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About Nanjing Tech University

Nanjing Tech University offers higher education. It is based in Nanjing, Jiangsu.

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No. 30 Puzhu South Road

Nanjing, Jiangsu, 211816,

China

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Nanjing Tech University Patents

Nanjing Tech University has filed 40 patents.

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10/25/2018

8/30/2022

Chemical processes, Sensors, Corrosion, Architectural elements, Sulfides

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10/25/2018

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8/30/2022

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Chemical processes, Sensors, Corrosion, Architectural elements, Sulfides

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Latest Nanjing Tech University News

Reduced the Food Effect and Enhanced the Oral Bioavailability of Ivacaftor by Self-Nanoemulsifying Drug Delivery System (SNEDDS) Using a New Oil Phase

May 23, 2022

Yanfei Miao,1 Shihua Zhao,1 Jian Zuo,1 Jiqin Sun,1 Jingnan Wang2 1College of Chemistry and Chemical Engineering, Taishan University, Tai’an, People’s Republic of China; 2School of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing, People’s Republic of China Correspondence: Yanfei Miao, College of Chemistry and Chemical Engineering, Taishan University, Tai’an 271000, People’s Republic of China, Tel/Fax +86-0538-6713958, Email [email protected] Purpose: The purpose of this work was to develop an ivacaftor self-nanoemulsion drug delivery system (IVA-SNEDDS) using the newly developed double headed miscellaneous lipid (DHML) as oil phase to reduce the food effect and inter-individual absorption variability of IVA. Methods: The lipids with the greatest solubility to IVA were selected as the oil phase of IVA-SNEDDS by saturation solubility method. Then, among different surfactants and co-surfactants, those with good emulsifying ability for the selected oil phase were selected, and the proportion of surfactant and co-surfactant was further selected by pseudo-ternary phase diagram. The prepared IVA-SNEDDS were screened and evaluated in vitro and in beagle dogs. Results: The optimized IVA-SNEDDS formulation consisting of DHML, Tween 80, and Transcutol HP with the weight ratio of 2:2:1 was physically stable and it was easy to disperse in water, pH 1.2 hydrochloric acid and pH 6.8 phosphate buffer solution, and generated a fine homogeneous nanoemulsion, with mean globule size less than 75 nm regardless of dilution ratio. In vitro drug release studies showed that the drug in IVA-SNEDDS could be completely released in a short time, while the drug release in IVA-suspension was less than 1% at 60 min. In vivo, using IVA-suspension (Fed) as a reference, the relative oral bioavailability of IVA-suspension (Fasted), IVA-SNEDDS (Fasted), and IVA-SNEDDS (Fed) were 23.35%, 153.63%, and 149.89%, respectively. This showed that IVA-SNEDDS could eliminate the positive food effect, improve the oral bioavailability, and reduce the IVA absorption difference between individuals. Conclusion: As the oil phase of SNEDDS, DHML can significantly improve the drug solubility and drug loading of IVA-SNEDDS. Moreover, DHML was easily emulsified and can effectively form a nanoemulsion in vivo and in vitro. The prepared IVA-SNEDDS can reduce the inter-individual absorption variability of IVA, eliminate its food effect and improve its oral bioavailability. Keywords: ivacaftor, food effect, self-nanoemulsion drug delivery system (SNEDDS), oral bioavailability, oil phase Introduction In the last three decades, oral dosage forms have been made available for about 75% of discovered active pharmaceutical ingredients (APIs). This is because most patients show better acceptance and treatment compliance with oral administration. In addition, there are some other benefits, for instance, ease of self-medication, no pain, flexibility of administration scheme, and low price. 1 , 2 Effective oral administration is faced with the need for good dissolution of drugs in aqueous gastrointestinal fluid and distribution ability through lipophilic gastrointestinal membranes. 3 For the past few years, more than 75% of new drug candidate compounds have poor solubility and are classified as class II or IV in the biopharmaceutical classification system (BCS). Therefore, they show poor dissolution and absorption in the gastrointestinal tract. 4 , 5 Additionally, we found that about 25% of marketed oral preparations demonstrated higher oral bioavailability when they were taken with food, especially high-fat food. 6 This is called the “positive food-dosage effect”, however, due to the influence of factors such as age, eating habits and beliefs (such as vegetarians), this is an inherent variable, which will be affected by the composition of a meal. 7–10 Most importantly, patients and their family members have insufficient understanding of proper medication and often do not follow instructions strictly, which increases the number of cases in which the patient’s absorption is reduced, the efficacy of the drug is reduced, or the effective therapeutic concentration is not reached when the drug is administered outside the facility. Cystic fibrosis (CF) is a serious autosomal recessive disease with shortened lifespan of patients. The main clinical manifestations include pancreatic insufficiency and chronic progressive suppurative lung disease. 11 Ivacaftor (IVA) was first approved in the USA in January 2012 and is available as a tablet and granules for the treatment of CF. The molecular formula of IVA is C24H28N2O3 and the molecular weight is 392.49. The chemical structure of IVA is shown in Figure 1 . However, one problem with oral IVA is that IVA must be taken with food to ensure its good absorption due to its poor water solubility (<0.05 microgram/mL). 12 Besides that, IVA shows significant inter-individual variability because it is metabolized by the mixed function oxidase CYP3A4. It has been reported that many patients may maintain unsatisfactory blood drug levels during the administration interval, resulting in a decline in efficacy. 13 When taken with fatty foods, the oral bioavailability of IVA increased by about 2.5–4 times. 14 The reasons for the positive phenomenon of food dose effect include the formation of micelles in the presence of oil and fat in food (increasing the solubility of drugs), reducing gastric emptying in the presence of food (increasing drug absorption time), and reducing hepatic first pass. 15 However, due to the different lifestyles of individual in the modern world, it sometimes seems difficult to follow specific instructions, such as taking medicine with food. Figure 1 Chemical structure of ivacaftor. Consequently, the development of drug delivery systems for these compounds is necessary to eliminate food effects and provide the optimal oral administration of hydrophobic drug compounds, so as to further improve the therapeutic effect and patient compliance. Many strategies have been proposed to increase the solubility and reduce the positive food effect of these APIs including but not limited to solid dispersion, 16 , 17 lipid-based formulations, 18 , 19 nanoparticles, 20 , 21 liposomes, 22 nanocrystals, 23 and complexes. 24 Among the lipid-based formulations, a self-nanoemulsifying drug delivery system (SNEDDS) has unique advantages in improving the solubility and absorption of poorly water-soluble drugs. 25 , 26 SNEDDS is a pre-concentrated mixture of surfactant(s), co-surfactant(s), and oil(s), which produces fine droplets of emulsion (5–100 nm), when diluted with water upon mild agitation or under peristalsis of the gastrointestinal tract (GIT). 27 , 28 Lipophilic API can be dissolved in the inner phase of oil/water emulsion while maintaining a dissolution state. Nano o/w emulsion provides a large surface area for drug absorption. 29 In addition, drugs present in SNEDDS can reduce enzymatic hydrolysis in GIT, reduce its pre-system clearance, and bypass liver first pass metabolism through intestinal lymphatic system absorption. 30 Moreover, SNEDDS has shown a significantly reduced food effect on the absorption of BCS II and IV drugs such as ziprasidone, itraconazole, and torcetrapib. 31–33 One of the constraints to the further development of SNEDDS is the lack of an oil phase capable of dissolving a large amount of drugs. Although many natural and semi-synthetic oil phases are available, due to their relatively simple structure, these lipids are increasingly insufficient as the oil phase in SNEDDS to solve the delivery problem of new molecules with complex structure and diverse properties. 34 , 35 As far as we know, no literature to reduce the food effect and inter-individual variability of IVA using SNEDDS has been reported. Hence, this work was aimed to fabricate an IVA self-nanoemulsifying drug delivery system (IVA-SNEDDS) to enhance its oral bioavailability under fasted state using the newly developed double headed miscellaneous lipid (DHML) as oil phase. 36 The prepared IVA-SNEDDS was analyzed and evaluated by in vitro experiments to screen the optimal prescription. Then, the best IVA-SNEDDS prescription was used for the pharmacokinetics experiment in beagle dog, and IVA-suspension as a control to confirm the preparation of IVA-SNEDDS can achieve the expected effect. Materials and Methods Materials Ivacaftor was purchased from Ideal biotechnology (Ideal, Nanjing, Jiangsu, China). Capmul GMO, Labrasol, soybean oil, isopropyl myristate (IPM), and erucic acid were obtained as a gift from Yihui Co., Ltd (Yihui, Liaocheng, Shandong, China). Ethyl oleate, Tween 80, and glycerol were bought from Nanjing Chemical Reagent Co., Ltd (Nanhua, Nanjing, Jiangsu, China). Polyethylene glycol 400 (PEG 400), Capmul MCM, Span 80, and Transcutol HP were purchased from the Anhui Shanhe Co., Ltd (Shanhe, Xuancheng, Anhui, China). Macrogolglycerol ricinoleate (Kolliphor EL) was purchased from Merck (Merck, Beijing, China). Double headed miscellaneous lipid (DHML) was obtained as gift from Taian Rutocel Co., Ltd (Tai’an, Shandong, China). HPLC Analysis The content of IVA in the samples was determined by HPLC (SHP LC1620A, Shanghai, China). The mobile phase composition was ammonium acetate buffer (pH 5.0) and acetonitrile in the volume ratio of 60:40. The flow rate was 1.0 mL/min and the separation of IVA was obtained on Waters C18 column (5 μm, 250×4.6 mm) and the detection was recorded using a UV detector at a wavelength of 225 nm. 37 Selection of Excipients Selection of excipients such as oil, surfactant, and co-surfactant were conducted by saturation solubility and % transmittance study. 38 , 39 Saturation solubility studies were developed separately by adding 0.5 g IVA in 1.0 g various excipients, such as IPM, DHML, erucic acid, soybean oil, ethyl oleate, Capmul MCM, Capmul GMO (oil), Tween 80, Span 80, Labrasol and Kolliphor EL (surfactant), and PEG 400, glycerol, Transcutol HP (co-surfactants) in a glass vial and placed on a rotary shaker for mixing at 25 rpm for 24 h, at 37 ± 0.5℃. The samples were then taken out and centrifuged at 5000 rpm (RFC = 3435 g) for 10 min at room temperature. After that, the supernatant was removed with a straw and placed in a new tube. The solubility of IVA in different excipients was determined by HPLC. All the experiments were performed in triplicate. Based on the saturation solubility, the selection of surfactant and co-surfactant were further studied by % transmittance. In brief, DHML and different surfactants (Tween 80, Span 80, Labrasol, and Kolliphor EL) in 2:1 ratio (w/w), diluted 100-fold with water and % transmittance was measured. For selecting of co-surfactant, surfactant and co-surfactant at 2:1 (w/w) were mixed with DHML, and diluted 100-fold with water and % transmittance was recorded using a UV spectrophotometer (UV-1650, Shimadzu, Japan) at 630 nm using distilled water as blank. 40 Construction of Pseudo-Ternary Phase Diagrams After the selection of excipients, oil with good solubilization capacity for IVA, surfactant and co-surfactant with good emulsification efficiency were harnessed for further study. Pseudo-ternary phase diagrams were carried out for selection of the best ratio of surfactant and co-surfactant using a water titration method. 41 Firstly, the surfactant and co-surfactant obtained from the above experiments were evenly mixed according to the weight ratios of 3:1, 2:1, 1:1, and 1:2. Then, the oil phase and Smix (surfactant/co-surfactant mixture) were mixed evenly in the weight ratio of 1:9 to 9:1 respectively. Finally, the above mixtures were placed in a conical flask, stirred at 100 rpm by magnetic stirrers (IKA, Staufen, Germany) at room temperature and titrated with water. Visual observation was done during titration and the endpoint of titration was marked when an isotropic and optically clear solution was obtained. The pseudo-ternary phase diagrams were generated using OriginPro 8.6 software (OriginLab Corporation, Northampton, MA, USA). Preparation of IVA-SNEDDS According to the experimental results of pseudo-ternary phase diagram, Smix, which can form the largest area of nanoemulsion, was selected for further preparation of IVA-SNEDDS. IVA-SNEDDS were prepared from the screened oil phase and Smix according to different weight ratios ( Table 1 ). The preparation steps were as follows: weighed the oil phase and Smix (surfactant and co-surfactant) accurately according to the data in Table 1 and placed it in a triangular flask, vortex and mixed for one minute to form a homogeneous liquid. Then, the excess IVA was added to the above liquid in an incremental manner, mixed by turbine for 30 min and centrifuged at 5000 rpm for 15 min. The supernatant was taken with a disposable pipette, placed in a test tube with a cover, and placed at room temperature until it was used for testing. Table 1 Composition of the IVA-SNEDDS Formulations and Evaluation Parameters Accelerated Physical Stability Studies The prepared IVA-SNEDDS formulations after dilution with 100-fold water (v/v), were subjected to centrifugation cycle, heating-cooling cycle, and freeze-thaw cycle as follows. Centrifugation Cycle 10 mL of the above samples were placed in centrifuge tube respectively and centrifuged at 5000 rpm for 15 min to verify that they remained stable without phase separation under centrifugation. The stable formulations were used for the next studies. Heating and Cooling Cycle 10 mL samples were put into test tubes with lids, placed in a refrigerator at 4℃ for 12 h, and then taken out and placed in an oven at 45℃ for another 12 h. 42 The above steps were repeated three times. Through visual observation, formulations that passed through the heating and cooling cycles without flocculation, phase change, or drug precipitation were used for further study. Freeze-Thaw Cycle The samples were stored at −20℃ in the refrigerator for 48 h, and then stored at 25℃ in a water bath for another 48 h. 43 Those IVA-SNEDDS which showed good performance in accelerated physical stability experiments, with no phase separation, drug precipitation or any droplet size as well as PDI (polymer dispersity index) changes were used for further studies on self-emulsification efficiency. 44 Self-Emulsification Time The time required for the spontaneous formation of nanoemulsion of IVA-SNEDDS was determined by a type II dissolution instrument of Chinese Pharmacopoeia (Tianda Tianfa, Tianjin, China). 1.0 mL of IVA-SNEDDS was dropped into the dissolution vessel containing 500 mL distilled water with a paddle speed of 50 rpm at 37 ± 0.5℃. The time required to visually observe the disappearance of IVA-SNEDDS and the formation of a clear dispersion was recorded as the self-emulsification time. 45 Effect of pH and Robustness to Dilution Robustness of IVA-SNEDDS to dilution was carried out by diluting IVA-SNEDDS with 50, 100, and 1000-fold (v/v) in various media such as water, pH 1.2 HCl and pH 6.8 PBS (phosphate buffer solution). All tested samples were placed in test tubes and stored at room temperature for 48 h to observe whether there were unstable phenomena such as drug precipitation and phase transformation. 46 Droplet Size Analysis and Zeta Potential The droplet sizes of nanoemulsion formed by IVA-SNEDDS in different solutions (water, pH 1.2 HCl and pH 6.8 PBS) and different dilution ratios (1:50, 1:100, and 1:1000 v/v) were studied. The particle size distribution, PDI and zeta potential of droplets were measured by dynamic light scattering (Malvern Zetasizer, Nano ZS-90, Worcestershire, UK). Average droplet size, PDI, and zeta potential values were recorded. Drug Content Determination Precisely weighed an appropriate amount of IVA-SNEDDS into a 100 mL volumetric flask, methanol added to dissolve, shaken well, and filtered through 0.45 μm membrane (Jinteng, Tianjin, China). 47 The above samples were used to determine the content of IVA according to the external standard method under “HPLC analysis”. All the experiments were performed in triplicate. Transmission Electron Microscopy (TEM) The IVA-SNEDDS was diluted 100-fold with water and a drop of sample was placed on a copper grid. The sample was stained with 1% phosphotungstic acid solution for 40 s and finally put under an electron microscope (Philips Tecnai 12, Eindhoven, the Netherlands) to visualize the particle morphology. In vitro Drug Release Study The drug release profiles of IVA-SNEDDS and IVA suspension were conducted by dialysis bag technique. 40 In short, IVA-SNEDDS (equivalent to IVA 150 mg) and IVA suspension (150 mg IVA was added to 1 mL water and mixed by vortex for 10 min) were filled in the dialysis bag (12,000–14,000 Da). These dialysis bags were put into dissolution vessels containing different dissolution media. The study was carried out in 900 mL water, pH 1.2 HCl and pH 6.8 PBS at 37 ± 0.5℃ with the paddle speed of 50 rpm separately. At defined time intervals (5, 10, 15, 30, 45, and 60 min), 5 mL aliquots were withdrawn and replaced with fresh medium. The concentrations of drug diffusing through the bag were determined by HPLC. Storage Stability Studies The optimal IVA-SNEDDS was filled in vials and placed in a stability chamber (Yiheng, Shanghai, China) at 40 ± 2℃ and 65 ± 5% relative humidity (RH) for storage stability experiments. At different times, such as 0, 1, 2, 3, and 6 months, some vials were taken out, and the appearance, self-emulsifying ability, particle size, etc. of IVA-SNEDDS were measured. Pharmacokinetic Studies in Beagle Dogs The pharmacokinetic studies described here were performed according to the animal care protocols approved by Taishan University Ethics Committee under approval number 20201001 for the use of experimental animals, in accordance with the National Institute of Health Guide for the Care and Use of Laboratory Animals. An open-label, four-cycle, four-sequence, two-treatment, cross-feeding, and fasting study was carried out in male beagle dogs, weighing 10–12 kg. 48 , 49 Twenty-four beagle dogs were randomly divided into 4 groups of 6 dogs each. Table 2 details the design method of the pharmacokinetic experiments with IVA-SNEDDS (equivalent to IVA 150 mg) and IVA suspension (containing 150 mg IVA). The washout time between two periods was 7 days. Table 2 Design of in vivo Pharmacokinetic Study in Beagle Dogs In the fasting study, dosing was administered to dogs in the morning that had been fasted for 12 h, followed immediately by oral gavage with 50 mL of water. In the feeding study, dogs that were fasted for 12 h were fed a diet consisting of 150 g of dry dog food (20% crude protein; 10% crude fat; 10% water; 9% crude fiber) in the morning. They were dosed (IVA-SNEDDS or IVA suspension, both of them containing 150 mg IVA) and then immediately given 50 mL of water by oral gavage. 4 mL of blood was collected from the forelimb vein using a vacuum blood collection tube containing heparin sodium at time points 0.5, 1.0, 1.5, 2, 2.5, 3, 4, 6, 8, 12, and 24 h after administration, respectively. The collected whole blood samples were centrifuged for 10 min at 4000 rpm immediately, and the supernatant was aspirated with a disposable pipette into a new plastic centrifuge tube with a lid and stored in the refrigerator at −20℃. Determination of Plasma Concentration of IVA First, the samples were taken out of the refrigerator and thawed at room temperature. Then precisely measured 1.0 mL of plasma sample, 40 μL of tezacaftor methanol solution (1.0 μg/mL, internal standard solution) and 5.0 mL of ethyl acetate placed into the same conical centrifuge tube were vortexed for 10 min. After that the samples were centrifuged at 4000 rpm for 10 min, the supernatants were taken into the centrifuge tube, and then the solvent removed by vacuum rotary evaporation. Lastly, precisely measured 100 μL of mobile phase solution was added to the above centrifuge tube to dissolve the residue. The drug content in the samples was determined by HPLC. The results of the assay were used to draw the serum concentration-time profile. Pharmacokinetic analyses were conducted using DAS 2.0 software package (China Food and Drug Administration, Beijing, China). The peak concentration (Cmax) and its time (Tmax) were obtained directly from serum concentration-time profile. Statistical Analysis Data were expressed as mean ± standard deviation (SD). Statistical analysis was done by Student’s t-test using GraphPad Prism 5 software (GraphPad Software Inc., San Diego, CA, USA). A p value of < 0.05 was considered statistically significant. Results and Discussion Selection of Excipients For SNEDDS, the oil phase plays an important role in improving the solubility and bioavailability of drugs. Among various oils, IVA shows better solubility in IPM with 211.2 ± 9.8 mg/g, however, IVA has the highest solubility in DHML (255.4 ± 12.3 mg/g, Figure 2 ). Therefore, it was selected as the oil phase for the development of IVA-SNEDDS. DHML is a new lipidic biocompatible and safe material for SNEDDS. As an oil phase, the structure and properties of DHML are diverse. The molecular structure of DHML comprises a hydrocarbon chain (fat soluble tail) and poly (propyl ether imine) dendron head group linked through an ester bond and propylene spacer (to easily form hydrogen bonds with drugs). 36 The structural formula of DHML is shown in Figure 3 . Figure 2 IVA solubility in different excipients (mean ± SD, n = 3). Abbreviations: IPM, isopropyl myristate; DHML, double headed miscellaneous lipid; PEG, polyethylene glycol. Figure 3 Chemical structures of DHML. Abbreviation: DHML, double headed miscellaneous lipid. The selection criteria of the surfactant and co-surfactant were on the strength of their emulsification efficiency for DHML instead of their ability to solubilize IVA. Highest solubility among the surfactants of IVA is Labrasol (186.7 ± 15.3 mg/g, Figure 2 ) but it had less capacity to emulsify DHML as we can see from the % transmittance value of 65.54 ± 2.81%. Tween 80 is a partial fatty acid ester of sorbitol and its anhydride contains 20 units of oxyethylene. The fatty acid composition is 70% oleic acid with several other fatty acids such as palmitic acid. This had maximum capacity to emulsify DHML (% transmittance value of 98.46 ± 1.52%) and the second highest solubility on IVA (117.6 ± 8.5 mg/g, Figure 2 ). Therefore Tween 80 was selected as the surfactant for further study. 50 , 51 Transcutol HP was demonstrated with the highest solubility (154.3 ± 6.2 mg/g, Figure 2 ) of IVA and maximum ability to emulsify DHML (% transmittance value of 97.88 ± 1.66%). Besides that, Transcutol HP has the ability to alter the viscosity of aqueous phase and affect the mass transport kinetics of surfactant and oil. 52 The combination of surfactant and co-surfactant with high and low hydrophilic lipophilic balance (HLB) values results in the rapid formation of a stable emulsion with fine emulsion globule size upon dispersion in water. 53 Hence Tween 80 (HLB 15) and Transcutol-HP (HLB 4) were chosen as surfactant mixture in this study. Therefore, based on the above experimental results, in order to prepare a SNEDDS with high drug solubility and easy emulsification, DHML, Tween 80, and Transcutol HP were finally selected as the oil phase, surfactant, and co-surfactant for preparing IVA-SNEDDS. Construction of Pseudo-Ternary Phase Diagrams Pseudo-ternary phase diagrams of DHML (oil) and Smix (Tween 80 as surfactant and Transcutol HP as co-surfactant) were used to study the emulsifying ability of Smix to DHML and the range of forming nanoemulsion ( Figure 4 ). The colored areas in Figure 4 represent the range in which DHML and different ratios of Smix can form nanoemulsions. The larger the area, the stronger the ability to spontaneously form microemulsions. It can be clearly seen from Figure 4 that when Smix is 2:1, that is, when the weight ratio of Tween 80 and Transcutol HP is 2:1, the microemulsion area formed is the largest. Thus, the optimal Tween 80 and Transcutol HP ratio of 2:1 was fixed for further investigation. Figure 4 Pseudo-ternary phase diagram of systems containing Smix ratios 1:1 (A), 2:1 (B), 3:1 (C) and 1:2 (D) for Tween 80/ Transcutol HP using DHML as oil and water as titrant (colored domain represents nanoemulsion existence region). Abbreviation: DHML, double headed miscellaneous lipid. Accelerated Physical Stability Studies Tables 1 and 3 present the accelerated stability test results of formulations F1–F7. As can be seen from Table 1 , formulation F6 and F7 failed to pass the freeze-thaw test due to drug precipitation occurring. All other formulations F1–F5 showed good stability with no indication of drug precipitation, phase separation, and no significant change in droplet size and PDI ( Table 3 ). This will prove that IVA-SNEDDS can remain stable after nanoemulsions are formed in vivo. Table 3 Accelerated Stability for IVA-SNEDDS Self-Emulsification Time With SNEDDS formulation, whether a microemulsion can be formed rapidly and spontaneously after oral administration is the premise to ensure the advantages of the drug delivery system. Therefore, the self-emulsification time is a key index to evaluate the prepared IVA-SNEDDS. The study showed that formulations F1–F5 ( Table 1 ) could disperse totally and rapidly when diluted under mild agitation, which indicates that the IVA-SNEDDS will readily self-nanoemulsify and disperse in GIT fluids. The emulsification times of formulations F1–F5 were 12 ± 3 s, 29 ± 5 s, 35 ± 5 s, 48 ± 7 s, and 55 ± 8 s, respectively. The combination of non-ionic surfactant with high hydrophilic lipophilic balance value 15 (Tween 80) and low hydrophilic lipophilic balance value 4 (Transcutol HP) bring out the rapid formation of a stable emulsion. Those visual observations illustrated that with increased proportion of Smix in the system, the self-emulsification time was shorter. Drug Loading Efficiency and Optimization of IVA-SNEDDS The drug loading efficiencies in prescription F1–F5 are shown in Table 1 . As can be seen from the table, drug content increases with the increase of oil phase. This was consistent with the solubility test results. Among the excipients screened, IVA has the highest solubility in DHML ( Figure 2 ). However, because F9 and F8 could not spontaneously form emulsions, and F7 and F6 produced drug precipitation in freeze-thaw experiments, these four prescriptions were eliminated. With the increase of oil phase ratio (from 1:9 to 5:5), there was a gradual increase in droplet size from 26.56 ± 2.56 to 68.87 ± 4.21 nm, but PDI has maintained under 0.4 ( Table 3 ). Finally, F5 was selected as the best prescription for further in vitro characterization. The addition amounts of each component in prescription F5 were: IVA 0.579 g, DHML 1.5 g, Tween 80 1.0 g and Transcutol HP 0.5 g, respectively. Effect of pH and Robustness to Dilution Since the environment of the GIT changes greatly, whether SNEDDS can form a uniform and stable microemulsion in different environments is also very important for drug absorption. The drugs encapsulated in SNEDDS may cause precipitation and other phenomena due to changes in the environment. 54 To investigate the pH and volume variation of the droplet size in the transition from stomach to intestine following oral administration, IVA-SNEDDS formulation (F5) was diluted in various media such as water, pH 1.2 HCl, and pH 6.8 PBS with different dilution ratios. Experimental data showed that IVA-SNEDDS was able to form uniform transparent nanoemulsions at different pH solutions even upon dilution of 1000-fold, with the droplet size in the range of 67.44–71.23 nm ( Table 4 , Figure 5 ). Besides that, the small PDI value (<0.3) and its little change upon dilution can prove that the nanoemulsion formed by IVA-SNEDDS is relatively stable. 55 Table 4 Robustness to Dilution of IVA-SNEDDS with Different Medium Figure 5 The droplet size distribution of IVA-SNEDDS. Abbreviations: IVA, ivacaftor; SNEDDS, self-nanoemulsifying drug delivery system. Since DHML has a tertiary amine structure, zeta potential values of IVA-SNEDDS upon dilution with water were found within the scope of 3.4–6.7 mV. Tween 80 and Transcutol HP are non-ionic surfactants that are not charged when forming microemulsions. 19 According to Balakumar et al., the zeta potential value of ± 30 mV can offer stability to the system. 54 Although the zeta potential of the optimal prescription is not within the above range, there were no significant differences in droplet size and PDI after storage in room temperature for 48 h. The small positive zeta potential values together with absorbed surfactant and co-surfactant layers will provide the required repulsive forces prevent globule coalescence. Transmission Electron Microscopy (TEM) Figure 6 portrays the transmission electron microscopic image, depicting the morphology of the reconstituted IVA-SNEDDS formulation. As illustrated in Figure 6 , all formed nanoemulsions were spherical, with globule size of less than 100 nm which is in accordance with the results acquired from droplet size analysis. Besides that, Figure 6 clearly illustrates that there are no signs of coalescence, indicating thereby the enhanced physical stability of the formulation. Figure 6 Transmission electron microscopy of IVA-SNEDDS. Abbreviations: IVA, ivacaftor; SNEDDS, self-nanoemulsifying drug delivery system. In vitro Drug Release Study In order to increase the oral absorption of insoluble drugs and reduce the influence of food on their absorption, it is important to increase the dissolution of drugs in GIT. IVA is a poorly soluble drug with a solubility of less than 0.05 μg/mL in water. As shown in Figure 7 , the drug release profiles of IVA from IVA-suspension were incomplete. Less than 1% of the drug released from the three different pH dissolution media. On the other hand, more than 90% of IVA was released from IVA-SNEDDS in three different pH media, showing faster and complete drug release profiles compared with IVA-suspension ( Figure 7 ). This is because IVA is already dissolved in the formulation of SNEDDS. When it is put into the dissolution vessel, a nanoemulsion is spontaneously formed along with agitation. Moreover, the nanoemulsion can remain stable under different pH and dilution ratios. Thus, based on the results of in vitro drug release studies, we predicted that IVA-SNEDDS would reduce the food effect, and increase IVA oral bioavailability, especially in fasted state. Figure 7 In vitro drug release profiles of IVA-SNEDDS and IVA-suspension from (A) water; (B) pH 1.2 HCl; (C) pH 6.8 PBS. Data are expressed as mean ± SD (n = 6). Abbreviations: IVA, ivacaftor; SNEDDS, self-nanoemulsifying drug delivery system; PBS, phosphate buffer solution. Storage Stability Studies The storage stability test results for formulation F5 are shown in Table 5 . It can be seen from Table 5 that the content of the drug in IVA-SNEDDS is maintained between 99.63–99.85%, which proves that the drug dissolved in SNEDDS can still remain stable under the experimental conditions for at least 6 months. Further, the appearance, particle size, PDI, and other key parameters of IVA-SNEDDS did not change significantly compared with the beginning, which indicated the formulation exhibited a good shelf life. Table 5 Stability Data of IVA-SNEDDS Pharmacokinetic Studies in Beagle Dogs Mean plasma IVA concentration-time profiles following oral administration of IVA-SNEDDS and IVA suspension in fasted and fed dogs are shown in Figure 8 . The noncompartmental pharmacokinetic parameters were calculated to evaluate the absorption behavior of IVA from IVA-suspension and IVA-SNEDDS. Table 6 presents the relevant mean pharmacokinetic parameters for IVA suspension and IVA-SNEDDS. Table 6 Pharmacokinetic Parameters of IVA in Beagle Dogs (n = 24) After Oral Administration of IVA-Suspension and the IVA-SNEDDS Figure 8 Plasma concentration vs time profile of IVA following a single oral administration of IVA-suspension and IVA-SNEDDS in the fasted and fed state. Data are expressed as mean ± SD (n = 24). Abbreviations: IVA, ivacaftor; SNEDDS, self-nanoemulsifying drug delivery system. Different from the results of the in vitro drug release study, the absorption of IVA in vivo is slow, and the Tmax is about 2.1–2.9 h. First, this is because the rate and extent of oral drug absorption is determined by a complex interaction between a drug’s physicochemical properties, gastrointestinal (GI) physiologic factors, and the nature of the formulation administered. Different regions of the GI tract have different drug absorptive properties. Thus, the transit time in each GI region and its variability between subjects may contribute to the variability in the rate and/or extent of drug absorption. 56 , 57 Presently, no single in vitro drug release model exists which is able to fully and consistently predict the in vivo performance of SNEDDS. 58 Second, self-nanoemulsion can promote the lymphatic absorption of drugs, and the speed of lymphatic circulation is much slower than that of blood circulation, 59 which may also be the reason why the Tmax of the drug is about 2.5 h. For IVA-suspension, the significant inter-individual variability was seen in the standard deviations of the major pharmacokinetic parameters, the mean (±SD) for area under the concentration-time curve (AUC (0–24 h)) and maximum concentration (Cmax) were 49.368 ± 14.654 μg·h/mL, 6.895 ± 1.682 μg/mL (Fed) and 11.547 ± 3.876 μg·h/mL, 1.963 ± 0.548 μg/mL (Fasted), respectively. Further, after oral administration of IVA-suspension in the fed state, pharmacokinetic parameters of AUC (0–24 h) and Cmax were 4.3-fold and 3.5-fold higher than those in the fasted state, respectively ( Table 6 ). These results are consistent with earlier literature that showed the exposure of market product IVA increased approximately 2.5- to 4-fold when given with food that contains fat in healthy volunteers. 13 , 14 In contrast to the significant effects of food on absorption of IVA-suspension or marketed product, the food has no significant effect on the pharmacokinetics of IVA with IVA-SNEDDS formulation ( Table 6 ), as the relative bioavailability (IVA-suspension (Fed) as reference) of IVA-SNEDDS in the Fed and Fasted state were 149.89% and 153.63%, respectively. Besides that, IVA-SNEDDS formulation showed reduced inter-individual variability with the standard deviations of the major pharmacokinetic parameters after oral administration of the IVA-SNEDDS formulation was decreased. This may be due to the fact that after oral administration of IVA-SNEDDS, IVA-SNEDDS can form a nanoemulsion under the slight peristalsis of the gastrointestinal tract, and the nanoemulsion increases the absorption area of IVA in the gastrointestinal tract. 60 In addition, the drug is dissolved in the oil phase and is located in the core of the nanoemulsion, which is not affected by environmental changes such as pH, ions, and food in the gastrointestinal tract, and can also reduce the degradation effect of enzymes on it. 61 For water-insoluble drugs such as IVA, the ability to dissolve in the gastrointestinal tract is a prerequisite for drug absorption. After oral administration of drugs, due to individual differences, the gastrointestinal environment varies greatly, which has a great impact on the dissolution and absorption of drugs. Even due to the different eating habits of each person, the environment of the gastrointestinal tract before and after meals will also undergo dramatic changes, which will also lead to changes in drug absorption. 62 IVA-SNEDDS can rapidly form a nanoemulsion under peristalsis of the gastrointestinal tract, and the solubility of the drug wrapped in SNEDDS is not only unaffected by food, pH and bile in the gastrointestinal tract but it also protects the drug from enzymatic degradation. Therefore, SNEDDS could be a promising alternative for delivery of IVA, by improving oral bioavailability and reducing the food effect on drug absorption. Nevertheless, further studies are needed to recommend the optimal IVA-SNEDDS formulation for use in clinical applications. Conclusion In this paper, a newly developed lipid substance DHML was used to construct an IVA-SNEDDS which showed solubility enhancement and no food effect of IVA. Due to the diversity of structural properties of DHML, it showed it greatly improves the solubility of IVA compared with other oils. The IVA-SNEDDS formulation consisting of DHML, Tween 80, and Transcutol HP spontaneously formed uniform nanoemulsions in different pH media with slight stirring and the mean globule size was less than 75 nm regardless of dilution ratio and pH conditions. In addition, IVA-SNEDDS showed good stability at the end of six months under 40 ± 2℃ and 65 ± 5% relative humidity (RH) storage conditions. The in vitro drug release showed complete and fast release of above 95% within 15 min. The results of the in vivo pharmacokinetic study show that the prepared IVA-SNEDDS using DHML can enhance the solubility of IVA as well as increase the oral absorption in the fasted state, thereby reducing the food effect on the absorption of IVA. In conclusion, this paper indicated that SNEDDS prepared by using DHML as oil phase can increase the drug loading of insoluble drugs in SNEDDS. These data provide proof of concept that, when IVA-SNEDDS is used in clinical practice, oral bioavailability of IVA will be increased together with a reduction in inter-individual absorption variability and the impact of food on drug absorption. Acknowledgments The authors are grateful to Taian Rutocel co., Ltd (Tai’an, Shandong, China) for providing DHML as a gift sample. This research was funded by Taishan University “1958 Talent Project”, grant numbers 2019-48. Disclosure

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