Abstract
The biological properties of plant oils are improved by their conversion to nanoemulsions (NEs). This study evaluated the antimicrobial, antioxidant, and anti-hemolytic efficacy of coconut and salad rocket oils and their NEs. The result of the gas chromatography-mass spectroscopy analysis of the oils showed varied constituents such as palmitic acid, trimethylsilyl ester; 2,3-bis(acetyloxy)propyl laurate in salad rocket oil, 2-lauro-1,3-didecoin, n-butyl laurate; laurin, tri-; laurin in coconut oil. NEs diameter of salad rocket and coconut oils was 24.6 and 29.2 nm, respectively. More inhibitory activity of NEs compared with non-NEs form against Bacillus cereus, Staphylococcus aureus, Escherichia coli, Salmonella typhi, Candida albicans, and Aspergillus flavus was detected. Coconut oil and its NEs caused 14.3% (anti-hemolysis 85.7%) and 22% hemolysis (anti-hemolysis 78%), respectively. Salad rocket oil and its NEs caused hemolysis 3.4% and 20.9%, respectively at 1000 µg/mL. Antioxidant activity of salad rocket and coconut oil reflected more IC50 (39.3 and 109.4 µg/mL) than its NEs (35.8 and 80.5 µg/mL), respectively. Molecular docking of trimethylsilyl ester and 2-lauro-1,3-didecoin against S. aureus (PDB=7BGE) and C. albicans protein (PDB=3DRA) revealed optimal binding mode that had the most energy interaction with the binding sites.
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Effectiveness of Oil-based Nanoemulsions with Molecular Docking of its Antimicrobial Potential
Husam Qanash,a,b Khulud Alotaibi,c Abdu Aldarhami,d Abdulrahman S. Bazaid,a Magdah Ganash,e Nizar H. Saeedi,f and Tarek M. Abdel Ghany g,*
The biological properties of plant oils are improved by their conversion to nanoemulsions (NEs). This study evaluated the antimicrobial, antioxidant, and anti-hemolytic efficacy of coconut and salad rocket oils and their NEs. The result of the gas chromatography-mass spectroscopy analysis of the oils showed varied constituents such as palmitic acid, trimethylsilyl ester; 2,3-bis(acetyloxy)propyl laurate in salad rocket oil, 2-lauro-1,3-didecoin, n-butyl laurate; laurin, tri-; laurin in coconut oil. NEs diameter of salad rocket and coconut oils was 24.6 and 29.2 nm, respectively. More inhibitory activity of NEs compared with non-NEs form against Bacillus cereus, Staphylococcus aureus, Escherichia coli, Salmonella typhi, Candida albicans, and Aspergillus flavus was detected. Coconut oil and its NEs caused 14.3% (anti-hemolysis 85.7%) and 22% hemolysis (anti-hemolysis 78%), respectively. Salad rocket oil and its NEs caused hemolysis 3.4% and 20.9%, respectively at 1000 µg/mL. Antioxidant activity of salad rocket and coconut oil reflected more IC50 (39.3 and 109.4 µg/mL) than its NEs (35.8 and 80.5 µg/mL), respectively. Molecular docking of trimethylsilyl ester and 2-lauro-1,3-didecoin against S. aureus (PDB=7BGE) and C. albicans protein (PDB=3DRA) revealed optimal binding mode that had the most energy interaction with the binding sites.
DOI: 10.15376/biores.18.1.1554-1576
Keywords: Antimicrobial; Antioxidant; Anti-hemolytic; Nanoemulsions; Salad rocket; Coconut
Contact information: a: Department of Medical Laboratory Science, College of Applied Medical Sciences, University of Ha’il, Ha’il 55476, Saudi Arabia; b: Molecular Diagnostics and Personalized Therapeutics Unit, University of Ha’il, Ha’il 55476, Saudi Arabia; c: Biology Department, Faculty of Science, Jazan University, Jazan 45142, Saudi Arabia; d: Department of Medical Microbiology, Qunfudah Faculty of Medicine, Umm Al-Qura University, Al-Qunfudah 21961, Saudi Arabia; e: Biology Department, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia; f:Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, University of Tabuk, Tabuk, Saudi Arabia; g: Botany and Microbiology Department, Faculty of Science, Al-Azhar University, Nasr City, Cairo 11725, Egypt;
* Corresponding author: tabdelghany.201@azhar.edu.eg (TMA), ahdarhami@uqu.edu.sa(AA)
INTRODUCTION
Nanoparticles are used in various fields including medicinal, pharmacological, agricultural, chemical, and electrical. Nano-form materials have the advantages of ratio of size to shape, more surface energy, and high surface area (Abdelghany et al. 2018; Ganash et al. 2018; Al-Rajhi et al. 2022a). The properties of nanomaterials (NMs) enable them to penetrate easily inside the materials, which can lead to rapid dissolution and spreading on the materials surface, as well as faster interaction with materials. According to Tadros et al. (2004), nano-emulsions (NEs) are kinetically stable structures in which droplets typically have a size range of 50 to 200 nm. Thus, NEs exhibit long-term physical stability without the long-term visible aggregation or coalescence that is characteristic of these NMs. The long-term stability of NEs may be due to steric stabilization that occurs when applying nonionic polymers or surfactants (Tadros et al. 2004). NEs offer additional advantages such as low surfactant content, uniform surface coating, and respectable wettability, diffusion, and penetration capacity compared with microemulsions (Campolo et al. 2020; Shehata et al. 2022; Al-Rajhi and Abdel Ghany, 2023). NEs enhance the solubility of drugs, regulate drug release, prevent the degradation of drugs, and reduce drug side effects (Elsewedy et al. 2021). NEs in medicinal and pharmaceutical applications are utilized in oral, intravenous, and ocular drug administrations (Bernardi et al. 2011). In addition, the NEs size of these systems can enhance the effectiveness of functional constituents. However, the construction of stable oil-based NEs may depend on the combination of essential oil/surfactant and/or its ratio thereof and may need great energy inputs like sonication. The process of sonication and large amounts of surfactant usually reduce the size of NEs droplet (Liu et al. 2018; Mirgorodskaya et al. 2020).
Several oils are applied in pharmaceutical and nutritional fields as natural feed additives. For example, watercress contains great quantities of vitamins like A, B6, and C, riboflavin, and minerals such as iron, calcium, phosphorus, and manganese (Leclercq et al. 1998). Recently, Abdul Kareem and Dhaher (2021) mentioned that watercress (Nasturtium officinale) oil is a promising natural constitutes with abundant therapeutic and nutritional values. Moreover, the antifungal activity is a safe alternative to synthetic antimicrobials.
Plant essential oils also have been developed as oil-based NEs to fight phytopathogenic bacteria and mycotoxigenic fungi. For example, NEs of ginger oils suppress the growth of Xanthomonas oryzae pv. oryzae (Xoo), which is the causative agent of leaf blight in rice (Adamu et al. 2021). NEs of thyme and carvacrol oils were applied as antifungal treatments against Aspergillus fumigatus, causing alterations in the structure of conidia and fungal hyphae (Hassanien et al. 2021). NEs of Rosmarinus officinalis oil have been applied (Eid et al. 2022) to inhibit Pseudomonas aeruginosa, Klebsiella pneumoniae, and methicillin-resistant Staphylococcus aureus (MRSA). The antioxidant and antimicrobial activities of E. sativa oil and its NEs have been evaluated (Eid et al. 2020); the antioxidant and antibacterial activities of NEs are greater than the non-form NEs. Eruca sativa (Jarjeer) is an annual herb that belongs to the Brassicaceae family and is used as a food, medical applications such as antibacterial, antioxidant, antidiabetic, antiplatelet, and antihypertensive activities, and to stimulate hair growth (Noor and Iman 2019). Various phytochemicals including carotenoids, sterols, flavonoids, tannins, phenolic acids, terpenes, glycosides, alkaloids saponins, and other secondary metabolites have been detected in the Jarjeer extract (Noor and Iman 2019). The best antimicrobial activity of NEs of E. sativa oil has been observed against MRSA, Staphylococcus aureus, Malassezia furfur, Escherichia coli, without any irritation of the skin when applied (Sanad and Mabrouk 2016). Gulfraz et al. (2011) investigated E. sativa seeds oil against various species of bacteria. Coconut oil is a natural edible additive composed of important constituents such as vitamin E, lauric acid, caprylic acid, and myristic acid. These constituents exhibit many biological activities such as antitumor, antioxidant, antithrombotic, and hypolipidemic effects (Pengon et al. 2018). According to Khor et al. (2014), the coconut oil formulation in nanoemulsion form increases its consumption by humans and enhances its pharmaceutical potential. In another study, NEs of coconut oil showed good inhibition against Staphylococcus aureus growth; bacterial growth and inflammation were decreased using the prepared coconut oil NEs (Bergsson et al. 2001; Hosny et al. 2020).
In the current research, oil from E. sativa (mill) was used. This plant has different common names: in English it is known as salad rocket, garden, rocket, and arugula; in German it is known as salatrauke; in Spanish it is known as eruca; in French it is known as roquette; in Italian it is known as rucola; and in Arabic it is known as garger. The other oil, Cocos nucifera, is known as coconut oil. Regarding the therapeutic and nutrition applications, the current study assessed the antimicrobial, antioxidant, and anti-hemolytic activities of nano-emulsions of two oils including salad rocket and coconut due to the frequent use of these oils as therapeutic and nutritional materials. Docking studies were used to document the antimicrobial activity of the major constituents of the oils.
EXPERIMENTAL
Materials
The used chemicals were in analytical grade form and obtained from Sigma-Aldrich (St. Louis, MO, USA). The chemicals were used to prepare growth media for bacteria and fungi. These included solvents, reagents, polysorbate 80 (Tween 80), and buffers. Rocket salad and coconut oils were purchased from Al- Gomhuria Company (Cairo, Egypt).
Preparation of Oil Nano-emulsion and Characterization by Transmission Electron Microscopy (TEM)
A non-ionic surfactant (Tween 80) was disseminated in distilled water at 2% v/v and then shaken for 10 min via magnetic type stirrer to develop a homogeneous solution. Fixed oil (1:100) was added slowly with continuous stirring for 10 min. The developed oil emulsion was sonicated at 20 KHz frequency for 20 min via probe ultrasonic homogenizer (Silent Crusher M, Heidolph, Germany) to produce a translucent nano-emulsion (Salvia-Trujillo et al. 2013; Moradi and Barati 2019). The formulated oil nano-emulsion was saved in the dark at 4 ⁰C for further analysis and biological activities throughout 7 days. TEM (JEOL JEM-1200, Tokyo, Japan) was applied to note the size and shape of the prepared nano-emulsion. Each nano-emulsion was stained by phosphotungstic acid, fixed on a copper grid top (400 mesh) enclosed with amorphous carbon film, and observed by TEM.
GC-MS Analysis
The phyto-constituents of oils were discovered via gas chromatography attached with a mass spectrometer (GC-MS) (ThermoScientific, Waltham, MA, USA)-MS (ISQ Single Quadrupole Mass Spectrometer)). Helium (high purity, 99.99%) was applied as transferor gas (1 mL/min) at a constant flow level of 1 μL of the oil, which was injected into the GC by split style (split ratio of 1:100) with capillary column TR-5MS of 30 m × 0.32 mm × 0.25 µm. The injector temperature and ion-source temperature were 250 and 280 °C, respectively. The oven was programmed for 2 min at 110 °C, gradually increased for 10 °C/min up to 200 °C/ min, followed by an increase of 5 °C/ min to reach 280 °C/min, and then held at 280 °C for 9 min. At 70 eV, the mass spectra were taken; the time necessary for chromatography was 20 min. The level percentage of each detected constituent was estimated according to the average peak area of each constituent to the total areas. The GC-MS spectra were compared with the database provided from the National Institute of Standard and Technology at https://www.nist.gov/, as previously described (Abdelghany et al. 2021).
Agar Well Diffusion
The antimicrobial activity was tested on Bacillus cereus, Staphylococcus aureus, Salmonella typhi, Escherichia coli, Candida albicans, and Aspergillus flavus. To evaluate the antimicrobial activity of oil and its nano-emulsions (NEs), the agar well diffusion method was applied. Agar wells were punctured with a sterile cork borer (6 mm) and inoculated with the test microorganisms. The tested compound (100 µL) was injected in the well under aseptic condition. Under appropriate conditions (25 °C and 3 days incubation period for fungi; 37 °C and 24 h incubation period for bacteria), the inoculated plates were incubated. The visualized inhibition zones around the loaded wells were measured in millimeters (Abdelghany 2013). Gentamycin and fluconazole were used as positive controls for antibacterial and antifungal, respectively. Dimethyl sulfoxide for oils disbanding was applied as a negative control.
DPPH Radical Scavenging
The antioxidant activity of oil and its NEs was evaluated via free radical scavenging activity using 11-diphenyl-2-picryl hydrazyl (DPPH). One mL of 0.1 mM solution of DPPH was added to 3 mL of each concentration (3.9, 7.8, 15.62, 31.25, 62.5, 125, 250, 500, 1000 μg/mL) oil, and its NEs were dissolved in ethanol. The reaction mixture was shaken vigorously and left at 25 °C for 30 min. The absorbance of the reaction mixture was read at 517 nm, utilizing a spectrophotometer (UV-VIS). Ascorbic acid was used as a standard compound for antioxidant activity. The log dose inhibition curve was used to calculate the quantity of oil and its NEs required to inhibit 50% (IC50 value) of the DPPH free radical (Abdelghany et al. 2019) , as follows,
(1)
where Ac and At are the absorbance at using the control reaction and the tested compound, respectively.
Hemolytic Activity
The hemolytic activity of oil and its NEs was evaluated according to Bulmus et al. (2003). Five mL of fresh blood sample were collected from a healthy human according to medical ethics guidelines. The sample of blood at 2500 rpm was centrifuged for 10 min. The collected cells after removing the plasma were washed 3 times using 150 mM NaCl, followed by centrifugation as mentioned in the first step. The collected cells after removing NaCl were suspended in phosphate buffer saline (PBS) adjusted at pH 7.4 to obtain final concentration 2% of the collected cells. Oil or its NEs at various quantities (ranged from low dose 50 up to high dose 1000 μg/mL) were added to 2% of cell suspension, which was adjusted to a final volume of 1 mL using PBS. The mixture was kept for 1 h in water bath adjusted at 37 °C, then centrifuged (2500 rpm for 15 min). The wavelength of the collected supernatant was measured at 541 nm. The blank sample contained only PBS; the positive control was deionised water. Hemolysis was calculated by Eq. 2,
(2)
where A stands for absorbance.
Molecular Docking
Molecular docking has become a progressively significant tool for discovery and understanding the mechanisms of drug action. Moreover, the approach of molecular docking can be utilized to predict the preferred interaction and affinity of a ligand in the binding site of a protein. This can make it possible to describe the molecules behavior in the binding site of target proteins and clarify the vital biochemical manners. The structural and chemical characteristics of this specific set of molecules that may have an impact on the apoptotic phenomena were discovered using a computer study. The poses of inhibitors trimethylsilyl ester and 2-lauro-1,3-didecoin within the binding site of S. aureus (PDB=7BGE) and C. albicans protein (PDB=3DRA) were studied (Pantsar and Poso 2018; Boittier et al. 2020) via molecular operating environment (MOE) 2019.0102 program. The receptor structures were identified directly from Protein Data Bank (https://www.rcsb.org/). The downloaded structures were prepared for docking by removing all water molecules and other metal ions or ligands. The primary chain was docked, and the selected chain was then fixed and protonated, utilizing the tools for structure preparation that were already there. In order to build the dummy sites that served as the binding pocket, the MOE site finder generated the active binding sites. The studied compounds were minimized and optimized for the docking process. The dock scoring in MOE software was designed via the London dG scoring function and refined utilizing two different approaches. The greatest five constructions that were existent in the crystal structure and had a lower RMSD value were predicted by the docking process. Using the visualising programme PyMol, the complexes were examined for interactions and their 3D images were captured. Additionally, the RMSD and RMSD-refine fields were utilized to compare the findings of pose-with-pose in the co-crystal ligand location before and next modification, respectively.
Statistical Evaluation
Three replicates of experiment were designed to estimate the standard deviation (SD). IC50 depending on GraphPad Prism® software (version 5.0, Boston, USA) of the activity of DPPH radical scavenging was calculated. All investigational outcomes were achieved in triplicate. The standard deviation (SD) and variance were designed via SPSS ver. 22.0 software (version 14, IBM, Armonk, NY, USA).
RESULTS AND DISCUSSION
Phytochemical Constituents
In the current study, salad rocket oil was analyzed via GC-MS (Fig. 1) which reflected the presence of 12 compounds based on the molecular formula, mass, area %, and retention time (RT) (Table 1). Based on area percentage, palmitic acid, TMS derivative (44.7%) represent the main compound, while 3,5-di-t-butyl-4-hydroxybenzoic acid, ethyl ester was detected with low area (0.55%) in salad rocket oil. Other detected compounds with different area % were identified (Table 1). Several biological activities were reported by other studies (Parthipan et al. 2015) for the detected compounds in the current study. For example, cis-9,cis-12-octadecadienoic acid showed anti-histaminic, anti-inflammatory, anti-arthritic, anti-eczemic, anti-androgenic, anticoronary, anticancer, antihyperchol-esterolemic, besides its applied as hepatoprotective and inhibitor for 5-α reductase. Essential oil from the leaves of the salad rocket contains 67 volatile constituents (Awadelkareem et al. 2022), with the major constituents including 4-methylthio-butylisothiocyanate and 5-methylthiopentanonitrile. One compound containing sulfur, namely 5-hydroxy-3,3,6,6-tetramethyl-4-thiepanone, was detected in salad rocket oil. However, Awadelkareem et al. (2022) mentioned that salad rocket oil was characterized by a more content of sulfur containing constituents. In an earlier analysis of salad rocket seed oil, erucic acid (51.2%) was the main detected compound followed by 15.1% oleic acid and 12.5% cis11-eicosenoic acid (Gulfraz et al. 2011).
GC-MS analysis revealed 13 compounds in coconut oil (Table 2 and Fig. 2). 2-Lauro-1,3-didecoin was the main compound in coconut oil (53.7%). Other compounds such as n-butyl laurate; laurin, tri- and laurin, 2-mono- were detected in coconut oil but with low and various area %. 2-Lauro-1,3-didecoin exhibited several biological utilizations, for example antioxidant, anti-allergy, antimicrobial, and anti-dandruff, as mentioned previously (Mela et al. 2013). Coconut oil in the current decade has become attractive due to its content of monolaurin, which reveals effects against bacteria, fungi, viruses, and protozoa (Pengon et al. 2019). Another constituent in coconut oil, namely n-hexadecanoic (area 2.12%) (Table 2), exhibited antioxidant, hypocholesterolemic, and anti-inflammatory property in addition to its inhibition of 5-α reductase (Ponnamma and Manjunath 2012). Oleic acid was a minor constituent of coconut oil (0.59%) (Table 2), which reduces inflammation, tumor necrosis, and interleukins (IL-5, IL-6, and IL-8) (Aira et al. 2021).
Fig. 1. GC-MS chromatograph of rocket salad oil
Time (min)
Fig. 2. GC-MS chromatograph of coconut oil
Table 1. Compounds in Rocket Salad Oil Detected by GC-MS
Table 2. Compounds in Coconut Oil Detected by GC-MS
TEM Characterization of the Prepared NEs
EOs have limited water solubility and great sensitivity to heat, light, and oxygen. Nanotechnology science has helped to solve these problems via the conversion to NEs. TEM showed that the mean size of particles of the prepared NEs of salad rocket were 24.6 nm with root-mean-square deviation 10.99, while those of coconut oil were 29.2 nm with root-mean-square deviation 11.52. All droplets of NEs were globular in shape. Through scanned NEs droplets of salad rocket oil, the mean size was 195.3 nm (Eid et al. 2020), and the droplet size of coconut oil NEs was between 65 and 195 nm (Hosny et al. 2020). As previously noted (Campolo et al. 2020), the characterizations of NEs represented by morphological construction and particle size were affected by type and concentration of the used surfactants.
Fig. 3. TEM of NEs of rocket salad and coconut oils. Magnification, 8000 X; Scale bar, 100 nm
Antimicrobial Activity of Rocket Salad Oil, Coconut Oil, and their NEs
The antimicrobial activity of salad rocket and coconut oils and their NEs is reported in Table 3 and Fig. 4. Coconut oil was more effective than salad rocket oil against most tested microorganisms. Both NEs of salad rocket and coconut oils reflected more inhibitory action compared with non-NES against B. cereus (25 mm), S. aureus (27 mm), E. coli (14 mm), S. typhi (24 mm), C .albicans (22 mm), and A. flavus (22 mm). The efficacy of NEs is related to their capability to pass across the wall of cell and membranes, leading to destruction of the cell structures, metabolism disorders, and inhibition of protein synthesis (El-Sayed and El-Sayed 2021). As mentioned in GC-MS analysis, there were several constituents with antimicrobial activities. Numerous investigators have focused on plant oils to discover new compounds required to prevent pathogenic microorganisms, particularly after the outbreak of multidrug resistance microorganisms. The effect of salad rocket oil nanoemulgel on S. aureus and MRSA growth was observed, giving a 21 mm and 15 mm inhibition zone (Eid et al. 2020). Lately, Abdul Kareem (2021) described the fungistatic potential of watercress oil. Lauric acid and monolaurin in coconut oil have a good antibacterial potential against varied bacterial strains (Bergsson et al. 2001). The prepared NEs of coconut oil by Hosny et al. (2020) was effective against S. aureus due to its rich content of monolaurin. Also, the current outcomes were in agreement with Pengon et al. (2019) using coconut oil NEs as an inhibitor of bacterial pathogens.
Fig. 4. Antimicrobial activity of rocket salad oil, coconut oil and its NEs. Negative control (1), positive control (2), Oil (3), and NEs of oil (4)
Table 3. Antimicrobial Activity of Rocket Salad Oil, Coconut Oil, and NEs
Table 4. Anti-hemolytic Activities of Rocket Salad Oil, Coconut Oil, and NEs
Anti-hemolytic Activities of Rocket Salad Oil, Coconut Oil and its NEs
The anti-hemolytic activities of salad rocket and coconut oil with their NEs are shown in Table 4. Negligible hemolysis was observed at the used concentrations up to 1000 µg/mL of salad rocket oil compared with coconut oil, where the hemolysis was 3.4% and 14.3%, respectively. The NEs of salad rocket oil caused weak hemolysis at low concentrations (50 to 600 µg/mL), but moderate hemolysis (9.1 and 20.9%) was observed at 800 and 1000 µg/mL. The developed NEs of coconut oil revealed that hemolysis % reached 22% at high concentration 1000 µg/mL. The anti-hemolytic activity of the current oils and its NEs may be attributed to its content of flavonoids. Nagamani et al. (2016) reported and explained the anti-hemolytic activity of C. nucifera where the erythrocytes membrane protection from lysis and damage due to some phenolic molecules having the capability of protection from free radicals generated by H2O2.
Antioxidant Activities of Rocket Salad Oil, Coconut Oil and its NEs
Antioxidant activity of rocket salad oil and its NEs are presented in Table 5. Similar values of the antioxidant activity were observed between rocket salad and NEs. At low concentration up to 62.5 µg/mL the antioxidant capability of rocket salad NEs was more than bulk rocket salad oil at the same concentration (62.5 µg/mL) unlike antioxidant activity at high concentrations 125 to 1000 µg/mL. The IC50 of jarjeer oil was more (39.3 µg/mL) than the IC50 of its NEs (35.8 µg/mL). However, the antioxidant activity of coconut oil and its NEs increment as the concentration increased, but generally at all used concentrations the antioxidant activity of coconut oil NEs was better than coconut oil with IC50 80.5 µg/mL and 109.4 µg/mL, respectively. The medicinal values associated with coconut oil include antioxidant, anti-hypercholesterol, and antimicrobial properties (Ng et al. 2014). Various health benefits have been attributed to C. nucifera, such as bactericidal, antihypertensive, antioxidant, antitumor, and diuretic activities (Lima et al. 2015).
Table 5. Antioxidant Activity of Rocket Salad Oil, Coconut Oil and its NEs
Molecular Docking of Trimethylsilyl Ester and 2- Lauro-1,3-Didecoin
Molecular docking is an effective method for determining the type of interaction and binding sites with the interacting molecules. The binding sites and their docking scores of the target compounds were visualised and calculated using the MOE modelling tool. Trimethylsilyl ester and 2-lauro-1,3-didecoin were docked as the main detected components of rocket salad oil and coconut oil, respectively, with the active sites of S. aureus (PDB=7BGE) and C. albicans protein (PDB=3DRA). More poses might be achieved with improved binding ways and interactions within the receptor pocket. The poses with the greatest acceptable RMSD_refined values, and the ligand’s identical binding mechanism were chosen. The results are shown in Tables 6 and 7.
2- Lauro-1,3-didecoin had high binding scores against S. aureus and C. albicans protein (-7.72557 kcal/mol and -7.44338 kcal/mol respectively), which was better than trimethylsilyl ester (-6.60498 kcal/mol and -6.09047 kcal/mol, respectively). For 2-lauro-1,3-didecoin, one hydrogen bond was observed with S. aureus (PDB=7BGE) via LYS 74 (3.14Å). Another hydrogen bond was observed with C. albicans protein (PDB=3DRA) via LYS 266 (3.1 Å). For trimethylsilyl ester, binding interactions with 7BGE recorded one acceptor hydrogen bond via ARG 95 (3.06 Å). As well, another acceptor bond of hydrogen with 3DRA via GLN 218 (3.23 Å), that is expected to be vital for the activity. The hydrogen bonds between selected compounds and the select proteins are occurred inside Tables 8 and 9. The top fitted poses adopted by the constituents docked are shown in Figs. 5 and 6. The target receptor structure was stabilised by these interactions between the critical amino acid residues of the binding pockets and hydrogen bonds, ions, and hydrophobic bonds. The best docked conformations are all of the docked poses with the lowest binding energy and the highest affinity. The docking tool using MOE was able to replicate experimentally discovered binding modes to determine the specific target-ligand conformation. Investigation of these docked ligands and proteins revealed a very important molecular interaction.
Table 6. Docking Score and Energies of Trimethylsilyl ester and 2- Lauro-1,3-Didecoin with 7BGE Receptors
Table 7. Docking Score and Energies of Trimethylsilyl Ester and 2- Lauro-1,3-Didecoin with 3DRA Receptors
Table 8. Trimethylsilyl Ester and 2- Lauro-1,3-Didecoin Interaction with 7BGE Protein
Table 9. Trimethylsilyl Ester and 2- Lauro-1,3-Didecoin Interaction with 3DRA Protein
Fig. 5. Molecular docking process of trimethylsilyl ester and 2- Lauro-1,3-Didecoin with 7BGE protein.
Fig. 6. Molecular docking process of trimethylsilyl ester and 2- Lauro-1,3-Didecoin with 3DRA protein
Recently, investigations associated to molecular docking were applied to document the antimicrobial activity of several natural constituents, for instance, chlorogenic acid activity against viruses such as human coronavirus (HCoV 229E) and bacteria such as Proteus vulgaris (Qanash et al. 2022), neophytadiene against P. aeruginosa, luteolin against E. coli (Yahya et al. 2022), chitosan nanoparticles loaded with Aloe vera gel against Helicobacter pylori (Al-Rajhi et al. 2022b), and interaction of 2-benzenedicarboxylic acid and N-(4,6-dimethyl-2-pyrimidinyl)-4-(4-nitrobenzylidene-amino) benzenesulfonamide with proteins of C. albicans and B. subtilis (Al-Rajhi et al. 2022c).
CONCLUSIONS
- Gas chromatography-mass spectroscopy analysis reflected the presence of various constituents in salad rocket and coconut oils.
- Coconut and salad rocket oils as well as their NEs possess considerable antimicrobial and antihemolytic abilities.
- Antioxidant activity of NEs of salad rocket and coconut oil was more effective with IC50 35.75 µg/mL and 80.5 µg/mL than bulk oils with IC50 39.26 µg/mL and 109.35 µg/mL, respectively.
- Based on the molecular docking results, trimethylsilyl ester and 2-lauro-1,3-didecoin may be suggested as lead structures for the creation and synthesis of stronger antibacterial medications.
ACKNOWLEDGMENTS
The authors extend their appreciation to the Deanship for Research & Innovation, Ministry of Education in Saudi Arabia for funding this research work through the project number : IFP22UQU4420118DSR061
FUNDING
Deanship for Research & Innovation, Ministry of Education in Saudi Arabia through the project number : IFP22UQU4420118DSR061
Conflicts of Interest: The authors declare no conflict of interest
REFERENCES CITED
Abdelghany, T. M. (2013). “Stachybotrys chartarum: A novel biological agent for the extracellular synthesis of silver nanoparticles and their antimicrobial activity,” Indonesian Journal of Biotechnolology 18(2), 75-82. DOI: 10.22146/ijbiotech.7871
Abdelghany, T. M., Al-Rajhi, A. M. H., Al Abboud, M. A., Alawlaqi, A. Ganash M., Eman A. M. H., and Ahmed S. M. (2018). “Recent advances in green synthesis of silver nanoparticles and their applications: About future directions. A Review,” BioNanoScience 8, 5-16. DOI: 10.1007/s12668-017-0413-3
Abdelghany, T. M., Ganash, M., Alawlaqi, M. M., and Al-Rajhi, A. M. H. (2019). “Antioxidant, antitumor, antimicrobial activities evaluation of Musa paradisiaca L. pseudostem exudate cultivated in Saudi Arabia,” BioNanoScience 9, 172-178. DOI: 10.1007/s12668-018-0580-x
Abdelghany, T., Yahya, R., Bakri, M. M., Ganash, M., Amin, B. H., and Qanash, H. (2021). “Effect of Thevetia peruviana seeds extract for microbial pathogens and cancer control,” International Journal of Pharmacology 17(8), 643-655. DOI: 10.3923/ijp.2021.643.655
Abdul Kareem, M. W., and Al Dhaher ZA. (2021). “ Evaluation of the antifungal activity of nasturtium officinale (Watercress) oil with calcium hydroxide against Candida albicans isolated from root canal,” Journal of Baghdad College of Dentistry 33(4), 1-5. DOI: 10.26477/jbcd.v33i4.3012
Adamu, A., Ahmad, K., Siddiqui, Y., Ismail, I. S., Asib, N., Bashir Kutawa, A., Adzmi, F., Ismail, M. R., and Berahim, Z. (2021). “Ginger essential oils-loaded nanoemulsions: Potential strategy to manage bacterial leaf blight disease and enhanced rice yield,” Molecules 26, article 3902. DOI: 10.3390/molecules26133902
Aira, D. B., Dixie, M. D. B., Paula, K. O., von Rovic, L. B., Michael Lorenzo, B. B., Ruel Valerio, R. D., Gracia Fe, B. Y., and Paulo Robert, P. B. (2021). “The potential use of virgin coconut oil as an adjunctive therapy for treatment of COVID-19: A review,” Journal of Pharmacognosy and Phytochemistry 10, 37-49. DOI: 10.22271/phyto.2021.v10.i6a.14254.
Al-Rajhi, A. M. H., and Abdel Ghany, T. M. (2023). “Nanoemulsions of some edible oils and their antimicrobial, antioxidant, and anti-hemolytic activities,” BioResources 18(1), 1465-1481. DOI: 10.15376/biores.18.1.1465-1481
Al-Rajhi, A. M., Yahya, R., Bakri, M. M., Yahya, R., and Abdelghany, T. M. (2022a). “In situ green synthesis of Cu-doped ZnO based polymers nanocomposite with studying antimicrobial, antioxidant and anti-inflammatory activities,” Applied Biological Chemistry 65, 35. DOI: 10.1186/s13765-022-00702-0
Al-Rajhi, A. M. H., Qanash, H., Almuhayawi, M. S., Al Jaouni, S. K., Bakri, M. M., Ganash, M., Salama, H. M., Selim, S., and Abdelghany, T. M. (2022b). “Molecular interaction studies and phytochemical characterization of Mentha pulegium L. constituents with multiple biological utilities as antioxidant, antimicrobial, anticancer and anti-hemolytic agents,” Molecules 27, 4824.27(15), article 4824. DOI: 10.3390/molecules27154824.
Al-Rajhi, A. M. H., Mashraqi, A., Al Abboud, M. A., Shater, A.-R. M., Al Jaouni, S. K., Selim, S., and Abdelghany, T. M. (2022c). “Screening of bioactive compounds from endophytic marine-derived fungi in Saudi Arabia: Antimicrobial and anticancer potential,” Life 12(8), article 1182. DOI: 10.3390/life12081182.
Awadelkareem, A. M., Al-Shammari, E., Elkhalifa, A. E. O., Adnan, M., Siddiqui, A. J., Snoussi, M., Khan, M. I., Azad, Z. R. A. A., Patel, M., and Ashraf, S. A. (2022). “Phytochemical and in silico ADME/Tox analysis of Eruca sativa extract with antioxidant, antibacterial and anticancer potential against Caco-2 and HCT-116 colorectal carcinoma cell lines,” Molecules 27, 1409. DOI: 10.3390/ molecules27041409
Bergsson, G., Arnfinnsson, J., Steingrímsson, O., and Thormar, H. (2001). “Killing of gram-positive cocci by fatty acids and monoglycerides,” Journal of Pathology, Microbiology and Immunology 109(10), 670-678. DOI: 10.1034/j.1600-0463.2001.d01-131.x.
Bernardi, D. S., Pereira, T. A., Maciel, N. R., and et al. (2011). “Formation and stability of oil-in-water nanoemulsions containing rice bran oil: In vitro and in vivo assessments,” Journal Nanobiotechnology 9, article 44. DOI: 10.1186/1477-3155-9-44.
Boittier, E. D., Tang, Y. Y., Buckley, M. E., Schuurs, Z. P., Richard, D. J., and Gandhi, N. S. (2020). “Assessing molecular docking tools to guide targeted drug discovery of CD38 inhibitors,” International Journal Molecular Science 21(15), article 5183. DOI: 10.3390/ijms21155183
Bulmus, V., Woodward, M., Lin, L., Murthy, N., Stayton, P., and Hoffman, A. (2003). “A new pH-responsive and glutathione-reactive, endosomal membrane-disruptive polymeric carrier for intracellular delivery of biomolecular drugs,” Journal of Controlled Release 93(2) 105-120. DOI: 10.1016/j.jconrel.2003.06.001
Campolo, O., Giunti, G., Laigle, M., Michel, T., and Palmeri, V. (2020). “Essential oil-based nano-emulsions: Effect of different surfactants, sonication and plant species on physicochemical characteristics,” Industrial Crops and Products 157, article 112935. DOI: 10.1016/j.indcrop.2020.112935.
Eid, A. M., Jaradat, N. A., Al-Masri, M., Issa, L., Zubidat, F., Asrawi, H., and Ahmad, S. (2020). “Development and antimicrobial evaluation of Eruca sativa oil nanoemulgel with determination of the oil antioxidant, sun protection factor and elastase inhibition,” Current Pharmaceutical Biotechnology 21(3), 244-255 . DOI: 10.2174/1389201021666200110095930
Eid, A. M., Jaradat, N., Issa, L., Abu-Hasan, A., Salah, N., Dalal, M., Mousa, A., and Zarour, A. (2022). “Evaluation of anticancer, antimicrobial, and antioxidant activities of rosemary (Rosmarinus officinalis) essential oil and its nanoemulgel,” European Journal of Integrative Medicine, article 102175. DOI: 10.1016/j.eujim.2022.102175.
El-Sayed, S. M., and El-Sayed, H. S. (2021). “Antimicrobial nanoemulsion formulation based on thyme (Thymus vulgaris) essential oil for UF labneh preservation,” Journal of Materials Research and Technology 10, 1029-1041. DOI: 10.1016/j.jmrt.2020.12.073
Elsewedy, H. S., Al-Dhubiab, B. E., Mahmoud, A., Mahdy., and Hanan M. Elnahas. (2021). “Basic concepts of nanoemulsion and its potential application in pharmaceutical, cosmeceutical and nutraceutical fields,” Research Journal of Pharmacy and Technology 14(7), 3938-3946. DOI: 10.52711/0974-360X.2021.00684
Ganash, M., Abdel Ghany, T. M., and Omar, A. M. (2018). “Morphological and biomolecules dynamics of phytopathogenic fungi under stress of silver nanoparticles,” BioNanoScience 8, 566-573. DOI: 10.1007/s12668-018-0510-y
Gulfraz, M., Sadiq, A., Tariq, H. B., Imran, M., Rahmatullah, Q., and Zeenat, A. (2011). “Phytochemical analysis and antibacterial activity of Eruca sativa seed,” Pakistan Journal of Botany 43(2), 1351-1359
Hassanien, A. A., Elsherif, W. M., Hamed, R., and Hussein, A. A. (2021). “Suppression effect of thyme and carvacrol nano-emulsions on Aspergillus fumigatus isolated from patients in the intensive care unit of Assiut University Hospital, Egypt,” International Journal One Health 7(1), 116-121. DOI: 10.14202/IJOH.2021.116-121
Hosny, K. M., Alhakamy, N. A., Sindi, A. M., and Khallaf, R. A. (2020). “Coconut oil nanoemulsion loaded with a statin hypolipidemic drug for management of burns: Formulation and in vivo evaluation,” Pharmaceutics 12(11), article 1061. DOI: 10.3390/pharmaceutics12111061.
Khor, Y. P., Koh, S. P., Long, K., Long, S., Ahmad, S. Z., and Tan C. P. (2014). “A comparative study of the physicochemical properties of a virgin coconut oil emulsion and commercial food supplement emulsions,” Molecules 19(7), 9187-9202. DOI: 10.3390/molecules19079187.
Leclercq, I., Desager, J. P., and Horsmans, Y. (1998). “Inhibition of chlorzoxazone metabolism, a clinical probe for cyp2e1, by a single ingestion of watercress,” Clinical Pharmacology & Therapeutics 64(2), 144-149. DOI:10.1016/S0009-9236(98)90147-3
Lima, E. B., Sousa, C. N, Meneses L. N., Ximenes N. C., Santos J. A., Vasconcelos G. S., Lima, N. B., Patrocínio M. C., Macedo, D., and Vasconcelos, S. M. (2015). “Vasconcelos GS. L. Cocos nucifera (Arecaceae): A phytochemical and pharmacological review,” Brazilian Journal of Medical and Biological Research 48(11), 953-964. DOI: 10.1590/1414-431X20154773.
Liu, Z., Ezernieks, V., Rochfort, S., and Cocks, B. (2018). “Comparison of methylation methods for fatty acid analysis of milk fat,” Food Chemistry 261, 210-215.
Mela, E., Arkeman, Y., Noor, E., and Achsani N. A. (2013). “Potential products of coconut shell wood vinegar,” Res. J. Pharmaceutical, Biol. and Chem. Sci. 4(4), 1480-1493.
Mirgorodskaya, A. B., Rushana, А. K., Svetlana, S. L., Eugeny, N. N., Kirill, O. S., Liliya, M. N., and Zakharova, Y. L. (2020). “Carbamate-bearing surfactants as effective adjuvants promoted the penetration of the herbicide into the plant,” Colloids and Surfaces A: Physicochemical and Engineering Aspects 586, article 124252. DOI: 10.1016/j.colsurfa.2019.124252
Moradi, S., and Barati, A. (2019). “Essential oils nanoemulsions: Preparation, characterization and study of antibacterial activity against Escherichia coli,” International Journal of Nanoscience and Nanotechnology 15(3), 199-210
Nagamani, J. E., Sukanya., and Samim, A. (2016). “Cytoprotective activity of Cocos nucifera and Mangifera indica flower extracts,” International Journal of Pharmaceutics and Drug Analysis 4 (2), 79-84.
Ng, S. P., Lai, O. M., Abas, F., Lim, H. K., and Tan, C. P. (2014). “Stability of a concentrated oil-in-water emulsion model prepared using palm olein-based diacylglycerol/virgin coconut oil blends: Effects of the rheological properties, droplet size distribution and microstructure,” Food Research International 64, 919-930. DOI: 10.1016/j.foodres.2014.08.045
Noor, S., J., and Iman, S., J. (2019). “Eruca sativa LINN: Pharmacognostical and pharmacological properties and pharmaceutical preparations,” Asian Journal of Pharmaceutical and Clinical Research 12(3), 39-45. DOI: 10.22159/ajpcr.2019.v12i3.30893
Pantsar, T., and Poso, A. (2018). “Binding affinity via docking: Fact and fiction,” Molecules 23(8), article 1899. DOI: 10.3390/molecules23081899
Parthipan, B., Suky, M. G. T., and Mohan, V. R. (2015). “GC-MS analysis of phytocomponents in Pleiospermium alatum (Wall. ex Wight & Arn.) Swingle, Rutaceae),” Journal of Pharmacognosy and Phytochemistry 4(1), 216-222.
Pengon, S., Chinatangkul, N., Limmatvapirat, C., and Limmatvapirat, S. (2018). “The effect of surfactant on the physical properties of coconut oil nanoemulsions,” Asian Journal of Pharmaceutical Sciences 13(5), 409-414. DOI: 10.1016/j.ajps.2018.02.005.
Pengon, S., Suchaoin, W., Limmatvapirat, C., and Limmatvapirat, S. (2019). “Development of nanoemulsions containing coconut oil with mixed emulsifiers: Effect of mixing speed on physical properties,” Key Engineering Materials 819, 181-186. DOI: 10.4028/www.scientific.net/KEM.819.181
Ponnamma, S. U., and Manjunath, K. (2012). “GC-MS analysis of phytocomponents in the methanolic extract of Justicia wyaadensis (Nees) T. Anders,” International Journal of Pharma and Bio Sciences 3, 570-576.
Qanash, H., Yahya, R., Bakri, M. M., Bazaid, A. S., Qanash, S., Shater, A. F., and Abdelghany, T. M. (2022). “Anticancer, antioxidant, antiviral and antimicrobial activities of Kei Apple (Dovyalis caffra) fruit,” Scientific Reports 12, article 5914. DOI: 10.1038/s41598-022-09993-1
Salvia-Trujillo, L., Rojas-Graü, A., Soliva-Fortuny, R., and Martín-Belloso, O. (2013). “Physicochemical characterization of lemongrass essential oil-alginate nanoemulsions: Effect of ultrasound processing parameters,” Food Bioprocess Technol. 6(9), 2439-2446. DOI: 10.1007/s11947-012-0881-y
Sanad, R. A., and Mabrouk, M. I. (2016). “Development and assessment of stable formulations containing two herbal antimicrobials: Allium sativum L. and Eruca sativa miller seed oils,” Drug Development and Industrial Pharmacy 42, 958-968. DOI: 10.3109/03639045.2015.1096280
Shehata, T. M., Elnahas, H. M., and Elsewedy, H. S. (2022). “Development, characterization and optimization of the anti-inflammatory influence of meloxicam loaded into a Eucalyptus oil-based nanoemulgel,” Gels 8, article 262. DOI: 10.3390/ gels8050262
Tadros, T., Izquierdo P., Esquena J., and Solans C. (2004). “Formation and stability of nano-emulsions,” Advances in Colloid and Interface Science 108-109, 303-318. DOI: 10.1016/j.cis.2003.10.023.
Yahya, R., Al-Rajhi, A. M. H., Alzaid, S. Z., Al Abboud, M. A., Almuhayawi, M. S., Al Jaouni, S. K., Selim, S., Ismail, K. S., and Abdelghany, T. M. (2022). “Molecular docking and efficacy of Aloe vera gel based on chitosan nanoparticles against Helicobacter pylori and its antioxidant and anti-Inflammatory activities,” Polymers 14, article 2994. DOI: 10.3390/polym1415299.
Article submitted: September 16, 2022; Peer review completed: December 20, 2022; Revised version received: December 21, 2022; Accepted: January 4, 2023; Published: January 11, 2023.
DOI: 10.15376/biores.18.1.1554-1576