Abstract
Background/Objectives: Teucrium polium L. is widely used in traditional medicine and has been proposed as a source of antimicrobial adjuvants in the context of antimicrobial resistance. Here, we characterized the essential oil (EO) and polar extracts of T. polium and evaluated their antioxidant activity, antimicrobial potency against clinical multidrug-resistant (MDR) isolates, and the interaction of the EO with conventional antibiotics using a chequerboard assay (FICI); further, we investigated in silico molecular interactions with some targets related to resistance. Methods/Results: The EO, which was hydrodistilled and subsequently analyzed by GC–MS, is characterized by dominant limonene content (24.13%) and contents of oxygenated sesquiterpenes such as β-eudesmol (10.48%) and α-muurolol (8.10%). HPLC/UV–ESI–MS characterization of the extracts (decoction and Soxhlet) demonstrated that they were rich in polyphenolic compounds and flavonoids, which matched the standard phytochemical characteristics of this species. The extracts exhibited significant reducing capabilities, and the hydroethanolic extract exhibited the highest antioxidant activity (DPPH IC50 = 15.41 μg/mL; FRAP EC50 = 30.65 μg /mL), while the EO revealed at most moderate capacity in these tests. In antimicrobial assays, the EO inhibited fungi more effectively than the extracts (MIC of 1.17 mg/mL against Aspergillus niger; 4.69 mg/mL against Candida spp.), while antibacterial MICs for both the EO and extracts were generally high (up to 50 mg/mL). Combination testing nevertheless identified synergistic or additive effects of the EO with selected antibiotics, notably with ceftazidime against ESBL-producing Escherichia coli (FICI = 0.141) and Staphylococcus aureus (FICI = 0.039) and with amikacin against Klebsiella pneumoniae (FICI = 0.313); the EO–ceftriaxone pairing against ESBL E. coli was additive (FICI = 0.516). Docking simulations further supported these observations by showing the favorable predicted binding of oxygenated sesquiterpenes, most notably β-eudesmol and α-muurolol (up to −8.6 kcal/mol), to resistance-related targets such as RND efflux pumps, β-lactamases, and porins. Conclusions: Taken together, the in vitro and in silico data suggest that T. polium could be explored as a natural antimicrobial option and as an adjuvant to enhance antibiotic activity against multidrug-resistant pathogens.
Keywords: Teucrium polium L., limonene, β-eudesmol, epicatechin, synergy, FICI, multidrug-resistant bacteria
1. Introduction
Microbial resistance to antibiotics is a worldwide health problem with an increasing trend, basically caused by the inappropriate use of these agents and dissemination in bacterial populations of resistance determinants. This troubling situation is compounded by the stagnation in the discovery of new classes of antibiotics since the 1950s [1]. Additionally, the related side effects to chemical antimicrobial agents and the capacity of pathogenic microorganisms to develop resistance against antibiotics have increased the interest of the research community in aromatic and medicinal plants (AMPs), known as alternative sources to natural bioactive molecules with tremendous medicinal potential [2,3].
In this context, some families of aromatic and medicinal plants (AMPs) are considered a valuable source of secondary metabolites, such as terpenoids, polyphenols and flavonoids, that were found to be related with antimicrobial, antioxidant and anti-inflammation activities [4]. In particular, EOs are characterized by a complex composition and multi-target effects that may act at the same time on membrane integrity and permeability, oxidative stress, and some enzymatic activities. This plurality of modes of action is often cited as a possible means to restrict resistance development and positive interaction with classical antibiotics [5].
The Lamiaceae family of plants has many species that are high in phenolic compounds, which are renowned for having important medicinal properties [6]. The Teucrium genus, which has more than 340 species, is common in sunny areas within this family [7].
Teucrium polium L., in Morocco commonly called “Jaada”, is an aromatic perennial species largely used in ethno-medicine throughout Southwest Asia and North Africa, as well as Mediterranean Europe [7]. Its aerial parts are commonly used in folk medicine as digestive, hepatic, metabolic and anti-inflammatory medicament [8]. Recent pharmacological studies evidence multiple biological activities of these traditional uses, such as anti-inflammatory [9], antibacterial [10], antifungal [11], antidiabetic [12], and antioxidant effects [13], and even anticancer prospective use [9].
Phytochemical investigations on this plant showed that T. polium is chemically rich in different types of secondary metabolites, such as diterpenes, monoterpenes, sesquiterpenes, polyphenols and strongly antioxidant flavonoids [14]. Over 130 molecules have been described, mostly represented by terpenoids (60%) [15].
The antimicrobial effects of T. polium have been reported in many studies. EO of germacrene D and β-pinene showed significant antibacterial effects on Proteus mirabilis, Staphylococcus aureus, and Citrobacter freundii, and antifungal activity against Trichophyton rubrum and Microsporum canis [16]. Similarly, the essential oil from T. polium is originated of Morocco and has been proved to exhibit significant antimicrobial activity against nosocomial infections [10]. In the same context, ethanolic extracts of T. polium have also been reported to promote the efficacy of antibiotics, indicating an intriguing modulating potential [17]. Yet the data are heterogeneous given different extraction processes, geographical origins of plant material, and panels of microorganisms challenged, and mechanistic proof is frequently lacking. In fact, most works are confined to essentially in vitro assays and do not relate findings with potential molecular mechanisms of interaction between the main active principles of the extract and bacterial targets associated with resistance/virulence. In this framework, in silico methods, including molecular docking, can be used as further tools to develop mechanistic hypotheses and connect chemical profiles with putative biological targets [18], which complements experimental findings especially when antibiotic synergy is observed.
Finally, toxicological studies and clinical case reports have brought to light harmful effects related to the traditional use of T. polium, such as hepatotoxicity caused by some neo-clerodane diterpenes [19,20,21]. These findings highlight the need for a linked approach to safety evaluation. In this respect, in silico ADMET prediction can serve as a valuable tool to forecast the pharmacokinetic profile and potential toxicological risk of leading contents [22,23].
In this context, it is of interest to valorize the therapeutic effects of T. polium in a large scale survey that encompasses GC–MS-based phytochemical characterization of its EO and phenolic extracts quantified by HPLC/UV–ESI–MS, determination of antioxidant activity with complementary methods (DPPH, FRAP, and CAT), determination of antimicrobial potency against MDR clinical strains, a study on interactions between EO and antibiotics through a synergy approach (FICI index), and an investigation based on molecular docking-based screening aimed to determine the mechanism of interaction between major components and proteins involved in antibiotic resistance. Finally, ADMET analysis was carried out to forecast the pharmacokinetic and toxicological properties of the most active molecules.
2. Materials and Methods
2.1. Plant Material
This study investigated T. polium (Lamiaceae), a medicinal species collected in the Taza region (Northern Morocco) between May and June 2024 (Figure 1; Table 1). The aerial parts were harvested at the flowering stage and air-dried in the shade at ambient temperature (20–25 °C) for 15 days. Taxonomic identification was confirmed by the National Herbarium of the Scientific Institute of Rabat (Mohammed V University), Department of Botany, where a voucher specimen was deposited.
Figure 1.
Teucrium polium (Zibouh Khalid and Touriya Zair, 2024).
Table 1.
Origin, plant part used, collection site, and harvesting period of T. polium.
| Latin Name | Part Used | Latitude (x) | Longitude (y) | Altitude (m) | Harvest Year | Voucher Number |
|---|---|---|---|---|---|---|
| T. polium | Flowering tops | 34°30′07.3 | 4°09′24.4 | 558 | May and June 2024 | RAB115045 |
2.2. Quality Control of Plant Material
2.2.1. pH Determination
The pH was determined by adding 20 mL of preheated distilled water to 4 g of the powdered plant material. The mixture was then filtered and allowed to cool. pH was measured using a benchtop pH meter (HANNA HI2211, HANNA Instruments, Villafranca Padovana, Italy) equipped with an STPURE electrode by immersing the electrode directly into an appropriate volume of the obtained filtrate [24].
2.2.2. Mineral (Ash) and Organic Matter Contents
Organic matter content was calculated by the difference between the initial mass and the residual mass after calcination. Briefly, 5 g of the ground sample was placed in a muffle furnace at 550 °C until a uniform light-gray or whitish residue was obtained, indicating complete combustion of carbonaceous material [25]. Organic matter (OM) and mineral matter (MM, ash) were calculated as follows:
| (1) |
| (2) |
OM%: organic material; W0: capsule and sample weight before calcination; W1: capsule and sample weight after calcination; TS: test sample; MM%: ash content.
2.2.3. Moisture Content
Moisture content was determined according to the AFNOR standard (NF V03-402, 1985) [26]. Five grams of the sample was dried in a ventilated oven at 100 ± 5 °C for 24 h. The analysis was performed in triplicate, and the mean value was reported.
| (3) |
WC: water content (%); m0: mass before drying (g); m1: mass after drying (g).
2.2.4. Titratable Acidity
Powdered plant (5 g) was suspended in 50 mL of previously boiled distilled water. The resultant mixture was stirred for 15 min, and then, it was filtered. Then, 10 mL of the filtrate was added to 20 mL of distilled water, and after that, a few drops of phenolphthalein as an indicator were added. The resulting solution was titrated with 0.01 N NaOH until a faint persistent pink color is developed. Then, the volume of NaOH used was calculated and expressed as equivalents of citric acid [27]. Titratable acidity (TA) was measured according to:
| (4) |
2.2.5. Determination of Mineral Composition by ICP–AES
An inductively coupled plasma atomic emission spectrometry (ICP–AES) instrument (Agilent 5110, Agilent Technologies, Santa Clara, CA, USA) was used to quantify major and trace elements, including As, Cr, Sb, Pb, Cd, Fe, Cu, and Ti. The analytical procedure consisted of digesting 0.10 g of finely ground plant material with 3 mL of aqua regia (1 mL HNO3 + 2 mL HCl) under reflux at 200 °C for 2 h. After cooling, the digest was allowed to decant; the supernatant was collected and filtered through a 0.45 µm membrane. The filtrate was then brought to a final volume of 15 mL with distilled water prior to ICP–AES analysis [27,28].
2.3. Phytochemical Screening
The main chemical groups present in the investigated extracts were assessed by qualitative phytochemical screening. This approach is based on detecting characteristic color changes and/or precipitate formation following the addition of specific reagents. All tests were performed according to standardized and widely accepted phytochemical protocols [29,30].
2.4. Extraction and Characterization of T. polium EO
2.4.1. EO Extraction and Yield Determination
EO was obtained from the flowering aerial parts by hydrodistillation using a Clevenger-type apparatus. Briefly, 100 g of plant material was boiled with 1 L of water for 3 h. The recovered EO was stored at 4 °C in a sealed amber glass vial until use. EO yield was calculated on a 100 g dry-matter basis using the following equation:
| (5) |
V(EO): volume of EO recovered (mL); M0: mass of plant material (100 g).
2.4.2. GC–MS Analysis and Identification of EO Constituents
EO analysis was performed on a gas chromatograph (HP 6890 series; Hewlett Packard, Palo Alto, CA, USA) equipped with a DB-5 capillary column (5% phenyl-methylsiloxane; 30 m × 0.25 mm i.d., 0.25 µm film thickness) and coupled to a mass spectrometer (HP 5973 series). A flame ionization detector (FID) was operated at 250 °C with an H2/air gas mixture. Ionization was carried out by electron impact at 70 eV. The oven temperature program was set from 50 to 200 °C at 4 °C/min, followed by a 5 min hold. Samples were injected in split mode (split ratio of 1:70). Nitrogen was used as the carrier gas at 1 mL/min. Instrument control and chromatogram acquisition were managed using HP ChemStation software version A.09.03.
Compound identification was based on the determination and comparison of Kovats retention indices (KIs) with reference values reported in Kovats (1965) [31], Adams (2017) [32], and Hübschmann (2015) [33]. Assignments were further supported by comparing retention times with available authentic standards and by matching KIs and mass spectra with those in the WILEY and NIST mass spectral libraries, as well as published data.
2.5. Extraction and Characterization of Phenolic Compounds
To isolate and characterize phenolic constituents from T. polium, two solid–liquid extraction procedures were employed. Soxhlet extraction using either distilled water or a hydroethanolic mixture (ethanol/water, 70:30, v/v), and traditional decoction. After extraction, the crude extracts were dried, collected in sterile vials, and stored at room temperature until further analysis.
2.6. Quantification of Phenolic Constituents
2.6.1. Total Phenolic Content (TPC)
TPC was quantified by the Folin–Ciocalteu assay (Singleton et al. [34]), with minor modifications. A content of 20 µL of the extract (30 mg/mL) was mixed with Folin–Ciocalteu reagent (150 µL) and Na2CO3 solution (7.5%, 1.5 mL) in 50 mL graduated flasks and finally filled up to the mark with water. The homogenate was incubated in the dark for 45 min at room temperature. Absorbance was determined using 760 nm. Results were reported as GAE using a calibration curve that was prepared under the same conditions (y = 0.0738x − 0.0006; R2 = 0.998).
| (6) |
where TPC: total phenolic compounds; C: concentration assessed based on the calibration curve; V0: volume of the entire extract; mextract: mass of extract; and D: dilution factor.
2.6.2. Total Flavonoid Content (TFC)
Total flavonoid content was estimated using the aluminum chloride (AlCl3) colorimetric assay [35]. In brief, 20 µL of extract was mixed with AlCl3 solution (10% w/v) and distilled water (2 mL). The final volume was brought to 5 mL with absolute methanol. The reaction mixtures were then kept in the dark at room temperature for 30 min after vigorous mixing. Absorbance was then measured at a wavelength of 433 nm. Concentration of flavonoids was reported as milligrams of quercetin equivalents per gram of extract (mg QE/g), with the use of a quercetin standard curve prepared within the range 0–30 µg/mL (y = 0.0579x − 0.0012; R2 = 0.999).
| (7) |
where FC: flavonoid content; C: concentration assessed based on the calibration curve; V0: volume of the entire extract; mextract: mass of extract; and D: dilution factor.
2.6.3. Total Condensed Tannins (TCTs)
Condensed tannins were quantified using the vanillin–HCl assay [36]. Aliquots of 30 µL of each extract were mixed with 3 mL of vanillin solution (4% in methanol) and 1.5 mL of concentrated HCl (37%). After 20 min of incubation at room temperature, absorbance was measured at 499 nm. Quantification was performed using a catechin calibration curve (0–20 µg/mL; y = 0.041x + 0.0075; R2 = 0.996), and results are expressed as mg catechin equivalents per gram of extract (mg CE/g E).
| (8) |
where TCT: total condensed tannin; C: concentration assessed based on the calibration curve; V0: volume of the entire extract; mextract: mass of extract; and D: dilution factor.
2.6.4. Identification of Chemical Composition by HPLC–ESI–MS
Compound identification was performed using ultra-performance liquid chromatography coupled to mass spectrometry (UPLC–MS) with a Dionex UltiMate 3000 system equipped with an Exactive mass spectrometer fitted with an electrospray ionization (ESI) source and an Orbitrap analyzer. A 10 µL aliquot of extract (100 µg/mL in distilled water) was injected onto a C18 column (100 mm × 2.1 mm; 1.7 µm particle size). The column temperature was set to 30 °C, and the flow rate was 0.45 mL/min.
The mobile phase consisted of solvent A (water with 0.1% formic acid) and solvent B (acetonitrile with 0.1% formic acid), delivered using the following gradient: 98% A/2% B (0–19 min), 70% A/30% B (20–24 min), 5% A/95% B (25 min) and then re-equilibration to 98% A/2% B (26–30 min). Detection combined a diode-array detector (UV scan 280–360 nm) and MS acquisition in negative ion mode. Data were processed using MassLynx software (v. 4.2). Compound assignment relied on retention times, mass spectra, molecular masses, and comparison with standards analyzed under identical conditions, including phenolic acids (gallic, caffeic, ferulic acids, etc.), flavonoids (e.g., rutin, catechin, and apigenin), and other polyphenols (e.g., tannic acid and coumarin).
2.7. Antioxidant Activities
Three complementary assays, DPPH, FRAP, and total antioxidant capacity (TAC/CAT), were used to evaluate the antioxidant potential of T. polium extracts.
2.7.1. DPPH Radical Scavenging Assay
A DPPH• solution (6 × 10−5 M) was prepared by dissolving 2.4 mg of DPPH• in 100 mL of absolute ethanol. To assess antioxidant activity, variable volumes of each extract (at different concentrations) were transferred into test tubes and adjusted to a final volume of 200 µL with absolute ethanol. Subsequently, 2.8 mL of the DPPH• solution was added. Ascorbic acid served as the positive control, and a blank was prepared using absolute ethanol. Samples were incubated in the dark for 30 min, and the decrease in absorbance was measured at 515 nm against the negative control [37]. Results are expressed as the percentage of DPPH inhibition (AA%) using the following equation:
| (9) |
AA%: percentage antioxidant activity; Acontrol: absorbance of DPPH• solution without extract; Asample: absorbance of reaction mixture containing extract and DPPH•.
2.7.2. Ferric Reducing Antioxidant Power (FRAP) Assay
The ferric reducing power of the extracts was evaluated based on the method described by Oyaizu (1986) [38]. The assay relies on the ability of antioxidant compounds in the samples to reduce ferric chloride. In brief, various concentrations of 0.5 mL of extract were combined with 2.5 mL of sodium phosphate buffer (0.2 M, pH 6.6) and 2.5 mL of 1% potassium ferricyanide. After 20 min of incubation at 50 °C, the reaction was stopped with addition of 2.5 mL of 10% trichloroacetic acid. The mixture was centrifuged at 3000 rpm for 10 min, and the supernatant (2.5 mL) obtained was mixed with distilled water (2.5 mL) along with ferric chloride solution (0.1% v/v) (0.5 mL). Absorbance was read at 700 nm, and the reducing activity was determined with ascorbic acid.
2.7.3. Total Antioxidant Capacity (TAC)
Total antioxidant activity was determined according to the phosphomolybdenum method reported by Prieto et al. (1999) [39]. This method estimates the global reducing ability of the sample. In this assay, 10 µL of extract was mixed with 3 mL of a reagent solution containing sulfuric acid (0.6 M), sodium phosphate (28 mM), and ammonium molybdate (4 mM). The mixture was incubated at 95 °C for 90 min and then allowed to cool to room temperature before absorbance was measured at 695 nm. Antioxidant capacity was expressed as mg of ascorbic acid equivalents per g of extract (mg AAE/g E).
2.8. Antimicrobial Activity
2.8.1. Microbial Material
The antimicrobial activity of the different extracts and the EO of the investigated plant was evaluated against five bacterial strains and five fungal strains. In addition, the synergistic effect of the EO in combination with selected conventional antibiotics was assessed against multidrug-resistant (MDR) clinical isolates (Table 2) recovered from Provincial Hospital Mohamed V (Meknès, Morocco). These microorganisms are recognized for their high pathogenicity, marked resistance to antibiotics, invasive potential, and clinical relevance, as they are frequently implicated in nosocomial infections in Morocco and represent a major public health concern. All strains were retrieved from stocks stored at −80 °C in 20% (v/v) glycerol, revived in Mueller–Hinton broth, and subcultured prior to testing.
Table 2.
List of bacterial strains tested.
| Strain | Abbreviation | Reference | |
|---|---|---|---|
| Gram-positive cocci | Staphylococcus aureus BLACT | S. aureus BLACT | 4IH2510 |
| Staphylococcus aureus | S. aureus | 2DT2220 | |
| Staphylococcus epidermidis | S. epidermidis | 5994 | |
| Gram-negative bacilli | Acinetobacter baumannii | A. baumannii | 2356 |
| Escherichia coli ESBL | E. coli ESBL | 2DT5765 | |
| Enterobacter cloacae | E. cloacae | 6412 | |
| Klebsiella pneumoniae ssp. pneumoniae | K. pneumoniae | 5694 | |
| Pseudomonas aeruginosa | P. aeruginosa | 5824 | |
| Enterobacter cloacae | E. cloacae | 02EV317 | |
| Escherichia coli | E. coli | 3DT1938 | |
| Klebsiella pneumoniae ssp. pneumoniae | K. pneumoniae | 3DT1823 | |
2.8.2. Antimicrobial Compounds
The eight antibiotics selected for this study were chosen because they represent distinct mechanisms of action and are widely used in hospitals to manage nosocomial infections caused by MDR bacteria. Antibiotics were purchased from Sigma-Aldrich (Darmstadt, Germany) and Acofarma (Barcelona, Spain). Details are provided in Table 3.
Table 3.
Antibiotics evaluated.
| Antibiotic (ATB) | Abbreviation | Chemical Family |
|---|---|---|
| Gentamicin | GEN | Aminoglycosides |
| Vancomycin | VAN | Glycopeptides |
| Ceftazidime | CAZ | β-Lactams (3rd-generation cephalosporin) |
| Ceftriaxone | CRO | β-Lactams (3rd-generation cephalosporin) |
| Ciprofloxacine | CIP | Fluoroquinolone |
| Imipenem | IMP | Carbapenem |
| Amikacin | AN | Aminoglycosides |
| Ertapenem | ETP | Carbapenem |
2.8.3. Preparation of Antibiotics and Bacterial Inoculum
Antibiotics were dissolved in 0.9% NaCl solution. Bacterial strains were cultured on Mueller–Hinton agar (MHA). Each bacterial suspension was prepared by emulsifying 2–3 colonies from fresh MHA plates in 10 mL of distilled water to obtain turbidity equivalent to 0.5 McFarland.
2.8.4. Determination of MIC, MBC, and MFC
Minimum inhibitory concentrations (MICs) of the different extracts were determined using the 96-well microdilution method in liquid medium [40,41]. A stock EO solution (50 mg/mL) was prepared in 10% DMSO, and extract stock solutions (100 mg/mL) were prepared in distilled water. Serial dilutions were performed in Brain Heart Infusion (BHI) broth for bacteria and Sabouraud medium for fungi to obtain a final volume of 100 µL per well. A standardized microbial inoculum was then added to each well (106 CFU/mL for bacteria and 104 CFU/mL for fungi). After incubation for 24 h at 37 °C, 10 µL of triphenyltetrazolium chloride (TTC; 0.5 mg/mL) was added as a colorimetric growth indicator. Following an additional 2 h of incubation at 37 °C, MIC was defined as the lowest concentration of EO or extract that completely inhibited growth, as indicated by the absence of TTC reduction (no red color development). In each series, the 11th and 12th wells served as growth and sterility controls, respectively. All experiments were performed in duplicate. Solvent control wells containing the corresponding DMSO concentrations (matching the EO dilutions) were included to exclude solvent-related growth inhibition.
For the determination of minimum bactericidal concentration (MBC) and minimum fungicidal concentration (MFC), 10 µL aliquots from all wells showing no visible growth were inoculated onto Mueller–Hinton agar for bacterial strains and Sabouraud agar for fungal strains. After 24 h of incubation at 37 °C, MBC (or MFC) was defined as the lowest concentration producing a 99.99% reduction in microbial load relative to the growth control. The MBC/MIC (or MFC/MIC) ratio was calculated to classify the activity as bactericidal (ratio < 4) or bacteriostatic (ratio > 4) [42].
2.8.5. Checkerboard Microdilution Assay for Combination Testing
Checkerboard microdilution assays were performed to assess interactions between the EO and antibiotics [5,43]. Serial dilutions of EO and each antibiotic were prepared, and different combinations were tested. Each well contained 100 µL of Mueller–Hinton broth with the EO–antibiotic mixture at defined concentrations, plus 100 µL of bacterial suspension, for a final volume of 200 µL. Plates were sealed with sterile plate sealers and incubated at 37 °C for 24 h. Interactions were quantified using the fractional inhibitory concentration index (FICI). For the combination of EO (A) and antibiotic (B), FICI was calculated as shown below [44]. Solvent control wells (DMSO at the highest final concentration used in EO-containing wells) were systematically included.
| (10) |
where FICA corresponds to the MIC of the EO in the presence of the antibiotic (MICA+B) divided by the MIC of the EO alone (MICA) and FICB corresponds to the MIC of the antibiotic in the presence of the EO (MICB+A) divided by the MIC of the antibiotic alone (MICB). Interpretation followed commonly used chequerboard cut-offs (Table 4).
Table 4.
Interpretation of the FICI.
| Effect | FICI |
|---|---|
| Synergistic | ≤0.5 |
| Additive | 0.5 < FICI ≤ 1 |
| Indifferent | 1 < FICI < 4 |
| Antagonistic | ≥4 |
2.9. Molecular Docking
Molecular docking was performed to explore, from a mechanistic perspective, the ability of the major constituents of T. polium EO to interact with structural determinants of resistance in the investigated clinical strains. Target selection was guided by their involvement in the resistance phenotypes observed (β-lactamases, RND-type efflux, and outer-membrane permeability), the availability of experimentally resolved structures (X-ray crystallography or cryo-EM) from the relevant species, and the presence of a well-defined functional site (co-crystallized substrate/inhibitor or a described catalytic pocket), enabling reproducible definition of the docking grid. The selected proteins and associated grid parameters are presented in Table 5.
Table 5.
Protein targets and PDB codes.
| Strain | Targets | PDB ID | Grid Center | Grid Size |
|---|---|---|---|---|
| P. aeruginosa | MexB (RND efflux pump) | 2V50 | center_x = 69.319 center_y = 30.691 center_z = −12.602 |
size_x = 34 size_y = 32 size_z = 40 |
| AmpC β-lactamase | 4WZ4 | center_x = −5.711 center_y = −13.034 center_z = 18.412 |
size_x = 30 size_y = 22 size_z = 16 |
|
| K. pneumoniae | CTX-M β-lactamase (ESBL) | 4S2I | center_x = 10.259 center_y = 13.254 center_z = 12.920 |
size_x = 24 size_y = 22 size_z = 16 |
| OmpK36 porin | 6RD3 | center_x = 8.031 center_y = −14.337 center_z = −8.017 |
size_x = 22 size_y = 26 size_z = 30 |
|
|
E. coli/ E. cloacae |
AcrB (RND efflux pump) | 2DHH | center_x = 149.827 center_y = 101.571 center_z = 39.139 |
size_x = 36 size_y = 32 size_z = 28 |
| TEM β-lactamase | 1BTL | center_x = 5.264 center_y = 2.539 center_z = 32.763 |
size_x = 24 size_y = 20 size_z = 26 |
|
| Penicillin Binding Protein (PBP) | 3OCL | center_x = 5.851 center_y = 4.924 center_z = −13.999 |
size_x = 22 size_y = 28 size_z = 22 |
|
| A. baumannii | OXA-23 carbapenemase | 4JF4 | center_x = 11.525 center_y = −5.379 center_z = 4.630 |
size_x = 20 size_y = 26 size_z = 26 |
| S. aureus | BlaZ (plasmid β-lactamase) | 1BLZ | center_x = 10.886 center_y = 38.899 center_z = 4.89 |
size_x = 40 size_y = 20 size_z = 24 |
Crystallographic structures were obtained from the RCSB PDB database (accessed on 20 September 2025) and processed with PyMOL and AutoDockTools. We then omitted water molecules, co-crystallized ligands, and irrelevant heteroatoms in the preparation step. Polar hydrogens and Gasteiger charges were included afterwards, and the final structures were transformed into PDBQT format. Ligands (SDF files) were imported, energy-minimized, and converted into PDBQT using Open Babel. Docking calculations were carried out with AutoDock Vina, defining for each target a grid centered on the active site or functional cavity. For downstream analysis, the best-ranked pose and its binding energy were retained. The accuracy of the docking procedure was verified by redocking the co-crystallized ligand (when available) into the corresponding binding site and evaluating the root-mean-square deviation (RMSD) between the crystallographic and redocked poses (acceptance criterion: RMSD ≤ 2.0 Å). Docked complexes were examined and illustrated in 2D/3D using Discovery Studio Visualizer 4.6 to describe key interactions (hydrogen bonds, hydrophobic contacts, and involvement of catalytic or recognition residues).
2.10. In Silico ADMET Profiling and Toxicity Prediction (ProTox-II)
In silico predictions were performed using SMILES (Simplified Molecular Input Line Entry System) structures of the five major constituents of T. polium EO (α-pinene, β-pinene, limonene, α-muurolol, and β-eudesmol), obtained from PubChem (accessed 5 October 2024).
SwissADME (accessed 6 October 2024) and pkCSM (accessed 8 October 2025) were used to predict physicochemical and pharmacokinetic properties (ADMET). SwissADME was additionally used to evaluate drug-likeness according to Lipinski’s Rule of Five. Toxicity prediction was conducted using the ProTox-II server (accessed 9 October 2024) [22]. Predicting these properties is critical to reducing the risk of late-stage failures during development [45].
2.11. Statistical Analysis
Quantitative phytochemical assays and antioxidant measurements were performed in triplicate and are expressed as means ± standard deviations (SDs). MIC and chequerboard assays were performed in duplicate and are reported as the modal values observed across replicates. Statistical analyses were carried out for triplicate quantitative datasets using GraphPad Prism v10.4.0 for Windows (GraphPad Software, San Diego, CA, USA). Comparisons among multiple groups were conducted using one-way analysis of variance (one-way ANOVA), followed by Tukey’s post hoc multiple-comparison test when appropriate. Statistical significance was set to p < 0.05.
3. Results and Discussion
3.1. Quality Control of T. polium Plant Material
Quality control of T. polium plant material was performed by monitoring moisture, pH, titratable acidity, and ash content. The summary of findings are presented in Table 6.
Table 6.
Quality-control parameters of T. polium plant material.
| Plant | Moisture Content (%) | pH | Ash (%) | Titratable Acidity (%) |
|---|---|---|---|---|
| T. polium | 10.49 ± 0.15 | 5.46 ± 0.02 | 8.92 ± 0.09 | 10.25 ± 0.01 |
Physicochemical analysis reported a moisture level of 10.49%, which satisfies the WHO specification (≤12%) for proper storage and a low level of microbial spoilage [46]. The presented sample had a slightly acidic pH (5.46) accompanied by a relatively high titratable acidity content (10.25%), hence indicating an important contribution of organic acids and phenolic compounds. Ash content (8.92%) was still within an acceptable range (<10%). Taken together, these results are in agreement with those described by the European Pharmacopoeia [47].
3.2. Mineral Composition by ICP-AES
Elemental analysis of samples of T. polium flowering tops by ICP–AES to determine some trace elements (Fe and Cu) in addition to heavy metal contents (As, Pb and Cd) was performed, and the results are presented in Table 7.
Table 7.
Elemental concentrations in T. polium flowering tops (ICP–AES).
| Element | As | Cr | Sb | Pb | Cd | Fe | Cu | Ti |
|---|---|---|---|---|---|---|---|---|
| Content (mg/kg DW) | 0.0404 | 0.0054 | 0.0369 | <0.0001 | <0.0001 | 4.8004 | 0.1186 | 0.0322 |
| Maximum limits (FAO/WHO mg/kg) | 1 | 2 | 1 | 3 | 0.3 | 20 | - | - |
Elemental contents are reported as mg/kg dry weight (Table 7) and were calculated from ICP–AES readings using (Csample (mg/kg) = Csolution (mg/L) × Vfinal (L)/msample (kg)), based on the digestion mass (0.10 g) and final volume (15 mL).
Lead (Pb) and cadmium (Cd) were not detected within limits set by European Pharmacopoeia regulations (Pb ≤ 5 mg/kg; Cd ≤ 1 mg/kg) and the FAO/WHO [47]. The arsenic (As) level was still below the FAO/WHO value and the ICH Q3D maximum acceptance criterion for elemental impurities in herbal materials (1.5 mg/kg) [48]. The concentration of antimony (Sb) was below the limit reported by the FAO/WHO and that defined by ICH Q3D for oral exposure, but it is not targeted specifically in the European Pharmacopoeia [48]. The detected Cr concentration was far lower than in the FAO/WHO (2 mg/L) and ICH Q3D system values provided in the literature (1100 mg/kg) [19,47]. The metal titanium (Ti) was found at the very low concentration value of 0.0322 mg/L; it is not cited in the European Pharmacopoeia, ICH Q3D guidelines or FAO/WHO limits [19,47], but it can be due to soil condition and must be controlled during medicinal plant quality control according to WHO recommendations (WHO) [49]. Additionally, copper and iron physiologically relevant trace elements were measured. The iron level was observed, and it was below the FAO/WHO limit, indicating possible accumulation due to soil characteristics and/or cultivation conditions [50,51].
3.3. Phytochemical Screening
Phytochemical screening is an essential preliminary step, as it highlights the major families of constituents associated with biological activities. The results obtained for T. polium flowering tops (Table 8) reveal a wealth of primary and secondary metabolites. Indeed, our plant is rich in proteins, lipids (sterols and triterpenes), carbohydrates (oses and holosides), and mucilage, as well as a marked set of polyphenols, particularly flavonoids (anthocyanins and flavones) and tannins. Saponins are also present. However, no alkaloids (tested using Mayer, Dragendorff, and Wagner reactions) or leucoanthocyanins were detected. The abundance of polyphenols is consistent with the findings obtained by Sharifi-Rad et al., who showed that the flowering stage corresponds to high levels in T. polium [52]. Furthermore, these results are consistent with the literature, as many researchers have confirmed the presence of primary metabolites, polyphenols, and flavonoids in T. polium [53,54].
Table 8.
Phytochemical screening of T. polium flowering tops.
| Category | Chemical Groups | T. polium | ||
|---|---|---|---|---|
| Secondary metabolites | Tannins | Catechin tannins | + | |
| Gallic tannins | + | |||
| Flavonoids | + | |||
| Cyanidin reaction | Flavone | |||
| Leucoanthocyanins | − | |||
| Anthocyanins | + | |||
| Saponins | + | |||
| Alkaloids | − | |||
| Reducing compounds | + | |||
| Monosaccharides et holosides | + | |||
| Mucilages | + | |||
| Sterols and triterpenes | + | |||
| Primary metabolites | Polysaccharides | + | ||
| Reducing sugars (glucose and fructose) | + | |||
| Proteins | Biuret test | − | ||
| xanthoproteic reaction | + | |||
| Lipids (Liebermann–Burchard reaction) | + | |||
(+): present; (−): absent.
3.4. Diversity of Volatile Constituents in T. polium
3.4.1. EO Yield and Quality Control
Quality control of T. polium EO indicated a density of 0.931 g/mL at 20 °C and an organoleptic profile characterized by a dark-yellow color and a strong, pronounced aroma (Table 9). This density falls within the ranges reported for several Lamiaceae species described in the European Pharmacopoeia.
Table 9.
Organoleptic and physicochemical properties of T. polium EO.
| Plant | Properties | |||
|---|---|---|---|---|
| Yield % | Density (g/mL, 20 °C) | Color | Odor | |
| T. polium | 0.72 ± 0.02 | 0.931 ± 0.04 | Dark yellow | Strong aroma |
The EO yield was 0.72% (Table 9), which lies within the range reported for T. polium (0.20–1.65%), depending on geographic origin and phenological stage [55,56]. This yield is higher than that reported in Algeria by Belmekki et al. (0.21%) [57] and lower than the highest value described in Saudi Arabia (1.65%) [58]. Comparable yields were also reported by El Atki et al. for two Moroccan subspecies of T. polium (0.90% and 0.75%) [10].
3.4.2. GC–MS Chemical Profiling of T. polium EO
The chromatogram obtained from GC-MS analysis of the EO extracted from the flowering tops of T. polium is shown in Figure 2. The percentages of metabolite classes identified for this species are described in Figure 3.
Figure 2.
Normalized GC–MS chromatographic profile of the studied T. polium EO.
Figure 3.
Distribution of the main chemical classes in T. polium EO.
The chemical composition of the EO is presented in Table 10. The GC–MS profile was dominated by monoterpene hydrocarbons (48.60%) and oxygenated sesquiterpenes (28.36%), followed by sesquiterpene hydrocarbons (13.94%) and oxygenated monoterpenes (9.11%). The major constituents were limonene (24.13%), β-pinene (10.10%), α-pinene (7.89%), β-eudesmol (10.48%), and α-muurolol (8.10%). Additional notable compounds included (E)-caryophyllene (2.84%), caryophyllene oxide (1.25%), and (E)-nerolidol (1.35%). Limonene is widely documented for anti-inflammatory and antimicrobial activities [59]. Pinene isomers have been associated with antibacterial and anti-inflammatory effects and have also been discussed as potential modulators of antibiotic resistance, particularly in EOs from conifers and Lamiaceae [60]. Oxygenated sesquiterpenes such as β-eudesmol and α-muurolol have shown anti-inflammatory, neuro-/cytoprotective, and antibacterial signals in recent experimental models [61]. In addition, caryophyllene oxide is frequently implicated in the antifungal activity of EOs, whereas nerolidol has been reported to inhibit bacterial biofilm formation [62].
Table 10.
Chemical composition of T. polium EO (GC–MS).
| N° | KI | Compound | Area (%) |
|---|---|---|---|
| 1 | 930 | α-Thujene | 1.53 |
| 2 | 939 | α-Pinene | 7.89 |
| 3 | 975 | Sabinene | 1.73 |
| 4 | 979 | β-Pinene | 10.1 |
| 5 | 990 | Myrcene | 1.98 |
| 6 | 1017 | α-Terpinene | 0.38 |
| 7 | 1029 | Limonene | 24.13 |
| 8 | 1059 | γ-Terpinene | 0.86 |
| 9 | 1096 | Linalool | 0.49 |
| 10 | 1139 | trans-Pinocarveol | 1.15 |
| 11 | 1164 | Pinocarvone | 0.7 |
| 12 | 1177 | Terpinen-4-ol | 2.72 |
| 13 | 1195 | Myrtenal | 0.82 |
| 14 | 1229 | cis-Carveol | 0.72 |
| 15 | 1237 | Pulegone | 0.49 |
| 16 | 1243 | Carvone | 1.39 |
| 17 | 1343 | Piperitenone | 0.63 |
| 18 | 1376 | α-Copaene | 0.98 |
| 19 | 1419 | (E)-Caryophyllene | 2.84 |
| 20 | 1454 | α-Humulene | 0.82 |
| 21 | 1471 | Dehydro-sesquicineole | 2.38 |
| 22 | 1481 | Germacrene D | 2.09 |
| 23 | 1490 | β-Selinene | 1.74 |
| 24 | 1500 | Bicyclogermacrene | 0.52 |
| 25 | 1513 | γ-Cadinene | 1.51 |
| 26 | 1523 | δ-Cadinene | 3.44 |
| 27 | 1544 | cis-Sesquisabinene hydrate | 0.65 |
| 28 | 1549 | Elemol | 1.67 |
| 29 | 1563 | (E)-Nerolidol | 1.35 |
| 30 | 1583 | Caryophyllene oxide | 1.25 |
| 31 | 1642 | 3-iso-Thujopsanone | 0.51 |
| 32 | 1646 | α-Muurolol | 8.1 |
| 33 | 1650 | β-Eudesmol | 10.48 |
| 34 | 1684 | epi-α-Bisabolol | 1.41 |
| 35 | 1736 | Eremophilone | 0.56 |
| Monoterpene hydrocarbons | 48.6% | ||
| Oxygenated monoterpenes | 9.11% | ||
| Sesquiterpene hydrocarbons | 13.94% | ||
| Oxygenated sesquiterpenes | 28.36% | ||
| Total | 100% | ||
KI: Kovats retention index.
The EOs from Teucrium species are mainly formed by sesquiterpenes (germacrene D and β-caryophyllene) and also some monoterpenes (α- and β-pinene) [7]. In contrast, volatile oils extracted from a cohort of Iranian plants (Kashan region) showed α-pinene as the principal compound (9.67%), followed by β-caryophyllene (8.07%), β-pinene (5.04%) and nerolidol (4.94%), providing an alternate terpene profile [63]. On the other hand, the abundance of α-humulene (19.99%), β-pinene (16.94%) and spathulenol (8.40%) in EO harvested from eastern Algeria indicates a rather sesquiterpene hydrocarbon-dominated chemotype, with respect to the current one, which is more related to limonene and oxygenated sesquiterpenes [64]. In contrast, a similar profile to that in our study was other- recorded in Algeria and was dominated by monoterpene hydrocarbons with limonene (34.7%), α-pinene (25.4%) and β-pinene (8.6%) [65]. In Morocco, Benali et al. reported a chemotype mainly characterized by β-pinene (19.82%), germacrene D (18.33%), α-cadinol (6.83%) and limonene (5.71%), and El Atki et al. described separate profiles according to the subspecies, supporting that site, climate and time of harvest greatly influence chemodiversity [10,66]. This intra-specific and geographic variability may possibly be responsible for the different biological activities, with various potential applications which could explain the wide range of traditional uses described for T. polium EO.
3.5. Extraction Yields and Contents of Total Polyphenols, Flavonoids, and Condensed Tannins
Extraction yields as well as the total amounts of polyphenols, flavonoids, and tannins were evaluated in three sets of extracts from T. polium (decoction, aqueous extract, and hydroethanolic extract). The variation was found to be significant according to both the extraction solvent and the procedure (Table 11).
Table 11.
Extraction yields and phenolic contents of T. polium extracts.
| Extract | Extraction Yield (%) | Total Polyphenols (mg GAE/g Extract) | Total Flavonoids (mg QE/g Extract) | Catechin Tannins (mg CE/g Extract) |
|---|---|---|---|---|
| Decoction | 20.98 ± 0.55 | 144.72 ± 6.70 | 9.82 ± 0.08 | 12.31 ± 0.23 |
| Aqueous extract | 23.91 ± 0.58 | 139.97 ± 0.96 | 11.94 ± 0.30 | 11.52 ± 0.22 |
| Hydroethanolic extract | 20.56 ± 0.99 | 196.21 ± 1.92 | 21.44 ± 0.38 | 10.10 ± 0.03 |
The extraction recovery was greatest in the aqueous extract (23.91 ± 0.58%), followed by the decoction (20.98 ± 0.55%) and hydroethanolic extract (20.56 ± 0.99%). This observation is in agreement with studies that indicated water as the best extraction solvent in many cases, primarily because of co-extraction of highly polar constituents [67]. Nevertheless, the level of phenolic metabolites in the aqueous extract was lower than the hydroethanolic one even though it had a higher yield. In fact, the hydroethanolic extract showed the highest total polyphenol (196.21 ± 1.92 mg GAE/g extract) and flavonoid (21.44 ± 0.38 mg QE/g extract) contents, surpassing significantly both the decoction (144.72 ± 6.70 mg GAE/g and 9.82 ± 0.08 mg QE/g, respectively) and the aqueous extract (139.97 ± 0.96 mg GAE/g and 11.94 ± 0.30 mg QE/g). These results also verify the efficacy of water/ethanol mixtures, which have intermediate polarity, allowing for the solubilization of a wider range of phenolic constitutions.
In the case of catechin-type tannins, the opposite occurred, with the decoction being richer (12.31 ± 0.23 mg CE/g extract), followed by the aqueous extract (11.52 ± 0.22 mg CE/g extract); finally, the hydroethanolic extract presented a lower amount (10.10 ± 0.03 mg CE/g). This implies that the action of heat (warming) in the decoction could improve the extraction of condensed tannins; however, some other flavonoids (quite often more thermolabile entities) might also undergo partial degradation after prolonged heating.
In general, these results are in agreement with previous reports. El Atki et al. observed that the polyphenol and flavonoid contents in hydroalcoholic extract from T. polium were significantly higher than those in aqueous extracts and proposed the mixed solvent system to be an efficient extractant for phenolic plant material [8]. The work by Antony et al. and that of Pizzi et al. reported that hot extraction methods such as decoction can promote the recovery of condensed tannins, whilst other thermosensitive flavonoids may suffer degradation under heating [68,69].
On one hand, the overall polyphenol contents reported in the present study tend to be at least on the higher limit of previously published values for T. polium, depending on solvent system and extraction protocol [8,70]. A previous work described an ethanolic extract which contained 227.43 mg GAE/g and 20.78 mg QE/g, similar to the values obtained in this work for flavonoids but with a slightly higher concentration of polyphenols, confirming the efficacy of hydroalcoholic solvents in extracting these metabolites [54]. Regarding the aqueous extract, Ait Chaouche et al. recorded superior TPC (184.84 mg GAE/g extract) and TFC (38.95 mg QE/g extract) compared with what was obtained here, which could be a result of chemotype, climatic conditions, geographical location and the time of harvesting [70].
3.6. Analysis and Identification of Polyphenols in T. polium Extracts by HPLC/UV–ESI–MS
The T. polium extracts were then examined with liquid chromatography–mass spectrometry (HPLC/UV–ESI–MS) in negative ionization mode. The corresponding chromatographic profiles are shown in Figure 4.
Figure 4.
HPLC/UV–ESI–MS chromatograms of T. polium extracts: (a) decoction; (b) hydroethanolic extract.
The annotation using HPLC/UV–ESI–MS discovered a wide spectrum of secondary metabolites in the hydroethanolic extract and decoction. In general, the identified compounds were predominantly flavonoids (53%), phenolic acids (19%), other polyphenolic compounds (13%), tannins (4%), terpenoids (6%) and hydroxycinnamic amides (2%). This predominance of phenolic compounds certifies the high polyphenol content in T. polium, which is known for its abundant flavones and phenolic acids. The latter results are in line with those obtained by Özer et al. (2017) [71] and Chabane et al. (2021) [72] indicating that phenolic acids are overwhelmingly responsible for providing the intrinsic antioxidant capacity of such species, as suggested by Moghadam et al. (2022) [73].
Comparison of the two extracts showed distinct qualitative and quantitative differences. The decoction was particularly abundant in phenolic acids (caffeic, cinnamic, quinic, chlorogenic, diferulic, and rosmarinic acids), as well as flavonoids such as myricetin, catechin 3-O-rhamnoside luteolin and apigenin.
In contrast, the hydroethanolic extract had higher contents of glycosylated flavonoids (e.g., quercetin 3-O-glucoside and luteolin 7-O-rutinoside) and some typical polyphenols, such as teucardoside, epigallocatechin gallate, and acteoside, due to the solubilizing properties of the water/ethanol system. This distributions is consistent with the results obtained by Özer et al. (2017) [71], who reported that solvent polarity has a strong impact on extract composition: decoctions usually show higher levels of free phenolic acids, whilst glycosylated flavonoids are readily extracted from ethanolic systems. Concordant results were demonstrated by Noumi et al. (2020) [74], highlighting the importance of the choice of solvent for the recovery of different polyphenolic profiles.
With respect to the major compounds, epicatechin was most abundant in the decoction (38.63%), followed by catechin 3-O-rhamnoside (12.11%) and naringenin 7-O-glucosid (2.88%), suggesting that the majority of flavonoids were catechin derivatives. Hydroethanolic extract also showed significant contents of epicatechin (56.91%), quercetin 3-O-glucoside (3.38%), luteolin (4.61%) and apigenin (4.37%). Epicatechin, luteolin and apigenin were detected in both extracts. These findings are consistent with Moghadam et al. (2022) [73], who pointed out the common predominance of these flavonoids using diverse extraction methods and indicated their importance as potential chemical markers for this species.
The fact that epicatechin, luteolin, and apigenin were uniformly identified in all extracts supports their evaluation as specific components to be considered chemical markers of T. polium. The complete annotated compounds and their relative levels are listed in Table 12, which demonstrates the differences between the decoction and hydroethanolic extract in terms of phenolic and flavonoid composition in a solvent-dependent manner.
Table 12.
Compounds identified by HPLC/UV–ESI–MS in T. polium extracts. (D: decoction; H.E.: hydroethanolic extract.)
| N° | RT | Molecule | Class | Exact Weight | [M−H]− (m/z) | Ion Fragments (m/z) | Area (%) | |
|---|---|---|---|---|---|---|---|---|
| D. | H.E. | |||||||
| 1 | 7.28 | Caffeic acid | Phenolic acid | 180 | 179.1 | 135-117 | 0.93 | - |
| 2 | 7.49 | Cinnamic acid | Phenolic acid | 148 | 147 | 147-103 | 0.80 | - |
| 3 | 7.74 | Quinic acid | Organic acid | 192 | 191.1 | 173-127 | 1.02 | - |
| 4 | 8.60 | Vanillic acid | Phenolic acid | 168 | 167 | 152-123-108 | 0.82 | 0.26 |
| 5 | 11.71 | Myricetin | Flavonoid | 318 | 317.1 | 287-179 | 0.72 | 0.15 |
| 6 | 12.75 | Gallocatechin | Flavonoid | 306 | 305.1 | 261-179-125 | 0.93 | - |
| 7 | 13.22 | Khayanthone | Phenolic compound | 570 | 569.1 | 507-465 | 1.97 | 2.46 |
| 8 | 13.43 | 4-Glucogallic acid | Tannin | 332 | 330.9 | 313-271-169 | - | 0.85 |
| 9 | 14.24 | Chlorogenic acid | Phenolic acid | 354 | 353.1 | 191-179 | 4.32 | 0.21 |
| 10 | 14.73 | Catechin 7-O-glucoside | Flavonoid | 452 | 451.1 | 289-179-165 | 0.84 | 0.65 |
| 11 | 15.93 | Naringenin 7-O-glucoside | Flavonoid | 434 | 433.2 | 271-151 | 2.88 | - |
| 12 | 16.14 | Cirsimaritin | Flavonoid | 314 | 313.1 | 298-269 | 2.57 | - |
| 13 | 16.27 | Teucardoside | Phenolic compound | 490 | 489.2 | 327-309 | - | 0.59 |
| 14 | 16.53 | Caffeoyl-feruloyltartaric acid | Phenolic acid | 488 | 487.1 | 325-179 | 0.86 | - |
| 15 | 16.92 | Tremuloidin | Phenolic compound | 390 | 389.1 | 389-269 | - | 0.19 |
| 16 | 17.14 | Loganic acid | Terpenoid | 376 | 375.1 | 213-169-151 | - | 0.15 |
| 17 | 17.27 | Catechin-3-O-rhamnoside | Flavonoid | 436 | 435.2 | 435-289 | 12.11 | - |
| 18 | 17.93 | Diferulic acid | Phenolic acid | 386 | 385.1 | 193-178-149 | 1.76 | 0.56 |
| 19 | 18.84 | Gallic acid 4-O-(6-galloylglucoside) | Tannin | 484 | 483.1 | 331-271-125 | 1.42 | - |
| 20 | 19.75 | Epicatechin | Flavonoid | 290 | 289.1 | 245-179-151 | 38.63 | 56.91 |
| 21 | 20.52 | Quercetin 3-O-glucoside | Flavonoid | 464 | 463.1 | 301-179 | - | 3.38 |
| 22 | 20.60 | Dihydrosamidine | Flavonoid | 388 | 387.1 | 343-223-197 | 3.06 | - |
| 23 | 20.9 | Acteoside | Phenolic compound | 624 | 623.2 | 461-315-161 | - | 1 |
| 24 | 21.04 | Wogonin 7-O-glucuronide | Flavonoid | 460 | 459.1 | 283-240 | 2.24 | 2.6 |
| 25 | 21.24 | Apigenin 7-O-glucoside | Flavonoid | 432 | 431 | 269-151-117 | 2.09 | - |
| 26 | 21.43 | Harpagide | Terpenoid | 364 | 363 | 345-183-165 | 1.75 | - |
| 27 | 21.49 | Luteolin 7-O-rutinoside | Flavonoid | 594 | 593.1 | 593-285 | - | 2.43 |
| 28 | 21.85 | 3-Hydroxyflavone | Flavonoid | 238 | 237 | 151-133 | 2.03 | 2.18 |
| 29 | 21.94 | Epigallocatechin gallate | Flavonoid | 458 | 457.1 | 331-169 | - | 1.58 |
| 30 | 22.29 | Apigenin 7-O-glucuronide | Flavonoid | 446 | 445.1 | 269-225-117 | 1.78 | - |
| 31 | 22.70 | Salicortin | Phenolic compound | 424 | 423.2 | 285-155-137 | 1.25 | - |
| 32 | 22.99 | Rosmarinic acid | Phenolic acid | 360 | 359.1 | 197-179-161-135 | 1.36 | 1.46 |
| 33 | 23.04 | Rhamnetin | Flavonoid | 316 | 315.2 | 300-165-151 | - | 1.03 |
| 34 | 23.37 | Salvigenin | Flavonoid | 328 | 327.2 | 312-283 | 1.08 | 1.67 |
| 35 | 23.43 | 3-Feruloyl-4-caffeoylquinic acid | Phenolic acid | 530 | 529.1 | 367-191-135 | - | 0.83 |
| 36 | 23.75 | 7-Methoxy-2-methylisoflavone | Flavonoid | 266 | 265.1 | 250-223 | 1.59 | - |
| 37 | 23.79 | Retusin | Flavonoid | 358 | 357.1 | 342-327 | - | 1.19 |
| 38 | 24.48 | Resveratrol | Phenolic compound | 228 | 227.1 | 185-143 | 0.87 | - |
| 39 | 25.15 | Cirsilineol | Flavonoid | 344 | 343.2 | 328-299-271 | 2.73 | - |
| 40 | 25.32 | Luteolin | Flavonoid | 286 | 285 | 175-133 | 4.08 | 4.61 |
| 41 | 25.57 | Apigenin | Flavonoid | 270 | 269 | 225-151-117 | - | 4.37 |
| 42 | 26.13 | Emmotin H | Terpenoid | 244 | 243.1 | 228-200-184 | - | 0.95 |
| 43 | 26.29 | Cirsiliol | Flavonoid | 330 | 329.1 | 314-285 | 1.53 | 3.6 |
| 44 | 26.88 | Hydroxycaffeic acid | Phenolic acid | 196 | 194.9 | 179-135 | - | 0.85 |
| 45 | 27.01 | Luteolin 7-O-glucuronide | Flavonoid | 462 | 461.3 | 285-175 | - | 1.55 |
| 46 | 27.38 | N-Caffeoylputrescine | Hydroxycinnamic amide | 250 | 249.1 | 179-135 | - | 0.53 |
| 47 | 27.70 | Acacetin | Flavonoid | 284 | 283.1 | 268-151 | - | 1.21 |
3.7. Antioxidant Activity of EO and Extracts of T. polium
The antioxidant potential of T. polium preparations was assessed using three complementary assays: DPPH radical scavenging, total antioxidant capacity (TAC), and ferric reducing antioxidant power (FRAP). The results are summarized in Table 13.
Table 13.
Antioxidant activities of T. polium extracts and EO (different assays).
| Extract | DPPH IC50 (µg/mL) |
FRAP EC50 (µg/mL) |
TAC (mg EAA/g) |
|---|---|---|---|
| Decoction | 27.07 ± 1.38 | 51.72 ± 1.08 | 316.60 ± 2.15 |
| Aqueous extract | 23.12 ± 0.04 | 40.18 ± 1.95 | 294.79 ± 11.03 |
| Hydroethanolic extract | 15.41 ± 1.04 | 30.65 ± 0.69 | 368.47 ± 6.14 |
| EO (mg/mL) | 24.06 ± 0.09 | - | - |
| Ascorbic acid | 2.71 ± 0.03 | 11.90 ± 0.36 | - |
3.7.1. Total Antioxidant Capacity (TAC)
The total antioxidant potential of aqueous and hydroethanolic extracts of T. polium according to the ammonium molybdate (phosphomolybdenum) method (mg AAE/g) is given in Figure 5. The method is based on the reduction of Mo (VI) to Mo (V) under acidic conditions, offering an overall estimation of the global reducing potential of extracts and thus demonstrating the cumulative influence of reducing agents like phenolics, as well as other primary/secondary metabolites.
Figure 5.
Total antioxidant capacity (TAC) of T. polium extracts.
The highest TAC value was recorded with the hydroethanolic extract (368.47 ± 6.14 mg AAE/g), followed by the decoction (316.60 ± 2.15 mg AAE/g) and the aqueous extract (294.79 ± 11.03 mg AAE/g). This ranking provides insights about the solubility of the extract and the efficiency of extraction, indicating a strong effect of the solvent system as well as the extraction condition. The hydroethanolic combination is a mid-level-polarity system that favors enhanced extraction of a high number of high-reducing-power constituents and, in our case, one which correlates with the highest total phenolics and flavonoids with at least a measurable catechin-type tannin fraction. Epicatechin (56.91%), luteolin (4.61%) and apigenin (4.37%) were the major metabolites determined in this extract, which could potentially strongly contribute to its redox activity.
Although total phenolic and flavonoid contents were slightly lower, the aqueous decoction showed an intermediate TAC presumably due to easily extracted water-soluble antioxidants such as chlorogenic acid (4.32%), luteolin (4.08%), and epicatechin (38.63%). On the contrary, the Soxhlet aqueous extract revealed the lowest TAC value; it might be attributed to partial decomposition of thermolabile phenolics and flavonoids on long heating exposure in hot solvent.
The Tanzanian Polium sample from the Errachidia region reported in the literature gave a higher TAC value for the aqueous extract (129.5 ± 3.19 mg AAE/g), followed by methanol (100 mg AAE/g) and ethanol (80 mg AAE/g) extracts, while ethyl acetate extract resulted in the least active one (21.70 ± 2.20 mg AAE/g) [75]. This solvent-driven trend is mostly due to the polarity effects (water drawing highly hydrophilic compounds; methanol removing polar or semi-polar molecules; ethanol favoring semi- rather than low-polarity fractions). Discrepancies from our results could be due to extraction temperature and protocol, as hot extraction can improve polar and semi-polar polyphenols release, as well ecogeographic variation (Errachidia: arid climatic zone; Taza: more temperate/humid), which could modulate secondary metabolism, hence apparent solvent hierarchy.
3.7.2. DPPH Radical Scavenging Activity
Free radical scavenging activity was first evaluated by the DPPH assay, which determines the free radical scavenging ability through the reduction of the stable radical 2,2-diphenyl-1-picrylhydrazyl. EO of T. polium had mid-range activity, with an IC50 (24.06 ± 0.09 mg/mL) that was significantly lower when compared with the phenolic-rich extracts. This finding agrees with the profile of chemical composition of the EO, whose main component was monoterpene hydrocarbons (48.6%), such as limonene (24.13%), β-pinene (10.10%) and α-pinene (7.89%), which normally have low direct antioxidant capacity. Oxygenated sesquiterpenes (28.36%), on the other hand, are possibly mostly responsible for the activity observed, with that of α- and β-eudesmol being 10.48%, that of α-muurolol being 8.10% and that of caryophyllene oxide being 1.25%, as they have oxygenated groups that may aid radical-quenching processes. Oxygenated monoterpenes (terpinen-4-ol, 2.72%; carvone, 1.39%) may also make a less pronounced contribution. Considering the high content of oxygenated compounds in the oil, its moderate antioxidant capacity probably arises from their synergy but is lower than that of phenolic-containing extracts and confirms the primary contribution of polyphenols to radical scavenging.
Figure 6 shows the IC50 DPPH values of the various extracts from T. polium. Significant differences among the extraction methods were observed for all extracts in terms of their antioxidant capacities (DPPH scavenging activity), indicating that both the solvent and operating conditions had a marked impact on antioxidant efficiency. Ascorbic acid was used as the standard.
Figure 6.
DPPH IC50 values of aqueous and hydroethanolic T. polium extracts.
The hydroethanolic extract showed the most potent activity (IC50 = 15.41 ± 1.04 µg/mL), followed by the aqueous extract (IC50 = 23.12 ± 0.04 µg/mL) and the decoction (IC50 = 27.07 ± 1.38 µg/mL). This gradient would support the higher recovery of antioxidant metabolites under the hydroethanolic system, with its intermediate polarity that allows for the co-extraction of different phenolic classes. The relatively weaker activity of aqueous extracts suggests that some antiradical compounds may require optimal contact time for efficient extraction; for example, prolonged hot extraction could also lead to partial destruction of thermosensitive components.
Furthermore, flavonoids have been identified as potent antioxidants [76] and seem to be the major cause of the observed differences between the extracts. The decoction had 77.83% flavonoids, while cell wall-bound flavonoids were 89.111%; this challenges the hydroethanolic extract as far as total indicators of flavonoid content are concerned. That the ratio between aglycone and glucosides seems to play a central role is also indicated by the fact that the hydroethanolic extract shows a higher portion of aglycones (78.5%) than the decoction (55.89%), while the decoction is richer in glycosylated flavonoids (21.94%) than the hydroethanolic extract (10.61%).
Of the identified flavonoids, apigenin and rhamnetin (which are unique to the hydroethanolic extract) combined account for 5.4%, while cirsiliol concentration is 2.35-fold higher than in the decoction. These three flavones are known for their antioxidant activity [77,78,79,80] and may contribute to the much higher effectiveness of the hydroethanolic extract. On the other hand, apigenin glycosides, amounting to 3.87% in the decoction, are usually reported to be less active in comparison with their corresponding aglycones. This explanation is supported by a comparative study which demonstrated that glycosylation decreases in vitro antioxidant activity [81], which would be in keeping with the mechanism proposed.
Catechin-type compounds are also responsible for the high activity of the hydroethanolic extract, as demonstrated by Boulmokh et al. [82]. An in vitro standard, the reference radical trapper epigallocatechin gallate (1.58%), was found in this extract.
Also, epicatechin, another known antioxidant, was found to be in greater percentage abundance in the hydroethanolic extract (56.91%) than in the decoction (38.63%) [83]. This profile of phytochemicals, characterized by high content in aglycones and catechins with high reducing power, can justify the excellent antiradical activity of the hydroethanolic extract.
When compared with the available literature (Table 14), extracts from most regions are less active. For instance, Soxhlet extracts with 100% ethanol extracted in Algeria showed lower antiradical power (PAR of 49.23 and 50.58), meaning that possibly purely organic solvents retrieved a narrower focused fraction of polar antioxidants [54,84]. Regional variations could also be due to pedoclimatic factors (e.g., altitude, temperature, and solar exposure), which regulate polyphenol biosynthesis and consequently extract composition.
Table 14.
IC50, EC50, and PAR values of T. polium extracts.
| Authors | Locality | Extract | IC50 (µg/mL) | EC50 | PAR |
|---|---|---|---|---|---|
| Our results | Taza, Morocco | Soxhlet, [EtOH-H2O] | 15.41 ± 1.04 | 0.64 ± 0.04 | 155.74 ± 10.51 |
| Our results | Taza, Morocco | Soxhlet, H2O | 23.12 ± 0.04 | 0.96 ± 0.00 | 103.81 ± 0.18 |
| Our results | Taza, Morocco | Decoction, H2O | 27.07 ± 1.38 | 1.13 ± 0.06 | 88.66 ± 4.52 |
| Stankovic et al., 2012 [85] | Suva Planina, Serbia | Maceration, H2O | 56.4 ± 1.53 | 1.41 ± 0.04 | 70.92 ± 1.92 |
| Stankovic et al., 2012 [85] | Suva Planina, Serbia | Maceration, MeOH | 59.37 ± 0.76 | 1.48 ± 0.02 | 67.37 ± 0.86 |
| Bendjabeur et al., 2018 [84] | Bouira, Algeria | Soxhlet, absolute EtOH | 47.45 ± 0.29 | 1.98 ± 0.01 | 50.58 ± 0.31 |
| Timizar et al., 2024 [54] | Bouira, Algeria | Soxhlet, EtOH 80% | 65 | 2.03 | 49.23 |
Similarly, Serbian samples macerated in water or methanol presented PAR of 70.92 ± 1.92 and 67.37 ± 0.86, respectively [85], indicative of moderate activity, which is expected when using solvents that are possibly less apt to simultaneously extract polar and semi-polar antioxidants.
Overall, the present extracts from T. polium, especially the hydroethanolic combination (7:3), was one of the most active extracts reported, meaning not only that phenolic content was abundant in the plant material but also that intermediate-polarity solvents are appropriate for the recovery of antioxidant potential.
3.7.3. Ferric Reducing Antioxidant Power (FRAP)
FRAP results confirmed this trend (Figure 7), meaning that the hydroethanolic extract had a lower EC50 (30.65 ± 0.69 µg/mL), followed by the aqueous extract (40.18 ± 1.95 µg/mL) and the decoction (51.72 ± 1.08 µg/mL). This order might be justified by the presence of a higher content of flavan-3-ols (mainly epicatechin) and aglycone flavones/flavanols (luteolin and apigenin) in the EtOH/H2O extract exhibiting high efficiency in donating electrons, thus reducing the Fe3+ complex into Fe2+ in the FRAP system [86]. In contrast, simple phenolic acids are still reducing agents but, as a rule, less strong than polyhydroxylated flavonoids, which can account for the lower FRAP response of the decoction, which is richer in simpler phenolics and glycosyl forms [87].
Figure 7.
FRAP EC50 values of aqueous and hydroethanolic T. polium extracts.
In comparison with published research, El Atki et al. found EC50 of 395 µg/mL (ethanolic extract) and 456 µg/mL (aqueous extract), whereas El-Guourrami et al. studied a decoction; these values are significantly higher as compared with those obtained in the present study (lower activity) and point out the impact of solvent, extraction method, and chemotype on antioxidant activity optimization [8,88].
3.8. Antimicrobial Properties of T. polium EO and Extracts
3.8.1. Susceptibility of Microbial Strains to Antibiotics and Antifungals
The susceptibility of a microorganism to one or more antibacterial or antifungal agents is ascertained with antibiograms and antifungalgrams. Bacterial susceptibility testing was performed with the automated BD Phoenix or VITEK 2 instrument, and fungal susceptibility was tested on microdilution plates. The MICs (µg/mL) are listed in Table 15 and Table 16.
Table 15.
MIC (µg/mL) of terbinafine against the tested fungal strains.
| Microorganism | Terbinafine |
|---|---|
| Candida albicans | 12.500 |
| Candida dubliniensis | 3.125 |
| Candida tropicalis | 12.500 |
| Candida parapsilosis | 6.250 |
| Aspergillus niger | 3.125 |
Table 16.
MIC (µg/mL) of antibiotics determined by BD Phoenix and VITEK2 for selected strains.
| Microorganism | Reference | MIC (µg/mL) Identification and Antibiogram Instrument BD Phoenix™ VITEK2 |
||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GEN | AMC | VAN | SXT | IMP | AMP | CIP | CRO | ERY | TET | OXA | CAZ | LEV | ||
| S. aureus BLACT | 4IH2510 | <0.5 | 2 | <10 | ||||||||||
| S. aureus | 2DT2220 | >8 | >8 | >4/76 | >32 | >8 | >1 | >4 | ||||||
| S. epidermidis | 5994 | 2 | >8 | >4/76 | ||||||||||
| E. cloacae | 02EV317 | >4 | >8/2 | >4/76 | ||||||||||
| Escherichia coli | 3DT1938 | 2 | 8/2 | ≤1/19 | ||||||||||
| K. pneumoniae | 3DT1823 | ≤1 | ≤2/2 | ≤1/19 | ||||||||||
| A. baumannii | 2356 | >8 | >32/2 | >8/152 | >8 | >16 | >1 | >4 | >16 | >4 | ||||
| E. coli ESBL | 2DT5765 | >16 | >32/2 | >320 | 1 | >32 | >4 | >64 | ||||||
| E. cloacae | 6412 | >8 | >32/2 | >8/152 | 4 | >16 | >1 | >4 | >16 | >4 | ||||
| K. pneumoniae | 5694 | 8 | >32 | 40 | 8 | >32 | >4 | >64 | ||||||
| P. aeruginosa | 5824 | >4 | >8/2 | >4/76 | >8 | >32 | >4 | >64 | ||||||
GEN: gentamycin; AMC: amoxicillin–clavulanate; VAN: vancomycin; SXT: trimethoprim–sulfamethoxazole; IMP: imipenem; AMP: ampicillin; CIP: ciprofloxacin; CRO: ceftriaxone; ERY: erythromycin; TET: tetracycline; OXA: oxacillin; CAZ: ceftazidime; LEV; levofloxacin.
3.8.2. Antimicrobial Activity of EO and Extracts of T. polium
The MIC, MBC, and MFC values of T. polium EO and extracts are presented in Table 17.
Table 17.
MIC, MBC, and MFC (mg/mL) of T. polium EO and extracts.
| Extract/Strain | Decoction | Hydroethanolic | Aqueous | EO | |||||
|---|---|---|---|---|---|---|---|---|---|
| MIC | MBC/MFC | MIC | MBC/MFC | MIC | MBC/MFC | MIC | MBC/MFC | ||
| Bacteria | Enterobacter cloacae 02EV317 | 50 | 50 | 25 | 50 | >50 | >50 | 25 | 25 |
| Klebsiella pneumoniae 3DT1823 | 50 | 50 | 50 | 50 | >50 | >50 | 25 | 25 | |
| Escherichia coli sauvage 3DT1938 | 50 | 50 | 50 | 50 | >50 | >50 | 25 | 25 | |
| Staphylococcus aureus BLACT 41H2510 | 25 | 50 | 50 | 50 | >50 | >50 | 50 | 50 | |
| Staphylococcus epidermidis 5994 | 50 | 50 | 50 | 50 | >50 | >50 | 25 | 25 | |
| Fungi | Candida albicans | 12.5 | 12.5 | 12.5 | 12.5 | 12.5 | 25 | 4.69 | 9.38 |
| Candida dubliniensis | 12.5 | 25 | 6.25 | 12.5 | 6.25 | 12.5 | 9.38 | 9.38 | |
| Candida tropicalis | 6.25 | 6.25 | 6.25 | 6.25 | 6.25 | 6.25 | 9.38 | 9.38 | |
| Candida parapsilosis | 50 | 50 | 12.5 | 12.5 | 25 | 50 | 9.38 | 9.38 | |
| Aspergillus niger | 50 | 50 | 50 | 50 | 50 | 50 | 1.17 | 2.34 | |
In general, the EO of T. polium was found to be more potent than the extracts against all examined bacteria and fungi, especially in Enterobacteriaceae (E. cloacae, K. pneumoniae and E. coli). Regarding these Gram-negative species, the MIC and MBC of the EO were the same (25 mg/mL), indicating a bactericidal effect, whereas the hydroethanolic extract and the decoction in general showed higher MICs (50 mg/mL), and the aqueous extract remained ineffective at >50 mg/mL. In addition, S. aureus was more sensitive to the decoction (MIC = 25 mg/mL) than to EO (MIC = 50 mg/mL), and S. epidermidis kept on being inhibited by an EO MIC value equaling 25 mg/mL. E. cloacae was particularly resistant to some of the antibiotics used (gentamicin, amoxicillin–clavulanate, and trimethoprim–sulfamethoxazole), which the EO effectively inhibited. This finding is consistent with the hypothesis that EO has targets other than classical β-lactam and antifolate targets, which should be mainly represented by membrane-active effects inducing ionic homeostasis imbalance [89].
This activity is in keeping with the lipophilic constitution of EO, a mixture of monoterpenes (limonene and pinenes) and oxygenated sesquiterpenes (β-eudesmol), which are known to increase membrane permeability, disrupt transmembrane gradients, and also modulate virulence-connected traits, including in multidrug-resistant phenotypes [90,91]. On the other hand, extracts rich in phenolics (aglycone flavonoids, phenolic acids and tannins) are mainly related to efflux pump inhibition, metal chelation and interference with enzymes. These mechanisms may confer increased activity against Gram-positives (interaction with peptidoglycan and teichoic acids), yet they are usually thwarted by their outer-membrane permeability barrier in Gram-negatives [92,93]. Regarding fungi, compared with the extracts, the EO was more active against Candida spp., with MICs of 4.69–9.38 mg/mL, and A. niger, with 1.17 mg/mL. On the other hand, extracts showed MIC values ranging from 6.25 to 50 mg/mL. The three extracts showed the highest activity against C. tropicalis (MIC = 6.25 mg/mL). The hydroethanolic and aqueous extracts had the same MIC (6.25 mg/mL) against C. dubliniensis, and only moderate activity against A. niger (MIC = 50 mg/mL).
The antifungal effects of EO are ascribed to the presence of monoterpenes and other components, which can block ergosterol biosynthesis and PM-ATPase activity, causing the loss of cell membrane integrity in Candida spp. The presence is consistent with a membrane/ergosterol-based pharmacodynamic profile, with the high sensitivity of A. niger reported here fulfilling that criterion. Moreover, β-eudesmol has been reported to possess antimicrobial and anti-inflammatory effects, which may synergize the overall activity of EO [94,95,96]. Compared with the literature, our results are in harmony with previous observations indicating that while T. polium EOs are more powerful when compared with extracts, such variation is species-specific. For example, Ben Othman and others (Tunisia) found that pinene-enriched EO (α and β) was the most efficient against Proteus mirabilis, S. aureus and C. freundii but not effective against A. fumigatus [16]. This response parallels our finding that EOs are overall superior to extracts but variable among species; differences in efficacy may be due to chemotype and methodological variation [16]. In Morocco, El Atki et al. noted significant EO activity (as the MIC) against nosocomial bacteria, particularly S. aureus and A. baumannii (MIC = 2.81 mg/mL), and lower activity against P. aeruginosa (MIC = 5.62 mg/mL), in agreement with our results of dependence on bacterial strains as well as on Gram type [10]. Regarding extracts, Alreshidi et al. demonstrated good activity against A. baumannii and S. pyogenes; moderate activity vs. P. aeruginosa, P. mirabilis and E. cloacae (MIC = 25 mg/mL); and varying responses to S. aureus. This is consistent with our observation that the hydroethanolic extract and the decoction were less active than the EO against Enterobacteriaceae but could present a better comparison against S. aureus [11]. With regard to antifungal activity, Alreshidi and colleagues reported low and moderate inhibition of Candida spp. and less pronounced effects against Aspergillus spp. with a methanolic extract, and this is in overall agreement with our extract data [11]. In contrast, the findings obtained by Ben Othman et al. are not in line with our highly potent inhibition of A. niger, which serves to underline interspecies variability and established EO composition-dependent fungal inhibitory activity [16].
3.8.3. Synergistic Antimicrobial Activity of T. polium EO in Combination with Antibiotics
The fractional inhibitory concentration index (FICI) values of T. polium EO in combination with conventional antibiotics are presented in Table 18 and were calculated using the chequerboard assay. Among the 49 planned EO–antibiotic pairs, 25 combinations yielded interpretable FICI values (the remaining pairs were not evaluable because at least one MIC was outside the tested concentration range and is reported as “-”). Within the interpretable dataset, three interactions were synergistic (FICI ≤ 0.5), eleven were additive (0.5 < FICI ≤ 1), and eleven were indifferent (1 < FICI < 4).
Table 18.
FICI values for combinations of T. polium EO with antibiotics (checkerboard assay).
| Strain | Compounds | MIC (mg/mL) | FIC | FICI | Output | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Alone | In Combination | |||||||||
| EO | ATBs | EO | ATBs | EO | ATBs | EO | ATBs | |||
| K. pneumoniae 5694 | T. polium | GEN | 50 | 0.512 | 1.56 | 0.256 | 0.0312 | 0.5 | 0.5312 | Additive |
| IMP | 50 | <0.016 | <0.39 | <0.016 | - | - | - | - | ||
| CIP | 50 | 1.024 | 50 | 2.048 | 1 | 2 | 3 | Indifferent | ||
| CRO | 50 | >2.048 | 50 | >2.048 | 1 | 1 | Additive | |||
| AN | 50 | 0.256 | 3.125 | 0.064 | 0.0625 | 0.25 | 0.3125 | Synergistic | ||
| ERT | 50 | <0.016 | <0.39 | <0.016 | - | - | - | - | ||
| CAZ | 50 | >2.048 | 50 | >2.048 | 1 | - | - | - | ||
| P. aerogenosa 5824 | GEN | 50 | <0.016 | <0.39 | <0.016 | - | - | - | - | |
| IMP | 50 | 0.032 | 0.39 | 0.032 | 0.0078 | 1 | 1.0078 | Indifferent | ||
| CIP | 50 | <0.016 | <0.39 | <0.016 | - | - | - | - | ||
| CRO | 50 | 1.024 | 50 | 1.024 | 1 | 1 | 2 | Indifferent | ||
| AN | 50 | <0.016 | <0.39 | <0.016 | - | - | - | - | ||
| ERT | 50 | 0.128 | 25 | 0.128 | 0.5 | 1 | 1.5 | Indifferent | ||
| CAZ | 50 | 2.048 | 50 | >2.048 | 1 | - | - | - | ||
| A. baumannii 2356 | GEN | 25 | 0.512 | 50 | 0.256 | 2 | 0.5 | 2.5 | Indifferent | |
| IMP | 25 | 0.256 | 6.25 | 0.128 | 0.25 | 0.5 | 0.75 | Additive | ||
| CIP | 25 | 1.024 | 6.25 | 0.512 | 0.25 | 0.5 | 0.75 | Additive | ||
| CRO | 25 | >2.048 | 25 | >2.048 | 1 | - | - | - | ||
| CAZ | 25 | 1.024 | 3.125 | 0.512 | 0.125 | 0.5 | 0.625 | Additive | ||
| E. cloacae 6412 | GEN | 50 | >2.048 | >50 | >2.048 | - | - | - | - | |
| IMP | 50 | 0.256 | 25 | 0.128 | 0.5 | 0.5 | 1 | Additive | ||
| CIP | 50 | 1.024 | 1.56 | 0.512 | 0.0312 | 0.5 | 0.5312 | Additive | ||
| CRO | 50 | >2.048 | >50 | >2.048 | - | - | - | - | ||
| AN | 50 | 0.128 | 3.125 | 0.064 | 0.0625 | 0.5 | 0.5625 | Additive | ||
| ERT | 50 | 0.128 | 12.5 | 0.256 | 0.25 | 2 | 2.25 | Indifferent | ||
| CAZ | 50 | >2.048 | >50 | >2.048 | - | - | - | - | ||
| S. aureus BLACT 4IH2510 | GEN | 50 | 0.512 | 12.5 | 0.512 | 0.25 | 1 | 1.25 | Indifferent | |
| IMP | 50 | <0.016 | 0.39 | 0.016 | 0.0078 | - | - | - | ||
| CIP | 50 | 0.256 | 25 | 0.512 | 0.5 | 2 | 2.5 | Indifferent | ||
| CRO | 50 | 2.048 | 25 | 0.256 | 0.5 | 0.125 | 0.625 | Additive | ||
| AN | 50 | 2.048 | >50 | >2.048 | - | - | - | - | ||
| ERT | 50 | 0.016 | 0.39 | <0.016 | 0.0078 | - | - | - | ||
| CAZ | 50 | 2.048 | 1.56 | 0.016 | 0.0312 | 0.0078 | 0.039 | Synergistic | ||
| VAN | 50 | 2.048 | >50 | >2.048 | - | - | - | - | ||
| S. aureus 2DT2220 | GEN | 50 | 2.048 | >50 | >2.048 | - | - | - | - | |
| IMP | 50 | 0.512 | 3.125 | 1.024 | 0.0625 | 2 | 2.062 | Indifferent | ||
| CIP | 50 | 1.024 | 25 | >2.048 | 0.5 | - | - | - | ||
| CRO | 50 | 2.048 | >50 | >2.048 | - | - | - | - | ||
| AN | 50 | 0.512 | 25 | 0.128 | 0.5 | 0.25 | 0.75 | Additive | ||
| ERT | 50 | 0.128 | 25 | 0.256 | 0.5 | 2 | 2.5 | Indifferent | ||
| CAZ | 50 | >2.048 | >50 | >2.048 | - | - | - | - | ||
| VAN | 50 | >2.048 | >50 | >2.048 | - | - | - | - | ||
| E. coli ESBL 2DT5765 | GEN | 50 | 2.048 | >50 | >2.048 | - | - | - | - | |
| IMP | 50 | <0.016 | 0.39 | <0.016 | 0.0078 | - | - | - | ||
| CIP | 50 | 0.064 | 12.5 | 0.128 | 0.25 | 2 | 2.25 | Indifferent | ||
| CRO | 50 | 0.128 | 0.78 | 0.064 | 0.0156 | 0.5 | 0.5156 | Additive | ||
| AN | 50 | >2.048 | >50 | >2.048 | - | - | - | - | ||
| ERT | 50 | <0.016 | 0.78 | 0.016 | 0.0156 | - | - | - | ||
| CAZ | 50 | 1.024 | 0.78 | 0.128 | 0.0156 | 0.125 | 0.1406 | Synergistic | ||
The emergence of multidrug-resistant (MDR) bacterial pathogens has severely compromised the clinical efficacy of various classes of antibiotics. Therefore combination approaches based on EO and reference antibiotic pairings represent a promising strategy to improve antimicrobial effect and potentially avoid treatment failure [5,97]. Current study shows that T. polium EO had mainly synergistic effects when used against clinically relevant isolates resistant to several antibiotics. In particular, the best synergistic effects were noticed for K. pneumoniae with the use of amikacin (FICI = 0.3125), while for E. coli, a positive interaction can be observed, especially with ceftazidime (FICI = 0.1406) and ceftriaxone (FICI = 0.5156) treatments; very good synergy was also detected for S. aureus with ceftazidime (FICI = 0.039). Instead, additive or indifferent interactions were dominant in non-fermenters including P. aeruginosa and A baumannii and many additional antibiotic pairs. These results are of particular interest in a context of poor baseline antibiograms indicating high initial MICs for several antibiotic families.
Such results are in agreement with the synergistic mode of action frequently attributed to EO. T. polium EOs, high in monoterpenes (especially limonene and pinenes) and sesquiterpenes, have been described to interfere with bacterial membranes, to enhance the permeability of the envelope and improve the penetration of antibiotics into intracellular or periplasmic targets; in addition they may induce damage to macromolecules as DNA or proteins [91]. This membrane-active target accounts mechanistically for the observed synergy with amikacin against K. pneumoniae, given that by greater drug uptake to the 30S ribosomal target, MICs fall into the combination range. The same logic would also apply to E. coli with third-generation cephalosporins, as enhanced access of antimicrobial agents into the periplasmic space could improve their ability to interact with penicillin-binding proteins and thereby reduce MICs. Similarly, for the EO–ciprofloxacin pairing against E. cloacae, an additive effect was observed, which is compatible with combined permeabilization and reduced efflux, depending on the strain-specific resistance background.
Besides permeabilization, efflux pump activity is also inhibited by several EO components, which in turn promotes antibiotic retention within the cell and may be related to antibiotics that can be exported, such as fluoroquinolones. This mode may synergize membrane effects and participate in the lower MICs against ciprofloxacin, depending on the strain-specific resistance background [98]. Further to inhibition of biofilm formation, EO may act against both adhesion and QSS-related communication, with the eventual result being a reduction in phenotypic tolerance of bacteria to antibiotics [99].
The distribution of responses in different species and antibiotic classes probably mirrors diversity in cell-envelope structure and resistance determinants. P. aeruginosa and A. baumannii mainly displayed indifferent or additive effects, presumably due to their inherently low outer-membrane permeability and highly active efflux systems, which perhaps impede the effect of an EO that behaves as a moderate permeabilizer. By contrast, particularly for Enterobacteriaceae and S. aureus, the cumulative effects of permeabilization and efflux inhibition seem more often to be sufficient to yield reductions in antibiotic MICs (as seen with the above synergistic indices). In general, these findings are consistent with the increasing literature on the ability of EOs to augment antibiotic activity against both Gram-negative and Gram-positive bacteria, including MDR isolates, by multi-targeting mechanisms and mechanistic synergy.
Distressingly, however, a reduction in the MIC of a combination as measured in vitro will result in clinical benefit only if that combination’s MIC is below internationally defined susceptibility breakpoints [100]. Although the reduction in certain EO–antibiotic combinations was large in the current study, many combination MICs were high when compared with standard interpretive categories for the organisms tested.
From a translational perspective, the relatively high antibacterial MICs observed for the EO and extracts (often in the mg/mL range) suggest that direct systemic use of crude preparations is unlikely without formulation optimization. Because EO constituents are lipophilic and volatile, their bioavailability and local concentration at the infection site can be improved by encapsulation approaches such as nanoemulsions, liposomes, and lipid-based nanocarriers, which have been reported to enhance stability, control release, and antimicrobial efficacy of essential oils and to facilitate topical or localized delivery. Accordingly, future studies should prioritize standardized nanoformulations and toxicological assessments to evaluate whether the in vitro potentiation observed here can be achieved at clinically relevant exposures [101,102].
3.9. In Silico Molecular Docking of the Main Constituents of T. polium EO
Based on the synergistic activities observed between T. polium EO and antibiotics, an in silico study was conducted to evaluate the possible interactions between the main constituents of EO and the vital bacterial proteins responsible for resistance. These selected proteins included nine targets covering various resistance mechanisms. The binding energy for each ligand–protein complex is presented in Table 19, and the ratings are expressed in kcal/mol. The different interactions between the target proteins and the ligands with the highest binding affinity are described in Table 20.
Table 19.
Binding affinity of antibacterial target proteins for the selected ligands (kcal/mol).
| Compounds/Targets | 2V50 | 4WZ4 | 4S2I | 6RD3 | 3OCL | 4JF4 | 1BLZ | 1BTL | 2DHH |
|---|---|---|---|---|---|---|---|---|---|
| α-Pinene | −6.8 | −4.7 | −4.8 | −5.8 | −5.2 | −5.1 | −5.7 | −4.4 | −5.9 |
| β-Pinene | −6.7 | −4.7 | −4.9 | −5.9 | −5.1 | −5.1 | −5.8 | −4.5 | −5.4 |
| Limonene | −7.1 | −5.1 | −4.8 | −6 | −5 | −5.3 | −5.9 | −4.5 | −7.3 |
| α-Muurolol | −8.6 | −6 | −6 | −7.5 | −6.4 | −6.3 | −7.4 | −5.5 | −7.2 |
| β-Eudesmol | −8.5 | −6.6 | −6.2 | −7.5 | −6.8 | −6.7 | −7.7 | −6 | −8.5 |
Table 20.
Interactions between target proteins and ligands showing the highest binding affinity.
| Target/Compound | α-Muurolol | β-Eudesmol | ||
|---|---|---|---|---|
| 2D | 3D | 2D | 3D | |
| 2V50 |
|
|
|
|
| 4WZ4 |
|
|
|
|
| 6RD3 |
|
|
|
|
| 3OCL |
|
|
|
|
| 2DHH |
|
|
|
|
| 4JF4 |
|
|
|
|
| 1BLZ |
|
|
|
|
In sum, the docking findings provide a mechanistically consistent model to interpret experimental synergy. Oxygenated sesquiterpenes including β-eudesmol and α-muurolol revealed the lowest binding energies (about −6.0 to −8.6 kcal/mol) for various resistance targets, like RND efflux pumps (e.g., AcrB and MexB), β-lactam hydrolyzing enzymes (e.g., CTX-M, AmpC, TEM, and BlaZ), major outer-membrane porin (OmpK36) and cell-wall target (PBP). The more apolar monoterpenes (compounds with weaker binding in general; e.g., α-pinene and β-pinene) showed weaker binding at AcrB/MexB (approximately −4.0 to −6.8 kcal/mol), while limonene had an intermediate profile with stronger affinity for AcrB/MexB and moderate interactions with periplasmic enzymes.
An obvious, relatively direct mechanistic connection is apparent for combinations that include antibiotics whose activity is heavily afflicted by efflux. Highly predicted binding affinity of β-eudesmol and α-muurolol against AcrB (2DHH) and MexB (2V50) might rationalize functional impeding to RND pumps, which may lead up the intracellular accumulation of antibiotics, i.e., fluoroquinolones. Both AcrB and MexB are known contributors to multidrug resistance in Enterobacteriaceae and P. aeruginosa [103,104]. This finding is compatible with the synergism observed with ciprofloxacin on E. cloacae, to which the susceptibility of this compound is highly reduced through AcrB activity. Maintenance of neutral or hydrophobic ligands in the pump binding pocket may hinder conformational dynamics and restrict efflux, an effect that is becoming more commonly reported for RND pump inhibitors, which augment antibiotic activity by restricting binding-pocket plasticity [105].
Concurrently, the nature of docking energies for oxygenated sesquiterpenes against class A and C β-lactamases (CTX-M-15/TEM-1/AmpC) and BlaZ implicates a second, congruent lever beyond membrane permeabilization: the partial co-inhibition of enzymatic hydrolysis by occluding the active site entrance or a nearby pocket, which could prevent substrate turnover. This hypothesis is consistent with the substantial reduction in MICs for ceftazidime and ceftriaxone in ESBL-positive E. coli and for ceftazidime against S. aureus observed. In such phenotypes, CTX-M and TEM enzymes predominate, and the structural and catalytic features of CTX-M-15 are well characterized [106], reinforcing the hypothesis that a ligand-dependent steric effect slowing hydrolysis is plausible.
Regarding permeability determinants, OmpK36 in K. pneumoniae (6RD3) is a key portal of entry for β-lactams. Possibly, the relatively high affinity of the oxygenated sesquiterpenes for OmpK36 is due to transient interactions, the induction of which may further favor conductive states resulting in increased periplasmic access of cephalosporins as a possible explanation (which has previously been described in relation with susceptibility to cephalosporins and β-lactam/β-lactamase inhibitor combinations) [107]. Lastly, the predicted binding to PBP (3OCL) is consistent with the idea that terpenes may modulate the periplasm during antibiotic exposure, such that they make it more likely that an antibiotic would come into close contact with a target; this might explain how cephalosporins are more potent in some strain contexts [108]. However, with good docking scores to MexB or medium affinity for targets like OXA-23 and AmvA, the experimental interaction profiles were mostly additive or indifferent in P. aeruginosa and A. baumannii. This result is not surprising because of the tightness of the envelope barrier, efflux redundancy and target accessibility typical for these non-fermenters, resulting in a functional impact that is reduced when permeabilization or single-target modulation are moderate [109,110].
According to the docking results, we chose the seven most appealing targets (1BLZ, 2V50, 3OCL, 4JF4, 4WZ4, 2DHH and 6RD3) to further analyze the interaction of three major EO components, including α-muurolol, β-eudesmol and limonene. In general, hydrophobic (alkyl/π-alkyl/π-σ) interactions were the predominant pattern for all complexes, although β-eudesmol also contacted hydrogen bonds in a number of complexes and possibly increased stabilization and specificity.
In all β-lactamase targets (e.g., 1BLZ and 4WZ4) and PBP (3OCL), α-muurolol and β-eudesmol were consistently docked into the catalytic pockets, which may interfere with substrate binding/entering to hydrolyze or enhance antibiotic efficacy. RND efflux pumps (2V50 and 2DHH) for both sesquiterpenes but less for limonene displayed strong docking in a hydrophobic binding pocket, suggesting the interference of efflux as one strategy to potentiate intracellular retention of antibiotics sensitive to efflux. Lastly, docking to OmpK36 porin (6RD3) suggested preferential stabilization at the pore entrance relevant with an effect on outer-membrane permeability.
Overall, these interaction profiles appear to converge towards a multi-target mechanism of action (efflux modulation, permeability effects and partial inhibition of the resistance enzymes/targets), which that may account for the synergistic trends seen in checkerboard assays.
3.10. Determination of ADMET Profile and Predicted Toxicity (ProTox-II)
Predictions generated using SwissADME and pkCSM indicate that the major constituents of T. polium EO display overall drug-like physicochemical and pharmacokinetic features, including compliance with Lipinski’s Rule, a bioavailability score of 0.55, moderate lipophilicity, and low-to-moderate aqueous solubility (Table 21).
Table 21.
In silico ADME analysis of T. polium EO constituents.
| ADMET Properties | Compounds | ||||
|---|---|---|---|---|---|
| α-Pinene | β-Pinene | Limonene | α-Muurolol | β-Eudesmol | |
| General properties | |||||
| Molecular weight (g/mol) | 136.23 | 136.23 | 136.23 | 222.37 | 222.37 |
| Fraction Csp3 | 0.80 | 0.80 | 0.60 | 0.87 | 0.87 |
| Rotatable bonds | 0 | 0 | 1 | 1 | 1 |
| H-bond acceptors | 0 | 0 | 0 | 1 | 1 |
| H-bond donors | 0 | 0 | 0 | 1 | 1 |
| Molecular refractivity | 45.22 | 45.22 | 47.12 | 70.72 | 70.46 |
| Topological polar surface area (Å2) | 0.00 | 0.00 | 0.00 | 20.23 Å2 | 20.23 |
| Lipophilicity Log Po/w | 2.91 | 3.42 | 3.37 | 3.42 | 3.60 |
| Water solubility Log S (Ali) | −2.23 | −2.48 | −2.26 | −2.73 | −3.21 |
| Drug-likeness (Lipinski’s Rule) | Yes; 1 | Yes; 1 | Yes; 0 | Yes; 0 | Yes; 0 |
| Bioavailability Score | 0.55 | 0.55 | 0.55 | 0.55 | 0.55 |
| Leadlikeness | No; 2 | No; 2 | No; 2 | No; 1 | No; 2 |
| Absorption | |||||
| Water solubility (log mol/L) | Soluble | Soluble | Soluble | Soluble | Soluble |
| −3.733 | −4.191 | −3.568 | −4.073 | −4.9 | |
| Caco2 permeability (log Papp in 10–6 cm/s) | 1.38 | 1.385 | 1.401 | 1.479 | 1.508 |
| GI absorption | Low | Low | Low | High | High |
| Skin permeability—log Kp (cm/s) | −1.827 | −1.653 | −1.721 | −1.923 | −1.967 |
| P-glycoprotein substrate | No | No | Yes | No | No |
| P-glycoprotein inhibitor | No | No | No | No | No |
| Distribution | |||||
| VDss in humans (log L/kg) | 0.667 | 0.685 | 0.396 | 0.42 | 0.459 |
| Fraction unbound in humans (Fu) | 0.425 | 0.35 | 0.48 | 0.28 | 0.164 |
| BBB permeability (log BB) | 0.791 | 0.818 | 0.732 | 0.596 | 0.634 |
| CNS permeability (log PS) | −2.201 | −1.857 | −2.37 | −2.151 | −1.858 |
| Metabolism | |||||
| CYP2D6 substrate | No | No | No | No | No |
| CYP3A4 substrate | No | No | No | No | Yes |
| CYP1A2 inhibitor | No | No | No | No | No |
| CYP2C19 inhibitor | No | No | No | No | No |
| CYP2C9 inhibitor | No | No | No | No | No |
| CYP2D6 inhibitor | No | No | No | No | No |
| CYP3A4 inhibitor | No | No | No | No | No |
| Excretion | |||||
| Total clearance (log mL/min/kg) | 0.043 | 0.03 | 0.213 | 1.085 | 1.032 |
| Renal OCT2 substrate | No | No | No | No | No |
Monoterpenes (α-/β-pinene and limonene) have very low TPSA values (0 Å2), in agreement with their primarily hydrophobic nature. All compounds exhibit high estimated Caco2 permeability. Nevertheless, predicted human gastrointestinal absorption is greater for oxygenated sesquiterpenes than for monoterpenoids. Considering the quality measures, limonene is the only compound predicted to be a P-glycoprotein (P-gp) substrate and would have high risk of intestinal efflux, while no prediction of P-gp inhibition is observed for any compound.
Predicted distribution volumes (logVDss ~ 0.40–0.69 L/kg) indicate moderate tissue distributions; for certain monoclonal cHL, they were less than that of plasma, which would imply limited penetration into the extravascular and/or intracellular space. Plasma protein binding seems to be more extensive for β-eudesmol considering its higher unbound fraction (Fu = 0.16). The estimated indices for brain distribution (logBB ~ 0.60–0.82) and CNS permeability (logPS ~ −2.37 to −1.86) point towards potential BBB passage, with low-to-moderate CNS penetration depending on the compound involved.
None of the compounds are anticipated to inhibit the major CYP isoforms tested (CYP1A2, CYP2C19, CYP2C9, CYP2D6 or CYP3A4). β-Eudesmol is the only predicted CYP3A4 substrate and may therefore be an important candidate for drug–drug interactions involving this enzyme.
For monoterpenes, predicted total clearance is low to moderate; however, it is high for sesquiterpenes. None of these compounds are expected to be substrates for renal OCT2, indicating that elimination via this transporter would not seem to play a prominent role.
Finally, the ProTox-II and pkCSM predictions suggest no severe safety concerns (Table 22); since all compounds are negative for AMES mutagenicity testing, hepatotoxicity is not predicted, and neither is inhibition for hERG I/II channels. But, limonene, α-muurolol and β-eudesmol are predicted to cause skin sensitization, indicating that care should be taken for dermal exposure. Based on the OECD acute toxicity class, most substances could be classified as class 5 (low acute toxicity), whereas β-eudesmol belongs to class 4, showing the minimal predicted oral LD50 (2000 mg/kg). These results indicate on the whole a favorable predicted safety profile, with special focus on potential skin sensitization and, for β-eudesmol, CYP3A4-mediated metabolism.
Table 22.
In silico predicted toxicity of T. polium EO constituents (ProTox-II).
| Parameters | Compounds | ||||
|---|---|---|---|---|---|
| α-Pinene | β-Pinene | Limonene | α-Muurolol | β-Eudesmol | |
| Max. tolerated dose (human) (log mg/kg/day) | 0.48 | 0.371 | 0.777 | 0.343 | −0.22 |
| hERG I inhibitor | No | No | No | No | No |
| hERG II inhibitor | No | No | No | No | No |
| Oral rat acute toxicity (LD50) (mol/kg) | 1.77 | 1.673 | 1.88 | 1.918 | 1.727 |
| Oral rat chronic toxicity (LOAEL) (log mg/kg bw/day) | 2.262 | 2.28 | 2.336 | 1.475 | 1.304 |
| AMES toxicity | No | No | No | No | No |
| Hepatotoxicity | No | No | No | No | No |
| Skin Sensitization | No | No | Yes | Yes | Yes |
| T. pyriformis toxicity (log μg/L) | 0.45 | 0.628 | 0.579 | 1.49 | 1.805 |
| Minnow toxicity (log mM) | 1.159 | 1.012 | 1.203 | 0.743 | 0.412 |
| Predicted LD50 (mg/kg) | 3700 | 4700 | 4400 | 2830 | 2000 |
| Predicted Toxicity Class | 5 | 5 | 5 | 5 | 4 |
4. Conclusions
Overall, the results indicate that T. polium is a rich source of polyphenols and flavonoids with marked antioxidant capacity and that its essential oil contains a volatile fraction rich in limonene, α-muurolol and β-eudesmol with significant antifungal activity. Although the antibacterial MICs of the crude extracts and essential oil were generally high, checkerboard testing revealed selected synergistic and additive interactions between the essential oil and clinically used antibiotics against MDR isolates, confirming the concept of essential oil-derived adjuvants. Given the high concentrations required for direct inhibition, future developments should focus on standardized delivery systems (nanoemulsions and lipid carriers) designed for topical or localized administration, as well as pharmacokinetic and safety evaluation. In addition, the presence of terpenoids known or suspected to cause skin sensitization (particularly oxidized derivatives of limonene) highlights the need for targeted dermatological safety testing and monitoring of peroxide in any prospective skin formulation.
Acknowledgments
The authors thank the Ongoing Research Funding Program (ORF-2026-801), King Saud University, Riyadh, Saudi Arabia.
Author Contributions
Conceptualization, K.Z. and A.D.; methodology, K.Z., B.E.-D. and A.D.; software, K.Z., F.R. and N.A.A.; validation, A.D., M.A.M.A.-S. and T.Z.; formal analysis, K.Z., M.E.-D. and C.I.; investigation, K.Z., B.E.-D., M.R. and A.A.; resources, T.Z. and S.S.; data curation, K.Z., F.R. and A.D.; writing—original draft preparation, K.Z., A.D., M.A.M.A.-S. and N.A.A.; writing—review and editing, A.D., M.A.M.A.-S., S.S., N.A.A. and T.Z.; visualization, K.Z. and M.R.; supervision, A.D. and T.Z.; project administration, T.Z.; funding acquisition, N.A.A., M.A.M.A.-S., and T.Z. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Data are contained within this article.
Conflicts of Interest
The authors declare that this research study was conducted in the absence of any commercial or financial relationships that could be construed as potential conflicts of interest.
Funding Statement
This work was funded by the Ongoing Research Funding Program (ORF-2026-801), King Saud University, Riyadh, Saudi Arabia.
Footnotes
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