| Literature DB >> 31979422 |
Radmila Pavlovic1, Gigliola Borgonovo1,2, Valeria Leoni1, Luca Giupponi1, Giulia Ceciliani1, Stefano Sala1, Angela Bassoli1,2, Annamaria Giorgi1,3.
Abstract
: Propolis is used as folk medicine due to its spectrum of alleged biological and pharmaceutical properties and it is a complex matrix not still totally characterized. Two batches of propolis coming from two different environments (plains of Po Valley and the hilly Ligurian-Piedmont Apennines) of Northern Italy were characterized using different analytical methods: Spectrophotometric analysis of phenols, flavones and flavonols, and DPPH radical scavenging activity, HPLC, NMR, HSPME and GC-MS and HPLC-MS Orbitrap. Balsam and moisture content were also considered. No statistical differences were found at the spectrophotometric analysis; balsam content did not vary significantly. The most interesting findings were in the VOCs composition, with the Po Valley samples containing compounds of the resins from leaf buds of Populus nigra L. The hills (Appennines) samples were indeed characterize by the presence of phenolic glycerides already found in mountain environments. HPLC-Q-Exactive-Orbitrap®-MS analysis is crucial in appropriate recognition of evaluate number of metabolites, but also NMR itself could give more detailed information especially when isomeric compounds should be identified. It is necessary a standardized evaluation to protect and valorize this production and more research on propolis characterization using different analytical techniques.Entities:
Keywords: HPLC–Q-Exactive-Orbitrap®–MS analysis; phenolic glycerides; poplar; propolis
Year: 2020 PMID: 31979422 PMCID: PMC7037370 DOI: 10.3390/molecules25030504
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Balsam and moisture content total antioxidant compounds and overall scavenging activity in raw propolis samples from hills (Ligurian–Piedmont Apennines) and plains (Po Valley).
| Propolis Composition and Activity | Hills | Plains | Statistical Evaluation | |||
|---|---|---|---|---|---|---|
| Average ± SD | Average ± SD | DF | Sign. | |||
| Balsam content (% | 75.92 ± 4.92 | 63.94 ± 12.86 | 2.131 | 6.433 | 0.074 | ns |
| Moisture content (%) | 0.74 ± 0.38 | 0.69 ± 0.52 | 0.195 | 9.233 | 0.850 | ns |
| total Phenols (mg GAE/g) | 242.42 ± 11.67 | 236.32 ± 40.92 | 0.351 | 5.808 | 0.738 | ns |
| Total Flavones and Flavonols (mg QE/g) | 32.14 ± 4.38 | 26.91 ± 4.31 | 2.082 | 9.998 | 0.064 | ns |
| DPPH radical scavenging activity (%) | 45.01 ± 1.39 | 46.44 ± 0.96 | −2.082 | 8.855 | 0.068 | ns |
SD, standard deviation; ns, not significant; DS, degrees of freedom.
Figure 1Detection of pinocembrin in one hills sample at 375 nm; detection of caffeic acid, ferulic acid and m-coumaric acid in one hills sample at 325 nm; detection of p-coumaric acid, trans-cinnamic acid and chrysin in one hills sample at 295 nm.
The content of phenolic acids /flavonoids (mg/g) evaluated by HPLC-UV in alcoholic extract of propolis samples from hills (Ligurian–Piedmont Apennines) and plains (Po Valley).
| Phenolic Acids/Flavonoids | Hills | Plains | Statistical Evaluation |
|---|---|---|---|
| Average ± SD | Average ± SD | ||
| caffeic acid | 4.37 ± 0.53 | 4.21 ± 0.80 | ns |
| 6.97 ± 2.12 | 1.40 ± 0.37 | 0.0001 | |
| ferulic acid | 7.41 ± 2.22 | 1.64 ± 0.30 | 0.0013 |
| 3.72 ± 0.27 | 2.87 ± 0.66 | 0.0150 | |
| 3.42 ± 0.21 | 4.48 ± 1.01 | 0.0428 | |
| pinocembrin | 19.06 ± 6.27 | 17.90 ± 4.20 | ns |
| chrysin | 33.62 ± 3.49 | 35.64 ± 12.71 | ns |
SD, standard deviation; ns, not significant.
Figure 2PCA biplot of volatile compounds (VOCs) of propolis samples collected in hills (Ligurian–Piedmont Apennines) and plains (Po Valley).
Volatile compounds identified in raw propolis samples from hills (Ligurian–Piedmont Apennines) and plains (Po Valley).
| RT a | Compounds | Hills | Plains | DF | Signif. Code | ||||
|---|---|---|---|---|---|---|---|---|---|
| Meanb ± SD c | % d | Mean b ± SD c | % d | ||||||
| 2.33 | methyl-acetate | 22.85 ± 5.11 | 5.52 | 34.23 ± 4.85 | 6.75 | −3.9538 | 9.9717 | 0.002729 | ** |
| 2.93 | 2,4−dimethyl-1-heptene | 6.55 ± 0.83 | 1.58 | 10.41 ± 3.25 | 2.06 | −2.8173 | 5.6514 | 0.03251 | * |
| 3.23 | methyl-propanoate | 0.69 ± 0.16 | 0.17 | 1.10 ± 0.28 | 0.22 | −3.1264 | 8.1668 | 0.01373 | * |
| 6.00 | α-pinene | 0.55 ± 0.31 | 0.13 | 0.87 ± 0.46 | 0.17 | −1.448 | 8.7216 | 0.1826 | ns |
| 7.23 | 3-buten-2-ol, 2-methyl- | 1.33 ± 0.41 | 0.32 | 1.30 ± 0.36 | 0.26 | 0.14423 | 9.793 | 0.8882 | ns |
| 7.77 | camphene | 1.92 ± 0.55 | 0.46 | 3.53 ± 1.81 | 0.70 | −2.0744 | 5.9194 | 0.08402 | ns |
| 8.98 | esanal | 2.96 ± 0.73 | 0.71 | 3.86 ± 1.59 | 0.76 | −1.2607 | 7.039 | 0.2476 | ns |
| 9.24 | 2-butenal, 2-methyl- | 1.15 ± 0.32 | 0.28 | 0.67 ± 0.13 | 0.13 | 3.4176 | 6.6211 | 0.01217 | * |
| 11.03 | unknown_1 | 4.49 ± 0.52 | 1.08 | 4.40 ± 1.33 | 0.87 | 0.15257 | 6.4759 | 0.8834 | ns |
| 14.34 | 2-butenal, 3-methyl- | 3.76 ± 0.85 | 0.91 | 2.68 ± 0.46 | 0.53 | 2.7426 | 7.6617 | 0.0264 | * |
| 14.76 | unknown_2 | 7.04 ± 2.87 | 1.70 | 6.09 ± 1.75 | 1.20 | 0.69089 | 8.2804 | 0.5085 | ns |
| 16.70 | unknown_3 | 19.67 ± 3.08 | 4.75 | 15.30 ± 6.80 | 3.02 | 1.4333 | 6.9764 | 0.195 | ns |
| 16.95 | unknown_4 | 5.71 ± 2.21 | 1.38 | 5.48 ± 1.72 | 1.08 | 0.20213 | 9.4253 | 0.8433 | ns |
| 19.04 | unknown_5 | 8.61 ± 1.21 | 2.08 | 12.20 ± 2.99 | 2.41 | −2.7322 | 6.5943 | 0.03101 | * |
| 20.98 | nonanal | 1.92 ± 0.49 | 0.46 | 2.18 ± 0.35 | 0.43 | −1.0457 | 9.071 | 0.3228 | ns |
| 21.32 | benzene, 1-methoxy-2-methyl- | 0.34 ± 0.12 | 0.08 | 0.93 ± 0.84 | 0.18 | −1.7233 | 5.2184 | 0.143 | ns |
| 21.43 | tetradecane | 0.53 ± 0.13 | 0.13 | 0.65 ± 0.23 | 0.13 | −1.1373 | 7.9121 | 0.2887 | ns |
| 21.74 | 2-octenal | 0.50 ± 0.19 | 0.12 | 0.53 ± 0.20 | 0.10 | −0.22144 | 9.9454 | 0.8292 | ns |
| 22.17 | acetic acid | 45.28 ± 6.83 | 10.93 | 57.80 ± 17.65 | 11.42 | −1.6215 | 6.465 | 0.1525 | ns |
| 22.76 | terpene_1 | 0.73 ± 0.26 | 0.18 | 2.46 ± 1.02 | 0.49 | −4.0402 | 5.6519 | 0.007701 | ** |
| 22.82 | 1.74 ± 0.50 | 0.42 | 1.61 ± 0.44 | 0.32 | 0.46595 | 9.8211 | 0.6514 | ns | |
| 23.33 | α-copaene | 2.29 ± 0.94 | 0.55 | 1.98 ± 0.50 | 0.39 | 0.69802 | 7.6553 | 0.5058 | ns |
| 23.61 | (+)-camphor | 1.44 ± 0.30 | 0.35 | 2.89 ± 1.62 | 0.57 | −2.1594 | 5.3419 | 0.07974 | ns |
| 23.84 | benzaldehyde | 11.11 ± 2.69 | 2.68 | 18.05 ± 4.59 | 3.57 | −3.1941 | 8.0829 | 0.01255 | * |
| 24.23 | propanoic acid | 6.34 ± 1.30 | 1.53 | 9.04 ± 4.21 | 1.79 | −1.5016 | 5.938 | 0.1844 | ns |
| 24.66 | β-linalool | 3.06 ± 1.34 | 0.74 | 6.70 ± 3.19 | 1.32 | −2.5733 | 6.7075 | 0.03821 | * |
| 24.91 | 2-methyl-propanoic acid | 19.88 ± 3.52 | 4.80 | 27.67 ± 11.59 | 5.47 | −1.5762 | 5.9158 | 0.1668 | ns |
| 25.69 | sesquiterpene_1 | 0.44 ± 0.08 | 0.11 | 0.42 ± 0.09 | 0.08 | 0.49589 | 9.7629 | 0.6309 | ns |
| 25.99 | β-cyclocitral | 3.80 ± 1.16 | 0.92 | 3.37 ± 1.41 | 0.67 | 0.57503 | 9.6507 | 0.5784 | ns |
| 26.17 | unknown_6 | 16.14 ± 1.92 | 3.90 | 15.86 ± 4.33 | 3.13 | 0.14412 | 6.8858 | 0.8895 | ns |
| 27.03 | 2-methyl-butanoic acid | 20.72 ± 3.90 | 5.00 | 28.79 ± 11.02 | 5.69 | −1.6923 | 6.2338 | 0.1397 | ns |
| 27.35 | 2-butenoic acid | 5.39 ± 1.52 | 1.30 | 10.50 ± 4.88 | 2.08 | −2.4501 | 5.9572 | 0.05 | ns |
| 27.51 | sesquiterpene_2 | 2.38 ± 0.82 | 0.57 | 1.72 ± 0.57 | 0.34 | 1.6229 | 8.9525 | 0.1392 | ns |
| 28.19 | benzyl-acetate | 8.76 ± 2.10 | 2.12 | 8.09 ± 2.47 | 1.60 | 0.506 | 9.7442 | 0.6241 | ns |
| 28.29 | polycyclic aromatic compound | 3.55 ± 0.54 | 0.86 | 2.69 ± 0.59 | 0.53 | 2.6531 | 9.9141 | 0.02435 | * |
| 28.84 | δ-cadinene | 13.63 ± 3.88 | 3.29 | 12.45 ± 3.63 | 2.46 | 0.54221 | 9.9557 | 0.5996 | ns |
| 28.99 | unknown_7 | 3.25 ± 0.61 | 0.79 | 4.26 ± 1.89 | 0.84 | −1.2451 | 6.0414 | 0.2592 | ns |
| 29.07 | unknown_8 | 2.51 ± 1.40 | 0.61 | 3.46 ± 1.23 | 0.68 | −1.2557 | 9.8345 | 0.2343 | ns |
| 29.25 | unknown_9 | 1.50 ± 0.25 | 0.36 | 1.72 ± 0.59 | 0.34 | −0.85269 | 6.6761 | 0.4234 | ns |
| 29.55 | pentanoic acid, 4-methyl- | 1.42 ± 0.56 | 0.34 | 1.27 ± 0.45 | 0.25 | 0.50394 | 9.5007 | 0.6258 | ns |
| 29.81 | unknown_10 | 1.24 ± 0.51 | 0.30 | 1.57 ± 0.45 | 0.31 | −1.1763 | 9.8542 | 0.2671 | ns |
| 30.18 | calamenene | 4.97 ± 1.45 | 1.20 | 4.01 ± 1.39 | 0.79 | 1.1844 | 9.9827 | 0.2637 | ns |
| 30.28 | α-methyl crotonoic acid | 43.69 ± 6.73 | 10.55 | 59.28 ± 16.62 | 11.72 | −2.1297 | 6.5967 | 0.07309 | ns |
| 30.90 | benzyl-alcohol | 48.04 ± 10.13 | 11.60 | 38.98 ± 10.75 | 7.70 | 1.5022 | 9.9647 | 0.1641 | ns |
| 31.54 | phenethyl-alcohol | 24.41 ± 3.79 | 5.90 | 31.67 ± 7.52 | 6.26 | −2.1124 | 7.3894 | 0.07045 | ns |
| 32.81 | cinnamaldehyde | 4.98 ± 0.89 | 1.20 | 9.57 ± 2.63 | 1.89 | −4.0482 | 6.1243 | 0.006458 | ** |
| 32.88 | α-copaen-11-ol | 0.74 ± 0.48 | 0.18 | 1.50 ± 0.48 | 0.30 | −2.7538 | 9.9998 | 0.02034 | * |
| 33.04 | octanoic acid | 0.38 ± 0.11 | 0.09 | 0.54 ± 0.20 | 0.11 | −1.7018 | 7.941 | 0.1275 | ns |
| 33.08 | sesquiterpene_3 | 1.16 ± 0.43 | 0.28 | 0.22 ± 0.07 | 0.04 | 5.3763 | 5.2743 | 0.002547 | ** |
| 33.15 | sesquiterpene_4 | 1.69 ± 0.50 | 0.41 | 0.62 ± 0.22 | 0.12 | 4.8115 | 6.8895 | 0.002028 | ** |
| 33.39 | guaiol | 0.39 ± 0.46 | 0.09 | 0.37 ± 0.12 | 0.07 | 0.12043 | 5.6469 | 0.9083 | ns |
| 33.56 | acetocinnamone | 1.14 ± 0.21 | 0.27 | 2.22 ± 0.74 | 0.44 | −3.4706 | 5.8256 | 0.01394 | * |
| 34.11 | unknown_11 | 0.78 ± 0.28 | 0.19 | 0.88 ± 0.23 | 0.17 | −0.70911 | 9.6282 | 0.4951 | ns |
| 34.22 | Sesquiterpene_5 | 3.04 ± 1.68 | 0.73 | 3.26 ± 0.55 | 0.64 | −0.30368 | 6.0741 | 0.7715 | ns |
| 34.30 | Sesquiterpene_6 | 1.19 ± 0.68 | 0.29 | 1.91 ± 0.58 | 0.38 | −1.965 | 9.7885 | 0.07841 | ns |
| 34.40 | Sesquiterpene_7 | 1.88 ± 0.99 | 0.45 | 1.97 ± 0.30 | 0.39 | −0.21625 | 5.9323 | 0.836 | ns |
| 34.79 | α-eudesmol | 2.05 ± 0.93 | 0.49 | 4.49 ± 0.72 | 0.89 | −5.105 | 9.399 | 0.00056 | ** |
| 34.90 | β-eudesmol | 4.21 ± 0.68 | 1.02 | 8.42 ± 1.32 | 1.66 | −6.9394 | 7.5091 | 0.000161 | ** |
| 35.16 | α-Copaen-11-ol | 0.52 ± 0.47 | 0.13 | 0.79 ± 0.34 | 0.16 | −1.1297 | 9.1588 | 0.2873 | ns |
| 35.60 | cinnamyl alcohol | 1.64 ± 0.35 | 0.40 | 5.39 ± 1.90 | 1.06 | −4.7549 | 5.3445 | 0.004271 | ** |
a RT, retention time (min); b Mean, mean value (n = 6); data are expressed in µg/g; c SD, standard deviation (n = 6); d %—percentage of total VOCs; d Signif. Code, * p < 0.05; ** p < 0.01; ns, not significant.
Figure 3Comparison of 1H-NMR spectra of propolis extract (a) plain sample (b) hill sample.
Figure 4Comparison of 13C-NMR spectra of propolis extract (a) plains sample (b) hills sample.
Figure 5Differential analysis presented by Volcano Plot Model for the comparison between the relative intensity of chromatographic peak from two propolis groups. P-value (PV) was set on 0.05. Red region contains up-regulated signal where the quantities from Apennines was significantly higher than those found in Po Valley samples and was greater than the upper fold-change (FC) threshold. The green region comprises up-regulated peaks in Po Valley samples.
Figure 6Principal Component Analysis (PCA) projection on the distribution of samples respect to PC-1 with PC-2 when high resolution mass spectrometry (HRMS) spectra were used.
Tentative identification of compounds based on Compound Discoverer evaluation.
| Compounds | Ret. Time | Formula | Exact Mass | Differential Analysis * |
|---|---|---|---|---|
| Phenolic acids and their derivatives | ||||
| 5.48 | C7H8O4 | 137.0244 | ns | |
| cinnamic acid isomer | 5.87 | C9H8O2 | 147.0452 | up-regulated in hills |
| Salicylic acid | 9.92 | C7H8O4 | 137.0244 | ns |
| Caffeic acid | 10.52 | C9H8O4 | 179.035 | ns |
| 11.03 | C9H8O3 | 163.0401 | up-regulated in hills | |
| 12.61 | C9H8O3 | 163.0401 | up-regulated in hills | |
| Cinnamic acid | 13.12 | C9H8O2 | 147.0452 | up-regulated in plains |
| Ferulic acid | 13.43 | C10H10O4 | 193.0506 | up-regulated in hills |
| Cinnamic acid isomer | 13.81 | C9H8O2 | 147.0452 | up-regulated in hills |
| Isoferulic acid | 15.22 | C10H10O4 | 193.0506 | ns |
| Cinnamic acid isomer | 16.15 | C9H8O2 | 147.0452 | up-regulated in hills |
| 17.12 | C16H18O8 | 337.0922 | ns | |
| Chlorogenic acid | 21.05 | C16H18O9 | 353.0876 | ns |
| Benzyl-caffeate | 21.17 | C16H13O4 | 269.0819 | ns |
| Prenyl-caffeate | 21.7 | C14H16O4 | 247.0976 | up-regulated in hills |
| Caffeic acid phenethyl-ester (CAPE) | 21.93 | C17H16O4 | 283.0976 | ns |
| 22.08 | C14H16O3 | 231.1027 | up-regulated in hills | |
| Coniferyl-ferulate isomer | 22.61 | C20H20O6 | 355.1187 | ns |
| Caffeic acid cinnamyl-ester | 22.93 | C18H16O4 | 295.0976 | up-regulated in plains |
| Dupunin (Prenylated phenyl-propanoic acid) | 23.01 | C14H16O3 | 231.1027 | ns |
| Coniferyl ferulate | 25.51 | C20H20O6 | 355.1187 | ns |
| Capillartemisin A (Prenylated phenyl-propanoic acid) | 25.74 | C18H24O4 | 315.16 | up-regulated in hills |
| Phenolic glycerides | ||||
| Caffeoyl-glycerol | 10.01 | C12H14O6 | 253.0713 | highly up-regulated in hills |
| Dicaffeoyl-acetyl-glycerol | 19.14 | C23H21O10 | 457.1142 | highly up-regulated in hills |
| Diferuloyl-glycerol | 19.33 | C23H24O9 | 443.1349 | highly up-regulated in hills |
| acetyl-caffeoyl-feruloyl-glycerol | 20.09 | C24H24O10 | 471.1298 | highly up-regulated in hills |
| Coumaroyl-caffeoyl-acetyl-glycerol | 20.21 | C23H22O9 | 441.1185 | highly up-regulated in hills |
| Acetyl-coumaroyl-feruloyl-glycerol | 21.17 | C24H24O9 | 455.1347 | highly up-regulated in hills |
| Di- | 21.28 | C26H22O8 | 425.1242 | highly up-regulated in hills |
| Coumaroyl-acetyl-glycerol | 24.22 | C18H16O3 | 279.086 | highly up-regulated in hills |
| Coumarins | ||||
| 4-Ethyl-7-hydroxy-3-( | 23.05 | C18H16O4 | 295.0976 | up-regulated in plains |
| Flavanones | ||||
| Pinostrobin | 23.65 | C16H14O4 | 269.0819 | up-regulated in plains |
| Strobopinin | 19.55 | C16H14O4 | 269.0819 | up-regulated in plains |
| Pinocembrin | 21.88 | C15H12O4 | 255.0663 | ns |
| Sakuranetin | 21.46 | C16H14O5 | 285.0768 | ns |
| 3′,5,7-Trihydroxy-4’-methoxyflavanone | 19.15 | C16H14O6 | 301.0718 | up-regulated in hills |
| Hesperetin | 20.01 | C16H14O6 | 301.0718 | up-regulated in hills |
| Chalcones | ||||
| Pinostrobin-chalcone | 19.62 | C16H14O4 | 269.0819 | up-regulated in hills |
| 4-Hydroxy-4′-methoxychalcone | 23.02 | C16H14O3 | 253.087 | highly up-regulated in hills |
|
| ||||
| Quercetin | 18.2 | C5H10O7 | 301.0354 | ns |
| Quercetin-3- | 19.01 | C16H12O7 | 315.051 | up-regulated in hills |
| Rhamnetin | 20.16 | C16H12O7 | 315.051 | up-regulated in hills |
| Kaempferol | 19.86 | C15H10O6 | 285.0405 | up-regulated in hills |
| Isorhamnetin | 21.24 | C16H12O7 | 315.051 | up-regulated in hills |
| Kaempferide | 22.93 | C16H12O6 | 299.0563 | up-regulated in hills |
| Bis-methylated quercetin | 21.79 | C17H14O7 | 329.0667 | ns |
| Galangin | 23.87 | C15H10O5 | 269.0455 | ns |
| Rhamnocitrin | 23.18 | C16H12O6 | 299.0563 | up-regulated in hills |
| Flavanonols | ||||
| Pinobanksin | 18.05 | C15H12O5 | 271.0613 | ns |
| Pinobanksin-5-methyl-ether | 17.59 | C16H14O5 | 285.0768 | ns |
| Pinobanksin-5-methylether-3- | 20.2 | C18H16O6 | 327.0869 | up-regulated in hills |
| Pinobanksin-3- | 22.78 | C18H16O6 | 327.0869 | up-regulated in hills |
| Pinobanksin-3- | 24.02 | C19H18O6 | 341.103 | ns |
| Pinobanksin-3- | 21.43 | C17H14O6 | 313.0712 | ns |
| Aromadendrin | 14.85 | C15H12O6 | 287.0651 | ns |
| Isoflavones | ||||
| Genistein | 19.08 | C15H10O5 | 269.0542 | ns |
| Formononetin glucoside | 18.28 | C22H22O9 | 429.1191 | highly up-regulated in hills |
| Formononetin (biochanin B) | 20.8 | C16H12O4 | 267.0663 | ns |
| Hispiludin | 20.52 | C16H12O6 | 299.0563 | up-regulated in hills |
| Flavones | ||||
| Apigetrin (Apigenin-7- | 18.01 | C21H20O10 | 431.0983 | highly up-regulated in hills |
| Apigenin | 20.44 | C15H10O5 | 269.0542 | up-regulated in hills |
| Dihydroxyflavone | 21.43 | C15H10O4 | 253.0506 | ns |
| Chrysin | 22.04 | C15H10O4 | 253.0506 | ns |
| Methoxy-chrysin | 23.01 | C16H12O5 | 283.0612 | ns |
| Tricin | 20.59 | C17H14O7 | 329.0667 | ns |
| Chrysoeriol | 20.52 | C16H12O6 | 299.0563 | up-regulated in hills |
| Terpenoids | ||||
| Ursolic acid | 29.65 | C30H48O3 | 455.3531 | highly up-regulated in hills |
| 16.58 | C15H20O4 | 263.1289 | up-regulated in plains | |
| 23.66 | C15H20O4 | 263.1289 | up-regulated in plains | |
| Unknowns | ||||
| Unknown 1 (phenylacetaldehide or isomer) | 12.51 | C8H8O | 119.0502 | highly up-regulated in hills |
| Unknown 2 ( | 14.97 | C19H20O6 | 359.11 | highly up-regulated in hills |
| Unknown 3 (ferulic acid derivative) | 15.01 | C20H22O8 | 389.124 | highly up-regulated in hills |
| Unknown 4 | 18.28 | C27H42O4 | 429.1191 | highly up-regulated in hills |
| Unknown 5 | 19.05 | C17H16O6 | 315.0851 | highly up-regulated in hills |
| Unknown 6 | 19.11 | / | 597.1007 | highly up-regulated in hills |
| Unknown 8 ( | 20.05 | C28H27O7 | 475.1762 | ns |
| Unknown 9 (Chrysin derivate) | 21.09 | / | 639.1112 | highly up-regulated in hills |
| Unknown 10 ( | 21.15 | C28H27O7 | 475.1762 | ns |
| Unknown 11 | 21.19 | / | 461.1007 | highly up-regulated in hills |
| Unknown 12 | 22.29 | C20H37O9 | 421.2441 | highly up-regulated in hills |
| Unknown 13 (flavone ester of caffeic acid) | 22.78 | / | 565.1509 | up-regulated in plains |
| Unknown 14 (Chrysin derivate) | 23.44 | C25H22O6 | 417.135 | highly up-regulated in hills |
| Unknown 15 (Chrysin derivate) | 24 | C25H22O6 | 417.135 | highly up-regulated in hills |
| Unknown 16 | 25.17 | / | 413.1963 | highly up-regulated in hills |
| Unknown 17 | 26.5 | C18H30O3 | 293.212 | highly up-regulated in hills |
* Differential analysis performed applying Volcano Plot Model (Figure 5); ns, not significant.
Figure 7Localization of the two sampling areas: (A) hill (Ponzone); (B) plain (Visone).