Skip to main content
Foods logoLink to Foods
. 2024 Feb 28;13(5):749. doi: 10.3390/foods13050749

Analysis of Bioactive Aroma Compounds in Essential Oils from Algerian Plants: Implications for Potential Antioxidant Applications

Anis Bertella 1, Georgiana-Luminita Gavril 2, Magdalena Wrona 3, Davinson Pezo 4,*, Abouamama Sidaoui 5, Kheira Benlahcen 6, Mebrouk Kihal 6, Ewa Olewnik-Kruszkowska 7, Jesús Salafranca 3, Cristina Nerín 3
Editors: Marianne A Shirai, Juliana Bonametti Olivato, Juliano Zanela
PMCID: PMC10930757  PMID: 38472862

Abstract

In samples of Artemisia campestris (AC), Artemisia herba-alba (AHA) and Salvia jordanii (SJ) essential oils, up to 200 distinct volatile compounds were identified. Using headspace solid-phase microextraction combined with gas chromatography–olfactometry–mass spectrometry (HS-SPME-GC-O-MS), different panelists detected 52 of these compounds. This study offers the most detailed analysis of bioactive compound profiles conducted so far. The most abundant compounds identified were curcumene, making up 12.96% of AC, and camphor, constituting 21.67% of AHA and 19.15% of SJ. The compounds with the highest odor activity value (OAV) were (E,Z)-2,4-nonadienal (geranium, pungent), 3-nonenal (cucumber) and 2-undecenal (sweet) in AC, AHA and SJ, respectively. AHA essential oil showed significant antioxidant activity (IC50 = 41.73 ± 4.14 mg/g) and hydroxyl radical generation (hydroxylation percentage = 29.62 ± 3.14), as assessed by the diphenylpicrylhydrazyl (DPPH) method. In terms of oxygen radical absorbance capacity (ORAC), the strongest antioxidant activity was obtained for SJ essential oil (antioxidant activity of the essential oils, AOX = 337.49 ± 9.87).

Keywords: aromas, antioxidants, Artemisia campestris, Artemisia herba-alba, Salvia jordanii, odor activity value

1. Introduction

The use of natural antioxidants in the food industry is gaining considerable attention [1] due to their excellent safety, in contrast to the many synthetic antioxidants that are currently approved as food additives and are added during or at the end of food processing to prevent oxidation. These synthetic antioxidants are undesirable due to their toxicity and health-damaging activity. In addition, international legislation is increasingly restricting their use. Therefore, the search for natural antioxidants from plants as an alternative to synthetic antioxidants is of great interest to scientists today [2,3,4,5,6,7].

Foods are exposed to both microbiological and chemical degradation reactions during their preparation, distribution, and storage. Oxidation is one of the main factors limiting the shelf life of foods. It can occur even in foods containing less than 1% lipids [8]. Oxidation affects the organoleptic properties and causes a loss of nutritional value through the degradation of essential fatty acids and the fat-soluble vitamins A, D, E and K [9]. The study of essential oils from wild edible plants is highly desirable due to their aroma profile and functional properties (antioxidant, antimicrobial or anti-inflammatory), which can be applied in many fields such as the pharmaceutical, cosmetic and food industries [10]. In particular, essential oils have been shown to have significant antioxidant properties [11]. Therefore, there has been increasing interest in their use as natural antioxidants and their addition to foods. They have also been incorporated into active packaging and edible coatings to extend the shelf life of foods [12,13,14,15,16].

Artemisia campestris and Artemisia herba-alba are shrub species of the genus Artemisia distributed in the western Mediterranean [17,18]. Salvia jordanii is a woody plant, one of two species of the genus formerly named Rosmarinus, found only in Andalusia (Spain) and on the coasts of North Africa [19]. Essential oils from these three plants have been reported to have interesting antioxidant activity [17,18,19]. As these plants have a limited geographical distribution, they are expected to have a unique fingerprint of aromatic bioactive compounds [20]. It should be highlighted that the Mediterranean region, known for its biodiversity and the richness of its endemic plant species, provides a unique ecological context for these plants. Their adaptation to specific environmental conditions may have led to the development of unique secondary metabolites, which could offer new insights into antioxidant mechanisms and applications in various industries. Furthermore, the investigation into these species contributes to the broader understanding of Mediterranean flora’s phytochemical diversity and its conservation. As these plants have a limited geographical distribution, their study also emphasizes the importance of preserving biodiversity and the potential it holds for discovering new bioactive compounds. By focusing on these less well-known species, this research aims to highlight the untapped potential of Mediterranean flora and underscore the need for further exploration and conservation efforts in this region.

It should be emphasized that there is a need for studies on the sensory evaluation of essential oils and active packaging, especially the odor profile, as odor is one of the most important properties of essential oils [21]. The aroma profile is based on volatile bioactive compounds, which are substances synthesized by plants as phytochemicals (secondary metabolites). Therefore, aroma bioactive fingerprint analysis consists of non-target chemical analysis, screening of volatile bioactive compounds combined with simultaneous in-depth characterization of the aroma.

The application of headspace solid-phase microextraction–gas chromatography–olfactometry–mass spectrometry (HS-SPME-GC-O-MS) allows for the complete non-target analysis of volatile compounds while paying special attention to the profiling of aromatic compounds. We are dealing here with sensory and chemical detection. In the chosen technique, two different detectors (human nose and MS) simultaneously detect odor compounds in essential oil samples. For certain compounds, a well-trained human nose may be more sensitive than the MS detector, making it possible to detect odorous compounds present at very low concentrations [22,23].

Furthermore, the combination of quantitative analysis and odor detection threshold leads to the determination of the odor activity value (OAV), which can be used as an indicator of the perception of an aromatic compound [24].

To the best of our knowledge, there is no previous work on the aroma profile, OAV or antioxidant activity of Artemisia campestris (AC), Artemisia herba-alba (AHA) and Salvia jordanii (SJ) essential oils presented together. In previous published studies, odorous compounds were only tentatively identified by GC-MS and retention index. However, their OAVs were not determined and therefore their contribution to the aroma profile of AC, AHA and SJ was not investigated. Furthermore, a comprehensive study of the detailed aroma fingerprints is lacking.

The primary objective of this research was to comprehensively evaluate the antioxidant potential of Artemisia campestris, Artemisia herba-alba and Salvia jordanii essential oils. In addition, this study focuses on identifying and analyzing the volatile compounds within these oils, with a particular emphasis on odoriferous compounds. By employing headspace solid-phase microextraction–gas chromatography–olfactometry–mass spectrometry (HS-SPME-GC-O-MS), we aimed to determine the contribution of these compounds to the overall aroma profile of the oils.

2. Materials and Methods

2.1. Chemicals

Anhydrous sodium sulfate (CAS 7757-82-6), α,α–diphenylpicrylhydrazyl radical (DPPH; CAS 1898-66-4), 2,2′-azobis(2-amidinopropane) dihydrochloride (AAPH; CAS 2997-92-4), gallic acid (CAS 149-91-7), fluorescein (CAS 2321-07-5), ≥30% hydrogen peroxide (CAS 7722-84-1), sodium salicylate (CAS 54-21-7), sodium acetate (CAS 127-09-3), acetic acid (CAS 64-19-7), 85% ortho-phosphoric acid (CAS 7664-38-2), terpinen-4-ol (CAS 20126-76-5), linalool (CAS 78-70-6), 1-phenyl-2-butanone (CAS 1007-32-5), o-xylene (CAS 95-47-6), 1-decanol (CAS 112-30-1), nonanal (CAS 124-19-6), 3,5-diethyl-2-methylpyrazine (CAS 18138-05-1), cumin aldehyde (CAS 122-03-2), coumarin (CAS 91-64-5), geraniol (CAS 106-24-1), caryophyllene oxide (CAS 1139-30-6), pentadecane (629-62-9), 5-methylfurfural (CAS 620-02-0), methyl benzoate (CAS 93-58-3), benzaldehyde (CAS 100-52-7), (E,Z)-2,4-nonadienal (CAS 5910-87-2), carvacrol (CAS 499-75-2), menthol (CAS 2216-51-5), valeric acid (CAS 109-52-4), eugenol (CAS 97-53-0), methyl eugenol (CAS 93-15-2) and C7-C40 Saturated Alkanes Standard certified reference material, 1000 μg/mL each component in hexane were from Sigma Aldrich (Madrid, Spain).

Acetone (high performance liquid chromatography grade, CAS 67-64-1), ethanol absolute (GC-MS, CAS 64-27-5) and methanol (liquid chromatography-MS, CAS 67-56-1) were from Scharlab (Barcelona, Spain). Ultrapure water was obtained from a Wasserlab Ultramatic GR system (Barbatáin, Spain).

2.2. Samples

Samples, consisting of approximately 2 kg of Artemisia campestris, Artemisia herba-alba and Salvia jordanii aerial parts, were collected at the flowering stage in October and November (2015), at an altitude of 988 m in Algeria (GPS coordinates: latitude 35°35′55.707″ N, longitude 6°12′53.942″ E). The species was confirmed at the herbarium of the University of Oran 1—Ahmed Ben Bella, Algeria.

2.3. Sample Preparation

A representative sample consisted of 200 g of dried aerial parts from each plant. All plants were dried at 25 °C in a dark and inert atmosphere for 20 days. All samples were then ground using a cross beater mill (Retsch SK 100) from Retsch France Verder S.A.R.L. (Éragny, France). The particle size was set at 2 mm. Samples were ground to increase extraction surface area and, thus, the extraction yield. The hydrodistillation of the dried samples was performed with a Clevenger type apparatus for 3 h. As a result, the essential oil of each plant was obtained, and the extraction was performed twice. Anhydrous sodium sulfate was used to dry the essential oils obtained, which were then stored in sealed amber vials at 4 °C until further analysis. The essential oil yields were 0.64, 0.29 and 0.36% (w/w) for Artemisia herba-alba, Artemisia campestris and Salvia jordanii, respectively.

A schematic workflow chart of the performed investigation on the aroma bioactive fingerprints is shown in Figure 1. It should be highlighted that bioactive aroma compounds were determined by sensory analysis.

Figure 1.

Figure 1

Schematic workflow chart of the performed investigation on aroma bioactive fingerprints.

2.4. HS-SPME-GC-O-MS Conditions

For the analysis of bioactive volatiles, 25 µL of essential oil was added to 20 mL headspace SPME glass vials closed with magnetic screw caps with a polytetrafluorethylene (PTFE)/silicone septum. The vial was then placed in a heating block and equilibrated at 40 °C for 2 min. Adsorption of compounds was then performed using 100 μm polydimethylsiloxane (PDMS) fiber from Supelco (Bellefonte, PA, USA) at 40 °C for 15 min. The fiber was manually desorbed in a GC injector (250 °C) for 2 min.

HS-SPME-GC-O-MS analysis was performed on a 7890N gas chromatograph system with a 5977D mass detector from Agilent Technologies (Santa Clara, CA, USA). Chromatographic separation was performed on a HP-5ms column (30 m × 0.25 mm × 0.25 µm) supplied by Agilent (Madrid, Spain). The following oven temperature program was used: the initial temperature was set at 40 °C (5 min), then increased to 216 °C at 7 °C/min. It was then raised again to 300 °C at 30 °C/min and held for 2 min. The gas carrier was helium at a flow rate of 2 mL/min. The injector temperature was 250 °C. The acquisition mode was SCAN in the range of 45–350 m/z. The temperatures of the MS (mass spectrometer) source and the quadrupole were set at 230 °C and 150 °C, respectively.

The OP275 (Phaser, GL Sciences, Eindhoven, The Netherlands) olfactometric detector port was used for olfactometric analysis, operating with air and helium as an auxiliary gas. In addition, deionized water was added to the vial connected to the sniffer port, to avoid the drying of the nose. A 4-port column splitter was used to connect the GC column, MS detector, and sniffing port by means of fused silica capillary tubes (0.25 mm) transfer lines provided by Agilent (Madrid, Spain). Auxiliary gas flow was 5 mL/min. The temperature of the heating line was 110 °C.

2.5. Optimization of HS-SPME-GC-O-MS Conditions

Three different fibers were tested, including 50/30 μm divinylbenzene/carboxen/polydimethylsiloxane (DVB/CAR/PDMS; gray hub), 100 μm polydimethylsiloxane (PDMS; red hub) and 85 μm polyacrylate (PA; white hub). Different essential oil extraction temperatures (40, 50 and 60 °C) and times (15, 20 and 30 min) were tested. Extraction efficiency was based on the number and intensities of detected peaks. Prior to the first use, all fibers were conditioned according to the manufacturer’s specifications.

2.6. Sensory Analysis

The aroma bioactive fingerprint analysis was conducted by a panel of six experts in aroma testing. The internal panels were researchers from the laboratory (three males, whose average age was 28 years; three females, whose average age was 34 years). They were accustomed with olfactometry and natural products characterization. The chosen panel members received thorough training, which involved becoming acquainted with a variety of scents, especially those derived from plants. The training utilized standard scent kits and various concentrations of plant extract samples. The panelists smelled each sample three times and rated the aroma of each compound sensed. The tests have been performed in the sensory room which in our case consists of a special room for GC-O-MS equipment, where the perception of odors may not be disturbed by off-odors of chemicals or gases.

In conducting this study, we meticulously followed ethical standards, as outlined in the Institute of Food Science & Technology (IFST) guidelines [25], to safeguard the well-being and rights of all participants. Before participating, each individual received a comprehensive explanation about the research’s aims, methods, possible risks, and benefits. Additionally, we took great care to ensure that none of the research activities would lead to any harm or discomfort for the participants.

2.7. Qualitative Analysis

The National Institute of Standards and Technology (NIST; Gaithersburg, MD, USA) library (NIST14) was used to match the spectra of detected compounds and identify them (minimum quality 80%). Additionally, for every compound identified in the samples, the retention index (RI) was determined. This calculation was performed using a standard range of n-alkanes (C7–C40) and conducted under identical chromatographic conditions.

In addition, all available pure standards were injected, to confirm the detected compounds. Then, the retention index, together with the aroma type, was used for their identification, using the Flavornet [26] and Pherobase [27] databases.

2.8. Semi-Quantitative Analysis

External calibration by gravimetric control was chosen for semi-quantitative analysis. All compounds were quantified against terpinen-4-ol (central peak of the chromatograms). The 20 µL of standard prepared in ethanol were placed in 20 mL glass vials and processed according to the HS-SPME-GC-O-MS method previously described. Samples were diluted 40 times with ethanol to allow the quantification of compounds present at very high concentrations.

In addition, analytical parameters, such as linearity and limits of detection and quantification (LOD and LOQ), were determined. The signal-to-noise (s/n) method was used to determine the LOD (s/n = 3) and LOQ (s/n = 10).

2.9. Odor Activity Values (OAVs)

The OAVs values were calculated using Equation (1):

OAV=CCOCOT (1)

where CCO is the concentration of the compound (µg/g) and COT is the odor detection threshold of the compound (µg/g), compiled from various references [24,28,29,30,31,32]. COT represents the lowest concentration at which half of the experts in aroma testing are able to smell and detect the odor [33].

Most of the aromatic compounds determined by HS-SPME-GC-O-MS did not provide a characteristic peak but were smelled by the panelists. Therefore, the OAV of analytes without a chromatographic peak was calculated using the LOD. In the absence of an analyte standard, a compound with a similar chemical structure was used. If there was no similar standard, the central peak of the chromatogram (linalool) was used for calculations. All standards and their LOD are shown in Table 1.

Table 1.

List of standards and their LOD used for OAVs calculation.

No Standard LOD (µg/g) Surrogate for Compounds *
1 linalool 0.047 1, 2, 3, 6, 7, 9, 10, 11, 24, 26, 27, 38, 39, 41, 46, 47, 48
2 1-phenyl-2-butanone 0.046 4, 16, 18, 37, 40, 51
3 o-xylene 0.348 5
4 decanol 0.025 12, 15, 50
5 nonanal 0.363 13, 19, 35
6 diethyl-methyl pyrazine 0.086 17
7 cumin aldehyde 0.049 28, 32
8 coumarin 0.485 33
9 geraniol 0.126 31, 43
10 caryophyllene oxide 0.019 42, 44
11 pentadecene 0.023 52
12 5-methylfurfural 0.978 8
13 methyl benzoate 0.032 14
14 benzaldehyde 0.174 21, 49
15 (E,Z)-2,4-nonadienal 0.098 22
16 carvacrol 0.032 25, 30, 34
17 menthol 0.115 20, 23
18 valeric acid 0.096 29
19 eugenol 0.901 36
20 methyl eugenol 0.193 45

* Numbers indicate the compounds listed in the Section 3.2 Aroma Bioactive Fingerprint Evaluation of which the OAV was calculated with the present standard.

2.10. Antioxidant Activity

2.10.1. Generator of Hydroxyl (OH·) Radicals

The antioxidant capacity of the essential oils was measured with free radical scavenging activity, using an in situ gas-phase hydroxyl radical generator, according to the technique and apparatus developed by Pezo et al. [1]. The aerosol was generated using the nebulizer connected to a Bio-Rad peristaltic pump (Hercules, CA, USA), set at a flow rate of 0.8 mL/min. The total air flow rate was set at 4.20 L/min. The OH· free radicals were generated from hydrogen peroxide (0.8%) using UV lamps (Philips Eindhoven, The Netherlands) for the photochemical reaction. The apparatus consists of eight Pasteur pipettes connected to the radical generator and to amber glass bottles.

An amount of 0.04 g of essential oil was added to the Pasteur pipette containing glass wool (0.3 g). We placed 50 g of 2 µg/g aqueous sodium salicylate solution at pH 4.5 in 100 mL amber glass bottles. Phosphoric acid (1 µg/g) was used for pH adjustment. The chromatographic analysis of 2,5-dihydroxybenzoic acid (2,5-DHB) and residual salicylic acid was performed on an HPLC system (Waters 2795, Milford, MA, USA) coupled to a fluorescence detector (Waters 474) operating at the optimal wavelengths for both compounds (λex = 324 nm, λem = 448 nm). The separation was performed on a reversed-phase column (Waters XTerra MS C18). The mobile phase was aqueous acetate buffer (35 mmol/L, pH 5.9) and methanol, 90/10 (v/v) in isocratic mode (1.0 mL/min). The injection volume was 10 μL. If the essential oil scavenges the free radicals, the fluorescent hydroxylated 2,5-DHB is not formed and, therefore, the percentage of hydroxylation is lower than that of the blank. Results are expressed as percent hydroxylation.

2.10.2. Diphenylpicrylhydrazyl (DPPH)

The antioxidant activity of the essential oils was evaluated by the DPPH method, as described by Akrami et al. [34], with some modifications. The analysis was performed by preparing different concentrations of essential oils in methanol (25.0, 12.5, 10.0, 5.0 and 2.5%). The reaction was performed by adding 100 μL of each dilution to 3.5 mL of DPPH solution (30 μg/g in methanol). The blank was also measured with 100 μL methanol. All samples were kept in the dark for 30 min. After this time, the absorbance of the samples was measured at 515 nm using a Shimadzu UV-1700 PharmaSpec spectrophotometer (Duisburg, Germany). The concentration of DPPH was checked by external calibration (4–64 μg/g). DPPH solution was prepared daily.

The antioxidant capacity of the samples was expressed as the percentage inhibition of DPPH (I%) and calculated according to Equation (2), as follows:

I%=A0AA0×100 (2)

where A0 and A are the absorbance values of the blank sample (DPPH with methanol) and the essential oil sample (DPPH with essential oil), respectively. The curve of the percentage inhibition values after 30 min versus the concentration of the essential oil was plotted, and linear regression was calculated to obtain the IC50 value (the half maximal inhibitory concentration—concentration that gives a 50% reduction in the concentration of DPPH). The obtained IC50 value is inversely proportional to the antioxidant activity. The results were compared with the antioxidant activity of gallic acid (positive control) preformed according to the same procedure.

2.10.3. Oxygen Radical Absorbance Capacity (ORAC)

The antioxidant activity of the essential oils (AOX) was measured according to an ORAC assay, adapted from and described by Bentayeb et al. [35], which is based on the reaction of 2,2′-azobis (2-amidinopropane) dihydrochloride radical and fluorescein. The 1 h fluorescence decay was determined in the HPLC system already described in Section 2.10.1 (generator of hydroxyl radicals). For that, 100 μL of diluted essential oil in acetone or a blank sample (acetone only) was added to 800 μL of fluorescein solution. The reaction was started by adding 600 μL of AAPH reagent. Then, 20 µL of the mixture were injected every minute using a 0.5 mL/min water flow; the reaction was carried out in a thermostatic autosampler set at 40 °C. Excitation and emission wavelengths were set up at 540 and 565 nm, respectively. Fifty injections were conducted for each assay, describing the fluorescein decay. The area under the curve (AUC) was calculated according to Equation (3), as follows:

AUC=f1f0+f2f0+fif0+×Δt (3)

where f0 is the first peak area, fi is the area of the peak i and Δt is the time interval between consecutive peaks. The net AUC was obtained by subtracting the AUC of the blank from that of the sample.

Serial concentrations of 0, 50, 100, 200 and 250 μg/g of Trolox were prepared to obtain the calibration curve. The final ORAC values were calculated using a regression equation (Trolox concentration vs. net AUC). The results were expressed as µg of Trolox equivalents as per gram of essential oil and μmol of Trolox per g of essential oil.

2.11. Statistics

All experiments were performed at least in triplicate. The results were expressed as mean ± standard deviation. The statistical significance between different essential oils in different analysis was evaluated by a one-way ANOVA test followed by a Student’s t-Test at a significance level of p < 0.05.

3. Results and Discussion

3.1. Qualitative and Semi-Quantitative Analysis

Essential oils are complex mixtures of secondary metabolites. Many plant extracts contain volatile compounds that are responsible for their aroma and flavor characteristics. These volatiles, when included in packaging, could potentially impact the sensory attributes of the packaged food. Moreover, OAV becomes a crucial factor when considering the sensory impact of packaging on food. If the plant extracts used in the packaging have a high OAV, they may impart a noticeable aroma to the food product. This could be desirable in some cases (enhancing aroma) or undesirable (overpowering the food’s natural aroma) depending on the nature of the food and the consumer’s preference. In active packaging, the balance between the antioxidant functionality and the sensory impact (flavor and aroma) of the plant extracts is key. While the primary goal is to utilize the antioxidant properties to preserve the food, the volatile compounds within these extracts and their contribution to the overall aroma and flavor profile (as indicated by their OAV) must also be considered.

Two hundred and four different volatile compounds in all three essential oils samples of AHA, AC and SJ collected in Algeria have been detected. Among them, one-hundred and fifty-three compounds were detected by MS detector and fifty-two by panelists using the sniffing port. Only five compounds, namely eugenol, isobornyl formate, (E)-2-nonenal, perillene and caryophyllene oxide, were detected by both detectors. It suggests that analysis using only MS without olfactometry does not provide the full profile of the odorous compounds of essential oils.

After the analysis of the data from Table 2, it can be concluded that the largest chemical group of found compounds are terpenes. They are a huge and varied class of organic compounds derived from isoprene (2-methylbuta-1,3-diene), a hydrocarbon containing five carbon atoms. It has been shown that volatile terpenes play defensive role in plants [36]. In addition to their important biological role, plant-derived terpenes are widely used in industry as natural fragrances and aromas, pharmaceuticals, cosmetic ingredients, insecticides and food additives, among others. Moreover, terpenes have been shown to possess antioxidant activity preventing oxidative damage, which makes them very attractive active agents for food industry [37]. It should be highlighted that all these areas have tremendous commercial value.

The relative percentages were calculated using data from Table 2. The highest relative percentages of curcumene (12.96%), 2-epi-(E)-beta-caryophyllene (12.62%), gamma-terpinene (7.66%) and alpha-pinene (7.50%) were detected in AC essential oil, while AHA essential oil is characterized by the highest relative percentages of camphor (21.67%), 3-thujanone (17.11%), gamma-muurolene (11.84%) and eucalyptol (7.67%). Finally, camphor (19.15%), limonene (14.23%), 4-carene (10.12%), (1S)-beta-pinene (6.23%) and alpha-pinene (5.87%) were identified as the major volatile compounds of SJ essential oil. All compounds have been listed in descending order, using concentrations expressed as percentage of total volatile compounds.

The qualitative analysis of AC, AHA and RC essential oils presented to date in the literature result in an extensive list of terpenes [17,19,38]. Nevertheless, the amount of detected volatile compounds was significantly lower than those listed in this study. Moreover, the literature reports a high content of beta-pinene (36.4%) and 2-undecanone (14.7%) in AC essential oil [17]. A high content of camphor (32.3%) and chrysanthenone (25.6%) have been detected in AHA essential oil [39], while beta-amyrin (17.7%) and camphor (16.9%) have been demonstrated to be the main constituents in the CO2 supercritical fluid extract of SJ leaves [40]. This variation could be attributed to the region of cultivation of the plant, which can influence the chemical composition of the essential oil [18].

Analytical parameters for the applied chromatographic method for terpinen-4-ol standard used for semi-quantification were as follows: LOD = 0.82 ng/g; LOQ = 2.74 ng/g; r = 0.9999; and linear range 0.0027–22.19 μg/g. A very strong linear correlation coefficient in the wide range of concentrations was obtained.

Table 2.

Results of qualitative and quantitative analysis *.

No Compound Ret. Index (RI) Concentration (μg/g)
Calc. Adams (** NIST) AC AHA SJ
1 1,2,5,5-tetramethyl-1,3-cyclopentadiene 839 835** 2.42 ± 0.07
2 santolina triene 918 906 8.11 ± 0.49
3 tricyclene 931 921 3.93 ± 0.04 7.37 ± 0.73
4 alpha-pinene 946 932 110.21 ± 0.54 20.65 ± 0.82 119.18 ± 4.09
5 camphene 966 946 4.60 ± 0.55 59.20 ± 2.07
6 beta-thujene 986 966 ** 5.23 ± 1.21
7 beta-pinene 989 974 71.46 ± 1.39 16.96 ± 0.35 8.66 ± 0.13
8 beta-myrcene 1014 988 (994 **) 56.66 ± 2.70 28.63 ± 1.71
9 (1S)-beta-pinene 1007 989 ** 126.55 ± 4.21
10 4-carene 973 993 ** 205.55 ± 3.33
11 mesitylene 1005 994 26.32 ± 1.28
12 psi-limonene 1027 1010 ** 7.75 ± 0.90
13 1,2,4-trimethylbenzene 1017 1021 14.78 ± 1.62
14 eucalyptol 1055 1035 ** 138.59 ± 0.16 18.64 ± 0.76
15 limonene 1055 1044 ** 288.88 ± 11.17
16 1,5-dimethyl-1,5-cyclooctadiene 1059 1047 ** 23.42 ± 1.24
17 trans-beta-ocimene 1066 1052 ** 71.13 ± 2.61
18 gamma-terpinene 1053 1054 112.49 ± 1.08 16.46 ± 1.95
19 beta-terpinene 1076 1056 ** 20.26 ± 1.03 10.13 ± 0.16
20 alpha-ocimene 1077 1057 ** 34.27 ± 0.98
21 terpinolene 1110 1086 (1090 **) 2.39 ± 0.26 4.97 ± 1.37
22 isoterpinolene 1095 1090 ** 1.41 ± 0.25
23 2-isopropyl-5-methyl-2-hexenal 1089 1100 ** 52.27 ± 8.91 53.83 ± 1.98
24 perillene 1120 1102 3.34 ± 0.16 <LOD
25 cis-p-menth-2-en-1-ol 1088 1106 ** 22.32 ± 3.89
26 filifolone 1123 1107 ** 2.40 ± 0.96
27 p-xylene 1102 1110 ** 29.71 ± 2.97
28 3,4-dimethylbenzyl alcohol 1109 1113 ** 20.89 ± 2.26
29 (E,E)-allo-ocimene 1103 1121 ** 8.86 ± 1.21
30 allo-ocimene 1106 1128 (1113 **) 24.44 ± 1.91
31 3,4-dimethyl-2,4,6-octatriene 1125 1131 ** 6.00 ± 0.17
32 cosmene 1136 1130 ** 1.35 ± 0.31
33 (E)-2,6-dimethyl-1,3,5,7-octatetraene 1140 1134 ** 1.26 ± 0.38
34 trans-pinocarveol 1163 1135 (1155 **) 9.72 ± 0.11
35 camphor 1167 1141 (1161 **) 1.64 ± 0.15 391.27 ± 4.43 388.82 ± 13.09
36 (E)-2-nonenal 1175 1157 (1166 **) 1.73 ± 0.14
37 3-thujanone 1148 1158 ** 15.17 ± 1.99 309.04 ± 2.76 3.47 ± 0.01
38 p-mentha-1,5-dien-8-ol 1186 1166 1.81 ± 0.58
39 albene 1179 1167 ** 1.90 ± 0.24
40 3-thujen-2-one 1191 1171 4.97 ± 0.63
41 alpha-terpineol 1210 1186 (1190 **) 2.59 ± 0.77 45.19 ± 1.71
42 L-alpha-terpineol 1211 1192 ** 4.78 ± 0.58
43 eucarvone 1219 1199 ** 2.29 ± 0.14 16.39 ± 3.49
44 trans-dihydrocarvone 1206 1200 11.49 ± 1.55
45 2-pinen-4-one 1234 1204 (1214 **) 24.45 ± 1.04
46 isobornyl formate 1258 1223 (1244 **) 1.90 ± 0.81
47 (Z)-2-(3,3-dimethylcyclohexylidene)ethanol 1229 1225 ** 26.98 ± 5.28
48 cis-carveol 1254 1226 (1241 **) 2.13 ± 0.29
49 cis-3-hexenyl-alpha-methylbutyrate 1246 1229 10.56 ± 1.46
50 2-pentylcyclopentanone 1247 1230 ** 8.31 ± 0.36 1.92 ± 0.17
51 6,6-dimethylcycloocta-2,4-dienone 1240 1230 ** 1.99 ± 0.21 19.13 ± 0.71
52 bornyl formate 1227 1235 1.98 ± 0.03 23.88 ± 0.44 42.87 ± 0.99
53 (E)-2-hexenyl pentanoate 1262 1243 ** 6.23 ± 0.56
54 1-phenyl-but-3-en-1-ol 1229 1244 ** 4.69 ± 1.66
55 benzaldehyde, 4-(1-methylethyl)- 1271 1251 ** 1.64 ± 0.71
56 2-pinen-4-on 1251 1245 ** 1.81 ± 0.25 13.43 ± 0.70 1.85 ± 0.28
57 trans-2-hexenyl isovalerate 1260 1245 ** 2.08 ± 0.93
58 cis-chrysanthenol acetate 1290 1261 (1277 **) 21.70 ± 1.49
59 trans-carveol 1255 1261 ** 6.10 ± 0.68
60 alpha,alpha,4-trimethyl-3-cyclohexene-1-methanethiol 1244 1264 ** 7.16 ± 0.09
61 isobornyl acetate 1257 1268 ** 1.83 ± 0.31
62 D-carvone 1279 1270 ** 11.60 ± 1.78
63 hexyl n-valerate 1258 1272 ** 1.96 ± 0.10
64 2-isopropyl-5-methyl-3-cyclohexen-1-one 1284 1275 ** 3.26 ± 0.57
65 (Z)-3-hexenyl valerate 1253 1279 (1236 **) 2.01 ± 0.35
66 cumin aldehyde 1270 1226 (1250 **) 1.69 ± 0.32
67 bornyl acetate 1304 1284 2.41 ± 0.83
68 cuminol 1273 1284 ** 22.97 ± 0.34
69 trans-bornyl acetate 1298 1289 ** 7.68 ± 0.65
70 carvacrol 1311 1298 36.91 ± 3.85
71 2-ethyl-4,5-dimethyl-phenol 1323 1305 ** 3.04 ± 0.72
72 2-hydroxypiperitone 1329 1309 ** 3.05 ± 0.67
73 (E)-hex-3-enyl (E)-2-methylbut-2-enoate 1336 1319 ** 4.79 ± 0.36
74 2,4-decadienal 1327 1320 ** 4.81 ± 0.32
75 myrtenyl acetate 1318 1324 2.42 ± 0.84
76 (Z)-hex-3-enyl (E)-2-methylbut-2-enoate 1343 1325 ** 6.60 ± 0.94
77 hexyl (E)-2-methylbut-2-enoate 1347 1331 ** 4.02 ± 0.30
78 p-thymol 1322 1332 ** 2.45 ± 0.62
79 (-)-dihydrocarvyl acetate 1316 1335 ** 42.91 ± 3.67
80 1,5,5-trimethyl-6-methylene-cyclohexene 1355 1338 ** 4.06 ± 0.27 5.71 ± 1.53
81 alpha-cubebene 1357 1345 45.46 ± 5.17
82 3-allylguaiacol 1365 1362 ** 2.53 ± 0.03
83 cis-chrysanthenyl propionate 1368 1355 ** 8.25 ± 1.84
84 eugenol 1389 1373 ** 7.26 ± 0.06 10.28 ± 0.02
85 alpha-ylangene 1398 1373 (1406 **) 23.27 ± 2.08
86 alpha-copaene 1403 1374 (1423 **) 44.61 ± 5.89 31.68 ± 1.74
87 alloaromadendrene 1376 1386 ** 12.37 ± 1.66
88 beta-cubebene 1362 1387 (1371 **) 5.21 ± 0.63 5.81 ± 0.44
89 (-)-beta-bourbonene 1407 1388 8.12 ± 1.09
90 3-allyl-6-methoxyphenol 1382 1392 ** 5.49 ± 1.50
91 cyperene 1419 1398 (1399 **) 6.25 ± 0.97
92 longifolene 1410 1407 34.41 ± 0.76
93 caryophyllene 1428 1408 43.67 ± 6.64 57.51 ± 7.74
94 beta-ylangene 1399 1419 20.19 ± 0.98
95 alpha-farnesene 1439 1422 ** 3.10 ± 0.06 21.98 ± 1.21
96 1,4-dimethylnapthalene 1404 1424 ** 9.36 ± 0.87 37.09 ± 3.78 7.63 ± 1.66
97 2,6-dimethylnaphthalene 1408 1426 ** 43.18 ± 9.20
98 beta-copaene 1432 1430 15.22 ± 2.14 4.08 ± 0.75
99 beta-gurjunene 1445 1431 2.61 ± 0.11
100 calarene 1431 1432 ** 29.35 ± 2.62
101 trans-bergamotene 1443 1432 15.55 ± 1.93
102 aromandendrene 1437 1436 ** 14.49 ± 2.77 7.93 ± 0.41
103 cis-beta-farnesene 1438 1440 7.53 ± 1.31
104 alpha-neoclovene 1438 1452 17.34 ± 3.38
105 humulene 1447 1452 12.7 ± 1.09 9.86 ± 0.56
106 beta-farnesene 1436 1454 11.12 ± 1.50
107 alloaromadendrene 1450 1455 ** 9.15 ± 0.44 2.88 ± 0.19
108 2-epi-(E)-beta-caryophyllene 1449 1463 ** 185.37 ± 0.14
109 cis-muurola-4(15),5-diene 1446 1465 1.93 ± 0.40
110 gamma-muurolene 1430 1478 (1456 **) 213.86 ± 9.78
111 curcumene 1517 1479 (1510) ** 190.40 ± 11.99
112 alpha-amorphene 1503 1483 50.38 ± 4.84
113 germacrene D 1510 1484 (1490 **) 48.05 ± 0.33 2.42 ± 0.79
114 isopropyl cinnamate 1505 1485 ** 6.61 ± 1.03
115 beta-selinene 1520 1489 25.36 ± 2.81 8.00 ± 0.28
116 zingiberene 1519 1493 23.49 ± 1.19
117 gamma-amorphene 1511 1495 8.37 ± 0.10
118 alpha-muurolene 1518 1500 13.46 ± 0.55
119 bicyclogermacrene 1523 1500 23.31 ± 2.64
120 beta-bisabolene 1517 1505 13.01 ± 0.48
121 2-isopropyl-5-methyl-9-methylenebicyclo[4.4.0]dec-1-ene 1528 1510 ** 66.07 ± 3.21
122 gamma-cadinene 1523 1513 13.66 ± 0.60 5.02 ± 0.06 15.76 ± 0.33
123 viridiflorene 1503 1520 ** 4.74 ± 0.53
124 4-ethylbenzoic acid, but-3-yn-2-yl ester 1525 1521 ** 7.02 ± 0.41
125 sigma-cadinene 1529 1524 ** 3.11 ± 0.90 15.77 ± 0.54
126 zonarene 1526 1528 15.23 ± 2.31
127 nerolidol isomer 1 1544 1531 3.17 ± 0.21
128 cubenene 1535 1532 ** 6.04 ± 0.21 5.20± 0.27
129 italicene ether 1537 1536 2.53 ± 0.26
130 alpha-cadinene 1533 1537 5.16 ± 0.10
131 alpha-calacorene 1539 1544 2.56 ± 0.08 3.24 ± 0.21
132 nerolidol isomer 2 1546 1561 6.87 ± 1.42
133 cis-3-hexenyl benzoate 1551 1565 4.82 ± 1.32
134 caryophyllene oxide 1545 1582 (1549 **) 4.97 ± 0.08
135 neryl (S)-2-methylbutanoate 1608 1582 28.90 ± 1.72
136 caryophyllene oxide isomer 2 1614 1596 ** <LOD 4.10 ± 0.12
137 isoaromadendrene epoxide 1617 1594 ** 9.94 ± 0.78 16.43 ± 0.07
138 alpha-humulene epoxide II 1638 1608 (1620 **) 1.20 ± 0.02
139 globulol 1624 1610 ** 7.14 ± 1.00
140 isospathulenol 1601 1621 ** 5.85 ± 1.13
141 trans-carvyl (E)-2-methyl-2-butenoate 1622 1631 11.18 ± 0.21
142 tau-cadinol 1667 1638 (1660 **) 2.28 ± 0.03
143 isoaromadendrene epoxide 1644 1639 3.38 ± 0.69
144 alpha-eudesmol 1656 1643 ** 2.48 ± 0.33
145 7-methyl-1,8-naphthyridin-2-amine 1626 1644 ** 3.60 ± 0.20
146 di-epi-1,10-cubenol 1655 1645 1.19 ± 0.04
147 cubenol 1660 1651 ** 2.47 ± 0.79
148 alpha-cadinol 1665 1652 1.58 ± 0.29
149 aromadendrene oxide-(2) 1647 1678 ** 4.19 ± 0.52 2.25 ± 0.94
150 eudesm-7(11)-en-4-ol 1680 1681 2.60 ± 0.95
151 alpha-bisabolol 1706 1686 11.54 ± 0.30
152 8-cedren-13-ol 1671 1688 3.83 ± 0.20
153 eudesm-7(11)-en-4-ol 1684 1700 3.82 ± 0.08

* Table 2 presents a comprehensive list of volatile (non-odorous) compounds identified in all samples. These compounds are organized in ascending order based on their retention index (RI) values, as reported in the literature. In instances where two RI values are available, the compounds are sorted according to the first RI value listed. The literature RI has been taken from Adams [41] or NIST WebBook [42]. If the compounds were not included in Adams’ list, or if the differences between the experimental RI and the values from the table exceeded 20, the NIST WebBook was consulted, and the RI was reported with a double asterisk (**).

3.2. Aroma Bioactive Fingerprint Evaluation

Up to fifty-two compounds were found to be aroma-bioactive, which were mainly dominated by different aldehydes and ethers. The functional group of the molecule is one of the key parameters of the odor quality. Thus, the odor threshold of a compound depends on a change in the functional group of compounds with a similar structure [43].

The contribution of those fifty-two odorous compounds to the overall aroma profile of AC, AHA and SJ essential oils was estimated by calculating their OAV according to their semi-quantified concentrations, or by the LODs and thresholds given in the literature. At the same time, the dominant active aromas were selected as compounds with OAV > 1. The compounds with the highest OAV in case of AC were (E,Z)-2,4-nonadienal (geranium, pungent), (E)-2-nonenal (cucumber, fat, green), 4-mercapto-4-methyl-2-pentanol (flower, lemon), ethyl isobutyrate (sweet) and eugenol (clove, honey). For AHA, the compounds with the highest OAV were 3-nonenal (cucumber), eugenol (clove, honey) and isogeraniol (rose). Finally, the compounds characterized by the highest OAV in case of SJ were 2-undecenal (sweet), eugenol (clove, honey) and caryophyllene oxide (herb, sweet, spice).

Literature about the aroma profiles of AC, AHA and SJ essential oils has not been found, and therefore no data comparison has been performed.

It should be highlighted that the detailed definitions of the aroma profiles of AC, AHA and SJ essential oils could be successfully used as a fingerprint for the recognition and authentication of analyzed plants.

The list of identified odorous compounds in all samples is shown in Table 3.

Table 3.

Results of odors detected by panelists using HS-SPME-GC-O-MS.

No Compound Ret. Index (RI) Calc. Aroma OAV
AHA AC SJ
1 epoxylinalool 751 sweet, woody 7.83
2 ethyl isobutyrate 782 sweet 470
3 methylbutanone 844 camphor 0.025
4 isopropyl butanoate 848 pungent, fruit 2.56
5 o-xylene 869 geranium 7.00
6 octadienone 966 fruit, fat, mushroom 0.16
7 octanone 976 herb, butter, resin 9.40
8 5-methylfurfural 991 almond, caramel, burnt sugar 0.88
9 2,4-heptadienal 1019 fried 0.50
10 (E)-beta-ocimene 1030 sweet, herb 1.38
11 beta-phellandrene 1052 mint, turpentine 1.18 1.18
12 3,3,6-trimethyl-1,5-heptadien-4-ol 1086 herb NA **
13 3-nonenal 1102 cucumber 4500
14 methyl benzoate 1115 prune, lettuce, herb, sweet 61.54
15 perillene * 1120 wood NA NA
16 4-mercapto-4-methyl-2-pentanol 1120 flower, lemon 1250
17 (E)-rose oxide 1133 flower 92.00
18 methylcyclopentapyrazine 1133 roast NA
19 (E)-2-nonenal 1166 cucumber, fat, green 4500
20 menthol 1173 peppermint 0.12
21 ethylbenzaldehyde 1173 sweet 13.08
22 (E,Z)-2,4-nonadienal 1202 geranium, pungent 5000
23 epoxy-p-menthene 1206 mint, dill NA
24 linalyl formate 1216 citrus, coriander NA
25 (E)-carveol 1218 caraway, solvent 0.13
26 isobornyl formate 1223 green, earth, camphor NA
27 ethyl octenoate 1224 must, oil, fruit, pungent NA NA
28 cumin aldehyde 1226 acid, sharp 0.82
29 isobutyric acid 1238 rancid, butter, cheese 0.012
30 DL-carvone 1267 mint, basil, fennel 4.78
31 geranial 1280 lemon, mint 4.06
32 cuminic alcohol 1287 wood, herb NA
33 methyl quinoxaline 1297 roast, nut, fruit 0.00048
34 dihydrocarvyl acetate 1357 mint, camphor, medicine NA
35 2-undecenal 1370 sweet 461
36 beta-elemene 1388 herb, wax, fresh NA
37 eugenol * 1389 clove, honey 1713 1210 150
38 ethyl decanoate 1399 grape 0.09
39 beta-farnesene 1422 wood, citrus, sweet 0.54
40 ethyl salicylate 1438 wintergreen, mint NA
41 linalyl butyrate 1447 pear, sweet NA
42 isogeraniol 1462 rose 107.50
43 butyl octanoate 1463 fruit NA
44 methyl eugenol 1477 clove, spice 0.23
45 citronellyl isobutyrate 1488 fruit, rose NA
46 alpha-farnesene 1505 wood, sweet 0.54
47 methyl laurate 1510 fat, coconut NA
48 isopropyl benzoate 1555 sweet, fruit NA
49 caryophyllene oxide * 1614 herb, sweet, spice 0.046 10
50 tridecanol 1625 must NA
51 oxo-beta-ionone 1644 wood NA
52 7-heptadecene 1667 alkane NA

* Compounds presented in Table 2, also detected by MS. ** NA—data of threshold are not available, therefore OAV has not been calculated.

The detected odorous compounds were classified according to the 25 different classes of aromas suggested by Flavornet database [www.flavornet.org (accessed on 12 December 2023)]. The aroma spider graphs of analyzed essential oils were drawn according to the qualitative analysis of the olfactometry results, precisely by regrouping all the compounds having the same aroma descriptor into groups (Figure 2).

Figure 2.

Figure 2

Spider graphs of the distribution of odorous classes in analyzed samples of the following essential oils: (A) Artemisia herba-alba; (B) Artemisia campestris; and (C) Salvia jordanii.

According to the HS-SPME-GC-O-MS results, the descriptors of aroma in AHA essential oil were classified into woody, spicy, camphorous, sweety, minty, balsamic, herbal, medicinal, chemical, citrus, fatty, fruity, and floral odor classes. The descriptors of aroma in AHA essential oil were classified into woody, spicy, camphorous, sweety, minty, balsamic, herbal and medicinal odor classes. The biggest aroma groups in both the AC and AHA samples were woody and spicy. On the other hand, the descriptors of aroma in the SJ essential oil were classified into woody, spicy, minty, camphorous and sweety odor classes. The biggest aroma groups in the case of the SJ sample were woody, spicy and minty. Most of the contributions to the woody aroma were terpenes, sesquiterpenes and alcohols, while other terpenes, terpenoids and esters contributed to the minty odor of the samples. Finally, epoxide and few aromatic compounds contributed to the spicy odor of the analyzed essential oils. Undoubtedly, the spider graph of AC essential oil is much more complex, with a significantly different odors profile than the SJ and AHA samples.

3.3. Antioxidant Activity

The results of antioxidant activity obtained by three different methods are shown in Table 4.

Table 4.

Results of antioxidant activity for different samples and different methods.

Method Generator of OH· Radicals DPPH ORAC
Sample Percentage of Hydroxylation IC50 (mg/g) AOX
(μmol Trolox/g of Essential Oil) (g Trolox/g of Essential Oil) *
Artemisia herba-alba 29.62 ± 3.14 41.73 ± 4.14 309.08 ± 7.19 0.077 ± 0.002
Artemisia campestris 50.99 ± 3.31 53.44 ± 6.37 158.10 ± 4.69 0.039 ± 0.001
Salvia jordanii 81.58 ± 5.09 108.31 ± 8.01 337.49 ± 9.87 0.084 ± 0.002

* The results of ORAC are presented in two different units, for a better comparison with data available in the literature.

Depending on the considered method, different trends in antioxidant capacities can be observed. The differences in the essential oil activity from one method to another may be explained by different mechanisms, such as preventing initiation, the decomposition of peroxide, the prevention of the continuous abstraction of hydrogen, free radical scavenging, the ability to reduction, and the bond of transition ion catalysts. Therefore, it is essential to use several analytical methods and different substrates to evaluate the effectiveness of antioxidants [44].

3.3.1. Generator of Hydroxyl Radicals

The results of the percentage of hydroxylation, equal to 29.62%, for the essential oil of AHA showed significant (p < 0.05) antioxidant activity, whereas the AC oil had a lower activity, with a hydroxylation level of 50.99%. The least efficient was SJ, which showed only slight activity, with the percentage of hydroxylation reaching 81.58%.

Comparing to the results reported by Pezo et al. [45], the antioxidant activity of AHA essential oil was lower than that of cinnamon, oregano and clove essential oils. On the other hand, its activity was much higher than that of rosemary, ginger, verbena and lemongrass essential oils, or even propolis, which had hydroxylation percentages of 37.03, 60.37, 61.11 and 40.47%, respectively. AC oil was found to be less active than most essential oils except ginger and lemongrass.

Finally, the antioxidant activity of the SJ essential oil was too weak, compared to the results previously found by Pezo et al. [45].

Opposite results were obtained for the samples of AHA and SJ, despite the presence of the same main ingredient in both samples. The high hydroxyl radical-scavenging properties of the AHA samples can be probably attributed to some other compounds present in the sample or the additive and/or synergistic antioxidant effect of different compounds. But it is also a possible antagonistic effect of the compounds present in the SJ sample. Nevertheless, such conclusions should be confirmed by further investigation into different mixtures of pure compounds detected in both samples.

3.3.2. Diphenylpicrylhydrazyl (DPPH)

The results of the DPPH assay show that the essential oil of AHA demonstrates significant (p < 0.05) antioxidant activity, expressed as an IC50 of 41.73 ± 4.14 mg/g. Then, a slightly lower level of activity was observed for the AC essential oil, with an IC50 of 53.44 mg/g. In contrast, the essential oil of SJ showed a weak antioxidant capacity with a high IC50 of 108.31 mg/g. These results have been compared with the antioxidant capacity of gallic acid, which was the strongest antioxidant, with an IC50 of 46.01 ± 4.12 μg/g.

The value of the IC50 found for the AHA essential oil is higher than that found in a previous work undertaken by Rafiq et al. [46], who reported an IC50 of 2.33% (23.3 mg/g) in the same plant. Simultaneously, the essential oil of AC represents a lower IC50 than that recorded by Akrout et al. [47] which was 94.5 mg/mL, the same as for the essential oil of SJ, whose IC50 value was much higher than that found by Bendif et al. [19], which was 4.04 mg/mL.

The ability of essential oils to trap the DPPH radical may be due to the high percentage of oxygenates (mono and sesquiterpenes), such as camphor, 1,8-cineole, linalool and others, which are known for their antioxidant activity [48].

Such differences in results can be undoubtedly attributed to the different conditions of analysis presented in the literature. In addition to the different chemical composition [48], the comparison of the results remains unreliable because of the different parameters adopted during the analysis and the modified protocols that use different amounts and concentrations of DPPH, solvents (methanol, ethanol), amounts of essential oil and reaction times (15, 30 and 60 min) [44]. It should be highlighted that the DPPH method has not been standardized, and therefore it is difficult to find literature with the same conditions of experiments for a confident comparison.

3.3.3. Oxygen Radical Absorbance Capacity (ORAC)

The ORAC test allowed us to estimate the antioxidant potential of essential oils, regarding their ability to trap free radicals. The method is based on the transfer reaction of a hydrogen atom [19]. The results obtained are shown in Table 4. It can be clearly observed that the essential oil of SJ is effective as an antioxidant chain breaking agent and has a significant (p < 0.05) antioxidant activity among the three essential oils studied, with an ORAC value of 337.49 µmol Trolox/g of essential oil, equivalent to 0.084 g Trolox/g of essential oil. This value is a little bit lower than that reported by Bendif et al. [19] for the same kind of species (leaves and flowers) collected also in Algeria in March 2015, which was 0.14 to 0.17 g of Trolox/g of essential oil. It should be highlighted that ORAC was not determined for the same part of plant (steam) and difference in results may be attributed to this.

Moreover, the results of ORAC are similar for AHA and SJ samples, and this is probably due to the presence of camphor, a volatile compound with the highest quantified concentration in both samples. Also, both samples included alpha-pinene in their composition, listed as one of the major volatile components.

Nevertheless, the obtained value is similar to the ORAC AOX values of several essential oils extracted from dill seeds, rosemary and basil, which are available on the market and were produced on the industrial scale [35]. Furthermore, the results obtained for SJ, AHA and AC remain higher than the values recorded for several Juniperus species, which did not exceed 0.027 g Trolox/g of essential oil [49]. The literature very often compares the analysis of these essential oils to those of the Juniperus species, in the context of food safety [50].

When comparing samples of two Artemisia species, the better results were obtained for AHA, due to its chemical composition (i.e., the presence of camphor and thujone) [51]. The results of ORAC obtained in this study may be justified by the presence, in significant quantities, of eucalyptol and α-pinene in SJ. Different AHA essential oils are scavengers of peroxyl radical derived from APPH, often found in lipid oxidation reactions [19].

4. Conclusions

Aroma bioactive fingerprint analysis of Salvia jordanii, Artemisia herba-alba and Artemisia campestris essential oils has been performed by HS-SPME-GC-O-MS applying two different detectors: MS and human nose. Also, their profiles, with an extensive number of volatile compounds, have been determined. The predominant perceptions of aromatic compounds were comprehensively investigated using a combination of quantitative analysis with an odor detection threshold, resulting in the determination of the odor activity values.

It has been shown that performance of analysis only by MS without olfactometry does not give the full profiles of odorous compounds of essential oils, as the human nose is able to detect compounds present below the limit of detection of the GC-MS method.

Different trends in antioxidant capacities evaluated by methods with different reaction mechanisms have been observed and related to the composition of specific essential oils. Despite the presence of the same main ingredient (camphor) in samples of AHA and SJ, the opposite results for the hydroxyl radical scavenging ability have been obtained.

It should be highlighted that odor and antioxidant capacity are the most crucial and interesting properties of essential oils. The study of these is extremely important from the point of view of the food industry, where essential oils are commonly applied as food additives or active agents in antioxidant packaging. Additionally, the detailed definitions of the aroma profiles of AC, AHA and SJ essential oils could be successfully used as a fingerprint for the recognition and authentication of the analyzed plants. Beyond their aromatic allure and antioxidant prowess, essential oils hold paramount importance for their antibacterial, antifungal, and antiviral properties, making them invaluable in a myriad of applications.

Future endeavors will focus on the application of these essential oils in active packaging, employing real food samples to assess their efficacy as natural preservatives. This will involve exploring not only their sensory impact but also their ability to inhibit microbial growth, thereby extending the shelf life of food products naturally. Additionally, further research into the cultivation techniques of these plant species could enhance their commercial viability, ensuring a sustainable supply of high-quality essential oils for various industrial applications.

Acknowledgments

The authors also wish to thank the Government of Aragon and the European Social Fund for their financial support (T53-23R) of the GUIA group.

Author Contributions

Conceptualization, A.B., M.W. and G.-L.G.; methodology, D.P. and A.S.; software, A.B., D.P., M.W. and G.-L.G.; validation, A.B. and M.W.; formal analysis, A.B., M.W. and G.-L.G., investigation, A.B., M.W., G.-L.G. and J.S.; resources, E.O.-K. and C.N.; data curation, A.B., M.W., J.S., K.B. and G.-L.G.; writing—original draft preparation, A.B., M.W., D.P., J.S. and E.O.-K.; writing—review and editing, K.B., M.W., J.S., M.K., A.S. and C.N.; visualization, A.B., M.W., D.P., M.K. and A.S., supervision, M.W., D.P., K.B., E.O.-K. and C.N.; project administration, M.K., E.O.-K. and C.N; funding acquisition, M.W., D.P., M.K., E.O.-K. and C.N. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

The following ethical principles, in line with established guidelines [25] were strictly adhered to during this study to ensure the protection and welfare of all testers involved. In our case, after consultation with our institutional review body, it was determined that our study falls outside the scope of research requiring ethical oversight [52].

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding author.

Conflicts of Interest

The authors declare no conflicts of interest.

Funding Statement

This research was funded by Romanian Ministry of Research, Innovation and Digitization (MCID) through Program 1—Development of the National R&D System, Subprogram 1.2-Institutional Performance-Projects for Excellence Financing in RDI–grant number 2PFE/2021 and by Core Program within the National Research, Development and Innovation Plan 2022–2027, carried out with the support of MCID—grant number 7N/2022-23020101(SIA-PRO). Moreover, this research was supported by funds provided by Nicolaus Copernicus University (Torun, Poland) to maintain research potential and by the Excellence Initiative Research University competition for scientific groups—BIOdegradable PACKaging materials research group (4101.00000085).

Footnotes

Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

References

  • 1.Pezo D., Salafranca J., Nerín C. Design of a Method for Generation of Gas-Phase Hydroxyl Radicals, and Use of HPLC with Fluorescence Detection to Assess the Antioxidant Capacity of Natural Essential Oils. Anal. Bioanal. Chem. 2006;385:1241–1246. doi: 10.1007/s00216-006-0395-4. [DOI] [PubMed] [Google Scholar]
  • 2.Bera D., Lahiri D., Nag A. Studies on a Natural Antioxidant for Stabilization of Edible Oil and Comparison with Synthetic Antioxidants. J. Food Eng. 2006;74:542–545. doi: 10.1016/j.jfoodeng.2005.03.042. [DOI] [Google Scholar]
  • 3.Cheah P.B., Abu Hasim N.H. Natural Antioxidant Extract from Galangal (Alpinia Galanga) for Minced Beef. J. Sci. Food Agric. 2000;80:1565–1571. doi: 10.1002/1097-0010(200008)80:10&#x0003c;1565::AID-JSFA677&#x0003e;3.0.CO;2-7. [DOI] [Google Scholar]
  • 4.De Ladrón Guevara R.G., González M., García-Meseguer M.J., Nieto J.M., Amo M., Varón R. Effect of Adding Natural Antioxidants on Colour Stability of Paprika. J. Sci. Food Agric. 2002;82:1061–1069. doi: 10.1002/jsfa.1158. [DOI] [Google Scholar]
  • 5.Lourenço S.C., Moldão-Martins M., Alves V.D. Antioxidants of Natural Plant Origins: From Sources to Food Industry Applications. Molecules. 2019;24:4132. doi: 10.3390/molecules24224132. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Ribeiro J.S., Santos M.J.M.C., Silva L.K.R., Pereira L.C.L., Santos I.A., da Silva Lannes S.C., da Silva M.V. Natural Antioxidants Used in Meat Products: A Brief Review. Meat Sci. 2019;148:181–188. doi: 10.1016/j.meatsci.2018.10.016. [DOI] [PubMed] [Google Scholar]
  • 7.Gutiérrez-Del-río I., López-Ibáñez S., Magadán-Corpas P., Fernández-Calleja L., Pérez-Valero Á., Tuñón-Granda M., Miguélez E.M., Villar C.J., Lombó F. Terpenoids and Polyphenols as Natural Antioxidant Agents in Food Preservation. Antioxidants. 2021;10:1264. doi: 10.3390/antiox10081264. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Miller K.S., Krochta J.M. Oxygen and Aroma Barrier Properties of Edible Films: A Review. Trends Food Sci. Technol. 1997;8:228–237. doi: 10.1016/S0924-2244(97)01051-0. [DOI] [Google Scholar]
  • 9.Nerín C., Tovar L., Salafranca J. Behaviour of a New Antioxidant Active Film versus Oxidizable Model Compounds. J. Food Eng. 2008;84:313–320. doi: 10.1016/j.jfoodeng.2007.05.027. [DOI] [Google Scholar]
  • 10.Wu Y., Li L.Z., Yuan W.Q., Hu J.Z., Lv Z.L. Application of GC × GC Coupled with TOF–MS for the Trace Analysis of Chemical Components and Exploration the Characteristic Aroma Profile of Essential Oils Obtained from Two Tree Peony Species (Paeonia Rockii and Paeonia Ostii) Eur. Food Res. Technol. 2021;247:2591–2608. doi: 10.1007/s00217-021-03823-w. [DOI] [Google Scholar]
  • 11.Bozin B., Mimica-Dukic N., Simin N., Anackov G. Characterization of the Volatile Composition of Essential Oils of Some Lamiaceae Spices and the Antimicrobial and Antioxidant Activities of the Entire Oils. J. Agric. Food Chem. 2006;54:1822–1828. doi: 10.1021/jf051922u. [DOI] [PubMed] [Google Scholar]
  • 12.Basavegowda N., Baek K.H. Synergistic Antioxidant and Antibacterial Advantages of Essential Oils for Food Packaging Applications. Biomolecules. 2021;11:1267. doi: 10.3390/biom11091267. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Márquez-Villacorta L., Pretell-Vásquez C., Hayayumi-Valdivia M. Optimization of Edible Coating with Essential Oils in Blueberries. Cienc. E Agrotecnologia. 2022;46:e006022. doi: 10.1590/1413-7054202246006022. [DOI] [Google Scholar]
  • 14.Sharma S., Barkauskaite S., Jaiswal A.K., Jaiswal S. Essential Oils as Additives in Active Food Packaging. Food Chem. 2021;343:128403. doi: 10.1016/j.foodchem.2020.128403. [DOI] [PubMed] [Google Scholar]
  • 15.Zubair M., Shahzad S., Hussain A., Pradhan R.A., Arshad M., Ullah A. Current Trends in the Utilization of Essential Oils for Polysaccharide-and Protein-Derived Food Packaging Materials. Polymers. 2022;14:1146. doi: 10.3390/polym14061146. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Nair S.S., Trafiałek J., Kolanowski W. Edible Packaging: A Technological Update for the Sustainable Future of the Food Industry. Appl. Sci. 2023;13:8234. doi: 10.3390/app13148234. [DOI] [Google Scholar]
  • 17.Abidi A., Sebai E., Dhibi M., Alimi D., Rekik M., B’chir F., Maizels R.M., Akkari H. Chemical Analyses and Anthelmintic Effects of Artemisia Campestris Essential Oil. Vet. Parasitol. 2018;263:59–65. doi: 10.1016/j.vetpar.2018.10.003. [DOI] [PubMed] [Google Scholar]
  • 18.Bertella A., Benlahcen K., Abouamama S., Pinto D.C.G.A., Maamar K., Kihal M., Silva A.M.S. Artemisia Herba-Alba Asso. Essential Oil Antibacterial Activity and Acute Toxicity. Ind. Crops Prod. 2018;116:137–143. doi: 10.1016/j.indcrop.2018.02.064. [DOI] [Google Scholar]
  • 19.Bendif H., Boudjeniba M., Djamel Miara M., Biqiku L., Bramucci M., Caprioli G., Lupidi G., Quassinti L., Sagratini G., Vitali L.A., et al. Rosmarinus Eriocalyx: An Alternative to Rosmarinus Officinalis as a Source of Antioxidant Compounds. Food Chem. 2017;218:78–88. doi: 10.1016/j.foodchem.2016.09.063. [DOI] [PubMed] [Google Scholar]
  • 20.Strojnik L., Grebenc T., Ogrinc N. Species and Geographic Variability in Truffle Aromas. Food Chem. Toxicol. 2020;142:111434. doi: 10.1016/j.fct.2020.111434. [DOI] [PubMed] [Google Scholar]
  • 21.Turner L., Lignou S., Gawthrop F., Wagstaff C. Investigating the Factors That Influence the Aroma Profile of Apium Graveolens: A Review. Food Chem. 2021;345:128673. doi: 10.1016/j.foodchem.2020.128673. [DOI] [PubMed] [Google Scholar]
  • 22.Villière A., Symoneaux R., Roche A., Eslami A., Perrot N., Le Fur Y., Prost C., Courcoux P., Vigneau E., Thomas-Danguin T., et al. Comprehensive Sensory and Chemical Data on the Flavor of 16 Red Wines from Two Varieties: Sensory Descriptive Analysis, HS-SPME-GC-MS Volatile Compounds Quantitative Analysis, and Odor-Active Compounds Identification by HS-SPME-GC-MS-O. Data Brief. 2019;24:103725. doi: 10.1016/j.dib.2019.103725. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Jiang K., Xu K., Wang J., Meng F., Wang B. Based on HS-SPME-GC-MS Combined with GC-O-MS to Analyze the Changes of Aroma Compounds in the Aging Process of Citri Reticulatae Pericarpium. Food Biosci. 2023;54:102798. doi: 10.1016/j.fbio.2023.102798. [DOI] [Google Scholar]
  • 24.Gong X., Han Y., Zhu J.C., Hong L., Zhu D., Liu J.H., Zhang X., Niu Y.W., Xiao Z.B. Identification of the Aroma-Active Compounds in Longjing Tea Characterized by Odor Activity Value, Gas Chromatography-Olfactometry, and Aroma Recombination. Int. J. Food Prop. 2017;20:S1107–S1121. doi: 10.1080/10942912.2017.1336719. [DOI] [Google Scholar]
  • 25.The Institute of Food Science & Technology . IFST Guidelines for Ethical and Professional Practices for the Sensory Analysis of Foods. Institute of Food Science and Technology; London, UK: 2021. [Google Scholar]
  • 26.Acree T., Arn H. Flavornet and Human Odor Space. 2004. [(accessed on 4 December 2023)]. Available online: https://www.flavornet.org/flavornet.html.
  • 27.El-Sayed A.M. The Pherobase: Database of Pheromones and Semiochemicals. 2023. [(accessed on 4 December 2023)]. Available online: https://www.pherobase.com/kovats/kovats-calculator.
  • 28.Averbeck M., Schieberle P.H. Characterisation of the Key Aroma Compounds in a Freshly Reconstituted Orange Juice from Concentrate. Eur. Food Res. Technol. 2009;229:611–622. doi: 10.1007/s00217-009-1082-4. [DOI] [Google Scholar]
  • 29.Belitz H.D., Grosch W., Schieberle P. Food Chemistry. Springer; Berlin/Heidelberg, Germany: 2009. [Google Scholar]
  • 30.Pino J.A., Mesa J. Contribution of Volatile Compounds to Mango (Mangifera Indica L.) Aroma. Flavour. Fragr. J. 2006;21:207–213. doi: 10.1002/ffj.1703. [DOI] [Google Scholar]
  • 31.Tamura H., Boonbumrung S., Yoshizawa T., Varanyanond W. The Volatile Constituents in the Peel and Pulp of a Green Thai Mango, Khieo Sawoei Cultivar (Mangifera Indica L.) Food Sci. Technol. Res. 2001;7:72–77. doi: 10.3136/fstr.7.72. [DOI] [Google Scholar]
  • 32.Van Gemert L.J. Compilations of Odour Threshold Values in Air, Water and Other Media. Oliemans Punter; Zeist, The Netherlands: 2011. [Google Scholar]
  • 33.Giungato P., Di Gilio A., Palmisani J., Marzocca A., Mazzone A., Brattoli M., Giua R., de Gennaro G. Synergistic Approaches for Odor Active Compounds Monitoring and Identification: State of the Art, Integration, Limits and Potentialities of Analytical and Sensorial Techniques. TrAC Trends Anal. Chem. 2018;107:116–129. doi: 10.1016/j.trac.2018.07.019. [DOI] [Google Scholar]
  • 34.Akrami F., Rodríguez-Lafuente A., Bentayeb K., Pezo D., Ghalebi S.R., Nerín C. Antioxidant and Antimicrobial Active Paper Based on Zataria (Zataria multiflora) and Two Cumin Cultivars (Cuminum cyminum) LWT Food Sci. Technol. 2015;60:929–933. doi: 10.1016/j.lwt.2014.09.051. [DOI] [Google Scholar]
  • 35.Bentayeb K., Vera P., Rubio C., Nerin C. Adaptation of the ORAC Assay to the Common Laboratory Equipment and Subsequent Application to Antioxidant Plastic Films. Anal. Bioanal. Chem. 2009;394:903–910. doi: 10.1007/s00216-009-2766-0. [DOI] [PubMed] [Google Scholar]
  • 36.Lee S., Badieyan S., Bevan D.R., Herde M., Gatz C., Tholl D. Herbivore-Induced and Floral Homoterpene Volatiles Are Biosynthesized by a Single P450 Enzyme (CYP82G1) in Arabidopsis. Proc. Natl. Acad. Sci. USA. 2010;107:21205–21210. doi: 10.1073/pnas.1009975107. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Gonzalez-Burgos E., Gomez-Serranillos M.P. Terpene Compounds in Nature: A Review of Their Potential Antioxidant Activity. Curr. Med. Chem. 2012;19:5319–5341. doi: 10.2174/092986712803833335. [DOI] [PubMed] [Google Scholar]
  • 38.Al-Wahaibi L.H.N., Mahmood A., Khan M., Alkhathlan H.Z. Comparative Study on the Essential Oils of Artemisia Judaica and A. Herba-Alba from Saudi Arabia. Arab. J. Chem. 2020;13:2053–2065. doi: 10.1016/j.arabjc.2018.03.004. [DOI] [Google Scholar]
  • 39.Benyoucef F., El Amine Dib M., Arrar Z., Costa J., Muselli A. Synergistic Antioxidant Activity and Chemical Composition of Essential Oils from Thymus Fontanesii, Artemisia Herba-Alba and Rosmarinus Officinalis. J. Appl. Biotechnol. Rep. 2018;5:151–156. doi: 10.29252/JABR.05.04.03. [DOI] [Google Scholar]
  • 40.Bendif H., Miara M.D., Kalboussi Z., Grauzdytė D., Povilaitis D., Venskutonis P.R., Maggi F. Supercritical CO2 Extraction of Rosmarinus Eriocalyx Growing in Algeria: Chemical Composition and Antioxidant Activity of Extracts and Their Solid Plant Materials. Ind. Crops Prod. 2018;111:768–774. doi: 10.1016/j.indcrop.2017.11.056. [DOI] [Google Scholar]
  • 41.Diablo Analytical Essential Oil Components by GCMS—Version 4 by Robert Adams. [(accessed on 4 December 2023)]. Available online: https://diabloanalytical.com/ms-software/essentialoilcomponentsbygcms/
  • 42.U.S. Secretary of Commerce on behalf of the United States of America NIST Chemistry Webbook. [(accessed on 4 December 2023)]; Available online: https://webbook.nist.gov/chemistry/
  • 43.Coa V.V., Lubes V., Polster J., de Araújo Silva M.M., Lubes G. Food Aroma Evolution: During Food Processing, Cooking, and Aging. CRC Press; Boca Raton, FL, USA: 2019. Relationship between Structure and Odor. [Google Scholar]
  • 44.Boukhalkhal S., Gourine N., Pinto D.C.G.A., Silva A.M.S., Yousfi M. Variability of the Chemical Composition and the Antioxidant Activity of the Essential Oils of Two Subspecies of Artemisia Campestris L. Growing in Algeria. J. Food Meas. Charact. 2018;12:1829–1842. doi: 10.1007/s11694-018-9797-1. [DOI] [Google Scholar]
  • 45.Pezo D., Salafranca J., Nerín C. Determination of the Antioxidant Capacity of Active Food Packagings by in Situ Gas-Phase Hydroxyl Radical Generation and High-Performance Liquid Chromatography-Fluorescence Detection. J. Chromatogr. A. 2008;1178:126–133. doi: 10.1016/j.chroma.2007.11.062. [DOI] [PubMed] [Google Scholar]
  • 46.Rafiq R., Hayek S.A., Anyanwu U., Hardy B.I., Giddings V.L., Ibrahim S.A., Tahergorabi R., Kang H.W. Antibacterial and Antioxidant Activities of Essential Oils from Artemisia Herba-Alba Asso., Pelargonium Capitatum × Radens and Laurus Nobilis l. Foods. 2016;5:28. doi: 10.3390/foods5020028. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Akrout A., Chemli R., Chref I., Hammami M. Analysis of the Essential Oil of Artemisia Campestris L. Flavour. Fragr. J. 2001;16:337–339. doi: 10.1002/ffj.1006. [DOI] [Google Scholar]
  • 48.Selmi S., Rtibi K., Grami D., Hajri A., Hosni K., Marzouki L., Sebai H. Antioxidant Properties of Artemisia Herba-Alba and Eucalyptus Camaldulensis Essentials Oils on Malathion-Induced Reproductive Damage in Rat. RSC Adv. 2016;6:110661–110673. doi: 10.1039/C6RA18268B. [DOI] [Google Scholar]
  • 49.Zheljazkov V.D., Kacaniova M., Dincheva I., Radoukova T., Semerdjieva I.B., Astatkie T., Schlegel V. Essential Oil Composition, Antioxidant and Antimicrobial Activity of the Galbuli of Six Juniper Species. Ind. Crops Prod. 2018;124:449–458. doi: 10.1016/j.indcrop.2018.08.013. [DOI] [Google Scholar]
  • 50.Thielmann J., Muranyi P., Kazman P. Screening Essential Oils for Their Antimicrobial Activities against the Foodborne Pathogenic Bacteria Escherichia Coli and Staphylococcus Aureus. Heliyon. 2019;5:e01860. doi: 10.1016/j.heliyon.2019.e01860. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Walch S.G., Tinzoh L.N., Zimmermann B.F., Stühlinger W., Lachenmeier D.W. Antioxidant Capacity and Polyphenolic Composition as Quality Indicators for Aqueous Infusions of Salvia Officinalis l. (Sage Tea) Front. Pharmacol. 2011;2:79. doi: 10.3389/fphar.2011.00079. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.UNIZAR- Zaragoza University Code of Good Research Practices of Zaragoza University. 2018. [(accessed on 4 December 2023)]. Available online: https://www.unizar.es/sites/default/files/gobierno/investigacion/code_of_good_research_practices_unizar.pdf.

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding author.


Articles from Foods are provided here courtesy of Multidisciplinary Digital Publishing Institute (MDPI)

RESOURCES