Chemical Science Review and Letters
ISSN 2278-6783
Research Article
Total phenolics, flavonoids contents and antioxidant activity of essential
oil and aqueous extracts of Salvia aucheri Boiss var. mesatlantica
Mohamed Znini, Amal Laghchimi, Abdeslam Ansari, Mounir Manssouri, Lhou Majidi*
Université My Ismail, Laboratoire des Substances Naturelles & Synthèse et Dynamique Moléculaire, Faculté des Sciences et
Techniques, BP 509, 52003, Errachidia, Morocco
Abstract
Air dried plant
This study was designed to examine the total phenolic
(100g)
and flavonoid contents and antioxidant activity of
essential oil (EO) and Odorized Hot Water Extract
(OdHW) and Dedorized Hot Water Extract (DeHW))
of Salvia aucheri var. mesatlantica were using 2,2diphenyl-1-picrylhydrazyl radical (DPPH•) assay and
Hydrodistillation
(3H)
the β-carotene bleaching (BCB) test. The total
phenolic contents of the different extracts as caffeic
Liquid retentate
Essential oil (EO)
acid equivalents were found to be highest in OdHW
(429.3 μg/mg) followed by DeHW (337.25 μg/mg)
and the phenolic contents was lower EO (0.71 μg/mg).
Lyophilization
The inhibition on DPPH• and prevented the BCB of all
extracts as ascorbic acid and BHT standards,
Dedorized Hot Water Extract
respectively were in the order of OdHW extract >
(DeHW)
DeHW extract > EO. The findings show that a
positive correlation was observed between the
antioxidant activity and total phenolic levels of *Correspondence
extracts. Arial parts of S aucheri mesatlantica being Author: Lhou Majidi
rich in phenolics may provide a good source of Email: lmajidi@yahoo.fr
antioxidant.
Hot water refluxing
(3H)
Liquid retentate
Lyophilization
Odorized Hot Water Extract
(OdHW)
Keywords: Total phenolics, Flavonoids, Antioxidant
activity, Extracts, S aucheri mesatlantica
Introduction
Free radicals are the molecules with unpaired electrons and commonly called reactive oxygen species (ROS). They
are generated during the process of cellular oxidation, some examples includes superoxide anion, hydrogen peroxide,
hydroxyl and nitric oxide radical [1] Free radicals react with nucleic acids, mitochondria, proteins and enzymes and
resulted in their damage in the human health by causing severe diseases, such as cancer and cardiovascular diseases
by cell degeneration [2]. Therefore much attention has been focused on the use of antioxidants to protect from
damage due to free radicals. There are two basic categories of antioxidants, namely, synthetics and naturals. Synthetic
antioxidants such as butylated hydroxyanisole (BHA) and butylated hydroxytoluene (BHT) have been used as
antioxidants since the beginning of this century. However, restrictions on the use of these compounds are being
imposed because of their carcinogenicity and other toxic properties [3]. Thus, the interest in natural antioxidants has
increased considerably. These compounds exhibit their antioxidant activity by various mechanisms including chain
breaking by donation of hydrogen atoms or electrons that convert free radicals into more stable species and
decomposing lipid peroxides into stable final products [4]. Among natural products, essential oils and plant extracts
have been of great interest for their potential uses as alternative remedies for the treatment of many infectious diseases
and the preservation of the foods from the toxic effects of the oxidants [5].
The genus Salvia (sage) is one of the largest and the most important aromatic and medicinal genera of the
Lamiaceae family which contains 900 different species widespread throughout Mediterranean region, South-East
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Asia and Central America. About 14 species are also found in Morocco, where, 5 of these species are endemic [6]
Salvia is a rich source of phytochemicals including phenolic acids, polyphenols, flavonoid glycosides, and essential
oils [7-10].
Salvia aucheri var. mesatlantica is a spontaneous shrub and endemic to the middle and high Atlas of Morocco
(Figure 1). The leaves and stems of this plant, known locally as ‘‘Tagoltamte”, are used in decoction by the local
population as herbal tea and against stomach ailments, rheumatism and digestive disorder [10].
Figure 1 Salvia aucheri var. mesatlantica in its native habitat in south-eastern of Morocco.
Recently, we have reported the first studied of the chemical composition of essential oil of S. aucheri
mesatlantica and its application as a green inhibitor for the corrosion of steel in 0.5 M H 2SO4 [10]. We reported also,
the antifungal activities of liquid and vapour-phase of the essential oil against fungi commonly causing deterioration
of apple [11]. As far as our literature survey could ascertain, antioxidant activities of S. aucheri mesatlantica have not
previously been published. Therefore, the objective of this study was to determine the antioxidant activities of its
essential oil, as well as the two various extracts obtained by water, using two different methods: 2,2-diphenyl-1picrylhydrazyl (DPPH•) radical activity assay and the β-carotene bleaching (BCB) test. Total phenolics and
flavonoids content of plant extracts are also reported.
Experimental
Plant material
The aerial parts of S. aucheri mesatlantica were harvested in May 2009 in the wild in the mountain Assoul located at
the south-east of Errachidia (Morocco) at an altitude of 2000 m. Identification of the species was confirmed by
biology unity and voucher specimens were deposited in the herbarium of Faculty of Sciences and Technology of
Errachidia.
Preparation of the Extracts
Essential oil isolation (EO)
The EO used in this study was the same we used in our previous study [10]. It was prepared by hydrodistillation for
3h using a Clevenger type apparatus and analyzed by gas chromatography (GC) and gas chromatography/mass
spectroscopy (GC/MS). The EO yield was approx 1.2% and a total of 38 components, accounting for 95.4% of the
total oil, were identified (Table 1). It contained camphor as the main component with 49.80%, followed by 1,8-cineol
(9.50%), the viridiflorol (8.8%) and camphene (7.80%).
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Table 1 Chemical composition of essential oil from S. aucheri mesatlnatica from Morocco [10].
N°a Components
RI ab
RI pc
%d
Tricyclene
921
995
0.3
1
α-Pinene
930
1007
2.9
2
Camphene
943
1046
7.8
3
β-Pinene
967
1088
1.2
4
Myrcene
976
1132
0.2
5
p-Cymene
1007
1229
1.5
6
1,8-Cineol*
1016
1183
9.5
7
Limonene*
1016
1167
1.9
8
Camphenilone
1051
1407
0.2
9
Linalool
1078
1498
0.2
10
α-Campholenal
1096
1436
0.1
11
Camphor*
1119
1467
49.8
12
trans-Pinocarveol*
1119
1599
1.0
13
cis-Verbenol
1122
1626
0.4
14
Pinocarvone
1132
1511
0.4
15
Borneol
1143
1646
1.7
16
p-Cymen-8-ol
1154
1789
0.5
17
Terpinen-4-ol
1155
1551
0.4
18
Myrtenal
1163
1570
0.5
19
α-Terpineol
1166
1643
0.4
20
Myrtenol
1174
1734
0.3
21
trans-Carveol
1192
1777
0.3
22
Carvone
1210
1673
0.2
23
Bornyl acetate
1265
1529
1.0
24
Carvacrol
1275
2135
0.5
25
α-Terpinyl acetate
1329
1643
0.4
26
Geranyl acetate
1358
1706
0.1
27
γ-Cadinene
1506
1706
0.3
28
trans-Calamenene
1509
1777
0.1
29
Caryophyllene oxyde
1569
1919
0.3
30
Globulol
1575
1994
0.2
31
Viridiflorol
1584
2021
8.8
32
Epoxyde d'Humulene II
1594
1973
0.3
33
Caryophylla-4(14),8(15)-dien-5α-ol
1621
2220
0.3
34
τ-Cadinol
1627
2102
0.5
35
β-Eudesmol
1636
2157
0.3
36
α-Cadinol
1640
2161
0.3
37
Cadalene
1657
2140
0.3
38
Total identified
95.40
Monoterpene Hydrocarbons
15.8
Oxygenated Monoterpenes
67.9
Sesquiterpene Hydrocarbons
0.7
Oxygenated Sesquiterpenes
11.0
Order of elution are given on apolar column (Rtx-1)
RI a = retention indices on the apolar column (Rtx-1)
c
RI p = retention indices on the polar column (Rtx-Wax)
d
% = relative percentages of components are given on the apolar column except for components
with an asterisk (*) (percentages are given on the polar column )
a
b
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Preparation of the Deodorized Hot Water Extract (DeHW)
After completion of hydrodistillation, the liquid retentate was collected, filtered and centrifuged at 5000 rpm for 30
min. The supernatant was also filtered to eliminate any residues and lyophilized to give finally DeHW in a yield of
14.78% (w/w) [12].
Preparation of the Odorized Hot Water Extract (OdHW)
A portion (100 g) of dried plant material was extracted with 1L of water under refluxing for 3 h. The liquid retentate
was collected, filtered and centrifuged at 5000 rpm for 30 min. The supernatant was also filtered to eliminate any
residues and lyophilized to give finally OdHW in a yield of 17.6% (w/w).
Assay for total phenolics contents (TPC)
Total phenolics constituent of the extracts were determined by using the Folin-Ciocalteu reagent according to the
method described by Sarikurkcu et al. (2010) with slight modifications[13]. 0.1 ml of extract solution, containing 1000
µg extract, was added to a volumetric flask. Then, 45 ml distilled water and 1 ml Folin–Ciocalteu reagent was added
and flask was shaken vigorously. After 3 min, a 3 ml of Na 2CO3 (2%) solution was added and the mixture was
allowed to stand for 2h by intermittent shaking. Absorbance was measured at 760 nm. TPC were expressed as caffeic
acid equivalents (CAEs), using a calibration curve of a freshly prepared caffeic acid solution used as standard agent.
For the caffeic acid, the curve absorbance versus concentration is described by the equation:
Absorbance = 0.0653 CAEs (µg) - 0.001
(R² : 0.9799).
Assay for total flavonoids contents (TFC)
TFC was determined by using the method of Sarikurkcu et al. (2010) with slight modifications [13]. Briefly, 1 ml of
2% aluminium trichloride (AlCl3) in methanol was mixed with the same volume of the extract solution (1000 µg).
Absorbance values of the samples were determined at 430 nm after 15 min duration against a blank. TFC were
expressed on a dry weight basis as quercetin equivalents (QEs), using a calibration curve of a freshly prepared
quercetin solution used as standard agent. For quercetin, the curve absorbance versus concentration is described by
the equation:
Absorbance = 0.1195 QEs (µg) + 0.0319
(R² : 0.9996)
Antioxidant activity
DPPH• assay
The antioxidant activity of S. aucheri mesatlnatica essential oil and two water extracts extracts were assessed by
measuring their scavenging abilities to 2.2’-diphenyl-1-picrylhydrazyl stable radicals. The DPPH• assay was
performed as described [14]. In succinct terms, the aliquots (50 µl) of various concentrations of the test compound
were added to 5 ml of a 0.004% methanol solution of DPPH •. After a 30 min incubation period at room temperature
the absorbance was read against a blank at 517 nm. Under the same operating conditions, natural antioxidant reagent
Ascorbic acid (3-7 µg/ml) was used as the positive control and all tests were carried out in triplicate. Inhibition free
radical DPPH• in percent (I%) was calculated in following way: :
I% = (1 - Asample/Ablank) x 100
where Ablank is the absorbance of the control reaction (containing all reagents except the test compound), and Asample is
the absorbance of the test compound. The antiradical activity was finally expressed as IC 50 (μg/ml), the extract
concentration required to cause a 50% inhibition.
β-Carotene bleaching (BCB) test
In this assay antioxidant capacity is determined by indirectly measuring the inhibition of the volatile organic
compounds and the conjugated diene hydroperoxides arising from linoleic acid oxidation. Antioxidant activity was
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carried out according to the β-carotene bleaching method with minor modifications [15]. β-Carotene (2 mg) was
dissolved in 10 ml chloroform. 1 ml of the chloroform solution was mixed with 20 µl linoleic acid and 200 mg
Tween-20. The chloroform was evaporated under vacuum at 45°C, then 50 ml oxygenated water was added, and the
mixture was vigorously shaken. The emulsion obtained was freshly prepared before each experiment. An aliquot (250
µl) of the β-carotene-linoleic acid emulsion was distributed in each of the tubes and 30 µl of various concentrations of
each extract are added. The tubes were incubated at 45°C for 2h, and the absorbance was measured at 470 nm against
a blank. Readings of all samples were performed immediately (t = 0 min) and after 2h of incubation (t = 120 min).
Under the same operating conditions, BHT (0.5-5 µg/ml) was used as positive control and all tests were carried out in
triplicate. The antioxidant activity of the extracts was evaluated in term of β-carotene bleaching inhibition in percent
(I%) using this formula :
I% = (Aβ-carotene after 2h assay/Ainitial β-carotene) x 100
where Aβ-carotene after 2 h assay is the absorbance of β-carotene after 2 h assay remaining in the samples and Ainitial β-carotene is
the absorbance of β-carotene at the beginning of the experiments. The results were expressed as IC 50 values (µg/ml).
Statistical analysis
Experimental results were expressed as mean ± SD of three parallel measurements and analyzed by SPSS (SPSS 10
for Windows) statistical software. Differences between means were determined using Tukey multiple comparisons
and least significant difference (LSD). Correlations were obtained by Pearson correlation coefficient in bivariate
correlations. P values < 0.05 were regarded significant.
Results
Assays for total phenolics and flavonoids contents (TPC and TFC)
On the basis of the absorbance values of the various extract solutions, results of the colorimetric analysis of TPC and
TFC are given in (Figure 2).
Figure 2 TPC and TFC (μg Es/mg extract) of all extracts from S. aucheri mesatlnatica.
Considering the results from the (Figure 2), TPC was highest in the hot water extracts with a content of 429.30 ±
7.2 μg CAEs/mg (42.93± 0.72%) and 337.25 ± 21.87 μg CAEs /mg (33.73± 2.19%) for the OdHW and DeHW
extracts, respectively. However, EO was the poorest extract in polyphenols with 0.71 ± 0.03 μg CAEs/mg (0.07 ±
0.003%). Similarly, the quantitative determination of flavonoids also found that OdHW extract was the richest in
flavonoids content with 93.96 ± 1.7 µg QEs/mg (9.4 ± 0.17%) followed by DeHW extract with 58.93± 1.61 μg
QEs/mg (5.89 ± 0.16%), while the content of the EO was very low (0,05 μg QEs/mg). The Statistic analysis of TPC
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and TFC revealed a high significant difference (p< 0.05) between all extracts. In addition, the results showed that all
the samples tested had higher concentrations of polyphenols than flavonoids.
Determination of antioxidant activities
DPPH• assay
DPPH• is a highly stable free radical with purple color. After reacting with an antioxidant it turned to a stable yellow
color compound (diphenyl-picrythydrazine). Reduction in the color was measured by spectrophotometer (λ max =517
nm). The results of antiradical activities of studied extracts and ascorbic acid (positive control) were presented in
Table 2.
Table 2 Scavenging activity, expressed as (%) and IC50 values (µg/ml), on DPPH• test of S. aucheri mesatlnatica
extracts and ascorbic acid*.
Sample
Concentration (µg/ml)
Scavenging effect on DPPH• (%)
IC50 (µg/ml)**
500
22.90±4.89
1561.67 ± 230.94 a
EO
1000
40.53±3.69
1500
49.04±3.25
2000
61.28±0.85
12
40.24±2.78
14.73 ± 0.68 b
DeHW
14
47.28±1.21
16
55.49±1.47
18
58.04±1.02
20
63.31±2.31
2
15.75±3.56
6.63 ± 0.47 c
OdHW
4
27.28±3.03
6
43.81±2.19
8
59.20±1.43
10
68.37±1.51
1
14.97±0.47
3.01 ± 0.16 d
Ascorbic acid
2
28.75±1.95
3
49.99±2.29
4
64.84±2.78
5
79.25±1.88
*
Values expressed are means ± S.D. of three parallel measurements.
Values followed by different letters were significantly different at P < 0.05 according to the Tukey multiple comparisons
and least significant difference (LSD).
**
The free radical scavenging activity of the all samples showed a concentration-dependent activity profile. It
increased with an increase in their concentrations. It can be seen that various extracts exhibited a significant
difference to free radical scavenging activities (p< 0.05), which reached at higher value in the presence of the highest
extract concentration.
According to the results obtained, the OdMW extract exhibited high DPPH • radical scavenging activity with an
IC50= 6.63 ± 0.47 µg/ml. This activity was followed by DeHW extract with an IC50= 14.73 ± 0.68 µg/ml, whereas the
EO showed the weakest activity potential with an IC50= 1561.67 ± 230.94 µg/ml, which is 235 times less active than
the OdMW extract. In comparison with the standard antioxidant (IC50 = 3.01 ± 0.16 µg/ml), all the extracts tested are
less active. It thus appears that the OdMW and DeHW extracts are 1.35 times and 5 times less active than ascorbic
acid, respectively. Thus, the DPPH• scavenging effect increased in the order of EO < DeHW < OdHW < Ascorbic
acid.
β-Carotene bleaching (BCB) test
The potential of the plant to inhibit lipid peroxidation was evaluated using the BCB test. The results of S. aucheri
mesatlnatica samples and standard (BHT) are presented in Table 3.
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Table 3 Inhibition of β-carotene discoloration, expressed as (%) and IC50 values (µg/ml), of S. aucheri mesatlnatica
extracts and BHT*.
Sample
Concentration (µg/ml)
β-carotene discoloration (%)
IC50 (µg/ml)**
300
26.33±10.34
934.5 ± 10.27 a
EO
500
28.86±10.83
1000
43.36±9.49
2000
65.31±9.96
5
6.32±1.17
35.19 ± 1.11 b
DeHW
10
17.90±2.01
25
46.90±1.32
50
60.91±1.11
100
69.65±1.43
5
21.56±2.65
17.55 ± 2.78 c
OdHW
10
42.46±3.04
25
64.14±2.53
50
71.20±2.94
100
74.24±1.97
0.5
40.83±0.32
1.07 ± 0.19 d
BHT
1
50.18±0.18
2
58.56±0.09
5
68.44±0.11
*
Values expressed are means ± S.D. of three parallel measurements.
Values followed by different letters were significantly different at P < 0.05 according to the Tukey multiple
comparisons and least significant difference (LSD).
**
Similar activity pattern was observed when compared to the results of DPPH • system, BCB test showed that all
samples inhibits oxidation of the linoleic acid, in a dose-dependent and significant manner (p< 0.5). In this study,
OdHW extract exhibited also high activity of oxidation of the linoleic with an IC 50 value 17.55 ± 2.78 µg/ml. This
activity was followed again by DeHW extract with IC50= 33.54 ± 1.11 µg/ml), indicating that the OdMW extract was
almost twice more active than DeHW extract. However, EO was less active with an IC50 = 1363 ± 10.27 µg/ml. As
can be seen from Table 3, antioxidant activity of BHT (IC50 =1.07 ± 0.19 µg/ml) was found to be higher than that of
all samples tested.
Discussion
Literature review shows the presence of different compounds such as phenolic acids, polyphenols, flavonoid and
essential oils in the Salvia family plants [7-10]. The presence of these compounds in the aqueous extracts of S.
aucheri mesatlantica may also be the main cause of its high antiradical activities and high TPC. Indeed, OdHW and
DeHW extracts are rich in polyphenol (429.30 ± 7.2 and 337.25 ± 21.87 µg CAEs/mg, respectively). These values are
higher than that obtained in methanol and deodorized aqueous extracts of S. tomentosa from Turkey (200 and 149 µg
GAEs/mg, respectively) [16]. It is also higher than that of methanol extracts of S. verbenaca collected in 10 different
sites in Tunisia (55.03 to 136.33 µg GAEs/mg) [17] and aqueous extract of the S. officinalis leaves from Brazil (7.6 ±
1.2 µg GAEs/mg) [18]. The difference in levels of polyphenols in plants is probably due to the composition of
phenolic extracts [19] and biotic (species, organ and physiological stage) or abiotic (salinity, luminosity, water deficit
and edaphic factors) conditions [20]. On the other hand, OdHW extract exhibited also high antioxidant activity with
its IC50 was lower than those of some species of Salvia reported in the literature. For instance, the methanol extracts
of six Salvia species were screened for their possible antioxidant activities by Tepe et al [7] and it was determined that
the most active plant was S. euphratica subsp. Euphratica with an IC50 value of 20.7 ± 1.22 μg/ml, followed by S.
sclarea (IC50 = 23.4 ± 0.97 μg/ml) among the polar subfractions. Also, it was stated that the free radical scavenging
activity of S. tomentosa aqueous methanol extract was superior to all other extracts prepared by using solvents of
varying polarity (IC50 =18.7 μg/ml) [16]. Moein et al [21] reported that he polar subfractions C and F of ethyl acetate
extract of S. mirzayanii possessed high scavenging activities against free radicals with IC50 = 37.9 ± 0.85 and 40.05 ±
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1.4 µg/ml, respectively. Other results have shown that the various extracts of plants exhibited highest antioxidant
property. For instance, the aqueous extract of Xylopia. aethiopia exhibited antioxidant activities DPPH assay with an
IC50 of 280 µg/mL [22]. This value is lower than that of our sample. The antioxidant activities of the methanol
extracts from seeds of Helianthus annuus were investigated. The result showed that these extract exhibited a
significant inhibition of DPPH activity (85% at 100 µg/ml) [23].
Moreover, it is apparent that the high activity of aqueous extracts is due to their high TPC and TFC. Therefore,
the correlation coefficients between the antioxidant capacities, TPC and TFC for all extracts were determined. Table
4 lists the Pearson’s coefficients between TPC, TFC and various antioxidant capacities.
Table 4 Pearson’s coefficients between TPC, TFC and IC50 values (µg/ml) obtained by the DPPH• assay and BCB
test of all extracts of S. aucheri mesatlantica.
Test
TPC
TFC
DPPH• assay (IC50)
BCB test (IC50)
TPC
1.000 0.970* 0.960*
0.962*
TFC
1.000
0.866**
0.871**
DPPH• assay (IC50)
1.000
0.999*
BCB test (IC50)
1.000
** Correlation is significant at the 0.01 level
* Correlation is significant at the 0.001 level
Analysis of the results revealed that the TPC showed a high significant correlation with IC 50 values obtained by
DPPH• and BCB tests (r2= 0.960 and 0.962, respectively) (p< 0.001)). Similarly, a very significant correlation (p
<0.01) was observed between the TFC and the IC50 values obtained by DPPH• and BCB tests (r2 = 0.866 and 0.871,
respectively). In addition, a highly significant correlation (p < 0.001) was observed between the IC50 values calculated
by the two different techniques (r2 = 0.999). We noted also that the IC50 values of DPPH• assay were lower than those
of BCB test, except essential oil. This might be attributed that, the linoleic acid peroxidation inhibitory activity was
mostly controlled by some non-polar metabolites present in extracts such as essential oils, while these hydrophilic
antioxidants and antiradical activity were mainly attributed to polar secondary metabolites such as phenolics and
flavonoids. This is in agreement with the results obtained by Frankel and Meyer in 2000 have suggested that
antioxidants which exhibit apolar properties are most important because they are concentrated in the lipid-water
interface, thereby preventing the formation of lipid radicals and β-carotene oxidation. In contrast, the polar
antioxidants are diluted in the aqueous phase and thus are less effective in protecting of lipids [24]. It was reported
that sample that inhibits or retards the bleaching β-carotene can be described as a scavenger of free radicals and as a
primary antioxidant [25].
Many studies have conclusively shown close relationship between total phenolic contents and antioxidative
activity of the fruits, plants and vegetables [26]. The key role of phenolic compounds as scavengers of free radicals is
emphasized in several reports. Their antioxidant activity is mainly due to their redox properties which make them act
as reducing agents, hydrogen donors, and singlet oxygen quenchers [27, 28]. Therefore, synergistic or additive actions
of the different compounds present in the extracts cannot be ruled out. Indeed, in the present study, the results
obtained by the two methods show that the OdHW has significant antioxidant activities than DeHW and EO. This
behavior can be explained by the synergistic action between volatile and non-volatile compounds present in the
OdHW compared to the DeHW that is devoid in volatile compounds lost during the preparation of EO by
hydrodistillation.
Conclusion
In recent times, the essential oils and various extracts of plants have attracted attention as sources of natural products.
They have been studied for their potential uses as alternative remedies for the treatment of many oxidative diseases as
well as the preservation of foods from the toxic effects of oxidants. In this respect, studying with the endemic species
may be of great interest since their bioactive properties and secrets could be lost forever without being tapped. So far
we know this is the first report that envisages the antioxidant activities of essential oil and various extracts of S.
aucheri mesatlantica. Indeed, the activity of these extracts was attributed to the higher phenolic content. Therefore,
aerial parts of S aucheri mesatlantica may provide a good source of strongly antioxidant substances for use as a
natural additive in food and pharmaceutical industries.
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Chem Sci Rev Lett 2015, 4(16), 1108-1116
Publication History
Received 03rd Oct
Revised
14th Nov
Accepted 06th Dec
Online
30th Dec
Article CS03204610
2015
2015
2015
2015
1116