中国农业科技导报 ›› 2023, Vol. 25 ›› Issue (9): 43-56.DOI: 10.13304/j.nykjdb.2022.0340
收稿日期:
2022-04-23
接受日期:
2022-07-01
出版日期:
2023-09-15
发布日期:
2023-09-28
通讯作者:
李红燕,姜奇彦
作者简介:
姜雪敏E-mail: 18813163112@163.com
基金资助:
Xuemin JIANG1(), Xiangqian CHEN1, Hongyan LI2(
), Qiyan JIANG1(
)
Received:
2022-04-23
Accepted:
2022-07-01
Online:
2023-09-15
Published:
2023-09-28
Contact:
Hongyan LI,Qiyan JIANG
摘要:
盐胁迫极大地限制了小麦的稳产、增收,解析小麦应答盐胁迫的代谢机制,有助于优化小麦育种和栽培措施,提高盐碱地小麦产量。运用超高效液相色谱-串联质谱(UPLC-MS/MS)技术分析小麦根和叶在NaCl处理24 h后代谢谱的变化,解析其盐胁迫响应机制。正常生长和盐胁迫处理24 h的根、叶比较共检测到759种差异积累代谢物。根和叶响应盐胁迫处理的过程中,分别有207和147个代谢物质发生变化,其中有56个相同的差异积累代谢物。氨基酸及其衍生物、黄酮类化合物、有机酸及其衍生物、核苷酸及其衍生物这几类代谢物在小麦根和叶响应盐胁迫差异积累代谢物中占比共约50%,除此之外,脂类物质在叶的差异积累代谢物中占比约20%。这些物质在叶中主要参与代谢途径、光合作用、碳固定作用、糖代谢等通路,在根中主要参与次生代谢、氨基酸合成等通路。多种代谢物质间相互关联,组成小麦盐胁迫应答的调控网络,可能通过缓解盐胁迫带来的渗透胁迫和氧化胁迫等,提高小麦对盐胁迫的适应性。
中图分类号:
姜雪敏, 陈向前, 李红燕, 姜奇彦. 小麦盐胁迫响应的代谢组学分析[J]. 中国农业科技导报, 2023, 25(9): 43-56.
Xuemin JIANG, Xiangqian CHEN, Hongyan LI, Qiyan JIANG. Metabolomic Analysis of Wheat Response to Salt Stress[J]. Journal of Agricultural Science and Technology, 2023, 25(9): 43-56.
编号Number | 物质类别Class | 数量Quantity | 百分比Percentage/% |
---|---|---|---|
1 | 有机酸及其衍生物Organic acids and its derivatives | 75 | 9.88 |
2 | 黄酮Flavone | 68 | 8.96 |
3 | 氨基酸衍生物Amino acid derivatives | 65 | 8.56 |
4 | 核苷酸及其衍生物Nucleotide and its derivates | 58 | 7.64 |
5 | 黄酮碳糖苷Flavone C-glycosides | 52 | 6.85 |
6 | 脂质-甘油磷脂Lipids_glycerophospholipids | 37 | 4.87 |
7 | 羟基肉桂酰衍生物Hydroxycinnamoyl derivatives | 36 | 4.74 |
8 | 其他Others | 34 | 4.48 |
9 | 黄酮醇Flavonol | 30 | 3.95 |
10 | 氨基酸Amino acids | 29 | 3.82 |
11 | 酚胺Phenolamides | 26 | 3.43 |
12 | 奎宁酸及其衍生物Quinate and its derivatives | 22 | 2.90 |
13 | 植物激素Phytohormones | 21 | 2.77 |
14 | 黄烷酮Flavanone | 21 | 2.77 |
15 | 脂质-脂肪酸Lipids-fatty acids | 20 | 2.64 |
16 | 脂质-甘油酯Lipids-glycerolipids | 18 | 2.37 |
表1 本研究鉴定到的不同类别代谢物质占比情况
Table 1 Proportions of different categories of metabolites identified in this study
编号Number | 物质类别Class | 数量Quantity | 百分比Percentage/% |
---|---|---|---|
1 | 有机酸及其衍生物Organic acids and its derivatives | 75 | 9.88 |
2 | 黄酮Flavone | 68 | 8.96 |
3 | 氨基酸衍生物Amino acid derivatives | 65 | 8.56 |
4 | 核苷酸及其衍生物Nucleotide and its derivates | 58 | 7.64 |
5 | 黄酮碳糖苷Flavone C-glycosides | 52 | 6.85 |
6 | 脂质-甘油磷脂Lipids_glycerophospholipids | 37 | 4.87 |
7 | 羟基肉桂酰衍生物Hydroxycinnamoyl derivatives | 36 | 4.74 |
8 | 其他Others | 34 | 4.48 |
9 | 黄酮醇Flavonol | 30 | 3.95 |
10 | 氨基酸Amino acids | 29 | 3.82 |
11 | 酚胺Phenolamides | 26 | 3.43 |
12 | 奎宁酸及其衍生物Quinate and its derivatives | 22 | 2.90 |
13 | 植物激素Phytohormones | 21 | 2.77 |
14 | 黄烷酮Flavanone | 21 | 2.77 |
15 | 脂质-脂肪酸Lipids-fatty acids | 20 | 2.64 |
16 | 脂质-甘油酯Lipids-glycerolipids | 18 | 2.37 |
编号Number | 物质类别Class | 数量Number | 百分比Percentage/% |
---|---|---|---|
17 | 香豆素及其衍生物Coumarins and its derivatives | 18 | 2.37 |
18 | 维生素类Vitamins | 16 | 2.11 |
19 | 苯甲酸衍生物Benzoic acid derivatives | 15 | 1.98 |
20 | 糖类Carbohydrates | 14 | 1.84 |
21 | 色胺及其衍生物Tryptamine and its derivatives | 11 | 1.45 |
22 | 黄酮-木脂素Flavonolignan | 11 | 1.45 |
23 | 花青素Anthocyanins | 10 | 1.32 |
24 | 吲哚及其衍生物Indole and its derivatives | 8 | 1.05 |
25 | 生物碱Alkaloids | 8 | 1.05 |
26 | 儿茶素及其衍生物Catechin and its derivatives | 6 | 0.79 |
27 | 胆碱类Cholines | 6 | 0.79 |
28 | 异黄酮Isoflavone | 5 | 0.66 |
29 | 烟酸及其衍生物Nicotinic acid and its derivatives | 5 | 0.66 |
30 | 萜类Terpenoids | 5 | 0.66 |
31 | 醇类和多元醇Alcohols and polyols | 5 | 0.66 |
32 | 吡啶Pyridine derivatives | 3 | 0.40 |
33 | 原花青素Proanthocyanidins | 1 | 0.13 |
表1 本研究鉴定到的不同类别代谢物质占比情况 (续表Continued)
Table 1 Proportions of different categories of metabolites identified in this study
编号Number | 物质类别Class | 数量Number | 百分比Percentage/% |
---|---|---|---|
17 | 香豆素及其衍生物Coumarins and its derivatives | 18 | 2.37 |
18 | 维生素类Vitamins | 16 | 2.11 |
19 | 苯甲酸衍生物Benzoic acid derivatives | 15 | 1.98 |
20 | 糖类Carbohydrates | 14 | 1.84 |
21 | 色胺及其衍生物Tryptamine and its derivatives | 11 | 1.45 |
22 | 黄酮-木脂素Flavonolignan | 11 | 1.45 |
23 | 花青素Anthocyanins | 10 | 1.32 |
24 | 吲哚及其衍生物Indole and its derivatives | 8 | 1.05 |
25 | 生物碱Alkaloids | 8 | 1.05 |
26 | 儿茶素及其衍生物Catechin and its derivatives | 6 | 0.79 |
27 | 胆碱类Cholines | 6 | 0.79 |
28 | 异黄酮Isoflavone | 5 | 0.66 |
29 | 烟酸及其衍生物Nicotinic acid and its derivatives | 5 | 0.66 |
30 | 萜类Terpenoids | 5 | 0.66 |
31 | 醇类和多元醇Alcohols and polyols | 5 | 0.66 |
32 | 吡啶Pyridine derivatives | 3 | 0.40 |
33 | 原花青素Proanthocyanidins | 1 | 0.13 |
图1 盐胁迫下小麦根和叶中代谢物质的差异积累A:差异积累代谢物聚类分析;B:各组差异积累代谢物的数目;C:差异积累代谢物质韦恩图;CKR—正常生长条件下的根;CKL—正常生长条件下的叶;S24R—盐胁迫24 h的根;S24L—盐胁迫24 h的叶
Fig. 1 Differential accumulation of metabolites in the roots and leaves of wheat under salt stressA: Clustering analysis of differential metabolites; B: Numbers of differential metabolites in each group; C: A ven diagram of the differential accumulation of metabolites; CKR—Roots grown under normal conditions; CKL—Leaves grown under normal conditions; S24R—Roots grown under salt stress for 24 h; S24L—Leaves grown under salt stress for 24 h
图2 差异积累代谢物种类及数目注: 图中数字表示该类差异代谢物中上调和下调的代谢物数目,百分比表示该类差异代谢物占该分组中所有差异代谢物数目百分比。
Fig. 2 Types and numbers of differentially accumulated metabolitesNote: The number in the figure represents the number of up-regulated and down-regulated metabolites in this type of differential metabolites, and the percentage represents the percentage of this type of differential metabolites in all differential metabolites in this group.
编号Index | 物质类别Class | 物质Compound | Log2(fold change) | |||
---|---|---|---|---|---|---|
CKL/S24L | CKR/CKL | CKR/S24R | S24R/S24L | |||
Tri941 | 其他Others | 3,4-二羟基杏仁酸Dl-3,4-dihydroxymandelic acid | 13.075 | 11.951 | ||
Tri891 | 其他Others | N-乙酰葡萄糖胺1-磷酸N-acetylglucosamine 1-phosphate | 12.500 | 13.449 | ||
Tri1073 | 黄酮Flavone | 木犀草素O-己糖基-O-葡萄糖酸 Luteolin O-hexosyl-O-gluconic acid | 10.722 | |||
Tri835 | 氨基酸Amino acids | L-半胱氨酸L-cysteine | 10.131 | |||
Tri882 | 核苷酸及其衍生物Nucleotide and its derivates | 腺苷5’-单磷酸Adenosine 5’-monophosphate | 8.822 | -16.655 | ||
Tri1166 | 黄酮Flavone | 金圣草黄素 O-乙酰基己糖苷Chrysoeriol O-acetylhexoside | 8.822 | |||
Tri1231 | 醇类和多元醇Alcohols and polyols | 肠二醇Enterodiol | 8.699 | |||
Tri1356 | 脂质-脂肪酸Lipids_fatty acids | 13-羟基十八碳三烯酸13-HOTrE | 7.756 | |||
Tri74 | 核苷酸及其衍生物Nucleotide and its derivates | 异戊烯基-7-葡糖苷iP7G | 7.635 |
表2 各分组中排在前20名的差异代谢物
Table 2 Differentially accumulated metabolites ranked in the top 20 in each group
编号Index | 物质类别Class | 物质Compound | Log2(fold change) | |||
---|---|---|---|---|---|---|
CKL/S24L | CKR/CKL | CKR/S24R | S24R/S24L | |||
Tri941 | 其他Others | 3,4-二羟基杏仁酸Dl-3,4-dihydroxymandelic acid | 13.075 | 11.951 | ||
Tri891 | 其他Others | N-乙酰葡萄糖胺1-磷酸N-acetylglucosamine 1-phosphate | 12.500 | 13.449 | ||
Tri1073 | 黄酮Flavone | 木犀草素O-己糖基-O-葡萄糖酸 Luteolin O-hexosyl-O-gluconic acid | 10.722 | |||
Tri835 | 氨基酸Amino acids | L-半胱氨酸L-cysteine | 10.131 | |||
Tri882 | 核苷酸及其衍生物Nucleotide and its derivates | 腺苷5’-单磷酸Adenosine 5’-monophosphate | 8.822 | -16.655 | ||
Tri1166 | 黄酮Flavone | 金圣草黄素 O-乙酰基己糖苷Chrysoeriol O-acetylhexoside | 8.822 | |||
Tri1231 | 醇类和多元醇Alcohols and polyols | 肠二醇Enterodiol | 8.699 | |||
Tri1356 | 脂质-脂肪酸Lipids_fatty acids | 13-羟基十八碳三烯酸13-HOTrE | 7.756 | |||
Tri74 | 核苷酸及其衍生物Nucleotide and its derivates | 异戊烯基-7-葡糖苷iP7G | 7.635 |
编号Index | 物质类别Class | 物质Compound | Log2(fold change) | |||
---|---|---|---|---|---|---|
CKL/S24L | CKR/CKL | CKR/S24R | S24R/S24L | |||
Tri786 | 有机酸及其衍生物Organic acids and its derivatives | 反,反-粘康酸trans,trans-muconic acid | 6.594 | |||
Tri1331 | 脂质-甘油磷脂Lipids_glycerophospholipids | 溶血磷脂酰乙醇胺14:0(2n异构)LysoPE 14:0 (2n isomer) | -4.574 | |||
Tri1047 | 氨基酸衍生物Amino acid derivatives | N-异戊酰氨基乙酸N-isovaleroylglycine | -6.195 | |||
Tri18 | 核苷酸及其衍生物Nucleotide and its derivates | 2’-脱氧肌苷-5’-磷酸2’-deoxyinosine-5’-monophosphate | -6.688 | |||
Tri696 | 黄烷酮Flavanone | 乔松素Pinocembrin (dihydrochrysin) | -8.699 | |||
Tri567 | 生物碱Alkaloids | 异喹啉Isoquinoline | -9.110 | |||
Tri648 | 色胺及其衍生物Tryptamine and its derivatives | 肉桂酰五羟色胺N-cinnamoyl serotonin | -9.437 | |||
Tri656 | 黄烷酮Flavanone | 7-氧甲基圣草酚7-O-methyleriodictyol | -10.657 | -15.774 | ||
Tri1005 | 核苷酸及其衍生物Nucleotide and its derivates | 1-甲基腺苷1-methyladenosine | -11.021 | |||
Tri860 | 糖类Carbohydrates | 2-脱氧核糖 1-磷酸2-deoxyribose 1-phosphate | -11.657 | -16.065 | ||
Tri939 | 有机酸及其衍生物Organic acids and its derivatives | 3-羟基丁酸3-hydroxybutyrate | -13.050 | -15.385 | ||
Tri409 | 黄酮碳糖苷Flavone C-glycosides | 芹菜素 C,C-二己糖苷Di-C,C-hexosyl-apigenin | 23.099 | 22.775 | ||
Tri516 | 黄酮碳糖苷Flavone C-glycosides | 8-C-己糖基芹菜素 O-阿魏酰己糖苷8-C-hexosyl-apigenin O-feruloylhexoside | 22.142 | 21.954 | ||
Tri526 | 黄酮碳糖苷Flavone C-glycosides | C-戊糖基金圣草黄素 7-O-阿魏酰己糖苷C-pentosyl-chrysoeriol 7-O-feruloylhexoside | 22.138 | 21.944 | ||
Tri324 | 黄酮碳糖苷Flavone C-glycosides | 6-C-己糖基-木犀草素O-己糖苷6-C-hexosyl-luteolin O-hexoside | 21.532 | 21.818 | ||
Tri374 | 黄酮碳糖苷Flavone C-glycosides | 8-C-己糖基金圣草黄素8-C-hexosyl chrysoeriol O-hexoside | 20.665 | 20.285 | ||
Tri265 | 黄酮碳糖苷Flavone C-glycosides | 芹菜素6-C-己糖基-8-C-己糖基O-己糖苷Apigenin 6-C-hexosyl-8-C-hexosyl-O-hexoside | 20.520 | 19.908 | ||
Tri430 | 黄酮碳糖苷Flavone C-glycosides | 柚皮素C-己糖苷Naringenin C-hexoside | 20.488 | 11.000 | ||
Tri288 | 黄酮碳糖苷Flavone C-glycosides | 金圣草黄素6-C-己糖基 8-C-己糖基-O-己糖苷 Chrysoeriol 6-C-hexoside 8-C-hexoside-O-hexoside | 20.390 | 19.884 | ||
Tri288 | 黄酮碳糖苷Flavone C-glycosides | 金圣草黄素6-C-己糖基 8-C-己糖基-O-己糖苷 Chrysoeriol 6-C-hexoside 8-C-hexoside-O-hexoside | 20.390 | 19.884 | ||
Tri369 | 黄酮Flavone | 木犀草素3’,7-二氧葡萄糖苷Luteolin 3’,7-di-O-glucoside | 20.006 | 19.434 |
表2 各分组中排在前20名的差异代谢物 (续表Continued)
Table 2 Differentially accumulated metabolites ranked in the top 20 in each group
编号Index | 物质类别Class | 物质Compound | Log2(fold change) | |||
---|---|---|---|---|---|---|
CKL/S24L | CKR/CKL | CKR/S24R | S24R/S24L | |||
Tri786 | 有机酸及其衍生物Organic acids and its derivatives | 反,反-粘康酸trans,trans-muconic acid | 6.594 | |||
Tri1331 | 脂质-甘油磷脂Lipids_glycerophospholipids | 溶血磷脂酰乙醇胺14:0(2n异构)LysoPE 14:0 (2n isomer) | -4.574 | |||
Tri1047 | 氨基酸衍生物Amino acid derivatives | N-异戊酰氨基乙酸N-isovaleroylglycine | -6.195 | |||
Tri18 | 核苷酸及其衍生物Nucleotide and its derivates | 2’-脱氧肌苷-5’-磷酸2’-deoxyinosine-5’-monophosphate | -6.688 | |||
Tri696 | 黄烷酮Flavanone | 乔松素Pinocembrin (dihydrochrysin) | -8.699 | |||
Tri567 | 生物碱Alkaloids | 异喹啉Isoquinoline | -9.110 | |||
Tri648 | 色胺及其衍生物Tryptamine and its derivatives | 肉桂酰五羟色胺N-cinnamoyl serotonin | -9.437 | |||
Tri656 | 黄烷酮Flavanone | 7-氧甲基圣草酚7-O-methyleriodictyol | -10.657 | -15.774 | ||
Tri1005 | 核苷酸及其衍生物Nucleotide and its derivates | 1-甲基腺苷1-methyladenosine | -11.021 | |||
Tri860 | 糖类Carbohydrates | 2-脱氧核糖 1-磷酸2-deoxyribose 1-phosphate | -11.657 | -16.065 | ||
Tri939 | 有机酸及其衍生物Organic acids and its derivatives | 3-羟基丁酸3-hydroxybutyrate | -13.050 | -15.385 | ||
Tri409 | 黄酮碳糖苷Flavone C-glycosides | 芹菜素 C,C-二己糖苷Di-C,C-hexosyl-apigenin | 23.099 | 22.775 | ||
Tri516 | 黄酮碳糖苷Flavone C-glycosides | 8-C-己糖基芹菜素 O-阿魏酰己糖苷8-C-hexosyl-apigenin O-feruloylhexoside | 22.142 | 21.954 | ||
Tri526 | 黄酮碳糖苷Flavone C-glycosides | C-戊糖基金圣草黄素 7-O-阿魏酰己糖苷C-pentosyl-chrysoeriol 7-O-feruloylhexoside | 22.138 | 21.944 | ||
Tri324 | 黄酮碳糖苷Flavone C-glycosides | 6-C-己糖基-木犀草素O-己糖苷6-C-hexosyl-luteolin O-hexoside | 21.532 | 21.818 | ||
Tri374 | 黄酮碳糖苷Flavone C-glycosides | 8-C-己糖基金圣草黄素8-C-hexosyl chrysoeriol O-hexoside | 20.665 | 20.285 | ||
Tri265 | 黄酮碳糖苷Flavone C-glycosides | 芹菜素6-C-己糖基-8-C-己糖基O-己糖苷Apigenin 6-C-hexosyl-8-C-hexosyl-O-hexoside | 20.520 | 19.908 | ||
Tri430 | 黄酮碳糖苷Flavone C-glycosides | 柚皮素C-己糖苷Naringenin C-hexoside | 20.488 | 11.000 | ||
Tri288 | 黄酮碳糖苷Flavone C-glycosides | 金圣草黄素6-C-己糖基 8-C-己糖基-O-己糖苷 Chrysoeriol 6-C-hexoside 8-C-hexoside-O-hexoside | 20.390 | 19.884 | ||
Tri288 | 黄酮碳糖苷Flavone C-glycosides | 金圣草黄素6-C-己糖基 8-C-己糖基-O-己糖苷 Chrysoeriol 6-C-hexoside 8-C-hexoside-O-hexoside | 20.390 | 19.884 | ||
Tri369 | 黄酮Flavone | 木犀草素3’,7-二氧葡萄糖苷Luteolin 3’,7-di-O-glucoside | 20.006 | 19.434 |
编号Index | 物质类别Class | 物质Compound | Log2(fold change) | |||
---|---|---|---|---|---|---|
CKL/S24L | CKR/CKL | CKR/S24R | S24R/S24L | |||
Tri386 | 黄酮碳糖苷Flavone C-glycosides | C-己糖基金圣草黄素O-己糖苷C-己糖基金圣草黄素O-己糖苷C-hexosyl-chrysoeriol O-hexoside | 19.422 | |||
Tri128 | 核苷酸及其衍生物Nucleotide and its derivates | 鸟苷单磷酸Guanosine monophosphate | -14.401 | |||
Tri1075 | 苯甲酸衍生物Benzoic acid derivatives | 没食子酸甲酯Methyl gallate | -14.811 | |||
Tri739 | 脂质-甘油磷脂Lipids-glycerophospholipids | 溶血磷脂酰胆碱 16:2(2n异构)LysoPC 16:2 | -15.061 | |||
Tri1105 | 香豆素及其衍生物Coumarins and its derivatives | 秦皮素6-methoxy-7,8-dihydroxycoumarin | -15.198 | -15.198 | ||
Tri1046 | 香豆素及其衍生物Coumarins and its derivatives | 秦皮甲素Esculin (6,7-dihydroxycoumarin-6-glucoside) | -15.443 | -16.266 | ||
Tri272 | 其他Others | 二氢茉莉酮Dihydrojasmone | -15.984 | -16.667 | ||
Tri508 | 羟基肉桂酰衍生物Hydroxycinnamoyl derivatives | 香豆醛p-coumaraldehyde | -16.322 | -17.099 | ||
Tri408 | 吲哚及其衍生物Indole and its derivatives | 5-甲氧基-吲哚-3-甲醛5-methoxyindole-3-carbaldehyde | -16.600 | -14.946 | ||
Tri1266 | 羟基肉桂酰衍生物Hydroxycinnamoyl derivatives | 氢化肉桂酸Hydrocinnamic acid | -16.707 | -15.074 | ||
Tri243 | 氨基酸衍生物Amino acid derivatives | L-半胱氨酸D-γ-谷氨酰基-2-(三甲基铵基)乙酯L-cysteine D-γ-glutamyl-2-(trimethylammonio)ethyl ester | 12.791 | |||
Tri533 | 色胺及其衍生物Tryptamine and its derivatives | 褪黑激素(N-乙酰-5-甲氧基色胺)Melatonin | 12.430 | |||
Tri1052 | 羟基肉桂酰衍生物Hydroxycinnamoyl derivatives | 紫丁香苷Syringin | 12.188 | |||
Tri525 | 黄酮碳糖苷Flavone C-glycosides | 芹菜素8-C-戊糖苷Apigenin 8-C-pentoside | 11.610 | |||
Tri572 | 黄酮碳糖苷Flavone C-glycosides | 金圣草黄素C-己糖苷Chrysoeriol C-hexoside | 11.069 | |||
Tri551 | 黄酮Flavone | 五羟黄酮Tricetin | 10.878 | |||
Tri581 | 黄酮Flavone | 麦黄酮 O-香草酰己糖苷Tricin O-vanilloylhexoside | 10.444 |
表2 各分组中排在前20名的差异代谢物 (续表Continued)
Table 2 Differentially accumulated metabolites ranked in the top 20 in each group
编号Index | 物质类别Class | 物质Compound | Log2(fold change) | |||
---|---|---|---|---|---|---|
CKL/S24L | CKR/CKL | CKR/S24R | S24R/S24L | |||
Tri386 | 黄酮碳糖苷Flavone C-glycosides | C-己糖基金圣草黄素O-己糖苷C-己糖基金圣草黄素O-己糖苷C-hexosyl-chrysoeriol O-hexoside | 19.422 | |||
Tri128 | 核苷酸及其衍生物Nucleotide and its derivates | 鸟苷单磷酸Guanosine monophosphate | -14.401 | |||
Tri1075 | 苯甲酸衍生物Benzoic acid derivatives | 没食子酸甲酯Methyl gallate | -14.811 | |||
Tri739 | 脂质-甘油磷脂Lipids-glycerophospholipids | 溶血磷脂酰胆碱 16:2(2n异构)LysoPC 16:2 | -15.061 | |||
Tri1105 | 香豆素及其衍生物Coumarins and its derivatives | 秦皮素6-methoxy-7,8-dihydroxycoumarin | -15.198 | -15.198 | ||
Tri1046 | 香豆素及其衍生物Coumarins and its derivatives | 秦皮甲素Esculin (6,7-dihydroxycoumarin-6-glucoside) | -15.443 | -16.266 | ||
Tri272 | 其他Others | 二氢茉莉酮Dihydrojasmone | -15.984 | -16.667 | ||
Tri508 | 羟基肉桂酰衍生物Hydroxycinnamoyl derivatives | 香豆醛p-coumaraldehyde | -16.322 | -17.099 | ||
Tri408 | 吲哚及其衍生物Indole and its derivatives | 5-甲氧基-吲哚-3-甲醛5-methoxyindole-3-carbaldehyde | -16.600 | -14.946 | ||
Tri1266 | 羟基肉桂酰衍生物Hydroxycinnamoyl derivatives | 氢化肉桂酸Hydrocinnamic acid | -16.707 | -15.074 | ||
Tri243 | 氨基酸衍生物Amino acid derivatives | L-半胱氨酸D-γ-谷氨酰基-2-(三甲基铵基)乙酯L-cysteine D-γ-glutamyl-2-(trimethylammonio)ethyl ester | 12.791 | |||
Tri533 | 色胺及其衍生物Tryptamine and its derivatives | 褪黑激素(N-乙酰-5-甲氧基色胺)Melatonin | 12.430 | |||
Tri1052 | 羟基肉桂酰衍生物Hydroxycinnamoyl derivatives | 紫丁香苷Syringin | 12.188 | |||
Tri525 | 黄酮碳糖苷Flavone C-glycosides | 芹菜素8-C-戊糖苷Apigenin 8-C-pentoside | 11.610 | |||
Tri572 | 黄酮碳糖苷Flavone C-glycosides | 金圣草黄素C-己糖苷Chrysoeriol C-hexoside | 11.069 | |||
Tri551 | 黄酮Flavone | 五羟黄酮Tricetin | 10.878 | |||
Tri581 | 黄酮Flavone | 麦黄酮 O-香草酰己糖苷Tricin O-vanilloylhexoside | 10.444 |
编号Index | 物质类别Class | 物质Compound | Log2(fold change) | |||
---|---|---|---|---|---|---|
CKL/S24L | CKR/CKL | CKR/S24R | S24R/S24L | |||
Tri463 | 黄酮碳糖苷Flavone C-glycosides | 6-C-己糖基金圣草黄素O-阿魏酰己糖苷6-C-hexosyl-chrysoeriol O-feruloylhexoside | -10.114 | |||
Tri147 | 氨基酸衍生物Amino acid derivatives | 谷氨酸-谷氨酸肽Glu-Glu | -10.189 | |||
Tri545 | 黄酮醇Flavonol | 阿福豆苷Kaempferol 3-O-rhamnoside | -10.576 | |||
Tri1244 | 其他Others | 牛蒡子苷Arctiin | -10.613 | |||
Tri845 | 糖类Carbohydrates | 古洛糖酸内酯L-gulonic-γ-lactone | -10.617 | |||
Tri731 | 黄烷酮Flavanone | 黄腐醇Xanthohumol | -11.466 | |||
Tri325 | 黄酮碳糖苷Flavone C-glycosides | 8-C-己糖苷-芹菜素O-己糖苷-O-己糖苷8-C-hexosyl-apigenin O-hexosyl-O-hexoside | -12.758 | 22.162 | ||
Tri381 | 黄酮Flavone | 檬黄素O-己糖苷Limocitrin O-hexoside | -12.946 | |||
Tri552 | 黄酮Flavone | 5-O-乙酰基己糖苷Tricin 5-O-acetylglucoside | -13.094 | |||
Tri738 | 脂质-甘油磷脂Lipids-glycerophospholipids | 溶血磷脂酰胆碱 16:1 LysoPC 16:1 | 19.574 | |||
Tri943 | 烟酸及其衍生物Nicotinic acid and its derivatives | 6-羟基烟酸6-hydroxynicotinic acid | -14.526 | |||
Tri937 | 核苷酸及其衍生物Nucleotide and its derivates | 2’-脱氧尿苷2’-deoxyuridine | -16.198 |
表2 各分组中排在前20名的差异代谢物 (续表Continued)
Table 2 Differentially accumulated metabolites ranked in the top 20 in each group
编号Index | 物质类别Class | 物质Compound | Log2(fold change) | |||
---|---|---|---|---|---|---|
CKL/S24L | CKR/CKL | CKR/S24R | S24R/S24L | |||
Tri463 | 黄酮碳糖苷Flavone C-glycosides | 6-C-己糖基金圣草黄素O-阿魏酰己糖苷6-C-hexosyl-chrysoeriol O-feruloylhexoside | -10.114 | |||
Tri147 | 氨基酸衍生物Amino acid derivatives | 谷氨酸-谷氨酸肽Glu-Glu | -10.189 | |||
Tri545 | 黄酮醇Flavonol | 阿福豆苷Kaempferol 3-O-rhamnoside | -10.576 | |||
Tri1244 | 其他Others | 牛蒡子苷Arctiin | -10.613 | |||
Tri845 | 糖类Carbohydrates | 古洛糖酸内酯L-gulonic-γ-lactone | -10.617 | |||
Tri731 | 黄烷酮Flavanone | 黄腐醇Xanthohumol | -11.466 | |||
Tri325 | 黄酮碳糖苷Flavone C-glycosides | 8-C-己糖苷-芹菜素O-己糖苷-O-己糖苷8-C-hexosyl-apigenin O-hexosyl-O-hexoside | -12.758 | 22.162 | ||
Tri381 | 黄酮Flavone | 檬黄素O-己糖苷Limocitrin O-hexoside | -12.946 | |||
Tri552 | 黄酮Flavone | 5-O-乙酰基己糖苷Tricin 5-O-acetylglucoside | -13.094 | |||
Tri738 | 脂质-甘油磷脂Lipids-glycerophospholipids | 溶血磷脂酰胆碱 16:1 LysoPC 16:1 | 19.574 | |||
Tri943 | 烟酸及其衍生物Nicotinic acid and its derivatives | 6-羟基烟酸6-hydroxynicotinic acid | -14.526 | |||
Tri937 | 核苷酸及其衍生物Nucleotide and its derivates | 2’-脱氧尿苷2’-deoxyuridine | -16.198 |
图4 小麦根和叶片盐胁迫响应代谢网络注: 红色表示本研究中差异积累的代谢产物。
Fig. 4 Metabolic network of wheat root and leaf responding to salt stressNote: Red metabolites are the differentially accumulated metabolites in this study.
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