Wang Yan, Xu Liang, Shen Hong, Wang Juanjuan, Liu Wei, Zhu Xianwen, Wang Ronghua, Sun Xiaochuan, Liu Liwang
National Key Laboratory of Crop Genetics and Germplasm Enhancement; Engineering Research Center of Horticultural Crop Germplasm Enhancement and Utilization, Ministry of Education of P.R. China; College of Horticulture, Nanjing Agricultural University, Nanjing 210095, P.R. China.
The National Agro-Tech Extension and Service Center, Beijing 100125, P.R. China.
Sci Rep. 2015 Dec 17;5:18296. doi: 10.1038/srep18296.
The radish (Raphanus sativus L.) is an important root vegetable crop. In this study, the metabolite profiling analysis of radish roots exposed to lead (Pb) and cadmium (Cd) stresses has been performed using gas chromatography-mass spectrometry (GC-MS). The score plots of principal component analysis (PCA) and partial least squares-discriminate analysis (PLS-DA) showed clear discrimination between control and Pb- or Cd-treated samples. The metabolic profiling indicated Pb or Cd stress could cause large metabolite alteration mainly on sugars, amino acids and organic acids. Furthermore, an integrated analysis of the effects of Pb or Cd stress was performed on the levels of metabolites and gene transcripts from our previous transcriptome work in radish roots. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of integration data demonstrated that exposure of radish to Pb stress resulted in profound biochemical changes including carbohydrate metabolism, energy metabolism and glutathione metabolism, while the treatment of Cd stress caused significant variations in energy production, amino acid metabolism and oxidative phosphorylation-related pathways. These results would facilitate further dissection of the mechanisms of heavy metal (HM) accumulation/tolerance in plants and the effective management of HM contamination in vegetable crops by genetic manipulation.
萝卜(Raphanus sativus L.)是一种重要的根菜类作物。在本研究中,利用气相色谱-质谱联用仪(GC-MS)对暴露于铅(Pb)和镉(Cd)胁迫下的萝卜根进行了代谢物谱分析。主成分分析(PCA)和偏最小二乘判别分析(PLS-DA)的得分图显示,对照样品与经Pb或Cd处理的样品之间有明显区分。代谢物谱分析表明,Pb或Cd胁迫可导致主要在糖类、氨基酸和有机酸方面的大量代谢物变化。此外,结合我们之前对萝卜根转录组的研究工作,对Pb或Cd胁迫的影响在代谢物水平和基因转录本方面进行了综合分析。对整合数据的京都基因与基因组百科全书(KEGG)通路分析表明,萝卜暴露于Pb胁迫会导致深刻的生化变化,包括碳水化合物代谢、能量代谢和谷胱甘肽代谢,而Cd胁迫处理则会导致能量产生、氨基酸代谢和氧化磷酸化相关通路的显著变化。这些结果将有助于进一步剖析植物中重金属(HM)积累/耐受的机制,以及通过基因操作有效管理蔬菜作物中的HM污染。