The phytochemical evaluation of various extracts (Methanol, CHCl3, and H2O) from the leaves, flowers, stems, and roots of C. draba is summarized in Table1. Among these, the aqueous extract of the flower exhibited the highest TPC at 76.12 mg GAE/g, followed by the leaf extract at 58.25 mg GAE/g, the root extract at 39.12 mg GAE/g, and the stem extract at 35.28 mg GAE/g. Conversely, the aqueous extract of the leaves demonstrated a superior TFC of 112.36 mg QE/g DE, surpassing that of the flower (83.18 mg QE/g), stem (59.16 mg QE/g), and root (36.48 mg QE/g) extracts. The highest concentrations of total phenols and flavonoids were associated with the flower, leaf, and stem of C. draba, respectively. In research conducted by Eruygur et al., the aqueous extract of C. draba flowers revealed a maximum TFC of 64.32 GAE/mg, while the ethanol extract of the leaves recorded the highest flavonoid content at 141.47 QE/mg, exceeding the values found in the current study 22. The TPC of the ethanol, water, and DCM extracts from the leaves and stems of C. draba were also evaluated, with the ethanolic extract of the leaves yielding the highest TPC at 57.79 GAE/mg 25. Additionally, the antioxidant capacities of acetone, methanol, and aqueous extracts of C. draba were assessed, revealing that the acetone extract had the highest TPC at 31.67 mg GAE/g, followed by the methanolic extract at 18.41 mg GAE/g and the aqueous extract at 12.52 mg GAE/g 4. The antioxidant properties of extracts from the leaves, flowers, stems, and roots of C. draba, obtained using methanol, chloroform, and water, were assessed through DPPH radical scavenging assays, with results reported as IC50 values (see Table1). The antioxidant action of extracts from C. draba was weaker than that of Trolox. The presence of flavonoids and phenolic compound in extracts due to low solubility in the DPPH radical reduction assay elucidated the low antioxidant action for extract. Among the various extracts, the methanol extracts from the leaves and flowers demonstrated the highest scavenging activity, yielding IC50 values of 4.24 ± 1.65 and 5.32 ± 0.54 mg/mL, respectively. In contrast, the stem and root extracts exhibited higher IC50 values of 6.75 ± 1.54 and 3.78 ± 1.34 mg/mL, respectively. The pronounced free radical scavenging capacity of the water and methanol extracts is likely linked to their elevated TPC and TFC, which possess hydrogen-donating capabilities. In research conducted by Sharifi rad et al., the antioxidant activity of the ethanol extract from seeds (0.01 mg/mL) surpassed that of the ethanol extract from leaves (0.03 mg/mL), although both exhibited significantly lower antioxidant potential compared to BHA and ascorbic acid 26. Additionally, another investigation evaluated the antioxidant properties of three extracts (acetone, methanol, and water) from C. draba using various assays, including DPPH, ABTS, CUPRAC, FRAP, phosphomolybdenum, and beta-carotene/linoleic acid inhibition. The findings indicated that the methanolic extract displayed the highest antioxidant activity in CUPRAC, FRAP, and phosphomolybdenum assays, while the aqueous extract was most effective in DPPH and ABTS assays 4. The antioxidant action of water extract from L. draba were determined and measured value was IC50 = 168/21 µL/mL 27. The antioxidant activity of methanol, ethanol, and water extracts from C. draba flowers, leaves, stems, and roots were examined. The methanol and aqueous extract of flowers showed highest DPPH radical scavenging activity with IC50 = 1.57 ± 0.71 and 1.27 ± 1.69 mg/mL respectively which was similar to our findings 22. Table 1 Quantification of total phenols, flavonoids and antioxidant activity of methanol, CHCl3 and H2O extracts of different parts of C. draba. Plant parts Extracts Total Phenol content (mg GAE/g) Total Flavonoids content (mg QE/g) DPPH assay IC50 (mg/mL) Flower CHCl3 42.31 ± 1.36 54.10 ± 1.69 6.87 ± 0.46 MeOH 62.71 ± 0.89 78.87 ± 1.21 5.32 ± 0.54 H2O 76.12 ± 1.15 83.18 ± 1.29 5.68 ± 1.01 Leaf CHCl3 30.14 ± 0.65 24.98 ± 1.73 8.21 ± 0.87 MeOH 56.64 ± 1.25 106.47 ± 1.37 4.24 ± 1.65 H2O 58.25 ± 1.54 112.36 ± 2.01 5.14 ± 0.62 Stem CHCl3 21.36 ± 1.73 18.45 ± 1.31 9.02 ± 0.94 MeOH 24.42 ± 1.85 22.83 ± 1.52 6.75 ± 1.54 H2O 35.28 ± 1.67 59.16 ± 1.81 6.99 ± 0.74 Root CHCl3 25.33 ± 1.48 12.84 ± 1.49 9.87 ± 0.67 MeOH 34.78 ± 1.02 17.32 ± 1.67 3.78 ± 1.34 H2O 39.12 ± 1.45 36.48 ± 2.31 3.98 ± 1.29 Trolox 1.8 ± 0.3 Table2 illustrates the antimicrobial properties of methanol, chloroform, and water extracts derived from the leaves, flowers, stems, and roots of C. draba. The findings indicate that these extracts exhibited significantly greater antibacterial efficacy against S. aureus and E. faecalis compared to E. coli, which can be attributed to the differing structural compositions of the bacterial cell walls. The outer membrane of E. coli, characterized by its lipid and polysaccharide components, acts as a barrier to the penetration of antimicrobial agents 28. Notably, the methanol extracts from the leaves and flowers demonstrated markedly stronger antibacterial effects, with MIC of 6.25 and 12.5 µg/mL, respectively; however, the antibacterial activity of C. draba extracts was somewhat inferior to that of tetracycline. Tetracycline is known to diffuse passively through porin channels in the bacterial membrane and binds reversibly to the 30S ribosomal subunit, thereby obstructing the attachment of tRNA to the mRNA-ribosome complex and disrupting protein synthesis 29. However, crude extracts with the MIC values of less than 1 mg/mL are categorized as exhibiting substantial antibacterial activity, whereas those with MIC values exceeding 1 mg/mL are deemed non inhibitory 30. The results indicate that the majority of C. draba extracts displayed considerable inhibition. Sharifi-Rad reported that both ethanolic and aqueous extracts from the leaves and seeds of C. draba were bactericidal against four bacterial strains, with MIC values ranging from 3.1 to 134 µg/mL, with the ethanolic leaf extract showing superior activity 26. In a separate investigation, the MIC value for the leaf extract of L. draba against Aspergillus niger and Pseudomonas aeruginosa was found to be 128 mg/mL, while against Bacillus subtilis and S. aureus, it was 256 mg/mL 27. Additionally, research conducted by Radonic et al. revealed that the essential oil extracted from C. draba exhibited a broad spectrum of growth inhibitory activity against both Gram-positive and Gram-negative bacteria, with MIC values of 4 and 128 mg/mL, respectively 31. Table 2 Antibacterial activity of Methanol, CHCl3 and H2O extracts of different parts of C. draba. MIC value was represented as µg/mL Plant parts Extracts Staphylococcus aureus Enterococcus faecalis Escherichia coli Flower CHCl3 25 100 > 100 MeOH 12.5 50 50 H2O 25 12.5 25 Leaf CHCl3 25 50 100 MeOH 6.25 25 50 H2O 12.5 25 50 Stem CHCl3 100 > 100 > 100 MeOH 25 > 100 > 100 H2O 50 > 100 > 100 Root CHCl3 50 50 > 100 MeOH 12.5 50 > 100 H2O 12.5 25 > 100 Tetracycline 0.78 6.25 0.78 This research employed gas chromatography-mass spectrometry (GC-MS) to analyse the essential oils derived from the leaves, flowers, stems, and roots of the C. draba plant, which accounted for 95.7%, 97.6%, 89.1%, and 88.4% of the total oil content, respectively. A total of 24 distinct compounds were identified from the C. draba extract through GC-MS analysis. As detailed in Table3, the leaf extract revealed the presence of 20 chemical compounds, with 3-butenyl isothiocyanate (26.4%) and 6, 10, 14-Trimethyl-2-pentadecanone (16.4%) being the most abundant constituents. Furthermore, the analysis of the flower extract identified 16 chemical compounds, where 6, 10, 14-Trimethyl-2-pentadecanone (28.6%) and (E)-phytol (21.8%) were found to be the predominant components. Additionally, in the extracts from the roots and stems of C. draba, the compound with the highest concentration was identified as 4-methylsulfinylbutyl isothiocyanate. The research conducted by Radonic et al. identified that the predominant compounds in the essential oil extracted from the aerial parts of C. draba are 4-methyl sulfanyl butyl isothiocyanate, comprising 28.0%, and 5-methyl sulfanyl pentanenitrile, which accounts for 13.8%. Additionally, another investigation focused on the chemical constituents of the leaves, roots, and fruits of C. draba revealed that the leaves predominantly contain 3-butenyl isothiocyanate at 80.5% and 4-methyl sulfinyl butyl isothiocyanate at 5.6%. In the fruit, 4-methyl sulfinyl butyl isothiocyanate was found to be the most abundant at 72.1%, while the root samples exhibited a composition of 4-methyl sulfinyl butyl isothiocyanate at 30.0%, hexadecanoic acid at 24.1%, and isobutyl isothiocyanate at 14.3% 20. Furthermore, an analysis of the chemical compounds in the aerial parts and leaves of C. draba sourced from France indicated that the most significant constituents were 6,10,14-trimethyl-2-pentadecanone (20.61% in aerial organs and 11.08% in leaves) and (E)-phytol (11.38% in aerial organs and 67.39% in leaves)25. The aroma volatiles of roots, stems, leaves, flowers, and fruits of Cardaria draba collected from Tunisia investigated that the principal components were hexadecanoic acid (34.6%), 6-methyl-5-hepten-2-one (18.3%), decanal (15.0%), 6,10,14-trimethyl-2-pentadecanone (13.2%), and n-pentacosane (13%) 32. Table 3 GC-MS analysis of flowers, leaves, stems and roots of C. draba NO Compound aRT bKIexp cKI Lit Leaf (%) Flower (%) Steam (%) Root (%) 1 α-Pinene 4.3 935 938 0.3 0.4 0.1 2.1 2 isobutyl isothiocyanate 4.8 960 958 12.1 3.5 1.9 8.4 3 Sabinene 5.1 972 971 0.4 0.8 - 0.1 4 Myrcene 6.4 992 995 0.2 0.1 - - 5 3-butenyl isothiocyanate 9.5 1003 1008 26.4 13.6 0.9 15.6 6 Linalool 10.1 1102 1103 0.8 - 2.7 0.5 7 β-Thujone 10.6 1115 1116 0.5 0.8 0.2 - 8 Decanal 13.4 1185 1196 0.5 5.4 0.4 0.6 9 Nonanoic Acid 18.7 1269 1278 0.2 - 8.8 7.3 10 α-Cubebene 26.4 1350 1362 4.1 3.2 0.1 - 12 Neryl acetone 31.9 1410 1415 1.1 2.8 1.8 0.3 13 Geranyl acetone 32.6 1428 1437 2.1 3.5 16.1 0.9 14 4-methylsulfinylbutyl isothiocyanate 33.8 1438 1441 11.7 9.2 18.3 24.5 15 Dodecanoic Acid 38.1 1556 1600 0.8 1.1 0.2 - 16 Hexadecane 39.7 1600 1606 0.6 0.9 - 0.4 17 Tridecanoic Acid 45.2 1668 1674 0.1 - 3.4 5.6 18 Heptadecane 48.9 1700 1701 0.8 0.7 0.2 - 19 Tetradecanoic Acid 54.6 1772 - - 4.5 8.9 20 Octadecane 56.3 1800 1807 1.2 - 0.4 0.8 21 6, 10,14-Trimethyl-2-pentadecanone 58.1 1830 1845 16.4 28.6 11.2 6.3 22 (Z)-Phytol 68.4 2080 2097 0.8 1.2 0.6 - 23 (E)-Phytol 72.3 2107 2111 14.6 21.8 9.5 - 24 Docosane 84.9 2200 2203 - - 7.8 6.1 Total identified 95.7 97.6 89.1 88.4 aRT, retention time. bKIexp, Experimental Kovats retention index. CKILit, Kovats retention indices on CP-Sil 8CB capillary column The application of liquid chromatography coupled with electrospray ionization mass spectrometry (LC-ESI-MS) was conducted for the first time on methanol extracts derived from the flowers, leaves, stems, and roots of C. draba, aiming to identify the phytochemicals potentially responsible for its antioxidant and antibacterial properties. Notably, the highest concentrations of phenolic and flavonoid compounds were detected in the methanolic and aqueous extracts, which can be attributed to the superior solubility of these compounds in methanol and water compared to other solvents evaluated 33. In terms of antibacterial efficacy, the interaction between methanol and water molecules is stronger than that among water molecules alone which making methanol extracts a suitable choice for LC-ESI-MS analysis 34. The characterization of different parts led to identifying 62 compounds, including 7 hydroxy benzoic acid derivatives, 10 hydroxycinnamic acid derivatives, 15 flavonol glucosides, 12 flavone glycosides, 4 flavanone glycoside, 1 flavanonol glycoside, 2 anthocyanin glycosides, 3 flavan-3-ol glycosides, 2 tannins and 6 other phenol derivatives (Table4) and (Supplementary materials: Table S1-S2 and Fig. S1-S4). Metabolites profile in plants is affected by factors such as species, type of organ, agronomic, genomic, climatic, harvest conditions, processing, etc., 35 A total of 53, 47, 48, and 54 compounds were tentatively identified in the flower, leaf, stem, and root of this species, respectively. Proposed structures were characterized by correlating mass adducts such as [M-H]-, [M-2H]-, [2M]-, [2M-H]-, [M-2H + K]-, and [M-2H + Na]- with previously published mass spectrometry data and molecular weights. The total ion chromatograms (TIC) and examples of extracted ion chromatograms (XIC) along with their corresponding mass adducts for the flower, leaf, stem, and root of C. draba are illustrated in Figs.1A–D. The biological activity of this species was in accordance with amount of dominant constituents as relative ion intensity value (En) including, astilbin (5.0 E6), myrtillin (3.9 E6), rutin (1.9 E6), hesperidin (1.8 E6), caffeoyl glucose (1.7 E6), vicenin 2 (1.6E6), kaempferol-3-O-rutinoside (1.5 E6), vitexin 4'-O-glucoside (1.5 E6), narirutin (1.4 E6), kaempferol-3-O- arabinoside (1.3 E6), vincetoxicoside B (1.3 E6), caftaric acid (1.2 E6), salvianolic acid D (1.2 E6), and quercetin-3-O-rhamnopyranosyl(1->2)- galactopyranosyl]-7-O- rhamnopyranoside (1.0 E6) in flower; astilbin (8.1E5), petunidin 3-galactoside (3.0 E5), vincetoxicoside B (2.3 E5), myrtillin (2.7 E5), ellagic acid 2-rhamnoside (2.1 E5), isorhamnetin (2.1 E5) and sinapine (2.0 E5) in leaf; caffeoyl glucose (9.6 E5), kaempferol-3-O- arabinoside (2.1 E6), myrtillin (2.1 E6), hyperoside (2.1 E6) and caftaric acid (1.6 E6) in stem; and myrtillin (4.3 E6), kaempferol-3-O- arabinoside (2.0 E6), 3,7-Di-O-methylquercetin (1.5 E6), 3'-O-methylepicatechin-7-O-glucuronide (7.0 E5) and vincetoxicoside B (4.6 E5) in root. Studies have demonstrated that these metabolites have biological activities 36–40. As shown in Table4, all the detected phytochemicals were described for the first time from the root and stem of C. draba and other Cardaria spp., while compounds of 14, 20, 22, 23, 26, 28, 31, 32, 33, 36, 37, 40, 41, 51, 52, 54 and 61 were found for the first time in brassicaceae family. Also, metabolites of 1, 2, 5, 6, 8–13, 15, 16, 18, 24, 25, 27, 29, 30, 42, 43, 45–50 and 56–59 were reported from previous studies of C. draba. All the references of detected components in each species were listed in Table4 to compare with each other. Table 4 Characterization of phytochemicals in Cardaria draba (Lepidium draba) flower, leaf, stem and root by LC-ESI-MS in the negative ion mode. No. Compounds Classification [M-H]− Rt (Retention Time) Intensity (En) Species reported in literature1 Parts of species Ref. Flower Leaf Stem Root Flower Leaf Stem Root 1 Isovanillic acid or Vanillic acid Hydroxy benzoic acid 167 3.53 3.74 3.54 3.56 8.5 E3 1.1 E4 1.1 E4 4.3 E4 Lepidium sativum/ C. draba Leaf 4,42 2 Isovanillic acid or Vanillic acid Hydroxy benzoic acid 167 3.54 3.6 3.55 3.56 6.5 E3 3.5 E4 1.8 E4 3.5 E4 L.sativum/ C. draba Leaf 4,42 3 Homoprotocatechuic acid Phenylacetic acid derivative 167 3.52 3.6 3.55 3.56 8.8 E3 3.4 E4 2.4 E4 3.9 E4 L. apetalum Seed 43 4 Caffeoyl glucose Cinnamic acid derivative 341 3.69 3.50 3.62 3.66 1.7 E6 1.1 E5 9.6 E5 6.3 E5 L. coronopus Leaf 44 5 Chlorogenic acid Cinnamic acid derivative 353 3.70 3.74 3.63 - 2.3 E4 2.4 E4 5.9 E5 - C. draba Leaf 4 6 Rosmarinic acid Cinnamic acid derivative 359 3.72 3.79 3.68 3.74 1.3 E4 9.0 E3 1.0 E4 4.5 E4 C. draba Leaf 4 7 Syringaldehyde Hydroxy benzoic acid 181 3.82 3.79 3.81 3.87 1.6 E4 5/0 E4 3.6 E4 6.6 E4 L. sativum Seed 45 8 Gallic acid Hydroxy benzoic acid 169 3.88 - 3.89 3.91 3.2 E3 - 1.4 E4 7.5 E3 C. draba Leaf/ Seed 26 9 Protocatechuic acid Hydroxy benzoic acid 153 3.93 - 3.96 - 4.7 E3 - 6.2 E3 - C. draba Leaf 4 10 Syringic acid Hydroxy benzoic acid 197 4.07 4.16 4.98 4.41 2.7 E4 1.6 E4 1.2 E4 8.8 E3 C. draba Leaf 4 11 Caffeic acid Hydroxycinnamic acid 179 5.58 5.88 5.29 5.27 3.1 E3 6.8 E3 3.9 E3 4.9 E4 C. draba Leaf 11 12 p-coumaric acid Hydroxycinnamic acid 163 7.04 7.10 7.12 7.19 4.0 E4 1.5 E4 1.1 E4 1.3 E4 C. draba Leaf 11 13 Sinapic acid Hydroxycinnamic acid derivative 223 7.64 7.50 - 7.68 2.6 E4 4.0 E4 - 3.6 E4 C. draba/ L. sativum Leaf 11,45 14 Dihydro-3-coumaric acid Cinnamic acid derivative 165 7.76 - 7.81 7.85 2.0 E4 - 2.6 E3 8.1 E4 Calystegia sylvatica Leaf 46 15 Durohydroquinone Hydroquinone 165 7.89 - 7.96 7.94 1.8 E4 - 2.8 E3 5.3 E4 C. draba Leaf 2 16 Vanillin Benzaldehyde 151 8.67 - 8.50 8.79 4.3 E3 - 3.5 E3 3.4 E3 C. draba Leaf / Seed 26 17 Dimethoxyacetophenone derivative Acetophenone 151 8.69 - - - 4.1 E3 - - - L. sativum Leaf 45 18 p-Anisic acid Hydroxy benzoic acid 151 8.84 - - - 3.7 E3 - - - C. draba Leaf / Seed 26 19 Kaempferol di glycoside derivative (Kaempferol 3-sophoroside 7-glucoside) Flavonol glycoside 771 9.58 9.55 9.65 9.02 9.7 E5 3.4 E4 1.2 E5 8.6 E4 L. coronopus Leaf 44 20 Quercetin di glycoside derivative (Quercetin-3-O-rhamnopyranosyl(1->2)- galactopyranosyl]-7-O- rhamnopyranoside) Flavonol glycoside 755 9.93 9.28 9.89 9.41 1.0 E6 6.6 E3 3.1 E4 3.4 E4 Aconitum napellus Leaf 47 21 Apigenin di glycoside derivative (Apigenin 6,8-di-glucopyranoside) (Vicenin 2) Flavone glycoside 593 10.78 10.30 10.71 10.33 1.6 E6 8.6 E4 8.3 E4 4.6 E4 L. sativum Seed 48 22 Kaempferol glycoside derivative (Kaempferol-3-O-rutinoside) Flavonol glycoside 593 10.80 10.30 10.69 10.35 1.5 E6 8.2 E4 7.4 E4 5.1 E4 Phyllanthus niruri Leaf 49 23 Vitexin glycoside derivative (Vitexin 4'-O-glucoside) Flavone glycoside 593 10.85 10.91 10.87 10.92 1.6 E6 8.0 E4 6.8 E4 5.0 E4 Crataegus monogyna Leaf 50 24 Rutin Flavonol glycoside 609 11.09 11.3 11.59 11.66 1.9 E6 1.3 E5 1.9 E5 1.4 E5 C. draba Leaf/ Flower, Stem 22 25 Hesperidin Flavanone glycoside 609 11.11 11.5 11.59 11.56 1.8 E6 4.1 E4 1.9 E5 1.6 E5 C. draba Leaf 4 26 Naringenin glycoside derivative (Naringenin-7-O-rutinoside (Narirutin) Flavanone glycoside 579 11.61 - 11.61 - 1.4 E6 - 1.9 E4 - Citrus paradise Seed 51 27 Genkwanin glycoside derivative (Genkwanin-4-O-glucoside) Flavone glycoside 445 - 11.98 11.98 11.94 - 1.2 E5 9.6 E4 5.0 E4 C. draba Leaf 11 28 Apigenin glycoside derivative (Apigenin 7-O-glucuronide) Flavone glycoside 445 - 11.98 11.97 11.95 - 1.1 E5 9.0 E4 6.7 E4 Erigeron breviscapus Leaf 52 29 Complanatuside Flavonol glycoside 623 - 12.60 - 12.15 - 1.4 E4 - 3.5 E4 C. draba Leaf 11 30 Verbascoside Phenylpropanoid 623 - 12.46 12.0 12.15 - 1.7 E4 1.3 E4 3.8 E4 C. draba Leaf 4 31 Kaempferol glycoside derivative (Kaempferol-3-O- arabinoside) Flavonol glycoside 417 12.61 12.27 12.33 12.33 1.3 E6 1.4 E4 2.1 E6 2.0 E6 Bauhinia madagascariensis Leaf 53 32 Delphinidin glycoside derivative (Delphinidin 3-O-glucoside) (Myrtillin) Anthocyanin 464 12.35 12.89 12.33 12.27 3.9 E6 2.7 E5 2.1 E6 4.3 E6 Citrus paradise Seed 54 33 Astilbin Flavanonol glycoside 450 12.32 12.47 12.07 12.04 5.0 E6 8.1 E5 3.2 E4 2.7 E4 Rhizoma Smilacis Leaf 55 34 Salvianolic acid D Benzofuran 417 12.62 - 12.06 12.05 1.2 E6 - 3.0 E4 2.8 E4 L. apetalum Leaf 56 35 Isorhamnetin glycoside derivative (Isorhamnetin 3-O-glucoside) Flavone glycoside 477 12.26 - 12.0 12.09 1.9 E5 - 1.9 E4 3.6 E5 L. apetalum Leaf 57 36 Hesperetin glycoside derivative (Hesperetin 3'-O-glucuronide) Flavanone glycoside 477 12.26 - 12.0 12.9 1.7 E5 - 3.3 E4 3.5 E5 Prosopis farcta Seed 58 37 Epicatechin glycoside derivative (3'-O-Methylepicatechin 7-O-glucuronide) Flavan-3-ol glycoside 479 - 12.48 12.63 12.46 - 4.0 E4 1.8 E4 7.0 E5 Grape pomaces Seed 59 38 Petunidin glycoside derivative (Petunidin 3-galactoside) Anthocyanidin glycoside 478 12.0 12.40 12.07 12.95 3.6 E4 3.0 E5 5.4 E4 6.4 E5 L. sativum Leaf 60 39 Quercetin glycoside derivative (Quercetin-7-O-rhamnoside) (Vincetoxicoside B) flavonolglycoside 447 12.15 12.39 - 12.82 1.3 E6 2.3 E5 - 4.6 E5 L. sativum Seed 45 40 Ellagic acid glycoside derivative (Ellagic acid 2-rhamnoside) Tannin 447 12.15 12.40 - 12.82 1.3 E5 2.1 E5 - 4.2 E5 Eucalyptus globulus Seed 61 41 Luteolin glycoside derivative Luteolin 7-O-glucoside (Cynaroside) Flavone glycoside 447 12.15 12.29 - 12.82 1.0 E5 2.1 E4 - 3.9 E5 Ixeris sonchifolia Leaf 62 42 Hyperoside Flavonol glycoside 463 12.71 - 12.33 12.34 7.0 E5 - 2.1 E6 2.6 E4 C. draba Leaf 4 43 Rhamnocitrin glycoside derivative (Rhamnocitrin-3-O-glucoside) Flavonol glycoside 461 12.93 12.59 12.66 12.20 3.6 E4 3.7 E4 2.7 E4 1.0 E5 C. draba Leaf 2 44 Kaempferol glycoside derivative (Kaempferol-7-O-rhamnopyranoside) Flavonol glucoside 431 13.89 13.76 13.59 13.65 1.5 E5 2.9 E4 3.7 E4 1.7 E4 L. sativum Seed 45 45 Apigenin glycoside derivative (Apigenin 7-glucoside) Flavone glucoside 431 13.65 13.7 13.59 13.65 1.6 E5 1.4 E4 2.7 E4 2.6 E4 C. draba Leaf 4 46 Myricetin Flavone derivative 317 14.47 14.46 3.42 3.45 1.8E4 9.0 E4 2.0 E4 8.3 E4 C. draba Leaf/ Seed 26 47 Catechin or Epicatechin Flavan-3-ol derivative 289 14.89 14.83 14.19 14.91 6.1 E4 6.2 E4 4.5 E4 6.2 E4 C. draba Leaf/ Flower, Stem 22 48 Catechin or Epicatechin Flavan-3-ol derivative 289 14.89 14.83 14.19 14.91 4.5E4 6.6 E4 6.3 E4 5.6 E4 C. draba Leaf/ Flower, Stem 22 49 Quercetin Flavonol aglycone 301 14.58 14.62 - - 8.4 E3 1.8 E4 - - C. draba Leaf 11 50 Ellagic acid Tannin 301 14.59 14.6 - - 1.1 E4 1.5 E4 - - C. draba Leaf 11 51 Apigenin di glycoside derivative (3,7-Di-O-methylquercetin) Flavonol derivative 329 16.39 16.22 16.23 16.36 7.3 E4 2.9 E4 4.6 E5 1.5 E6 Artemisia vestita Leaf 63 52 Eriodictyol Flavanone derivative 287 17.31 - - 17.66 1.9 E5 - - 3.9 E4 Citrus paradise Seed 64 53 Sinapine Cinnamic acid derivative 309 23.10 23.09 23.13 23.11 1.6 E5 2.0 E5 2.9 E5 2.3 E4 L. sativum Leaf 45 54 Pectolinarigenin Flavone derivative 313 23.73 23.31 - 23.97 4.0 E4 6.6 E4 - 1.2 E5 Cirsium japonicum Seed 65 55 Chicoric acid Hydroxycinnamic acid derivative 473 - - 23.98 24.11 - - 1.8 E4 1.2 E5 L. sativum Seed 66 56 Isorhamnetin Flavonol derivative 315 24.68 24.60 24.64 24.64 - 2.1 E5 2.4 E5 1.5 E5 C. draba Leaf 11 57 Kaempferol Flavonol aglycone 285 - 24.73 - 24.54 - 3.9 E4 - 2.1 E5 C. draba Leaf 11 58 Luteolin Flavone aglycone 285 - 24.73 - 24.54 - 2.6 E4 - 1.6 E5 C. draba Leaf/ Seed 26 59 Apigenin Flavone aglycone 269 24.15 24.60 24.02 24.59 2.9 E4 7.1 E4 1.8 E4 1.0 E5 C. draba Leaf 4 60 Methoxyapigenin derivative (3'-Methoxyapigenin )(Chrysoeriol) Flavone derivative 299 - 25.92 - 25.39 - 5.1 E4 - 1.4 E5 L. coronopus Leaf 44 61 Quercetin glycoside derivative (Quercetin 3-O-malonylglucoside) Flavonol glycoside 549 25.53 25.47 25.44 25.49 2.7 E5 1.7 E5 8.7 E4 1.2 E5 Lactuca indica Seed 67 62 Caftaric acid Hydroxycinnamic acid derivative 311 28.39 - 28.49 - 1.2 E6 - 1.6 E6 - L. sativum Leaf 68 Multivariate analyses are effective methods in herbal medicine for distinguishing chemical profiles of different morphological parts 19,41. This research employed Principal Component Analysis (PCA) and heat mapping as multivariate analytical techniques, utilizing ion relative abundance and area percentage data processed through MZmine and GraphPad Prism software. The objective was to compare the metabolite profiles derived from the LC-MS dataset of methanol extracts with those from the GC-MS dataset of essential oils, specifically focusing on samples from flowers, leaves, stems, and roots (Fig.2–4). The peak intensities of compounds, designated as variables 1–62 in the LC-MS dataset, alongside the area percentages of compounds, classified as variables 1–23 in the GC-MS dataset, were utilized in multivariate analyses to identify marker compounds across four distinct samples. Principal Component Analysis (PCA) accounted for 49.87% of the total variation in the LC-MS dataset (PC1) and 32.12% (PC2), while for the GC-MS dataset, it explained 65.04% (PC1) and 23.36% (PC2). The loading plot for hydro-methanol extracts (Fig.2A) indicated that PC1 was predominantly associated with the concentrations of stem and root components, whereas the variables with the highest loadings in PC2 were linked to the concentrations of flower and leaf components. In the case of essential oils (Fig.3A), the metabolite features of flower and root were more pronounced in PC1 compared to PC2, while those of leaf and stem were more significant in PC2 than in PC1. The score plots are illustrated in Fig.2B and Fig.3B, demonstrating a clear separation of the samples into four distinct categories, thereby confirming the efficacy of this method in differentiating the four parts of C. draba. The biplot concurrently illustrated the relationships between samples (score plot) and variables (loading plot) (Fig.2C and Fig.3C), highlighting the similarities and differences in the metabolite profiles of the four samples. In the LC-MS dataset, metabolites characterized in flower, leaf, stem, and root included variables 1–4, 6–7, 10–12, 19–25, 31–33, 38, 43–48, 51, 53, 59, and 61; those found in leaf, stem, and root were 27, 28, 30, 37, and 56; while 8, 14–16, 34–36, and 42 were identified in flower, stem, and root. Additionally, variables 13, 39–41, and 54 were present in flower, leaf, and root; variable 5 was found in flower, leaf, and stem; 49 and 50 were identified in flower and leaf; 9, 26, and 62 were present in flower and stem; 52 was found in flower and root; 29, 57, 58 and 60 in stem and root; and 55 in stem and root. The variables numbered 17 and 18 were exclusively detected in the flower samples. In the context of the GC-MS dataset, variables 1, 2, 5, 8, 11–13, and 20 were observed across flower, leaf, stem, and root samples; variables 7, 10, 14, 17, 21, and 22 were found in flower, leaf, and stem; variables 3 and 15 were present in flower, leaf, and root; variables 6, 9, 16, and 19 were identified in leaf, stem, and root; variable 4 was detected in both flower and leaf; while variables 18 and 23 were found in stem and root. Additionally, a heat map, serving as a form of multivariate analysis, was utilized to compare and highlight significant variables based on relative intensity (Fig.4A) and area percentage (Fig.4B). The color gradient in the heat map illustrates the distribution of metabolites, ranging from low values (indicated by white) to high values (indicated by blue), thereby categorizing the variables from minor to major within the samples.Total phenolics (TPC) and total flavonoids (TFC) contents
Antioxidant activity
Antibacterial activity
GC-MS analysis of C.draba
Metabolomics analysis of methanol extracts of C. draba flower, leaf, stem and root
Principal Component Analysis (PCA) and Heat Map
Exploring the phytochemical and biological activity of Cardaria draba: Insights into Volatile and Nonvolatile Compounds (2024)
Table of Contents
Total phenolics (TPC) and total flavonoids (TFC) contents
Antioxidant activity
Antibacterial activity
GC-MS analysis of C.draba
Metabolomics analysis of methanol extracts of C. draba flower, leaf, stem and root
Principal Component Analysis (PCA) and Heat Map
References
References
- https://www.healthspan.co.uk/high-strength-ginkgo-biloba-6000mg/
- https://www.researchsquare.com/article/rs-5107419/v1
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