Next Article in Journal
Fully Relaxed, Crack-Free AlGaN with upto 50% Al Composition Grown on Porous GaN Pseudo-Substrate
Next Article in Special Issue
Structural and Functional Analysis of Dengue Virus Non-Structural Protein 5 (NS5) Using Molecular Dynamics
Previous Article in Journal
Molecular Dynamics Simulation of the Crystallization Behavior of Octadecane on a Homogeneous Nucleus
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

In Vitro Physical Characterizations and Docking Studies on Carvedilol Nanocrystals

by
Jamal Moideen Muthu Mohamed
1,
Ali Alqahtani
2,
Farid Menaa
3,*,
Saminathan Kayarohanam
4,
Adel Al Fatease
5,
Taha Alqahtani
2,
Ali Alamri
5,
Mohamed El-Sherbiny
6,
Sundarapandian Ramkanth
7 and
Ashok Kumar Janakiraman
8,*
1
Vaasudhara College of Pharmacy, Sante Circle, Hoskote 562114, Karnataka, India
2
Department of Pharmacology, College of Pharmacy, King Khalid University, Guraiger, Abha 62529, Saudi Arabia
3
Department of Nanomedicine, California Innovations Corporation, San Diego, CA 92037, USA
4
Faculty of Bio-Economy and Health Sciences, Geomatika University College, Kuala Lumpur 54200, Malaysia
5
Department of Pharmaceutics, College of Pharmacy, King Khalid University, Guraiger, Abha 62529, Saudi Arabia
6
Department of Basic Medical Sciences, College of Medicine, AlMaarefa University, Riyadh 11597, Saudi Arabia
7
Department of Pharmaceutics, Karpagam College of Pharmacy, Coimbatore 641032, Tamil Nadu, India
8
Faculty of Pharmaceutical Sciences, UCSI University, Cheras, Kuala Lumpur 56000, Malaysia
*
Authors to whom correspondence should be addressed.
Submission received: 8 June 2022 / Revised: 3 July 2022 / Accepted: 12 July 2022 / Published: 16 July 2022
(This article belongs to the Special Issue Computational Research into Pharmaceutical Crystals)

Abstract

:
The major goal of this investigation was to prepare carvedilol nanocrystals (CRL-NCs) for better solubility, stability, and bioavailability. Using polyvinyl pyrolidine K-30 (PVP) and sodium dodecyl sulphate (SDS) as stabilisers, CRL-NCs were effectively synthesised by emulsion-diffusion, followed by the high-pressure homogenization (HPH) method. The AL classes of phase solubility curves with ideal complexes produced with stabilisers were estimated by thermodynamic parameters. The docking study was performed with the active site of a β-1 adrenoreceptor protein, and the CRLs docking score was revealed as −23.481 Kcal/mol−1. At 25 and 37 °C, the optimum interaction constant was determined for PVP (144 and 176 M−1) and SDS (102 and 121 M−1). The average particle size (PS) of the produced stable CRL-NCs is 58 nm, with a zeta potential of −27.2 ± 2.29 mV, a poly dispersibility index of 0.181 ± 0.012, a percentage yield of 78.7 ± 3.41, drug content of 96.81 ± 3.64%, and entrapment efficiency of 83.61 ± 1.80%. The morphological data also reveals that the CRL-NCs were nearly sphere shaped, with distinct and smooth surfaces. CRL-NCs were studied using X-ray diffraction (XRD), fourier transform infrared (FT-IR) spectroscopy, and differential scanning calorimetry (DSC), and the results show no chemical structural alterations, even when PS was reduced. NCs accelerate their in vitro dissolution release rate by about three times faster than CRL-MCs (microcrystals). When kept at 4 °C, the CRL-NCs exhibit good physical stability for six months. As a result, the CRL-NCs created via emulsion-diffusion followed by HPH with stabilisers can be used to increase the solubility, stability, and bioavailability of poorly soluble or lipophilic drugs.

1. Introduction

An increasing number of poorly soluble or lipophilic drugs necessitates a novel strategy for achieving the appropriate bioavailability after delivery. Many methods were established to enhance the solubility and improve the dissolution of poorly water-soluble drugs, including salt formation, solid dispersion, inclusion complex, micronization, and others [1], all of which aim to increase the wettability, solubility, and surface area of drug particles. The thermal and chemical deterioration of the product owing to high temperature, high energy needs, greater solvent consumption, solvent residues, and a broad particle size (PS) range are the main limitations of these traditional processes [2]. As seen by the small number of medications available on the market, these formulation techniques achieve little success.
Carvedilol (CRL) is a β-adrenergic (nonselective) blocking agent with α1-blocking activity that is extensively prescribed in the treatment of essential hypertension, angina pectoris, and congestive heart failure. CRL, a poorly water soluble (0.583 mg·L−1) and highly permeable drug, belongs to the BCS class-II category. Poor water solubility means that absorption is restricted by dissolving rate, resulting in insufficient and delayed absorption [3]. Developing an appropriate method to improve in vitro dissolution for drug products with limited water solubility is a challenge for scientists.
In recent years, several novel medications successfully reduced their solubility to the point that micronization was no longer adequate to provide excellent bioavailability. As a result, the next stage was to attain nano size; nanonisation is one such method for increasing drug solubility. Nanosuspension not only solves the problem of low solubility and bioavailability, but it also alters the pharmacokinetics of the drug, enhancing the safety and efficacy [4]. Pharmaceutical nanosuspensions are described as highly fine colloid, biphasic, and dispersed solid drug particles in an aqueous media with a size of less than 1 µm, stabilised with surfactants, and made using suitable technology. Drug NCs are nanoparticles comprised entirely of drugs without any matrix ingredients.
Precipitation or breakdown processes can produce drug NCs in a liquid dispersion media. The suspension, which comprises drug NCs in a liquid stabilised by surfactants or polymers, is the end result of this method (so called nanosuspension). Drug NCs can be manufactured using a variety of methods. In general, top-down and bottom-up technologies can be distinguished. Bottom-up technology starts with dissolved molecules and precipitates them by mixing a solvent with a non-solvent.
Disintegration (mechanical) procedures, which include various types of wet milling, are top-down technologies. Nuclei creation and crystal development are two phases involved in bottom-up precipitation. While making an appropriate suspension with the least amount of PS, a high nucleation rate is required, while a low growth rate is required [5]. However, in the precipitation method, there will be a chance of crystal growth and long-term stability problems. To summarise, bottom-up approaches are not extensively employed in the manufacture of drug NCs. A mechanical (top-down) process solves such a problem and maintains during the shelf life of the product. Nowadays, top-down technologies (mechanical processes) are more frequently used [6].
In top-down technology, drug nanosuspension is formulated by high shear pearl/ball milling, (developed by G. Liversidge and co-workers) and high-pressure homogenization with different homogenization principles/homogenizer types, including microfludisation and piston-gap homogenizers. Dissocubes, nanopure, and nano-edge techniques were widely used to prepare the drug nanosuspension by piston-gap homogenization principles [7]. Nano-edge: This approach is similar to homogenization or precipitation, and is combined with those two procedures to improve stability and bioavailability. The suspension created by this procedure homogenises to a lower PS and inhibits crystal formation. The nano-edge technology also includes an evaporation technique for superior nanosuspension synthesis, resulting in a solvent-free modified starting material.
The current work used emulsion-diffusion followed by high-pressure homogenization (HPH) with stabilisers to create NCs of CRL in decreased PS (modified nano-edge method). In this approach, the drug must be soluble in at least one solvent, which is combined with a miscible anti-solvent (aqueous) system with surfactants. The rapid addition of drug solution to aqueous solution causes the drug to become supersaturated in the combined solution, resulting in ultrafine drug solids. In concern to this approach, PS and morphology were evaluated, and in vitro dissolution as well, to confirm the increased dissolution rate of NCs as compared to microcrystals (MCs). The crystalline state of CRL nanoparticles was studied by X-ray diffraction (XRD), fourier transform infrared (FT-IR) spectroscopy, and differential scanning calorimetry (DSC) analysis against CRL-MC and -NCs. Stability studies were also carried out to observe the stability of prepared CRL-NCs.

2. Materials and Methods

2.1. Materials

Dr. Reddy’s Laboratories, Hyderabad, India, provided carvedilol (CRL) as a gift sample. Loba Chemicals in Mumbai, India, provided the polyvinylpyrrolidone K-30 (PVP) and sodium dodecyl sulphate (SDS). The rest of the chemicals and reagents were of a high grade in terms of analytical quality.

2.2. Phase Solubility Studies

Higuchi and Connors describe how the PS study will be conducted [8]. In a nutshell, this investigation involved adding a surplus quantity of CRL to 25 mL aqueous solutions of several concentrations (1–15%) to PVP and SDS solutions. The contents of the Eppendorf tubes were put in a water bath at a constant temperature (25 and 37 ± 0.5 °C) for 24 h, trembling every 30 min until equilibrium was recognised. As a consequence, the content was filtered by a 0.45 µm membrane filter (Millipore, Haryana, India), diluted, and the absorbance was measured at 242 nm using a UV spectrophotometer (UV 2310, Techcomp, Delhi, India). The phase solubility curve could be constructed using the computed slope and intercept for the stability complexation constant (K1:1; Equation (1)); hence, the CRL intrinsic solubility is proportional to the intercept obtained.
K(1:1) = X/((Y (1 − X))
where, X and Y denote the slope and intercept, respectively; also, the (ΔH) enthalpy change was estimated by the following equation (Equation (2))
lnK2/K1 = ΔH ((T2 − T1))/KR (T1) (T2)
where K1, K2, T1, and T2 are the stability constants and difference temperatures of 210 and 310 in Kelvin, respectively [8]. The following equations (Equations (3) and (4)) were used to estimate the Gibbs free energy (ΔG) and change in entropy (ΔS) after complexation/solubilization.
ΔG = −RTlnK
where R = 8.3144 J/mol K and R considered as gas constant
ΔS = ΔH (ΔH − ΔG)/(ΔG)

2.3. Docking Study

Molecular docking was used to find physiologically active hits among the proposed ligands, with the lowest binding energy conformation forming a stable complex inside the active region of the β-1-adrenoceptor. CDOCKER, a grid-based molecular docking programme that uses the CHARMm force field, was used in this investigation. The CDOCKER score is given as a negative number (CDOCKER_ENERGY), with a larger number indicating a better binding. The CDOCKER energy was calculated using H-bonds, electrostatic interactions, and van der Waals between the target protein and the ligand. The template protein crystal data [9] was used to identify the simulated protein binding site. To make it simpler for ligands to interact with mutant amino acids, the binding site sphere was put at a radius of 9. The CHARMm force field was used, followed by energy reduction, to identify the local minima (conformation of least energy) of the simulated -1-adrenoceptor with an energy gradient of 0.1 kcal mol−1 Å−1 using the smart minimizer approach.

2.4. Preparation of CRL Nanocrystals (CRL-NCs)

The CRL-NCs were formulated using an emulsion-diffusion (solvent exchange) technique and HPH with stabilisers. The CRL (80 mg) was dissolved in acetone (2 mL), and this content was added into a beaker containing 50 mL of a 1.6% w/w aqueous solution of PVP/SDS (1:1). The stabilised CRL solution was sonicated by an ultrasonic cleaner (MrC Dc 1500H, Tokyo, Japan) for 20 min at room temperature [10]. The prepared primary emulsion was subjected to HPH using an ultrasonic high-pressure homogeniser (Biologics, 20 KHZ-3000, VA, USA) with a pulse rate of 80% for 15 min to obtain CRL nanodispersion. Then, the resultant was stirred with a mechanical stirrer (REMI RQ-124 A/D, Mumbai, India) at 500 rpm for 30 min to evaporate acetone by diffusion and to form CRL nanosuspension [11]. Finally, prior to the drying of the nanosuspension, the excess of PVP and SDS were removed by ultracentrifugation (Kemi electronics, Mumbai, India) at 3500 rpm for 30 min, and the supernatant liquid was carefully removed. The residue (sediment) was redispersed two times with double distilled water, and the nanoparticles were dried for 12 h at 60 °C in an oven.

2.5. Percentage Yield and Drug Content

The % Y was calculated to determine the efficacy of the method that was adopted for the preparation of CRL-NCs. The product was collected and weighed to determine the yield by using the following Equation (5).
% Y = Mass of NCs recovered/Mass of drug used as formulation × 100
The prepared CRL-NCs were dissolved in a suitable quantity of methanol and an appropriate dilution was made with a phosphate buffer pH 6.8 (blank), and drug content was analysed by a UV-visible spectrophotometer at 242 nm.

2.6. Drug Entrapment Efficiency (EE)

The EE of CRL-NCs may be measured using an Eppendorf centrifuge 5430R (Hamburg, Germany) and the ultracentrifugation technique [12]. The supernatant containing free CRL was estimated at 242 nm by a UV-spectrophotometer, and the EE (%) was computed using the method given above. Furthermore, 1 mL NCs was centrifuged (15,000× g) at 4 °C for 30 min.
EE (%) = (amount of CRL incorporated to NC − Amount of the free
CRL)/(Total concentration of PVP/SDS) × 100

2.7. Particle Size (PS) Analysis

The PS of the CRL-MCs and NCs was measured by a laser diffractometer containing a PS analyser (Nanotrac Inc., Bluewave, Japan). All the samples were diluted with double distilled water to obtain suitable concentration before analysis [13]. Prior to the PS measurement, double distilled water was filtered using a 0.45 µm membrane filter paper (Millipore). Laser diffraction measurement is the volume-based diameter distribution in the size range of 0.01 to 1000 µm, and the PS distribution represents the percentage of particles below the given µm size.

2.8. Dynamic Light Scattering

The hydrodynamic PS, intensity mean of polydispersity index (PDI), and zeta potential (ZP) of CRL, -MC, and the -NCs were estimated using the Zetasizer (Malvern Instruments Ltd., Nano ZS90, Malvern, WR14 1XZ, UK) by dynamic light scattering technology [14].

2.9. Scanning Electron Microscopy (SEM)

The surface structure of the particles was studied using SEM. In the HUS-5GB vacuum evaporator, double sticky tape and gold-coated aluminium stubs were used to mount the samples. The morphology of CRL-MCs and—NCs was studied using a scanning electron microscope (Hitachi 3000, Tokyo, Japan) with a 10 kV acceleration voltage and the appropriate magnification [14].

2.10. Solid State Profile

2.10.1. Fourier Transform Infrared (FT-IR) Spectroscopy

The FT-IR spectra of CRL samples were analysed using a Perkin Elmer FT-IR series (Model-1600, Waltham, MA USA). Samples were milled (1:100) with IR grade potassium bromide and the corresponding pellets were prepared by a hydraulic compactor (CAP 15T, Bangalore, India) at 5.5 metric tons of pressure [15]. Each pellet was scanned at a resolution of 2 cm at a rate of 4 mm·s−1 throughout a wave number range of 4000–400 cm−1.

2.10.2. X-ray Diffraction (XRD) Study

The XRD analysis was employed to detect the effect on the crystallinity of CRL before and after HPH was recorded using diffractometer (Siemens D5000, Munich, Germany). The samples were placed in a sample holder, operating at 30 mA current and 40 kV using Cu Kα radiation as its source [14]. The samples were scanned over an angle range from 0° to 80°, using a step size of 0.02°, and the scan speed was 3° per min.

2.10.3. Differential Scanning Calorimetry (DSC)

The DSC experiments were performed with a differential scanning calorimeter (TAQ 1000, London, UK) with high purity indium metal as the standard [16]. The 3 mg of samples were put in a cremped aluminium sealed pan and heated from 60 to 200 °C at a rate of 5 °C/min while purging with nitrogen (20 mL·min−1). As a control, an empty pan was sealed in the same way as the sample.

2.11. In Vitro Dissolution Study

The rate of dissolution of CRL-MCs and NCs in vitro was measured using a USP dissolution type II (paddle technique) device (Campbell electronic DR-6, Mumbai, India). The equivalent of 10 mg of samples was added to 900 mL of dissolving media as a phosphate buffer pH 6.8 at 37 ± 0.5 °C, with a continuous stirring speed of 50 rpm. To maintain a sink condition, an aliquot of 5 mL was taken from the dissolving apparatus every 15 min for an hr and then replaced with the same volume of a new dissolution media in the flask [17]. With a UV-visible spectrophotometer set to 242 nm and a phosphate buffer pH 6.8 as a blank, the quantity of medication dissolved was calculated.

Dissolution Kinetic Study

Zero- and first-order equations were employed to assist the dissolution kinetic assessments of the NCs formulation, and Higuchi, Hixson Crowell, Korsmeyer Pappas, and release exponent (n) equation models were used to better depict the drug release kinetics [18]. The kinetic release performance of developed CRL-NC formulations and regression coefficient factors (r2) were determined.

2.12. Stability Studies

After being kept at 4 °C (refrigeration), room temperature, and 40 °C/75 ± 5% RH for a period of six months, the stability study of prepared CRL-NCs was assessed. At every one-month interval, test trials were evaluated for the physical changes, drug content, PS, PDI, ZP, EE (percent), and in vitro drug release [19].

2.13. Analytical Statistics

All of the experiments were done in triplicate, and the outcomes were accessed as mean standard deviation (SD). One-way analysis of variance (ANOVA) was used to analyse the data, with a significance threshold of p < 0.05.

3. Results and Discussion

3.1. Preparation of NCs

CRL-NCs were prepared by the emulsion-diffusion method followed by HPH as an effective technology in preparation of CLR in nano size ranges. In this technique, the CRL was dissolved in acetone (class 3 solvent) and then mixed with the aqueous solution containing stabilisers (PVP/SDS) and subjected to ultrasonication. According to the International Conference on Harmonization (ICH), class 3 includes no solvents that are recognised to pose a health hazard at levels commonly used in medicines. Many of the residual solvents in class 3 were never subjected to long-term toxicity or carcinogenicity research. In terms of the solvent, it is advantageous to solubilise the drug in large quantities and have a fast diffusion rate into aqueous solution, whereas the stabilisers must have a high affinity for nanoparticles and efficient adsorption onto the drug particle surface in the water solvent combination [20]. Stabilisers can prevent the growth of nucleating crystals in obtained submicron nanoparticles. The obtained primary emulsion was subjected to HPH, and subsequent evaporation of solvents through diffusion lead to form CRL nanosuspension. This nanosuspension was dried in an oven for the preparation of CRL nanoparticles. Therefore, the combination of PVP/SDS stabilisers, the emulsion-diffusion technique, followed by HPH was performed to obtain optimal CRL-NCs.

3.2. Thermodynamics Outcome

The influence of various carriers on CRL solubility was investigated in this work. Between 210 and 310 Kelvin, a typical linear curve in the concentration order ranges from 2.06 × 10−4 to 6.19 × 10−4 mM. These findings show that changes in the forces of contact between the drug and the carrier, such as hydrophobic forces and van der Waals forces, cause an AL type of phase solubility profile (CRL solubility cultivates as a function of carrier concentration; Table 1). The PS diagram indicates a slope of 1 in the carriers (PVP and SDS), suggesting 1:1 stoichiometry [21].
The slope and intrinsic intercept values of the solubility curves were used to compute the stability constant (K1:1). The PS graph was drawn by plotting the fraction of CRL dissolved vs. the PVP and SDS concentration (percent w/v; Figure 1). As seen in Table 1 the estimated value of ΔH is positive, suggesting that the binding reaction was endothermic. The ΔS values for PVP and SDS are likewise high (8 and 6 J/mol K, respectively), suggesting that the complex reaction was endothermic. Little decreases in enthalpy (ΔH = −13.9 and 7.31 kJ/mol of PVP and SDS, respectively), and positive changes in entropy (ΔS = 8 and 6 J/molK) seem to be explained by a tighter CRL/carrier cavity fit. A complicated creation that may be seen as the result of enthalpy–entropy compensation [22].
The best interaction constant is found at PVP (Figure 1a; 144 and 176 M−1) and SDS (Figure 1b; 102 and 121 M−1) at 25 and 37 °C, respectively, owing to increased contacts that allow intermolecular interactions between solvent molecules. In the series of 100 to 1000 M−1, both carriers had the best complexation constant. This was assumed to have an effect on the solvent–heteratom interaction [22]. When two non-polar molecules come close together, the disordered water molecules increase in number, resulting in a positive entropy shift and free energy of association. Apart from CRL great solubility in SDS, the hydrophobic interaction (hydrogen bond) is important in CRL solubility. Sodium cholate, an anionic bile salt, also creates negatively charged droplets, but with a more diverse selectivity than SDS.

3.3. Docking Outcome

The compound was docked to the β1 adrenoreceptor, and the docking tests demonstrated that the CRL has a common binding orientation in the catalytic binding pocket of the active site [23]. As demonstrated in Figure 2a and ligplot, the ketone moiety plays a key part in binding because the carbonyl oxygen atom is engaged in hydrogen bonding interactions with amino acid residues Gln483 and Arg501 at the catalytic region (Figure 2a). In the CRL, a pi–pi mounding contact was also detected between the phenyl ring of Glu479 and Pro500. Furthermore, the phenyl group moiety demonstrated hydrophobic association with Lys478 amino acid residues in the β1 adrenoreceptor protein, and Pro500 pi interaction with the OCH3 bond [24]. Van der Waals interactions with CRL are formed by amino acids, such as Trp486, Thr502, Asn482, Asp505, and Leu194 (Figure 2b). The performed molecular docking simulations produced compounds at the β-1 adrenoreceptor catalytic ligand binding site using Gln503 and Gln504 binding modes of carbon five-membered ring. The CRL’s docking score was revealed as −23.481 Kcal/mol−1.

3.4. Percent Yield, Drug Content and % EE

Table 2 shows the percent yield and drug content of CRL-MC and -NCs. Micro and NCs produced over 80% of the total output, with the highest absorption of CRL-NCs measured between 200 and 400 nm, with a peak at 242 nm (data not showed). Due to limited size ranges, the drug content of produced MC and NCs was determined to be 98.90 ± 0.32 and 96.81 ± 0.64%, respectively, which was within the reference (label amount) of 95.5 to 102% of CRL. The percent EE of CRL-MC and -NCs, respectively, was 84.12 ± 0.33 and 83.61 ± 0.80 percent (Table 2). CRL lipophilicity (log P = 3.8) can be attributed to these low percent EE values, allowing it to be efficiently integrated into PVP/SDS dual carriers in the prepared formulations. According to Mohamed et al. (2022), a lipophilic drug might enhance EE by employing a lipid as an encapsulating carrier [25].

3.5. PS Analysis

The CRL-MCs were distributed between 1 and 1000 µm as illustrated in Figure 3a, while prepared NCs by emulsion-diffusion followed by HPH showed in narrow PS distribution at a range of 0.02–1 µm (20–1000 nm). The average particle diameter of CRL-MCs was found to 106.62 ± 3.27 µm, whereas the prepared CRL-NCs were 0.058 µm (58 nm), shown in Figure 3b, with the standard deviation of 0.0104 µm. Figure 3c illustrate the comparison of PS distribution, showing that the prepared CRL nanoparticles were in a narrow range with nanometric size.

3.6. PS, PDI and ZP

Table 2 and Figure 4a show that the average PS of the CRL-NCs ranged from 58.29 to ±0.034 nm. CRL-NCs had PDI values below 0.4, implying that the solution was homogenous and monodisperse [21]. The inclusion of the negative charge inducer PVP resulted in ZP value ranges that were found as −27.2 (Figure 4b). The considerable value of charge, according to Mohammed et al. (2021), implies strong stability against NC’s aggregation and fusion [26].
This size of the CRL-NC particle had a large interfacial surface area, which helps with drug absorption and lymphatic transit [18]. PDI value less than 0.5 are considered usual for nanocrystals. Because the surfactant monolayer for nanostructures has a very low interfacial tension, there is less of a consequence (more chance) for having a non-spherical shape, compared to normal emulsions, which typically have spherical structures due to high interfacial tensions favouring globule interfacial area reduction (the sphere has the lowest interfacial area for a given volume).

3.7. SEM

The SEM photographs for CRL-MC and NCs are shown in Figure 5, which shows the distinct difference in the morphology of samples. In the SEM of the CRL-MCs, the boundary and core of well-identified spherical formations can be observed. The prepared CRL-NCs were nearly spherical in shape, the surface of a particle was smooth and the PS in nanometric range (Figure 5b), whereas CRL-MCs were predominantly needle shape crystals with a lighter exposed core, surrounded by a denser boundary that perfectly ringed the centre (Figure 5a). When a thin polymer layer is hydrated, it forms an encircled crystal network, allowing the system to change shape from globular to spherical and attain thermodynamic stability by reducing total free energy [27]. Even after applying diverse mechanical stressors, such as sonication and HPH, the spherical structure’s stability was proven.

3.8. FT-IR

The characteristic peak of CRL-MCs was shown in Figure 6a, and the characteristic peaks at 3344.16 (NH stretching), 2922.90 (CH stretching), 1502.43 (C=C stretching), 1251.63 (C=N bending), and 1099.62 cm−1 (C=O bending). In the prepared CRL-NCs, shown in Figure 6a, peaks were obtained at 3398.73, 2926.24, 1505.77, 1254.38, and 1100.84 cm−1. The reduced recurrence in the C=O stretching peak vibration corresponding to the CDL was evidence of the strong complexation of the drug with the carrier molecules. It demonstrates that none of the excipients employed in the emulsion-diffusion followed by the HPH approach had any chemical interaction with CRL-NCs [28].

3.9. XRD

When the formulation was formed as nanoparticles, the XRD was utilised to analyse the molecular structure and crystalline nature of the drug. The amount of this feature was determined by the CRL chemical composition and physical hardness, as well as powder density. The characteristic diffraction peaks were obtained for CRL-MC and -NCs. As shown in Figure 6b, of CRL-MC’s intensity from 0 to 40°, distinctive peaks at 14.9, 17.2, 18.2, 23.6, and 26°, are comparable with the XRD pattern of crystalline CRL reported in the previous study [29]. The prepared CRL-NC diffractogram peaks around were at a range of 14.90, 17.12, 17.26, 21.98, and 26.36°, which are super imposable and reveal the characteristic peak of CRL, thus indicating the absence of chemical instability in the solid state (Figure 6b). As can be seen, the CRL-NCs were retained in a crystalline state using emulsion-diffusion followed by an HPH and drying process. The reduction in crystallinity and improved wettability of the CRL-NCs after homogenization can also be well correlated with in vitro dissolution, which was higher as compared to the CRL-MCs.

3.10. DSC

The DSC investigations were carried out to learn more about the drug’s physical condition and how it may affect the in vitro and in vivo testing of the drug formulation. DSC thermograms of CRL-MCs and NCs were illustrated in Figure 7. The CRL-MCs observed a sharp characteristic endothermic peak at 112.20 °C, showing crystalline nature. The onset and endset of phase transitions in CRL-MCs were observed at 104.06 and 139.05 °C, respectively (Figure 7a). After HPH being as an NC, its melting point decreased to 108.02 °C, with a fusion enthalpy of 104.4 J·g−1. The DSC thermogram of CRL NCs showed a characteristic endothermic peak corresponding to those of the MCs with significant change, and there is no appearance or disappearance of additional peaks (Figure 7b). This indicates that crystalline nature remains, with reduced crystallinity.
The DSC thermogram CRL-NCs indicates that its melting point was decreased to 108.02 °C due to reduced crystallinity. In addition, the obtained SEM and XRD results show the CRL remain in crystalline (NCs) nature even after homogenization. Similar finding is also reported for celecoxib nanoparticles [30]. Therefore, the significant change in the melting characteristic of CRL-NCs indicates no polymorphic changes using emulsion-diffusion followed by HPH.

3.11. In Vitro Dissolution Study

The in vitro release profile of CRL-MCs and -NCs are shown in Figure 8. The comparative in vitro dissolution release of CRL-NCs and -MCs was 46.24 ± 1.51 and 14.81 ± 1.25%, respectively, in the first 15 min. CRL-NC’s dissolution rate was markedly enhanced (p < 0.05) as compared to the MCs. The CRL-NCs gave the highest percent (96%) of cumulative drug release, more than MCs after 1 h. It was found that cumulative percent drug release for the CRL-NCs was a three-fold increase from the original form, due to the reduction of its PS. The CRL-NCs have the potential to release the CLR in a controlled manner throughout 60 min, as demonstrated in this study. As a result of the improved solubility of CRL, it may be possible to provide a continuous/uninterrupted drug release over a longer period of time [17]. The sluggish release of CRL in the instance of a free medication was due to its low water solubility due to the CRL being classified as BCS II [14].
The data from Table 3 clearly indicates the Higuchi equation with the highest linearity (r2 = 0.9897 and 0.9759), best described in vitro drug release for both CRL-MC and -NCs. The Korsemayer-eppas equation had a slope of more than 0.5 but less than 0.85, suggesting non-Fickian diffusion, with the drug released by diffusion and erosion [31].

3.12. Stability Studies

The CRL-NCs maintained (p > 0.05) for further characterisation and stability testing. According to the data in Table 4, the CRL-NCs remained stable for six months with 60% RH at 45 ± 0.5 °C. Only a minor growth in PS, ZP, and PDI (68.39 ± 3.88 nm, −19.2 ± 4.66 mV and 0.334 ± 0.091, respectively) was noticed after storage. On the other hand, there was very little impact on drug content, % EE, ZP, and cumulative in vitro CLR release after storage, such as 93.65 ± 2.45, 76.40 ± 4.74, and 85.71 ± 5.53 %, respectively. This outcome suggests that, when stored at 4 °C, CRL-NCs have a good physical stability [32].

4. Conclusions

The CRL-MC and -NCs of carvedilol, a poorly water-soluble drug, were prepared by emulsion-diffusion followed by the HPH approach. The stabilisers PVP and SDS were utilised to prepare stable and high-quality NCs. The stabilisers used had no effect on the chemical structure of the drug and various evaluation studies concluded that the prepared CRL-NCs was promising novel delivery of CRL in pharmaceuticals aspects. The added benefit of this CRL-NC formulation is that it may be used for a variety of delivery methods, including oral and parenteral. As a result, the formation of NCs via emulsion diffusion followed by HPH with stabilisers might be used to increase the solubility, stability, and bioavailability of poorly soluble or lipohillic drugs. More clinical trials to test the efficacy of CRL-NCs in hypertensive patients are now underway.

Author Contributions

Conceptualization, investigation, methodology, writing—original draft finished by A.K.J., J.M.M.M. and S.K. Software, funding acquisition, resources and visualization done by A.A. (Ali Alqahtani), A.A.F., F.M., T.A. and A.A. (Ali Alamri). Data curation, formal analysis, statistical analysis and writing—review, editing, and validation carried out by F.M., M.E.-S. and S.R. All authors have read and agreed to the published version of the manuscript.

Funding

The authors are grateful to the Deanship of Scientific Research at King Khalid University for funding this study through the Large Research Group Project, under grant number RGP2/3/43.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data sharing not applicable.

Acknowledgments

The authors are grateful to the Faculty of Pharmaceutical Sciences, UCSI University, Cheras 56000, Kuala Lumpur, Malaysia for providing necessary facilities to develop this research work.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Ali, M.A.; Kataoka, N.; Ranneh, A.H.; Iwao, Y.; Noguchi, S.; Oka, T.; Itai, S. Enhancing the Solubility and Oral Bioavailability of Poorly Water-Soluble Drugs Using Monoolein Cubosomes. Chem. Pharm. Bull. 2017, 65, 42–48. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Zhang, Q.W.; Lin, L.G.; Ye, W.C. Techniques for extraction and isolation of natural products: A comprehensive review. Chin. Med. 2018, 13, 20. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Sun, J.; Wang, F.; Sui, Y.; She, Z.; Zhai, W.; Wang, C.; Deng, Y. Effect of particle size on solubility, dissolution rate, and oral bioavailability: Evaluation using coenzyme Q₁₀ as naked nanocrystals. Int. J. Nanomed. 2012, 7, 5733–5744. [Google Scholar] [PubMed] [Green Version]
  4. Jacob, S.; Nair, A.B.; Shah, J. Emerging role of nanosuspensions in drug delivery systems. Biomater. Res. 2020, 24, 3. [Google Scholar] [CrossRef] [Green Version]
  5. Ashok, K.J.; Ramkanth, S.; Lakshmana, P.S.; Gopal, V. Enhancement of Saturation Solubility and In Vitro Dissolution of Carvedilol Nanoparticles by High Pressure Homogenization Technique. Int. J. Curr. Pharm. Rev. Res. 2015, 6, 269–273. [Google Scholar]
  6. Tofail, S.A.M.; Koumoulos, E.P.; Bandyopadhyay, A.; Bose, S.; O’Donoghue, L.; Charitidis, C. Additive manufacturing: Scientific and technological challenges, market uptake and opportunities. Mater. Today 2018, 21, 22–37. [Google Scholar] [CrossRef]
  7. Li, J.; Wang, Z.; Zhang, H.; Gao, J.; Zheng, A. Progress in the development of stabilization strategies for nanocrystal preparations. Drug Deliv. 2021, 28, 19–36. [Google Scholar] [CrossRef]
  8. Higuchi, T.; Connors, K.A. Phase solubility techniques. Adv. Anal. Chem. Instrum. 1965, 4, 117–212. [Google Scholar]
  9. Balasubramaniyan, S.; Irfan, N.; Umamaheswari, A.; Puratchikody, A. Design and virtual screening of novel fluoroquinolone analogs as effective mutant DNA GyrA inhibitors against urinary tract infection causing fluoroquinolone resistant Escherichia coli. RSC Adv. 2018, 8, 23629–23647. [Google Scholar] [CrossRef] [Green Version]
  10. Mohamed, J.M.M.; Mahajan, N.; El-Sherbiny, M.; Khan, S.; Al-Serwi, R.H.; Attia, M.A.; Altriny, Q.A.; Arbab, A.H. Ameliorated Stomach Specific Floating Microspheres for Emerging Health Pathologies Using Polymeric Konjac Glucomannan-Based Domperidone. BioMed Res. Int. 2022, 2022, 1–12. [Google Scholar] [CrossRef]
  11. Lefroy, K.S.; Murray, B.S.; Ries, M.E. Advances in the use of microgels as emulsion stabilisers and as a strategy for cellulose functionalisation. Cellulose 2021, 28, 647–670. [Google Scholar] [CrossRef]
  12. Mohamed, J.M.; Alqahtani, A.; Ahmad, F.; Krishnaraju, V.; Kalpana, K. Pectin co-functionalized dual layered solid lipid nanoparticle made by soluble curcumin for the targeted potential treatment of colorectal cancer. Carbohydr. Polym. 2020, 252, 117180. [Google Scholar] [CrossRef] [PubMed]
  13. Teeranachaideekul, V.; Junyaprasert, V.B.; Souto, E.B.; Müller, R.H. Development of ascorbyl palmitate NCs applying the nanosuspension technology. Int. J. Pharm. 2008, 354, 227–234. [Google Scholar] [CrossRef] [PubMed]
  14. Mohamed, J.M.; Alqahtani, A.; Ahmad, F.; Krishnaraju, V.; Kalpana, K. Stoichiometrically governed curcumin solid dispersion and its cytotoxic evaluation on colorectal adenocarcinoma cells. Drug Des. Deliv. Ther. 2020, 14, 4639–4658. [Google Scholar] [CrossRef]
  15. Potluri, R.H.K.; Bandari, S.; Jukanti, R.; Veerareddy, P.R. Solubility enhancement and physicochemical characterization of carvedilol solid dispersion with Gelucire 50/13. Arch. Pharm. Res. 2011, 34, 51–57. [Google Scholar] [CrossRef]
  16. Bathool, A.; Vishakante, G.D.; Khan, M.S.; Shivakumar, H.G. Development and characterization of atorvastatin calcium loaded chitosan nanoparticles for sustain drug delivery. Adv. Mater. Lett. 2012, 3, 466–470. [Google Scholar] [CrossRef]
  17. Moideen, J.M.M.; Alqahtani, A.; Venkatesan, K.; Ahmad, F.; Krisharaju, K.; Gayasuddin, M.; Shaik, R.A. Application of the Box-Behnken design for the production of soluble curcumin: Skimmed milk powder inclusion complex for improving the treatment of colorectal cancer. Food Sci. Nutr. 2020, 8, 6643–6659. [Google Scholar] [CrossRef]
  18. Muthu, M.J.; Kavitha, K.; Chitra, K.S.; Nandhineeswari, S. Soluble curcumin prepared by solid dispersion using four different carriers: Phase solubility, molecular modelling and physicochemical characterization. Trop. J. Pharm. Res. 2019, 18, 1581–1588. [Google Scholar]
  19. Mohamed, J.M.M.; Alqahtani, A.; Kumar, T.V.A.; Fatease, A.A.; Alqahtani, T.; Krishnaraju, V.; Ahmad, F.; Menaa, F.; Alamri, A.; Muthumani, R.; et al. Superfast synthesis of stabilized silver nanoparticles using aqueous allium sativum (garlic) extract and isoniazid hydrazide conjugates: Molecular docking and in-vitro characterizations. Molecules 2022, 27, 110. [Google Scholar] [CrossRef]
  20. Bergström, C.A.S.; Strafford, M.; Lazorova, L.; Avdeef, A.; Luthman, A.K.; Artursson, P. Absorption classification of oral drugs based on molecular surface properties. Med. Chem. 2003, 46, 558–570. [Google Scholar] [CrossRef]
  21. Mohamed, J.M.; Ahmad, F.; Kishore, N.; Al-Subaie, A.M. Soluble 1: 1 stoichiometry curcumin binary complex for potential apoptosis in human colorectal adenocarcinoma cells (SW480 and Caco-2 cells). Res. J. Pharm. Technol. 2021, 14, 129–135. [Google Scholar]
  22. Mohamed, J.M.M.; Ahmad, F.; Alqahtani, A.; Alqahtani, T.; Krishnaraju, V.; Anusuya, M. Studies on preparation and evaluation of soluble 1:1 stoichiometric curcumin complex for colorectal cancer treatment. Trends Sci. 2021, 18, 1403. [Google Scholar] [CrossRef]
  23. Goshain, O.; Ahmed, B. Antihypertensive activity, toxicity and molecular docking study of newly synthesized xanthan derivatives (xanthonoxypropanolamine). PLoS ONE 2019, 14, e0220920. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  24. Avula, P.R.; Asdaq, S.M.; Asad, M. Effect of aged garlic extract and s-allyl cysteine and their interaction with atenolol during isoproterenol induced myocardial toxicity in rats. Indian J. Pharmacol. 2014, 46, 94–99. [Google Scholar]
  25. Mohamed, J.M.M.; Alqahtani, A.; Khan, B.A.; Fatease, A.; Alqahtani, T.; Venkatesan, K.; Ahmad, F.; Alzghoul, B.I.; Alamri, A. Preparation of soluble complex of curcumin for the potential antagonistic effects on human colorectal adenocarcinoma cells. Pharmaceuticals 2021, 4, 939. [Google Scholar] [CrossRef]
  26. Mohamed, J.M.M.; Alqahtani, A.; Fatease, A.; Alqahtani, T.; Khan, B.A.; Asmitha, B.; Vijaya, R. Human hair keratin composite scaffold: Characterisation and biocompatibility study on nih 3t3 fibroblast cells. Pharmaceuticals 2021, 14, 781. [Google Scholar] [CrossRef]
  27. Mohamed, J.M.; Bharathidasan, P.; Raffick, M.M. Preformulation and development of curcumin magnetic nanosuspension using magnetite (Fe3O4) and methyl cellulose. Int. J. Pharma Bio Sci. 2012, 3, 419–432. [Google Scholar]
  28. Senthilvel, C.K.; Karupiayan, K.; Moideen, M.M.J. Development of capsules filled with phenytoin and berberine loaded nanoparticles- A new approach to improve consultant therapy. Indian J. Pharm. Educ. Res. 2019, 53, 468–479. [Google Scholar] [CrossRef] [Green Version]
  29. Tozuka, Y.; Ito, A.; Seki, H.; Oguchi, T.; Yamamoto, K. Characterization and quantitation of clarithromycin polymorphs by powder X-ray diffractometry and solid-state NMR spectroscopy. Chem. Pharm. Bull. 2002, 50, 1128–1130. [Google Scholar] [CrossRef] [Green Version]
  30. Dolenc, A.; Kristl, J.; Baumgartner, S.; Planinšek, O. Advantages of celecoxib nanosuspension formulation and transformation into tablets. Int. J. Pharm. 2009, 376, 204–212. [Google Scholar] [CrossRef]
  31. Kumar, C.S.; Raja, M.D.; Sundar, D.S.; Antoniraj, M.G.; Ruckmani, K. Hyaluronic acid co-functionalized gold nanoparticle complex for the targeted delivery of metformin in the treatment of liver cancer (HepG2 cells). Carbohydr. Polym. 2015, 128, 63–74. [Google Scholar] [CrossRef] [PubMed]
  32. Phan, H.T.; Haes, A.J. What Does Nanoparticle Stability Mean? J. Phys. Chem. C Nanomater. Interfaces 2019, 123, 16495–16507. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Phase solubility graph of (a) CRL-PVP, and (b) CRL-SDS.
Figure 1. Phase solubility graph of (a) CRL-PVP, and (b) CRL-SDS.
Crystals 12 00988 g001
Figure 2. (a) The binding mode of β1 adrenoreceptor active site, and (b) Ligplot of β1 adrenoreceptor active site.
Figure 2. (a) The binding mode of β1 adrenoreceptor active site, and (b) Ligplot of β1 adrenoreceptor active site.
Crystals 12 00988 g002
Figure 3. PS of (a) CRL-MCs, (b) CRL-NCs (gray area indicates the PS distribution), and (c) comparative graphical representation of both CRL-MC and -NCs.
Figure 3. PS of (a) CRL-MCs, (b) CRL-NCs (gray area indicates the PS distribution), and (c) comparative graphical representation of both CRL-MC and -NCs.
Crystals 12 00988 g003
Figure 4. (a) PS and PDI, (b) ZP of CRL−NCs.
Figure 4. (a) PS and PDI, (b) ZP of CRL−NCs.
Crystals 12 00988 g004
Figure 5. SEM photograph of (a) CRL-MC, and (b) CRL-NCs.
Figure 5. SEM photograph of (a) CRL-MC, and (b) CRL-NCs.
Crystals 12 00988 g005
Figure 6. (a) FT-IR spectra and (b) XRD pattern of CRL-MC and -NCs.
Figure 6. (a) FT-IR spectra and (b) XRD pattern of CRL-MC and -NCs.
Crystals 12 00988 g006
Figure 7. DSC thermogram of (a) CRL-MC and (b) CRL-NC; Blue line—total area of the peak, Red line—onset to end set of temperature, and Black line—midpoint (onset) of temperature.
Figure 7. DSC thermogram of (a) CRL-MC and (b) CRL-NC; Blue line—total area of the peak, Red line—onset to end set of temperature, and Black line—midpoint (onset) of temperature.
Crystals 12 00988 g007
Figure 8. In vitro dissolution of pure CRL, CRL-MC, and -NCs (mean ± SD, n = 3); the significant differences related to control (pure CRL) are represented by ** p < 0.05 evaluated by the ANOVA test.
Figure 8. In vitro dissolution of pure CRL, CRL-MC, and -NCs (mean ± SD, n = 3); the significant differences related to control (pure CRL) are represented by ** p < 0.05 evaluated by the ANOVA test.
Crystals 12 00988 g008
Table 1. Thermodynamic parameters of CRL with PVP and SDS s at 25 and 37 °C (mean ± SD, n = 3).
Table 1. Thermodynamic parameters of CRL with PVP and SDS s at 25 and 37 °C (mean ± SD, n = 3).
CarriersT (Kelvin)Intercept
(Mm)
K(1:1)
(M−1)
ΔG
(kJ/mol)
ΔH
(kJ/mol)
ΔS
(kJ/molK−1)
PVP2103.66 × 10−40.05029144.29 ± 6.6713.9 ± 0.6720.08891 ± 0.003
3106.19 × 10−40.09928176.17 ± 7.78
SDS2102.06 × 10−40.01989 102.31 ± 5.227.31 ± 0.7760.06254 ± 0.007
3102.21 × 10−40.02323121.17 ± 7.31
Table 2. Various characterization parameters CRL-MC and –NCs (mean ± SD, n = 3).
Table 2. Various characterization parameters CRL-MC and –NCs (mean ± SD, n = 3).
Batches% YieldDrug Content *
(%)
% EE *PS (µm) *PS (nm) *PDI *Zeta Potential
(mV) *
CLR-MCs79.6 ± 2.5898.90 ± 4.3284.12 ± 2.33106.60 ± 3.271102.13 ± 8.220.206 ± 0.017−25.6 ± 3.19
CLR-NCs78.7 ± 3.4196.81 ± 3.6483.61 ± 1.800.058 ± 0.07458.29 ± 0.0340.181 ± 0.012−27.2 ± 2.29
* Each value represents mean, n = 3 ± SD.
Table 3. In vitro release kinetics of pure CRL, CRL-MC, and -NCs (mean ± SD, n = 3).
Table 3. In vitro release kinetics of pure CRL, CRL-MC, and -NCs (mean ± SD, n = 3).
Coefficient of Correlation (r2)
PreparationsZero OrderFirst OrderHixon CrowellHiguchiKorsmeyer-PeppasRelease Exponent (n)
Pure CRL0.9834 ± 0.620.7356 ± 0.780.8891 ± 0.330.9678 ± 0.460.8891 ± 0.210.441 ± 0.47
CRL-MCs0.9769 ± 0.32 **0.7589 ± 0.41 *0.8849 ± 0.87 *0.9897 ± 0.54 **0.8793 ± 0.58 *0.417 ± 0.36 **
CRL-NCs0.9866 ± 0.98 **0.7892 ± 0.540.9471 ± 0.620.9759 ± 0.77 **0.9359 ± 0.220.466 ± 0.35 **
* Each value expressed as mean, (n = 3; ±SD); the significant differences related to control (Pure CRL) are represented by ** p < 0.05 evaluated by the ANOVA test.
Table 4. Various stability parameters of CRL-NCs.
Table 4. Various stability parameters of CRL-NCs.
Evaluations0 Month1 Month3 Month6 Month
Drug content *98.90 ± 0.3297.94 ± 1.4396.11 ± 1.5793.65 ± 2.45 *
PS * (nm)58.29 ± 0.03460.78 ± 0.2262.78 ± 1.1968.39 ± 3.88
PDI *0.181 ± 0.0120.235 ± 0.0450.241 ± 0.020.334 ± 0.091
ZP * (mV)−27.2 ± 2.29−24.1 ± 3.12−22.4 ± 4.41−19.2 ± 4.66
EE (%) *83.61 ± 1.8080.12 ± 1.2279.35 ± 2.8176.40 ± 4.74 **
In vitro release (after 60 min) *94.56 ± 3.2792.22 ± 4.1689.33 ± 5.2885.71 ± 5.53 **
* Each value expressed as mean, (n = 3; ±SD); the significant differences associated to control (pure CRL) are represented by ** p < 0.05 evaluated by the ANOVA test.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Mohamed, J.M.M.; Alqahtani, A.; Menaa, F.; Kayarohanam, S.; Fatease, A.A.; Alqahtani, T.; Alamri, A.; El-Sherbiny, M.; Ramkanth, S.; Janakiraman, A.K. In Vitro Physical Characterizations and Docking Studies on Carvedilol Nanocrystals. Crystals 2022, 12, 988. https://0-doi-org.brum.beds.ac.uk/10.3390/cryst12070988

AMA Style

Mohamed JMM, Alqahtani A, Menaa F, Kayarohanam S, Fatease AA, Alqahtani T, Alamri A, El-Sherbiny M, Ramkanth S, Janakiraman AK. In Vitro Physical Characterizations and Docking Studies on Carvedilol Nanocrystals. Crystals. 2022; 12(7):988. https://0-doi-org.brum.beds.ac.uk/10.3390/cryst12070988

Chicago/Turabian Style

Mohamed, Jamal Moideen Muthu, Ali Alqahtani, Farid Menaa, Saminathan Kayarohanam, Adel Al Fatease, Taha Alqahtani, Ali Alamri, Mohamed El-Sherbiny, Sundarapandian Ramkanth, and Ashok Kumar Janakiraman. 2022. "In Vitro Physical Characterizations and Docking Studies on Carvedilol Nanocrystals" Crystals 12, no. 7: 988. https://0-doi-org.brum.beds.ac.uk/10.3390/cryst12070988

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop