Integration of the metabolome and transcriptome reveals the metabolites and genes related to nutritional and medicinal value in Coriandrum sativum

被引:20
作者
Tong, Wu [1 ]
Shu-yan, Feng [1 ]
Qi-hang, Yang [1 ]
Bhetariya, Preetida J. [2 ]
Ke, Gong [1 ]
Chun-lin, Cui [1 ]
Jie, Song [1 ]
Xiao-rui, Ping [1 ]
Qiao-ying, Pei [1 ]
Tong, Yu [1 ]
Xiao-ming, Song [1 ,3 ,4 ]
机构
[1] North China Univ Sci & Technol, Coll Life Sci, Tangshan 063210, Peoples R China
[2] Harvard Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[3] Univ Nebraska Lincoln, Food Sci & Technol Dept, Lincoln, NE 68526 USA
[4] Univ Elect Sci & Technol China, Sch Life Sci & Technol, Ctr Informat Biol, Chengdu 610054, Peoples R China
基金
中国国家自然科学基金;
关键词
metabolomics; transcriptome; regulatory network; phenolic compounds; Coriander; CAFFEIC ACID; RNA-SEQ; ASCORBIC-ACID; AGMATINE; BIOSYNTHESIS; PLANTS; TOCOPHEROL;
D O I
10.1016/S2095-3119(20)63358-5
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Coriandrum sativum (Coriander) or Chinese parsley is a culinary herb with multiple medicinal effects, which is widely used in cooking and traditional medicine. It is enriched with essential oils and anti-oxidant compounds with unknown significance. To explore the untapped reservoir of Coriander, we studied the transcriptome and metabolic profiles from three developmental stages. Here, we identified 10 tyrosine metabolic pathway-related genes (TMPRGs), six porphyrins and chlorophyll metabolic pathway-related genes (PCMPRGs), and five Vitamin E metabolic pathway-related genes (VEMPRGs). These genes were associated with the early development of Coriander. Our analysis suggests that these pathways are involved in the production of critical phenolic metabolites. Furthermore, we constructed the interaction network between these pathway-related genes and transcription factors (TFs), which supported the regulatory pathways for phenolic metabolites. Interestingly, we identified several nutritional or medicinally relevant metabolites, including 59 phenols, two polyamines, 12 alkaloids, and one terpenoid. The higher concentrations of metabolites were from caffeic acid, agmatine, and its derivatives. We found higher levels of caffeic acid and agmatine at 30 days compared to 60 or 90 days. This study provides evidence to stimulate further investigation of the role of these metabolites in medicinal and nutritional research.
引用
收藏
页码:1807 / 1818
页数:12
相关论文
共 54 条
[1]  
Anders S., 2010, GENOME BIOL, V11, pR106, DOI [10.1186/gb-2010-11-10-r106, DOI 10.1186/gb-2010-11-10-r106]
[2]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[3]  
Artati A, 2019, METHODS MOL BIOL, V1994, P119, DOI 10.1007/978-1-4939-9477-9_10
[4]  
Ben Salah Nozha, 2017, Tunis Med, V95, P767
[5]   Non-aqueous fractionation revealed changing subcellular metabolite distribution during apple fruit development [J].
Beshir, Wasiye F. ;
Tohge, Takayuki ;
Watanabe, Mutsumi ;
Hertog, Maarten L. A. T. M. ;
Hoefgen, Rainer ;
Fernie, Alisdair R. ;
Nicolai, Bart M. .
HORTICULTURE RESEARCH, 2019, 6
[6]   Deciphering the Nature of Caffeic Acid to Inhibit the HSA Aggregation Induced by Glyoxal [J].
Bhat, Waseem Feeroze ;
Ahmed, Azaj ;
Abbass, Shabeena ;
Afsar, Mohammad ;
Bano, Bilqees ;
Masood, Akbar .
PROTEIN AND PEPTIDE LETTERS, 2020, 27 (08) :725-735
[7]   Discovery of metabolite features for the modelling and analysis of high-resolution NMR spectra [J].
Cho, Hyun-Woo ;
Kim, Seoung Bum ;
Jeong, Myong K. ;
Park, Youngja ;
Miller, Nana Gletsu ;
Ziegler, Thomas R. ;
Jones, Dean P. .
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 2008, 2 (02) :176-192
[8]   Transcriptome profiling of coriander: a dual purpose crop unravels stem gall resistance genes [J].
Choudhary, Sharda ;
Naika, Mahantesha B. N. ;
Sharma, Radheshyam ;
Meena, R. D. ;
Singh, Ravindra ;
Lal, Gopal .
JOURNAL OF GENETICS, 2019, 98 (01)
[9]   The Role of Polyphenols in Human Health and Food Systems: A Mini-Review [J].
Cory, Hannah ;
Passarelli, Simone ;
Szeto, John ;
Tamez, Martha ;
Mattei, Josiemer .
FRONTIERS IN NUTRITION, 2018, 5
[10]  
David CC, 2014, METHODS MOL BIOL, V1084, P193, DOI 10.1007/978-1-62703-658-0_11