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Article

Chemical Composition of Ducrosia flabellifolia L. Methanolic Extract and Volatile Oil: ADME Properties, In Vitro and In Silico Screening of Antimicrobial, Antioxidant and Anticancer Activities

1
Department of Biology, College of Science, University of Hail, P.O. Box 2440, Hail 2440, Saudi Arabia
2
Laboratory of Genetics, Biodiversity and Valorization of Bio-Resources (LR11ES41), Higher Institute of Biotechnology of Monastir, University of Monastir, Avenue Tahar Haddad, BP74, Monastir 5000, Tunisia
3
Department of Chemistry, College of Science, University of Hail, P.O. Box 2440, Hail 2440, Saudi Arabia
4
Laboratory of Water, Membranes and Environmental Biotechnologies, Center of Research and Water Technologies, P. B 273, Soliman 8020, Tunisia
5
Section of Histology Cytology, Medicine Faculty of Tunis, University of Tunis El Manar, La Rabta 1007, Road Djebal Lakhdhar, Tunis 1007, Tunisia
6
Molecular Diagnostics and Personalized Therapeutics Unit, University of Hail, P.O. Box 2440, Hail 2440, Saudi Arabia
7
Department of Biotechnology, Parul Institute of Applied Sciences, Centre of Research for Development, Parul University, Vadodara 391760, India
8
Laboratoire des Substances Naturelles, Institut National de Recherche et d’Analyse Physico-Chimique, Biotechpôle de Sidi Thabet 2020, Tunisia
9
Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 132, Fisciano, 84084 Salerno, Italy
10
Faculty of Science and Arts in Baljurashi, Albaha University, P.O. Box 1988, Albaha 65527, Saudi Arabia
11
Faculty of Science of Sfax, Department of Chemistry, University of Sfax, B.P. 1171, Sfax 3000, Tunisia
*
Authors to whom correspondence should be addressed.
Metabolites 2023, 13(1), 64; https://doi.org/10.3390/metabo13010064
Submission received: 29 November 2022 / Revised: 24 December 2022 / Accepted: 27 December 2022 / Published: 31 December 2022

Abstract

:
In the present study, the chemical composition of the volatile oil and methanolic extract from Ducrosia flabellifolia Boiss. was investigated. The antimicrobial, antioxidant, and anticancer activities of the methanolic extract from D. flabellifolia aerial parts were screened using experimental and computational approaches. Results have reported the identification of decanal (28.31%) and dodecanal (16.93%) as major compounds in the essential oil obtained through hydrodistillation. Farnesyl pyrophosphate, Methyl 7-desoxypurpurogallin-7-carboxylate trimethyl ether, Dihydro-Obliquin, Gummiferol, 2-Phenylaminoadenosine, and 2,4,6,8,10-dodecapentaenal, on the other hand, were the dominant compounds in the methanolic extract. Moreover, the tested extract was active against a large collection of bacteria and yeast strains with diameter of growth inhibition ranging from 6.67 ± 0.57 mm to 17.00 ± 1.73 mm, with bacteriostatic and fungicidal activities against almost all tested microorganisms. In addition, D. flabellifolia methanolic extract was dominated by phenolic compounds (33.85 ± 1.63 mg of gallic acid equivalent per gram of extract) and was able to trap DPPH• and ABTS•+ radicals with IC50 about 0.05 ± 0 mg/mL and 0.105 ± 0 mg/mL, respectively. The highest percentages of anticancer activity were recorded at 500 µg/mL for all cancer cell lines with IC50 about 240. 56 µg/mL (A-549), 202.94 µg/mL (HCT-116), and 154.44 µg/mL (MCF-7). The in-silico approach showed that D. flabellifolia identified compounds bound 1HD2, 2XCT, 2QZW, and 3LN1 with high affinities, which together with molecular interactions and the bond network satisfactorily explain the experimental results using antimicrobial, antioxidant, and anticancer assays. The obtained results highlighted the ethnopharmacological properties of the rare desertic D. flabellifolia plant species growing wild in Hail region (Saudi Arabia).

Graphical Abstract

1. Introduction

The Ducrosia flabellifolia Boiss. (D. flabellifolia) plant species belongs to Apiaceae family and is popularly known in Saudi Arabia as Haza [1]. The aerial parts of this species are smoked in form of cigarettes and have been used in traditional medicine by the local people as a sedative agent, and for the treatment of dental pain [2]. Volatile oil of D. flabellifolia has been reported for its potent antimicrobial potential towards C. albicans and S. aureus and moderate activity against E. coli and P. aeruginosa. The essential oil of D. flabellifolia has been documented for its moderate-to-weak anti-proliferative activity against three human cancer cell lines, MCF-7, K562 and LS180 [3]. In addition, the D. flabellifolia ethanol extract has been reported for its apoptotic effect toward breast cancer [4]. More recently, it has been demonstrated that D. flabellifolia hydroalcoholic extract collected from Hail region (Saudi Arabia) is a rich source of chlorogenic acid, ferulic acid, caffeic acid, and sinapic acid with good antimicrobial and antioxidant activities [5].
Cancer as a non-communicable disease was classified as the most common cause of death after cardiovascular diseases [6]. According to the data from the international agency for research on cancer (IARC), in Saudi Arabia, the incidence of different types of cancers has increased over the past decade and the number of new cancer cases was estimated to be 27,885, including 13,069 deaths with colorectum, breast, thyroid, non-Hodgkin and lymphoma remaining the most common type of cancers [6]. The drastic spread of cancer disease with high mortality rate is due to its ability to metastasize and its migrating effect among multiple organs [7]. Despite the current treatments, it is still considered the second most devastating cause of death worldwide [8,9]. On the other hand, the emergence of multidrug resistance (MDR) causing infections has promoted the development of novel antibacterial agents [10,11]. Infections and cancerous diseases are enhanced and aggravated by oxidative stress, which is a key factor due to its dramatic and fulgurant impact on the generation of free radicals which overcome suffering and stimulate various diseases [12]. Moreover, the increase in the number of infections caused by pathogenic microorganisms in cancer patients has encouraged scientists to search for novel therapeutic agents [13]. Conventional cancer chemotherapeutic drugs are based on the administration of drugs with the power to hinder the proliferation of tumor cells by inducing their apoptosis. They are mostly non-selective to cancer cells with detrimental side effects that cause serious health diseases, and multidrug-resistant microorganisms that contribute to the development of drug resistance in cancer cells [14,15].
For the above-mentioned reasons, and due to a lack of new anti-cancer and anti-infective agents with high therapeutic efficacy, no drug resistance and low side effects, the exploration of a bioassay-guided approach for the discovery of anti-cancer and antimicrobial natural products has been intensified and become a focus of interest for scientists and pharmaceutical research. Herbal treatment is the greatest gift that humans can use to improve their health [16,17,18]. Moreover, aromatic and medicinal herbs still remain the ultimate choice and a source of promising molecules in all areas of health, both in the treatment and prevention of certain pathologies [19].
Based on traditional claims regarding the use of D. flabellifolia, the purpose of the present study was to assess for the first time the phytochemical composition, the in vitro antioxidant, and antimicrobial activities of D. flabellifolia methanolic extract and its anti-proliferative effectiveness against colon, lung, and breast cancer cell lines, supported with the ADME and molecular docking studies of their major constituents. The latter focused on targeting 1HD2, 2XCT, 2QZW, AND 3LN1 macromolecules, which correspond to Human peroxiredoxin 5, S. aureus Gyrase complex, Secreted aspartic proteinase (Sap) 1 from C. albicans, and cyclooxygenase-2 (COX-2) to assess the antioxidant, antibacterial and anticancer/anti-inflammatory potentials, respectively.

2. Results

2.1. Chemical Composition of D. flabellifolia EO

The yield of extraction of the essential oil was about 0.24 ± 0 mL/100 g of plant material. In addition, out of 98.46% of bioactive compounds identified with GC-MS technique, miscellaneous compounds are the dominant group (64.10%), followed by monoterpene hydrocarbons (16.60%), oxygenated monoterpenes (10.89%), and oxygenated monoterpenes (6.87%). The main most volatile constituents were decanal (28.31%) and dodecanal (16.93%), and 1-heptadecne (8.30%) were the dominant compounds followed by β-eudesmol (6.87%), α-pinene (5.83%), β-phellandrene (5.76%), and 1-decanol (4.34%) (Table 1).

2.2. Chemical Composition of D. flabellifolia Methanolic Extract

The obtained methanolic extract was oily with a black color. The yield of extraction was about 20.06 ± 0.19 g of dry extract/100 g of plant material. Seventeen tripeptides with molecular weights ranging from (288.1552) to (432.2024) g/mol were tentatively identified through comparison of spectrum data of the extract with that of known compounds. Details of identified peptides are given in Table S1.
It is important to note that all compounds were first reported in this study for D. flabellifolia aerial parts methanolic extract analyzed with HR-LC/MS. The complete list of identified chemical bioactive compounds is summarized in Table 2.

2.3. Antimicrobial Activities of D. flabellifolia Methanolic Extract

The antimicrobial activities of D. flabellifolia methanolic extract was assessed using disc diffusion and microdilution assays. Results summarized in Table 3 showed high diameter of growth inhibition zones (mGIZ ± SD) ranging from 10.33 ± 0.57 mm (P. aeruginosa; Environmental strain, pf8) to 14.67 ± 0.57 mm (S. aureus MDR, Clinical strain, 136). The highest mGIZ was recorded for C. neoformans (17.00 ± 1.73 mm) and C. albicans ATCC 10231 (16.33 ± 0.57 mm). However, C. vaginalis (6.00 ± 0 mm), Candida sp. (6.67 ± 0.57 mm), A. fumigatus ATCC 204305 (8.33 ± 1.15 mm), and A. niger (8.67 ± 0.57 mm) were the most resistant microorganisms. Using the MBC/MIC ratio, the tested extract showed bacteriostatic action against almost all tested bacterial strains (MBC/MIC ratio > 4) with the exception against S. aureus MDR (Clinical strain, 136), S. paucimobilis (Clinical strain, 144), and A. baumannii (Clinical strain, 146) with MBC/MIC ration lower than 4 highlighting a bactericidal action against these bacteria. Interestingly, D. flabellifolia methanolic extract exhibited fungicidal activity against the four yeast strains tested (MFC/MIC < 4).

2.4. Antioxidant Activities of D. flabellifolia Methanolic Extract

Total phenolic content (TPC), total flavonoids content (TFC), and total tannins content (TTC) were estimated, and the obtained results revealed a dominance of phenolic compounds (TPC = 38.85 ± 1.63 mg of gallic acid equivalent per gram of extract) followed by flavonoids (TFC = 17.06 ± 0.48 mg of quercetin equivalent per gram of dry extract), and condensed tannins (TTC = 7.80 ± 0.69 mg of tannic acid equivalent per gram of dry extract). In addition, D. methanolic extract was able to trap DPPH and ABTS•+ radicals with IC50 about 0.05 ± 0 mg/mL and 0.105 ± 0 mg/mL, respectively (Table 4).
Using the Duncan test, a significant difference (p < 0.005) was found between D. flabellifolia methanolic extract and the standards molecules used (BHT and AA) in all three antioxidants systems used. Using β-carotene/linoleic assay, our results indicated that high concentration from D. flabellifolia methanolic extract was needed for bleaching 50% of (IC50 = 5.00 ± 0.78 mg/mL) as compared to BHT (IC50 = 0.042 ± 0 mg/mL) and AA (IC50 = 0.017 ± 0 mg/mL).

2.5. Anticancer Activities of D. flabellifolia Methanolic Extract

The anticancer activity of D. flabellifolia methanolic extract was tested against breast (MCF-7), lung (A549), and colon (HCT-116) cancer cell lines using the MTT assay (Figure 1). Results showed an increase in cell viability inhibition in a concentration dependent manner. The highest percentages were recorded at 500 µg/mL for all cancer cell lines with IC50 about 240.56 µg/mL (A-549), 202.94 µg/mL (HCT-116), and 154.44 µg/mL (MCF-7).

2.6. ADME Predictions

In drug development, it is imperative to study and investigate its safety and efficacy to know how a successful drug processes and reacts with the human body. For this, the major compounds were predicted for their absorption, distribution, metabolism, and excretion (ADME) properties tool to verify that the designed molecules are viable drugs. The selected phytocompounds showed good bioavailability score, high gastrointestinal absorption (GI) and some of them were predicted to be blood-brain-barrier (BBB) permeant. Except compound 9 (Ergoline-1,8-dimethanol, 10-methoxy-6-methyl-, (8b)-), the rest have been predicted to be not P-gp substrate, meaning that they are likely to have promising intestinal absorption and bioavailability. Simultaneously, predictive data showed that most of the selected compounds are not inhibitors of cytochrome P450 isoenzymes CYP 1A2, CYP2C19, CYP2C9, CYP2D6 and CYP3A4, meaning that they will not hamper the biotransformation of drugs metabolized by CYP450 enzymes. From the skin permeation (LogKP), we deduced acceptable values. All examined compounds were predicted to comply with Lipinski’s rule-of-five, suggesting their good drug-likeness behavior. They also do not violate Ghose, Veber, Egan or Muegge (with some irregularities) filters.
The bioavailability radar of the selected analogues showed that the colored zone is the desired physicochemical space for good oral bioavailability in which the following properties were taken into account: flexibility, lipophilicity, saturation, size, polarity and solubility (Table 5). As shown in Figure 2, most of them fall entirely within the pink area, suggesting that they are suitable for better bioavailability.

2.7. Molecular Docking Study

Table 6 and Table S2 showed that D. flabellifolia compounds bound the four targeted receptors with negative free binding energy but with different scores, except for Khayanthone for 1HD2 macromolecule. While the best binding score was predicted in the 3LN1-Harderoporphyrin complex, it ranged between –3.7 and –9.9 kcal/mol for the other complexes. Harderoporphyrin, which possessed the best binding score with 3LN1, was also predicted to interact with 1HD2, 2XCT and 2QZW receptors with acceptable binding scores of –6.4, –8.2 and –8.2 kcal/mol and included several different key residues. It was also deeply embedded into these targeted receptors and showed 2.047, 2.186, 1.804 and 1.898 Å only, respectively, for 1HD2, 2XCT, 2QZW, and 3LN1.
D. flabellifolia compounds were also found to be deeply embedded in all the studied receptors (1HD2, 2XCT, 2QZW, AND 3LN1). In this context, 1.476 Å only was reported in the compound (Khayanthone) while docked to the 1HD2 receptor. The bond network included H-bonds, which are commonly evaluated to assess the biological activities of the assessed compounds, associated several hydrophobic bonds: Pi-anion, Pi-cation, Pi-alkyl, and Pi-Pi T-shaped, as shown by the corresponding diagram of interactions (Figure 3).

3. Discussion

The yield of volatile oil was about 0.24 ± 0 mL/100 g of plant material, while the yield of methanolic extract was about 20.06 ± 0.19 g of dry extract/100 g of plant material. In this study, we report the identification of twenty-two bioactive compounds in the essential oil of D. flabellifolia aerial parts obtained by hydrodistillation. In fact, D. flabellifolia was dominated by decanal, dodecanal, 1-heptadecene, and α-pinene. Linear furanocoumarins have been previously identified as the major non-volatile components of the Ducrosia genus [20], whilst the main most volatile constituents were aliphatic hydrocarbons, with decanal (10.1–74.0%) and dodecanal (7.2–33.41%) as the major constituents [1]. Our results are in accordance with those reported by Al-Ghamdi et al. [21], who described the identification of 52 compounds in stems, leaves, and flowers of D. flabellifolia collected from northern border (Saudi Arabia). The same authors reported that the obtained essential oil was dominated by aldehyde hydrocarbons (stems 65.11%, leaves 65.39%, and flowers 67.30%), and decanal and dodecanal were the main identified compounds in the three tested organs. Similarly, Shahabipour and colleagues [3] reported that n-decanal (32.80%), dodecanal (32.6%), n-decanol (4.30%) and (2E)-tridecen-1-al (3.30%) were the dominant compounds identified in D. flabellifolia essential oil from Iran. The essential oils (fresh leaves and flowers) from Jordanian D. flabellifolia plant species obtained through hydrodistillation and solid phase microextraction (SPME) was a rich source of aliphatic compounds where n-decanal was the predominant compound obtained in D. flabellifolia fresh leaves (Hydrodistillation: 36.61%; SPME: 24.44%), while n-decanol was the dominant bioactive compound in the essential oils of dry leaves (27.88%) and fresh flowers’ (11.49%) essential oils extracted by SPME technique [2].
In addition, as regards D. flabellifolia methanolic extract, we reported in this study the tentative identification of seventeen small peptides (tripeptides) and twenty-two phytochemical compounds (mainly farnesyl pyrophosphate, Methyl 7-desoxypurpurogallin-7-carboxylate trimethyl ether, Dihydro-Obliquin, Gummiferol, 2-Phenylaminoadenosine, and 2,4,6,8,10-dodecapentaenal) using HR-LCMS techniques. In fact, our team reported the identification of twenty-three bioactive compounds in D. flabellifolia hydroalcoholic extract dominated by (mg/Kg of crude extract ) chlorogenic acid (5980.96 ± 73.12), ferrulic acid (180.58 ± 2.77), caffeic acid (70.90 ± 1.75), sinapic acid (61.74 ± 2.79), 2-5 dihydrobenzoic acid (59.74 ± 0.945), p-coumaric acid (55.11 ± 0.765), and 2-Hydroxycinnamic acid (31.28 ± 0.015) analyzed using liquid chromatography-electrospray tandem mass spectrometry [5]. Previous works reported the isolation of tetradecenol from leaves and fruit methanolic extract of D. anethifolia collected from the province Thadeq (180 km north of Riyadh) by using GC-MS technique [22]. Moreover, D. anethifolia is considered a good source of biologically active compounds especially coumarins and furanocoumarin [23].
We report also in this study that using Parveen scheme [24], D. flabellifolia methanolic extract was moderately to highly active against several Gram-positive and Gram-negative bacteria, yeast, and mold strains. In fact, on agar plates, the mean diameter of growth inhibition zone ranged from 10.33 ± 0.57 mm for P. aeruginosa to 14.67 ± 0.57 mm for S. aureus MDR strains. In addition, C. albicans ATCC 10231 and C. neoformans ATCC 14116 were the most sensitive yeast strains with mGIZ about 16.33 ± 0.57 mm and 17.00 ± 1.73 mm, respectively. Moreover, using the scheme proposed by Gatsing et al. [23] and Moroh et al. [25], D. flabellifolia methanolic extract exhibited bacteriostatic activity against almost all tested bacteria with the exception of S. aureus, S. paucimobilis, and A. baumannii (MBC/MIC = 4). Interestingly, D. flabellifolia exhibited fungicidal character against the four tested yeast strains (MFC/MIC ≤ 4). More recently, we reported that hydroalcoholic extract from D. flabellifolia collected from the Hail region (Saudi Arabia) was active against ESKAPE pathogens in a concentration dependent manner [5]. In addition, high concentrations (from 100 to 200 mg/mL) of D. flabellifolia methanol–water extract were needed to kill C. utilis ATCC 9255, C. tropicalis ATCC 1362, C. guillermondii ATCC 6260, and C. albicans ATCC 20402 [5].
Previous reports have demonstrated that extracts from Ducrosia plant species possessed good-to-moderate susceptibility against S. epidermidis ATCC 49461, B. cereus ATCC 10876, S. aureus clinical isolate and S. aureus ATCC 25923 [26]. Similarly, Alsaggaf [27] reported that D. anethifolia extract was able to inhibit the growth of both methicillin sensitive and methicillin resistant S. aureus strains with a diameter of growth inhibition zone ranging from (7.8 ± 0.4) mm for MRSA2 strain to (9.6 ± 0.6) mm, as compared to S. aureus ATCC 25923 (10.2 ± 0.5 mm). Al-Whibi and colleagues [22] studied the antimicrobial activities of D. anethifolia (leaves and fruit methanolic and acetone extracts) against S. aureus ATCC 25923, methicillin resistant S. aureus MRSA ATCC 12498, B. subtilis (ATCC 6633), E. feacalis ATCC 29122, E. coli ATCC 25966, P. aeruginosa ATCC 27853, K. pneumoniae ATCC 700603, Salmonella sp. and Serratia sp.
We also tested the antioxidant activities of D. flabellifolia methanolic extract using DPPH, ABTS, and β-carotene assays. Results obtained showed good ability to scavenge the three radicals at low IC50 values. Similar results were obtained with D. flabellifolia methanol/water extract (Table 7). In fact, low concentration from methanol/water extract was able to scavenge DPPH free radicals (IC50= 0.014 ± 0.045 mg/mL) as compared to methanolic extract (IC50 = 0.048 ± 0.004 mg/mL).
Our results also indicated that D. flabellifolia methanolic extract exhibited anticancer activities against colon, lung, and breast cancer cell lines with IC50 about 240.56 µg/mL (A-549), 202.94 µg/mL (HCT-116), and 154.44 µg/mL (MCF-7). Previous reports have demonstrated that essential oil from Ducrosia members (D. flabellifolia and D. anethifolia) exhibited cytotoxic activity against human chronic myelogenous leukemia cell lines (K562), human colon adenocarcinoma (LS180), and human breast adenocarcinoma (MCF-7) [22]. The same authors reported that D. flabellifolia essential oil was active against K562, LS180, and MCF-7 cell lines with IC50 value about 304.0 ± 87.2 µg/mL, 286.9 ± 28.0 µg/mL, and 511.2 ± 133.2 µg/mL, respectively [22]. It has been also demonstrated that D. ismaelis essential oil (Decanal 40.6%, α-pinene 15.1%, and dodecanal 13.7%) exhibited anticancer activities against three cell lines, namely MCF-7 (IC50 66.24 ± 1.26 µg/mL), LoVo (IC50 102.53 ± 1.00 µg/mL), and HepG2 (IC50 137.32 ± 2.48 µg/mL) [28].
The ADME prediction revealed that all the studied compounds possessed high GI absorption associated variable BBB permeation. Most of the selected compounds were also found to not inhibit the cytochrome P450 isoforms (1A2, 2C19, 2C9, 2D6 and 3A4), which indicates the safe use of these compounds and the absence of any disruption in drug distribution and metabolism [29,30,31]. It was noticed that bioavailability scores ranged between 0.55 and 0.85 for the major D. flabellifolia studied compounds, which indicate acceptable bioavailability associated potential physiological activity of these phytochemicals as previously reported by several studies on natural and synthesized compounds [29,32,33]. The acceptable bioavailability scores were confirmed by the polygons illustrations. In fact, most of the compounds physicochemical properties stayed in the pick areas that indicate the most suitable oral bioavailability.
The D. flabellifolia identified compounds were subjected to computational assay to assess their molecular interactions with some key receptors related to antimicrobial, antioxidant, and anticancer activities. Molecular docking results showed that all compounds bound the four targeted receptors with negative free binding energy but with different scores, except Khayanthone for 1HD2 macromolecule. The free binding energy ranged between –3.7 and –9.9 kcal/mol. It has been reported that variation in such score values is mainly linked to the 3D chemical structures of the ligands [29,30,31,32,33] The best binding score was predicted in 3LN1-Harderoporphyrin complex. The same compound (Harderoporphyrin) was also found to interact with each of 2XCT and 2QZW receptors with an interesting bound energy of –8.2 kcal/mol. The molecular interactions of D. flabellifolia compounds with the targeted receptors included up to twelve conventional H-bonds and involved several different key residues. In addition, D. flabellifolia compounds were also found to be deeply embedded in all the studied receptors. The lowest distance of 1.476 Å only was reported in the compound (Khayanthone) while docked to the 1HD2 macromolecule. Regardless of H-bonds that are commonly evaluated to assess the biological activities of the targeted compounds, a network of hydrophobic bonds was also found within the different studied complexes. This may contribute to the stability of the complexes as reported in several recent in silico studies [34,35,36]. Our results exhibit that all D. flabellifolia identified compounds established acceptable number of H-bonds. The corresponding diagram of interactions of the selected established complexes (Figure 4) showed involvement of several key residues and diversified bond network: Pi-anion, Pi-cation, Pi-alkyl, Pi-Pi T-shaped…, which support the H-bonds and contributed to the complex stability [32,33]. Interactions with key residues was found to promote biological activities including antimicrobial, antioxidant, and anticancer potential of the studied compounds. In this context, all D. flabellifolia compounds were found to be in close proximity of all the targeted receptor with distance less than 3 Å. Ligands deeply embedding were reported to enhance the biological activity [30,31].
Overall, the high antimicrobial, antioxidant, and anticancer activities of the tested D. flabellifolia methanolic extract can be attributed to its richness in bioactive compounds belonging to different chemical classes, such as alkaloids, coumarins, polyphenols, fatty acyls, and terpenoids. Docking results revealed that the high molecular interactions obtained justify that the antimicrobial, antioxidant, and anticancer potentials of the studied D. flabellifolia are thermodynamically possible and this could explain the results obtained in vitro.

4. Materials and Methods

4.1. Plant Material Sampling

In this study, D. flabellifolia Boiss. locally known as Al-Hazaa (Figure 4), was collected from Al-Mu’ayqilat, 27°16′41.9″ N, 41°22′48.0″ E in October 2019. The plant material was air-dried at room temperature for one week. The methanolic extract was obtained using maceration technique (20 g of powdered aerial parts in 200 mL of pure methanol at room temperature for 72 h with low agitation). The filtrate was recuperated through lyophilization and kept at −4 °C until use.

4.2. Phytochemical Composition

4.2.1. Composition of the Essential Oil

The gas chromatography–mass spectrometry (GC–MS) analyses were performed on a gas chromatograph HP 6890 (II) interfaced with an HP 5973 mass spectrometer (Agilent Technologies, Palo Alto, CA, USA) with electron impact ionization (70 eV). The volatile compounds were identified by comparing their retention indices relative to (C7–C20) n-alkanes with those of literature and/or with those of authentic compounds available in our laboratory, and by matching their mass spectral fragmentation patterns with corresponding data (Wiley 275.L library) and other published mass spectra [37], as well as by comparison of their retention indices with data from the Mass Spectral Library.

4.2.2. Composition of the Methanolic Extract

The identification of phytoconstituents in the methanolic extract from D. flabellifolia methanolic extract was performed using High Resolution-Liquid Chromatography Mass Spectroscopy (HR-LCMS) as previously described by Noumi et al. [38]. MS data were provided in negative and positive ionization mode.

4.3. Antimicrobial Activities of D. flabellifolia Methanolic Extract

D. flabellifolia methanolic extract was tested for its ability to inhibit the growth of twelve clinical and environmental bacterial strains (Escherichia coli ATCC 35218, Pseudomonas aeruginosa ATCC 27853, Proteus mirabilis ATCC 29245, Klebsiella pneumoniae ATCC 27736, P. mirabilis, Staphylococcus sciuri, Streptococcus pyogens, P. aeruginosa, S. aureus MDR, Enterobacter cloacae, Stenotrophomonas paucimobilis, Acinetobacter baumannii), four yeasts (Candida albicans ATCC 10231, Cryptococcus neoformans ATCC 14116, C. vaginalis, Candida sp.), and two mold strains (Aspergillus fumigatus ATCC 204305 and A. niger). Disc diffusion assay was used (20 µL/disc) using the same protocol described by Snoussi et al. [5] for the determination of the diameter of growth inhibition zone estimated on agar medium (Mueller Hinton for bacteria and Sabouraud Chloramphenicol agar for fungi). Parveen et al. [24] was used to interpret the obtained. Ampicillin and Amphotericin B were used as control.
To estimate the minimal inhibitory concentrations (MICs values expressed in mg/mL) and minimal bactericidal/fungicidal concentration (MBCs and MFCs values), the obtained extract was serially diluted in DMSO-5% supplemented with Tween 80 (From 100 mg/mL to 0.097 mg/mL) in 96-well microtiter plates containing 95 µL of the microbial suspension and 95 µL of the enrichment broth (Lauria Bertani for bacteria and Sabouraud dextrose broth for fungal strains). To interpret the character of the tested extract, we used the ratios (MBC/MIC ratio and MFC/MIC ratio) described by Gatsing et al. [23] and Moroh et al. [17].

4.4. Antioxidant Activities

The ability of Al-Haza extract against DPPH-H was determined following the same method as Mseddi al. [39], and the method of Koleva et al. [40] for β-Carotene bleaching test. The radical scavenging activity against ABTS•+ (2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid)) radical cations was measured using the same protocol described by Hamdi et al. [41].

4.5. Anticancer Activity

D. flabellifolia methanolic extract was tested against human lung (A549), breast (MCF-7), and colon (HCT-116) cancer cells at different concentrations. The percentage growth inhibition was calculated after subtracting the background and the blank, and the concentration of the test drug needed to inhibit cell growth by 50% (IC50) was calculated from the dose–response curve for the respective cell line [42].

4.6. Computational Study

4.6.1. ADME Properties

The pharmacokinetic properties, drug-likeness, and medicinal properties of the identified bioactive molecules from D. flabellifolia methanolic extract were studied using the same recommendations described by Daina and colleagues [43]. Each structure was imported, and the structure SMILES was entered at the interface of the website (http://swissadme.ch/, accessed on 2 October 2022), a free web tool to assess the pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. The SwissADME drug design study was run and the ADMET properties/parameters were generated.

4.6.2. Molecular Docking Study

Four different receptors, (PDB ID) 2XCT (S. aureus IIA topoisomerase), 2QZW (C. albicans Sap1), 1HD2 (human peroxiredoxin 5 protein) and 3LN1 (cyclooxygenase-2; COX-2), have been targeted to check the potential antimicrobial, antioxidant, and anticancer effect of the D. flabellifolia identified compounds. The crystalized structures of the selected receptors have been obtained from RCSB protein data bank. ChemDraw was used to obtain the chemical structures whenever needed, following the pre-processing of both ligands and receptors (removal of water molecules and addition of polar hydrogens and Koleman charges) using Autodock vina packages v1.2.3 [30,31]. The binding scores and calculation of embedding distances and bonding network were studied as previously described based on the CHARMM force field [32,33,34,35]. The reason behind the selection of these receptors is their involvement in antioxidant and anticancer pathways and the fact that they are commonly targeted in pharmaceutical and drug design approaches [33].

4.7. Statistical Analysis

Experiments were performed in triplicate and average values were calculated using the SPSS 25.0 statistical package for Windows. Duncan’s multiple-range tests for means with a 95% confidence interval (p ≤ 0.05) was used to calculate the differences in means.

5. Conclusions

In conclusion, our results indicated that fresh aerial parts of D. flabellifolia growing wild in the Hail region possess antimicrobial activity against several Gram-positive and Gram-negative bacteria, yeast, and molds with different degree. In fact, their phytochemical composition revealed the presence of various compounds with known biological properties in both essential oil and methanolic extract. The pharmacokinetic and ADMET properties of D. flabellifolia phytochemicals may explain the in vitro antimicrobial, antioxidant, and anticancer findings, which may result from the potential molecular interactions of these chemicals with the concerned receptors (1HD2, 2XCT, 2QZW, and 3LN1). These results support the benefits of this medicinal plant as a source of bioactive molecules for different ethnobotanical uses.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/metabo13010064/s1, Figure S1: HR-LCMS chromatograms (A: positive chromatogram, B: negative chromatogram) showing the main compounds identified in D. flabellifolia methanolic extract. Numbers on the chromatograms correspond to the compounds listed in Table 2; Table S1: Tripeptides identified by HR-LCMS technique in D. flabellifolia methanolic extract; Table S2: Binding affinity, conventional hydrogen-bonding, the number of closest interacting residues and distance to closest interacting residue (Å) of the compound with best scores with the different targeted receptors (1HD2, 2XCT, 2QZW, AND 3LN1).

Author Contributions

Conceptualization, M.S., V.D.F. and E.N.; methodology, R.B., M.A.A., M.A.-R., K.H., M.A. and F.P.; software, R.H.L., A.J.S., M.S.; validation, E.N. and M.S.; writing—original draft preparation, E.N., A.K., M.P., M.A., K.H. and M.S.; writing—review and editing, M.S., M.P., R.B., A.K. and F.P.; supervision, M.S.; project administration, R.H.L., V.D.F. and M.S.; funding acquisition, M.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Acknowledgments

This research has been funded by the Scientific Research Deanship at University of Ha’il-Saudi Arabia through project number RD-21 040.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Effect of different concentrations from D. flabellifolia methanolic extract on breast (MCF-7), lung (A549), and colon (HCT-116) cancer cell lines. Error bars indicate SDs (± standard deviation) of three independent experiments. Significance; ns > 0.01, * p < 0.01, ** p < 0.001, *** p < 0.0001.
Figure 1. Effect of different concentrations from D. flabellifolia methanolic extract on breast (MCF-7), lung (A549), and colon (HCT-116) cancer cell lines. Error bars indicate SDs (± standard deviation) of three independent experiments. Significance; ns > 0.01, * p < 0.01, ** p < 0.001, *** p < 0.0001.
Metabolites 13 00064 g001
Figure 2. Radar plot of the selected peptides and phytoconstituents based on physicochemical indices ideal for oral bioavailability.
Figure 2. Radar plot of the selected peptides and phytoconstituents based on physicochemical indices ideal for oral bioavailability.
Metabolites 13 00064 g002
Figure 3. Three-dimensional (3D) residual interactions network of the best selective compounds with the active site of human peroxiredoxin 5 protein (PDB ID: 1HD2), C. albicans Sap1 (PDB ID: 2QZW), and S. aureus IIA topoisomerase (PDB ID: 2XCT).
Figure 3. Three-dimensional (3D) residual interactions network of the best selective compounds with the active site of human peroxiredoxin 5 protein (PDB ID: 1HD2), C. albicans Sap1 (PDB ID: 2QZW), and S. aureus IIA topoisomerase (PDB ID: 2XCT).
Metabolites 13 00064 g003aMetabolites 13 00064 g003bMetabolites 13 00064 g003c
Figure 4. Al-Haza plant species collected from Al-Mu’ayqilat (Hail region).
Figure 4. Al-Haza plant species collected from Al-Mu’ayqilat (Hail region).
Metabolites 13 00064 g004
Table 1. Chemical composition of D. flabellifolia aerial parts identified by GC-MS technique.
Table 1. Chemical composition of D. flabellifolia aerial parts identified by GC-MS technique.
CompoundRI *D. flabellifolia EOMolecular WeightChemical Formula
1Nonane9000.68128.259C9H20
2α-pinene9405.83136.238C10H16
3Sabinene9690.85136.23C10H16
4o-cymene9760.51134.22C10H14
5β-pinene9830.38136.278C10H16
6β-myrcene9922.87136.238C10H16
7α-phellandrene10050.40136.23C10H16
8β-phellandrene10295.76136.23C10H16
9Fenchone10931.81152.23 C10H16O
104-undecene10760.72154.292 C11H22
11Undecane11000.33156.313C11H24
12Citronellal11521.81154.25C10H18O
13Decanal120228.31153.26C10H20O
14Citronellol12361.95156.269C10H20O
15Verbenyl acetate12692.84194.270C12H18O2
161-decanol12744.34158.28C10H21OH
17Thymol12981.84150.22C10H14O
18Undecanal13070.26170.296C11H22O
19Geranyl acetate13820.64196.29C10H20O2
20Dodecanal141216.93184.32C12H24O
212-dodecenal14760.80182.3C12H22O
221-hexadecene15931.59224.42C16H32
23Tetradecanal16141.14212.37C14H28O
24β-eudesmol16546.87222.37C15H26O
251-heptadecne16978.30238.5C17H34
262-Hydroxycyclopentadecanone18520.70240.38C15H28O2
* RI: Retention index relative to (C8-C24) n-alkanes on HP-5MS column.
Table 2. Phytochemical compounds identified by the HR-LCMS technique in D. flabellifolia methanolic extract.
Table 2. Phytochemical compounds identified by the HR-LCMS technique in D. flabellifolia methanolic extract.
Compound NameChemical ClassRT (mn)MW (g/mol)Chemical
Formula
[m/z]-[m/z]+
110-HydroxyloganinTerpenoids0.963406.1437C17 H26 O11387.1277-
22,4,6,8,10-dodecapentaenalFatty Acyls1.060174.105C12 H14 O191.0638-
32-PhenylaminoadenosineGlycosides3.827358.1398C16 H18 N6 O4357.1324-
4Atractyloside Glycosides4.260726.2192C30 H46 O16 S2707.201-
5Cortisol 21-sulfateSterols lipids5.549442.1627C21 H30 O8 S459.1217-
65,8,11-heptadecatriynoic acidFatty Acyls6.468258.156C17 H22 O2239.1382-
7GalactanPolysaccharides8.436680.2045C24 H40 O22679.199-
8HarderoporphyrinPigment9.807608.2509C35 H36 N4 O6643.2205-
9Ergoline-1,8-dimethanol, 10-
methoxy-6-methyl-, (8b)-
Alkaloid26.965316.1812C18 H24 N2 O3297.1636-
10Ecgonine-methyl esterAlkaloid1.454199.1195C10 H17 N O3-200.1268
112-Hydroxy-3-(4-methoxyethylphenoxy)-
propanoic acid
Organic Acids5.585240.101C12 H16 O5-263.0902
12Lomatin Coumarins6.222246.878C14 H14 O4-247.0951
13MarmesinCoumarins7.088246.0903C14 H14 O4-269.0794
14PurpurogallinNatural Phenol7.210220.0361C11 H8 O5-269.0794
15AtranorinPolyphenol7.363196.0387C9 H8 O5-203.0328
16Methyl 7- desoxypurpurogallin-7-
carboxylate trimethyl ether
Natural Phenols7.777304.0935C16 H16 O6-287.0903
17Dihydro-ObliquinCoumarin8.789246.0904C14 H14 O4-269.0796
1813-amino-tridecanoic acidFatty Acid9.341229.2031C13 H27 N O2-230.2104
19GummiferolFatty Acyl9.417286.0836C16 H14 O5-269.0803
20Farnesyl pyrophosphateIsoprenoid9.786382.128C15 H28 O7 P2-405.1171
21Syringic acidNatural Phenols15.399198.054C9 H10 O5-203.0326
22KhayanthonePolyphenols18.482570.2856C32 H42 O9-593.275
Table 3. Growth inhibition zone, MICs, MBCs, and MFCs values obtained using disc diffusion and microdilution assays.
Table 3. Growth inhibition zone, MICs, MBCs, and MFCs values obtained using disc diffusion and microdilution assays.
CodeBacterial StrainD. flabellifolia Methanolic ExtractAmpicillin
Mean ± SD (mm)
mGIZ ± SD (mm)MIC aMBC bMBC/MIC
Ratio
B1E. coli ATCC 3521812.66 ± 1.15 bc12.5020016; bacteriostatic7.00 ± 0.00 d
B2P. aeruginosa ATCC 2785311.33 ± 0.57 cde252008; bacteriostatic7.33 ± 0.57 d
B3P. mirabilis ATCC 2924512.67 ± 0.57 bc252008; bacteriostatic6.33 ± 0.57 d
B4K. pneumoniae ATCC 2773614.33 ± 0.57 a252008; bacteriostatic6.66 ± 0.57 d
B5P. mirabilis (Environmental strain, 3)12.67 ± 0.57 bc252008; bacteriostatic21.00 ± 1.00 a
B6S. sciuri (Environmental strain, 4)11.33 ± 1.52 cde252008; bacteriostatic7.00 ± 0.00 d
B7S. pyogens (Clinical strain)11.33 ± 1.15 cde252008; bacteriostatic16.00 ± 1.73 b
B8P. aeruginosa (Environmental strain, pf8)10.33 ± 0.57 e12.501008; bacteriostatic6.66 ± 0.57 d
B9S. aureus MDR (Clinical strain, 136)14.67 ± 0.57 a12.50504; bactericidal7.33 ± 0.57 d
B10E. cloacae (Clinical strain, 115)14.33 ± 0.57 a12.501008; bacteriostatic6.66 ± 0.57 d
B11S. paucimobilis (Clinical strain, 144)12.33 ± 0.57 cd251004; bactericidal7.66 ± 0.57 d
B12A. baumannii (Clinical strain, 146)14.00 ± 0.00 ab12.50504; bactericidal13.33 ± 0.57 c
CodeYeasts and moldsmGIZ±SD (mm)MIC aMFC bMFC/MIC
Ratio
Amphotericin B
Mean ± SD (mm)
Y1C. albicans ATCC 1023116.33 ± 0.57 a25502; fungicidal22.66 ± 1.15 a
Y2C. neoformans ATCC 1411617.00 ± 1.73 a6.2512.502; fungicidal15.33 ± 0.57 b
Y3C. vaginalis (Clinical strain)6.00 ± 0.00 d6.25254; fungicidal6.66 ± 0.57 d
Y4Candida sp. (Clinical strain)6.67 ± 0.57 cd251004; fungicidal12.33 ± 0.57 c
M1A. fumigatus ATCC 2043058.33 ± 1.15 bc---15.00 ± 1.00 b
M2A. niger8.67 ± 0.57 b---6.00 ± 0.00 d
Inhibition zone around the discs impregnated with D. flabellifolia methanolic extract (3 mg/disk) expressed as mean of three replicates (mm ± SD). SD: standard deviation. MIC: Minimal Inhibitory Concentration. MBC: Minimal Bactericidal Concentration. The letters (ae) indicate a significant difference between the inhibition zones of the sample and amphotericin B against bacteria according to the Duncan test (p < 0.05).
Table 4. Antioxidant activities of D. flabellifolia methanolic extract as compared to standard molecules.
Table 4. Antioxidant activities of D. flabellifolia methanolic extract as compared to standard molecules.
Tests DPPH
IC50 (mg/mL)
ABTS
IC50 (mg/mL)
β-Carotene
IC50 (mg/mL)
D. flabellifolia methanolic extract0.05 ± 0 a0.105 ± 0 a5.00 ± 0.78 a
BHT (Butylated hydroxytoluene)0.023 ± 0 b0.018 ± 0 b0.042 ± 0 b
Ascorbic Acid0.022 ± 0 b 0.021 ± 0 b 0.017 ± 0 b
Letters (a,b) indicate a significant difference (p < 0.005) between D. flabellifolia methanolic extract and standard molecules.
Table 5. Pharmacokinetics, drug-likeness and medicinal chemistry of identified compounds according to SwissADME software.
Table 5. Pharmacokinetics, drug-likeness and medicinal chemistry of identified compounds according to SwissADME software.
EntryBioactive Compounds
2691011121314151617181921
Pharmacokinetics properties
GI absorptionHighHighHighHighHighHighHighHighHighHighHighHighHighHigh
BBB permeantYesYesNoNoNoYesYesNoNoYesYesYesNoNo
P-gp substrateNoNoYesNoNoNoNoNoNoNoNoNoNoNo
CYP1A2 inhibitorNoYesNoNoNoYesYesNoNoYesYesNoNoNo
CYP2C19 inhibitorNoYesNoNoNoNoNoNoNoYesYesNoNoNo
CYP2C9 inhibitorNoYesNoNoNoNoNoNoNoYesNoNoNoNo
CYP2D6 inhibitorNoNoYesNoNoNoNoNoNoNoNoNoNoNo
CYP3A4 inhibitorNoNoNoNoNoNoNoYesNoNoNoNoNoNo
Log Kp (cm/s)−5.15−4.60 −7.73 −7.08 −7.09 −6.45 −6.45 −6.18−5.51 −6.44 −5.66 −7.66 −8.02 −6.77
Druglikeness properties
LipinskiYesYesYesYesYesYesYesYesYesYesYesYesYesYes
GhoseYesYesYesYesYesYesYesYesYesYesYesYesYesYes
VeberYesYesYesYesYesYesYesYesYesYesYesYesYesYes
EganYesYesYesYesYesYesYesYesYesYesYesYesYesYes
MueggeNoYesYesNoYesYesYesYesYesYesYesYesYesNo
Bioavailability Score0.550.850.550.550.560.550.550.550.550.550.550.550.550.56
Table 6. Binding affinity, conventional hydrogen-bonding, the number of closest interacting residues and distance to closest interacting residue (Å) of some compounds with best scores with the different targeted receptors (1HD2, 2XCT, 2QZW, and 3LN1).
Table 6. Binding affinity, conventional hydrogen-bonding, the number of closest interacting residues and distance to closest interacting residue (Å) of some compounds with best scores with the different targeted receptors (1HD2, 2XCT, 2QZW, and 3LN1).
Complexes Binding Affinity (kcalxmol−1)Conventional
H-Bonds
No. Closest
Interacting Residues
Closest Interacting
Residue
ResidueDistance (Å)
1HD2/2-Phenylaminoadenosine−6.747Arg861.822
1HD2/Atractyloside−6.888Gly922.153
2XCT/10-Hydroxyloganin−7.664Asp11051.904
2XCT/Harderoporphyrin−8.265Arg13772.186
2QZW/2-Phenylaminoadenosine−8.369Arg1952.223
2QZW/Atractyloside−8.367Glu1322.023
3LN1/Harderoporphyrin−9.967Ser1601.898
3LN1/Dihydro-Obliquin−9.219Ser5162.497
Table 7. Comparison between D. flabellifolia methanolic and methanol/water extract antioxidant activities.
Table 7. Comparison between D. flabellifolia methanolic and methanol/water extract antioxidant activities.
D. flabellifolia/Tests DPPH
IC50 (mg/mL)
ABTS
IC50 (mg/mL)
β-Carotene
IC50 (mg/mL)
Methanolic extract0.05 ± 00.105 ± 05.00 ± 0.78
Methanol/Water extract *0.014 ± 0.0450.102 ± 0.0247.80 ± 0.919
* Snoussi et al. [5].
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Snoussi, M.; Lajimi, R.H.; Badraoui, R.; Al-Reshidi, M.; Abdulhakeem, M.A.; Patel, M.; Siddiqui, A.J.; Adnan, M.; Hosni, K.; De Feo, V.; et al. Chemical Composition of Ducrosia flabellifolia L. Methanolic Extract and Volatile Oil: ADME Properties, In Vitro and In Silico Screening of Antimicrobial, Antioxidant and Anticancer Activities. Metabolites 2023, 13, 64. https://doi.org/10.3390/metabo13010064

AMA Style

Snoussi M, Lajimi RH, Badraoui R, Al-Reshidi M, Abdulhakeem MA, Patel M, Siddiqui AJ, Adnan M, Hosni K, De Feo V, et al. Chemical Composition of Ducrosia flabellifolia L. Methanolic Extract and Volatile Oil: ADME Properties, In Vitro and In Silico Screening of Antimicrobial, Antioxidant and Anticancer Activities. Metabolites. 2023; 13(1):64. https://doi.org/10.3390/metabo13010064

Chicago/Turabian Style

Snoussi, Mejdi, Ramzi Hadj Lajimi, Riadh Badraoui, Mousa Al-Reshidi, Mohammad A. Abdulhakeem, Mitesh Patel, Arif Jamal Siddiqui, Mohd Adnan, Karim Hosni, Vincenzo De Feo, and et al. 2023. "Chemical Composition of Ducrosia flabellifolia L. Methanolic Extract and Volatile Oil: ADME Properties, In Vitro and In Silico Screening of Antimicrobial, Antioxidant and Anticancer Activities" Metabolites 13, no. 1: 64. https://doi.org/10.3390/metabo13010064

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