深度转录组和蛋白质组分析的整合揭示了罂粟细胞培养物中生物碱代谢的成分。
Integration of deep transcriptome and proteome analyses reveals the components of alkaloid metabolism in opium poppy cell cultures.
机构信息
Department of Biological Sciences, University of Calgary, Calgary, Alberta T2N 1N4, Canada.
出版信息
BMC Plant Biol. 2010 Nov 18;10:252. doi: 10.1186/1471-2229-10-252.
BACKGROUND
Papaver somniferum (opium poppy) is the source for several pharmaceutical benzylisoquinoline alkaloids including morphine, the codeine and sanguinarine. In response to treatment with a fungal elicitor, the biosynthesis and accumulation of sanguinarine is induced along with other plant defense responses in opium poppy cell cultures. The transcriptional induction of alkaloid metabolism in cultured cells provides an opportunity to identify components of this process via the integration of deep transcriptome and proteome databases generated using next-generation technologies.
RESULTS
A cDNA library was prepared for opium poppy cell cultures treated with a fungal elicitor for 10 h. Using 454 GS-FLX Titanium pyrosequencing, 427,369 expressed sequence tags (ESTs) with an average length of 462 bp were generated. Assembly of these sequences yielded 93,723 unigenes, of which 23,753 were assigned Gene Ontology annotations. Transcripts encoding all known sanguinarine biosynthetic enzymes were identified in the EST database, 5 of which were represented among the 50 most abundant transcripts. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) of total protein extracts from cell cultures treated with a fungal elicitor for 50 h facilitated the identification of 1,004 proteins. Proteins were fractionated by one-dimensional SDS-PAGE and digested with trypsin prior to LC-MS/MS analysis. Query of an opium poppy-specific EST database substantially enhanced peptide identification. Eight out of 10 known sanguinarine biosynthetic enzymes and many relevant primary metabolic enzymes were represented in the peptide database.
CONCLUSIONS
The integration of deep transcriptome and proteome analyses provides an effective platform to catalogue the components of secondary metabolism, and to identify genes encoding uncharacterized enzymes. The establishment of corresponding transcript and protein databases generated by next-generation technologies in a system with a well-defined metabolite profile facilitates an improved linkage between genes, enzymes, and pathway components. The proteome database represents the most relevant alkaloid-producing enzymes, compared with the much deeper and more complete transcriptome library. The transcript database contained full-length mRNAs encoding most alkaloid biosynthetic enzymes, which is a key requirement for the functional characterization of novel gene candidates.
背景
罂粟(鸦片罂粟)是几种苯并异喹啉生物碱的来源,包括吗啡、可待因和血根碱。在真菌诱导子的作用下,罂粟细胞培养物中血根碱的生物合成和积累以及其他植物防御反应被诱导。培养细胞中生物碱代谢的转录诱导为通过整合使用下一代技术生成的深度转录组和蛋白质组数据库来识别该过程的组成部分提供了机会。
结果
为用真菌诱导子处理 10 小时的罂粟细胞培养物制备 cDNA 文库。使用 454GS-FLXTitanium 焦磷酸测序,生成了平均长度为 462bp 的 427,369 个表达序列标签 (EST)。这些序列的组装产生了 93,723 个非基因,其中 23,753 个被分配了基因本体论注释。在 EST 数据库中鉴定出编码所有已知血根碱生物合成酶的转录本,其中 5 个在 50 个最丰富的转录本中代表。用真菌诱导子处理细胞培养物 50 小时后的总蛋白质提取物的液相色谱-串联质谱 (LC-MS/MS) 分析促进了 1,004 种蛋白质的鉴定。蛋白质通过一维 SDS-PAGE 进行分离,并用胰蛋白酶消化后进行 LC-MS/MS 分析。对罂粟特异性 EST 数据库的查询大大增强了肽的鉴定。10 个已知血根碱生物合成酶中的 8 个和许多相关的初级代谢酶都存在于肽数据库中。
结论
深度转录组和蛋白质组分析的整合提供了一个有效的平台来编目次生代谢物的组成部分,并鉴定编码未鉴定酶的基因。在具有明确代谢物特征的系统中,通过下一代技术生成的相应转录组和蛋白质组数据库的建立,有助于更好地将基因、酶和途径成分联系起来。与更深更完整的转录组文库相比,蛋白质组数据库代表了与生物碱生产最相关的酶。转录组数据库包含编码大多数生物碱生物合成酶的全长 mRNAs,这是对新候选基因进行功能表征的关键要求。