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Communication

Chemical Composition and Antioxidant Activity of Essential Oil from the Aerial Parts of Teucrium luteum (Mill.) Degen subsp. flavovirens (Batt.) Greuter & Burdet Growing Wild in Tunisia

1
Research Unit 13ES63, Applied Chemistry and Environment, Faculty of Sciences of Monastir, Monastir University, Monastir 5000, Tunisia
2
Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Via F. Marzolo 5, 35131 Padova, Italy
3
Laboratory of Botany, Cryptogamy and Plant Biology, Department of Pharmaceutical Sciences “A”, Faculty of Pharmacy of Monastir, University of Monastir, BP 207, Avenue Avicenna, Monastir 5000, Tunisia
4
Department of Molecular and Translational Medicine (DMMT), University of Brescia, Viale Europa 11, 25123 Brescia, Italy
*
Authors to whom correspondence should be addressed.
Appl. Sci. 2022, 12(15), 7370; https://doi.org/10.3390/app12157370
Submission received: 29 June 2022 / Revised: 15 July 2022 / Accepted: 19 July 2022 / Published: 22 July 2022

Abstract

:
Essential oils (EOs), the odorous and volatile products of a plant’s secondary metabolism, have wide applications in folk medicine, in food flavoring and preservation, and in fragrance industries. The aim of this study was to analyze the chemical composition of the EO from the aerial parts (including the inflorescences) of wild Teucrium luteum subsp. flavovirens from Tunisia. The EO obtained by the hydrodistillation of air-dried plant material in a Clevenger-type apparatus was analyzed using gas chromatography coupled with mass spectrometry (GC-MS). Fifty-three components representing 83.9% of the total constituents were identified. The EO of T. luteum subsp. flavovirens is characterized by the presence of β-elemol (7.2%), (+)-α-pinene (6%), β-eudesmol (5.5%), guaiol (4.2%), α-bisabolol (4.2%), and β-caryophyllene (4.1%) as principal chemical components. In vitro (DPPH and β-carotene bleaching assays), it showed significantly higher radical scavenging and antioxidant properties than the reference compound, BHT. To the best of our knowledge, this is the first report describing the composition and antioxidant properties of the EO from Tunisian T. luteum subsp. flavovirens. Our preliminary data will help to valorize this potentially useful plant species from Tunisia and represent a starting point for further studies on its volatile fraction.

1. Introduction

In recent years, there has been increasing interest in the use of natural substances for their potential therapeutic effects. Medicinal plants are universally considered to be important sources of phytochemicals and are widely used to cure human diseases. The essential oils (EOs) of various species of edible and medicinal plants represent an important source of biologically active secondary metabolites that are useful for the treatment of various health issues [1,2]. In this context, the flora of Tunisia is still exhibiting a wide diversity of non-studied medicinal and odorous plant species that produce EOs and bioactive principles. Of particular interest, plants from the Lamiaceae Martinov (Labiatae Juss.) family have been extensively explored in folkloric medicine, cosmetics, and culinary applications and for the commercial production of EOs [3]. The Teucrium genus, which belongs to the Lamiaceae family, comprises about 300 species that are widespread all around the world [4,5]; these mostly include perennial plants and rarely include annual or biennial plants.
Many species of the genus Teucrium possess several biological activities. Some of the properties are antinociceptive, antihypertensive, anticancer, anti-inflammatory, hypoglycemic, antioxidant, and antibacterial [6,7,8,9]. Moreover, plant species from this genus are used in traditional medicine for their diaphoretic, tonic, antipyretic, antispasmodic, and cholagogue purposes [10]. From the chemical point of view, previous investigations have shown that Teucrium species are rich in EOs, sesquiterpenes, monoterpenes, flavonoids, polyphenolic compounds, iridoids, fatty acids, sterols, saponins, and alkaloids [10,11]. The genus Teucrium is one of the richest sources of neoclerodane diterpenes: more than 220 diterpenes have been described, many of them being of interest due to their insect-repellent and medicinal properties [12,13].
In Tunisia, the genus Teucrium is represented by twenty-four taxa. Among them, Teucrium polium (poley) includes three subspecies: polium, gabesianum, and flavovirens [14]. The plant is a perennial herb known by the name of “germander” and is known in Arabic as “Gattabet Al-Ajrah” [15]. A survey conducted by herbalists identified that in Tunisian folk medicine, a decoction of the leaves of T. polium is used as a cardiac analeptic [16]. T. polium has also been used in folk remedies to treat various diseases and illnesses such as smallpox, malarial fever, biliary retention, upset stomach, diarrhea, colic, and gastric and intestinal pains [15]. Among the other subspecies, T. polium subsp. flavovirens (syn. T. luteum subsp. flavovirens (Batt.) Greuter & Burdet) is of particular interest since it is one of the most important perennial plants growing in Tunisia. From a botanical point of view, the unusual features of this species compared to other members of Lamiaceae are that it is a yellowish green plant with prostrate stems, yellow flowers (7–8 mm), crenate leaves, and ramified indumentum [14].
Several papers have reported the extraction of EOs from subspecies of T. polium, such as T. polium subsp. valentinum from Spain [11], T. polium subsp. capitatum (L.) from Corsica [17], T. polium subsp. aurasiacum from Algeria [18], T. polium subsp. capitatum (L.) from Iran [19], and T. polium subsp. gabesianum from Tunisia [20]. Regarding T. luteum subsp. flavovirens, several authors have already investigated the chemical composition of its EO, focusing on the plants growing in Morocco [21,22,23,24] and Algeria [25]. To the best of our knowledge, no reports regarding T. luteum subsp. flavovirens from Tunisia have been published until now.
The present research is part of an ongoing study on the valorization of medicinal and aromatic/odorous plants of native Tunisian flora [26,27,28], with the purpose of identifying more bioactive natural products. In this paper, we investigate the chemical composition of Tunisian T. luteum subsp. flavovirens for the first time through a study of its volatile compounds, which were extracted by hydrodistillation and analyzed using gas chromatography coupled with mass spectrometry (GC-MS). Furthermore, a preliminary assessment of its biological properties was performed by assaying its antioxidant and radical scavenging activities through DPPH and β-carotene bleaching assays.

2. Materials and Methods

2.1. Plant Material and Extraction of Essential Oil

A 350 g sample of aerial parts of T. luteum subsp. flavovirens (syn. T. polium subsp. flavovirens) was collected in central-east Tunisia (Monastir Governorate) during the flowering–fruiting period (late spring, 2020. Figure 1). Coordinates of the site are 35°43′39″ N, 10°49′14″ E; altitude: about 1 m above sea level. The selection, collection, and identification of the plant material were carried out by Dr. Ridha El Mokni, a botanist in the Laboratory of Botany, Cryptogamy and Plant Biology in the Faculty of Pharmacy of Monastir (Tunisia), where some voucher specimens were deposited (LAM/Teu.lu.-flav.; 23-0105/2020, 24-0105/2020 and 25-0105/2020). The collected material was dried in the shade at ambient temperature until a constant weight was achieved. An amount of 100 g of dried plant material was cut into small parts and then subjected to hydrodistillation in a Clevenger-type apparatus for 3 h after the first drop of distillate and continued until the complete exhaustion of the plant material was achieved [18,27]. The oil was stored at 4 °C in sealed brown glass vials until analysis.

2.2. GC-MS Analysis

The GC analysis of the EO was carried out on a Varian 3900 gas chromatograph coupled with a Varian Saturn 2100T ion trap MS equipped with an Agilent DB-1 fused-silica capillary column (30 mm × 0.25 mm i.d., 0.25 µm film thickness). The analysis was carried out under the following conditions: injector and detector temperatures of 210 °C and 290 °C, respectively; helium was the carrier gas and was used at a flow rate of 0.8 mL/min; split ratio, 1:10; injection volume, 1 µL. A temperature gradient was programmed as follows: 60 °C with a 3 min initial hold, then 280 °C at a rate of 3 °C/min, and finally held isothermally for 5 min. Regarding the MS conditions, the ionization mode had an electronic impact of 70 eV. The mass range was set from 45 to 650 Da. The components were identified by comparing their mass spectra to those of the NIST Library (2014) [29] of the instrument, by evaluating their linear retention indices (LRI) relative to C6-C24 n-alkanes, and, when available, by comparing them to authentic standards from Sigma-Aldrich (Milano, Italy). The percentage composition of the oil was calculated from the GC peak areas using the normalization method without correction factors. The data are reported as the mean value of three oil injections.

2.3. Determination of Antioxidant and Antiradical Activities

The free radical scavenging activity of the EO from T. luteum subsp. flavovirens was determined spectrophotometrically by the 2,2-diphenyl-1-picryl-hydrazyl-hydrate (DPPH) assay, following a protocol that was previously reported elsewhere [30,31]. In brief, 100 μL of EO dissolved in methanol was added to 1900 μL of a methanol DPPH solution. After mixing by vortexing, the solution was kept at room temperature for 30 min in the dark. The absorbance was measured at 517 nm using a solution of DPPH in methanol as the control. The scavenging activity of the EO on DPPH was calculated as reported in [31] and was expressed as IC50 (50% inhibitory concentration, μg/mL). Results were compared to those previously obtained using ascorbic acid and 3,5-di-tert-butyl-4-hydroxytoluene (BHT) as reference compounds.
The β-carotene bleaching assay was also performed to assess the antioxidant activity of the EO, following a protocol that was previously reported elsewhere [32] with minor modifications. This assay is based on the ability of the EO to decrease oxidative losses of β-carotene in a β-carotene/linoleic acid emulsion [32]. In brief, 4 mg of β-carotene was dissolved in 10 mL of chloroform by keeping the mixture in an ultrasound bath. Then, 120 mg of linoleic acid and 1200 mg of Tween 80 were then added to 10 mL of this solution, which, after mixing by vortexing, was dried under vacuum at 40 °C. The residue of 300 mL of oxygenated ultra-pure water (MilliQ, 18.2 MΩ) was added, and then the emulsion was vigorously shaken. Then, 5 mL aliquots of the emulsion were added to 15 mL Falcon tubes containing 0.2 mL of the EO at different concentrations (i.e., 200, 400, 600, 800, and 1200 μg/mL). The emulsions were incubated in a water bath at 50 °C for 120 min. The absorbance of the emulsions was measured at 470 nm at 0, 30, 60, 90, and 120 min. The antioxidant activity of the EO was evaluated in terms of the bleaching of the β-carotene using a formula that was previously reported elsewhere [32]. A blank solution where the EO was substituted with ethanol was used as a negative control, while emulsions containing either BHT or ascorbic acid were used as positive controls.

2.4. Statistical Analysis

Antioxidant and antiradical assays were performed in triplicate, and the results were expressed as the mean ± standard deviation (SD). A two-sample t-test assuming equal variances was performed using SPSS Statistics 25 software (IBM) to determine the significant differences between the means, and p-values < 0.05 were considered statistically significant.

3. Results and Discussion

3.1. Chemical Composition of Essential Oil

The hydrodistillation of the aerial parts of T. luteum subsp. flavovirens, including the inflorescences, produced an EO with a yield of 2 × 102 % (w/w), equivalent to 0.02 g. The chemical composition of the EO was analyzed via GC-MS, and the components were identified based on their LRI values compared to those reported in the literature. Thus, 53 components representing 83.9% of the whole chromatographic area were identified. The composition and percentages of those components are summarized in Table 1. The major compounds constituting the EO from T. luteum subsp. flavovirens were β-elemol (7.2%), (+)-α-pinene (6%), β-eudesmol (5.5%), guaiol (4.2%), α-bisabolol (4.2%), and β-caryophyllene (4.1%) (Figure 2). The identified volatiles were mainly terpenic compounds (82.4%), which were represented by high percentages of oxygenated sesquiterpenes (43.8%) and sesquiterpene hydrocarbons (16.7%) and lower proportions of monoterpene hydrocarbons (10.5%) and oxygenated monoterpenes (8.9%). The non-terpenic components accounted for 1.5%. Taking previous works into account and comparing the present results to those reported in the literature for T. luteum subsp. flavovirens from Morocco [21,22,23,24], we noticed that the two species share several volatile markers. Specifically, β-elemol, β-eudesmol, α-pinene, and β-caryophyllene are present in similar amounts in the EOs obtained from the plants from both regions. Conversely, guaiol and α-bisabolol can be considered more specific markers of the Tunisian species. Comparing our results with the data available for the EO of Algerian T. luteum subsp. flavovirens, more differences were observed since τ-cadinol (16.33%), caryophyllene oxide (13.23%), eudesma-4(15), 7-dien-1.β.-ol (7.64%), and β-pinene (6.77%) have been reported as the most abundant constituents [25].
Our results were also compared to those obtained for EOs from other Tunisian Teucrium species. Specifically, the EO of T. polium harvested in Kef (north-western Tunisia), for which the authors did not specify the subspecies [33], is richer in monoterpene hydrocarbons (48.7%) compared to that from the population collected from Monastir in central-eastern Tunisia (10.5%). Oxygenated sesquiterpenes are the main constituents of T. luteum subsp. flavovirens, but they are less abundant in the essential oil of T. polium from Kef (5.54%). Furthermore, β-pinene (12.68%), limonene (6.65%), β-myrcene (6.07%), and germacrene-D (5.89%), which were identified as the main organic volatiles in the Kef population, are completely absent in the EO from T. luteum subsp. flavovirens collected in the central-east part of the country. The volatile compound α-pinene, which was quantified at a relative amount of 17.04% in the EO of T. pollium collected from Kef, is less abundant in T. luteum subsp. flavovirens (6%). Moreover, α-bisabolol, (+)-γ-gurjunene, zierone, and τ–muurolol are not present in the essential oil of T. pollium from Kef at all [33]. On the other hand, the EO of T. polium subsp. gabesianum from Gafsa (southwest Tunisia) [20] is characterized by a high abundance of β-pinene (35.97%), which was not even detected in the EO from T. luteum subsp. flavovirens. Furthermore, large discrepancies were observed for other abundant compounds since the main constituents of the EO from T. luteum subsp. flavovirens have not been detected in the EO from the aerial parts of T. polium subsp. gabesianum.
Overall, these data show high chemical variation in the species within the Teucrium genus originating from Tunisia and other North African Mediterranean regions. Variations in the chemical composition of EOs might be due to several factors: environmental factors (temperature, humidity and altitude), geographical origin, plant organ, time of picking, storage of plant material, and individual genetic variability [27,28,33]. Finally, different extraction protocols can also contribute to the observed variations, as already reported by other authors [34,35].

3.2. Evaluation of Antioxidant Activity

The results of the antioxidant and antiradical assays for the EO from Tunisian T. luteum subsp. flavovirens are reported in Table 2.
Overall, the EO exerted significant antioxidant activity in both the DPPH and β-carotene bleaching assays and was more effective than the lipophilic BHT. However, if compared to the polar reference compound, i.e., ascorbic acid, the antioxidant activity of the EO held modest results. These results are in partial agreement with what has been previously observed by other authors for the EO of the same plant species from Morocco [21]. In this work, the authors reported the efficacy of the EO in reducing the free radical DPPH, which was significantly higher than BHT and comparable to ascorbic acid. Conversely, the EO was not active in the β-carotene bleaching assay. In the same work, the authors associated the antioxidant effects of the EO with its content in some monoterpenoids, such as elemol, α- and β-pinene, trans-caryophyllene, α-humulene, and γ-eudesmol, and/or synergistic effects between all of the compounds [21]. Considering that the EO from Tunisian T. luteum subsp. flavovirens presents a high abundance of monoterpenoids and shares several of these constituents, we can propose a similar correlation between the chemical content of the EO and its antioxidant properties.
The antioxidant properties of the EOs of several members of the genus Teucrium have been extensively reported in the literature and are exhaustively reviewed in [36]. The studies are mostly concerned with the use of the DPPH radical scavenging test. Nevertheless, what emerges from the revision of this mole of data is the lack of specific molecular markers associated with the antioxidant activity of Teucrium EO. Although several authors have attempted to correlate specific constituents (e.g., β-caryophyllene, dolichodial, phenols, allylic alcohols, and unsaturated hydrocarbons) with bioactivity, the synergism among all of the constituents is usually purported to be responsible for the antioxidant effects [36], although further studies are needed for confirmation.

4. Conclusions

In conclusion, the present study provides important data about the chemical composition of the EO of the Teucrium luteum subsp. flavovirens growing wild in Tunisia. Qualitative and quantitative variations in the chemical composition have been noted for the EOs from different species from Tunisia as well as from the same species growing in other Mediterranean regions. This could mainly be due to genetic variability in favor of deep taxonomic segregation carried out within the Teucrium polium aggregate and due to the influence of local environmental, geographical, and climatic factors in the second stage.

Author Contributions

Conceptualization, S.M., R.E.M. and S.H.; methodology, S.H., G.P. and S.D.; software, G.P.; validation, S.H., S.D. and G.P.; formal analysis, G.P.; investigation, S.M., R.E.M. and S.H.; resources, S.H. and S.D.; data curation, G.P. and S.H.; writing—original draft preparation, S.M., S.H. and G.P.; writing—review and editing, G.P.; visualization, G.P. and R.E.M.; supervision, S.H.; project administration, S.H.; funding acquisition, S.H. and S.M. All authors have read and agreed to the published version of the manuscript.

Funding

This research was partially financed by the Ministry of Higher Education and Scientific Research of Tunisia.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Acknowledgments

The authors thank the Ministry of Higher Education and Scientific Research of Tunisia for the financial support.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Tunisian Teucrium luteum subsp. flavovirens: (A) plant in its natural habitat; (B) leafy stem topped by the inflorescences of the year; (C) flowers gathered in pseudo-capitula at the top of the stems; (D) hemispherical inflorescence with yellow corolla flowers and exert stamens. Photos by Ridha El Mokni.
Figure 1. Tunisian Teucrium luteum subsp. flavovirens: (A) plant in its natural habitat; (B) leafy stem topped by the inflorescences of the year; (C) flowers gathered in pseudo-capitula at the top of the stems; (D) hemispherical inflorescence with yellow corolla flowers and exert stamens. Photos by Ridha El Mokni.
Applsci 12 07370 g001
Figure 2. Chemical structures of the most abundant constituents of the essential oil from the aerial parts of Tunisian Teucrium luteum subsp. flavovirens.
Figure 2. Chemical structures of the most abundant constituents of the essential oil from the aerial parts of Tunisian Teucrium luteum subsp. flavovirens.
Applsci 12 07370 g002
Table 1. Volatile compounds identified in the essential oil from the aerial parts of Teucrium luteum subsp. flavovirens growing wild in Tunisia. The most abundant constituents are reported in bold, and their structures are shown in Figure 2.
Table 1. Volatile compounds identified in the essential oil from the aerial parts of Teucrium luteum subsp. flavovirens growing wild in Tunisia. The most abundant constituents are reported in bold, and their structures are shown in Figure 2.
CompoundsR.T. (min)Obs. LRI *Lit. LRI *Rel. %Class
(+)-α-Pinene4.29229266MH
Thujene5.39689710.7MH
m-Cymene6.7100710111.8MH
4-Carene6.9101110092MH
Camphenol8.9107910800.9OM
α-Thujone9.6108910890.9OM
4-Acetyl-1-methyl-1-cyclohexene9.9109911050.5OM
Linalool10110010960.8OM
1-Terpinenol10.5111911200.7OM
cis-Verbenol10.7112211250.6OM
Umbellulone11.3114011460.5OM
p-Acetyltoluene12.5115811600.5OM
2-Undecyne13.1116611640.5Other
Fenchyl acetate14.6120112070.8OM
Cuminol15.4126112651.1OM
Thymol15.9127312750.5OM
Carvacrol16.2128012830.6OM
Copaene18.8136413670.7SH
4-Ethenyl-4,8,8-trimethyl-2-methylene-bicyclo [5.2.0]nonane201400UNK1SH
β-Caryophyllene20.5141914214.1SH
cis-α-Bisabolene21.1144014431SH
3-Hydroxy-2-(2-methyl-1-cyclohexen-1-yl)propanal21.6145114490.5Other
α-Guaiene22145314551.6SH
β-Guaiene22.3147214730.9SH
(+)-γ-Gurjunene22.7148114752.7SH
Butylated hydroxytoluene22.9148714902.3OS
Chamigrene23.2151215071.6SH
Viridiflorene23.4151715120.7SH
δ-Cadinene23.5152015241SH
2-Methyl-4-(1-methylethyl)-2-cyclohexenone23.7152115250.5OM
Acorenol24.1153815331.4OS
β-Elemol24.3153915417.2OS
E-Nerolidol24.8155215532.3OS
Humulene epoxide II26160016020.8OS
Guaiol26.4161616144.2OS
Rosifoliol26.5161616130.5OS
τ-Muurolol26.7162716272.4OS
β-Eudesmol26.8162916305.5OS
τ-Cadinol26.9163016281.5OS
Longifolenaldehyde27163116311.6OS
Cadalene27.4165316541.4SH
α-Cadinol27.5165516531.4OS
α-Bisabolol27.7165816624.2OS
α-Eudesmol27.8166516610.8OS
8-Cedrene-13-ol28.2167716781.4OS
β-Bisabolol28.1167716710.8OS
2,2,5,5-tetramethyl-tricyclo [6.3.0.0(3,7)]undec-1(8)-en-3-ol28.3167916831.6OS
Laricsone28.51691UNK2OD
(-)-Isolongifolol30.1172517260.7OS
Zierone30.8175017542.4OS
2,6-Ditert-butyl-4-ethylphenol31.1176017580.8OS
Phytol38.1207120660.5OD
Oleic acid39.1214121440.5Other
Total identified 83.9
Monoterpene hydrocarbons (MH) 10.5
Oxygenated monoterpenes (OM) 8.9
Sesquiterpene hydrocarbons (SH) 16.7
Oxygenated sesquiterpenes (OS) 43.8
Oxygenated diterpene (OD) 2.5
Others 1.5
* Identification by comparison with NIST 2014 MS spectra database. R.T.: retention time; LRI: linear retention index; Rel. %: relative percentage; UNK: unknown; MH: monoterpene hydrocarbon; OM: oxygenated monoterpene; SH: sesquiterpene hydrocarbon; OS: oxygenated sesquiterpene; OD: oxygenated diterpene.
Table 2. Antioxidant activity of essential oil from the aerial parts of Teucrium luteum subsp. flavovirens growing wild in Tunisia. Results are reported as means ± SD.
Table 2. Antioxidant activity of essential oil from the aerial parts of Teucrium luteum subsp. flavovirens growing wild in Tunisia. Results are reported as means ± SD.
AssaySampleIC50 (µg/mL)Sig. *
DPPHEO8.39 ± 0.24-
Ascorbate2.24 ± 0.15-
BHT10.63 ± 0.37<0.001
β-Carotene bleachingEO35.98 ± 0.47-
Ascorbate20.53 ± 0.2-
BHT39.08 ± 0.27<0.001
* Significance calculated by a two-sample t-test assuming equal variance. p-values indicate significant differences between the EO and BHT. EO: essential oil; BHT: 3,5-di-tert-butyl-4-hydroxytoluene.
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Majdoub, S.; Dall’Acqua, S.; El Mokni, R.; Hammami, S.; Peron, G. Chemical Composition and Antioxidant Activity of Essential Oil from the Aerial Parts of Teucrium luteum (Mill.) Degen subsp. flavovirens (Batt.) Greuter & Burdet Growing Wild in Tunisia. Appl. Sci. 2022, 12, 7370. https://doi.org/10.3390/app12157370

AMA Style

Majdoub S, Dall’Acqua S, El Mokni R, Hammami S, Peron G. Chemical Composition and Antioxidant Activity of Essential Oil from the Aerial Parts of Teucrium luteum (Mill.) Degen subsp. flavovirens (Batt.) Greuter & Burdet Growing Wild in Tunisia. Applied Sciences. 2022; 12(15):7370. https://doi.org/10.3390/app12157370

Chicago/Turabian Style

Majdoub, Siwar, Stefano Dall’Acqua, Ridha El Mokni, Saoussen Hammami, and Gregorio Peron. 2022. "Chemical Composition and Antioxidant Activity of Essential Oil from the Aerial Parts of Teucrium luteum (Mill.) Degen subsp. flavovirens (Batt.) Greuter & Burdet Growing Wild in Tunisia" Applied Sciences 12, no. 15: 7370. https://doi.org/10.3390/app12157370

APA Style

Majdoub, S., Dall’Acqua, S., El Mokni, R., Hammami, S., & Peron, G. (2022). Chemical Composition and Antioxidant Activity of Essential Oil from the Aerial Parts of Teucrium luteum (Mill.) Degen subsp. flavovirens (Batt.) Greuter & Burdet Growing Wild in Tunisia. Applied Sciences, 12(15), 7370. https://doi.org/10.3390/app12157370

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