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BioMed Research International
Volume 2013 (2013), Article ID 858946, 13 pages
STAT6 siRNA Matrix-Loaded Gelatin Nanocarriers: Formulation, Characterization, and Ex Vivo Proof of Concept Using Adenocarcinoma Cells
1Department of Pharmaceutical Science, The Daniel K. Inouye College of Pharmacy, University of Hawai’i at Hilo, 200 W. Kawili Street, Hilo, HI 96720, USA
2Department of Cell and Molecular Biology, John A. Burns School of Medicine, University of Hawai’i, 651 Ilalo Street, Honolulu, HI 96813, USA
Received 1 May 2013; Accepted 13 August 2013
Academic Editor: Kamla Pathak
Copyright © 2013 Susanne R. Youngren et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
The clinical utility of siRNA therapy has been hampered due to poor cell penetration, nonspecific effects, rapid degradation, and short half-life. We herewith proposed the formulation development of STAT6 siRNA (S6S) nanotherapeutic agent by encapsulating them within gelatin nanocarriers (GNC). The prepared nanoformulation was characterized for size, charge, loading efficiency, release kinetics, stability, cytotoxicity, and gene silencing assay. The stability of S6S-GNC was also assessed under conditions of varying pH, serum level, and using electrophoretic assays. In vitro cytotoxicity performance was evaluated in human adenocarcinoma A549 cells following MTT assay. The developed formulation resulted in an average particle size, surface charge, and encapsulation efficiency as nm, mV, and , respectively. S6S-GNC showed an insignificant () change in the size and charge in the presence of buffer solutions (pH 6.4 to 8.4) and FBS (10% v/v). A549 cells were treated with native S6S, S6S-lipofectamine, placebo-GNC, and S6S-GNC using untreated cells as a control. It was observed that cell viability was decreased significantly with S6S-GNC by () compared to native S6S (%) and S6S-lipofectamine complex (. This investigation infers that gelatin polymer-based nanocarriers are a robust, stable, and biocompatible strategy for the delivery of siRNA.
RNAi is a naturally occurring gene silencing process that has the advantages of a high degree of specificity and the potential to silence genes of interest . Small-interfering RNAs (siRNA) are synthetic double-stranded RNA (dsRNA) of 21–23 base pairs that can be designed to suppress target sequences, in a process known as posttranscriptional gene silencing. In order to exert the therapeutic effect, the siRNA must be incorporated into the multiprotein RNA-induced silencing complex (RISC) . The siRNAs, as a class of therapeutic agents, are capable of efficient knockdown of targeted genes and may have a more rapid bench-to-bedside development compared to other conventional anticancer therapies and have potential in the treatment of other gene-related disease states .
The signal transducer and activator of transcription 6 (STAT6) is one of the most prominent transcription factors that regulate gene expression in response to extracellular polypeptides that lead to cellular proliferation, differentiation, and apoptosis . STAT6 is a member of a transcription factor family that is present in the latent form within the cytoplasm cells and is promptly phosphorylated by the Janus kinase (JAK) family of the tyrosine kinases following the interaction of IL4 and IL13 with the IL4 receptor alpha (IL4Rα) and IL13 receptor alpha (IL13Rα), respectively . When activated by Janus kinases, STAT6 translocates to the nucleus where it may regulate cytokine-induced gene expression. The phosphorylated STAT6 is required for responsiveness to IL-4 and IL-13 . Protein phosphatase 2A is also involved in the regulation of IL-4-mediated STAT6 signaling . STAT6 has often been associated with asthma and allergic inflammation; however, it has been shown to have a role in other disease states [7, 8]. STAT6 knockdown has been shown to inhibit proliferation and induce apoptosis in HT-29 colon cancer cells . It has also been reported that STAT6 is a survival factor in human prostate  and unphosphorylated STAT6 increases the expression of COX-2, thereby protecting nonsmall cell lung cancer (NSCLC) against apoptosis [11, 12]. Dubey et al. found that STAT6 silencing in NCI-H460 lung cancer epithelial cells leads to an increase in cholesterol production and confirmed the antiapoptotic effects of STAT6 . The STAT6 transcription activator is activated by an IL4-dependent pathway and is found to upregulate the expression of BCL2L1/BCL-X(L), which is directly responsible for the antiapoptotic effect of IL4 [13, 14]. Unfortunately, currently no STAT6 inhibitors have been approved by the FDA, and those within experimental studies (like leflunomide, pitrakinra, and salicylates) have poor clinical efficacy, pharmacokinetic properties, and adverse effects [15, 16], and this highlights the need to develop alternative STAT6 targeting approach.
The clinical utility of siRNA has been limited to its inherent properties; for example, naked siRNA is prone to degradation and has a shorter plasma half-life, rapid renal clearance, and limited permeability across cell membranes . A variety of nanocarrier (NC) systems in early cancer therapeutic clinical results showed enhanced efficacy and reduced side effects [18–27]. Cationic lipid-based systems have emerged as the most attractive for siRNA delivery; however, the use is limited due to poor transfection efficiency and toxicity . Natural polymer-based delivery systems are biocompatible and biodegradable with high physiological tolerance and low immunogenicity [29–35]. To circumvent this difficulty with siRNA delivery, we have formulated S6S as a nanotherapeutic agent by encapsulating siRNA within a gelatin nanocarrier (GNC). Gelatin is a FDA approved natural biopolymer, which is inexpensive, biodegradable, and nontoxic, has low antigenicity, and is easily modified . We hypothesized that the development of FDA approved gelatin-based nanotherapeutics of S6S will provide biostability and will deliver the S6S to the tumor cells and thereby will exert a significant anticancer activity. The mechanism of S6S cellular delivery will be achieved via electrostatic diffusion as illustrated in Figure 1. The core objective of this investigation was to develop and evaluate the biocompatible S6S nanoformulation that will enable effective intratumoral delivery.
2. Materials and Methods
Gelatin (type A; 175 g Bloom Strength; with isoelectric point of 8-9, and average molecular weight of 40–50 kDa; GELITA, USA) was graciously provided as a gift from the manufacturer. Glutaraldehyde (GTA) was purchased from Alfa Aesar (Heysham, Lancaster) as a 25% aqueous solution. Genipin (GEN) was kindly provided as a gift sample from Wilshire Technologies, Inc. (Princeton, NJ, USA). Acetaminophen (APAP) was purchased from Sigma Aldrich. STAT6 siRNA was purchased from Santa Cruz Biotechnology, Inc. (Santa Cruz, CA, USA). Ethanol, dimethyl sulfoxide (DMSO), 3-[4,5-dimethylthiazol-2-yl]-2,5-diphenyl tetrazolium bromide (MTT), and lactose monohydrate were purchased from VWR International (Radnor, PA, USA). Spectra/Por Dialysis membranes (MWCO 25 kDa and 100 kDa) were obtained from Spectrum Laboratories, Inc. (Rancho Dominguez, CA, USA). Distilled deionized and 0.22 μm filtered sterile water were used throughout the experiments. All other chemicals were either reagent or tissue culture grade.
2.1.1. Cell Culture
The A549 (human lung adenocarcinoma epithelial cell line, CCL-185, ATCC, Manassas, VA) cells were grown as monolayers in 75 cm2 tissue culture flasks (Greiner Bio-one, Monroe, NC, USA) at 37°C under 5% CO2 in F12-K supplemented medium (Life Technologies, Grand Island, NY, USA) with 10% v/v fetal bovine serum (FBS) and an antibiotic antimycotic solution of penicillin (5000 U/mL), streptomycin (0.1 mg/mL), and neomycin (0.2 mg/mL) (PSN). Cell culture media and PSN stock solutions were purchased from Cellgro (Herndon, VA, USA). Heat inactivated FBS was purchased from Atlanta Biologicals (Lawrenceville, GA, USA).
2.2.1. Selection of Gelatin Molecular Weight Fraction by Controlled Desolvation
The GNCs formed from the whole gelatin fraction were prepared by one step desolvation technique. Briefly, a 1% w/v gelatin type “A” solution was prepared by dissolving gelatin in distilled deionized H2O at 50°C under gentle stirring at 400 rpm. When the gelatin solution became homogeneous and transparent, the temperature of the solution was reduced to 35°C and 19.98 mg acetaminophen (model drug engaged to optimize formulation conditions), added, and dissolved. Then, the desolvation step was accomplished, wherein 80% (v/v) ethanol was added at a rate of 1 mL/min under constant stirring at 600 rpm. Following this, 150 μL 10% GTA was added at a rate of 0.2 mL/min to crosslink the nanocarriers. The formulation was stirred at a rate of 600 rpm for another 55 min, and the stir rate was reduced to 200 rpm until ethanol completely evaporated (process required approximately 12 hr).
The high molecular weight (HMW) fraction was prepared by the classical 2-step desolvation technique, where 5% (w/v) gelatin type “A” was first desolvated with an equal volume of acetone for 12 minutes under gentle stirring. After 12 minutes, the supernatant that contained the low molecular weight (LMW) gelatin fraction, water, and acetone was decanted and discarded. The HMW fraction sediment was allowed to dry and underwent mass reconciliation. The HMW gelatin was redissolved in distilled deionized H2O 1% (w/v) solution at 50°C under gentle stirring. When the gelatin solution became homogeneous and transparent, the temperature of the solution was reduced to 35°C and 19.80 mg acetaminophen was added and dissolved. Then, a second desolvation step commenced, where 80% v/v pure ethanol was added dropwise at a rate of 1 mL/min under a constant stirring rate of 600 rpm. Five minutes after the ethanol addition ended, 150 μL 10% GTA was added drop-wise at a rate of 0.2 mL/min to crosslink the gelatin and therefore harden the nanocarriers. The formulation was stirred at a rate of 600 rpm for another 55 min, and then 5 mL distilled deionized H2O was added and the stir rate was reduced to 200 rpm until ethanol completely evaporated.
The MMW fraction was prepared by a modified 2-step desolvation technique, where 5% w/v gelatin type “A” was first desolvated with an equal volume of acetone for 5 seconds, quickly decanted into another beaker, and then allowed to desolvate for another 12 minutes where the LMW fraction was decanted and discarded. The first contains HMW fraction, while the LMW gelatin in water and acetone supernatant was discarded. The MWW fraction sediment was allowed to dry and underwent mass reconciliation.
The MMW gelatin was redissolved in distilled deionized H2O to make a 1% w/v solution at 50°C under gentle stirring at 400 rpm. When the gelatin solution became homogeneous and transparent, the temperature of the solution was reduced to 35°C, and 22.92 mg acetaminophen was added and dissolved. Then, a second desolvation step commenced, where 80% pure ethanol was added dropwise at a rate of 1 mL/min under constant stirring at 600 rpm. Five minutes after the ethanol addition ended, 150 μL of 10% GTA was added dropwise at a rate of 0.2 mL/min to crosslink gelatin and therefore harden the nanocarriers. The formulation is stirred at a rate of 600 rpm for another 55 min, and then 5 mL distilled deionized H2O was added, and the stir rate was reduced to 200 rpm until ethanol completely evaporated.
The whole, HMW, and MMW gelatin fractions were compared for their resultant nanocarrier particle size, polydispersity index, and entrapment efficiency (EE%).
2.2.2. Formulation and Optimization of Gelatin Nanocarrier Using Taguchi Orthogonal Array Design
Type A gelatin-based nanocarriers were prepared using the 2-step desolvation technique with slight modifications (Figure 2) [37, 38]. The formulated GNC was crosslinked with more biocompatible crosslinker, GEN, as against predominantly employed GTA crosslinker [39, 40]. Briefly, GNC formulations were optimized using a Taguchi orthogonal array design with the independent variables being stir rate, ethanol volume, and GEN concentration with particle size being the dependent variable. For this investigation, APAP was used as a model drug to set formulation parameters. This optimized formula was used to prepare S6S loaded gelatin nanocarriers as briefed in the following sections of the paper.
2.2.3. Preparation of S6S Loaded Gelatin Nanocarriers (S6S-GNC)
S6S-GNC was formulated by employing the optimized 2-step desolvation methodology (Figure 2) with slight modifications [37, 40]. HMW gelatin fraction (Figure 3) that generated small sized nanocarrier was engaged for formulation development. One key amendment was made in relation to desolvating solvent, wherein diluted ethanol was employed in our method as compared to 100% ethanol in reported methods of gelatin nanoparticle preparation [37, 38]. It was anticipated that the use of a diluted ethanol solution (aqueous) will generate a milder environment for desolvation and hence lessen the chance to form larger, nonuniformly packed gelatin nanocarriers during the preparation stage. Briefly, 9 mL of 9 : 1 (v/v) ethanol to water solution was added to 10 mL (total aqueous ethanol, 90% v/v) drop-wise at a temperature of 35°C at an injection speed of 1 mL/min). After ethanol addition, 200 μL of 5 mg/mL GEN was added to dropwise to crosslink the formed nanocarriers. After 1 hr, the temperature and stir rate were reduced to 30°C and 200 rpm, respectively, in order to avoid thermal, as well as mechanical stress-induced aggregation or agglomeration. The resultant nanocarriers were purified by three cycles of centrifugation at 10,000 ×g for 30 min followed by dispersion of the pellet in PBS pH 7.4 to the original volume.
2.2.4. Particle Size, Zeta Potential Measurement
The particle size of the prepared S6S-GNC was determined by dynamic light scattering using a NICOMP ZLS 380 analyzer (PSS-NICOMP, Santa Barbara, USA) [41, 42]. The particle size of the S6S-GNC was assessed by dispersion in phosphate-buffered saline (PBS) pH 7.4. The zeta potential of the S6S-GNC was assessed by dispersion in distilled deionized sterile water. The zeta potential was calculated by Smoluchowski’s equation from the electrophoretic mobility of the S6S-GNC at 25°C. All measurements were recorded in triplicate. The number of GNC per mL of suspension will be calculated using the size of the GNC determined as described previously  using the following formula. , where is the number of GNC/volume, is the volume fraction of particles determined by viscosity, is the average volume of a GNC, and is the volume-weighed diameter determined by light scattering.
2.2.5. Determination of Entrapment Efficiency (%)
The entrapment efficiency was determined by employing Vivaspin500 ultracentrifuge filters (MWCO100 kDa, Viva Products, Inc., Littleton, MA, USA) using UV spectrophotometry to quantify the free siRNA in a sample. Briefly, S6S-GNC formulation was placed on the top of the Vivaspin filter membrane and centrifuged at 16,200 ×g for 10 min. The aqueous filtrate was then subjected to UV spectrophotometric analysis to determine the free S6S content using a BioSpek-nano Micro-volume UV-Vis Spectrophotometer (Shimadzu, Columbia, MD, USA). Sample sizes of 2 μL were loaded onto the sample mount and then analyzed using a pathlength of 0.7 mm. The entrapment of S6S within the developed formulations was calculated using the following equation:
2.2.6. In Vitro Release Profile of S6S from S6S-GNC
S6S release from S6S-GNC formulation was assessed under physiological pH employing phosphate-buffered saline (PBS; pH 7.4) as release milieu. Briefly, two mL of S6S-GNC formulation was placed inside a dialysis bag (MWCO 100 kDa, Fisher Scientific, USA). The membrane bags were placed in 50 mL of PBS pH 7.4 under constant agitation condition (300 rpm) at 37°C. At predetermined time intervals (0.5, 1, 2, 3, 4, 5, 6, 7, 24, 48, 72 hr), 0.5 mL of dissolution medium was collected, and equal volume of fresh dissolution medium was replaced to simulate perfect sink conditions. The samples were analyzed at each time interval using the S6S from the developed formulations.
2.2.7. Serum and pH Stability
Stability of S6S-GNC under conditions of varying pH and serum level was also assessed to investigate the stability of developed formulation under different environments . The S6S-GNC was incubated in PBS pH 6.4, 7.4, and 8.4 for 1 hr to assess the influence of pH on the surface charge and size of the nanoformulations. Furthermore, to develop proof that the GNC will eventually prevent in vivo degradation of S6S, stability studies were also performed under the presence of 10% v/v FBS at pH 7.4.
2.2.8. S6S Stability Study: Agarose Gel Electrophoretic Mobility Assay
Stability of encapsulated S6S was also assessed by agarose gel electrophoresis as described previously , with slight modifications. The assay was performed to examine the stability of encapsulated siRNA in its loaded as well as solution form. To mimic siRNA exposure under in vivo condition, stability was also assessed in the presence of RNAse, an enzyme that degrades siRNA [46, 47]. The 1% (w/v) agarose gel was electrophoresed at a constant voltage of 70 V until the bromophenol blue marker bands were well separated.
2.2.9. In Vitro Cytotoxicity of S6S-GNC
The effect of S6S-GNC on viability of A549 cell lines was measured using established MTT assay protocol . Briefly, A549 cells were seeded into 96-well plates at a density of 104 cells/well and incubated overnight. After this, cells were treated with S6S, S6S lipofectamine complex, placebo-GNC, and S6S loaded GNCs for 24 and 48 hr. The 96-well plates were incubated at °C, and the cell viability was measured using MTT assay . The untreated cells were used as control.
2.2.10. Cell Internalization Assay
The cell internalization was evaluated by treating Nile red dye loaded GNC in A549 cells . Briefly, A549 cells were seeded in 24-well plates (25,000/well) and were incubated with Nile red loaded GNC followed by imaging of cells at 0, 0.25, and 1 hr. The cellular uptake of the S6S-GNC A549 lung cancer cells was investigated with fluorescence microscopy using a Zeiss Axiovert 40 CFL inverted microscope with an appropriate filter set (Carl Zeiss Microscopy, LLC, USA). The fluorescent light source was an Exfo X-Cite series 120 (Lumen Dynamics Group, Inc., Mississauga, Ontario, Canada).
2.2.11. Measurement of STAT6 Protein by Western Blot
In order to assess the efficiency of STAT6 silencing by various formulations under investigation, expression levels of STAT6 protein were monitored following nanoformulation treatment with appropriate controls. Briefly, untreated control, S6S + lipofectamine complex, and S6S-GNC-treated A549 cells were lysed using RIPA buffer, and sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) was performed as per previously described [50, 51]. The SDS-PAGE gel was electrophoresed at 45 V for 30 min and then 120 V until the bromophenol blue markers were well separated. Human STAT6 and β-Actin proteins (Cell Signaling, USA) were detected using rabbit polyclonal primary antibodies (Santa Cruz Biotechnology, Inc., USA). The STAT6 antibody utilized was capable of detecting endogenous levels of total STAT6 protein. The primary antibodies were tagged with secondary anti-rabbit IgG antibody horseradish peroxidase- (HRP-) linked antibody. The affinity purified goat anti-rabbit IgG (H&L) antibody was conjugated to horseradish peroxidase by the supplier/manufacturer for use as a secondary antibody in chemiluminescent western blotting applications. Proteins were visualized using Luminol Reagent (Bio-Rad, USA).
2.3. Statistical Analysis
The experiments were conducted in triplicate with data reported as mean ± standard deviation. Experimental statistics were analyzed using Minitab 16 Statistical Software (State College, PA, USA). The significance level was set at .
3. Results and Discussion
According to a recent report by American Cancer Society, cancer is a leading cause of death in the United States, and by end of year 2013, approximately half a million Americans are anticipated to succumb to cancer . Current lung cancer treatment modalities include surgery, chemotherapy, radiation therapy, and several new investigational approaches that are now being tested including photodynamic therapy, immunotherapy, and gene therapy [53–55]. However, surgery and radiotherapy are not viable in most patients, while chemotherapy results in low response rates with adverse side effects [56, 57]. Hence, the development of newer and more effective pharmacological interventions is needed for the treatment of cancer.
The aim of this this investigation was to provide proof of concept that gelatin polymer (FDA approved polymer) based nanocarrier formulations of S6S will provide alternate mode to attain therapeutic benefit of siRNA in cancer therapy .
Gelatin is a biodegradable/biocompatible polymer approved by FDA for I.V. administration. Gelatin-based nanoparticles represent an attractive strategy, since a significant amount of bioactive can be incorporated into the protein-based nanoparticle matrix [59, 60]. Among the two subtypes of gelatin (Type-A and B), type A gelatin is positively charged at about pH 5; hence, type A gelatin was used to avail pH-dependent protonation efficiency of gelatin [61, 62]. It should be noted that type B gelatin has been previously used for siRNA delivery ; however, reports on comparative grounds between type A and type B gelatin clearly infer type A gelatin to be fitting for siRNA delivery. The gelatin type A has net positive charge that allows the efficient encapsulation of positively charged siRNAs [63–65]. Therefore, gelatin type A has been selected to formulate the S6S encapsulated nanocarriers.
For the preparation of GNC’s, a two-step desolvation technique was utilized, wherein in first step, the gelatin type A was fractionated to remove the LMW fraction using acetone as a desolvating agent, and then the second step was performed to form the nanocarriers [37, 40]. A schematic outline of formulation process has been illustrated in Figure 2. We have utilized the electrostatic interactions between the negatively charged siRNA and positive charge gelatin (type A, IEP ~8-9) to formulate the S6S encapsulated GNCs. The formulation strategy followed by us differs from the previously described methods, for example, by Kommareddy and Amiji and Lemieux et al., where neutral or negative charged noncondensing lipids or polymers and the negatively charged oligonucleotide payload are encapsulated by the physical entanglement of nucleic acid constructs within the matrix or through hydrogen bonds between the polymer and nucleic acid bases [66, 67]. Electrostatic interaction as a means of oligonucleotide or siRNA loading has been used successfully in previous studies [62, 68]; however, optimization of the formulation parameters has not been accomplished to reduce the particle size to desired range for enhanced cancer targeting (size < 100 nm) [69, 70].
The effect of varying gelatin molecular weight on formulation of GNC was also studied by Coester et al. in 2000, wherein molecular weight of gelatin was reported to be greatly influencing the stability as well as particle size of the developed gelatin nanocarriers . In view of studying the influence of various molecular weight fractions on formulation of GNCs, we have performed a systematic studies in this investigation. Our investigation on varying molecular weight fractions of gelatin illustrated that the HMW fraction had apparent advantages over the whole gelatin in respect to producing lower particle size of the resultant nanocarriers, which is in agreement with previously reported findings [37, 40]. Since HMW gelatin fraction produced smaller particle sized nanoparticles, it was anticipated that the medium molecular weight (MMW) fraction might produce further lower particle size. Typically, in nanocarrier formulation, the LMW polymers lead to formation of smaller sized nanocarriers [71, 72]. The GNC formulated with MMW fraction resulted in comparatively smaller sized nanocarrier as compared to HMW, but the variance, or the polydispersity index (PDI), was significantly higher in case of MMW (Figure 3). However, from the outcomes of our investigation, it can be evinced that there is nonsignificant difference between the HMW and MMW gelatin fractions based nanocarriers formulation (; Figure 3). This larger PDI was unexpected since the LMW fraction-based nanocarriers were anticipated to be capable of producing smaller sized particles. It may be possible that the unique combination of gelatin molecular weights remained after desolvation process might had allowed tighter packing in the spherical gelatin nanocarrier, similar to the tighter molecule packing between two different molecular weight fractions in cocrystals compared to pure crystals . Conclusively, as shown in Figure 3, the HMW fraction generated more robust nanocarriers with a lower PDI. Therefore, we have selected the HMW fraction for further development of S6S-GNC formulation.
GNC formulations were optimized using a 33 Taguchi orthogonal array design with the independent variables being stirring rate, ethanol volume, and GEN concentration and the dependent variable of particle size (Table 1). Taguchi orthogonal array design has been used extensively in the literature to evaluate the critical factors and develop the optimal formulation by reducing the number of experiments by using the orthogonal array design. Thus, this approach reduces cost and time associated with formulation optimization [74, 75]. In this investigation, we have employed Taguchi orthogonal array design to identify the relative significance of numerous variables and their interactions [76–78]. For the systematic optimization studies, APAP was employed as a model drug based on the hydrophilic nature and negative charge (pKa isoelectric point 9.38) which resembles siRNA properties [79–81]. The outcomes of these investigations are presented in Figure 4. The optimized parameters were found to be 600 rpm stirring rate, 7 mL of ethanol added as desolvating agent, and 300 μL of 10% GTA. The stir rates of 300 and 600 rpm lead to similar particle size means. Stir rate of 700 rpm generated much higher particle size means compared to the GNC prepared at 300 and 600 rpm. The crosslinker concentration in interaction with stir rate did not influence the particle size. The ethanol volume added had great influence on the particle size means with interaction with the crosslinker concentration. The formula optimized using APAP as a model drug was then engaged to formulate S6S-GNC with slight modifications. Since the optimized ethanol percent volume added to the gelatin solution was 80% v/v, a 9 : 1 (v/v) ethanol to water solution was prepared, and the final percent volume of total aqueous ethanol desolvating agent to be added was increased to 90% (v/v).
We have also utilized a modified two-step desolvation technique to prepare the GNC as a colloidal delivery system, and the key factors effecting formulation of GNC were considered in the preparation of the nanoformulation. Particle size is a highly influential dependent variable that influences the cellular uptake of nanoparticles and the tissue and organ distribution of nanoparticles . The nanocarriers with size of <100 nm were shown an improved efficacy due to the associated enhanced permeation and retention effects due to leaky tumor vasculature and improved pharmacokinetics .
Also, body distribution studies have shown that nanoparticles >230 nm will accumulate in the spleen because of the capillary diameter within this organ . Hence, optimization of gelatin nanoparticles should be performed critically to achieve the desired properties and therapeutic effects. As shown in Figure 5, the particle size and surface charge of the optimized S6S-GNC formulation were observed to be nm and + mV, respectively. Other studies that aimed to formulate gelatin nanoparticles have shown the particle size of >100 nm [37, 68, 85]. The entrapment efficiency of the S6S-GNC formulation was found to be %. The developed formulation contained 10,000 GNC per mL [42, 43, 86]. The S6S-GNCs were found to be within the desired formulation characteristics range (<100 nm particle size, >+5 mV surface charge, and >80% EE%).
The in vitro profile release of S6S from the S6S-GNC formulations as compared to plain S6S solution in PBS media is shown in Figure 6. Developed S6S-GNC formulation showed sustained release of encapsulated S6S, inferring the efficient cargo retentive property of developed formulation (Figure 6). The S6S-GNC showed <15% S6S release at 24 hr, ~50% release at 48 hr, and ~84% release at 72 hr time points. Burst release of approximately 5.0% was observed upon incubation of the nanoformulation to the PBS pH 7.4 inferring that only small fraction of loaded S6S is associated with the surface of the GNC, while the majority of S6S is within the gelatin matrix of formed GNCs . A sustained release of loaded bioactive from gelatin nanoparticles was also observed by earlier investigators, and our results are in agreement with the existing reports [69, 88].
It was widely reported that encapsulation of bioactive agents in the nanoparticles significantly ameliorates as well as prevent degradation of loaded bioactivities [70, 89]. Hence, in order to generate a proof behind our hypothesis that GNC will eventually prevent in vivo degradation of S6S, stability studies were performed under presence of buffer solutions and 10% v/v fetal bovine serum. S6S-GNC showed a nonsignificant () change in the size and charge in the presence of buffer solutions in the pH range of 6.4 to 8.4 (Figure 7). Similarly, a nonsignificant () change in the size and charge was observed in presence of FBS/PBS. The degree of GNC and serum protein interaction depends highly on the size and charge characteristics of the GNC . Reticuloendothelial system (RES) uptake in the liver or spleen occurs due to the protein absorption, which then leads to opsonization and subsequent phagocytosis by macrophages . Our developed S6S-GNC formulation was stable in terms of size under the physiological conditions.
Additionally, agarose gel electrophoretic mobility shift assay was also performed to assess the stability of entrapped siRNA during formulation conditions and exposure to RNAse. Figure 8 shows the electrophoretic mobility pattern of siRNA from the S6S-GNC compared to that of appropriate controls. The bands indicated that the naked S6S had been enzymatically degraded by the RNAse and therefore moved through the 1% agarose gel more rapidly compared to that of S6S entrapped with the GNC matrix (Figure 8). Intact super coiled RNA was recovered from the native scrambled siRNA-loaded lane. The treatment with RNAse only enzymatically degraded the S6S alone, and this effect was not noted in case of S6S-GNC. The S6S-GNC was found to be protecting the S6S from RNAse degradation. The filtrate was found to be containing only a minute proportion of added S6S, and this suggests the entrapment of S6S within the matrix of gelatin nanocarrier. The same fact can be again correlated with the observed high S6S entrapment efficiency of ~85%. In further experiments, S6S-GNCs were intentionally allowed to release their contents following the treatment with protease to confirm that the S6S was entrapped within the GNC. Intact super coiled RNA was recovered from GNC formulation treated with protease. In agreement with our findings, Kriegal and Amiji showed protection of encapsulated siRNA from degradation using gelatin nanoparticles . Our results demonstrate the formulation of a stable and functional siRNA loaded GNC (S6S-GNC) that can protect the siRNA from nucleases during systemic circulation.
After physiochemical characterization of GNC formulation, we have evaluated the in vitro cytotoxicity of the S6S loaded formulation which was evaluated against model A549 lung cancer cells following established MTT cytotoxicity assay [18, 23, 24]. Human adenocarcinoma A549 slow growing cells were selected for this investigation based as reported expression of STAT6 protein . We observed that the percent cell kill was increased significantly () with S6S-GNC (%) compared to native S6S (%) and S6S with lipofectamine (%) (Figure 9). In agreement with our findings, Shah et al. found that the HIF-1α siRNA loaded gelatin or PEG-modified gelatin nanoparticle treatment of the known HIF-1α overexpressing cell lines, SKOV3 and MDA-MB-231 cells, significantly inhibited the expression of HIF-1α compared to that of naïve siRNA, therefore reversing the aggressive phenotype of these tumors [59, 92, 93]. Placebo-GNC treatment showed >97% viability of cells demonstrating nontoxicity and safety of gelatin used in the GNC formulation (Figure 9).
The cell internalization of nanoparticles plays an important role in eliciting therapeutic effect . Therefore, we have performed cellular uptake studies employing Nile Red loaded GNC instead of cell binding studies which help us to understand the uptake of nanocarriers within the cells . Nile red is capable of fluorescent staining of intracellular lipid droplets that excites and emits at wavelengths similar to red fluorescent protein at approximately 485 nm and 525 nm, respectively . Figure 10 shows the fluorescence images of the control Nile-Red solution and the Nile-Red loaded GNC (Nile-GNC) taken after 15 min and 1 hr of treatment in A549 cells at 40x magnification. The Nile red loaded GNC clearly outperformed the Nile red solution at 15 min and 1 hr time points as shown by the apparent increase in the fluorescence associated with GNC (Figure 10). The cell internalization studies of Nile red loaded GNC formulations showed that the developed GNC formulation gets rapidly internalized within cells compared to free dye controls.
STAT6 protein is involved in tumor progression and resistance and was reported to be activated by phosphorylation; therefore, downstream expression of pSTAT6, in addition to other downstream proteins, IFNγ, TGF-β, Foxp3, IgE, and GATA3, plays important role in the tumor progression due to the resultant favoring of Th2 differentiation, cell cycle promotion, and antiapoptotoc and prometastatic properties . The phosphorylation of STAT6 to pSTAT6 leads to increased expression of GATA3 and hampered expression of IFNγ, TGF-β, and Foxp3 . Thus, inhibition of STAT6 using S6S-GNC will inhibit the effects of IL4 and promote upregulation of IFNγ and TGF-β/Foxp3 . A western blot experiment was performed to determine the effect on STAT6 downregulation in response to the treatment with the S6S-GNC as compared to the S6S-lipofectamine complex and the negative control. Figure 11 shows the effect of S6S-GNC on the expression of STAT6 in A549 cells. Developed S6S-GNC formulation was able to successfully downregulate the STAT6 protein expression in A549 cells thereby supporting the effectiveness of the developed formulation. In support of our results, Kriegel et al. demonstrated the downregulation of TNF-α using a combination of TNF-α and CyD1 siRNA loaded type B gelatin nanoparticles . Thus, it can be stated that the strategy used in this investigation successfully leads to formulation of a safe, effective, and efficacious siRNA loaded GNC. Further formulation development of ligand anchored S6S-GNC to target S6S to cancer cell is currently under progress in our laboratory. The evaluation of S6S-GNC dose response relationships against lung cancer cells needs to be studied in order to optimize the dose required for sufficient STAT6 silencing.
Stable and effective S6S-GNC formulation with small particle size of <80 nm and encapsulation efficiency of >85% was successfully developed. In addition, the formulation was found to be stable in presence of buffers solutions, serum solution, and RNAase. The S6S-GNC formulation showed sustained release of S6S, which is highly desirable considering long-term effect of formulation with reduced dosing interval. S6S loaded GNC evaluated in A549 lung cancer cell line inferred significantly () higher percent cell kill with S6S-GNC compared to that of native S6S and S6S lipofectamine. The cell internalization studies showed that the developed GNC formulation gets rapidly internalized within cells, and these results support the successful delivery of siRNA within tumor cells. Our western blot results confirmed the successful silencing of STAT6 by developed S6S-GNC formulation. The developed S6S-GNC was found to be effective in protecting S6S from degradation and able to deliver S6S within the tumor cells to exert anticancer activity.
Conflict of Interests
The authors report that they have no conflict of interests.
The authors thankfully acknowledge the financial support provided by the Leahi Fund to Treat & Prevent Pulmonary Disease of the Hawai’i Community Foundation, Honolulu, HI, USA. The authors also gratefully acknowledge the research support of the Daniel K. Inouye College of Pharmacy, University of Hawaii at Hilo and the Research Corporation of the University of Hawai’i at Hilo, HI, USA.
- O. Bagasra and K. R. Prilliman, “RNA interference: the molecular immune system,” Journal of Molecular Histology, vol. 35, no. 6, pp. 545–553, 2004.
- T. M. Rana, “Illuminating the silence: understanding the structure and function of small RNAs,” Nature Reviews Molecular Cell Biology, vol. 8, no. 1, pp. 23–36, 2007.
- H. M. Ali, G. Urbinati, M. Raouane, and L. Massaad-Massade, “Significance and applications of nanoparticles in siRNA delivery for cancer therapy,” Expert Review of Clinical Pharmacology, vol. 5, pp. 403–412, 2012.
- A. Tomkinson, A. Kanehiro, N. Rabinovitch, A. Joetham, G. Cieslewicz, and E. W. Gelfand, “The failure of STAT6-deficient mice to develop airway eosinophilia and airway hyperresponsiveness is overcome by interleukin-5,” American Journal of Respiratory and Critical Care Medicine, vol. 160, no. 4, pp. 1283–1291, 1999.
- K. Nelms, A. D. Keegan, J. Zamorano, J. J. Ryan, and W. E. Paul, “The IL-4 receptor: signaling mechanisms and biologic functions,” Annual Review of Immunology, vol. 17, pp. 701–738, 1999.
- A. Woetmann, J. Brockdorff, P. Lovato et al., “Protein phosphatase 2A (PP2A) regulates interleukin-4-mediated STAT6 signaling,” The Journal of Biological Chemistry, vol. 278, no. 5, pp. 2787–2791, 2003.
- A. Kato, H. Yoshidome, M. J. Edwards, and A. B. Lentsch, “Reduced hepatic ischemia/reperfusion injury by IL-4: potential anti-inflammatory role of STAT6,” Inflammation Research, vol. 49, no. 6, pp. 275–279, 2000.
- J. Iff, W. Wang, T. Sajic et al., “Differential proteomic analysis of STAT6 knockout mice reveals new regulatory function in liver lipid homeostasis,” Journal of Proteome Research, vol. 8, no. 10, pp. 4511–4524, 2009.
- M. Zhang, Y. Zhou, C. Xie et al., “STAT6 specific shRNA inhibits proliferation and induces apoptosis in colon cancer HT-29 cells,” Cancer Letters, vol. 243, no. 1, pp. 38–46, 2006.
- S. Das, C. P. Roth, L. M. Wasson, and J. K. Vishwanatha, “Signal transducer and activator of transcription-6 (STAT6) is a constitutively expressed survival factor in human prostate cancer,” Prostate, vol. 67, no. 14, pp. 1550–1564, 2007.
- X. Cui, L. Zhang, J. Luo et al., “Unphosphorylated STAT6 contributes to constitutive cyclooxygenase-2 expression in human non-small cell lung cancer,” Oncogene, vol. 26, no. 29, pp. 4253–4260, 2007.
- X. Y. Cui, S. C. Yang, H. Dalwadi, S. Sharma, N. Cacalano, and S. Dubinett, “STAT6 mediates IL-4 inhibition of cyclooxygenase-2 (COX-2): defining native regulation of COX-2 to develop new targets for lung cancer chemoprevention,” Cancer Epidemiology Biomarkers & Prevention, vol. 13, pp. 1879S–1880S, 2004.
- R. Dubey, R. Chhabra, and N. Saini, “Small interfering RNA against transcription factor STAT6 leads to increased cholesterol synthesis in lung cancer cell lines,” PLoS ONE, vol. 6, no. 12, Article ID e28509, 2011.
- L. Aoudjehane, P. Podevin, O. Scatton et al., “Interleukin-4 induces human hepatocyte apoptosis through a Fas-independent pathway,” The FASEB Journal, vol. 21, no. 7, pp. 1433–1444, 2007.
- N. Martin, J. A. Innes, C. M. Lambert, C. M. Turnbull, and W. A. H. Wallace, “Hypersensitivity pneumonitis associated with leflunomide therapy,” Journal of Rheumatology, vol. 34, no. 9, pp. 1934–1937, 2007.
- J. R. Cortes, M. Perez-G, M. D. Rivas, and J. Zamorano, “Kaempferol inhibits IL-4-induced STAT6 activation by specifically targeting JAK3,” Journal of Immunology, vol. 179, no. 6, pp. 3881–3887, 2007.
- K. V. Glebova, A. V. Marakhonov, A. V. Baranova, and M. I. Skoblov, “Therapeutic siRNAs and non-viral systems for their delivery,” Molekuliarnaia Biologiia, vol. 46, pp. 371–386, 2012.
- R. K. Tekade, T. Dutta, A. Tyagi, A. C. Bharti, B. C. Das, and N. K. Jain, “Surface-engineered dendrimers for dual drug delivery: a receptor up-regulation and enhanced cancer targeting strategy,” Journal of Drug Targeting, vol. 16, no. 10, pp. 758–772, 2008.
- J. Kayat, V. Gajbhiye, R. K. Tekade, and N. K. Jain, “Pulmonary toxicity of carbon nanotubes: a systematic report,” Nanomedicine, vol. 7, no. 1, pp. 40–49, 2011.
- V. Gajbhiye, P. V. Kumar, R. K. Tekade, and N. K. Jain, “PEGylated PPI dendritic architectures for sustained delivery of H2 receptor antagonist,” European Journal of Medicinal Chemistry, vol. 44, no. 3, pp. 1155–1166, 2009.
- P. Dwivedi, R. K. Tekade, and N. K. Jain, “Nanoparticulate carrier mediated intranasal delivery of insulin for the restoration of memory signaling in Alzheimer's disease,” Current Nanoscience, vol. 9, pp. 46–55, 2013.
- B. D. Kurmi, J. Kayat, V. Gajbhiye, R. K. Tekade, and N. K. Jain, “Micro- and nanocarrier-mediated lung targeting,” Expert Opinion on Drug Delivery, vol. 7, no. 7, pp. 781–794, 2010.
- R. K. Tekade, T. Dutta, V. Gajbhiye, and N. K. Jain, “Exploring dendrimer towards dual drug delivery: PH responsive simultaneous drug-release kinetics,” Journal of Microencapsulation, vol. 26, no. 4, pp. 287–296, 2009.
- P. Kesharwani, V. Gajbhiye, R. K. Tekade, and N. K. Jain, “Evaluation of dendrimer safety and efficacy through cell line studies,” Current Drug Targets, vol. 12, no. 10, pp. 1478–1497, 2011.
- R. G. S. Maheshwari, R. K. Tekade, G. Dharvekar, and D. K. Jain, “Ethosomes and ultradeformable liposomes for transdermal delivery of clotrimazole: a comparative assessment,” Saudi Pharmaceutical Journal, vol. 20, no. 2, pp. 161–170, 2012.
- M. Benfer and T. Kissel, “Cellular uptake mechanism and knockdown activity of siRNA-loaded biodegradable DEAPA-PVA-g-PLGA nanoparticles,” European Journal of Pharmaceutics and Biopharmaceutics, vol. 80, no. 2, pp. 247–256, 2012.
- G. Kaul and M. Amiji, “Biodistribution and targeting potential of poly(ethylene glycol)-modified gelatin nanoparticles in subcutaneous murine tumor model,” Journal of Drug Targeting, vol. 12, no. 9-10, pp. 585–591, 2004.
- S. Y. Yang, Y. Zheng, J. Y. Chen, et al., “Comprehensive study of cationic liposomes composed of DC-Chol and cholesterol with different mole ratios for gene transfection,” Colloids and Surfaces B, vol. 101, pp. 6–13, 2012, 2012 Elsevier B.V.
- S. Thakur, R. K. Tekade, P. Kesharwani, and N. K. Jain, “The effect of polyethylene glycol spacer chain length on the tumor targeting potential of folate modified PPI dendrimers,” Journal of Nanoparticle Research, vol. 15, p. 1625, 2013.
- R. K. Tekade, P. V. Kumar, and N. K. Jain, “Dendrimers in oncology: an expanding horizon,” Chemical Reviews, vol. 109, no. 1, pp. 49–87, 2009.
- N. K. Jain and R. K. Tekade, “Dendrimers for enhanced drug solubilization,” in Drug Delivery Strategies for Poorly Water-Soluble Drugs, pp. 373–409, John Wiley & Sons, New York, NY, USA, 2013.
- V. Gajbhiye, V. K. Palanirajan, R. K. Tekade, and N. K. Jain, “Dendrimers as therapeutic agents: a systematic review,” Journal of Pharmacy and Pharmacology, vol. 61, no. 8, pp. 989–1003, 2009.
- R. N. Prajapati, R. K. Tekade, U. Gupta, V. Gajbhiye, and N. K. Jain, “Dendimer-mediated solubilization, formulation development and in vitro-in vivo assessment of piroxicam,” Molecular Pharmaceutics, vol. 6, no. 3, pp. 940–950, 2009.
- P. Kesharwani, R. K. Tekade, V. Gajbhiye, K. Jain, and N. K. Jain, “Cancer targeting potential of some ligand-anchored poly(propylene imine) dendrimers: a comparison,” Nanomedicine, vol. 7, no. 3, pp. 295–304, 2011.
- R. S. Dhakad, R. K. Tekade, and N. K. Jain, “Cancer targeting potential of folate targeted nanocarrier under comparative influence of tretinoin and dexamethasone,” Current Drug Delivery, vol. 10, no. 4, pp. 477–491, 2013.
- C. Coester, P. Nayyar, and J. Samuel, “In vitro uptake of gelatin nanoparticles by murine dendritic cells and their intracellular localisation,” European Journal of Pharmaceutics and Biopharmaceutics, vol. 62, no. 3, pp. 306–314, 2006.
- C. J. Coester, K. Langer, H. von Briesen, and J. Kreuter, “Gelatin nanoparticles by two step desolvation—a new preparation method, surface modifications and cell uptake,” Journal of Microencapsulation, vol. 17, no. 2, pp. 187–193, 2000.
- S. Balthasar, K. Michaelis, N. Dinauer, H. von Briesen, J. Kreuter, and K. Langer, “Preparation and characterisation of antibody modified gelatin nanoparticles as drug carrier system for uptake in lymphocytes,” Biomaterials, vol. 26, no. 15, pp. 2723–2732, 2005.
- E. J. Lee, S. A. Khan, J. K. Park, and K. Lim, “Studies on the characteristics of drug-loaded gelatin nanoparticles prepared by nanoprecipitation,” Bioprocess and Biosystems Engineering, vol. 35, no. 1-2, pp. 297–307, 2012.
- S. Azarmi, Y. Huang, H. Chen et al., “Optimization of a two-step desolvation method for preparing gelatin nanoparticles and cell uptake studies in 143B osteosarcoma cancer cells,” Journal of Pharmacy and Pharmaceutical Sciences, vol. 9, no. 1, pp. 124–132, 2006.
- N. Ichite, M. Chougule, A. R. Patel, T. Jackson, S. Safe, and M. Singh, “Inhalation delivery of a novel diindolylmethane derivative for the treatment of lung cancer,” Molecular Cancer Therapeutics, vol. 9, no. 11, pp. 3003–3014, 2010.
- M. Chougule, B. Padhi, and A. Misra, “Nano-liposomal dry powder inhaler of tacrolimus: preparation, characterization, and pulmonary pharmacokinetics,” International Journal of Nanomedicine, vol. 2, pp. 675–688, 2007.
- R. R. Patlolla, M. Chougule, A. R. Patel, T. Jackson, P. N. V. Tata, and M. Singh, “Formulation, characterization and pulmonary deposition of nebulized celecoxib encapsulated nanostructured lipid carriers,” Journal of Controlled Release, vol. 144, no. 2, pp. 233–241, 2010.
- K. Langer, S. Balthasar, V. Vogel, N. Dinauer, H. von Briesen, and D. Schubert, “Optimization of the preparation process for human serum albumin (HSA) nanoparticles,” International Journal of Pharmaceutics, vol. 257, no. 1-2, pp. 169–180, 2003.
- C. Kriegel and M. Amiji, “Oral TNF-α gene silencing using a polymeric microsphere-based delivery system for the treatment of inflammatory bowel disease,” Journal of Controlled Release, vol. 150, no. 1, pp. 77–86, 2011.
- R. Reif, F. Haque, and P. Guo, “Fluorogenic RNA nanoparticles for monitoring RNA folding and degradation in real time in living cells,” Nucleic Acid Therapeutics, vol. 22, pp. 428–437, 2012.
- S. Kennedy, D. Wang, and G. Ruvkun, “A conserved siRNA-degrading RNase negatively regulates RNA interference in C. elegans,” Nature, vol. 427, no. 6975, pp. 645–649, 2004.
- N. Ichite, M. B. Chougule, T. Jackson, S. V. Fulzele, S. Safe, and M. Singh, “Enhancement of docetaxel anticancer activity by a novel diindolylmethane compound in human non-small cell lung cancer,” Clinical Cancer Research, vol. 15, no. 2, pp. 543–552, 2009.
- S. Youngren, R. Mulik, B. Jun, P. Hoffmann, K. Morris, and M. Chougule, “Freeze-dried targeted mannosylated seleniumloaded nanoliposomes: development and evaluation,” AAPS PharmSciTech. In press.
- Y. Darcan-Nicolaisen, H. Meinicke, G. Fels et al., “Small interfering RNA against transcription factor STAT6 inhibits allergic airway inflammation and hyperreactivity in mice 1,” Journal of Immunology, vol. 182, no. 12, pp. 7501–7508, 2009.
- F. W. Hoffmann, A. C. Hashimoto, L. A. Shafer, S. Dow, M. J. Berry, and P. R. Hoffmann, “Dietary selenium modulates activation and differentiation of CD4+ T cells in mice through a mechanism involving cellular free thiols,” Journal of Nutrition, vol. 140, no. 6, pp. 1155–1161, 2010.
- A. C. Society, Cancer Facts & Figures 2013, American Cancer Soceity, Atlanta, Ga, USA, 2013.
- D. H. Sterman, L. R. Kaiser, and S. M. Albelda, “Advances in the treatment of malignant pleural mesothelioma,” Chest, vol. 116, no. 2, pp. 504–520, 1999.
- M. Chougule, A. R. Patel, P. Sachdeva, T. Jackson, and M. Singh, “Anticancer activity of Noscapine, an opioid alkaloid in combination with Cisplatin in human non-small cell lung cancer,” Lung Cancer, vol. 71, no. 3, pp. 271–282, 2011.
- M. Saffari, F. H. Shirazi, M. A. Oghabian, and H. R. Moghimi, “Preparation and in-vitro evaluation of an antisense-containing cationic Liposome against non-small cell lung cancer: a comparative preparation study,” Iranian Journal of Pharmaceutical Research, vol. 12, pp. 1–8, 2013.
- J. Remon, P. Lianes, S. Martinez, M. Velasco, R. Querol, and M. Zanui, “Malignant mesothelioma: new insights into a rare disease,” Cancer Treatment Reviews, vol. 39, no. 6, pp. 584–591, 2013.
- P. A. Jänne, A. J. Wozniak, C. P. Belani et al., “Pemetrexed alone or in combination with cisplatin in previously treated malignant pleural mesothelioma: outcomes from a phase IIIB expanded access program,” Journal of Thoracic Oncology, vol. 1, pp. 506–512, 2006.
- S. Kommareddy and M. M. Amiji, “Protein nanospheres for gene delivery,” Cold Spring Harbor Protocols, 2008.
- J. Xu, S. Ganesh, and M. Amiji, “Non-condensing polymeric nanoparticles for targeted gene and siRNA delivery,” International Journal of Pharmaceutics, vol. 427, no. 1, pp. 21–34, 2012.
- Y. Won, S. Yoon, C. H. Sonn, K. Lee, and Y. Kim, “Nano self-assembly of recombinant human gelatin conjugated with α-tocopheryl succinate for Hsp90 inhibitor, 17-AAG, delivery,” ACS Nano, vol. 5, no. 5, pp. 3839–3848, 2011.
- T. R. Keenan, “Gelatin,” in Polymer Science: A Comprehensive Reference, M. Moeller and K. Matyjaszewski, Eds., vol. 10, pp. 237–247, Elsevier BV, Amsterdam, The Netherland, 2012.
- K. Zwiorek, C. Bourquin, J. Battiany et al., “Delivery by cationic gelatin nanoparticles strongly increases the immunostimulatory effects of CpG oligonucleotides,” Pharmaceutical Research, vol. 25, no. 3, pp. 551–562, 2008.
- T. Kushibiki, R. Tomoshige, Y. Fukunaka, M. Kakemi, and Y. Tabata, “In vivo release and gene expression of plasmid DNA by hydrogels of gelatin with different cationization extents,” Journal of Controlled Release, vol. 90, no. 2, pp. 207–216, 2003.
- Y. Obata, T. Nishino, T. Kushibiki et al., “HSP47 siRNA conjugated with cationized gelatin microspheres suppresses peritoneal fibrosis in mice,” Acta Biomaterialia, vol. 8, pp. 2688–2696, 2012.
- P. A. Kadengodlu, T. Aigaki, H. Abe, and Y. Ito, “Cationic cholesterol-modified gelatin as an in vitro siRNA delivery vehicle,” Molecular BioSystems, vol. 9, pp. 965–968, 2013.
- S. Kommareddy and M. Amiji, “Preparation and evaluation of thiol-modified gelatin nanoparticles for intracellular DNA delivery in response to glutathione,” Bioconjugate Chemistry, vol. 16, no. 6, pp. 1423–1432, 2005.
- P. Lemieux, N. Guérin, G. Paradis et al., “A combination of poloxamers increases gene expression of plasmid DNA in skeletal muscle,” Gene Therapy, vol. 7, no. 11, pp. 986–991, 2000.
- C. Bourquin, C. Wurzenberger, S. Heidegger et al., “Delivery of immunostimulatory RNA oligonucleotides by gelatin nanoparticles triggers an efficient antitumoral response,” Journal of Immunotherapy, vol. 33, no. 9, pp. 935–944, 2010.
- T. Saito and Y. Tabata, “Preparation of gelatin hydrogels incorporating small interfering RNA for the controlled release,” Journal of Drug Targeting, vol. 20, pp. 864–872, 2012.
- S. Giraudier, D. Hellio, M. Djabourov, and V. Larreta-Garde, “Influence of weak and covalent bonds on formation and hydrolysis of gelatin networks,” Biomacromolecules, vol. 5, no. 5, pp. 1662–1666, 2004.
- M. Alameh, D. DeJesus, M. Jean, et al., “Low molecular weight chitosan nanoparticulate system at low N : P ratio for nontoxic polynucleotide delivery,” International Journal of Nanomedicine, vol. 7, pp. 1399–1414, 2012.
- E. S. Taheri, M. Jahanshahi, and M. T. H. Mosavian, “Preparation, characterization and optimization of egg albumin nanoparticles as low molecular-weight drug delivery vehicle,” Particle & Particle Systems Characterization, vol. 29, pp. 211–222, 2012.
- D. Braga, F. Grepioni, L. Maini, and M. Polito, “Crystal polymorphism and multiple crystal forms,” Structure and Bonding, vol. 132, pp. 25–50, 2009.
- I. Asghari and F. Esmaeilzadeh, “Formation of ultrafine deferasirox particles via rapid expansion of supercritical solution (RESS process) using Taguchi approach,” International Journal of Pharmaceutics, vol. 433, pp. 149–156, 2012.
- M. Jahanshahia, M. H. Sanati, and Z. Babaeia, “Optimization of parameters for the fabrication of gelatin nanoparticles by the Taguchi robust design method,” Journal of Applied Statistics, vol. 35, no. 12, pp. 1345–1353, 2008.
- P. Severino, M. H. A. Santana, and E. B. Souto, “Optimizing SLN and NLC by 22 full factorial design: effect of homogenization technique,” Materials Science and Engineering C, vol. 32, pp. 1375–1379, 2012.
- M. D. Bhavsar, S. B. Tiwari, and M. M. Amiji, “Formulation optimization for the nanoparticles-in-microsphere hybrid oral delivery system using factorial design,” Journal of Controlled Release, vol. 110, no. 2, pp. 422–430, 2006.
- K. Dillen, J. Vandervoort, G. van den Mooter, L. Verheyden, and A. Ludwig, “Factorial design, physicochemical characterisation and activity of ciprofloxacin-PLGA nanoparticles,” International Journal of Pharmaceutics, vol. 275, no. 1-2, pp. 171–187, 2004.
- P. S. C. Sarsambi K and K. P. Rao, “Spectrophotometric estimation of gemcitabine in bulk drug and its formulation,” IJPI’s Journal of Analytical Chemistry, vol. 1, pp. 18–24, 2011.
- S. Wadher, P. Pathankar, M. Puranik, R. Ganjiwale, and P. Yeole, “Simultaneous spectrophotometric estimation of paracetamol and metoclopramide hydrochloride in solid dosage form,” Indian Journal of Pharmaceutical Sciences, vol. 70, no. 3, pp. 393–395, 2008.
- S. Dastmalchi, M. R. Rashidi, and M. Rassi, “Simultaneous determination of the pKa and octanol/water partition coefficient (Pm) of acetaminophen,” Journal of School of Pharmacy, Medical Sciences University of Tehran, vol. 4, pp. 7–14, 1995.
- M. Rahimnejad, M. Jahanshahi, and G. D. Najafpour, “Production of biological nanoparticles from bovine serum albumin for drug delivery,” African Journal of Biotechnology, vol. 5, no. 20, pp. 1918–1923, 2006.
- H. Maeda, H. Nakamura, and J. Fang, “The EPR effect for macromolecular drug delivery to solid tumors: improvement of tumor uptake, lowering of systemic toxicity, and distinct tumor imaging in vivo,” Advanced Drug Delivery Reviews, vol. 65, pp. 71–79, 2013.
- J. Kreuter, “Peroral administration of nanoparticles,” Advanced Drug Delivery Reviews, vol. 7, no. 1, pp. 71–86, 1991.
- S. A. Khan and M. Schneider, “Improvement of nanoprecipitation technique for preparation of gelatin nanoparticles and potential macromolecular drug loading,” Macromolecular Bioscience, vol. 13, pp. 455–463, 2013.
- M. B. Chougule, B. K. Padhi, and A. Misra, “Nano-liposomal dry powder inhaler of amiloride hydrochloride,” Journal of Nanoscience and Nanotechnology, vol. 6, no. 9-10, pp. 3001–3009, 2006.
- Q. Gan and T. Wang, “Chitosan nanoparticle as protein delivery carrier—systematic examination of fabrication conditions for efficient loading and release,” Colloids and Surfaces B, vol. 59, no. 1, pp. 24–34, 2007.
- Z. Hao, B. Qu, Y. Wang et al., “Preparation and characterization of lung-targeting ceftiofur-loaded gelatin microspheres,” Drug Development and Industrial Pharmacy, vol. 37, no. 12, pp. 1422–1428, 2011.
- A. Zaupa, A. T. Neffe, B. F. Pierce, U. Nöchel, and A. Lendlein, “Influence of tyrosine-derived moieties and drying conditions on the formation of helices in gelatin,” Biomacromolecules, vol. 12, no. 1, pp. 75–81, 2011.
- S. Sundar, J. Kundu, and S. C. Kundu, “Biopolymeric nanoparticles,” Science and Technology of Advanced Materials, vol. 11, Article ID 014104, 2010.
- P. P. Karmali and D. Simberg, “Interactions of nanoparticles with plasma proteins: implication on clearance and toxicity of drug delivery systems,” Expert Opinion on Drug Delivery, vol. 8, no. 3, pp. 343–357, 2011.
- S. Shah, Hypoxia in tumor angiogenesis and metastasis: evaluation of VEGFand MMP over-expression and down-regulation of HIF-1a with RNAi in hypoxic tumor cells [M.S. thesis], Northeastern University, Boston, Mass, USA, 2010.
- G. Kaul and M. Amiji, “Long-circulating poly(ethylene glycol)-modified gelatin nanoparticles for intracellular delivery,” Pharmaceutical Research, vol. 19, no. 7, pp. 1061–1067, 2002.
- K. L. Douglas, C. A. Piccirillo, and M. Tabrizian, “Cell line-dependent internalization pathways and intracellular trafficking determine transfection efficiency of nanoparticle vectors,” European Journal of Pharmaceutics and Biopharmaceutics, vol. 68, no. 3, pp. 676–687, 2008.
- P. Greenspan, E. P. Mayer, and S. D. Fowler, “Nile red: a selective fluorescent stain for intracellular lipid droplets,” Journal of Cell Biology, vol. 100, no. 3, pp. 965–973, 1985.
- P. Greenspan and S. D. Fowler, “Spectrofluorometric studies of the lipid probe, nile red,” Journal of Lipid Research, vol. 26, no. 7, pp. 781–789, 1985.
- B. H. Li, S. B. Xu, F. Li et al., “Stat6 activity-related Th2 cytokine profile and tumor growth advantage of human colorectal cancer cells in vitro and in vivo,” Cellular Signalling, vol. 24, no. 3, pp. 718–725, 2012.
- A. L. Wurster, T. Tanaka, and M. J. Grusby, “The biology of Stat4 and Stat6,” Oncogene, vol. 19, no. 21, pp. 2577–2584, 2000.
- D. Baus, F. Nonnenmacher, S. Jankowski et al., “STAT6 and STAT1 are essential antagonistic regulators of cell survival in classical Hodgkin lymphoma cell line,” Leukemia, vol. 23, no. 10, pp. 1885–1893, 2009.
- C. Kriegel, H. Attarwala, and M. Amiji, “Multi-compartmental oral delivery systems for nucleic acid therapy in the gastrointestinal tract,” Advanced Drug Delivery Reviews, vol. 65, no. 6, pp. 891–901, 2013.