetrics). Data were fit using either log normal or Gaussian functions. For log normal fits, the location parameter and scale parameter were converted to mean size and standard deviation. For all samples, data are reported as mean size ± standard deviation.

Results and discussion

PolyDot size distribution

PS-b-PEO micelles without PLGA (control) and loaded with PLGA chains (molecular weight 50,000–70,000 Da, Poly-Dots) were prepared via the interfacial instability mechanism as described by Zhu and Hayward.Citation33 We have previously shown that this approach can be used to encapsulate large hydrophobic payloads, such as NPs.Citation27,Citation28 To examine the ability of this method to encapsulate high-molecular-weight PLGA chains in the hydrophobic core, PolyDots were first created with a PLGA:PS-b-PEO weight ratio of 5. Resultant PolyDot morphology was evaluated using TEM and DLS (). Accounting for hydration differences, both methods yielded a consistent diameter of ~50 nm for PolyDot 5 samples. We noted that two potential PolyDot populations were obtained, with larger and smaller diameters, respectively.

Figure 1 Size characterization of PLGA/block copolymer hybrids (PolyDots) with PLGA: PS-b-PEO wt ratio =5. (A) TEM image of PolyDot 5 sample and inset: size distribution histogram based on TEM analysis. Mean diameter (TEM) =44±9 nm. (B) DLS number diameter plot of PolyDot 5 sample. Mean hydrodynamic diameter (DLS) =48±9 nm.

Abbreviations: TEM, transmission electron microscopy; DLS, dynamic light scattering.

Figure 1 Size characterization of PLGA/block copolymer hybrids (PolyDots) with PLGA: PS-b-PEO wt ratio =5. (A) TEM image of PolyDot 5 sample and inset: size distribution histogram based on TEM analysis. Mean diameter (TEM) =44±9 nm. (B) DLS number diameter plot of PolyDot 5 sample. Mean hydrodynamic diameter (DLS) =48±9 nm.Abbreviations: TEM, transmission electron microscopy; DLS, dynamic light scattering.

Next, we evaluated the effect of PLGA:PS-b-PEO weight ratio (5, 12.5, 25, 50) on PolyDot morphology () and size distribution (). The PS-b-PEO micelles and all PolyDot samples (PLGA:PS-b-PEO=5, 12.5, 25, and 50) exhibited log normal size distributions, whereas the PLGA NPs displayed a Gaussian distribution in size ( and ). Mean diameter ± standard deviation and mode diameters were extracted by curve-fitting size distribution histograms (). Polydispersity values, defined as standard deviation/mean diameter, were also calculated (). As represented by an increasing tail to larger sizes, PolyDots continued to exhibit two potential populations with different sizes, whereas PLGA NPs generally displayed a single population with large size variation.

Table 1 PolyDot and control NP size properties

Figure 2 Representative TEM images of (A) control PS-b-PEO micelles, (B) PolyDot 5, (C) PolyDot 12.5, (D) PolyDot 25, and (E) PolyDot 50 samples, and (F) control PLGA nanoparticles. Scale bars =500 nm.

Abbreviations: TEM, transmission electron microscopy; PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid).

Figure 2 Representative TEM images of (A) control PS-b-PEO micelles, (B) PolyDot 5, (C) PolyDot 12.5, (D) PolyDot 25, and (E) PolyDot 50 samples, and (F) control PLGA nanoparticles. Scale bars =500 nm.Abbreviations: TEM, transmission electron microscopy; PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid).

Figure 3 Size distribution histograms of (A) PS-b-PEO micelles, (BE) PolyDots with increasing PLGA:PS-b-PEO ratio (5–50), and (F) PLGA NPs. Sample size for TEM size characterization between 100–1,000 particles.

Abbreviations: PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid); NPs, nanoparticles; TEM, transmission electron microscopy.

Figure 3 Size distribution histograms of (A) PS-b-PEO micelles, (B–E) PolyDots with increasing PLGA:PS-b-PEO ratio (5–50), and (F) PLGA NPs. Sample size for TEM size characterization between 100–1,000 particles.Abbreviations: PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid); NPs, nanoparticles; TEM, transmission electron microscopy.

PS-b-PEO micelles not containing PLGA exhibited a mean size of 35 nm with a polydispersity of ~20%, consistent with the literature.Citation38 PolyDots, containing both PS-b-PEO and PLGA, exhibited a mean size of 35–45 nm with a polydispersity of ~20%. Increasing PLGA:PS-b-PEO weight ratio from 5 to 50 increased the distribution tail toward larger diameters (), and more structures could be seen in the TEM images (), but the mode diameters for all PolyDots ranged from 31 to 41 nm. Of particular note were PolyDot 50 samples (), which were synthesized with the same PLGA mass (10 mg) as control PLGA NPs and the same PS-b-PEO mass (0.2 mg) as control PS-b-PEO micelles. The PolyDot 50 size distribution ( and ) more closely resembled that of PS-b-PEO micelles than PLGA NPs, with a peak centered at ~40 nm. Over 93% of PolyDot 50 structures had sizes <100 nm. In contrast, PLGA NPs had much higher polydispersity (ie, ~0.5) with an average size of 123 nm, consistent with prior reports.Citation39 The drastic reduction in size and polydispersity of PolyDot 50 structures compared to PLGA NPs suggests that PolyDots are not stabilized by PVA alone and supports the hypothesis that PLGA is incorporated within the micelle structure.

In addition, increasing PLGA:PS-b-PEO ratio did not noticeably impact the shape or smoothness of PolyDots (). These observations are in contrast to micelles encapsulating NPs, which undergo changes in size and shape at high NP loadings.Citation40 In NP-loaded micelles, BCPs suffer loss in conformational entropy during NP encapsulation resulting from NP rigidity, giving rise to phase transitions or surface defects.Citation41 PLGA copolymers are softer and more compressible than NPs, which may have enabled PLGA loading in the micelle core or micelle structure without affecting shape.

PolyDot degradation

Low intra-tumoral pH is regarded as a cancer hallmark.Citation42 PLGA degrades rapidly at low pH because of the acid-catalyzed degradation of its ester backbone.Citation43 Thus, stability in acidic environments constitutes an important criterion in evaluating the potential of PLGA-based nanocarriers for chemotherapy. In addition, PLGA NPs degrade via ester hydrolysis, which is accelerated in acidic conditions,Citation14 whereas PEO-based micelles are reportedly stable in acidic environments.Citation44 Thus, degradation behavior can provide insight into the PolyDot structure. In vitro degradation studies of PLGA-based materials can require days to weeks for completion at physiologic temperature. Several groups have examined degradation behavior of PLGA-based substrates at elevated temperatures to increase degradation rates, thereby reducing experiment time.Citation45 Thus, degradation behavior of PS-b-PEO micelles, PLGA NPs, and PolyDot 50 carriers was examined at low pH (pH 2) and high temperature (T=80°C) over 9 hours ( and ).

Table 2 Particle size after exposure to acidic medium

Figure 4 Average diameters and standard deviations of PS-b-PEO micelles containing no PLGA (empty), PolyDot 50 (PLGA:PS-b-PEO =50) samples, and PLGA NPs after acidification to pH 2 at 80°C. PolyDot 50 samples were synthesized at the same PS-b-PEO and PLGA concentration as empty micelle and PLGA NP samples, respectively. Bars: unfilled =0 hours; hashed =9 hours. Samples with statistically different behavior are connected by asterisks, with the p-value provided above the sample.

Abbreviations: PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid); NPs, nanoparticles.

Figure 4 Average diameters and standard deviations of PS-b-PEO micelles containing no PLGA (empty), PolyDot 50 (PLGA:PS-b-PEO =50) samples, and PLGA NPs after acidification to pH 2 at 80°C. PolyDot 50 samples were synthesized at the same PS-b-PEO and PLGA concentration as empty micelle and PLGA NP samples, respectively. Bars: unfilled =0 hours; hashed =9 hours. Samples with statistically different behavior are connected by asterisks, with the p-value provided above the sample.Abbreviations: PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid); NPs, nanoparticles.

PLGA NPs displayed a statistically significant decrease in mean particle size following exposure to acid (p<0.0001). Decreases in diameter were more significant for larger PLGA NPs, suggesting higher degradation rates, consistent with the expected bulk erosion mechanism and enhanced autocatalytic degradation of larger structures.Citation46 With prolonged acid exposure (48 hours), nearly all the PLGA NPs dissolved, most likely as a result of their small size and the elevated temperatures employed. The high temperature maintained throughout the experiment increased the degradation rate, but did not increase the aggregation of the PLGA NPs. De and Robinson have noted that high temperature can facilitate the diffusion of entrapped solvent to the surface of PLGA NPs, where it can dissolve the surface and facilitate aggregation.Citation47 The absence of PLGA NP aggregation in our experiments suggests that the amount of solvent (chloroform) in the sample after interfacial instability is too low to enable temperature-induced aggregation.

In contrast, PS-b-PEO micelles not containing PLGA remained stable in acidic medium throughout the observation period with no statistically significant change in diameter. This is consistent with previous reports that similar PCL-b-PEO micelles remain structurally stable at pH 2.5 for up to a week.Citation44 In those materials, a slight increase in size was observed, attributed to PEO coil swelling and increased repulsion between the PEO chains.Citation44 Similar mechanisms are likely involved in PS-b-PEO micelles and may explain the observed increase in polydispersity. Further, the observed stability at high temperature is also not surprising as previous studies indicate that the hydrophobic PS blocks remain immobile even when heated to temperatures close to its Tg in pure water.Citation48 PolyDots displayed a statistically significant increase in average size in acidic environments (p=0.0027), with few PolyDots observed after 9 hours of exposure to acidic medium. These findings suggest that PolyDots present a unique structure that is distinct from pure PS-b-PEO micelles and PLGA NPs.

Proposed PolyDot structure

Three structures are proposed for PolyDot (PS-b-PEO:PLGA) composites (): 1) a heterogeneous population of PLGA NPs and PS-b-PEO micelles (); 2) PS-b-PEO micelle with intercalating PLGA chains (); or 3) PS-b-PEO micelles encapsulating PLGA chains within the micelle core (). The first possibility, in which self-assembly of a composite fails and separate populations of PS-b-PEO micelles and PLGA NPs form, is not supported by our observations. The size distribution of such a system would be distinctly bimodal with separate peaks associated with the PLGA NPs and the much smaller PS-b-PEO micelles. Although there is some suggestion of two size populations in PolyDots samples (), most samples present a single peak at 31–41 nm, regardless of the PLGA:PS-b-PEO ratio. This finding does not provide strong support for the possibility of a separate population of PLGA NPs, as much larger sizes (>100 nm) indicative of PLGA NP formation are not observed. The observed smaller particles may represent general variation in the micelle size distribution. In , we see similar, but less pronounced, size distribution in control, unloaded PS-b-PEO micelles. The second possibility is that these smaller particles may represent PS-b-PEO micelles not loaded with PLGA. It is known that hydrophobic loading in the core, for example, with drugCitation49 or NPs,Citation27 can increase micelle size. Degradation tests in acidic media further suggest that PLGA NPs are not present in solution. PLGA NPs formed in conjunction with PS-b-PEO micelles would be expected to degrade similarly to PLGA NP controls and result in a size reduction with acid exposure ( and ). In stark contrast, PolyDot size increased with acid exposure, suggesting that PolyDots present a mixed micelle morphology, consisting of hydrophobic PLGA copolymers entrapped within or intercalating with the PS-b-PEO micelles.

Figure 5 Proposed PolyDot structures: (A) independent populations of PLGA NPs and PS-b-PEO micelles, (B) PS-b-PEO micelles with PLGA intercalation between block copolymer chains, and (C) PS-b-PEO micelles with PLGA entrapped in the PS core.

Abbreviations: PLGA, poly(lactic-co-glycolic acid); NPs, nanoparticles; PS-b-PEO, poly(styrene-b-ethylene oxide); PS, polystyrene.

Figure 5 Proposed PolyDot structures: (A) independent populations of PLGA NPs and PS-b-PEO micelles, (B) PS-b-PEO micelles with PLGA intercalation between block copolymer chains, and (C) PS-b-PEO micelles with PLGA entrapped in the PS core.Abbreviations: PLGA, poly(lactic-co-glycolic acid); NPs, nanoparticles; PS-b-PEO, poly(styrene-b-ethylene oxide); PS, polystyrene.

Previous reports of mixed micelles have primarily focused on BCP/polymer systems, in which the polymer is a homopolymer of one of the blocks constituting the BCP or a small-chain surfactant. In these systems, the distribution of hydrophobic polymer encapsulants within micelles is loading dependent.Citation50Citation52 Uniform distribution of polymer encapsulants throughout the micelle or via “intercalation” stretches the core blocks and is thus permitted only at relatively low encapsulant loadings. At higher loadings, the hydrophobic polymer encapsulants first form aggregates that are then stabilized by the adsorption of the BCP.Citation50 These macroscopically separated structures can reach larger sizes than uniformly mixed micelles. Although PLGA copolymers have higher molecular weights than the surfactants used in previous studies and are chemically distinct from PS-b-PEO, their entrainment within PS-b-PEO micelles likely proceeds through similar mechanisms. At low PLGA:PS-b-PEO loadings, PLGA copolymers may intercalate within the micelle core giving rise to smaller structures with sizes controlled by PS-block stretching. This would explain the tightly controlled average diameters (35–45 nm) seen in PolyDot samples with different PLGA: PS-b-PEO loadings (). This configuration would allow degradation of some of the PLGA chains that are exposed to the surrounding aqueous environments and cause eventual destabilization of the PolyDots as seen in the acid exposure studies. In addition, some of the larger structures seen at high PLGA:PS-b-PEO loadings () may be macroscopically separated structures in which a PLGA-aggregated core is stabilized by PS-b-PEO adsorption. Scattering data (ie, small-angle X-ray scattering or small-angle neutron scattering) would provide more detail on the final structure.

It should be noted that PLGA encapsulation in a micellar structure is fundamentally different from admicellar polymerization processes. In the admicellar approach, adsolubilized monomers are polymerized in situ, in the hydrophobic regions of surfactant micelles or bilayers.Citation35 In contrast, in our approach, the hydrophobic core does not serve as a reaction center for polymerization, as the encapsulant is an already polymerized PLGA chain. Thus, the encapsulation of PLGA is a physical process as opposed to a chemical reaction.

Drug encapsulation efficiency

To further evaluate PolyDots as potential drug release vehicles, the ability to encapsulate a model drug, DEX, was evaluated as a function of PGLA:PS-b-PEO ratio. As controls, PS-b-PEO micelles containing no PGLA and PLGA NPs were employed. DEX encapsulation efficiency (DEXEE) was calculated as follows:Citation53

DEXEE=DEXencapsulated(mg)DEXadded(mg)×100(1)

DEXEE in PS-b-PEO micelles was only ~7% (w/w) with significant variability between samples, indicating the poor reproducibility of these systems. DEXEE in PLGA NPs waŝ30% (). PolyDots prepared with varying PLGA:PS-b-PEO ratios also displayed DEXEE of ~30%, consistent with those of PLGA NPs. There were no statistically significant differences in DEXEE between the four PolyDot samples and PLGA NPs, but all samples were statistically different from PS-b-PEO micelles (p<0.05 for all). Thus, PolyDots display quantitatively different encapsulation behaviors to PS-b-PEO micelles despite having similar size ().

Figure 6 DEX encapsulation efficiency (DEXencapsulated/DEXadded by weight) of PS-b-PEO micelle controls, PolyDots with increasing PLGA:PS-b-PEO ratio (5, 12.5, 25, 50), and PLGA NP controls. Error bars = standard deviation from mean. All PolyDot and PLGA NP samples were statistically different from PS-b-PEO micelles (*p<0.05).

Abbreviations: DEX, dexamethasone; PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid); NP, nanoparticle; ns, not significant.

Figure 6 DEX encapsulation efficiency (DEXencapsulated/DEXadded by weight) of PS-b-PEO micelle controls, PolyDots with increasing PLGA:PS-b-PEO ratio (5, 12.5, 25, 50), and PLGA NP controls. Error bars = standard deviation from mean. All PolyDot and PLGA NP samples were statistically different from PS-b-PEO micelles (*p<0.05).Abbreviations: DEX, dexamethasone; PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid); NP, nanoparticle; ns, not significant.

Drug loading is influenced by micelle core size, core hydrophobicity, polymer–drug compatibility, and the micelle preparation method.Citation54 Higher DEXEE obtained in the PLGA-based systems (PolyDots and PLGA NPs) most likely arises from higher compatibility between DEX and PLGA, compared to PS blocks alone. Hildebrand solubility parameters, δD, δP, and δH representing contributions from dispersion, polar, and hydrogen bonding forces, respectively, have been widely used to assess compatibility between polymers and drugs.Citation55 Solubility parameters () were estimated using the group contribution method of Van Krevelen and Te Nijenhuis,Citation70 and the overall solubility parameter δTOTAL calculated using the equation:

δTOTAL 2=δD 2+δP 2+δH 2(2)

Table 3 Solubility parameters (J1/2/cm3/2) computed using the group contribution method

It has been shown that drug–polymer systems with closely matching δTOTAL and δH result in high drug loading.Citation56 In our system, δTOTAL and δH for DEX are closer to those of PLGA than to those of PS (). Thus, hydrogen bonding forces likely play an important role in enabling higher DEXEE for these PLGA-based systems. Entrapment efficiencies may be further improved by optimizing solvent, emulsification, and solvent evaporation rates.Citation57 Further, it is likely that PolyDots form first by the interaction of DEX with PLGA chains, which are in turn encapsulated into self-assembled PS-b-PEO micelles. DEX and PS-b-PEO have very different δTOTAL and δH compared to chloroform solvent, and it is therefore likely that some phase separation occurs during the evaporation process.Citation54

Drug release

Release of model drug DEX was measured over a period of 38 days (). However, incremental release was negligible for all systems after 22 days. Cumulative drug release () was highest for PolyDot 5 samples (PLGA:PS-b-PEO =5), a factor of 1.2 higher than that of PLGA NPs and 5.9 times higher compared to PS-b-PEO micelles not containing PLGA. Fractional release curves (; Mt/M, where Mt is the mass released at time t and M is the mass released at infinite time, that is, after additional release can no longer be detected) exhibit very similar behaviors for all samples.

Figure 7 (A) Cumulative drug release and (B) fractional drug release from PS-b-PEO micelles (□), PolyDots (PLGA:PS-b-PEO =5 (Δ), 12.5 (∇), 25 (◊), 50 (*)), and PLGA NPs (□). Inset: Mt/M for days 0–7.

Abbreviations: DEX, dexamethasone; PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid); NPs, nanoparticles.

Figure 7 (A) Cumulative drug release and (B) fractional drug release from PS-b-PEO micelles (□), PolyDots (PLGA:PS-b-PEO =5 (Δ), 12.5 (∇), 25 (◊), 50 (*)), and PLGA NPs (□). Inset: Mt/M∞ for days 0–7.Abbreviations: DEX, dexamethasone; PS-b-PEO, poly(styrene-b-ethylene oxide); PLGA, poly(lactic-co-glycolic acid); NPs, nanoparticles.

With the exception of PS-b-PEO micelles, all solutions contain nearly the same total amount of drug encapsulated (ie, DEXEE iŝ30% for all PolyDots and PLGA NPs). There was no statistically significant difference in the weight of drug released from all the PolyDots and the PLGA NPs from day 2 to day 38 of release. To investigate drug release mechanisms, including the role of carrier degradation versus diffusion, the data shown in were fit to the Peppas equation for the first 60% of the released drug (Mt/M ≤0.6):Citation58

MtM=ktn(3)
where k is the rate constant, correlated to diffusion rate, and n is the diffusional exponent, representing the mode of release.

The diffusional exponent, n, offers insight into the molecular mechanism governing the release phenomenon (). Control PS-b-PEO micelles and PLGA NPs are physicochemically distinct, with different mechanisms governing release behavior. PS-b-PEO micelles had an n equal to 1.15 ± 0.43, consistent with previous reportsCitation59,Citation60 and indicating Super Case II transport (ie, for spherical geometries, n>0.85).Citation61 Super Case II transport is primarily associated with release of drug from glassy polymers via chain relaxation. As water enters the glassy phase, it plasticizes the core, lowering Tg. When Tg reaches the system temperature, the polymer chains relax, increasing volume and promoting drug mobility.Citation62 The Tg of PS blocks employed iŝ80°C–90°C.Citation63 PLGA NPs displayed a diffusional exponent of 0.73 ± 0.10, indicating anomalous diffusion (0.43<n<0.85), consistent with previous reports.Citation64 PLGA NPs release drug by a combination of diffusional release and bulk degradation of the PLGA ester linkages via hydrolysis.Citation14

Table 4 Diffusional exponents and rate constants from the Peppas equation

PolyDots are composites of PS-b-PEO and PLGA. Hence, their release characteristics are expected to reflect combined attributes of both control systems. PolyDots displayed variation in n values depending on PLGA:PS-b-PEO weight ratio. PolyDots with lower ratios (ie, 5, 12.5, and 25) displayed diffusional exponents ranging from 0.92 to 0.94 – which are classified as Super Case II, similar to PS-b-PEO micelles not containing PLGA – whereas PolyDots at the highest PLGA:PS-b-PEO ratio of 50 (with the weight of PLGA same as PLGA NPs during synthesis) displayed n values of 0.77±0.14, similar to PLGA NPs and consistent with anomalous diffusion. The PLGA employed (50:50, molecular weight 50–70 kDa) is reported by the manufacturer to have a Tg of 40°C–50°C, much lower than that of PS. Thus, PLGA chains likely partially plasticize the PS core, reducing n from values observed for pure PS-b-PEO materials.

Rate constant k values support these observations. PS-b-PEO micelles displayed the highest k values, consistent with previous reports indicating rapid drug leakage from micelles resulting from poor drug–polymer interaction.Citation25 PolyDots displayed lower k values relative to the PS-b-PEO micelles because of the stronger interaction between DEX and PLGA as indicated by their δ values (). Thus, the presence of PLGA within the PolyDots served to control release and prevent rapid leakage of DEX from the carriers. PolyDot 50 and PLGA NPs exhibited similar rate constants exceeding 0.2 day−n suggesting that the PLGA content in PolyDot 50 samples may be sufficient to fully plasticize PS cores at the temperatures investigated. Nonetheless, these differences do not result in statistically significant differences in release amounts, excepting PS-b-PEO micelles.

Lyophilization

For clinical translation, shelf life and stability are critical to any drug delivery system. To determine the impact of standard storage conditions on PolyDot performance, the ability to lyophilize PolyDots containing the model coumarin 6 drug was investigated (). Freshly synthesized and lyophilized, reconstituted PolyDots displayed similar morphology with slightly reduced size post-lyophilization (). Fluorescence spectra were similar (), although there was a slight increase in fluorescence (~5%) from lyophilized PolyDots (). This may result from changes in the solvent environment, particularly water content. Thus, changes in morphology and encapsulant properties were modest in response to lyophilization.

Figure 8 PolyDots maintain morphology and encapsulant properties following lyophilization. (A) Freshly synthesized and (B) lyophilized PolyDots demonstrate similar, spherical morphology as observed in TEM. (C) Fluorescence spectra: gray markers represent lyophilized sample and white markers represent freshly prepared sample. (D) Maximum fluorescence intensity of freshly synthesized and lyophilized PolyDots. Scale bars =500 nm.

Abbreviation: TEM, transmission electron microscopy.

Figure 8 PolyDots maintain morphology and encapsulant properties following lyophilization. (A) Freshly synthesized and (B) lyophilized PolyDots demonstrate similar, spherical morphology as observed in TEM. (C) Fluorescence spectra: gray markers represent lyophilized sample and white markers represent freshly prepared sample. (D) Maximum fluorescence intensity of freshly synthesized and lyophilized PolyDots. Scale bars =500 nm.Abbreviation: TEM, transmission electron microscopy.

Cellular uptake

To confirm capability of PolyDots for intracellular drug delivery, cellular uptake of lyophilized and reconstituted, coumarin 6 dye-loaded PolyDots was examined. Two model glioma cell lines were employed, as glioma is a potential target for hydrophobic drug delivery (eg, vorinostatCitation65). Both LN229 and U87 glioma cells demonstrated the uptake of PolyDots via endocytotic mechanisms, as evidenced by punctate staining at short time points (). PolyDots initially clustered at the cell surface (, arrowheads), and within 90 minutes, these clusters were internalized into large vesicles (, arrows). These vesicles remained present within the cells for several hours (, arrows), and then dwindled in number by 24 hours (, arrows). In addition, vesicle location is variable throughout the cytoplasm. Taken together, these data strongly support the idea that PolyDots enter and move throughout the cell using preexisting endocytic and trafficking pathways. We also observe an increase in diffuse green staining (), potentially associated with coumarin 6 release, which could indicate acidic degradation of PolyDots within the lysosome. These data are supported by our observations in acidic degradation studies that most PolyDots are degraded after 9 hours of exposure to acidic media. Additionally, cytotoxicity was not observed over the course of observation, consistent with our observations that PolyDots at concentrations of up to ~150 µg/mL (unpublished) PS-b-PEO do not illicit significant cell death.

Figure 9 PolyDot uptake by LN229 and U87 glioma cells. Cultured (AD) LN229 and (EH) U87 cells exposed to PolyDot-containing medium and fixed after (A and E) 30 minutes, (B and F) 3 hours, (C and G) 90 minutes, and (D and H) 24 hours. At 30 minutes posttreatment, LN229 cells show internalization of PolyDots (arrow, A) as well as non-internalized particles (arrowheads, A). Similarly, at 3 hours posttreatment, LN229 cells show internalized (arrow, B) and non-internalized (B, arrowhead) PolyDots. At 90 minutes, most of the PolyDots have been internalized by the cells (arrow, C) and become less numerous with time (arrow, D). U87 cells treated with PolyDot-containing medium display mostly non-internalized PolyDots at 30 minutes (arrowheads, E). At 3 hours posttreatment, there is an increase in internalized PolyDots (arrow, F). Internalized PolyDots can still be detected in U87 cells at 90 minutes (arrow, G) and at 24 hours (arrow, H) posttreatment. Scale bars =20 µm.

Figure 9 PolyDot uptake by LN229 and U87 glioma cells. Cultured (A–D) LN229 and (E–H) U87 cells exposed to PolyDot-containing medium and fixed after (A and E) 30 minutes, (B and F) 3 hours, (C and G) 90 minutes, and (D and H) 24 hours. At 30 minutes posttreatment, LN229 cells show internalization of PolyDots (arrow, A) as well as non-internalized particles (arrowheads, A). Similarly, at 3 hours posttreatment, LN229 cells show internalized (arrow, B) and non-internalized (B, arrowhead) PolyDots. At 90 minutes, most of the PolyDots have been internalized by the cells (arrow, C) and become less numerous with time (arrow, D). U87 cells treated with PolyDot-containing medium display mostly non-internalized PolyDots at 30 minutes (arrowheads, E). At 3 hours posttreatment, there is an increase in internalized PolyDots (arrow, F). Internalized PolyDots can still be detected in U87 cells at 90 minutes (arrow, G) and at 24 hours (arrow, H) posttreatment. Scale bars =20 µm.

Electrospray

Finally, we evaluated the ability to produce PolyDots using a commercial-scale process: micellar electrospray.Citation37 Electrospray is a well-established, energy-efficient technique for the commercial-scale production of micron-sized particles for pharmaceutical applications.Citation66 In electrospray, electro-hydrodynamic forces stretch the chloroform–water interface until capillary instabilities induce stream breakup into monodisperse emulsion droplets.Citation67 Further scaleup can be achieved by multiplexing the coaxial electrospray system.Citation68 Previously, we showed that BCPs and hydrophobic NPs can self-assemble within these emulsion droplets to form micellar nanocomposites.Citation37

Here, electrospray synthesis of PolyDot 12.5 samples was demonstrated (), resulting in a solution with high monodispersity (polydispersity =0.14). In addition, the potential bimodal distribution of two particles sizes seen in was not observed. Lower polydispersity observed in electrospray-generated samples compared to samples generated via conventional sonication approaches may be attributed to the finer size of emulsion droplets generated by electrospray. Additionally, electrospray may be advantageous to sonication approaches as ultrasonic cavitation produces local high-temperature regions, which may be detrimental for heat-sensitive pharmaceutics. Thus, electrospray offers an attractive method of scalable production of PolyDots, minimizing polydispersity and potentially reducing drug denaturation.

Figure 10 PolyDot 12.5 samples (PLGA:PS-b-PEO =12.5) synthesized via electrospray: (A) representative TEM images and (B) size histogram of TEM data.

Abbreviations: PLGA, poly(lactic-co-glycolic acid); PS-b-PEO, poly(styrene-b-ethylene oxide); TEM, transmission electron microscopy.

Figure 10 PolyDot 12.5 samples (PLGA:PS-b-PEO =12.5) synthesized via electrospray: (A) representative TEM images and (B) size histogram of TEM data.Abbreviations: PLGA, poly(lactic-co-glycolic acid); PS-b-PEO, poly(styrene-b-ethylene oxide); TEM, transmission electron microscopy.

Conclusion

Here, we report the synthesis of PolyDots, polymer drug release carriers that combine features of PS-b-PEO micelles and PLGA NPs. PolyDots were formed using the interfacial instability approach, with PLGA added during the micelle formation process. This approach permits the formation of PLGA-containing drug carriers that are much smaller and with narrower size distributions than those synthesized via emulsion routes. PolyDots exhibited hydrophobic drug encapsulation efficiencies comparable to much larger PLGA NPs, and much higher than PS-b-PEO micelles not containing PLGA. This, most likely, results from increased hydrogen bonding provided by PLGA chains. PolyDot drug release was dependent on PLGA:PS-b-PEO ratio, with lower loadings exhibiting Super Case II release, consistent with chain relaxation, and higher loadings exhibiting anomalous diffusion, consistent with a combination of PLGA degradation and Fickian diffusion. These data support a possible structure in which PLGA is either encapsulated in the PS core or interspersed with amphiphile chains. PolyDots are taken up by cells, most likely through endocytosis, and release drug cargoes in the cytoplasm. PolyDots can be lyophilized with minimal changes in size or encapsulant properties and can be produced through scalable nanomanufacturing processes, enabling potential clinical translation. Thus, controlled size distributions, high drug loading, and tunable release characteristics of PolyDots make them promising candidates for hydrophobic drug delivery.

Author contributions

GMN, KDM, and JOW performed, designed, and interpreted PolyDot synthesis, characterization, encapsulation, and release experiments. GN and JOW performed, designed, and interpreted degradation experiments. MC and JOW performed, designed, and interpreted lyophilization experiments. ADD, MSS, and BEW performed, designed, and interpreted electrospray experiments. JX, CC, VKP, and JJO performed, designed, and interpreted cellular trafficking experiments. All authors contributed toward data analysis, drafting and critically revising the paper, gave final approval of the version to be published, and agree to be accountable for all aspects of the work. JOW was the primary editor.

Acknowledgments

This work was supported by the National Science Foundation (grant number CMMI-1344567, awarded to GMN, KDM, ADD, MSS, BEW, JOW), the National Institutes of Health (grant number NIH K24 CA160777, awarded to VKP), and the Pelotonia Cancer Research program (awarded to MAC, JX, CC, VKP, JJO, JOW). Any opinions, findings, and conclusions expressed in this material are those of the author(s) and do not necessarily reflect those of the Pelotonia Cancer Research Program.

Disclosure

The authors report no conflicts of interest in this work.

References

  • TorchilinVPMicellar nanocarriers: pharmaceutical perspectivesPharm Res200724111617109211
  • SinglaAKGargAAggarwalDPaclitaxel and its formulationsInt J Pharm20022351–217919211879753
  • KedarUPhutanePShidhayeSKadamVAdvances in polymeric micelles for drug delivery and tumor targetingNanomedicine20106671472920542144
  • PeerDKarpJMHongSFarokhzadOCMargalitRLangerRNano-carriers as an emerging platform for cancer therapyNat Nanotechnol200721275176018654426
  • ChoiHSLiuWMisraPRenal clearance of quantum dotsNat Biotechnol200725101165117017891134
  • YooJWChambersEMitragotriSFactors that control the circulation time of nanoparticles in blood: challenges, solutions and future prospectsCurr Pharm Des201016212298230720618151
  • FangJNakamuraHMaedaHThe EPR effect: unique features of tumor blood vessels for drug delivery, factors involved, and limitations and augmentation of the effectAdv Drug Deliv Rev201163313615120441782
  • DanhierFAnsorenaESilvaJMCocoRLe BretonAPréatVPLGA-based nanoparticles: an overview of biomedical applicationsJ Control Release2012161250552222353619
  • SinhaVRTrehanABiodegradable microspheres for parenteral deliveryCrit Rev Ther Drug Carrier Syst200522653560216566705
  • LuJMWangXMarin-MullerCCurrent advances in research and clinical applications of PLGA-based nanotechnologyExpert Rev Mol Diagn20099432534119435455
  • GovenderTStolnikSGarnettMCIllumLDavisSSPLGA nanoparticles prepared by nanoprecipitation: drug loading and release studies of a water soluble drugJ Control Release19995721711859971898
  • MundargiRCBabuVRRangaswamyVPatelPAminabhaviTMNano/micro technologies for delivering macromolecular therapeutics using poly(D,L-lactide-co-glycolide) and its derivativesJ Control Release2008125319320918083265
  • KwonHYLeeJYChoiSWJangYSKimJHPreparation of PLGA nanoparticles containing estrogen by emulsification-diffusion methodColloids Surf A Physicochem Eng Asp20011821–3123130
  • MakadiaHKSiegelSJPoly Lactic-co-glycolic acid (PLGA) as biodegradable controlled drug delivery carrierPolymers (Basel)2011331377139722577513
  • JiangXYZhouCSTangKWPreparation of PLA and PLGA nanoparticles by binary organic solvent diffusion methodJ Cent South Univ Technol2003103202206
  • AhlinPKristlJKristlAVrecerFInvestigation of polymeric nanoparticles as carriers of enalaprilat for oral administrationInt J Pharm20022391–211312012052696
  • JulienneMCAlonsoMJAmozaJLGBenoitJPPreparation of poly (D,L-lactide/glycolide) nanoparticles of controlled particle size distribution: application of experimental designsDrug Dev Ind Pharm1992181010631077
  • AsteteCESabliovCMSynthesis and characterization of PLGA nanoparticlesJ Biomater Sci Polym Ed200617324728916689015
  • SongCXLabhasetwarVMurphyHFormulation and characterization of biodegradable nanoparticles for intravascular local drug deliveryJ Control Release1997432–3197212
  • NishiyamaNKataokaKCurrent state, achievements, and future prospects of polymeric micelles as nanocarriers for drug and gene deliveryPharmacol Ther2006112363064816815554
  • OerlemansCBultWBosMStormGNijsenJFWHenninkWEPolymeric micelles in anticancer therapy: targeting, imaging and triggered releasePharm Res201027122569258920725771
  • ZhangKTangXZhangJPEG-PLGA copolymers: their structure and structure-influenced drug delivery applicationsJ Control Release2014183778624675377
  • KimSShiYKimJYParkKChengJXOvercoming the barriers in micellar drug delivery: loading efficiency, in vivo stability, and micelle-cell interactionExpert Opin Drug Deliv201071496220017660
  • JohnstonAPSuchGKNgSLCarusoFChallenges facing colloidal delivery systems: from synthesis to the clinicCurr Opin Colloid Interface Sci2011163171181
  • YooHSParkTGBiodegradable polymeric micelles composed of doxorubicin conjugated PLGA-PEG block copolymerJ Control Release2001701–2637011166408
  • MahajanKDVieiraGBRuanGA Magdot nanoconveyer assay detects and isolates molecular biomarkersChem Eng Prog2012108415125580052
  • RuanGVieiraGHenighanTSimultaneous magnetic manipulation and fluorescent tracking of multiple individual hybrid nanostructuresNano Lett20101062220222420450169
  • RuanGWinterJOAlternating-color quantum dot nanocomposites for particle trackingNano Lett201111394194521322589
  • MahajanKDRuanGDorcénaJSteering microtubule shuttle transport with dynamically controlled magnetic fieldsNanoscale201688641864927049749
  • NanceEZhangCShihTYXuQGSchusterBSHanesJBrain-penetrating nanoparticles improve paclitaxel efficacy in malignant glioma following local administrationACS Nano2014810106551066425259648
  • SunXRossinRTurnerJLAn assessment of the effects of shell cross-linked nanoparticle size, core composition, and surface PEGylation on in vivo biodistributionBiomacromolecules2005652541255416153091
  • EugeneMPolyethyleneglycols and immunocamouflage of the cells tissues and organs for transplantationCell Mol Biol (Noisy-le-grand)200450320921515209341
  • ZhuJHaywardRCSpontaneous generation of amphiphilic block copolymer micelles with multiple morphologies through interfacial instabilitiesJ Am Chem Soc2008130237496750218479130
  • SensPMarquesCMJoannyJFMixed micelles in a bidisperse solution of diblock copolymersMacromolecules1996291448804890
  • MagaraphanRSrinarangVAdmicellar polymerization of polystyrene on natural rubber particlesJ Elastom Plast2009415457477
  • GengYDischerDEHydrolytic degradation of poly(ethylene oxide)-block-polycaprolactone worm micellesJ Am Chem Soc200512737127801278116159254
  • DuongADRuanGMahajanKWinterJOWyslouzilBEScalable, semicontinuous production of micelles encapsulating nanoparticles via electrosprayLangmuir201430143939394824635446
  • HurtrezGDumasPRiessGPolystyrene-poly(ethylene oxide) diblock copolymers micelles in waterPolym Bull (Berlin)1998402–3203210
  • MurakamiHKobayashiMTakeuchiHKawashimaYPreparation of poly(DL-lactide-co-glycolide) nanoparticles by modified spontaneous emulsification solvent diffusion methodInt J Pharm1999187214315210502620
  • WangJLiWZhuJEncapsulation of inorganic nanoparticles into block copolymer micellar aggregates: strategies and precise localization of nanoparticlesPolymer201455510791096
  • SarkarBAlexandridisPBlock copolymer-nanoparticle composites: structure, functional properties, and processingProg Polym Sci2015403362
  • SwietachPVaughan-JonesRDHarrisALHulikovaAThe chemistry, physiology and pathology of pH in cancerPhilos Trans R Soc Lond B Biol Sci201436916382013009924493747
  • GasmiHDanedeFSiepmannJSiepmannFDoes PLGA microparticle swelling control drug release? New insight based on single particle swelling studiesJ Control Release201521312012726150116
  • HeWNXuJTDuBYFanZQSunFLEffect of pH on the micellar morphology of semicrystalline PCL-b-PEO block copolymers in aqueous solutionMacromol Chem Phys20122139952964
  • AgrawalCMHuangDSchmitzJPAthanasiouKAElevated temperature degradation of a 50:50 copolymer of PLA-PGATissue Eng199734345352
  • KloseDSiepmannFElkharrazKKrenzlinSSiepmannJHow porosity and size affect the drug release mechanisms from PLIGA-based microparticlesInt J Pharm2006314219820616504431
  • DeSRobinsonDHParticle size and temperature effect on the physical stability of PLGA nanospheres and microspheres containing BodipyAAPS PharmSciTech2004541824
  • BhargavaPTuYZhengJXXiongHQuirkRPChengSZTemperature-induced reversible morphological changes of polystyrene-block-poly(ethylene oxide) micelles in solutionJ Am Chem Soc200712951113112117263392
  • SharmaPKReillyMJJonesDNRobinsonPMBhatiaSRThe effect of pharmaceuticals on the nanoscale structure of PEO-PPO-PEO micellesColloids Surf B Biointerfaces2008611536017728116
  • ZhangLEisenbergAMultiple morphologies and characteristics of “crew-cut” micelle-like aggregates of polystyrene-b-poly(acrylic acid) diblock copolymers in aqueous solutionsJ Am Chem Soc19961181331683181
  • HashimotoTTanakaHHasegawaHOrdered structure in mixtures of a block copolymer and homopolymers. 2. Effects of molecular weights of homopolymersMacromolecules1990232043784386
  • WineyKIThomasELFettersLJSwelling a lamellar diblock copolymer with homopolymer: influences of homopolymer concentration and molecular weightMacromolecules1991242361826188
  • JudefeindAde VilliersMMDrug loading into and in vitro release from nanosized drug delivery systemsdeVilliers MMAramwitPKwonGSNanotechnology in Drug Delivery, Vol. 10. Biotechnology: Pharmaceutical AspectsNew YorkSpringer2009129162
  • LiuJLeeHAllenCFormulation of drugs in block copolymer micelles: drug loading and releaseCurr Pharm Des200612364685470117168772
  • LiuJXiaoYAllenCPolymer-drug compatibility: a guide to the development of delivery systems for the anticancer agent, ellipticineJ Pharm Sci200493113214314648643
  • ZhangJLiSLiXLiXZhuKMorphology modulation of polymeric assemblies by guest drug molecules: TEM study and compatibility evaluationPolymer200950717781789
  • SharmaHSharmaSNKumarUFormation of water-soluble and biocompatible TOPO-capped CdSe quantum dots with efficient photoluminescenceJ Mater Sci Mater Med200920Suppl 1S123S13018568389
  • RitgerPLPeppasNAA simple equation for description of solute release I. Fickian and non-fickian release from non-swellable devices in the form of slabs, spheres, cylinders or discsJ Control Release1987512336
  • VaishyaRDGokulgandhiMPatelSMinochaMMitraAKNovel dexamethasone-loaded nanomicelles for the intermediate and posterior segment uveitisAAPS PharmSciTech20141551238125124895075
  • MoránMCPaisAARamalhoAMiguelMGLindmanBMixed protein carriers for modulating DNA releaseLangmuir20092517102631027019627156
  • PeppasNABrannon-PeppasLWater diffusion and sorption in amorphous macromolecular systems and foodsJ Food Eng1994221–4189210
  • SiepmannJPeppasNAModeling of drug release from delivery systems based on hydroxypropyl methylcellulose (HPMC)Adv Drug Deliv Rev2001482–313915711369079
  • RiegerJThe glass transition temperature of polystyreneJ Therm Anal Calorim1996463–4965972
  • SchlieckerGSchmidtCFuchsSEhingerASandowEKisselTIn vitro and in vivo correlation of buserelin release from biodegradable implants using statistical moment analysisJ Control Release2004941253714684269
  • XuJSampathDLangFFVorinostat modulates cell cycle regulatory proteins in glioma cells and human glioma slice culturesJ Neurooncol2011105224125121598070
  • WuYChalmersJJWyslouzilBEThe use of electrohydrodynamic spraying to disperse hydrophobic compounds in aqueous mediaAerosol Sci Technol2009439902910
  • LoscertalesIGBarreroAGuerreroICortijoRMarquezMGanan-CalvoAMMicro/nano encapsutation via electrified coaxial liquid jetsScience200229555601695169811872835
  • DengWWWaitsCMMorganBGomezACompact multiplexing of monodisperse electrospraysJ Aerosol Sci20094010907918
  • SchenderleinSLückMMüllerBWPartial solubility parameters of poly(D,L-lactide-co-glycolide)Int J Pharm20042861–2192615500999
  • Van KrevelenDWTe NijenhuisKCohesive properties and solubilityProperties of Polymers: Their Correlation with Chemical Structure; Their Numerical Estimation and Prediction from Additive Group ContributionsElsevier2009189227