Abstract
Many Eryngium species have been traditionally used as ornamental, edible or medicinal plants. The gas chromatography-flame ionization detector (GC-FID) and gas chromatography-mass spectrometry (GC–MS) analyses have shown that the major compounds in the aerial parts were spathulenol (in E. campestre and E. palmatum oils) and germacrene D (in E. amethystinum oil). The main compounds in the root oil were nonanoic acid, 2,3,4-trimethylbenzaldehyde and octanoic acid for E. campestre, E. amethystinum and E. palmatum, respectively. All the oils expressed the highest potential against Gram-positive bacteria Staphylococcus aureus as well as Gram-negative Klebsiella pneumoniae and Proteus mirabilis. Molecular docking analysis was used for determining a potential antibacterial activity mechanism of compounds present in the essential oils. Molecular docking confirmed that the binding affinity of spathulenol to the active site of tyrosyl-tRNA synthetase was the highest among the tested dominant compounds. Regarding the total phenolic content (determined by the Folin–Ciocalteu assay) and flavonoid content (evaluated using aluminum nitrate nonahydrate), the highest amount was found in the ethyl acetate extract of E. palmatum. The results of DPPH and ABTS assay indicated that the highest antioxidant activity was present in the water extract of E. amethystinum. Extracts of the aerial parts presented as minimum inhibitory concentration (MIC) expressed the activity in the range 0.004–20.00 mg/mL, with the highest activity exhibited by the acetone and ethyl acetate extracts against Proteus mirabilis. The obtained results suggest that Eryngium species may be considered a beneficial native source of the compounds with antioxidant and antimicrobial properties.
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Introduction
The plants of genus Eryngium have been used in ethnopharmacology, as a nutrition source and for medical purposes. Eryngium is one of the most complex genera of the family Apiaceae with approximately 250 species, including annual, biennial, and perennial plants, widely found in Eurasia, America, North Africa and Australia (Thiem et al. 2011). This study was based on three taxa: E. campestre L., E. amethystinum L. and E. palmatum Pančić & Vis.
Eryngium campestre is a common species in Europe, extending to South England, whereas E. amethystinum grows in the Balkan Peninsula and the Aegean region, Italy and Sicily. E. palmatum is an endemic perennial plant, whose prevalence is restricted to the central part of the Balkan Peninsula (Chater 1968).
In many countries E. campestre is extensively used in both traditional medicine and human diet. In Turkey the whole plant is used as an antitussive, diuretic, aperitif, stimulant and aphrodisiac (Güneş et al 2014), whereas in Italian folk medicine the root of E. amethystinum is used as a diuretic and laxative. Some recent studies have confirmed the beneficial results previously claimed by traditional medicinal uses. In experimental rats, ethanol extracts of E. campestre exhibited apparent anti-inflammatory and anti-nociceptive activity, as well as a positive anti-inflammatory effect on periodontitis, by reducing infiltration of leucocytes and nitro-oxidative stress (Küpeli et al. 2006; Conea et al. 2015). Previous results concerning methanolic extracts obtained from the fruit of E. amethystinum implied that this species had strong oxidation agents (Wojtanowski et al. 2013). Also, methanol and chloroform extacts from the aerial parts or the roots of E. palmatum expressed a significant antibacterial activity (Marčetić et al. 2014). A wide range of biological activities is conditioned by the presence of a large number of chemical compounds in Eryngium species: triterpenoid saponins, triterpenoids, sesquiterpenes, monoterpenes, flavonoids, coumarins, phenolics, steroids and acetylenes (Wang et al. 2012).
The molecular docking was chosen as the most appropriate method to determine the design of target metabolites, as well as the mechanism of action of the pharmacologically active molecules. Modeling and docking studies have been carried out to understand the interactions of the enzyme with the substrate which in turn gives information about the stability and activity of the psychrophilic enzyme in comparison with its counterparts (Ramya and Pulicherla 2015). Also, focus is determining a suitable geometry and binding affinity of the tested molecule (ligand) to the active site of the target macromolecules using “scoring” functions (Kroemer 2007).
The main objectives of this study were the comparison of the chemical compositions of EOs obtained from the aerial parts and roots, and evaluation of the antioxidant and antimicrobial activity of EOs and extracts, while an additional objective was to determine a potential mechanism of the dominant compounds’ activity on Staphylococcus aureus, using molecular docking studies on Eryngium campestre, E. amethystinum and E. palmatum.
Materials and methods
Plant material
Aerial parts and roots of E. campestre and E. palmatum were collected in June 2012 in Serbia, at the localities of the City of Niš and Sićevo Gorge, respectively, while E. amethystinum plants were collected in June 2013 near Vitlište village (Macedonia). The voucher specimens for E. campestre (10802), E. amethystinum (10801), E. palmatum (10803) were deposited in the “Herbarium Moesiacum Niš”, The University of Niš.
EO isolation
EOs were obtained separately by 3-hour hydro-distillation, using a Clevenger-type apparatus, from the previously dried aerial parts (490, 130, 297 g) and roots (47, 40, 76 g) of E. campestre, E. amethystinum and E. palmatum, respectively. Anhydrous sodium sulfate was used for the desiccation of oils which were stored at a temperature of 4 °C.
Gas chromatography-flame ionization detector (GC-FID) and gas chromatography–mass spectrometry (GC–MS)
The analysis of the studied oils included the use of GC-FID and GC–MS, where the GC analysis was performed using a GC HP-5890 II apparatus. The split-splitless injector was connected to HP-5 column (25 m × 0.32 mm, 0.52 µm film thicknesses) and suited to FID. The analytic conditions were as follows: flow rate of H2-1 mL/min, split ratio-1:30, temperature of injector-250 °C, temperature of detector-300 °C, temperature of column-programed from 40° to 240 °C (at a rate of 4°/min). Solutions of EO were consecutively injected by ALS (1μL, splitless mode). The area percent reports, obtained as a result of standard processing of chromatograms, were used as the base for quantification purposes.
The same parameters were used for GC–MS analysis. HPG 1800C Series II GCD system (Hewlett-Packard, Palo Alto, CA, (USA) was also used with HP-5MS column (30 m × 0.25 mm, 0.25 µm film thickness). The transfer line was heated at 260 °C, whereas mass spectra were acquired in EI mode (70 eV), in m/z range 40–400, and scan time 1.50 s. Instead of hydrogen, helium was used as the carrier gas. Sample solutions were injected by ALS (1 μL, splitless mode).
The constituents were identified by comparison of their mass spectra to those from Wiley275 and NIST/NBS libraries, using different search engines. The experimental values for retention indices were determined by the use of calibrated Automated Mass Spectral Deconvolution and Identification System software (AMDIS ver.2.1., National Institute of Standards and Technology-NIST, Standard Reference Data Program, Gaithersburg, MD, USA), compared to those from available literature and used as additional tool to approve MS findings (Adams 2007).
Extraction protocol and antioxidant activity
Air-dried, ground aerial parts of the plants (10 g) were used for extraction adding 100 mL of water (H2O), methanol (MeOH), acetone (Acet) and ethyl acetate (EtOAc). All organic solvents (p.a.) were purchased from “Zorka pharma” company, Šabac, Serbia. After being left in an ultrasonic bath for 30 min, the mixture was kept in a dark place for 24 h and then filtered. Vacuum evaporator and freeze-dryer (for H2O extract) were used to remove the solvents. All results were calculated per g of dry weight of plant extracts (DW) (Džamić et al. 2013).
DPPH (2,2-dyphenyl-1-picrylhydrazyl) and ABTS (2,2′-azino-bis(3-ethylbenzothiazoline-6-sulphonic acid)) assays were used to test the antioxidant activity of the extracts. All the measurements were set using Shimadzu, UV–visible PC 1650 spectrophotometer, while the extracts were soluted to concentrations of 2 mg/mL, except for EtOAc (5 mg/mL). The experiment chemicals such as anhydrous sodium carbonate, potassium acetate, potassium peroxidisulphate and L(+)-Ascorbic acid (Vitamin C) were purchased from AnalaR Normapur, VWR, Geldenaaksebaan, Leuven Belgium, while aluminum nitrate nonahydrate was obtained from Fluka Chemie AG, Buchs, Switzerland.
Total phenolic content (TPC)
TPC was determined applying FC-reagent method (1:10), given previously (Singh et al. 2016) which is a slightly modified form of the method originally reported by Singleton et al. (1999). The results were measured at 740 nm. The standards included BHA (3-tert-butyl-4-hydroxyanisole) and Vitamin C, while the blank was pure water. The calculated results were based on the gallic acid (Sigma Chemicals Co., St Louis, MO, USA) calibration curve (10–100 mg/L), expressed as gallic acid (GA)/g DW.
Flavonoid content (TFC)
The mixture used for determining TFC was prepared according to the procedure reported by Woisky and Salatino (1998) with some modifications (Matejic et al. 2016). The absorbance was measured at 415 nm on spectrophotometer. The quercetin hydrate (TCI Europe NV, Boerenveldsweg, Belgium) calibration curve was used for calculating the results (10–100 mg/L), expressed as quercetin equivalents (Qu)/g DW.
DPPH scavenging activity
The antioxidant activity of all the extracts and the two chosen standard compounds (Vitamin C and BHA) was evaluated according to so-called DPPH-test. The decreasing intensity of the purple of DPPH (Sigma Chemicals Co., St Louis, MO, USA) was measured at 517 nm (A1) after 30 min (Blois 1958). The tested concentrations of the extract were: 0.50, 1, 2, 3, 4, 5, 6, 7, 8 mg/mL, where MeOH was used as blank (A0). Scavenging activity (%) was calculated applying the following equation:
The IC50 value was defined as the sample concentration causing 50% decrease of the initial DPPH-concentration, i.e. calculated Scavenging activity-50%.
ABTS radical scavenging activity
Experimental design was modelled after Miller and Rice-Evans (1997) as modified by Matejic et al. (2016). ABTS (TCI Europe NV, Boerenveldsweg, Belgium) solution was prepared by dissolving 19.2 mg ABTS in 5 mL potassium persulfate (2.46 mM), where the water was used as a blank. The measured absorbance was 734 nm and the results were calculated taking Vitamin C for the calibration curve (0.1–2 mg/L), expressed as Vitamin C (Vit C)/g DW.
Antimicrobial activity
Test microorganisms
Four Gram-positive and four Gram-negative bacterial strains were used to test the antibacterial activity of Eryngium EOs and its extracts: Staphylococcus aureus (ATCC 6538), S. epidermidis (ATCC 12228), Streptococcus pyogenes (ATCC 19615), Enterococcus faecalis (ATCC 19433); Escherichia coli (ATCC 8739), Pseudomonas aeruginosa (ATCC 9027), Proteus mirabilis (ATCC 12453), Klebsiella pneumoniae (ATCC 10031). A human pathogenic yeast Candida albicans (ATCC 10231) was used to test antifungal activity. The bacterial strains were cultivated on Nutrient Agar (NA) at 37 °C, while the yeast was developed on Sabouraud Dextrose Agar (SDA) at 30 °C at The Microbiology Laboratory (Department of Biology, Faculty of Science and Mathematics, University of Niš).
Antimicrobial activity (microdilution method)
Antimicrobial activity was evaluated using the broth microdilution method according to the National Committee for Clinical Laboratory Standards (NCCLS 2003) with slight modifications (Sourmaghi et al. 2015). Overnight cultures (18 h) were used to make cell suspensions standardized to 0.50 McFarland turbidity, as measured on the McFarland Densitometer (DEN-1, Biosan). The 24 h inoculation period was followed by incubation at 37 °C. Streptomycin and nystatin were used as the positive controls, while wells without inoculum and test substance represented the negative control, including test sterility of the medium. Visual reading of the bacterial growth was performed after adding triphenyltetrazolium chloride (TTC, 0.50%) aqueous solution. The lowest concentration of the test compound that inhibited growth was represented by a red-colored medium in the wells and considered the minimal inhibitory concentration (MIC). All experiments were performed in triplicate.
Molecular docking
Ligands data set
The compounds selected for docking studies had the highest percentage of EOs from the roots and herbal parts (spathulenol, germacrene D, nonanoic acid, octanoic acid and 2,3,4-trimethylbenzaldehyde). 3D structures of the studied analysis compounds in their neutral forms were constructed using Marvin 6.1.0, 2013, ChemAxon (http://www.chemaxon.com).
Docking studies
It is known that translation of genetic information into proteins is controlled by aminoacyl-tRNA synthetase enzymes. As tyrosyl-tRNA synthetase is fundamental in the biosynthesis of bacterial proteins, this enzyme invites a therapeutic target which is recommending as novel antibacterial agents (Lapointe 2013). Li et al. (2011) indicated that the most convincing explanation of the mechanism of action in the selected compounds can be achieved by molecular docking. The crystal structure of tyrosyl-tRNA synthetase was purchased from the Brookhaven Protein Data Bank http://www.rcsb.org/pdb (PDB entry: 1JIJ). All hydrogen bonds and hydrophobic interactions between the studied molecules and the amino acids from the enzyme’s active site were identified by applying Molegro Virtual Docker (MVD v. 2013.6.0.1.). MVD software was used to calculate relevant binding energies and docking score functions (Thomsen and Christensen 2006), whereas the binding site was determined with a grid resolution of 0.30 Å. The number of runs was set to 100 in MolDock SE search algorithm. The docking procedure parameters were: population size − 50, the highest number of iterations − 1500, energy threshold − 100.00 and the maximum number of steps − 300. The largest number of docking runs was set to 10 and the estimation of ligand–receptor interactions was described by MVD-related scoring functions: E-Inter, Hbond, LE1, LE3, VdW, Steric, MolDock Score and Rerank Score. MolDock The optimizer algorithm was used for docking the ligand into the defined grid, while detailed energy estimates were used for monitoring its interactions. Each run included maximum population of 100, the highest iterations of 10,000 and five best positions.
Statistical analysis
All the values were measured three times and then presented as the average of these values ± standard deviation. OriginPro 8.0 software was used for analyzing the results which were also analyzed using one-way analysis of variance (ANOVA) followed by Tukey’s HSD test (P ≤ 0.05) carried out using the Minitab®17 software.
Results and discussion
Qualitative and quantitative analyses of the EOs (GC-FID and GC–MS)
A Clevenger-type apparatus was used for the isolation of EOs, with the following yields for aerial parts and roots: E. campestre (0.01%, 0.09%), E. amethystinum (0.06%, 0.08%), E. palmatum (0.05%, 0.08%), respectively.
The results of the chemical analysis of EOs in the three Eryngium species are presented in Table 1. Spathulenol was the main compound in E. campestre and E. palmatum oils obtained from the aerial parts, whereas germacrene D was a dominant constituent in the oil obtained from the aerial parts of E. amethystinum. The main compounds of the root oils were nonanoic acid, 2,3,4-trimethylbenzaldehyde and octanoic acid for E. campestre, E. amethystinum and E. palmatum, respectively. In a previous study, Çelik et al. (2011) analyzed the composition of the EOs from the aerial parts of three Eryngium species from Turkey. Among the 13 compounds identified in E. campestre oil, α-pinene (5.01%) had the highest values. Flamini et al. (2008) identified α-pinene, 2,3,6-trimethylbenzaldehyde and germacrene D as the main compounds of EOs obtained from the leaves, inflorescences and fruit of E. amethystinum from Italy. Furthermore, the EO from the aerial parts of E. palmatum from Serbia predominately contained sesquicineole (21.30%), caryophyllene oxide (16.00%), spathulenol (6.60%) and sabinene (4.40%) (Capetanos et al. 2007).
Comparison with the previous studies referenced in literature indicated similar EO compositions to the samples analyzed in our study, differing only in percentages of the main compounds. α-pinene was not recorded in our oil samples, which is completely different from the previously reported data. Numerous studies emphasized the influence of biotic and abiotic factors as potential causes of variation in the chemical composition of EOs (Sivropoulou et al. 1997).
TPC and TFC
The aerial parts of E. campestre, E. amethystinum and E. palmatum were treated with different solvents, and the yields of the obtained extracts are presented in the following order: MeOH > H2O > EtOAc ≥ Acet. Solvent polarity is a major factor that leads to the variation in extract yields (Ouerghemmi et al. 2016).
The amounts of TPC and TFC are in a positive correlation with the extracts’ ability for free radical scavenging. The results are presented in Table 2.
TPC was determined by the Folin–Ciocalteu method. The amount of phenolic compounds varied from 47.3 to 146.8 mg GA/g DW and the highest content of phenols was detected in the EtOAc extracts of E. campestre (111.9 mg GA/g DW) and E. palmatum (146.8 mg GA/g DW), except for E. amethystinum where the highest content of these compounds was detected in the H2O extract (74.5 mg GA/g DW). The standard antioxidant values were 63.0 mg GA/g (BHA) and 40.9 mg GA/g (Vitamin C). The recent study by Marčetić et al. (2014) pointed that the TPC was higher in the MeOH extract of E. palmatum aerial parts (29.0 mg GA/g DW) than in the equivalent extracts of the roots (13.9 mg GA/g DW).
TFC was evaluated using aluminum nitrate nonahydrate, whereas the amount of flavonoid compounds ranged from 14.1 to 222.5 mg Qu/g DW. TFC from the extracts isolated in the aerial parts is presented in the following order for all three Eryngium species: EtOAc > Acet > MeOH > H2O.
The highest amounts of TPC and TFC were observed in EtOAc extracts. This extract concentration (5 mg/mL) was 2.5 times higher than the concentrations of other extracts (2 mg/mL), so this solvent had the lowest amount of phenolics.
Antioxidant capacity by DPPH and ABTS assays
Free radical scavenging capacities of the tested extracts were measured by DPPH assay. This method was chosen since radical scavenging is the main mechanism of antioxidant activity in food. The highest activity with IC50 of 1.7 mg/mL was recorded in the H2O extract of E. amethystinum and the lowest in the EtOAc extract obtained from E. palmatum with IC50 of 10.0 mg/mL (Table 2). IC50 value of the synthetic antioxidants BHA and Vitamin C was 0.1 mg/mL, which was determined in parallel experiments.
The results of the ABTS assay are presented in Table 2. The amounts ranged from 0.9 to 3.6 mg VitC/g DW. The highest activity was recorded in the H2O extract and the lowest in the EtOAc extract from E. amethystinum, whereas the standard antioxidant BHA value was 2.7 mg VitC/g DW.
Generally, the highest antioxidant activities in both assays (DPPH and ABTS) were recorded for the H2O and MeOH extracts obtained from all three Eryngium species, which is in accordance with the previous results.
The evaluation of the radical scavenging and antioxidant activity of E. campestre ethanol: H2O extract (7:3, V/V) from Kosovo expressed a higher radical-scavenging activity against DPPH-radical in the ethanol extract of the root (IC50 = 0.7 mg/mL) than in the aerial parts of the plant (IC50 = 1.1 mg/mL) (Nebija et al. 2009). The result of the DPPH assay for E. palmatum MeOH extracts obtained from the aerial parts was 0.6 and 0.7 mg/mL for the roots (Marčetić et al. 2014).
Antimicrobial activity
This paper includes the results of a study of the antimicrobial potential of EOs isolated from the plant material (roots and/or aerial parts), as well as the MeOH, EtOAc, Acet and H2O extracts, of three Eryngium species. The results are presented in Table 3.
The tested EOs from all three Eryngium species proved significantly efficient, with pronounced inhibitory action against two Gram-negative strains (K. pneumoniae and P. mirabilis) and one Gram-positive bacteria strain (S. aureus) in all tested concentrations. All tested EOs isolated from Eryngium were inactive against S. pyogenes. Among the oils of the three species, those isolated from E. palmatum had the highest inhibitory effect. In addition, the oils isolated from the aerial parts exhibited a higher activity than those obtained from the underground (root) parts, where the main compounds from the aerial parts were spathulenol and germacrene D. Individual components of the EOs such as spathulenol demonstrated a potent antibacterial activity as presented in previous studies (Bougatsos et al. 2004, Pichette et al. 2006). It was proven that germacrene D also had high antibacterial and antifungal activities (Sahin et al. 2004).
Eryngium campestre extracts have shown activity in the range 0.004–20.00 mg/mL, where the highest activity was expressed by the Acet extract. The highest activities of all four extracts were against the yeast Candida albicans. Although two Gram-positive strains, S. pyogenes and E. faecalis, demonstrated a higher resistance to the action of the extracts, other MIC values did not have significant differences related to the cell wall structure. E. palmatum extracts were efficient in the same range of concentrations as E. campestre extracts (0.004–20.00 mg/mL). However, the activity of these extracts was higher than that of E. campestre extracts, since they mostly inhibited the growth of the same strains even in concentrations only half as high. The EtOAc extract had the strongest antimicrobial effect, followed by the Acet extract. Among the tested strains the most sensitive ones were E. coli and P. mirabilis and the highest tolerance to the action of these extracts was found in K. pneumoniae, P. aeruginosa and the yeast C. albicans. The H2O extract expressed the highest resistance in the tested concentrations. Contrary to the previous results, the extracts of E. palmatum demonstrated the lowest activity toward the tested fungal organism. The extracts of E. amethystinum expressed an activity in the range between 0.31–20.00 mg/mL, while the extract obtained from EtOAc had the highest antimicrobial effect. Again, S. pyogenes was reported as the most resistant species, which was not inhibited even by the most potent, EtOAc extract. The H2O extract demonstrated a relatively weak activity, acting as an inhibitory agent only at the highest tested concentrations. MeOH and Acet extracts expressed similar activities, with the Acet extract’s being slightly higher. The strains most sensitive to the extracts of E. amethystinem was K. pneumonia. The results of the extract activity indicated a high potential in all three species, while the EtOAc and Acet extracts demonstrated the highest effect. This may be explained by the content of flavonoids and phenolic compounds in general, the second highest for both phenolic compound types, right after the EtOAc extracts of the same species.
Previous studies on the antimicrobial activity of the Eryngium species observed in this paper were relatively scarce and provided data only for E. palmatum and E. campestre. To the best of our knowledge, these results represent the first study of the antimicrobial activity of E. amethystinum. Usta et al. (2014) studied the antimicrobial and antitumor activity of the MeOH, ethanol and H2O extracts of E. campestre, where it was determined that the ethanol extract had the highest activity, followed by the MeOH extract, whereas the H2O extracts were the least effective, which matches our results. Also, the species most sensitive to the activity of the MeOH and ethanol extracts was E. coli which also demonstrated a high sensitivity to all E. campestre extracts in our study. Conea et al. (2016) reported the antimicrobial efficacy results of E. campestre ethanol extracts isolated from the aerial parts, whereas confirmed a moderate effect on Staphyloccocus aureus and S. epidermidis, as well as a high bacteriostatic effect on Pseudomonas aeruginosa. The only previous study concerning an antimicrobial activity of E. palmatum, performed by Marčetić et al. (2014), involved testing the MeOH and chloroform extracts of this species against eight bacterial strains and one yeast species. The extracts inhibited the growth of both Gram-positive and Gram-negative bacteria, with MICs in the 0.0035–0.0156 mg/mL range. The highest activity have shown by MeOH extracts (against Micrococcus luteus at 0.0035 mg/mL), which, according to the authors of the study, was a consequence of its high and specific flavonoid content comprised of kaempferol, apigenin and its glycosides. The MeOH root extract, expressing the activity at 0.0078–0.0156 mg/mL, contained catechin which has already been confirmed as an antimicrobial compound. Although catechins are known for higher activity against Gram-positive strains (Cushnie and Lamb 2005), in the study by Marčetić et al. the MeOH extract obtained from the roots initiated the same level of inhibition in both bacterial groups. This activity is caused by the synergistic activity of the phenolic compounds. On the other hand, extracts obtained from the same plant, using a non-polar solvent (chloroform), also expressed a very high activity, which is related to the presence of linoleic and palmitic acids (in the aerial parts of the plants) and saturated alcohols (in the corresponding root extract).
It is highly important to note that the EOs and extracts have shown different modes of activity, whereas the oil failed to express selective action toward the yeast strain, which is contrary to the action demonstrated by all four extracts.
Molecular docking
It was necessary to determine the binding energy between the tested compounds and the active site of S. aureus tyrosyl-tRNA synthetase. The results obtained from the applied docking score functions and identified hydrogen bonds between ligands and the active site of the enzyme are presented in Table 4. The best calculated poses for all the studied compounds inside the active site of the enzyme are presented in Fig. 1. The two-dimensional representation of the interactions between the studied compounds and amino acids inside the binding pocket of the enzyme is presented in Fig. 2.
Five dominant components were analyzed: spathulenol (oxygenated sesquiterpene) and germacrene D (sesquiterpene hydrocarbon) as the main compounds in the aerial parts, as well as nonanoic acid, octanoic acid (fatty acids) and 2,3,4-trimethylbenzaldehyde (aldehyde) as the main compounds in the roots. The results indicate that the highest intra-binding energy with the enzyme was that of spathulenol, while the lowest was that of 2,3,4-trimethylbenzaldehyde. The binding energies were determined by Van der Waals interactions and steric energy. Using the both parameters, it was determined that spathulenol had the highest value, while octanoic acid had the lowest.
The activity of the oils isolated from the aerial parts was higher than that of the oils isolated from the underground (root) parts. These results were confirmed by molecular docking, indicating that octanoic acid had the lowest steric arrangement inside the binding pocket of the enzyme and that the best “fit” inside the binding pocket was obtained for spathulenol. According to the both ligand efficiency parameters (LE1 and LE2) the lowest results were obtained for octanoic acid, while the results from LE1 and LE2 identified spathulenol and germacrene D, respectively, as the ligands with the highest efficiency. It is possible to determine the binding affinity of a ligand for the active site of the enzyme by using the score values obtained by applying the scoring functions from the molecular docking method. Both MolDock and Rerank score values indicated that the highest binding affinity to the active site of tyrosyl-tRNA synthetase was that of spathulenol, while the lowest binding affinity was determined for 2,3,4-trimethylbenzaldehyde. The ligand effect on the studied activity is strongly influenced by the number, bond length and bond energy of the hydrogen bonds formed between the ligand and the enzyme. Hbond value is determined as the total energy of hydrogen bonds between the ligand and the amino acids in the active site of the enzyme. Hbond values for the tyrosyl-tRNA synthetase demonstrate that the interaction was the strongest for spathulenol which formed one hydrogen bond with Tyr36 (2.81 Å). Among the oils studied in this work, the ones isolated from E. palmatum had the highest inhibitory effect on microbial strains, with spathulenol as the main compound (38.61%). The great antimicrobial effect of this oil was also recorded by molecular docking.
Conclusion
Eryngium species analyzed in this paper have demonstrated significant antioxidant and antimicrobial activity. The high antioxidant activity is the result of high concentrations of flavonoids and other phenolic compounds in the extracts. As spathulenol is the main compound, it may be regarded as an important molecule for good antimicrobial activity against S. aureus, as demonstrated through molecular docking simulation for tyrosyl-tRNA synthetase enzyme. The results of this study indicate that Eryngium species may produce powerful bioactive compounds with therapeutic potential, while they also retain a high potential in being used as natural food or cosmetic preservatives.
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The authors are grateful to the Ministry of Education, Science and Technological Development of the Republic of Serbia for financial support (Grant No. 173029).
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The author Mihailo S. Ristić is deceased.
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Matejić, J.S., Stojanović-Radić, Z.Z., Ristić, M.S. et al. Chemical characterization, in vitro biological activity of essential oils and extracts of three Eryngium L. species and molecular docking of selected major compounds. J Food Sci Technol 55, 2910–2925 (2018). https://doi.org/10.1007/s13197-018-3209-8
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DOI: https://doi.org/10.1007/s13197-018-3209-8