Integration of Transcriptome, Proteome and Metabolism Data Reveals the Alkaloids Biosynthesis in Macleaya cordata and Macleaya microcarpa

被引:0
|
作者
Zeng, Jianguo [1 ,2 ]
Liu, Yisong [1 ,2 ]
Liu, Wei [3 ,4 ]
Liu, Xiubing [1 ,2 ]
Liu, Fuqing
Huang, Peng
Zhu, Pengcheng [1 ,2 ]
Chen, Jinjun [1 ,2 ]
Shi, Mingming [5 ]
Guo, Fang [5 ]
Cheng, Pi
Zeng, Jing
Liao, Yifang [3 ,4 ]
Gong, Jing [3 ,4 ]
Zhang, Hong-Mei [3 ,4 ]
Wang, Depeng [4 ]
Guo, An-Yuan [3 ]
Xiong, Xingyao [1 ,2 ]
机构
[1] Hunan Agr Univ, Hunan Prov Key Lab Crop Germplasm Innovat & Utili, Changsha, Hunan, Peoples R China
[2] Hunan Agr Univ, Natl Chinese Med Herbs Hunan Technol Ctr, Changsha, Hunan, Peoples R China
[3] Huazhong Univ Sci & Technol, Dept Biomed Engn, Coll Life Sci & Technol, Wuhan 430074, Peoples R China
[4] Next Biosci Co Ltd, Wuhan, Peoples R China
[5] BGI Shenzhen, Shenzhen, Peoples R China
来源
PLOS ONE | 2013年 / 8卷 / 01期
基金
中国国家自然科学基金;
关键词
CANADENSIS CELL-CULTURES; RNA-SEQ DATA; OPIUM POPPY; DIHYDROBENZOPHENANTHRIDINE OXIDASE; SANGUINARINE REDUCTASE; MASS-SPECTROMETRY; MOLECULAR-CLONING; SAFETY ASSESSMENT; REFERENCE GENOME; SIEVE ELEMENTS;
D O I
10.1371/journal.pone.0053409
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: The Macleaya spp., including Macleaya cordata and Macleaya microcarpa, are traditional anti-virus, inflammation eliminating, and insecticide herb medicines for their isoquinoline alkaloids. They are also known as the basis of the popular natural animal food addictive in Europe. However, few studies especially at genomics level were conducted on them. Hence, we performed the Macleaya spp. transcriptome and integrated it with iTRAQ proteome analysis in order to identify potential genes involved in alkaloids biosynthesis. Methodology and Principal Findings: We elaborately designed the transcriptome, proteome and metabolism profiling for 10 samples of both species to explore their alkaloids biosynthesis. From the transcriptome data, we obtained 69367 and 78255 unigenes for M. cordata and M. microcarpa, in which about two thirds of them were similar to sequences in public databases. By metabolism profiling, reverse patterns for alkaloids sanguinarine, chelerythrine, protopine, and allocryptopine were observed in different organs of two species. We characterized the expressions of enzymes in alkaloid biosynthesis pathways. We also identified more than 1000 proteins from iTRAQ proteome data. Our results strongly suggest that the root maybe the organ for major alkaloids biosynthesis of Macleaya spp. Except for biosynthesis, the alkaloids storage and transport were also important for their accumulation. The ultrastructure of laticifers by SEM helps us to prove the alkaloids maybe accumulated in the mature roots. Conclusions/Significance: To our knowledge this is the first study to elucidate the genetic makeup of Macleaya spp. This work provides clues to the identification of the potential modulate genes involved in alkaloids biosynthesis in Macleaya spp., and sheds light on researches for non-model medicinal plants by integrating different high-throughput technologies.
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页数:18
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