• ISSN 1008-505X
  • CN 11-3996/S

茶园施肥模式对茶叶黄酮类及糖苷类代谢物含量的影响

龚雪蛟, 秦琳, 黄颖博, 张翔, 叶玉龙, 李兰英, 尧渝, 王迎春, 罗凡

龚雪蛟, 秦琳, 黄颖博, 张翔, 叶玉龙, 李兰英, 尧渝, 王迎春, 罗凡. 茶园施肥模式对茶叶黄酮类及糖苷类代谢物含量的影响[J]. 植物营养与肥料学报, 2022, 28(10): 1867-1883. DOI: 10.11674/zwyf.2022057
引用本文: 龚雪蛟, 秦琳, 黄颖博, 张翔, 叶玉龙, 李兰英, 尧渝, 王迎春, 罗凡. 茶园施肥模式对茶叶黄酮类及糖苷类代谢物含量的影响[J]. 植物营养与肥料学报, 2022, 28(10): 1867-1883. DOI: 10.11674/zwyf.2022057
GONG Xue-jiao, QIN Lin, HUANG Ying-bo, ZHANG Xiang, YE Yu-long, LI Lan-ying, YAO Yu, WANG Ying-Chun, LUO Fan. Effects of fertilization patterns on flavonoids and glycoside metabolites in tea[J]. Journal of Plant Nutrition and Fertilizers, 2022, 28(10): 1867-1883. DOI: 10.11674/zwyf.2022057
Citation: GONG Xue-jiao, QIN Lin, HUANG Ying-bo, ZHANG Xiang, YE Yu-long, LI Lan-ying, YAO Yu, WANG Ying-Chun, LUO Fan. Effects of fertilization patterns on flavonoids and glycoside metabolites in tea[J]. Journal of Plant Nutrition and Fertilizers, 2022, 28(10): 1867-1883. DOI: 10.11674/zwyf.2022057

茶园施肥模式对茶叶黄酮类及糖苷类代谢物含量的影响

基金项目: 国家重点研发计划(2019YFC0804500);四川省农业科学院科研条件平台建设专项;现代农业产业技术体系建设专项(CARS-19)。
详细信息
    作者简介:

    龚雪蛟 E-mail: 136565247@qq.com

    通讯作者:

    罗凡 E-mail: 361114727@qq.com

Effects of fertilization patterns on flavonoids and glycoside metabolites in tea

  • 摘要:
    [目的] 

    研究施肥模式对茶叶生化成分含量和黄酮类及糖苷类代谢物累积的影响,为实现茶叶优质高产提供科学依据。

    [方法] 

    田间试验设在四川茶树种植典型区域—雅安,试验连续进行了3年,设置不施肥 (CK)、常量化肥 (N 585 kg/hm2,TF)、有机肥替代25%化肥氮 (OF)、减施25%氮肥 (SF) 4个处理。分析了不同处理茶叶主要品质成分含量,并基于非靶向代谢组学检测结果分析了黄酮类及糖苷类代谢物累积差异。

    [结果] 

    与CK处理相比,TF、OF、SF处理茶氨酸、游离氨基酸含量分别提高了7.22%~13.40%、23.15%~25.50%,可溶性糖和茶多酚含量分别降低了8.17%~13.86%、6.08%~11.49%,表儿茶素、表没食子儿茶素、芸香苷等10种代谢物累积水平显著下降。与TF处理相比,SF处理茶氨酸、咖啡碱和水浸出物含量分别降低了5.45%、5.97%、8.91%,茶多酚、可溶性糖、游离氨基酸含量和酚氨比无显著差异;芍药素-3-O-葡萄糖苷、肉桂萜醇C1-19-葡萄糖苷、查耳酮樱花素等7种代谢物累积水平显著降低,川陈皮素、牡荆素-4'-O-α-L-吡喃鼠李糖苷、(S)-橙花醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷]和Ranupenin3-rutinoside等4种代谢物累积水平显著增加。与TF处理相比,OF处理茶叶咖啡碱含量降低了5.73%;茶氨酸、游离氨基酸、可溶性糖、茶多酚、水浸出物含量差异不显著;10种黄酮苷、2种黄酮、6种萜苷、5种甾体皂甙和2种脂酰苷共25种代谢物累积水平显著增加,以川陈皮素、飞燕草素-3-(6-对香豆酰基半乳糖苷)增幅较大,分别为2280.20%、1355.11%。4个处理相比,OF处理下有15种黄酮类及糖苷类代谢物累积水平显著高于CK、TF和SF处理。

    [结论] 

    有机肥替代25%化肥氮降低了茶叶咖啡碱含量,提高了川陈皮素、飞燕草素、槲皮素、芹黄素、山奈酚、牡荆素等多种黄酮类代谢物和去氢大豆皂甙I、珠子参苷R2、孕甾烷甙等多种糖苷组分累积水平。减施25%氮肥降低了茶氨酸、咖啡碱、水浸出物含量和糖苷类代谢物 (如杨梅酮-3-O-洋槐糖苷、芍药素-3-O-葡萄糖苷、肉桂萜醇C1-19-葡萄糖苷等)累积水平,对茶多酚、可溶性糖、游离氨基酸含量影响较小。有机肥替代部分化肥氮有利于茶叶黄酮类及糖苷类物质累积,单纯减少氮肥投入会降低茶叶品质。

    Abstract:
    [Objectives] 

    This study examines the effects of fertilization patterns on the biochemical components and the accumulation of flavonoids and glycoside metabolites in tea leaves.

    [Methods] 

    The 3-year field experiment was conducted in Ya’an which was a typical region of tea plant cultivation in Sichuan Provence, consisted of four treatments: no fertilization (CK), conventional chemical fertilizer input (N 585 kg/hm2-TF), 25% replacement of chemical fertilizer N with organic manure (OF), and reducing 25% of N supply (SF). The content changes in main quality components of tea leaves with different fertilization patterns were analyzed, as well as the accumulation variations of flavonoids and glycosidic metabolites based on the results of untargeted metabolomics.

    [Results] 

    Compared with CK treatment, the contents of the anine and free amino acids in tea leaves under TF, OF, and SF treatments were significantly increased by 7.22%–13.40%, 23.15%–25.50%, respectively, while soluble sugar and tea polyphenols contents decreased by 8.17%–13.86%, 6.08%–11.49%, respectively. Concurrently, accumulation levels of 10 metabolites including epigallocatechin, epicatechin, and rutin decreased notably. Compared with TF treatment, the contents of theanine, caffeine and water-soluble extracts in tea leaves under SF treatment significantly decreased by 5.45%, 5.97%, 8.91%, respectively, while the content of tea polyphenols exhibited no significant difference as well as soluble sugar and free amino acid content. In addition, accumulation levels of 7 metabolites (e.g. peonidin 3-O-glucoside, cinncassiol C1 19-glucoside and chalconosakuranetin) decreased markedly, while that of 4 metabolites [e.g. nobiletin, vitexin 4'-O-α-L-rhamnopyranoside, (S)-Nerolidol 3-O-[a-L-rhamnopyranosyl-(1->2)-β-D-glucopyranoside] increased significantly. The contents of caffeine in tea leaves with OF treatment was 5.73% lower than that in TF. However, accumulation levels of 25 metabolites including 10 kinds of flavonoid glycosides, 2 kinds of flavone, 6 kinds of terpene glycosides, 5 kinds of steroidal glycosides, and 2 kinds of fatty acyl glycosides compounds increased significantly, especially nobiletin and delphinidin 3-(6-p-coumaroylgalactoside) showed the higher increase at 2280.20% and 1355.11%, respectively. Among the four fertilization treatments, 15 kinds of flavonoids and glycosides metabolites demonstrated higher accumulation levels in tea leaves with OF treatment compared with CK, TF, and SF treatments.

    [Conclusions] 

    Replacing 25% of chemical fertilizer N with organic manure reduced the content of caffeine in tea leaves, and improved the accumulation levels of a variety of flavonoids metabolites (e.g. nobiletin, delphinidin, quercetin, apigenin, kaempferol, vitexin) and glycosylic components (e.g. dehydrosoyasaponin I, majonoside R2, balagyptin). Reducing 25% of N supply decreased the contents of theanine, caffeine and water-soluble extracts as well as the accumulation levels of glycosylic components (e.g. myricetin 3-O-robinobioside, peonidin 3-O-glucoside, cinncassiol C1 19-glucoside), and had less effect on tea polyphenols, soluble sugar, and free amino acid content. Partial substitution for chemical fertilizer N with organic manure is beneficial for the accumulation of flavonoids and glycosides in tea leaves. Onefold reduction of N input will reduce the quality of tea.

  • 茶树是我国重要的经济作物之一,茶叶因其独特的风味口感和人体保健价值正成为仅次于水的世界第二大饮品[1]。茶鲜叶中的多酚类、氨基酸、咖啡碱、可溶性糖等天然产物是加工形成优质茶叶产品的物质基础[2-3],其含量高低及配比主要由茶树品种决定[4-5],同时受土壤、气候等茶园环境[6-10]和栽培措施影响[11-14]。施肥直接影响茶园土壤养分含量及肥力,进而影响茶树对养分的吸收利用和茶叶生化品质,对茶鲜叶综合品质差异的贡献度约为7.48%[15]。氮是茶树营养“三要素”之一,过量施氮或施氮不足均不利于茶树生长和茶叶品质,且过量施肥加重环境负荷,造成面源污染[16-18]。因此,茶园养分管理以氮肥投入为核心,大量研究围绕“茶园适宜供氮”展开。有研究提出茶园年施氮肥300~450 kg/hm2 [19],最有利于茶鲜叶品质维持在较高水平;刘美雅等[20]研究表明茶园年施氮285~474 kg/hm2,茶叶氨基酸、β-芳樟醇、橙花叔醇含量显著增加;刘扬等[15]提出福建省安溪县铁观音茶园高产优质的适宜施氮量为每年200~400 kg/hm2。Sun等[21]研究表明,分别以有机肥(牛粪)和尿素施入等量氮养分,茶叶中氨基酸、糖、脂肪酸的富集途径差异明显,牛粪处理使谷氨酰胺、奎宁酸和脯氨酸积累较多,而十八烷酸、十六烷酸和二十烷酸等有机酸含量显著减少,所制绿茶感官品质更优;Xie 等[22]建议用有机肥氮替代20%化肥氮;朱旭君等[23]研究认为有机肥替代化肥氮的比例在50%以上更有利于提高茶园产量和名优绿茶品质。Tang等[24]研究表明,铵态氮较硝态氮更易被茶树吸收利用。Li等[25]鉴定出AMTNRTAQP是调控茶树氮吸收的关键基因,氮累积则受GOGATGS等基因控制,CHSCHIDFR与儿茶素合成相关[26],不同供氮量和氮形态均会诱导相关基因差异表达。

    黄酮类化合物是茶叶多酚物质的重要组分[27],约为茶多酚含量的13%,占茶叶 (干重) 的3%~4%,是茶叶“苦涩、收敛”风味和保健功能的重要物质来源[1]。茶叶中的黄酮类代谢物主要有黄烷醇、花色素、黄酮和黄酮醇等[28],除黄烷醇外,多以黄酮糖苷形式存在,如芸香苷、槲皮苷、山奈苷、花色苷等[29],是绿茶汤色“黄绿”的构成因子。除黄酮苷外,茶鲜叶中还存在其它糖苷类代谢物,如萜苷、皂甙、脂酰苷等,在内源糖苷酶作用下释放出单萜烯醇或芳香族醇等具有愉快花果香的游离态苷元,是茶叶香气的主要前体物质[30]。不同茶叶品类[31-33]、不同茶树品种[5]生化成分差异明显,因而品质各异。茶叶中黄酮类代谢物的积累模式和调控机制随不同氮素条件而存在显著差异,Huang等[34]茶树幼苗水培试验表明,缺氮促进多种黄酮类物质累积,随着氮供应量增加,黄酮类物质合成受到抑制。Dong等[35]茶树幼苗盆栽试验表明,茶叶中槲皮素-3-葡萄糖苷、山奈素-3-半乳糖苷等多种黄酮苷与蔗糖、果糖、葡萄糖含量呈显著正相关,适量供氮诱导黄酮和碳水化合物代谢相关基因上调表达,从而促进黄酮苷合成,氮过量或缺氮均表现为抑制作用。Liu等[36]研究指出,茶树嫩梢黄酮类物质的累积与茶树根系、成熟叶片中的碳氮代谢密切相关,增加氮供应促进茶树树体碳向成熟叶和根系分配,导致嫩叶中用于黄酮类物质合成的“碳骨架”减少。就氮形态而言,硝态氮促进茶多酚、儿茶素合成相关基因表达和累积量增加,铵态氮促进茶氨酸、谷氨酸、精氨酸累积量增加[37]。此外,茶树黄酮类物质还受植物激素调控,如孙平[38]研究发现,脱落酸(ABA) 处理后茶树中苯丙烷途径和类黄酮途径的基因(DHDSDH1等)表达均显著上升。

    然而,茶园栽培条件下,长期不同施氮方式对茶叶黄酮类及糖苷组分的影响鲜有研究。这些物质不仅是茶叶的重要品质成分,还能为深入了解茶树对环境变化的生理响应提供重要信息[39-40]。本研究在四川茶树种植的典型区域,通过连续3年田间试验比较了不施肥、常量化肥氮、有机肥替代和减施氮肥对茶叶生化品质的影响,并基于非靶向代谢组学检测结果,分析了不同施氮模式下茶叶黄酮类及糖苷类代谢物的累积差异,旨在丰富茶园养分高效管理及绿色生产的理论基础,为实现茶叶优质高产提供科学依据。

    试验地位于四川省农业科学院茶叶研究所国家土壤质量雅安观测实验站基地 (30°16′N、103°17′E,海拔766 m),属于亚热带季风性湿润气候,年平均气温15.8℃,无霜期297天,年降雨量1500 mm左右。茶园土壤类型为酸性黄壤土,0—20 cm土层土壤基础理化性质为:pH 4.42、有机质 17.5 g/kg、全氮0.97 g/kg、全磷0.38 g/kg、全钾 13.81 g/kg、硝态氮9.51 mg/kg、铵态氮 0.57 mg/kg、有效磷 12.7 mg/kg、速效钾 147 mg/kg;20—40 cm土层土壤基础理化性质为:pH 4.80、有机质 12.3 g/kg、全氮 0.79 g/kg、全磷 0.37 g/kg、全钾 12.15 g/kg、硝态氮 5.80 mg/kg、铵态氮 1.48 mg/kg、有效磷13.4 mg/kg、速效钾 92.0 mg/kg。

    试验设4个处理:1) 不施肥对照 (CK);2) 常量化肥氮 (TF);3) 与TF施氮总量一致,以有机肥氮替代25%化肥氮 (OF);4) 采用茶树专用配方肥,氮肥减量25%并增施钾肥 (SF)。常量化肥氮施用量为 N 585 kg/hm2,试验用氮磷钾复合肥的N–P2O5–K2O为 15%–15%–15%),尿素含N 46.3%。供试有机肥为商品有机肥 (N–P2O5–K2O 3.2%–0.8%–1.0%)和茶树专用配方肥 (N–P2O5–K2O 22%–9%–15%)。每年10月中旬开沟基施肥料,沟深20 cm,翌年春茶结束一次性撒施追施。每个处理设3次重复,共设12个试验小区,小区面积约400 m2,随机排列,不同小区间设2行隔离茶行。各处理病虫害防治、茶园采摘、修剪等其它管理措施一致。试验期为2016—2018年,各处理施肥量及年养分投入见表1

    表  1  不同施肥处理年养分投入(kg/hm2)
    Table  1.  Annual nutrient inputs of fertilization treatments in field experiment
    处理
    Treatment
    肥料用量 Fertilizer dosage养分投入量 Nutrient dosage
    基肥
    Basal fertilizer
    追肥
    Topdressing fertilizer
    无机氮
    Inorganic N
    有机氮
    Organic N
    总氮
    Total N
    P2O5K2O
    CK0000000
    TF1125 (氮磷钾复合肥 Compound fertilizer)
    900 (尿素 Urea)5850585169169
    OF4575 (商品有机肥 Commercial organic fertilizer ) +
    844 (氮磷钾复合肥 Compound fertilizer)
    675 (尿素 Urea)439146585163172
    SF2000 (茶树专用配方肥 Specific formulated fertilizer for tea tree)04400440180300
    注:CK—不施肥处理;TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理;SF—减施25%化肥氮处理。
    Note: CK—No fertilizer; TF—Conventional chemical fertilizer input; OF—Replacing 25% of chemical fertilizer N with organic N; SF—Reducing 25% of chemical fertilizer N.
    下载: 导出CSV 
    | 显示表格

    2019年春季,于茶树蓬面新梢30%通过一芽二叶物候期采摘一芽二叶鲜叶,随机称取各处理鲜叶500 g,采用蒸青固样、自然阴干[41-42],用于茶叶主要品质成分测定;另取100 g鲜叶立即放入液氮保存,用于LC-MS非靶向代谢检测。

    于天气晴朗、无风少云之日,采用Li-COR 6800型植物光合测量系统进行光合生理指标采集。选取茶树蓬面向光性良好的新梢成熟叶片 (第四片或第五片),每个处理测定20个叶片(重复)、每个叶片采集10组数据,测定时间为2019年4月26日上午9:30—11:00。

    1) 茶多酚含量测定参照GB/T 8313—2018,采用分光光度法;游离氨基酸含量测定参照GB/T 8314—2013,采用茚三酮比色法;咖啡碱含量测定参照GB/T 8312—2013,采用高效液相色谱法;水浸出物含量测定参照GB/T 8305—2013,采用差量法;可溶性糖总量测定采用蒽酮比色法;茶氨酸含量测定参照GB/T 23193—2017,采用高效液相色谱法。酚氨比为茶多酚含量与游离氨基酸含量之比。

    2) 黄酮类及糖苷类代谢物测定,称取经液氮研磨的茶鲜叶样品50 mg,加入400 μL 提取液[V(甲醇):V(水)=4∶1]。采用高通量组织破碎仪低温破碎 (–20℃,50 HZ,6 min)。涡旋 (30 s) 混匀后,低温超声萃取30 min (5℃,40 KHz)。将样品静置 (–20℃,30 min) 后离心 (13000 g、4℃、15 min),取上清液并转移至LC-MS进样小瓶中上机分析。

    采用超高效液相色谱串联飞行时间质谱系统 (AB SCIEX, UHPLC-Triple TOF) 进行非靶向代谢物检测[31]。色谱条件:色谱柱为BEH C18 柱 (100 mm × 2.1 mm i.d., 1.7 μm; Waters, Milford, USA);流动相A为去离子水 (含0.1%甲酸),流动相B为乙腈/异丙醇(1/1) (含0.1%甲酸);进样量10 μL,流速为0.40 mL/min,柱温40℃。流动相洗脱梯度:0~3 min,95% A、5% B;3~9 min,80%~5% A、20%~95% B;保持4 min;13~16 min,95% A、5% B。质谱条件:分别采用正、负离子扫描模式,离子喷雾电压(+5 kv、–4 kv)、喷雾气50 psi、辅助加热气50 psi、离子源加热温度500℃、质量范围50~1000 M/Z、碰撞电压20~60 eV。

    分析系统的稳定性采用质控样品(QC)进行考察。质控样品由所有检测样品混合而成,在仪器分析过程中,每3个样品插入1个质控样本,通过该样本的重复性分析考察检测过程中仪器稳定性,同时筛查分析系统中变异较大的变量,保证结果的可靠性。

    3) 黄酮类及糖苷类代谢物的鉴定,首先,将UPLC-Q-TOF/MS分析得到的原始数据导入代谢组学处理软件Progenesis QI (Waters Corporation,Milford, USA),进行基线过滤、峰识别、积分、保留时间校正、峰对齐,得到保留时间、质荷比和峰强度等质谱信息,并与代谢数据库(http://www.hmdb.ca/https://metlin.scripps.edu)进行匹配,对检测到的代谢物定性。然后,通过保留至少一组样品中非零值80%以上的变量、原始矩阵极小值补缺、总峰归一化、删除质控样本相对标准偏差(RSD)≥30%的变量等数据预处理,去除搜库得分<50.0的代谢物。最后,依据HMDB数据库中物质分类及物质结构式筛选出黄酮类及糖苷类代谢物。

    采用 SPSS 19.0 进行方差分析和LSD法进行多重比较。

    表2所示,胞间CO2浓度(Ci)、蒸腾速率(E)、叶片总导度 (GTW)、CO2总导度 (gtc) 均以高氮肥处理 (TF、OF) 最高,TF处理下茶树叶片净光合速率 (A) 和气孔导度 (GSW) 显著高于SF处理,与OF处理无显著差异。这表明高氮肥促进了茶树叶片与外界环境水分和气体交换,增强了茶树光合作用。

    表  2  不同施肥处理茶树叶片光合生理参数
    Table  2.  Photosynthesis parameters of tea leaves under different fertilization treatments
    处理 TreatmentA [µmol/(m²·s)]Ci [µmol/mol]E [mmol/(m2·s)]GSW [mmol/(m2·s)]GTW [mmol/(m2·s)]gtc [mmol/(m2·s)]
    CK9.34±1.47 ab266.3±26.7 b5.80±1.26 b0.23±0.24 ab0.15±0.04 b95.16±25.24 b
    TF10.72±2.27 a299.4±22.1 a8.62±0.97 a0.27±0.04 a0.25±0.04 a158.63±23.07 a
    OF9.59±1.46 ab308.5±9.15 a8.30±0.89 a0.27±0.04 a0.25±0.03 a156.23±21.95 a
    SF8.91±1.84 b267.96±23.97 b5.92±1.37 b0.16±0.04 b0.15±0.04 b92.02±25.30 b
    注:CK—不施肥处理;TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理;SF—减施25%化肥氮处理;A—净光合速率;Ci—胞间CO2浓度;E—蒸腾速率;GSW—气孔导度;GTW—叶片总导度;gtc—CO2总导度。同列数据后不同字母表示处理间在5%水平差异显著。
    Note: CK—No fertilizer; TF—Conventional chemical fertilizer input; OF—Replacing 25% of chemical fertilizer N with organic N; SF—Reducing 25% of chemical fertilizer N. A—Net photosynthesis rate; Ci—Intercellular carbon dioxide concentration; E—Transpiration rate; GSW— Stomatal conductance; GTW— Mesophyll conductance ; gtc— Total conductance of carbon dioxide. Values followed by different small letters in a column indicate significant difference among treatments at the 5% level.
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    茶多酚、游离氨基酸、咖啡碱、水浸出物、可溶性糖、茶氨酸是茶叶的主要品质成分。如表3所示,高氮肥量处理(TF、OF)的茶氨酸含量显著高于减氮处理(SF),这三者又显著高于CK处理,TF、OF、SF处理茶氨酸含量较CK处理增加7.22%~13.40% (P<0.05)。咖啡碱含量以TF处理最高,显著高于OF、SF、CK处理,后3个处理之间咖啡碱含量无显著差异。施肥显著降低了茶叶可溶性糖含量而显著增加了游离氨基酸含量,与CK处理相比,TF、OF、SF处理可溶性糖含量降低了8.17%~13.86%,游离氨基酸含量增加了23.15%~25.50%。茶多酚含量以CK处理较高,高氮肥处理TF、OF较CK处理分别降低9.35%、11.49%,氮肥减施处理 (SF) 较CK处理降低6.08%,但差异不显著。水浸出物含量以高氮肥处理(TF、OF)较高,对照(CK)和减氮处理(SF)较低。酚氨比以CK处理较高,TF、OF和SF处理间无显著差异。

    表  3  不同施肥处理茶叶主要品质成分含量 (%)
    Table  3.  The contents of main quality components in tea leaves under different fertilization treatments
    处理
    Treatment
    茶氨酸
    Theanine
    茶多酚
    Tea polyphenols
    咖啡碱
    Caffeine
    可溶性糖
    Soluble sugar
    游离氨基酸
    Free amino acid
    水浸出物
    Water-soluble extracts
    酚氨比
    Polyphenols /
    amino acids
    CK0.97±0.03 c17.75±0.53 a3.97±0.03 b4.04±0.14 a2.98±0.33 b46.99±1.41 b6.01±0.75 a
    TF1.10±0.02 a16.09±0.69 b4.19±0.11 a3.58±0.16 b3.68±0.37 a52.32±1.33 a4.39±0.27 b
    OF1.09±0.01 a15.71±0.33 b3.95±0.10 b3.48±0.08 b3.74±0.23 a53.15±0.51 a4.21±0.20 b
    SF1.04±0.01 b16.67±0.70 ab3.94±0.05 b3.71±0.20 b3.67±0.27 a47.66±1.39 b4.55±0.15 b
    注:CK—不施肥处理;TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理;SF—减施25%化肥氮处理。同列数据后不同字母表示处理间差异在5%水平显著。
    Note: CK—No fertilizer; TF—Conventional chemical fertilizer input; OF—Replacing 25% of chemical fertilizer N with organic N; SF—Reducing 25% of chemical fertilizer N. Values followed by different small letters in a column indicate significant difference among treatments at the 5% level.
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    与高氮肥处理 (TF、OF) 相比,氮肥减量25%并增施钾肥处理(SF)茶氨酸、咖啡碱含量和水浸出物含量分别降低4.59%~5.45%、5.97% (SF比TF处理)、8.91%~10.33%,而游离氨基酸、可溶性糖、茶多酚含量无显著变化。与TF处理相比,有机肥氮等量替代25%化肥氮处理 (OF) 咖啡碱含量降低5.73%,茶多酚、茶氨酸、游离氨基酸和水浸出物含量无显著变化。

    图1可以看出,本试验检测条件下,峰形良好,分布相对均匀,数据结果可靠。

    图  1  质控样本总离子流图
    注:QC01 、QC02、 QC03 分别表示检测过程中采用的质控样本。
    Figure  1.  Total ion current chromatograms of quality control sample
    Note: QC01, QC02, QC03 mean the used quality control sample during testing, respectively.

    表4所示,不同处理茶叶样品共检测到黄酮类代谢物65种、糖苷类代谢物31种。黄酮类代谢物包括黄酮苷43种、异黄酮苷6种、黄酮4种、黄烷醇4种和其它黄酮类物质8种。糖苷类代谢物包括萜苷18种、脂酰苷7种、甾体皂甙5种、香豆素糖苷1种。LSD多重比较结果表明,66种代谢物累积水平在不同施肥处理间差异显著,30种无显著差异,说明施肥处理引起了茶叶黄酮类及糖苷类代谢物含量的改变。

    表  4  不同施肥处理茶叶中鉴定到的黄酮类及糖苷类代谢物
    Table  4.  All the flavonoids and glucosides metabolites identified in tea under different fertilization treatments
    编号Number类别
    Subclass
    代谢物 MetabolitesP
    P value
    1黄酮苷
    Flavonoid
    glucosides
    槲皮素-3-O-葡萄糖苷 Quercetin-3-O-glucoside0.5199
    2槲皮素-3-三葡萄糖甙 Quercetin-3-gentiotrioside0.5028
    3槲皮素-3-(4-葡糖基鼠李糖苷) Quercetin-3-(4-glucosylrhamnoside)0.5291
    4槲皮素-3-(6''-丙二酰基半乳糖苷) Quercetin-3-(6''-malonylgalactoside)0.3126
    53''-O-乙酰基阿福豆苷 3''-O-Acetylafzelin0.2436
    6山奈酚-3-龙胆二糖-7-鼠李糖苷 Kaempferol-3-gentiobioside-7-rhamnoside0.6303
    7芒花甙 Miscanthoside0.3665
    8杞柳甙 Floribundoside0.3403
    93',5,6-三羟基-3,4',7,8-四甲氧基黄酮3-葡萄糖苷 3',5,6-Trihydroxy-3,4',7,8-tetramethoxyflavone 3-glucoside0.3884
    10异牡荆素-2"-O-(6"-阿魏酰基) 葡萄糖苷 Isovitexin 2''-O-(6'''-feruloyl) glucoside0.6195
    11芸香苷 Rutin0.0118
    12槲皮素-3-(3-对香豆酰基葡萄糖苷) Quercetin-3-(3-p-coumaroylglucoside)0.0343
    13槲皮素-2''-(6''-对香豆酰基葡糖基) 2''-(6''-p-Coumaroylglucosyl) quercitrin0.0012
    14槲皮素-3-(3R-葡糖基芸香苷) Quercetin-3-(3R-glucosylrutinoside)0.0361
    15黄芪甙 Astragalin0.0154
    16山奈酚-3-[4''-(对香豆酰基葡糖基) 鼠李糖苷] Kaempferol-3-[4''-(p-coumaroylglucosyl) rhamnoside]0.0026
    17山奈酚-3-[2''-(对香豆酰基葡糖基) 鼠李糖苷] Kaempferol-3-[2''-(p-coumaroylglucosyl) rhamnoside]0.0946
    18山奈酚-3-(2",6"-二对香豆酰基葡萄糖苷) Kaempferol-3-[2",6"-di-(E)-p-coumarylglucoside]0.0506
    19山奈酚-3-(2''-鼠李糖基芸香糖苷) Kaempferol-3-(2''-rhamnosylrutinoside)0.0337
    20山奈酚-3-(6''-鼠李糖基槐糖苷) Kaempferol-3-(6''-rhamnosylsophoroside)0.1318
    21杨梅酮-3-O-洋槐糖苷 Myricetin-3-O-robinobioside0.0004
    22异鼠李素-3-β-昆布二糖苷 Isorhamnetin-3-β-laminaribioside0.0001
    23异鼠李素-3-芸香糖-4'-鼠李糖苷 Isorhamnetin-3-rutinoside-4'-rhamnoside0.0884
    24飞燕草素-3-(6-对香豆酰基半乳糖苷) Delphinidin-3-(6-p-coumaroylgalactoside)0.0006
    25飞燕草素-3-槐糖基-5-葡萄糖苷 Delphinidin-3-sophoroside-5-glucoside0.0063
    26花青素-3-二糖苷-5-葡萄糖苷 Cyanidin-3-diglucoside-5-glucoside0.0389
    27芍药素-3-O-葡萄糖苷 Peonidin-3-O-glucoside0.003
    28芹黄素-4'-[阿魏酰-(->2)-葡糖醛酸基-(1->2)-葡糖苷酸]-7-葡糖苷酸
    Apigenin-4'-[feruloyl-(->2)-glucuronyl-(1->2)-glucuronide]-7-glucuronide
    0.0005
    29芹黄素-7-[阿魏酰-(->2)-葡糖醛酸基-(1->2)-葡糖苷酸]-4'-葡糖苷酸
    Apigenin-7-[feruloyl-(->2)-glucuronyl-(1->2)-glucuronide]-4'-glucuronide
    0.0645
    30牡荆素-4'-O-α-L-吡喃鼠李糖苷 Vitexin-4'-O-α-L-rhamnopyranoside0.0001
    31异牡荆素 Isovitexin0.0053
    323,3',4'-三羟基黄酮-3-O-[a-L-鼠李糖基-(1->2)[a-L-鼠李糖基-(1->6)]-β-D-吡喃葡萄糖苷]
    3,3',4'-Trihydroxyflavone-3-O-[a-L-rhamnopyranosyl-(1->2)[a-L-rhamnopyranosyl-(1->6)]-β-D-glucopyranoside]
    0.0751
    33查耳酮樱花素 Chalconosakuranetin0.0009
    34锦葵色素-3-葡萄糖苷 Malvidin-3-glucoside0.0337
    35木犀草素-7-O-[β-D-葡萄糖基-(1->2)-β-D-葡糖苷酸]
    Luteolin-7-O-[β-D-glucuronosyl-(1->2)-β-D-glucuronide]
    0.0814
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    续表 4 Table 4 continued
    编号Number类别
    Subclass
    代谢物 MetabolitesP
    P value
    366-羟基木犀草素-6-木糖苷 6-Hydroxyluteolin-6-xyloside0.0891
    37洋李甙-4'',6''-双没食子酸 Prunin-4'',6''-digallic acid0.0122
    38紫苏素 Perillanin0.0298
    39桃皮素-3'-葡萄糖苷 Persicogenin-3'-glucoside0.0418
    403,5,7-三羟基-4'-甲氧基-8-异戊烯类黄酮-3-[鼠李糖基-(1->6)-半乳糖苷]-7-半乳糖苷
    3,5,7-Trihydroxy-4'-methoxy-8-prenylflavone-3-[rhamnosyl-(1->6)-galactoside]-7-galactoside
    0.0681
    41落新妇苷 Astilbin0.1425
    42Ranupenin-3-rutinoside0.1137
    43曲克芦丁 Troxerutin0.0964
    44异黄酮Isoflavonoids5,7-二羟基-2',6-二甲氧基异黄酮-7-鼠李糖苷 5,7-Dihydroxy-2',6-dimethoxyisoflavone-7-rhamnoside0.0011
    45[5,7-二羟基-3-(3-羟基-4-甲氧基苯基)-4-环氧-3,4-二氢-1-苯并吡喃醇] 丙酸
    [5,7-Dihydroxy-3-(3-hydroxy-4-methoxyphenyl)-4-oxo-3,4-dihydro-2H-1-benzopyran-3-yl]methyl acetic acid
    0.1961
    46西葫芦素-7-(6-丙二酰葡萄糖苷) Cicerin-7-(6-malonylglucoside)0.1644
    476''-丙二酰染料木甙 6''-Malonylgenistin0.289
    486''-O-丙二酰大豆苷 6''-O-Malonyldaidzin0.4983
    497-羟基-2',5,6-三甲氧基-4',5'-亚甲基二氧异黄酮-7-(2-对香豆基葡萄糖苷)
    7-Hydroxy-2',5,6-trimethoxy-4',5'-methylenedioxyisoflavone-7-(2-p-coumaroylglucoside)
    0.7003
    50黄烷醇 Flavanol表儿茶素 Epicatechin0.0186
    51表没食子儿茶素没食子酸酯 Epigallocatechin gallate0.0610
    52表没食子儿茶素-(4β->8)-儿茶素 Epigallocatechin-(4β->8)-catechin0.0203
    53阿萨姆霉素 C Assamicain C0.2318
    54黄酮 Flavones杨梅酮 Myricetin0.096
    55川陈皮素 Nobiletin0.0001
    56山奈酚 Kaempferol0.7327
    57槲皮素 Quercetin0.3093
    58其它黄酮类
    Other flavonoids
    二氢黄酮 Dihydromorelloflavone0.0022
    59原花青素 C1 Procyanidin C10.1755
    603'-没食子酰原飞燕草素 B2 3'-Galloylprodelphinidin B20.0690
    615-羟基降山油柑碱 Bis (5-hydroxynoracronycine)0.3770
    62表儿茶素-3-对香豆酸 Epigallocatechin-3-p-coumaroate0.1988
    63表阿夫儿茶精-(4β->8)-表儿茶素-3,3'-双没食子酸 Epiafzelechin-(4β->8)-epicatechin-3,3'-digallate0.8156
    64原花青素 B2 Procyanidin B20.3749
    65松茸苷 I Matsutakeside I0.5367
    66萜苷
    Terpene
    glycosides
    大豆皂醇 B-3-O-β-D-葡萄糖醛酸苷 Soyasapogenol B-3-O-β-D-glucuronide0.3016
    6728-葡萄糖基齐墩果酸-3-阿拉伯糖苷 28-Glucosyloleanolic acid-3-arabinoside0.3150
    68大豆皂苷 Ⅰ Soyasaponin Ⅰ0.7893
    69豌豆皂苷 Ⅱ Pisumsaponin Ⅱ0.1925
    7010-乙酸基橄榄苦苷 10-Acetoxyoleuropein0.1856
    71p-薄荷烷-2,8,9-三醇-2-葡萄糖苷 p-Menthane-2,8,9-triol-2-glucoside0.7188
    下载: 导出CSV 
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    续表 4 Table 4 continued
    编号
    Number
    类别
    Subclass
    代谢物 MetabolitesP
    P value
    72紫苏甙 A Perilloside A0.0016
    73反式香苇醇葡萄糖苷 (-)-trans-Carveol glucoside0.0028
    74去氢大豆皂甙 Ⅰ Dehydrosoyasaponin Ⅰ0.0863
    75珠子参苷 R2 Majonoside R20.0533
    76肉桂萜醇 A-19- 葡萄糖苷 Cinncassiol A-19-glucoside0.0062
    77楤木皂苷 Ⅴ Araliasaponin Ⅴ0.0141
    78牛痘苷 Vaccinoside0.0020
    79京尼平苷酸 Geniposidic acid0.0048
    80枸杞甙 Ⅶ Lyciumoside Ⅶ0.0952
    81大豆皂苷Ⅱ Soyasaponin Ⅱ0.0197
    82肉桂萜醇C1-19-葡萄糖苷 Cinncassiol C1-19-glucoside0.0027
    83 香叶酯芹糖基葡萄糖苷 Geranyl apiosyl-glucoside0.1315
    84脂酰苷
    Fatty acyl glycosides
    (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷]
    (S)-Nerolidol-3-O-[a-L-rhamnopyranosyl-(1->2)-β-D-glucopyranoside]
    0.0001
    855-大柱香波龙烷-3,9-二醇-9-[芹糖基-(1->6)-葡萄糖苷]
    5-Megastigmene-3,9-diol-9-[apiosyl-(1->6)-glucoside]
    0.0040
    863,4,5-三羟基-6-(2-甲基-3-苯丙氧基) 环氧乙烷-2-羧酸
    3,4,5-trihydroxy-6-(2-methyl-3-phenylpropoxy) oxane-2-carboxylic acid
    0.0913
    87棕榈酰葡糖苷酸 Palmitoyl glucuronide0.0647
    881-辛烯-3-桑色素酊 1-Octen-3-yl primeveroside0.0036
    893b,6a-二羟基-α-紫罗兰醇-9-[芹糖基-(1->6)-葡萄糖苷]
    3b,6a-Dihydroxy-α-ionol-9-[apiosyl-(1->6)-glucoside]
    0.7358
    90布卢门醇C-O-[鼠李糖基-(1->6)-葡萄糖苷] Blumenol C-O-[rhamnosyl-(1->6)-glucoside]0.2408
    91甾体皂甙
    Steroidal glycosides
    25-乙酰氧基-3,16,20,22-四羟基-5-葫芦素-3-葡萄糖苷
    25-Acetoxy-3,16,20,22-tetrahydroxy-5-cucurbiten-3-glucoside
    0.0072
    92胆酸葡糖苷酸 Cholic acid glucuronide0.0006
    93孕甾烷甙 Balagyptin0.0058
    94葫芦素E-2-O-葡萄糖苷 Elaterinide0.0011
    95苦瓜皂苷 g Goyaglycoside g0.0287
    96香豆素糖苷
    Coumarin glycosides
    9-羟基-4-甲氧补骨脂素9-葡萄糖苷 9-Hydroxy-4-methoxypsoralen 9-glucoside0.0012
    注:P 值由LSD法多重比较计算得出。
    Note: P values were calculated by least significant difference.
    下载: 导出CSV 
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    表5所示,与TF处理相比,SF处理显著降低了4种黄酮苷 (杨梅酮-3-O-洋槐糖苷、芍药素-3-O-葡萄糖苷、查耳酮樱花素、落新妇苷),1种黄烷醇 (表没食子儿茶素没食子酸酯),1种萜苷 (肉桂萜醇C1-19-葡萄糖苷),1种脂酰苷 (1-辛烯-3-桑色素酊),共7种代谢物累积水平,降幅3.08%~87.21%。其中,肉桂萜醇C1-19-葡萄糖苷降幅较大,为87.21%。SF显著增加了1种黄酮 (川陈皮素),2种黄酮苷 (牡荆素-4'-O-α-L-吡喃鼠李糖苷、Ranupenin 3-rutinoside)和1种脂酰苷的累积水平,其中川陈皮素增幅最大,为414.02%。

    表  5  减氮增钾茶叶中累积水平显著变化的代谢物
    Table  5.  Metabolites with significant accumulative changes in tea leaves under reducing N and increasing K input
    类别 Subclass代谢物 Metabolites相对丰度 Relevant abundance变化幅度 (%)
    Change proportion
    SFTF
    黄酮苷
    Flavonoid glycoside
    杨梅酮-3-O-洋槐糖苷
    Myricetin-3-O-robinobioside
    623±49.0 B905±33.7 A–31.13
    芍药素-3-O-葡萄糖苷
    Peonidin-3-O-glucoside
    38.9±6.3 B107±23.6 A–63.75
    查耳酮樱花素 Chalconosakuranetin336±57.9 b555±68.1 a–39.56
    落新妇苷 Astilbin259±36.4 B318±15.6 A–18.74
    黄烷醇 Flavanol表没食子儿茶素没食子酸酯
    Epigallocatechin gallate
    27300±2230 b28200±3830 a–3.08
    萜苷
    Terpene glycosides
    肉桂萜醇C1-19-葡萄糖苷
    Cinncassiol C1 19-glucoside
    23.1±15.1 B181±61.9 A–87.21
    脂酰苷
    Fatty acyl glycosides
    1-辛烯-3-桑色素酊
    1-Octen-3-yl primeveroside
    1040±31.7 B1380±144.0 A–24.58
    黄酮 Flavone川陈皮素 Nobiletin203±3.48 A39.4±2.04 B414.02
    黄酮苷
    Flavonoid glycoside
    牡荆素-4'-O-α-L-吡喃鼠李糖苷
    Vitexin-4'-O-α-L-rhamnopyranoside
    2640±1340 A2380±345 B10.84
    Ranupenin 3-rutinoside111±15.0 a77.0±21.3 b44.71
    脂酰苷
    Fatty acyl glycosides
    (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-
    β-D-吡喃葡萄糖苷]
    (S)-Nerolidol-3-O-[a-L-rhamnopyranosyl-(1->2)-
    β-D-glucopyranoside]
    166±8.60 A98.2±4.99 B68.75
    注:TF—常规化肥处理;SF—减施25%化肥氮处理;同行数据后不同大写字母表示1%水平差异显著,不同小写字母表示不同处理间在5%水平差异显著。
    Note: TF—Conventional chemical fertilzier input; SF—Reducing 25% of chemical fertilizer N. Values followed by different capital and small letters in a row indicate difference significance between treatments at the 1% and 5% levels, respectively.
    下载: 导出CSV 
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    表6显示,与TF处理相比,OF处理显著增加了飞燕草素-3-(6-对香豆酰基半乳糖苷)、牡荆素-4'-O-α-L-吡喃鼠李糖苷、桃皮素-3'-葡萄糖苷等10种黄酮苷,2种黄酮(杨梅酮、川陈皮素),去氢大豆皂苷Ⅰ、珠子参苷R2、京尼平苷酸等6种萜苷,苦瓜皂苷g、葫芦素E-2-O-葡萄糖苷、孕甾烷甙等5种甾体皂甙和(S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷 ]等2种脂酰苷,共25种黄酮类及糖苷类代谢物累积水平。其中,川陈皮素、飞燕草素-3-(6-对香豆酰基半乳糖苷)增幅分别达2280.20%、1355.11%,其它23种代谢物累积量水平增加10.85%~60.83%。OF处理显著降低了5种黄酮苷[杨梅酮-3-O-洋槐糖苷、芍药素-3-O-葡萄糖苷、飞燕草素-3-槐糖苷-5-葡萄糖苷、槲皮素-3-(3R-葡糖基芸香苷)、查耳酮樱花素],2种黄酮多聚体(二氢黄酮、3'-没食子酰原飞燕草素B2),1种异黄酮苷(5,7-二羟基-2',6-二甲氧基异黄酮-7-鼠李糖苷),1种萜苷(肉桂萜醇 C1-19-葡萄糖苷),2种脂酰苷(1-辛烯-3-桑色素酊、5-大柱香波龙烷-3,9-二醇-9-[芹糖基-(1->6)-葡萄糖苷] ),共11种代谢物累积量水平,降幅为10.35%~68.89%。

    表  6  有机肥替代25%化肥氮茶叶中累积水平显著变化的代谢物
    Table  6.  The metabolites with accumulation level significantly varied in tea leaves under replacing 25% of chemical fertilizer N with organic fertilizer
    类别
    Subclass
    代谢物
    Metabolites
    相对丰度
    Relevant abundance
    变化幅度 (%)
    Change proportion
    OFTF
    黄酮苷
    Flavonoids
    glycoside
    槲皮素-2''-(6''-对香豆酰基葡糖基)
    2''-(6''-p-Coumaroylglucosyl) quercitrin
    87800±3420 A69300±2830 B26.74
    山奈酚-3-[4''-(对香豆酰基葡糖基)鼠李糖苷]
    Kaempferol-3-[4''-(p-coumaroylglucosyl) rhamnoside]
    71400±3940 A57700±526 B23.78
    牡荆素-4'-O-α-L-吡喃鼠李糖苷
    Vitexin-4'-O-α-L-rhamnopyranoside
    29100±596 A23800±345 B22.48
    异牡荆素 Isovitexin180000±13200 A137000±7720 B31.23
    芹黄素-4'-[阿魏酰-(->2)-葡糖醛酸基-(1->2)-葡糖苷酸]-7-葡糖苷酸
    Apigenin-4'-[feruloyl-(->2)-glucuronyl-(1->2)-glucuronide]-7-glucuronide
    4180±162 A2970±463 B40.97
    山奈酚-3-(2",6"-二对香豆酰基葡萄糖苷)
    Kaempferol-3-[2",6"-di-(E)-p-coumarylglucoside]
    2770±194 a2350±183 b17.80
    桃皮素-3'-葡萄糖苷 Persicogenin-3'-glucoside1320± 100 A985±195 B34.10
    飞燕草素-3-(6-对香豆酰基半乳糖苷)
    Delphinidin-3-(6-p-coumaroylgalactoside)
    405±54.8 A27.9±10.7 B1355.11
    Ranupenin-3-rutinoside112±16.7 a77.0±21.3 b45.88
    3,3',4'-三羟基黄酮-3-O-[a-L-鼠李糖基-(1->2)[a-L-鼠李糖基-(1->6)]-
    β-D-吡喃葡萄糖苷]
    3,3',4'-Trihydroxyflavone-3-O-[a-L-rhamnopyranosyl-(1->2)[a-L-rhamnopyranosyl-(1->6)]-β-D-glucopyranoside]
    312±39.4 a250±21.8 b24.88
    黄酮
    Flavones
    川陈皮素 Nobiletin938±49.7 A39.4±2.04 B2280.20
    杨梅酮 Myricetin1450±5 a1020±116 b41.58
    萜苷
    Terpene
    glycosides
    大豆皂苷Ⅱ Soyasaponin Ⅱ13400±1050 a11300±581 b18.64
    京尼平苷酸 Geniposidic acid12300±824 A10400±794 B18.11
    去氢大豆皂甙Ⅰ Dehydrosoyasaponin Ⅰ8850±440 a7640±340 b15.82
    珠子参苷R2 Majonoside R28740±315 a7890±376 b10.85
    肉桂萜醇A-19-葡萄糖苷
    Cinncassiol A-19-glucoside
    669±23.3 A511±50.2 B30.76
    枸杞甙Ⅶ Lyciumoside Ⅶ583±61.3 a458±73.7 b27.29
    甾体皂甙
    Steroidal
    glycosides
    孕甾烷甙 Balagyptin29000±1370 A23000±626 B26.42
    苦瓜皂苷g Goyaglycoside g21300±1340 a18200±622 b17.02
    25-乙酰氧基-3,16,20,22-四羟基-5-葫芦素-3-葡萄糖苷
    25-Acetoxy-3,16,20,22-tetrahydroxy-5-cucurbiten-3-glucoside
    3750±230 A3080±220 B21.64
    胆酸葡糖苷酸 Cholic acid glucuronide3330±294 A2070±318 B60.83
    葫芦素E-2-O-葡萄糖苷 Elaterinide415±18.7 A280±24.1 B48.37
    脂酰苷
    Fatty acyl
    glycosides
    (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷]
    (S)-Nerolidol-3-O-[a-L-rhamnopyranosyl-(1->2)-β-D-glucopyranoside]
    150±22.6 0A98.2±4.99 B52.94
    3,4,5-三羟基-6-(2-甲基-3-苯丙氧基) 环氧乙烷-2-羧酸
    3,4,5-trihydroxy-6-(2-methyl-3-phenylpropoxy) oxane-2-carboxylic acid
    1080±54.5 a882±80.7 b22.17
    黄酮苷
    Flavonoids
    glycoside
    槲皮素-3-(3R-葡糖基芸香苷)
    Quercetin-3-(3R-glucosylrutinoside)
    3970±203 b4430±120 a–10.35
    杨梅酮-3-O-洋槐糖苷
    Myricetin-3-O-robinobioside
    756±95.9 b905±33.7 a–16.51
    下载: 导出CSV 
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    续表 6 Table 6 continued
    类别
    Subclass
    代谢物
    Metabolites
    相对丰度
    Relevant abundance
    变化幅度 (%)
    Change proportion
    OFTF
    飞燕草素-3-槐糖基-5-葡萄糖苷
    Delphinidin-3-sophoroside-5-glucoside
    462±39.9 B619±10.6 A–25.38
    查耳酮樱花素 Chalconosakuranetin357±33.6 B555±68.1 A–35.70
    芍药素-3-O-葡萄糖苷 Peonidin-3-O-glucoside61.0±24.0 B107±23.6 A–43.17
    异黄酮苷
    Isoflavonoid glycoside
    5,7-二羟基-2',6-二甲氧基异黄酮-7-鼠李糖苷
    5,7-Dihydroxy-2',6-dimethoxyisoflavone-7-rhamnoside
    26.8±3.08 B76.0±23.7 A–64.76
    黄酮多聚体
    Polyflavonoids
    3'-没食子酰原飞燕草素 B2 3'-Galloylprodelphinidin B2127000±10800 b175000±15100 a–27.33
    二氢黄酮 Dihydromorelloflavone914±48.3 B1090±33.9 A–16.02
    萜苷
    Terpene glycosides
    肉桂萜醇C1-19-葡萄糖苷 Cinncassiol C1-19-glucoside56.2±23.5 B181±61.9 A–68.89
    脂酰苷
    Fatty acyl
    glycosides
    1-辛烯-3-桑色素酊 1-Octen-3-yl primeveroside950±104 B1380±144 A–31.02
    5-大柱香波龙烷-3,9-二醇-9-[芹糖基-(1->6)-葡萄糖苷]
    5-Megastigmene-3,9-diol 9-[apiosyl-(1->6)-glucoside]
    843±21.6 B1140±106 A–26.12
    注:TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理。同行数据后不同大写字母表示1%水平差异显著,不同小写字母表示处理间在5%水平差异显著。
    Note: TF—Conventional chemical fertilzier input; OF—Replacing 25% of chemical fertilizer N with organic N. Values followed by different capital and small letters in a row indicate difference significance between treatments at the 1% and 5% level, respectively.
    下载: 导出CSV 
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    表7显示,根据同一代谢物在不同施肥处理茶叶中相对丰度多重比较结果,将某处理下相对丰度显著高于其它任一施肥处理的代谢物定义为该施肥处理的优势代谢物,则CK处理有10种,其中黄酮苷4种、黄烷醇2种、萜苷2种、脂酰苷1种、香豆素糖苷1种;OF处理有15种,其中黄酮1种、黄酮苷7种、萜苷3种、甾体皂甙4种;TF和SF处理未鉴定出黄酮类或糖苷类优势代谢物。OF处理下,川陈皮素和飞燕草素-3-(6-对香豆酰基半乳糖苷)相对丰度值较其他3种施肥模式的变化倍数分别达24.89、14.52。表明,不施肥处理和有机肥替代处理均促进了黄酮类及糖苷类物质累积。

    表  7  不同施肥处理茶叶黄酮类和糖苷类优势代谢物
    Table  7.  Preponderant metabolites of flavonoids or glycosides in tea leaves under different fertilization treaments
    类别
    Subclass
    代谢物
    Metabolites
    相对丰度 Abundance变化倍数
    Fold of change
    CKTFOFSF
    黄酮苷
    Flavonoid glycoside
    芸香苷 Rutin54000±3050 a48500±2730 b45800±1210 b45000±3080 b1.20
    槲皮素-3-(3-对香豆酰基葡萄糖苷)
    Quercetin-3-(3-p-coumaroylglucoside)
    67800±17800 a41900±4770 b48000±7800 b40000±2920 b1.70
    杨梅酮-3-O-洋槐糖苷
    Myricetin-3-O-robinobioside
    1040±81.1 a905±33.7 b756±95.9 c623±49.0 d1.67
    异鼠李素-3-β-昆布二糖苷 Isorhamnetin-3-β-laminaribioside4430±287.0 a3470±93.6 bc3760±17.7 b3390±62.1 c1.31
    飞燕草素-3-(6-对香豆酰基半乳糖苷)
    Delphinidin-3-(6-p-coumaroylgalactoside)
    230.0±131 b27.9±10.7 c405.0±54.8 a35.7±22.8 c14.52
    芹黄素-4'-[阿魏酰-(->2)-葡糖醛酸基-(1->2)-葡糖苷酸]-7-葡糖苷酸
    Apigenin-4'-[feruloyl-(->2)-glucuronyl-(1->2)-glucuronide]-7-glucuronide
    2220±365 c2970±463 b4180±162 a3010±194 b1.89
    牡荆素-4'-O-α-L-吡喃鼠李糖苷
    Vitexin-4'-O-α-L-rhamnopyranoside
    21700±783 d23800±345 c29100±596 a26400±1340 b1.34
    异牡荆素 Isovitexin140000±11800 b137000±7720 b180000±13200 a147000±10900 b1.31
    槲皮素-2''-(6''-对香豆酰基葡糖基)
    2''-(6''-p-Coumaroylglucosyl) quercitrin
    68400±5980 b69300±2830 b87800±3420 a75200±2910 b1.28
    山奈酚-3-[4''-(对香豆酰基葡糖基)鼠李糖苷]
    Kaempferol-3-[4''-(p-coumaroylglucosyl) rhamnoside]
    57700±5110 b57700±526 b71400±3940 a61000±1140 b1.24
    3,3',4'-三羟基黄酮-3-O-[a-L-鼠李糖基-(1->2)[a-L-鼠李糖基-(1->6)]-β-D-吡喃葡萄糖苷]
    3,3',4'-Trihydroxyflavone-3-O-[a-L-rhamnopyranosyl-(1->2)
    [a-L-rhamnopyranosyl-(1->6)]-β-D-glucopyranoside]
    237±44.80 b250±21.80 b312±39.40 a248±9.26 b1.32
    黄酮 Flavone川陈皮素 Nobiletin37.7±2.46 c39.4±2.04 c938±49.70 a203±3.48 b24.89
    黄烷醇 Flavanol表没食子儿茶素-(4β->8)-儿茶素
    Epigallocatechin-(4β->8)-catechin
    73800±16600 a46200±4040 b54000±7820 b45100±2930 b1.63
    表儿茶素 Epicatechin19000±1790 a16600±238 b15900±435 b16200±800 b1.20
    下载: 导出CSV 
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    续表 7 Table 7 continued
    类别
    Subclass
    代谢物
    Metabolites
    相对丰度 Abundance变化倍数
    Fold of change
    CKTFOFSF
    萜苷
    Terpene glycosides
    紫苏甙 A Perilloside A15000±2540 a6230±544 b9380±1880 b7000±1860 b2.41
    反式香苇醇葡萄糖苷 (-)-trans-Carveol glucoside718±115 a287±32.4 b471±122 b320±104 b2.50
    去氢大豆皂甙 I Dehydrosoyasaponin I7620±860 b7640±340 b8850±440 a7710±559 b1.16
    珠子参苷 R2 Majonoside R27850±245 b7890±376 b8740±315 a7530±717 b1.16
    肉桂萜醇 A-19-葡萄糖苷 Cinncassiol A-19-glucoside458±77.2 b511±50.2 b669±23.3 a540±41.4 b1.50
    甾体皂甙
    Steroidal glycosides
    25-乙酰氧基-3,16,20,22-四羟基-5-葫芦素-11-one 3-葡萄糖苷
    25-Acetoxy-3,16,20,22-tetrahydroxy-5-cucurbiten-11-one-3-glucoside
    3140±63 b3080±220 b3750±230 a3090±204 b1.22
    胆酸葡糖苷酸 Cholic acid glucuronide2200±169.0 c2070±318.0 c3330±294.0 a2810±57.7 b1.61
    孕甾烷甙 Balagyptin25400±2300 b23000±626 b29000±1370 a24900±905 b1.26
    葫芦素E-2-O-葡萄糖苷 Elaterinide311±35.6 b280±24.1 b415±18.7 a251±42.6 b1.65
    脂酰苷
    Fatty acyl glycosides
    (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷]
    (S)-Nerolidol-3-O-[a-L-rhamnopyranosyl-(1->2)-β-D-glucopyranoside]
    198±9.15 a98.2±4.99 c150±22.60 b166±8.60 b2.01
    香豆素糖苷
    Coumarin glycoside
    9-羟基-4-甲氧补骨脂素9-葡萄糖苷
    9-Hydroxy-4-methoxypsoralen 9-glucoside
    2070±184 .0a1450±161.0 b1380±90.6 b1590±95.7 b1.50
    注:CK—不施肥处理;TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理;SF—减施25%化肥氮处理。变化倍数为同一代谢物在不同施肥处理间最大相对丰度值与最小相对丰度值之比。同行数据后不同小写字母表示处理间在5%水平差异显著。
    Note: CK—No fertilizer; TF—Conventional chemical fertilizer input; OF—Replacing 25% of chemical fertilizer N with organic N; SF—Reducing 25% of chemical fertilizer N. Change fold was the ratio of maximum to minimum abundance of a same metabolite among the four treatments. Values followed by different small letters in a row indicate difference significance among different treatments at the 5% level.
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    茶叶品质成分的形成与茶树碳、氮代谢密切相关[36]。氮是茶树营养“三要素”之一,在很大程度上决定着茶树碳、氮代谢的平衡关系[43],氮养分充足有利于增强茶树氮代谢[44],提高氨基酸、咖啡碱含量;缺氮茶树氮代谢减弱,氨基酸类物质合成受阻,“碳骨架”更多被用于黄酮类及糖类物质合成[45]。本研究结果表明,不同施肥处理显著影响茶叶主要品质成分含量,在检测到的96种黄酮类及糖苷类代谢物中,多达66种代谢物的累积量在不同处理间差异显著。

    与CK相比,施肥处理(TF、OF、SF)使茶叶中茶氨酸和游离氨基酸含量显著增加,茶多酚含量及酚氨比显著降低,从而有利于提升茶汤“鲜爽”度[9,46],这与Chen等[44]研究结果一致。同时,高量氮肥处理(TF)显著增加了咖啡碱和水浸出物含量,表明适量氮肥可提升茶叶生化品质。另一方面,长期施氮会降低茶叶苯甲醇、苯乙醇、橙花叔醇等香气物质含量,不利于茶叶香气品质提升[44],本研究中,TF、OF、SF处理下茶叶中 (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷] 累积水平均显著低于CK处理。茶园不施肥会增加茶多酚[20,47]、可溶性糖含量[36],本研究进一步表明,这可能是简单儿茶素 (表儿茶素、表没食子儿茶素)、芸香苷、槲皮苷、杨梅苷、紫苏甙A等主要黄酮类及糖苷类物质累积量增加所致 (表7)。然而,不施肥处理(CK)茶树净光合速率未见显著下降,可能与茶树体内的氮养分转移机制[48]和低氮强烈诱导植物碳同化基因表达有关[49],有待进一步研究。

    在施氮585 kg/hm2水平上氮肥减量25%并大幅度提高钾肥用量,茶树净光合速率、茶叶茶氨酸、咖啡碱、水浸出物含量显著低于常量化肥氮处理(表2表3);同时,表没食子儿茶素没食子酸酯(EGCG)累积水平降低3.08% (表5)。茶氨酸和咖啡碱含量降低暗示了一定程度的氮养分缺乏。Dong等[35]研究认为,缺氮会导致碳同化能力减弱和碳水化合物合成量降低,进而影响糖苷物质累积。本研究中,SF处理下,杨梅酮-3-O-洋槐糖苷、芍药素-3-O-葡萄糖苷、落新妇苷和查耳酮樱花素等4种黄酮苷和1-辛烯-3-桑色素酊、肉桂萜醇C1-19-葡萄糖苷累积水平显著降低可能与茶树净光合速率降低有关。因此,从提高茶树碳同化能力和茶叶生化品质角度,年施氮585 kg/hm2较440 kg/hm2更适合四川茶区,这一数值接近该地区茶园氮养分年平均用量573 kg/hm2,高于我国茶园氮肥推荐用量450 kg/hm2 [50]。这是由四川茶区茶园以名优绿茶原料为目标,密集采摘、蓬面多轮修剪、氮养分需求量大的生产特点所决定。

    有机肥替代化肥是我国当前大力推广的施肥模式。本研究显示,施氮585 kg/hm2,有机氮替代25%化肥氮处理(OF)与等氮量化肥处理(TF)相比,除咖啡碱外,茶氨酸、游离氨基酸、水浸出物、可溶性糖、茶多酚含量和酚氨比未见显著变化(表3),但有36种黄酮类及糖苷类代谢物累积差异明显 (表6)。OF处理下,12种黄酮类和13种糖苷类代谢物累积水平显著增加,8种黄酮类和3种糖苷类代谢物累积水平显著降低。飞燕草素-3-(6-对香豆酰基半乳糖苷)、槲皮素-2''-(6''-对香豆酰基葡糖基)、山奈酚-3-[4''-(对香豆酰基葡糖基)鼠李糖苷]、山奈酚-3-(2",6"-二对香豆酰基葡萄糖苷)等黄酮苷累积水平显著增加表明OF处理促进了茶树对香豆酸的合成,预示着茶树苯丙烷类代谢[51]途径活跃。总体来看,OF处理促进了茶树黄酮类及糖苷类代谢物累积,有15种物质累积水平显著高于其它处理(表7)。其中,部分物质具有良好的人体保健功能,如川陈皮素[52]、芹黄素[53]、牡荆素[54]、飞燕草素[55]、槲皮素[56]等;部分糖苷物质有助于增强茶树抗逆性[57-58],如飞燕草素及其苷能够增强植物对多种生物和非生物因素胁迫的抗性[59];同时,糖苷是形成茶叶香气的主要前体物质,其含量增加利于提高茶叶香气品质。因此,有机肥部分替代化肥是茶园化肥减施增效的有效途径。本研究结果显示,尽管OF处理促进了黄酮类及糖苷类代谢物累积,但茶多酚和可溶性糖含量并未相应增加。因此,有机肥施用下,茶树体内代谢物合成转化关系尚需进一步研究。

    氮养分供应影响黄酮类物质累积已在茶树和其它多种植物上得到证实[34-35],减氮或低氮诱导黄酮类物质合成相关基因上调表达,从而促进黄酮类物质生物合成。本研究中,OF、SF处理较TF处理等量减少速效氮投入,受影响的黄酮类代谢物数量分别为20种(OF较TF)、8种(SF较TF),表明SF处理对黄酮类物质的影响明显小于OF处理,这可能与增施钾肥提高了茶树对土壤氮的利用能力有关。同时,前人研究表明,减少氮养分促进可溶性糖和茶多酚累积,抑制氨基酸合成[36,45],而本研究中,与常规化肥处理相比,氮肥减量25% (SF)未引起三者含量及酚氨比的显著变化,进一步证实了增施钾肥对茶树吸收利用土壤氮的促进作用。从有差异的黄酮类及糖苷类物质数量看,OF处理较TF处理有36种,SF处理较TF处理有11种,说明OF处理较SF处理对茶树次级代谢产物的影响更强烈,这与有机肥养分种类丰富和改善土壤理化性状能力强有关[21,60]。另外,本研究发现,与TF处理相比,杨梅酮-3-O-洋槐糖苷、芍药素-3-O-葡萄糖苷、牡荆素-4'-O-α-L-吡喃鼠李糖苷等9种物质累积水平在OF、SF处理表现出相似增减趋势,推测茶叶中糖苷物质对氮养分的响应与黄酮类物质相似。

    茶园施肥显著影响着茶叶品质成分含量及其组成。与常规化肥处理相比,以有机肥替代25%化肥氮降低了茶叶咖啡碱含量,提高了川陈皮素、飞燕草素、槲皮素、芹黄素、山奈酚、牡荆素等多种黄酮类代谢物和去氢大豆皂甙Ⅰ、珠子参苷R2、孕甾烷甙等多种糖苷组分累积水平。减施25%氮肥降低了茶氨酸、咖啡碱、水浸出物含量和糖苷类代谢物 (如杨梅酮-3-O-洋槐糖苷、芍药素-3-O-葡萄糖苷、肉桂萜醇C1-19-葡萄糖苷等)累积水平,对茶多酚、可溶性糖、游离氨基酸含量和酚氨比影响较小。

  • 图  1   质控样本总离子流图

    注:QC01 、QC02、 QC03 分别表示检测过程中采用的质控样本。

    Figure  1.   Total ion current chromatograms of quality control sample

    Note: QC01, QC02, QC03 mean the used quality control sample during testing, respectively.

    表  1   不同施肥处理年养分投入(kg/hm2)

    Table  1   Annual nutrient inputs of fertilization treatments in field experiment

    处理
    Treatment
    肥料用量 Fertilizer dosage养分投入量 Nutrient dosage
    基肥
    Basal fertilizer
    追肥
    Topdressing fertilizer
    无机氮
    Inorganic N
    有机氮
    Organic N
    总氮
    Total N
    P2O5K2O
    CK0000000
    TF1125 (氮磷钾复合肥 Compound fertilizer)
    900 (尿素 Urea)5850585169169
    OF4575 (商品有机肥 Commercial organic fertilizer ) +
    844 (氮磷钾复合肥 Compound fertilizer)
    675 (尿素 Urea)439146585163172
    SF2000 (茶树专用配方肥 Specific formulated fertilizer for tea tree)04400440180300
    注:CK—不施肥处理;TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理;SF—减施25%化肥氮处理。
    Note: CK—No fertilizer; TF—Conventional chemical fertilizer input; OF—Replacing 25% of chemical fertilizer N with organic N; SF—Reducing 25% of chemical fertilizer N.
    下载: 导出CSV

    表  2   不同施肥处理茶树叶片光合生理参数

    Table  2   Photosynthesis parameters of tea leaves under different fertilization treatments

    处理 TreatmentA [µmol/(m²·s)]Ci [µmol/mol]E [mmol/(m2·s)]GSW [mmol/(m2·s)]GTW [mmol/(m2·s)]gtc [mmol/(m2·s)]
    CK9.34±1.47 ab266.3±26.7 b5.80±1.26 b0.23±0.24 ab0.15±0.04 b95.16±25.24 b
    TF10.72±2.27 a299.4±22.1 a8.62±0.97 a0.27±0.04 a0.25±0.04 a158.63±23.07 a
    OF9.59±1.46 ab308.5±9.15 a8.30±0.89 a0.27±0.04 a0.25±0.03 a156.23±21.95 a
    SF8.91±1.84 b267.96±23.97 b5.92±1.37 b0.16±0.04 b0.15±0.04 b92.02±25.30 b
    注:CK—不施肥处理;TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理;SF—减施25%化肥氮处理;A—净光合速率;Ci—胞间CO2浓度;E—蒸腾速率;GSW—气孔导度;GTW—叶片总导度;gtc—CO2总导度。同列数据后不同字母表示处理间在5%水平差异显著。
    Note: CK—No fertilizer; TF—Conventional chemical fertilizer input; OF—Replacing 25% of chemical fertilizer N with organic N; SF—Reducing 25% of chemical fertilizer N. A—Net photosynthesis rate; Ci—Intercellular carbon dioxide concentration; E—Transpiration rate; GSW— Stomatal conductance; GTW— Mesophyll conductance ; gtc— Total conductance of carbon dioxide. Values followed by different small letters in a column indicate significant difference among treatments at the 5% level.
    下载: 导出CSV

    表  3   不同施肥处理茶叶主要品质成分含量 (%)

    Table  3   The contents of main quality components in tea leaves under different fertilization treatments

    处理
    Treatment
    茶氨酸
    Theanine
    茶多酚
    Tea polyphenols
    咖啡碱
    Caffeine
    可溶性糖
    Soluble sugar
    游离氨基酸
    Free amino acid
    水浸出物
    Water-soluble extracts
    酚氨比
    Polyphenols /
    amino acids
    CK0.97±0.03 c17.75±0.53 a3.97±0.03 b4.04±0.14 a2.98±0.33 b46.99±1.41 b6.01±0.75 a
    TF1.10±0.02 a16.09±0.69 b4.19±0.11 a3.58±0.16 b3.68±0.37 a52.32±1.33 a4.39±0.27 b
    OF1.09±0.01 a15.71±0.33 b3.95±0.10 b3.48±0.08 b3.74±0.23 a53.15±0.51 a4.21±0.20 b
    SF1.04±0.01 b16.67±0.70 ab3.94±0.05 b3.71±0.20 b3.67±0.27 a47.66±1.39 b4.55±0.15 b
    注:CK—不施肥处理;TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理;SF—减施25%化肥氮处理。同列数据后不同字母表示处理间差异在5%水平显著。
    Note: CK—No fertilizer; TF—Conventional chemical fertilizer input; OF—Replacing 25% of chemical fertilizer N with organic N; SF—Reducing 25% of chemical fertilizer N. Values followed by different small letters in a column indicate significant difference among treatments at the 5% level.
    下载: 导出CSV

    表  4   不同施肥处理茶叶中鉴定到的黄酮类及糖苷类代谢物

    Table  4   All the flavonoids and glucosides metabolites identified in tea under different fertilization treatments

    编号Number类别
    Subclass
    代谢物 MetabolitesP
    P value
    1黄酮苷
    Flavonoid
    glucosides
    槲皮素-3-O-葡萄糖苷 Quercetin-3-O-glucoside0.5199
    2槲皮素-3-三葡萄糖甙 Quercetin-3-gentiotrioside0.5028
    3槲皮素-3-(4-葡糖基鼠李糖苷) Quercetin-3-(4-glucosylrhamnoside)0.5291
    4槲皮素-3-(6''-丙二酰基半乳糖苷) Quercetin-3-(6''-malonylgalactoside)0.3126
    53''-O-乙酰基阿福豆苷 3''-O-Acetylafzelin0.2436
    6山奈酚-3-龙胆二糖-7-鼠李糖苷 Kaempferol-3-gentiobioside-7-rhamnoside0.6303
    7芒花甙 Miscanthoside0.3665
    8杞柳甙 Floribundoside0.3403
    93',5,6-三羟基-3,4',7,8-四甲氧基黄酮3-葡萄糖苷 3',5,6-Trihydroxy-3,4',7,8-tetramethoxyflavone 3-glucoside0.3884
    10异牡荆素-2"-O-(6"-阿魏酰基) 葡萄糖苷 Isovitexin 2''-O-(6'''-feruloyl) glucoside0.6195
    11芸香苷 Rutin0.0118
    12槲皮素-3-(3-对香豆酰基葡萄糖苷) Quercetin-3-(3-p-coumaroylglucoside)0.0343
    13槲皮素-2''-(6''-对香豆酰基葡糖基) 2''-(6''-p-Coumaroylglucosyl) quercitrin0.0012
    14槲皮素-3-(3R-葡糖基芸香苷) Quercetin-3-(3R-glucosylrutinoside)0.0361
    15黄芪甙 Astragalin0.0154
    16山奈酚-3-[4''-(对香豆酰基葡糖基) 鼠李糖苷] Kaempferol-3-[4''-(p-coumaroylglucosyl) rhamnoside]0.0026
    17山奈酚-3-[2''-(对香豆酰基葡糖基) 鼠李糖苷] Kaempferol-3-[2''-(p-coumaroylglucosyl) rhamnoside]0.0946
    18山奈酚-3-(2",6"-二对香豆酰基葡萄糖苷) Kaempferol-3-[2",6"-di-(E)-p-coumarylglucoside]0.0506
    19山奈酚-3-(2''-鼠李糖基芸香糖苷) Kaempferol-3-(2''-rhamnosylrutinoside)0.0337
    20山奈酚-3-(6''-鼠李糖基槐糖苷) Kaempferol-3-(6''-rhamnosylsophoroside)0.1318
    21杨梅酮-3-O-洋槐糖苷 Myricetin-3-O-robinobioside0.0004
    22异鼠李素-3-β-昆布二糖苷 Isorhamnetin-3-β-laminaribioside0.0001
    23异鼠李素-3-芸香糖-4'-鼠李糖苷 Isorhamnetin-3-rutinoside-4'-rhamnoside0.0884
    24飞燕草素-3-(6-对香豆酰基半乳糖苷) Delphinidin-3-(6-p-coumaroylgalactoside)0.0006
    25飞燕草素-3-槐糖基-5-葡萄糖苷 Delphinidin-3-sophoroside-5-glucoside0.0063
    26花青素-3-二糖苷-5-葡萄糖苷 Cyanidin-3-diglucoside-5-glucoside0.0389
    27芍药素-3-O-葡萄糖苷 Peonidin-3-O-glucoside0.003
    28芹黄素-4'-[阿魏酰-(->2)-葡糖醛酸基-(1->2)-葡糖苷酸]-7-葡糖苷酸
    Apigenin-4'-[feruloyl-(->2)-glucuronyl-(1->2)-glucuronide]-7-glucuronide
    0.0005
    29芹黄素-7-[阿魏酰-(->2)-葡糖醛酸基-(1->2)-葡糖苷酸]-4'-葡糖苷酸
    Apigenin-7-[feruloyl-(->2)-glucuronyl-(1->2)-glucuronide]-4'-glucuronide
    0.0645
    30牡荆素-4'-O-α-L-吡喃鼠李糖苷 Vitexin-4'-O-α-L-rhamnopyranoside0.0001
    31异牡荆素 Isovitexin0.0053
    323,3',4'-三羟基黄酮-3-O-[a-L-鼠李糖基-(1->2)[a-L-鼠李糖基-(1->6)]-β-D-吡喃葡萄糖苷]
    3,3',4'-Trihydroxyflavone-3-O-[a-L-rhamnopyranosyl-(1->2)[a-L-rhamnopyranosyl-(1->6)]-β-D-glucopyranoside]
    0.0751
    33查耳酮樱花素 Chalconosakuranetin0.0009
    34锦葵色素-3-葡萄糖苷 Malvidin-3-glucoside0.0337
    35木犀草素-7-O-[β-D-葡萄糖基-(1->2)-β-D-葡糖苷酸]
    Luteolin-7-O-[β-D-glucuronosyl-(1->2)-β-D-glucuronide]
    0.0814
    下载: 导出CSV
    续表 4 Table 4 continued
    编号Number类别
    Subclass
    代谢物 MetabolitesP
    P value
    366-羟基木犀草素-6-木糖苷 6-Hydroxyluteolin-6-xyloside0.0891
    37洋李甙-4'',6''-双没食子酸 Prunin-4'',6''-digallic acid0.0122
    38紫苏素 Perillanin0.0298
    39桃皮素-3'-葡萄糖苷 Persicogenin-3'-glucoside0.0418
    403,5,7-三羟基-4'-甲氧基-8-异戊烯类黄酮-3-[鼠李糖基-(1->6)-半乳糖苷]-7-半乳糖苷
    3,5,7-Trihydroxy-4'-methoxy-8-prenylflavone-3-[rhamnosyl-(1->6)-galactoside]-7-galactoside
    0.0681
    41落新妇苷 Astilbin0.1425
    42Ranupenin-3-rutinoside0.1137
    43曲克芦丁 Troxerutin0.0964
    44异黄酮Isoflavonoids5,7-二羟基-2',6-二甲氧基异黄酮-7-鼠李糖苷 5,7-Dihydroxy-2',6-dimethoxyisoflavone-7-rhamnoside0.0011
    45[5,7-二羟基-3-(3-羟基-4-甲氧基苯基)-4-环氧-3,4-二氢-1-苯并吡喃醇] 丙酸
    [5,7-Dihydroxy-3-(3-hydroxy-4-methoxyphenyl)-4-oxo-3,4-dihydro-2H-1-benzopyran-3-yl]methyl acetic acid
    0.1961
    46西葫芦素-7-(6-丙二酰葡萄糖苷) Cicerin-7-(6-malonylglucoside)0.1644
    476''-丙二酰染料木甙 6''-Malonylgenistin0.289
    486''-O-丙二酰大豆苷 6''-O-Malonyldaidzin0.4983
    497-羟基-2',5,6-三甲氧基-4',5'-亚甲基二氧异黄酮-7-(2-对香豆基葡萄糖苷)
    7-Hydroxy-2',5,6-trimethoxy-4',5'-methylenedioxyisoflavone-7-(2-p-coumaroylglucoside)
    0.7003
    50黄烷醇 Flavanol表儿茶素 Epicatechin0.0186
    51表没食子儿茶素没食子酸酯 Epigallocatechin gallate0.0610
    52表没食子儿茶素-(4β->8)-儿茶素 Epigallocatechin-(4β->8)-catechin0.0203
    53阿萨姆霉素 C Assamicain C0.2318
    54黄酮 Flavones杨梅酮 Myricetin0.096
    55川陈皮素 Nobiletin0.0001
    56山奈酚 Kaempferol0.7327
    57槲皮素 Quercetin0.3093
    58其它黄酮类
    Other flavonoids
    二氢黄酮 Dihydromorelloflavone0.0022
    59原花青素 C1 Procyanidin C10.1755
    603'-没食子酰原飞燕草素 B2 3'-Galloylprodelphinidin B20.0690
    615-羟基降山油柑碱 Bis (5-hydroxynoracronycine)0.3770
    62表儿茶素-3-对香豆酸 Epigallocatechin-3-p-coumaroate0.1988
    63表阿夫儿茶精-(4β->8)-表儿茶素-3,3'-双没食子酸 Epiafzelechin-(4β->8)-epicatechin-3,3'-digallate0.8156
    64原花青素 B2 Procyanidin B20.3749
    65松茸苷 I Matsutakeside I0.5367
    66萜苷
    Terpene
    glycosides
    大豆皂醇 B-3-O-β-D-葡萄糖醛酸苷 Soyasapogenol B-3-O-β-D-glucuronide0.3016
    6728-葡萄糖基齐墩果酸-3-阿拉伯糖苷 28-Glucosyloleanolic acid-3-arabinoside0.3150
    68大豆皂苷 Ⅰ Soyasaponin Ⅰ0.7893
    69豌豆皂苷 Ⅱ Pisumsaponin Ⅱ0.1925
    7010-乙酸基橄榄苦苷 10-Acetoxyoleuropein0.1856
    71p-薄荷烷-2,8,9-三醇-2-葡萄糖苷 p-Menthane-2,8,9-triol-2-glucoside0.7188
    下载: 导出CSV
    续表 4 Table 4 continued
    编号
    Number
    类别
    Subclass
    代谢物 MetabolitesP
    P value
    72紫苏甙 A Perilloside A0.0016
    73反式香苇醇葡萄糖苷 (-)-trans-Carveol glucoside0.0028
    74去氢大豆皂甙 Ⅰ Dehydrosoyasaponin Ⅰ0.0863
    75珠子参苷 R2 Majonoside R20.0533
    76肉桂萜醇 A-19- 葡萄糖苷 Cinncassiol A-19-glucoside0.0062
    77楤木皂苷 Ⅴ Araliasaponin Ⅴ0.0141
    78牛痘苷 Vaccinoside0.0020
    79京尼平苷酸 Geniposidic acid0.0048
    80枸杞甙 Ⅶ Lyciumoside Ⅶ0.0952
    81大豆皂苷Ⅱ Soyasaponin Ⅱ0.0197
    82肉桂萜醇C1-19-葡萄糖苷 Cinncassiol C1-19-glucoside0.0027
    83 香叶酯芹糖基葡萄糖苷 Geranyl apiosyl-glucoside0.1315
    84脂酰苷
    Fatty acyl glycosides
    (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷]
    (S)-Nerolidol-3-O-[a-L-rhamnopyranosyl-(1->2)-β-D-glucopyranoside]
    0.0001
    855-大柱香波龙烷-3,9-二醇-9-[芹糖基-(1->6)-葡萄糖苷]
    5-Megastigmene-3,9-diol-9-[apiosyl-(1->6)-glucoside]
    0.0040
    863,4,5-三羟基-6-(2-甲基-3-苯丙氧基) 环氧乙烷-2-羧酸
    3,4,5-trihydroxy-6-(2-methyl-3-phenylpropoxy) oxane-2-carboxylic acid
    0.0913
    87棕榈酰葡糖苷酸 Palmitoyl glucuronide0.0647
    881-辛烯-3-桑色素酊 1-Octen-3-yl primeveroside0.0036
    893b,6a-二羟基-α-紫罗兰醇-9-[芹糖基-(1->6)-葡萄糖苷]
    3b,6a-Dihydroxy-α-ionol-9-[apiosyl-(1->6)-glucoside]
    0.7358
    90布卢门醇C-O-[鼠李糖基-(1->6)-葡萄糖苷] Blumenol C-O-[rhamnosyl-(1->6)-glucoside]0.2408
    91甾体皂甙
    Steroidal glycosides
    25-乙酰氧基-3,16,20,22-四羟基-5-葫芦素-3-葡萄糖苷
    25-Acetoxy-3,16,20,22-tetrahydroxy-5-cucurbiten-3-glucoside
    0.0072
    92胆酸葡糖苷酸 Cholic acid glucuronide0.0006
    93孕甾烷甙 Balagyptin0.0058
    94葫芦素E-2-O-葡萄糖苷 Elaterinide0.0011
    95苦瓜皂苷 g Goyaglycoside g0.0287
    96香豆素糖苷
    Coumarin glycosides
    9-羟基-4-甲氧补骨脂素9-葡萄糖苷 9-Hydroxy-4-methoxypsoralen 9-glucoside0.0012
    注:P 值由LSD法多重比较计算得出。
    Note: P values were calculated by least significant difference.
    下载: 导出CSV

    表  5   减氮增钾茶叶中累积水平显著变化的代谢物

    Table  5   Metabolites with significant accumulative changes in tea leaves under reducing N and increasing K input

    类别 Subclass代谢物 Metabolites相对丰度 Relevant abundance变化幅度 (%)
    Change proportion
    SFTF
    黄酮苷
    Flavonoid glycoside
    杨梅酮-3-O-洋槐糖苷
    Myricetin-3-O-robinobioside
    623±49.0 B905±33.7 A–31.13
    芍药素-3-O-葡萄糖苷
    Peonidin-3-O-glucoside
    38.9±6.3 B107±23.6 A–63.75
    查耳酮樱花素 Chalconosakuranetin336±57.9 b555±68.1 a–39.56
    落新妇苷 Astilbin259±36.4 B318±15.6 A–18.74
    黄烷醇 Flavanol表没食子儿茶素没食子酸酯
    Epigallocatechin gallate
    27300±2230 b28200±3830 a–3.08
    萜苷
    Terpene glycosides
    肉桂萜醇C1-19-葡萄糖苷
    Cinncassiol C1 19-glucoside
    23.1±15.1 B181±61.9 A–87.21
    脂酰苷
    Fatty acyl glycosides
    1-辛烯-3-桑色素酊
    1-Octen-3-yl primeveroside
    1040±31.7 B1380±144.0 A–24.58
    黄酮 Flavone川陈皮素 Nobiletin203±3.48 A39.4±2.04 B414.02
    黄酮苷
    Flavonoid glycoside
    牡荆素-4'-O-α-L-吡喃鼠李糖苷
    Vitexin-4'-O-α-L-rhamnopyranoside
    2640±1340 A2380±345 B10.84
    Ranupenin 3-rutinoside111±15.0 a77.0±21.3 b44.71
    脂酰苷
    Fatty acyl glycosides
    (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-
    β-D-吡喃葡萄糖苷]
    (S)-Nerolidol-3-O-[a-L-rhamnopyranosyl-(1->2)-
    β-D-glucopyranoside]
    166±8.60 A98.2±4.99 B68.75
    注:TF—常规化肥处理;SF—减施25%化肥氮处理;同行数据后不同大写字母表示1%水平差异显著,不同小写字母表示不同处理间在5%水平差异显著。
    Note: TF—Conventional chemical fertilzier input; SF—Reducing 25% of chemical fertilizer N. Values followed by different capital and small letters in a row indicate difference significance between treatments at the 1% and 5% levels, respectively.
    下载: 导出CSV

    表  6   有机肥替代25%化肥氮茶叶中累积水平显著变化的代谢物

    Table  6   The metabolites with accumulation level significantly varied in tea leaves under replacing 25% of chemical fertilizer N with organic fertilizer

    类别
    Subclass
    代谢物
    Metabolites
    相对丰度
    Relevant abundance
    变化幅度 (%)
    Change proportion
    OFTF
    黄酮苷
    Flavonoids
    glycoside
    槲皮素-2''-(6''-对香豆酰基葡糖基)
    2''-(6''-p-Coumaroylglucosyl) quercitrin
    87800±3420 A69300±2830 B26.74
    山奈酚-3-[4''-(对香豆酰基葡糖基)鼠李糖苷]
    Kaempferol-3-[4''-(p-coumaroylglucosyl) rhamnoside]
    71400±3940 A57700±526 B23.78
    牡荆素-4'-O-α-L-吡喃鼠李糖苷
    Vitexin-4'-O-α-L-rhamnopyranoside
    29100±596 A23800±345 B22.48
    异牡荆素 Isovitexin180000±13200 A137000±7720 B31.23
    芹黄素-4'-[阿魏酰-(->2)-葡糖醛酸基-(1->2)-葡糖苷酸]-7-葡糖苷酸
    Apigenin-4'-[feruloyl-(->2)-glucuronyl-(1->2)-glucuronide]-7-glucuronide
    4180±162 A2970±463 B40.97
    山奈酚-3-(2",6"-二对香豆酰基葡萄糖苷)
    Kaempferol-3-[2",6"-di-(E)-p-coumarylglucoside]
    2770±194 a2350±183 b17.80
    桃皮素-3'-葡萄糖苷 Persicogenin-3'-glucoside1320± 100 A985±195 B34.10
    飞燕草素-3-(6-对香豆酰基半乳糖苷)
    Delphinidin-3-(6-p-coumaroylgalactoside)
    405±54.8 A27.9±10.7 B1355.11
    Ranupenin-3-rutinoside112±16.7 a77.0±21.3 b45.88
    3,3',4'-三羟基黄酮-3-O-[a-L-鼠李糖基-(1->2)[a-L-鼠李糖基-(1->6)]-
    β-D-吡喃葡萄糖苷]
    3,3',4'-Trihydroxyflavone-3-O-[a-L-rhamnopyranosyl-(1->2)[a-L-rhamnopyranosyl-(1->6)]-β-D-glucopyranoside]
    312±39.4 a250±21.8 b24.88
    黄酮
    Flavones
    川陈皮素 Nobiletin938±49.7 A39.4±2.04 B2280.20
    杨梅酮 Myricetin1450±5 a1020±116 b41.58
    萜苷
    Terpene
    glycosides
    大豆皂苷Ⅱ Soyasaponin Ⅱ13400±1050 a11300±581 b18.64
    京尼平苷酸 Geniposidic acid12300±824 A10400±794 B18.11
    去氢大豆皂甙Ⅰ Dehydrosoyasaponin Ⅰ8850±440 a7640±340 b15.82
    珠子参苷R2 Majonoside R28740±315 a7890±376 b10.85
    肉桂萜醇A-19-葡萄糖苷
    Cinncassiol A-19-glucoside
    669±23.3 A511±50.2 B30.76
    枸杞甙Ⅶ Lyciumoside Ⅶ583±61.3 a458±73.7 b27.29
    甾体皂甙
    Steroidal
    glycosides
    孕甾烷甙 Balagyptin29000±1370 A23000±626 B26.42
    苦瓜皂苷g Goyaglycoside g21300±1340 a18200±622 b17.02
    25-乙酰氧基-3,16,20,22-四羟基-5-葫芦素-3-葡萄糖苷
    25-Acetoxy-3,16,20,22-tetrahydroxy-5-cucurbiten-3-glucoside
    3750±230 A3080±220 B21.64
    胆酸葡糖苷酸 Cholic acid glucuronide3330±294 A2070±318 B60.83
    葫芦素E-2-O-葡萄糖苷 Elaterinide415±18.7 A280±24.1 B48.37
    脂酰苷
    Fatty acyl
    glycosides
    (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷]
    (S)-Nerolidol-3-O-[a-L-rhamnopyranosyl-(1->2)-β-D-glucopyranoside]
    150±22.6 0A98.2±4.99 B52.94
    3,4,5-三羟基-6-(2-甲基-3-苯丙氧基) 环氧乙烷-2-羧酸
    3,4,5-trihydroxy-6-(2-methyl-3-phenylpropoxy) oxane-2-carboxylic acid
    1080±54.5 a882±80.7 b22.17
    黄酮苷
    Flavonoids
    glycoside
    槲皮素-3-(3R-葡糖基芸香苷)
    Quercetin-3-(3R-glucosylrutinoside)
    3970±203 b4430±120 a–10.35
    杨梅酮-3-O-洋槐糖苷
    Myricetin-3-O-robinobioside
    756±95.9 b905±33.7 a–16.51
    下载: 导出CSV
    续表 6 Table 6 continued
    类别
    Subclass
    代谢物
    Metabolites
    相对丰度
    Relevant abundance
    变化幅度 (%)
    Change proportion
    OFTF
    飞燕草素-3-槐糖基-5-葡萄糖苷
    Delphinidin-3-sophoroside-5-glucoside
    462±39.9 B619±10.6 A–25.38
    查耳酮樱花素 Chalconosakuranetin357±33.6 B555±68.1 A–35.70
    芍药素-3-O-葡萄糖苷 Peonidin-3-O-glucoside61.0±24.0 B107±23.6 A–43.17
    异黄酮苷
    Isoflavonoid glycoside
    5,7-二羟基-2',6-二甲氧基异黄酮-7-鼠李糖苷
    5,7-Dihydroxy-2',6-dimethoxyisoflavone-7-rhamnoside
    26.8±3.08 B76.0±23.7 A–64.76
    黄酮多聚体
    Polyflavonoids
    3'-没食子酰原飞燕草素 B2 3'-Galloylprodelphinidin B2127000±10800 b175000±15100 a–27.33
    二氢黄酮 Dihydromorelloflavone914±48.3 B1090±33.9 A–16.02
    萜苷
    Terpene glycosides
    肉桂萜醇C1-19-葡萄糖苷 Cinncassiol C1-19-glucoside56.2±23.5 B181±61.9 A–68.89
    脂酰苷
    Fatty acyl
    glycosides
    1-辛烯-3-桑色素酊 1-Octen-3-yl primeveroside950±104 B1380±144 A–31.02
    5-大柱香波龙烷-3,9-二醇-9-[芹糖基-(1->6)-葡萄糖苷]
    5-Megastigmene-3,9-diol 9-[apiosyl-(1->6)-glucoside]
    843±21.6 B1140±106 A–26.12
    注:TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理。同行数据后不同大写字母表示1%水平差异显著,不同小写字母表示处理间在5%水平差异显著。
    Note: TF—Conventional chemical fertilzier input; OF—Replacing 25% of chemical fertilizer N with organic N. Values followed by different capital and small letters in a row indicate difference significance between treatments at the 1% and 5% level, respectively.
    下载: 导出CSV

    表  7   不同施肥处理茶叶黄酮类和糖苷类优势代谢物

    Table  7   Preponderant metabolites of flavonoids or glycosides in tea leaves under different fertilization treaments

    类别
    Subclass
    代谢物
    Metabolites
    相对丰度 Abundance变化倍数
    Fold of change
    CKTFOFSF
    黄酮苷
    Flavonoid glycoside
    芸香苷 Rutin54000±3050 a48500±2730 b45800±1210 b45000±3080 b1.20
    槲皮素-3-(3-对香豆酰基葡萄糖苷)
    Quercetin-3-(3-p-coumaroylglucoside)
    67800±17800 a41900±4770 b48000±7800 b40000±2920 b1.70
    杨梅酮-3-O-洋槐糖苷
    Myricetin-3-O-robinobioside
    1040±81.1 a905±33.7 b756±95.9 c623±49.0 d1.67
    异鼠李素-3-β-昆布二糖苷 Isorhamnetin-3-β-laminaribioside4430±287.0 a3470±93.6 bc3760±17.7 b3390±62.1 c1.31
    飞燕草素-3-(6-对香豆酰基半乳糖苷)
    Delphinidin-3-(6-p-coumaroylgalactoside)
    230.0±131 b27.9±10.7 c405.0±54.8 a35.7±22.8 c14.52
    芹黄素-4'-[阿魏酰-(->2)-葡糖醛酸基-(1->2)-葡糖苷酸]-7-葡糖苷酸
    Apigenin-4'-[feruloyl-(->2)-glucuronyl-(1->2)-glucuronide]-7-glucuronide
    2220±365 c2970±463 b4180±162 a3010±194 b1.89
    牡荆素-4'-O-α-L-吡喃鼠李糖苷
    Vitexin-4'-O-α-L-rhamnopyranoside
    21700±783 d23800±345 c29100±596 a26400±1340 b1.34
    异牡荆素 Isovitexin140000±11800 b137000±7720 b180000±13200 a147000±10900 b1.31
    槲皮素-2''-(6''-对香豆酰基葡糖基)
    2''-(6''-p-Coumaroylglucosyl) quercitrin
    68400±5980 b69300±2830 b87800±3420 a75200±2910 b1.28
    山奈酚-3-[4''-(对香豆酰基葡糖基)鼠李糖苷]
    Kaempferol-3-[4''-(p-coumaroylglucosyl) rhamnoside]
    57700±5110 b57700±526 b71400±3940 a61000±1140 b1.24
    3,3',4'-三羟基黄酮-3-O-[a-L-鼠李糖基-(1->2)[a-L-鼠李糖基-(1->6)]-β-D-吡喃葡萄糖苷]
    3,3',4'-Trihydroxyflavone-3-O-[a-L-rhamnopyranosyl-(1->2)
    [a-L-rhamnopyranosyl-(1->6)]-β-D-glucopyranoside]
    237±44.80 b250±21.80 b312±39.40 a248±9.26 b1.32
    黄酮 Flavone川陈皮素 Nobiletin37.7±2.46 c39.4±2.04 c938±49.70 a203±3.48 b24.89
    黄烷醇 Flavanol表没食子儿茶素-(4β->8)-儿茶素
    Epigallocatechin-(4β->8)-catechin
    73800±16600 a46200±4040 b54000±7820 b45100±2930 b1.63
    表儿茶素 Epicatechin19000±1790 a16600±238 b15900±435 b16200±800 b1.20
    下载: 导出CSV
    续表 7 Table 7 continued
    类别
    Subclass
    代谢物
    Metabolites
    相对丰度 Abundance变化倍数
    Fold of change
    CKTFOFSF
    萜苷
    Terpene glycosides
    紫苏甙 A Perilloside A15000±2540 a6230±544 b9380±1880 b7000±1860 b2.41
    反式香苇醇葡萄糖苷 (-)-trans-Carveol glucoside718±115 a287±32.4 b471±122 b320±104 b2.50
    去氢大豆皂甙 I Dehydrosoyasaponin I7620±860 b7640±340 b8850±440 a7710±559 b1.16
    珠子参苷 R2 Majonoside R27850±245 b7890±376 b8740±315 a7530±717 b1.16
    肉桂萜醇 A-19-葡萄糖苷 Cinncassiol A-19-glucoside458±77.2 b511±50.2 b669±23.3 a540±41.4 b1.50
    甾体皂甙
    Steroidal glycosides
    25-乙酰氧基-3,16,20,22-四羟基-5-葫芦素-11-one 3-葡萄糖苷
    25-Acetoxy-3,16,20,22-tetrahydroxy-5-cucurbiten-11-one-3-glucoside
    3140±63 b3080±220 b3750±230 a3090±204 b1.22
    胆酸葡糖苷酸 Cholic acid glucuronide2200±169.0 c2070±318.0 c3330±294.0 a2810±57.7 b1.61
    孕甾烷甙 Balagyptin25400±2300 b23000±626 b29000±1370 a24900±905 b1.26
    葫芦素E-2-O-葡萄糖苷 Elaterinide311±35.6 b280±24.1 b415±18.7 a251±42.6 b1.65
    脂酰苷
    Fatty acyl glycosides
    (S)-橙花叔醇-3-O-[a-L-鼠李糖吡喃醇-(1->2)-β-D-吡喃葡萄糖苷]
    (S)-Nerolidol-3-O-[a-L-rhamnopyranosyl-(1->2)-β-D-glucopyranoside]
    198±9.15 a98.2±4.99 c150±22.60 b166±8.60 b2.01
    香豆素糖苷
    Coumarin glycoside
    9-羟基-4-甲氧补骨脂素9-葡萄糖苷
    9-Hydroxy-4-methoxypsoralen 9-glucoside
    2070±184 .0a1450±161.0 b1380±90.6 b1590±95.7 b1.50
    注:CK—不施肥处理;TF—常规化肥处理;OF—有机肥氮替代25%化肥氮处理;SF—减施25%化肥氮处理。变化倍数为同一代谢物在不同施肥处理间最大相对丰度值与最小相对丰度值之比。同行数据后不同小写字母表示处理间在5%水平差异显著。
    Note: CK—No fertilizer; TF—Conventional chemical fertilizer input; OF—Replacing 25% of chemical fertilizer N with organic N; SF—Reducing 25% of chemical fertilizer N. Change fold was the ratio of maximum to minimum abundance of a same metabolite among the four treatments. Values followed by different small letters in a row indicate difference significance among different treatments at the 5% level.
    下载: 导出CSV
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  • 收稿日期:  2022-01-24
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