Abstract
The compositions of volatile components in the aerial parts of six Astragalus species, namely A. campylotrichus (Aca), A. chiwensis (Ach), A. lehmannianus (Ale), A. macronyx (Ama), A. mucidus (Amu) and A. sieversianus (Asi), were investigated using gas chromatograph-mass spectrometry (GC-MS) analysis. Ninety-seven metabolites were identified, accounting for 73.28, 87.03, 74.38, 87.93, 85.83, and 91.39% of Aca, Ach, Ale, Ama, Amu and Asi whole oils, respectively. Sylvestrene was the most predominant component in Asi, Amu and Ama, with highest concentration in Asi (64.64%). In addition, (E)-2-hexenal was present in a high percentage in both Ale and Ach (9.97 and 10.1%, respectively). GC-MS based metabolites were subjected to principal component analysis (PCA) and hierarchal cluster analysis (HCA) to explore the correlations between the six species. The PCA score plot displayed clear differentiation of all Astragalus species and a high correlation between the Amu and Ama species. The antioxidant activity was evaluated in vitro using various assays, phosphomolybdenum (PM), 2,2 diphenyl-1-picryl-hydrazyl-hydrate (DPPH), 2,2-azino bis (3-ethylbenzothiazoline-6-sulphonic acid) (ABTS), cupric reducing antioxidant capacity (CUPRAC), ferric reducing power (FRAP) and ferrous ion chelation (FIC) assays. In addition, the potential for the volatile samples to inhibit both acetyl/butyrylcholinesterases (AChE, BChE), α- amylase, α-glucosidase and tyrosinase was assessed. Most of the species showed considerable antioxidant potential in the performed assays. In the DPPH assay, Ama exhibited the maximum activity (24.12 ± 2.24 mg TE/g sample), and the volatiles from Amu exhibited the highest activity (91.54 mgTE/g oil) in the ABTS radical scavenging assay. The effect was more evident in both CUPRAC and FRAP assays, where both Ale and Ama showed the strongest activity in comparison with the other tested species (84.06, 80.28 mgTE/g oil for CUPRAC and 49.47, 49.02 mgTE/g oil for FRAP, respectively). Asi demonstrated the strongest AChE (4.55 mg GALAE/g oil) and BChE (3.61 mg GALAE/g oil) inhibitory effect. Furthermore, the best tyrosinase inhibitory potential was observed for Ale (138.42 mg KAE/g). Accordingly, Astragalus species can be utilized as promising natural sources for many medicinally important components that could be tested as drug candidates for treating illnesses such as Alzheimer’s disease, diabetes mellitus and oxidative stress-related diseases.
Keywords: leguminosae, Astragalus, chemometrics, GC-MS, volatile components, antioxidants, enzyme inhibition
1. Introduction
Astragalus (family Leguminosae) is a large genus widely distributed in the temperate regions of the world, principally in Eurasia and North America. This genus is notable because of its worldwide taxonomic problems. Therefore, it represents an endless mine for taxonomists’ work that results in constant revision, particularly at the section level. Astragalus is a characteristic Irano-Turanian region genus, and many of its species show a narrow geographic range (narrow endemics), which makes them vulnerable to extinction. Most members of this genus are generally associated with semi-arid and arid habitats across the world [1]. There are about 650 species of Astragalus in the flora of Central Asia, while nearly 275 species are among the Uzbek flora [2].
Many Astragalus species have been used for centuries in the traditional medicine of Iran, Pakistan, India, China, and Korea. They have contributed in curing many illnesses, such as liver and kidney associated diseases, gastrointestinal disorders, and many others [1]. However, the most fame for many Astragalus species was gained owing to their potential to produce gum tragacanth, which has a number of well documented medicinal uses. In addition, it is an important substance in both the food and pharmaceutical industries [1].
Among these species, the roots of Astragalus membranaceus Bge. var. mongholicus (Bge.) Hsiao and A. membranaceus (Fisch.) Bge. along with their products are documented in the Chinese Pharmacopeia for the treatment of many syndromes associated with “qi deficiency”. On the other hand, in traditional Uzbek medicine, the decoction obtained from the fruits of A. sieversianus is used to remove kidney and bladder stones. Meanwhile, the ingested seeds are used to improve hernias in kids and are smoked to treat syphilis [2]. Leaves and gummy exudates of A. rubrivenosus Gontsch and A. abolinii Popov are considered useful in the treatment of kidney disease, hypertonic disease, and in burns as a demulcent [1].
Some members of Astragalus are well known for their pharmacological properties. It was reported that many species and their isolated components possessed promising anti-inflammatory, immunostimulant, antioxidant, anti-cancer, antidiabetic, hepatoprotective, cardioprotective, antibacterial, and antiviral activities [3]. Phytochemical and biological investigations of Astragalus have resulted in the isolation and identification of triterpenoid and steroidal saponins, flavonoids, phenylpropanoids, alkaloids, and some other compounds. About 260 secondary metabolites were isolated from the genus. They represent a very good source for drug discovery since most of the isolated saponins are found only in this genus, offering excellent lead drugs [4]. Astragalosides are the most widely studied secondary metabolites isolated from Astragalus, which support the integrity of the respiratory tract [5]. Astragaloside IV is the most widely known saponin due to its high biological potential as an antioxidant, antiaging, anti-inflammatory, antidiabetic, and antiatherosclerosis agent, in addition to being active against hepatitis virus B. Furthermore, polysaccharides isolated from many Astragalus species have a markedly positive effect on supporting the deep immune function by restoring the normal levels and functions of many immune cells, especially when the immune system is stressed by either environmental or endogenous challenges [6].
The aim of this study was to investigate the chemical composition of the volatile components obtained from the aerial parts of six species of Astragalus, namely, A. sieversianus Pall (Asi), A. campylotrichus Bunge (Aca), A. lehmannianus Bunge (Ale), A. macronyx Bunge (Ama), A. mucidus Bunge (Amu), and A. chiwensis Bunge (Ach) (Figure 1) grown in Uzbekistan, based on GC-MS analyses. Moreover, the metabolites’ differences between the species were explored by applying multivariate analyses based on the GC-MS analyses. In addition, the volatile extracts were assessed for their antioxidant and enzyme inhibitory activities.
2. Results and Discussion
2.1. Chemical Composition of Volatile Compounds
The volatile compounds obtained from the aerial parts of different Astragalus species were analyzed both qualitatively and semi-quantitatively by GC-MS. All volatile component mixtures were yellow in color with a characteristic odor. GC analyses of the essential oils revealed the presence of 105 metabolites (Table 1), which represented 73.28, 87.03, 74.38, 87.93, 85.83, and 91.39% of all Aca, Ach, Ale, Ama, Amu, and Asi volatile components, respectively.
Table 1.
Rt | Compound | RI | Content (%) | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Rep. | Cal. | Aca | Ach | Ale | Ama | Amu | Asi | |||
1. | 8.49 | β-Phellandrene | 1205 | 1203 | - | - | - | - | 0.25 | - |
2. | 8.91 | Sylvestrene | 1205 | 1204 | - | - | 5.56 | 10.63 | 14.14 | 64.64 |
3. | 9.42 | 1,8-Cineole | 1208 | 1208 | - | - | - | 3.19 | 3.11 | 1.30 |
4. | 9.58 | Unidentified | 1212 | - | 3.69 | 2.50 | - | - | 0.53 | |
5. | 9.81 | (E)-2-Hexenal | 1219 | 1219 | - | 10.1 | 9.97 | 4.57 | 4.42 | - |
6. | 10.13 | Unidentified | 1230 | - | - | 1.32 | - | - | 0.50 | |
7. | 10.49 | (Z)-4-Heptenal | 1242 | 1242 | - | - | 1.22 | - | - | - |
8. | 10.75 | n-Pentanol | 1250 | 1250 | - | - | - | - | 0.47 | - |
9. | 11.3 | o-Cymene | 1268 | 1268 | - | - | - | - | 1.14 | - |
10. | 11.89 | n-Octanal | 1287 | 1287 | - | - | 2.73 | - | - | - |
11. | 13.37 | 6-Methyl-5-hepten-2-one | 1335 | 1335 | - | - | 1.18 | - | - | - |
12. | 13.76 | 1-Hexanol | 1350 | 1350 | - | 5.27 | 3.09 | 1.12 | 2.07 | 2.13 |
13. | 14.59 | cis-3-Hexenol | 1379 | 1379 | - | - | 0.63 | 1.58 | 0.72 | 0.48 |
14. | 14.89 | Nonanal | 1389 | 1389 | 3.29 | 0.90 | 0.54 | 4.71 | 1.04 | 1.22 |
15. | 15.04 | 2,4-Hexadienal | 1395 | 1395 | - | - | 1.95 | 0.55 | 0.92 | - |
16. | 15.22 | (E)-2-Hexen-1-ol | 1402 | 1401 | - | - | 0.92 | - | - | - |
17. | 15.46 | Butyl hexanoate | 1410 | 1410 | - | 6.76 | 0.73 | - | - | - |
18. | 15.8 | trans-2-Octenal | 1423 | 1423 | - | - | - | - | 0.42 | - |
19. | 16.03 | Unidentified | 1430 | - | - | 0.73 | - | - | - | |
20. | 16.13 | cis-Linalool oxide | 1435 | 1435 | - | - | - | 0.55 | 0.50 | 0.31 |
21. | 16.44 | 1-Octen-3-ol | 1445 | 1446 | 6.89 | - | - | 0.39 | 1.11 | - |
22. | 16.56 | 1-Heptanol | 1452 | 1451 | - | - | 1.65 | 0.48 | 0.56 | 1.82 |
23. | 16.74 | 1-Octen-5-ol | 1458 | 1458 | - | - | 1.48 | 1.75 | 1.27 | 0.28 |
24. | 16.91 | trans-Linalool oxide | 1466 | 1464 | - | 6.81 | 0.98 | - | - | - |
25. | 17.3 | Unidentified | 1478 | - | 4.64 | 4.17 | - | 0.5 | - | |
26. | 17.49 | (E,E)-2,4-Heptadienal | 1486 | 1486 | - | - | - | 0.83 | 1.07 | 0.48 |
27. | 17.7 | Decanal | 1494 | 1493 | - | - | 0.66 | - | 0.65 | - |
28. | 17.96 | Camphor | 1505 | 1503 | - | - | 0.5 | 1.16 | 0.55 | 0.44 |
29. | 18.04 | 2-Ethyl-1-hexanol | 1509 | 1509 | - | - | - | - | 0.41 | - |
30. | 18.2 | Benzaldehyde | 1513 | 1513 | 2.68 | 3.11 | 5.54 | 2.25 | 1.97 | 1.14 |
31. | 18.58 | (Z)-2-Nonenal | 1530 | 1530 | - | - | 0.57 | 0.35 | 0.40 | - |
32. | 18.94 | β-Linalool | 1542 | 1542 | - | 2.50 | 3.52 | 1.10 | 1.17 | 3.83 |
33. | 19.17 | n-Octanol | 1552 | 1552 | - | - | - | 2.68 | 0.52 | - |
34. | 19.43 | (E,E)-3,5-Octadien-2-one | 1562 | 1562 | - | - | 1.12 | 0.34 | 0.63 | 0.25 |
35. | 19.87 | Bornyl acetate | 1579 | 1579 | - | - | 0.48 | 0.84 | 0.93 | - |
36. | 19.98 | (E)-6-Methyl-3,5-heptadien-2-one, | 1582 | 1584 | - | - | 0.61 | 0.75 | 0.74 | - |
37. | 20.22 | 4-Terpineol | 1597 | 1594 | - | - | 0.35 | - | 0.91 | 0.25 |
38. | 20.33 | Undecanal | 1598 | 1598 | - | 2.20 | 1.35 | - | 0.45 | - |
39. | 20.56 | Butyl octanoate | 1610 | 1608 | - | - | 0.45 | - | - | - |
40. | 20.61 | β-Cyclocitral | 1611 | 1610 | 1.98 | - | - | 1.43 | 1.02 | - |
41. | 20.83 | 1-Terpineol | 1621 | 1619 | - | - | - | - | 0.44 | - |
42. | 21.06 | Unidentified | 1629 | - | 1.52 | 0.91 | - | - | - | |
43. | 21.16 | Benzene acetaldehyde | 1633 | 1634 | 5.78 | - | 1.40 | 3.45 | 2.8 | 1.11 |
44. | 21.65 | 1-Nonanol | 1655 | 1654 | - | - | 0.31 | - | 0.96 | - |
45. | 21.98 | 4-Vinylanisole | 1670 | 1668 | - | - | - | 1.02 | 0.6 | - |
46. | 22.3 | 2,6,6-Trimethyl-2-cyclohexene-1,4-dione | 1677 | 1682 | - | - | - | 0.48 | - | - |
47. | 22.46 | α-Terpineol | 1688 | 1688 | - | - | 0.92 | 0.20 | 0.64 | 0.72 |
48. | 22.52 | endo-Borneol | 1691 | 1691 | - | - | - | - | 0.82 | 0.67 |
49. | 22.81 | Dodecanal | 1704 | 1703 | - | - | - | - | 0.36 | - |
50. | 22.96 | Butyl nonanoate | 1714 | 1710 | - | 2.71 | 0.84 | - | - | - |
51. | 23.66 | 3,6-Nonadien-1-ol, (E,Z)- | 1731 | 1731 | - | - | 1.23 | - | - | - |
52. | 23.78 | Unidentified | 1743 | - | - | 1.16 | 0.42 | 0.44 | - | |
53. | 23.97 | 1-Decanol | 1756 | 1755 | - | - | - | - | 0.41 | - |
54. | 24.98 | 2,4-Decadienal | 1806 | 1800 | - | - | 0.49 | - | - | |
55. | 25.17 | β-Damascenone | 1815 | 1809 | - | - | - | 0.51 | - | |
56. | 25.21 | Butyl decanoate | 1821 | 1821 | - | - | 0.71 | - | - | - |
57. | 25.75 | Geraniol | 1836 | 1836 | - | - | - | - | - | 0.45 |
58. | 25.82 | n-Hexanoic acid | 1840 | 1840 | - | - | 1.28 | 0.16 | 1.75 | |
59. | 25.96 | (Z) -Geranyl acetone | 1838 | 1846 | - | - | - | - | 0.34 | 0.46 |
60. | 26.34 | Benzyl Alcohol | 1864 | 1864 | 2.80 | - | - | 1.13 | 1.21 | 0.49 |
61. | 27.42 | Tetradecanal | 1911 | 1915 | - | - | - | 0.82 | - | - |
62. | 27.49 | Neophytadiene | 1922 | 1922 | 2.38 | - | - | 0.98 | 0.62 | 0.78 |
63. | 27.64 | trans-β-Ionone | 1926 | 1927 | 3.34 | 0.42 | 0.42 | 1.73 | 1.76 | 0.38 |
64. | 27.96 | 2-Ethyl-hexanoic acid | 1950 | 1943 | - | 0.63 | - | - | - | - |
65. | 28.73 | β-Ionone epoxide | 1977 | 1980 | 2.32 | - | - | 0.96 | 0.98 | 0.5 |
66. | 29.03 | Eicosane | 2000 | 1992 | - | - | - | - | 1.99 | - |
67. | 29.17 | Methyl eugenol | 2002 | 2002 | - | - | - | 1.98 | 0.89 | 0.38 |
68. | 29.54 | Pentadecanal | 2024 | 2021 | - | - | 3.40 | 0.87 | - | - |
69. | 30.14 | Octanoic acid | 2052 | 2052 | - | - | 0.46 | - | 0.5 | - |
70. | 30.34 | 4-Hydroxy-2-nonenoic acid lactone | 2068 | 2062 | - | - | - | - | 0.36 | - |
71. | 31.4 | Hexahydrofarnesyl acetone | 2114 | 2118 | 1.54 | - | 2.23 | 0.96 | 0.84 | 1.72 |
72. | 31.62 | 2-Hydroxy-4-methoxy-benzaldehyde | 2135 | 2130 | - | - | 0.56 | 0.52 | 1.79 | - |
73. | 31.79 | Unidentified | 2139 | 1.57 | - | - | 0.70 | 0.96 | 0.63 | |
74. | 32.06 | Eugenol | 2151 | 2151 | - | - | - | 1.87 | - | - |
75. | 32.15 | Nonanoic acid | 2158 | 2158 | - | - | 0.92 | 0.45 | 0.63 | - |
76. | 32.25 | 4-ethyl- Phenol | 2164 | 2164 | - | - | - | 1.03 | - | - |
77. | 32.59 | 2-Methoxy-4-vinylphenol | 2181 | 2182 | 2.92 | - | - | - | - | - |
78. | 32.65 | Unidentified | 2154 | 4.56 | - | - | 0.58 | 0.71 | - | |
79. | 33.11 | Methyl hexadecanoate | 2208 | 2208 | 2.57 | - | - | 0.46 | - | - |
80. | 33.21 | Elemicin | 2215 | 2215 | - | - | - | 0.36 | 1.84 | - |
81. | 33.31 | Butyl myristate | 2229 | 2221 | - | - | 0.41 | - | - | - |
82. | 33.78 | Ethyl hexadecanoate | 2246 | 2247 | - | 1.72 | - | - | - | - |
83. | 34.07 | n-Decanoic acid | 2264 | 2264 | - | - | 0.58 | - | 0.55 | - |
84. | 34.41 | Unidentified | 2283 | 3.44 | - | - | 0.42 | 0.46 | - | |
85. | 34.68 | n-Tricosane | 2300 | 2298 | - | 2.72 | - | 0.98 | 0.54 | 0.33 |
86. | 35.12 | Dihydroactinidiolide | 2324 | 2322 | 1.6 | - | 0.73 | 0.66 | 0.52 | 0.34 |
87. | 35.4 | Octadecanal | 2343 | 2340 | - | - | - | 0.32 | - | - |
88. | 38.9 | 1-Hexadecanol | 2365 | 2369 | - | - | - | 3.48 | - | - |
89. | 36.08 | 4-Vinylphenol | 2379 | 2379 | 3 | - | - | 1.37 | 1.25 | - |
90. | 36.21 | Isoelemicin | 2390 | 2387 | 2.59 | - | - | - | 1.16 | - |
91. | 36.37 | n-Tetracosane | 2396 | - | 3.81 | - | - | 1.08 | 0.28 | |
92. | 36.86 | Butyl hexadecanoate | 2419 | 2428 | - | 7.21 | 3.29 | 0.59 | - | 0.37 |
93. | 37.67 | Dodecanoic acid | 2451 | 2453 | - | - | - | 0.43 | 1.57 | - |
94. | 38.02 | n-Pentacosane | 2469 | - | 4.86 | 0.52 | 0.82 | 1.77 | 0.51 | |
95. | 38.81 | Vanillin | 2545 | 2544 | 1.61 | - | - | - | - | - |
96. | 38.91 | Methyl linolenate | 2550 | 2551 | - | - | - | 0.97 | - | - |
97. | 39.40 | 1-Octadecanol | 2581 | 2585 | - | - | - | 7.89 | - | - |
98. | 39.65 | n-Hexacosane | 2597 | - | 4.71 | 0.46 | 0.41 | 1.97 | 0.34 | |
99. | 39.74 | Phytol | 2603 | 2603 | 7.49 | - | - | 3.15 | 0.88 | - |
100. | 40.20 | n-Butyl octadecanoate | 2632 | - | 2.13 | - | - | - | - | |
101. | 41.19 | Tetradecanoic acid | 2698 | 2697 | 9.92 | 4.53 | 1.47 | 0.15 | 1.95 | 1.72 |
102. | 42.68 | n-Octacosane | 2794 | - | 5.32 | 0.87 | 1.09 | - | 0.56 | |
103. | 44.13 | n-Hexadecanoic acid | 2899 | 2898 | - | 3.61 | 0.47 | 0.65 | 1.67 | 0.29 |
104. | 45.53 | n-Triacontane | 3000 | 2999 | 8.58 | 3.14 | 2.63 | 4.29 | 2.86 | 0.42 |
105. | 46.80 | n-Hentriacontane | 3100 | 3099 | - | 1.86 | - | - | 0.92 | - |
Total | 82.85 | 96.88 | 85.17 | 90.05 | 88.9 | 93.05 | ||||
Monoterpene hydrocarbons | - | 2.50 | 9.08 | 11.73 | 15.56 | 68.47 | ||||
Oxygenated monoterpene | 11.83 | 7.23 | 4.38 | 14.93 | 18.06 | 6.20 | ||||
Sesquiterpene hydrocarbons | 1.54 | - | 2.23 | 0.96 | 0.84 | 1.72 | ||||
Oxygenated sesquiterpene | - | - | - | - | - | - | ||||
Alcohols | 12.49 | 5.27 | 12.04 | 22.90 | 8.62 | 2.38 | ||||
Aldehydes and ketones | 15.61 | 16.31 | 30.56 | 20.81 | 11.38 | 5.20 | ||||
Fatty acids and their esters | 13.36 | 29.30 | 11.61 | 3.86 | 17.60 | 4.20 | ||||
Others | 69.48 | 87.15 | 69.48 | 62.43 | 53.90 | 16.66 |
Compounds were identified based on the compounds’ mass spectrometric data and retention indices in comparison with those of the National Institute of Standards and Technology (NIST) Mass Spectral Library (December 2011), the Wiley Registry of Mass Spectral Data, 8th edition. The content (%) was calculated using the normalization method.
The essential oils of different Astragalus species showed wide metabolic variation both qualitatively and quantitatively. Monoterpene hydrocarbons represented the major class solely in A. sieversianus (Asi), accounting for 68.47% of the total oil composition. On the contrary, monoterpene hydrocarbons were completely absent in A. campylotrichus (Aca). No oxygenated sesquiterpenes were detected in any species.
Sylvestrene was the major compound identified in Asi, Amu and Ama, with the highest concentration in Asi (64.64%), followed by Amu (14.14%) and Ama (10.63%). In Ale, (E)-2-hexenal (9.97%), sylvestrene (5.56%) and benzaldehyde (5.54%) represented the major identified components. n-Hexadecanoic acid (8.58%), phytol (7.49%) and 1-octen-3-ol (6.98%) were the main compounds detected in Aca. In Ach, (E)-2-hexenal (10.1%), butyl hexadecanoate ester (7.21%), trans-linalool oxide (6.81%) and butyl hexanoate (6.76%) were the predominant compounds. n-Hexadecanoic acid, trans-β–ionone, nonanal and benzaldehyde were detected in all Astragalus species, with the highest percentage in Ach for n-hexadecanoic acid and trans-β–ionone accounting for 8.58% and 3.34% of the whole essential oils, respectively. Ama and Ale contained the maximum amounts of nonanal (4.71%) and benzaldehyde (5.54%), respectively.
Many researchers have reported the essential oil compositions of various Astragalus species [7,8,9,10,11,12,13,14,15,16,17,18,19]. In almost all species, including our species of interest, the monoterpenes α-terpineol, its isomer 4-terpineol, γ-terpineol along with camphor, 1,8-cineole, α-pinene, and bornyl acetate are the most abundant monoterpenes. Additionally, other fatty acid components, such as hexadecanoic acid and its esters, are quite common in all the characterized species. These key components might be used as markers to confirm the identity of Astragalus species.
Our results are in accordance with previous work on A. microcephalis, which showed the presence of hexadecanoic acid, heneicosane, α-cadinene, and tridecanol as the major components [7]. In addition, the essential oils from dried aerial parts of A. sericans and A. oocephalus subsp. stachyophorus revealed α-pinene as the major component in A. sericans, whereas camphor, γ-terpineol, 1,8-cineole, and α-pinene were the major identified components of A. oocephalus subsp. stachyophorus, with their percentages being comparable to those in our oils.
2.2. Chemometric Analysis Based on GC-MS
In general, chemometric analysis together with chromatographic techniques provide a successful tool for discrimination between closely related species [20,21]. In this study, both principal component analysis (PCA) and hierarchal cluster analysis (HCA) were applied to the relative peak areas of all identified compounds of different Astragalus species to find out the relationships between different Astragalus species and explore the similarities and differences between them. The PCA score plot and correlation-loading plot are shown in Figure 2a,b, respectively. In the PCA score plot, the impact percentage of the first two principal components covered 93% of the variance in the data. Different Astragalus species could be divided into four main groups. Asi was positioned rather remotely in the plot, highlighting an obvious dissimilarity from all other species. The closeness of Ama and Amu was evident, which fell in the same quadrant with Aca, but obviously segregated. Ale and Ach were grouped together in a quadrant, but rather distant from each other. In-depth inspection of the correlation-loading plot (Figure 2b) revealed the correlation between sylvestrene and geraniol, accounting for the complete separation of Asi, far away from the other Astragalus species. n-Triacontane and benzaldehyde were the key compounds accountable for the segregation of Aca and Ale. Regarding Ach, a strong relationship between (E)-2-hexenal, butyl hexadecanoate, and undecanal was observed, accounting for its separation from other Astragalus species. These results are presented in enlarged scale Figure S1 in the Supplementary Data.
The HCA dendrogram (Figure 3) categorized the Astragalus species into five main clusters. Cluster I, II and III displayed Asi, Ach and Aca, respectively. Ale was positioned in a separate cluster (IV), in close distance to Aca. Cluster V was subdivided into two sub-clusters of Amu and Ama, confirming the results from PCA.
In addition, a heat map (Figure 4) was employed to demonstrate the distribution of all the data and to portray the relative intensities of the various metabolites throughout different species, which provides immediate visualization of information for easier understanding of the complexity of data. The colors indicate the relative content of each identified metabolite among the different species, as determined by the average peak response area by GC-MS.
This is the first report of a comparison of the chemical profiles of the volatile components present in the six species studied. No information regarding the classification of the Astragalus species in Uzbekistan has been available so far; therefore, this study could be used as the basis of future chemotaxonomical work.
2.3. Antioxidant Activity of Astragalus Species
The antioxidant potential of the essential oil samples was performed in vitro according to various assays, comprising phosphomolybdenum (PM), ferrous ion chelating (FIC), 2,2-diphenyl-1-picryl-hydrazyl-hydrate (DPPH), 2,2-azino bis (3-ethylbenzothiazoline-6-sulphonic acid) (ABTS) radical scavenging, cupric reducing antioxidant capacity (CUPRAC), and ferric reducing power (FRAP) assays.
The results displayed in Table 2 revealed that most of the samples showed considerable antioxidant potential in the assays. A. mucidus displayed the highest antioxidant activity (1.57 ± 0.08 mmol TE/g sample) in the PM assay followed by A. lehmannianus (1.31 ± 0.12 mmol TE/g sample), although without a statistically significant difference (p > 0.05). Regarding the DPPH assay, A. macronyx exhibited the maximum activity (24.12 ± 2.24 mg TE/g sample), followed by A. lehmannianus (21.90 ± 0.76 mg TE/g sample). A. mucidus (91.54 ± 1 mg TE/g sample) showed the highest antioxidant potential followed by A. macronyx (82.65 ± 4.94 mg TE/g sample) in the ABTS assay. Concerning the CUPRAC and FRAP assays, A. lehmannianus revealed the best activity, equivalent to 84.06 ± 0.57 mg TE/g oil and 49.47 ± 0.13 mg TE/g oil, respectively, followed by A. macronyx, which showed antioxidant potential of 80.28 ± 2.65 mg TE/g oil and 49.02 ± 2.32 mg TE/g oil. A. campylotrichus exhibited the most significant antioxidant power in the ferrous ion chelating assay (FIC, 51.69 ± 5.94 mg EDTAE/g sample), followed by A. macronyx (38.00 ± 0.88 mg EDTAE/g sample). Thus, it can be concluded that the essential oils from both A. lehmannianus and A. macronyx displayed the most significant antioxidant properties, as demonstrated by their prominent activities in most of the performed antioxidant assays. A. chiwensis exhibited moderate antioxidant activity in all reported assays.
Table 2.
Samples | PM (mmol TE/g Oil) |
DPPH (mg TE/g Oil) |
ABTS (mg TE/g Oil) |
CUPRAC (mg TE/g Oil) |
FRAP (mg TE/g Oil) |
FIC (mg EDTAE/g Oil) |
---|---|---|---|---|---|---|
A. sieversianus | 0.85 ± 0.09 b | 9.11 ± 0.33 d | 51.66 ± 2.42 e | 56.80 ± 0.25 c | 30.65 ± 2.08 c | 36.01 ± 0.46 b |
A. mucidus | 1.57 ± 0.08 a | 15.95 ± 0.25 c | 91.54 ± 1.97 a | 72.46 ± 2.29 b | 38.11 ± 1.19 b | 18.11 ± 0.22 c |
A. macronyx | 0.95 ± 0.04 b | 24.12 ± 2.24 a | 82.65 ± 4.94 b | 80.28 ± 2.65 a | 49.02 ± 2.32 a | 38.00 ± 0.88 b |
A. lehmannianus | 1.31 ± 0.12 a | 21.90 ± 0.76 ab | 69.58 ± 5.04 c | 84.06 ± 0.57 a | 49.47 ± 0.13 a | 4.03 ± 0.41 d |
A. chiwensis | 0.97 ± 0.17 b | 18.62 ± 1.36 bc | 57.84 ± 0.15 de | 70.73 ± 2.22 b | 39.03 ± 1.63 b | 11.74 ± 0.97 c |
A. campylotrichus | 0.81 ± 0.07 b | 15.19 ± 1.53 c | 64.61 ± 1.74 cd | 67.78 ± 0.83 b | 39.27 ± 0.75 b | 51.69 ± 5.94 a |
Values expressed as means ± S.D. of three parallel measurements. TE: Trolox equivalent; EDTAE: EDTA equivalent. Superscripts within a column indicate significant differences in Astragalus species (p < 0.05).
Only a few studies have been found regarding the antioxidant properties of essential oils from Astragalus species, and most work has been carried out using the DPPH assay only. Ghahari et al (2018) determined the antioxidant properties of essential oil from A. alopecurus and found a significant DPPH radical scavenging ability (IC50 value: 146.59 µg/mL) [22]. In another study, the antioxidant abilities of two Astragalus (A. oocephalus subsp. stachyophorus and A. sericans) essential oils were investigated by lipid peroxidation, DPPH and reducing power assays. In the DPPH assay, the scavenging abilities were reported to be 134.22 and 44.43 µg/mL, respectively. In our study, we preferred to use the standard equivalent way for evaluating the antioxidant properties, rendering comparison with earlier studies difficult. However, the present results obviously represented the most comprehensive antioxidant profiling of the samples available so far.
2.4. Enzyme Inhibitory Activity of Astragalus Species
The enzyme inhibitory properties of the Astragalus essential oils were investigated against some enzymes, including acetylcholinesterase (AChE), butyrylcholinesterase (BChE), tyrosinase, amylase, and glucosidase. The results are shown in Table 3. The highest AChE inhibitory ability was provided by A. sieversianus with 4.55 mg GALAE/g oil, followed by A. chiwensis (4.52 mg GALAE/g oil), and A. lehmannianus (4.51 mg GALAE/g oil). No differences were observed for the AChE inhibitory abilities of three Astragalus species (p > 0.05). The lowest activity was obtained for A. macronyx in the AChE inhibition assay (4.01 mg GALAE/g oil). The BChE inhibition ability can be ordered as follows: A. sierversinaus > A. mucidus > A. lehmannianus > A. chiewensis > A. macronyx. Observed cholinesterase inhibitory activities could be attributed to the presence of some volatile compounds, including monoterpenes. This was also supported by several studies, which reported significant anticholinesterase abilities of several monoterpenes [23,24,25,26]. The strongest tyrosinase inhibition ability was determined for A. lehmannianus (138.42 mg KAE/g oil) and A. macronyx (132.14 mg KAE/g oil). In contrast to cholinesterase inhibition, the weakest tyrosinase inhibitory effect was recorded for A. sieversianus (118.20 mg KAE/g oil). The amylase inhibition abilities ranged from 0.76 mmol to 0.95 mmol ACAE/g oil in the following order: A. chiwensis < A. sieversianus < A. campylotrichus < A. macronyx < A. mucidus < A. lehmannianus. None of the tested essential oils were active against glucosidase.
Table 3.
Samples | AChE Inhibition (mg GALAE/g Oil) |
BChE Inhibition (mg GALAE/g Oil) | Tyrosinase Inhibition (mg KAE/g Oil) |
Amylase Inhibition (mmol ACAE/g Oil) |
---|---|---|---|---|
A. sieversianus | 4.55 ± 0.09 a | 3.61 ± 0.33 a | 118.20 ± 3.53 d | 0.84 ± 0.04 a,b |
A. mucidus | 4.48 ± 0.04 a | 3.61 ± 0.33 a | 124.75 ± 1.23 c | 0.90 ± 0.02 a |
A. macronyx | 4.01 ± 0.13 b | 1.04 ± 0.09 d | 132.14 ± 0.81 b | 0.89 ± 0.04 a,b |
A. lehmannianus | 4.51 ± 0.07 a | 3.12 ± 0.36 a,b | 138.42 ± 0.66 a | 0.95 ± 0.09 a |
A. chiwensis | 4.52 ± 0.07a | 2.79 ± 0.25 b,c | 132.79 ± 1.04 b | 0.76 ± 0.04 b |
A. campylotrichus | 4.11 ± 0.15 b | 2.08 ± 0.34 c | 131.80 ± 1.11 b | 0.85 ± 0.09 a,b |
Values expressed as means ± S.D. of three parallel measurements. GALAE: Galanthamine equivalent; KAE: Kojic acid equivalent; ACAE: Acarbose equivalent. Superscripts within a column indicate significant difference in Astragalus species (p < 0.05).
To the best of our knowledge, no reports regarding the enzyme inhibition of Astragalus essential oils were available, only some studies on the enzyme inhibitory effects of extracts from the members of Astragalus [27,28,29]. The presented results could open new windows for potential medical applications of the members of Astragalus. Comparing our present results with those for Ferula essential oils, it was seen that the latter showed superior activity [30].
The biological effects of the Astragalus volatile components as enzymes inhibitors may be attributed to a high percentage of oxygenated compounds, such as alcohols, acids, aldehydes and ketones, which can bind non-selectively to amino and sulfhydryl groups of enzymes and cause a conformational change and, thus, loss of activity.
3. Materials and Methods
3.1. Plant Materials
Aerial parts of Astragalus campylotrichus Bunge (GN0555047), A. macronyx Bunge (GN0555205), A. mucidus Bunge (GN0555131), and A. sieversianus Pall. (GN0555089) were collected from the Tashkent region (Uzbekistan, in July 2015). A. chiwensis Bunge (N20160375) and A. lehmannianus Bunge (N20160328) were collected from the Karakalpak and Bukhara regions (Uzbekistan, in June 2016). The plants were identified by Dr. Orzimat Turginov at the Laboratory of Flora of Uzbekistan, and the voucher samples have been deposited at the Herbarium of the Botany Institute, Academy of Sciences of Uzbekistan.
3.2. Essential Oil Isolation
The plant samples were air-dried at a temperature not exceeding 30 °C and then powdered before use. Preparation of the volatile samples of the powdered Astragalus was performed by hydro-distillation for 2 h using a Clevenger-type apparatus. The oil samples were maintained at −30 °C in dark brown and air-tight, closed vials until their analyses.
3.3. GC-MS Analysis
GC-MS characterization of volatile components was performed on an Agilent 7890 B gas chromatograph (Agilent Technologies, Rotterdam, The Netherlands) equipped with a VF-Wax CP 9205 fused silica column (100% polyethylene glycol, 30 m × 0.25 mm, 0.25 µm). It was coupled with a mass selective detector 5977A (Agilent Technologies). The instrumental settings and the separation conditions were as previously reported [31].
3.4. Chemometric Analysis
The data obtained from GC-MS were subjected to multivariate analysis. Principal component analysis (PCA) was performed as the first step in data analysis to provide an overview of all observations and samples and to identify and evaluate groupings, trends and strong outliers. Hierarchal cluster analysis (HCA) was used to allow clustering of samples. The clustering patterns were constructed by applying the complete linkage method. This presentation is more efficient when the distance between samples (points) is computed by the Euclidean method. Both PCA and HCA were achieved by utilizing Unscrambler® X 10.4 from CAMO (Computer Aided Modeling, Viken, AS, Norway) [20,32]. The heat map was constructed using Hierarchical Clustering Explorer 3.5 software (Human-computer interaction laboratory, University of Maryland, College Park, MD, USA).
3.5. Antioxidant and Enzyme Inhibitory Assays
Different protocols were performed to explain the antioxidant properties of the tested Astragalus oils. The protocols included reducing power (CUPRAC and FRAP), metal chelating, phosphomolybenum and free radical scavenging (DPPH and ABTS). Experimental details were as previously reported [33,34]. The same applies for inhibitory effects of the Astragalus oils tested against different enzymes (tyrosinase, amylase, glucosidase and cholinesterase) [33,35]. Both antioxidant and enzyme inhibition assays were explained by standard equivalents (trolox and EDTA for antioxidant; galantamine for cholinesterase; kojic acid for tyrosinase; acarbose for amylase and glucosidase activity). All samples were analyzed in triplicate in three independent experiments. The experimental details are given in the Supplementary Materials.
3.6. Statistical Analysis
Statistical analyses were performed using ANOVA experiment (with Tukey’s test, significant value: p < 0.05) and Xlstat 2017 software.
4. Conclusions
The volatile components identified from the aerial parts of six different Astragalus species revealed a significant variation between the species, as determined by GC-MS, which was confirmed by multivariate analysis. The essential oils showed relevant antioxidant as well as enzyme inhibitory activities. This study provides the first report about the biological activities of the studied species. Astragalus species can be utilized as promising natural sources for many medicinally important components, which could be used for drug development to address illnesses such as Alzheimer’s disease, diabetes mellitus and oxidative stress related diseases. Further studies are needed to test the in vivo activities.
Acknowledgments
The authors would like to thank the King Saud University Researchers Supporting Project number (RSP-2020/294), King Saud University, Riyadh, Saudi Arabia. The author (N.Z.M.) thanks the Alexander von Humboldt Foundation for providing the opportunity to perform work in Germany.
Supplementary Materials
The following are available online at https://www.mdpi.com/2223-7747/10/1/124/s1, Figure S1: Enlarged correlation-loading plot of GC-MS analysis of essential oils of different Astragalus species based on the identification of compounds shown in Table 1.
Author Contributions
H.A.G., identification of the volatile compounds, chemometric analysis, writing the whole manuscript; N.Z.M., isolation of the volatiles, writing and revising the manuscript, R.Z.M., collection of the plants and isolation of the volatile compounds, S.B. and T.R., performing and hosting the GC-MS analysis and revising the manuscript, G.Z., carrying out the biology testing, N.M.A.M. and M.L.A., supervising the study and revising the manuscript. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by King Saud University Researchers Supporting Project number (RSP-2020/294), King Saud University, Riyadh, Saudi Arabia.
Conflicts of Interest
The authors declare no conflict of interest.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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