Fiber performance
Three kinds of SPME fibers were used for the SPME-GC/MS full scan analysis of A. amurensis samples. The total ion chromatogram is shown in Figure 1 and clear ion spectrum was obtained. In our study, three types of fiber coatings (DVB/PDMS, CAR/PDMS, DVB/CAR/PDMS) were evaluated for their performance in absorbing VOCs, which was determined based on the number of chromatographic peaks that they detected, from flowers of columbines. In total, 55 volatile compounds were identified, belonging to the following different chemical classes: fatty acid derivatives (10), benzenoids (2), monoterpenoids (24) and sesquiterpenoids (20) (Table S1). Among them, 50 volatile compounds were extracted by DVB/CAR/PDMS fiber, 47 volatile compounds were extracted by CAR/PDMS fiber and 45 volatile compounds were extracted by the DVB/PDMS fiber. The correlation between the three repetitions of each fiber in the detection of compounds was shown in Table S1. The CANV of DVB/CAR/PDMS, CAR/PDMS and DVB/PDMS fibers was 85.12, 56.16 and 29.72, respectively. Therefore, the DVB/CAR/PDMS fiber showed the best efficiency and was used to extract volatile compounds in A. japonica.
In addition, 39 compounds were common to the three types of fiber used, and the most abundant compounds were D-limonene (47.65%), 1R-α-pinene (11.23%), γ-muurolene (8.00%), (-)-β-pinene (7.85%) and 1-hexanol (6.63%), accounting for approximately 81% of the total GC peak area. However, a few of scarce compounds were adsorbed only by one type of fiber. Specifically, the CAR/PDMS fiber exclusively extracted 4 compounds (longifolene-(V4), α-farnesene, 1-methyl-4-(6-methylhept-5-en-2-yl)cyclohexa-1,3-diene and β-sesquiphellandrene), while 2 compounds (viridiflorene, 2-isopropenyl-5-methylhex-4-enal) were extracted only by the DVB/CAR/PDMS fiber. Additionally, m-cymene was detected only when using the DVB/ PDMS fiber. Furthermore, there were 5 compounds that just the CAR/PDMS fiber did not extracted, (-)-terpinen-4-ol, verbenone, benzene, 1-methoxy-4-methyl-2-(1-methylethyl)-, myrtenyl acetate and viridiflorol. In addition, there were another 6 compounds that just the DVB/PDMS fiber did not extracted: decanal, pentanoic acid 2,2,4-trimethyl-3-carboxyisopropyl isobutyl ester, benzoic acid-ethyl ester and β-bisabolene.
Discrimination of the different taxa
The identified compounds and their relative contents (%) in A. japonica flowers were analyzed using DVB/CAR/PDMS-coated SPME fiber because this type of fiber was more efficient for the extraction of compounds. In order to ensure the accuracy, 6 repetitions were set. A total of 30 volatile compounds were putatively identified in this taxon, including fatty acid derivatives (15), benzenoids (2) and monoterpenoids (13) (Table 1). The correlation between the six replicates was shown in Table S2. The relative contents of 8 volatile compounds were significantly different (VIP > 1, p < 0.05) between the two different taxa, including 3-Hexen-1-ol, (E)-, 3-Hexen-1-ol, acetate, (Z)-, Methyl decanoate, 1R-α-pinene, (-)-β-pinene, 3-Carene, o-cymene, γ-muurolene and α-muurolene, constituting 29.78% and 15.17% of the total content in A. amurensis and A. japonica, respectively. Furthermore, 12 analytes were not detected in A. amurensis taxa (15.75% of the total content in A. japonica), and 32 volatile compounds were not detected in A. japonica taxa (18.49% of the total content in A. amurensis).
In addition, the main floral scents in A. amurensis were d-limonene and 1R-α-pinene (47.65% and 11.23% of the total content, respectively) while the primary volatile components in A. japonica included d-limonene and 1-hexanol (constituting 58.19% and 9.61% of the total, respectively) (Table 1). The relative contents of the different chemical classes (fatty acid derivatives, benzenoids, monoterpenoids and sesquiterpenoids) between the two taxa were calculated and compared (Figure S1). The kinds of terpenes were more in A. amurensis than in A. japonica, and sesquiterpenoids were not detected in A. japonica. However, the kinds of fatty acid derivatives in A. japonica was more than that in another taxon (Figure S1).
Moreover, PCA, an unbiased statistical approach, was used to evaluate the separation of the different taxa (Figure 1a). The two taxa were clearly separated and were located in the positive and negative axes of PC1. However, the model described 48.5% of the variation (R2X (cum) = 0.918). Then, a supervised method, PLS-DA, was applied, and the PLS-DA score plot showed a good separation (R2X(cum) = 0.852, R2Y(cum) = 1, Q2(cum) = 0.952) (Figure 2b). Furthermore, variables with VIP > 1 were considered important for the discrimination of samples in the PLS-DA score plot. This result indicated that the compounds (E)-3-hexen-1-ol, (Z)-3-hexen-1-ol acetate, Methyl decanoate, 1R-α-pinene, (-)-β-pinene, 3-carene, γ-murolene and α-muurolene compounds were probably responsible for the observed separation (VIP > 1, p < 0.05) (Table 1).
Table 1 Volatile compounds identified in the flowers of two Aquilegia taxa extracted by the fibers DVB/CAR/PDMS
Compounds
|
RT.
|
Mean Relative Content (%)
|
RI
|
VIP
|
|
A. amurensis
|
A. japonica
|
Measurements value
|
Reference value
|
|
Fatty acid derivatives
|
|
C6H12O
|
Hexanal
|
5.429
|
0.1605
|
0.6845
|
817
|
803
|
0.698914**
|
C6H10O
|
3-Hexenal, (Z)-
|
5.548
|
ND
|
0.2180
|
820
|
814
|
0.43607
|
C6H12O
|
3-Hexen-1-ol, (E)-
|
5.68
|
ND
|
4.8236
|
824
|
842
|
1.98148*
|
C6H12O
|
Cyclobutanol, 2-ethyl-
|
5.796
|
0.1260
|
ND
|
827
|
828
|
0.316328**
|
C6H14O
|
1-Hexanol
|
6.435
|
6.6324
|
9.6073
|
843
|
838
|
1.75657
|
C7H14O
|
Heptanal
|
8.01
|
ND
|
0.0418
|
883
|
899
|
0.180242
|
C8H16O
|
Octanal
|
13.22
|
0.4728
|
1.4104
|
996
|
1005
|
0.927995
|
C8H14O2
|
3-Hexen-1-ol, acetate, (Z)-
|
13.34
|
ND
|
5.1579
|
998
|
1025
|
2.05217*
|
C8H18O
|
1-Octanol
|
16.931
|
3.3207
|
4.1932
|
1071
|
1069
|
0.884593
|
C11H24
|
Undecane
|
18.32
|
ND
|
0.3648
|
1098
|
1100
|
0.51752
|
C9H18O
|
1-Nonanal
|
18.573
|
0.4056
|
0.4892
|
1104
|
1105
|
0.343943
|
C9H18O2
|
Octanoic acid, methyl ester
|
19.45
|
ND
|
0.1359
|
1122
|
1128
|
0.329421*
|
C10H20O
|
Decanal
|
23.57
|
0.2624
|
0.3637
|
1207
|
1208
|
0.310842
|
C11H22O2
|
Methyl decanoate
|
28.91
|
ND
|
2.0242
|
1323
|
1325
|
1.32765**
|
C14H20
|
Bicyclo[4.1.0]heptane, 7-bicyclo[4.1.0]hept-7-ylidene-
|
31.929
|
0.0574
|
ND
|
1392
|
1427
|
0.205755
|
C16H30O4
|
Pentanoic acid, 2,2,4-trimethyl-3-carboxyisopropyl, isobutyl ester
|
39.84
|
0.0371
|
ND
|
1584
|
1581
|
0.14884
|
C16H30O4
|
2,2,4-Trimethyl-1,3-pentanediol diisobutyrate
|
39.939
|
0.5203
|
1.2692
|
1586
|
1588
|
0.788247**
|
C17H34O2
|
Methyl palmitate
|
48.07
|
ND
|
0.7717
|
1929
|
1905
|
0.822098**
|
Benzenoids
|
|
C7H6O
|
Benzaldehyde
|
10.87
|
ND
|
0.2345
|
946
|
954
|
0.454126
|
C9H10O2
|
Benzoic acid, ethyl ester
|
21.47
|
0.1364
|
ND
|
1163
|
1170
|
0.255591
|
C8H8O3
|
Methyl salicylate
|
22.731
|
0.1401
|
0.1259
|
1189
|
1190
|
0.184799
|
Monoterpenoids
|
|
C10H16
|
α-Thujene
|
9.176
|
0.2126
|
ND
|
911
|
931
|
0.435131**
|
C10H16
|
1R-α-Pinene
|
9.495
|
11.2283
|
2.4221
|
918
|
922
|
2.77679**
|
C10H16
|
Bicyclo[3.1.1]heptane, 6,6-dimethyl-2-methylene-, (1S)-
|
11.56
|
0.5131
|
0.9536
|
961
|
978.6
|
0.590684**
|
C10H16
|
(-)-β-Pinene
|
11.765
|
7.8487
|
0.7496
|
965
|
979
|
2.51042**
|
C10H16
|
β-Myrcene
|
12.47
|
0.4926
|
2.7938
|
980
|
991
|
1.37679
|
C10H16
|
3-Carene
|
13.431
|
1.3132
|
ND
|
1000
|
1021
|
1.01581*
|
C10H14
|
Cycloheptane, 1,3,5-tris(methylene)-
|
14.16
|
ND
|
0.4180
|
1015
|
1039
|
0.62015
|
C10H14
|
O-Cymene
|
14.33
|
0.3795
|
0.0621
|
1019
|
1006
|
0.508208*
|
C10H16
|
D-Limonene
|
14.65
|
47.6526
|
58.1922
|
1025
|
1033
|
3.16367
|
C10H16
|
trans-Ocimene
|
15.35
|
0.0309
|
ND
|
1039
|
1049
|
0.127914*
|
C10H16
|
cis-β-Ocimene
|
15.591
|
0.1276
|
ND
|
1044
|
1038
|
0.327404**
|
C10H16
|
γ-Terpinene
|
16.074
|
0.3200
|
0.0648
|
1053
|
1061
|
0.465106**
|
C10H16
|
Terpinolen
|
17.462
|
0.2289
|
ND
|
1081
|
1087
|
0.453098**
|
C10H18O
|
Linalool
|
18.22
|
0.4935
|
0.0371
|
1096
|
1098
|
0.626081**
|
C10H14
|
p-Mentha-1,5,8-triene
|
18.73
|
ND
|
0.1059
|
1107
|
1097
|
0.315963
|
C10H16
|
(E,Z)-2,6-Dimethylocta-2,4,6-triene
|
19.84
|
0.1551
|
ND
|
1130
|
1129
|
0.288125*
|
C10H16O
|
(+)-(E)-Limonene oxide
|
20.16
|
0.1970
|
0.3550
|
1136
|
1146
|
0.385326
|
C10H16O
|
2-Isopropenyl-5-methylhex-4-enal
|
22.164
|
0.2050
|
ND
|
1178
|
1198
|
0.339786
|
C10H18O
|
(-)-Terpinen-4-ol
|
22.236
|
0.0562
|
ND
|
1179
|
1175
|
0.183238
|
C10H18O
|
α-Terpineol
|
22.96
|
0.2684
|
ND
|
1194
|
1194
|
0.490675**
|
C10H16O
|
2-Cyclohexen-1-ol,2-methyl-5-(1-methylethenyl)-,cis
|
23.08
|
ND
|
1.4500
|
1196
|
1207
|
1.17303
|
C10H14O
|
Verbenone
|
23.45
|
0.0858
|
ND
|
1204
|
1204
|
0.226339
|
C11H16O
|
Thymol methyl ether
|
24.62
|
0.0767
|
ND
|
1229
|
1162
|
0.254136**
|
C10H14O
|
2-cyclohexene-1-one,3-Methyl-6-(1-methylethenyl)-, (S)-
|
26.347
|
0.4664
|
0.4798
|
1267
|
1279
|
0.350405
|
C12H18O2
|
Myrtenyl acetate
|
28.682
|
0.2245
|
ND
|
1320
|
1306
|
0.439773**
|
Sesquiterpenoids
|
|
C15H24
|
1H-Cycloprop[e]azulene, decahydro-1,1,7-trimethyl-4-methylene-
|
30.831
|
0.0564
|
ND
|
1367
|
1386
|
0.203899
|
C15H24
|
Copaene
|
31.163
|
1.0909
|
ND
|
1375
|
1388
|
0.966962**
|
C15H24
|
Zingiberene
|
31.736
|
0.0996
|
ND
|
1388
|
1412
|
0.271292*
|
C15H24
|
1H-Cycloprop[e]azulene, 1a,2,3,4,4a,5,6,7b-octahydro-1,1,4,7-tetramethyl-, [1aR-(1aα,4α,4aβ,7bα)]-
|
32.388
|
0.2504
|
ND
|
1403
|
1419
|
0.428622*
|
C15H24
|
Caryophyllene
|
32.992
|
0.0206
|
ND
|
1417
|
1424
|
0.12333
|
C15H24
|
1,5,9,9-Tetramethyl-1,4,7-cycloundecatriene
|
34.494
|
1.4732
|
ND
|
1454
|
1476
|
1.03835
|
C15H24
|
(-)-Alloaromadendrene
|
34.669
|
0.7734
|
ND
|
1458
|
1435
|
0.815822**
|
C15H24
|
γ-Muurolene
|
35.394
|
7.9972
|
ND
|
1475
|
1475
|
2.63621**
|
|
C15H24
|
α-Curcumene
|
35.629
|
0.3330
|
ND
|
1481
|
1483
|
0.494602*
|
C15H24
|
Viridiflorene
|
35.979
|
0.0715
|
ND
|
1490
|
1484
|
0.246633*
|
C15H24
|
α-Muurolene
|
36.311
|
1.3965
|
ND
|
1498
|
1501
|
1.1025**
|
C15H24
|
1-Methyl-4-(6-methylhept-5-en-2-yl)cyclohexa-1,3-diene
|
36.715
|
0.1433
|
ND
|
1507
|
1506
|
0.326625*
|
C15H24
|
Cadina-1(10),4-diene
|
37.096
|
0.1616
|
ND
|
1517
|
1531
|
0.370244*
|
C15H24O
|
α-Copaen-11-ol
|
37.989
|
0.4202
|
ND
|
1538
|
1537
|
0.595396*
|
C15H26O
|
Viridiflorol
|
40.107
|
0.1509
|
ND
|
1589
|
1580
|
0.336428
|
|
C15H26O
|
α-Bisabolol
|
44.6280
|
0.7130
|
ND
|
1690
|
1680
|
0.727594*
|
* represents significant differences between different taxa 0.01 < p < 0.05;
** represents significant differences between different taxa p < 0.01;
RT — retention time; ND — not detected; RI — retention index; VIP — variable importance in projection.