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

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,...

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Autores principales: Zeng, Jianguo, Liu, Yisong, Liu, Wei, Liu, Xiubing, Liu, Fuqing, Huang, Peng, Zhu, Pengcheng, Chen, Jinjun, Shi, Mingming, Guo, Fang, Cheng, Pi, Zeng, Jing, Liao, Yifang, Gong, Jing, Zhang, Hong-Mei, Wang, Depeng, Guo, An-Yuan, Xiong, Xingyao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3541140/
https://www.ncbi.nlm.nih.gov/pubmed/23326424
http://dx.doi.org/10.1371/journal.pone.0053409
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author Zeng, Jianguo
Liu, Yisong
Liu, Wei
Liu, Xiubing
Liu, Fuqing
Huang, Peng
Zhu, Pengcheng
Chen, Jinjun
Shi, Mingming
Guo, Fang
Cheng, Pi
Zeng, Jing
Liao, Yifang
Gong, Jing
Zhang, Hong-Mei
Wang, Depeng
Guo, An-Yuan
Xiong, Xingyao
author_facet Zeng, Jianguo
Liu, Yisong
Liu, Wei
Liu, Xiubing
Liu, Fuqing
Huang, Peng
Zhu, Pengcheng
Chen, Jinjun
Shi, Mingming
Guo, Fang
Cheng, Pi
Zeng, Jing
Liao, Yifang
Gong, Jing
Zhang, Hong-Mei
Wang, Depeng
Guo, An-Yuan
Xiong, Xingyao
author_sort Zeng, Jianguo
collection PubMed
description 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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spelling pubmed-35411402013-01-16 Integration of Transcriptome, Proteome and Metabolism Data Reveals the Alkaloids Biosynthesis in Macleaya cordata and Macleaya microcarpa Zeng, Jianguo Liu, Yisong Liu, Wei Liu, Xiubing Liu, Fuqing Huang, Peng Zhu, Pengcheng Chen, Jinjun Shi, Mingming Guo, Fang Cheng, Pi Zeng, Jing Liao, Yifang Gong, Jing Zhang, Hong-Mei Wang, Depeng Guo, An-Yuan Xiong, Xingyao PLoS One Research Article 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. Public Library of Science 2013-01-09 /pmc/articles/PMC3541140/ /pubmed/23326424 http://dx.doi.org/10.1371/journal.pone.0053409 Text en © 2013 Guo et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zeng, Jianguo
Liu, Yisong
Liu, Wei
Liu, Xiubing
Liu, Fuqing
Huang, Peng
Zhu, Pengcheng
Chen, Jinjun
Shi, Mingming
Guo, Fang
Cheng, Pi
Zeng, Jing
Liao, Yifang
Gong, Jing
Zhang, Hong-Mei
Wang, Depeng
Guo, An-Yuan
Xiong, Xingyao
Integration of Transcriptome, Proteome and Metabolism Data Reveals the Alkaloids Biosynthesis in Macleaya cordata and Macleaya microcarpa
title Integration of Transcriptome, Proteome and Metabolism Data Reveals the Alkaloids Biosynthesis in Macleaya cordata and Macleaya microcarpa
title_full Integration of Transcriptome, Proteome and Metabolism Data Reveals the Alkaloids Biosynthesis in Macleaya cordata and Macleaya microcarpa
title_fullStr Integration of Transcriptome, Proteome and Metabolism Data Reveals the Alkaloids Biosynthesis in Macleaya cordata and Macleaya microcarpa
title_full_unstemmed Integration of Transcriptome, Proteome and Metabolism Data Reveals the Alkaloids Biosynthesis in Macleaya cordata and Macleaya microcarpa
title_short Integration of Transcriptome, Proteome and Metabolism Data Reveals the Alkaloids Biosynthesis in Macleaya cordata and Macleaya microcarpa
title_sort integration of transcriptome, proteome and metabolism data reveals the alkaloids biosynthesis in macleaya cordata and macleaya microcarpa
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3541140/
https://www.ncbi.nlm.nih.gov/pubmed/23326424
http://dx.doi.org/10.1371/journal.pone.0053409
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