Desmet Sandrien, Saeys Yvan, Verstaen Kevin, Dauwe Rebecca, Kim Hoon, Niculaes Claudiu, Fukushima Atsushi, Goeminne Geert, Vanholme Ruben, Ralph John, Boerjan Wout, Morreel Kris
Department of Plant Biotechnology and Bioinformatics, Ghent University, B-9052 Gent, Belgium.
Center for Plant Systems Biology, VIB, B-9052 Gent, Belgium.
Comput Struct Biotechnol J. 2021 Jan 26;19:1127-1144. doi: 10.1016/j.csbj.2021.01.004. eCollection 2021.
Despite the scientific and economic importance of maize, little is known about its specialized metabolism. Here, five maize organs were profiled using different reversed-phase liquid chromatography-mass spectrometry methods. The resulting spectral metadata, combined with candidate substrate-product pair (CSPP) networks, allowed the structural characterization of 427 of the 5,420 profiled compounds, including phenylpropanoids, flavonoids, benzoxazinoids, and auxin-related compounds, among others. Only 75 of the 427 compounds were already described in maize. Analysis of the CSPP networks showed that phenylpropanoids are present in all organs, whereas other metabolic classes are rather organ-enriched. Frequently occurring CSPP mass differences often corresponded with glycosyl- and acyltransferase reactions. The interplay of glycosylations and acylations yields a wide variety of mixed glycosides, bearing substructures corresponding to the different biochemical classes. For example, in the tassel, many phenylpropanoid and flavonoid-bearing glycosides also contain auxin-derived moieties. The characterized compounds and mass differences are an important step forward in metabolic pathway discovery and systems biology research. The spectral metadata of the 5,420 compounds is publicly available (DynLib spectral database, https://bioit3.irc.ugent.be/dynlib/).
尽管玉米具有科学和经济重要性,但其特殊代谢却鲜为人知。在此,我们使用不同的反相液相色谱 - 质谱方法对五个玉米器官进行了分析。所得的光谱元数据与候选底物 - 产物对(CSPP)网络相结合,使得在5420种分析化合物中的427种得以进行结构表征,其中包括苯丙烷类、黄酮类、苯并恶嗪类以及生长素相关化合物等。在这427种化合物中,只有75种已在玉米中被描述过。对CSPP网络的分析表明,苯丙烷类存在于所有器官中,而其他代谢类别则在特定器官中更为富集。频繁出现的CSPP质量差异通常与糖基转移酶和酰基转移酶反应相对应。糖基化和酰化的相互作用产生了各种各样的混合糖苷,其具有对应于不同生化类别的亚结构。例如,在雄穗中,许多带有苯丙烷类和黄酮类的糖苷还含有生长素衍生的部分。所表征的化合物和质量差异是代谢途径发现和系统生物学研究向前迈出的重要一步。这5420种化合物的光谱元数据已公开可用(DynLib光谱数据库,https://bioit3.irc.ugent.be/dynlib/)。