Comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in Panax notoginseng

Abstract Background Taproot thickening is a complex biological process that is dependent on the coordinated expression of genes controlled by both environmental and developmental factors. Panax notoginseng is an important Chinese medicinal herb that is characterized by an enlarged taproot as the mai...

Full description

Bibliographic Details
Main Authors: Xue-Jiao Li, Jian-Li Yang, Bing Hao, Ying-Chun Lu, Zhi-Long Qian, Ying Li, Shuang Ye, Jun-Rong Tang, Mo Chen, Guang-Qiang Long, Yan Zhao, Guang-Hui Zhang, Jun-Wen Chen, Wei Fan, Sheng-Chao Yang
Format: Article
Language:English
Published: BMC 2019-10-01
Series:BMC Plant Biology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12870-019-2067-5
id doaj-c061631740c9454ba7666ceb19f13a64
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Xue-Jiao Li
Jian-Li Yang
Bing Hao
Ying-Chun Lu
Zhi-Long Qian
Ying Li
Shuang Ye
Jun-Rong Tang
Mo Chen
Guang-Qiang Long
Yan Zhao
Guang-Hui Zhang
Jun-Wen Chen
Wei Fan
Sheng-Chao Yang
spellingShingle Xue-Jiao Li
Jian-Li Yang
Bing Hao
Ying-Chun Lu
Zhi-Long Qian
Ying Li
Shuang Ye
Jun-Rong Tang
Mo Chen
Guang-Qiang Long
Yan Zhao
Guang-Hui Zhang
Jun-Wen Chen
Wei Fan
Sheng-Chao Yang
Comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in Panax notoginseng
BMC Plant Biology
Panax notoginseng
Taproot thickening
Signal transduction
Metabolic regulation
author_facet Xue-Jiao Li
Jian-Li Yang
Bing Hao
Ying-Chun Lu
Zhi-Long Qian
Ying Li
Shuang Ye
Jun-Rong Tang
Mo Chen
Guang-Qiang Long
Yan Zhao
Guang-Hui Zhang
Jun-Wen Chen
Wei Fan
Sheng-Chao Yang
author_sort Xue-Jiao Li
title Comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in Panax notoginseng
title_short Comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in Panax notoginseng
title_full Comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in Panax notoginseng
title_fullStr Comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in Panax notoginseng
title_full_unstemmed Comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in Panax notoginseng
title_sort comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in panax notoginseng
publisher BMC
series BMC Plant Biology
issn 1471-2229
publishDate 2019-10-01
description Abstract Background Taproot thickening is a complex biological process that is dependent on the coordinated expression of genes controlled by both environmental and developmental factors. Panax notoginseng is an important Chinese medicinal herb that is characterized by an enlarged taproot as the main organ of saponin accumulation. However, the molecular mechanisms of taproot enlargement are poorly understood. Results A total of 29,957 differentially expressed genes (DEGs) were identified during the thickening process in the taproots of P. notoginseng. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment revealed that DEGs associated with “plant hormone signal transduction,” “starch and sucrose metabolism,” and “phenylpropanoid biosynthesis” were predominantly enriched. Further analysis identified some critical genes (e.g., RNase-like major storage protein, DA1-related protein, and Starch branching enzyme I) and metabolites (e.g., sucrose, glucose, fructose, malate, and arginine) that potentially control taproot thickening. Several aspects including hormone crosstalk, transcriptional regulation, homeostatic regulation between sugar and starch, and cell wall metabolism, were identified as important for the thickening process in the taproot of P. notoginseng. Conclusion The results provide a molecular regulatory network of taproot thickening in P. notoginseng and facilitate the further characterization of the genes responsible for taproot formation in root medicinal plants or crops.
topic Panax notoginseng
Taproot thickening
Signal transduction
Metabolic regulation
url http://link.springer.com/article/10.1186/s12870-019-2067-5
work_keys_str_mv AT xuejiaoli comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT jianliyang comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT binghao comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT yingchunlu comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT zhilongqian comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT yingli comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT shuangye comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT junrongtang comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT mochen comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT guangqianglong comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT yanzhao comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT guanghuizhang comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT junwenchen comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT weifan comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
AT shengchaoyang comparativetranscriptomeandmetabolomeanalysesprovidenewinsightsintothemolecularmechanismsunderlyingtaprootthickeninginpanaxnotoginseng
_version_ 1724465798751191040
spelling doaj-c061631740c9454ba7666ceb19f13a642020-11-25T03:56:18ZengBMCBMC Plant Biology1471-22292019-10-0119111810.1186/s12870-019-2067-5Comparative transcriptome and metabolome analyses provide new insights into the molecular mechanisms underlying taproot thickening in Panax notoginsengXue-Jiao Li0Jian-Li Yang1Bing Hao2Ying-Chun Lu3Zhi-Long Qian4Ying Li5Shuang Ye6Jun-Rong Tang7Mo Chen8Guang-Qiang Long9Yan Zhao10Guang-Hui Zhang11Jun-Wen Chen12Wei Fan13Sheng-Chao Yang14State Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Plant Physiology and Biochemistry, College of Life Sciences, Zhejiang UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityState Key Laboratory of Conservation and Utilization of Bio-resources in Yunnan, The Key Laboratory of Medicinal Plant Biology of Yunnan Province, National& Local Joint Engineering Research Center on Germplasm Innovation & Utilization of Chinese Medicinal Materials in Southwest China, Yunnan Agricultural UniversityAbstract Background Taproot thickening is a complex biological process that is dependent on the coordinated expression of genes controlled by both environmental and developmental factors. Panax notoginseng is an important Chinese medicinal herb that is characterized by an enlarged taproot as the main organ of saponin accumulation. However, the molecular mechanisms of taproot enlargement are poorly understood. Results A total of 29,957 differentially expressed genes (DEGs) were identified during the thickening process in the taproots of P. notoginseng. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment revealed that DEGs associated with “plant hormone signal transduction,” “starch and sucrose metabolism,” and “phenylpropanoid biosynthesis” were predominantly enriched. Further analysis identified some critical genes (e.g., RNase-like major storage protein, DA1-related protein, and Starch branching enzyme I) and metabolites (e.g., sucrose, glucose, fructose, malate, and arginine) that potentially control taproot thickening. Several aspects including hormone crosstalk, transcriptional regulation, homeostatic regulation between sugar and starch, and cell wall metabolism, were identified as important for the thickening process in the taproot of P. notoginseng. Conclusion The results provide a molecular regulatory network of taproot thickening in P. notoginseng and facilitate the further characterization of the genes responsible for taproot formation in root medicinal plants or crops.http://link.springer.com/article/10.1186/s12870-019-2067-5Panax notoginsengTaproot thickeningSignal transductionMetabolic regulation