Acta Agriculturae Zhejiangensis ›› 2024, Vol. 36 ›› Issue (9): 2122-2131.DOI: 10.3969/j.issn.1004-1524.20240174
• Quality and Safety of Agricultural Products • Previous Articles Next Articles
ZHU Sibei1,2(), NIE Jing2,3, ZHANG Jinjun4, LI Chunlin2,3, ZHANG Yongzhi2,3, WANG Ping1, TAO Yi1,*(
), YUAN Yuwei2,3,*(
)
Received:
2024-03-01
Online:
2024-09-25
Published:
2024-09-30
CLC Number:
ZHU Sibei, NIE Jing, ZHANG Jinjun, LI Chunlin, ZHANG Yongzhi, WANG Ping, TAO Yi, YUAN Yuwei. ICP-MS/MS analysis and evaluation of inorganic nutrient elements in different parts of Tetrastigma hemsleyanum Diels et Gilg[J]. Acta Agriculturae Zhejiangensis, 2024, 36(9): 2122-2131.
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URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.20240174
元素 Elements | 潜在干扰离子 Potentially interfering ions | 背景等效浓度 Background equivalent concentration/(μg·L-1) | |||||
---|---|---|---|---|---|---|---|
SQ模式SQ model | MS/MS模式MS/MS model | ||||||
No gas | He | HEHe | H2 | O2 | NH3 | ||
23Na | 16.255 | 15.850 | 14.985 | 18.220 | 17.335 | 18.280 | |
24Mg | 12 | 1.454 | 1.461 | 1.385 | 1.833 | 1.746 | 1.725 |
27Al | 1.984 | 1.173 | 1.842 | 3.579 | 4.179 | 3.909 | |
31P | 30Si1H+、14N1H16O+、14N17O+、15H16O+、12C19F+ | 24.230 | 6.929 | 2.437 | 67.860 | 0.955 | 3.817 |
32S | 16O16O+、16O1H15N+、18O14N+、1H31P+、12C30Ne+、13C19F+ | 4 046 | 2 109 | 849.8 | 2 004 | 4.985 | 4 104 |
39K | 38Ar1H+ | 51.010 | 16.800 | 49.760 | 19.410 | 25.260 | 24.580 |
44Ca | 12C16 | 21.210 | 18.240 | 19.990 | 19.860 | 19.720 | 26.190 |
56Fe | 40Ar16O+、40Ca16O+、37Cl17O+、112Sn2+、40Ar15N1H+、 | 86.090 | 1.341 | 1.357 | 1.223 | 1.593 | 4.499 |
38Ar18O+、38Ar17O1H+、37Cl18O1H+ | |||||||
58Ni | 58Fe、40Ar18O+、40Ca18O+、42Ca16O+、116Sn2+、 | 0.091 | 0.203 | 0.176 | 0.094 | 0.136 | |
40Ar17O1H+、40Ca17O1H+ | 0.471 | ||||||
63Cu | 47Ti16O+、46Ca16O1H+、36Ar12C14N1H+、14N12C37Cl+、 | 0.113 | 0.087 | 0.166 | 0.504 | 0.140 | 0.223 |
16O12C35Cl+ | |||||||
66Zn | 50Ti16O+ | 1.045 | 0.893 | 1.200 | 0.930 | 1.239 | 1.643 |
78Se | 78Kr、40Ar38Ar+、38Ar40Ca2+ | 5.520 | 0.130 | 0.015 | 0.012 | 0.016 | 0.026 |
Table 1 The background equivalent concentration of each element under different analysis models
元素 Elements | 潜在干扰离子 Potentially interfering ions | 背景等效浓度 Background equivalent concentration/(μg·L-1) | |||||
---|---|---|---|---|---|---|---|
SQ模式SQ model | MS/MS模式MS/MS model | ||||||
No gas | He | HEHe | H2 | O2 | NH3 | ||
23Na | 16.255 | 15.850 | 14.985 | 18.220 | 17.335 | 18.280 | |
24Mg | 12 | 1.454 | 1.461 | 1.385 | 1.833 | 1.746 | 1.725 |
27Al | 1.984 | 1.173 | 1.842 | 3.579 | 4.179 | 3.909 | |
31P | 30Si1H+、14N1H16O+、14N17O+、15H16O+、12C19F+ | 24.230 | 6.929 | 2.437 | 67.860 | 0.955 | 3.817 |
32S | 16O16O+、16O1H15N+、18O14N+、1H31P+、12C30Ne+、13C19F+ | 4 046 | 2 109 | 849.8 | 2 004 | 4.985 | 4 104 |
39K | 38Ar1H+ | 51.010 | 16.800 | 49.760 | 19.410 | 25.260 | 24.580 |
44Ca | 12C16 | 21.210 | 18.240 | 19.990 | 19.860 | 19.720 | 26.190 |
56Fe | 40Ar16O+、40Ca16O+、37Cl17O+、112Sn2+、40Ar15N1H+、 | 86.090 | 1.341 | 1.357 | 1.223 | 1.593 | 4.499 |
38Ar18O+、38Ar17O1H+、37Cl18O1H+ | |||||||
58Ni | 58Fe、40Ar18O+、40Ca18O+、42Ca16O+、116Sn2+、 | 0.091 | 0.203 | 0.176 | 0.094 | 0.136 | |
40Ar17O1H+、40Ca17O1H+ | 0.471 | ||||||
63Cu | 47Ti16O+、46Ca16O1H+、36Ar12C14N1H+、14N12C37Cl+、 | 0.113 | 0.087 | 0.166 | 0.504 | 0.140 | 0.223 |
16O12C35Cl+ | |||||||
66Zn | 50Ti16O+ | 1.045 | 0.893 | 1.200 | 0.930 | 1.239 | 1.643 |
78Se | 78Kr、40Ar38Ar+、38Ar40Ca2+ | 5.520 | 0.130 | 0.015 | 0.012 | 0.016 | 0.026 |
元素 Element | 本底浓度 Background concentration/(mg·L-1) | 加标浓度 Standard concentration/ (mg·L-1) | 测定浓度 Determination of concentration/(mg·L-1) | 回收率 Recovery rate/% |
---|---|---|---|---|
23Na | 801.53 | 320.00 | 1 069.72 | 95.38 |
24Mg | 7 992.18 | 3 200.00 | 11 797.68 | 105.41 |
27Al | 343.40 | 120.00 | 445.70 | 96.18 |
31P | 6 716.63 | 2 000.00 | 8 577.16 | 98.40 |
32S | 3 269.77 | 1 200.00 | 4 767.90 | 106.67 |
39K | 19 586.21 | 8 000.00 | 26 979.31 | 97.80 |
44Ca | 15 464.21 | 6 000.00 | 19 782.68 | 108.50 |
56Fe | 542.66 | 200.00 | 731.52 | 98.50 |
58Ni | 3.74 | 1.00 | 4.30 | 90.66 |
63Cu | 9.27 | 4.00 | 13.69 | 103.20 |
66Zn | 41.07 | 16.00 | 61.64 | 100.80 |
78Se | 0.05 | 0.02 | 0.07 | 101.25 |
Table 2 Spike recovery rate of 12 inorganic nutrient elements in Tetrastigma hemsleyanum Diels et Gilg
元素 Element | 本底浓度 Background concentration/(mg·L-1) | 加标浓度 Standard concentration/ (mg·L-1) | 测定浓度 Determination of concentration/(mg·L-1) | 回收率 Recovery rate/% |
---|---|---|---|---|
23Na | 801.53 | 320.00 | 1 069.72 | 95.38 |
24Mg | 7 992.18 | 3 200.00 | 11 797.68 | 105.41 |
27Al | 343.40 | 120.00 | 445.70 | 96.18 |
31P | 6 716.63 | 2 000.00 | 8 577.16 | 98.40 |
32S | 3 269.77 | 1 200.00 | 4 767.90 | 106.67 |
39K | 19 586.21 | 8 000.00 | 26 979.31 | 97.80 |
44Ca | 15 464.21 | 6 000.00 | 19 782.68 | 108.50 |
56Fe | 542.66 | 200.00 | 731.52 | 98.50 |
58Ni | 3.74 | 1.00 | 4.30 | 90.66 |
63Cu | 9.27 | 4.00 | 13.69 | 103.20 |
66Zn | 41.07 | 16.00 | 61.64 | 100.80 |
78Se | 0.05 | 0.02 | 0.07 | 101.25 |
元素 Elements | 茎叶 Stem and leaf | 块根 Tuberous root | 须根 Fibrous root |
---|---|---|---|
23Na | 2 766.2±1 638.3 a | 259.7±91.2 b | 406.1±33.1 b |
24Mg | 4 277.9±1 886.7 a | 2 035.9±527.2 b | 4 313.9±1 500.1 a |
27Al | 1 776.8±827.5 b | 1 153.9±640.5 b | 6 738.2±3 219.9 a |
31P | 3 587.2±1 069.3 b | 2 269.5±809.1 c | 5 098.7±2 177.2 a |
32S | 2 614.9±970.7 b | 1 522.6±304.6 c | 3 971.8±974.3 a |
39K | 20 994.4±8 032.2 a | 9 098.9±2 338.7 b | 17 426.9±4 551.4 a |
44Ca | 17 087.1±4 953.9 a | 5 635.6±1 866.7 b | 13 256.5±2 629.5 a |
56Fe | 430.5±204.7 b | 280.3±143.5 c | 2 331.0±1 613.3 a |
58Ni | 1.31±0.4 b | 0.7±0.3 b | 10.5±5.5 a |
63Cu | 11.7±3.0 b | 5.8±1.7 b | 52.4±21.5 a |
66Zn | 114.4±43.9 b | 110.5±36.7 b | 406.5±115.9 a |
78Se* | 133.5±102.3 b | 55.0±32.4 b | 300.0±143.3 a |
Table 3 Contents of inorganic nutrient elements in different parts of Tetrastigma hemsleyanum Diels et Gilg (n=10)
元素 Elements | 茎叶 Stem and leaf | 块根 Tuberous root | 须根 Fibrous root |
---|---|---|---|
23Na | 2 766.2±1 638.3 a | 259.7±91.2 b | 406.1±33.1 b |
24Mg | 4 277.9±1 886.7 a | 2 035.9±527.2 b | 4 313.9±1 500.1 a |
27Al | 1 776.8±827.5 b | 1 153.9±640.5 b | 6 738.2±3 219.9 a |
31P | 3 587.2±1 069.3 b | 2 269.5±809.1 c | 5 098.7±2 177.2 a |
32S | 2 614.9±970.7 b | 1 522.6±304.6 c | 3 971.8±974.3 a |
39K | 20 994.4±8 032.2 a | 9 098.9±2 338.7 b | 17 426.9±4 551.4 a |
44Ca | 17 087.1±4 953.9 a | 5 635.6±1 866.7 b | 13 256.5±2 629.5 a |
56Fe | 430.5±204.7 b | 280.3±143.5 c | 2 331.0±1 613.3 a |
58Ni | 1.31±0.4 b | 0.7±0.3 b | 10.5±5.5 a |
63Cu | 11.7±3.0 b | 5.8±1.7 b | 52.4±21.5 a |
66Zn | 114.4±43.9 b | 110.5±36.7 b | 406.5±115.9 a |
78Se* | 133.5±102.3 b | 55.0±32.4 b | 300.0±143.3 a |
数据集 Data set | 部位 Part | 数量 Number | 测试结果Test result | 判别准确率 Discriminant accuracy/% | 总体准确率 Overall accuracy/% | ||
---|---|---|---|---|---|---|---|
茎叶 Stem and leaf | 块根 Tuberous root | 须根 Fibrous root | |||||
训练集 | 茎叶Stem and leaf | 8 | 7 | 1 | 0 | 87.5 | 91.67 |
Training set | 块根Tuberous root | 8 | 0 | 8 | 0 | 100 | |
须根Fibrous root | 8 | 1 | 0 | 7 | 87.5 | ||
验证集 | 茎叶Stem and leaf | 2 | 2 | 0 | 0 | 100 | 100 |
Validation set | 块根Tuberous root | 2 | 0 | 2 | 0 | 100 | |
须根Fibrous root | 2 | 0 | 0 | 2 | 100 |
Table 4 PLS-DA discriminant analysis results of stem and leaf, tuberou root and fibrous root of Tetrastigma hemsleyanum Diels et Gilg
数据集 Data set | 部位 Part | 数量 Number | 测试结果Test result | 判别准确率 Discriminant accuracy/% | 总体准确率 Overall accuracy/% | ||
---|---|---|---|---|---|---|---|
茎叶 Stem and leaf | 块根 Tuberous root | 须根 Fibrous root | |||||
训练集 | 茎叶Stem and leaf | 8 | 7 | 1 | 0 | 87.5 | 91.67 |
Training set | 块根Tuberous root | 8 | 0 | 8 | 0 | 100 | |
须根Fibrous root | 8 | 1 | 0 | 7 | 87.5 | ||
验证集 | 茎叶Stem and leaf | 2 | 2 | 0 | 0 | 100 | 100 |
Validation set | 块根Tuberous root | 2 | 0 | 2 | 0 | 100 | |
须根Fibrous root | 2 | 0 | 0 | 2 | 100 |
Fig.3 Permutation test plot of PLS-DA model for stem and leaf, tuberous root and fibrous root of Tetrastigma hemsleyanum Diels et Gilg (n=200) R2 was the model interpretation rate, Q2 was the model prediction ability.
Fig.4 Variable importance in the projection (VIP) of inorganic nutrient elements in stem and leaf, tuberous root and fibrous root of Tetrastigma hemsleyanum Diels et Gilg
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