Integrated Analysis of the Transcriptome and Metabolome Reveals Genes Involved in Terpenoid and Flavonoid Biosynthesis in the Loblolly Pine (Pinus taeda L.)

被引:25
作者
Mao, Jipeng [1 ,2 ,3 ]
Huang, Linwang [1 ]
Chen, Manyu [1 ]
Zeng, Weishan [1 ]
Feng, Zhiheng [1 ]
Huang, Shaowei [1 ]
Liu, Tianyi [1 ]
机构
[1] South China Agr Univ, Coll Forestry & Landscape Architecture, Guangdong Key Lab Innovat Dev & Utilizat Forest P, Guangzhou, Peoples R China
[2] Taishan Hongling Seed Orchart, Jiangmen, Peoples R China
[3] South China Agr Univ, State Key Lab Conservat & Utilizat Subtrop Agrobi, Guangzhou, Peoples R China
关键词
Pinus taeda; transcriptome; metabolome; flavonoids; terpenoids; PROANTHOCYANIDINS; ARABIDOPSIS; EXPRESSION;
D O I
10.3389/fpls.2021.729161
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Loblolly pine (Pinus taeda L.) is an important tree for afforestation with substantial economic and ecological value. Many metabolites with pharmacological activities are present in the tissues of P. taeda. However, the biosynthesis regulatory mechanisms of these metabolites are poorly understood. In the present study, transcriptome and metabolome analyses were performed on five tissues of P. taeda. A total of 40.4 million clean reads were obtained and assembled into 108,663 unigenes. These were compared with five databases, revealing 39,576 annotated unigenes. A total of 13,491 differentially expressed genes (DEGs) were observed in 10 comparison groups. Of these, 487 unigenes exhibited significantly different expressions in specific tissues of P. taeda. The DEGs were explored using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes metabolic pathway analysis. We identified 343 and 173 candidate unigenes related to the biosynthesis of terpenoids and flavonoids, respectively. These included 62 R2R3-MYB, 30 MYB, 15 WRKY, seven bHLH, seven ERF, six ZIP, five AP2, and one WD40 genes that acted as regulators in flavonoid and/or terpenoid biosynthesis. Additionally, metabolomics analysis detected 528 metabolites, among which 168 were flavonoids. A total of 493 differentially accumulated metabolites (DAMs) were obtained in 10 comparison groups. The 3,7-Di-O-methyl quercetin was differentially accumulated in all the comparison groups. The combined transcriptome and metabolome analyses revealed 219 DEGs that were significantly correlated with 45 DAMs. Our study provides valuable genomic and metabolome information for understanding P. taeda at the molecular level, providing a foundation for the further development of P. taeda-related pharmaceutical industry.</p>
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页数:14
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共 47 条
[1]   Transcriptome and metabolite analyses reveal the complex metabolic genes involved in volatile terpenoid biosynthesis in garden sage (Salvia officinalis) [J].
Ali, Mohammed ;
Li, Penghui ;
She, Guangbiao ;
Chen, Daofu ;
Wan, Xiaochun ;
Zhao, Jian .
SCIENTIFIC REPORTS, 2017, 7
[2]   MYB transcription factors that colour our fruit [J].
Allan, Andrew C. ;
Hellens, Roger P. ;
Laing, William A. .
TRENDS IN PLANT SCIENCE, 2008, 13 (03) :99-102
[3]   A Novel Integrated Method for Large-Scale Detection, Identification, and Quantification of Widely Targeted Metabolites: Application in the Study of Rice Metabolomics [J].
Chen, Wei ;
Gong, Liang ;
Guo, Zilong ;
Wang, Wensheng ;
Zhang, Hongyan ;
Liu, Xianqing ;
Yu, Sibin ;
Xiong, Lizhong ;
Luo, Jie .
MOLECULAR PLANT, 2013, 6 (06) :1769-1780
[4]   Structural and Functional Analysis of VQ Motif-Containing Proteins in Arabidopsis as Interacting Proteins of WRKY Transcription Factors [J].
Cheng, Yuan ;
Zhou, Yuan ;
Yang, Yan ;
Chi, Ying-Jun ;
Zhou, Jie ;
Chen, Jian-Ye ;
Wang, Fei ;
Fan, Baofang ;
Shi, Kai ;
Zhou, Yan-Hong ;
Yu, Jing-Quan ;
Chen, Zhixiang .
PLANT PHYSIOLOGY, 2012, 159 (02) :810-+
[5]   Isolation and characterization of a novel cDNA encoding methyl jasmonate-responsive transcription factor TcAP2 from Taxus cuspidata [J].
Dai, Yiling ;
Qin, Qiulin ;
Dai, Dalin ;
Kong, Lisheng ;
Li, Wei ;
Zha, Xiaojun ;
Jin, Yuanjie ;
Tang, Kexuan .
BIOTECHNOLOGY LETTERS, 2009, 31 (11) :1801-1809
[6]   Plant volatiles as method of communication [J].
Das, Amitabha ;
Lee, Sook-Hee ;
Hyun, Tae Kyung ;
Kim, Seon-Won ;
Kim, Jae-Yean .
PLANT BIOTECHNOLOGY REPORTS, 2013, 7 (01) :9-26
[7]   Mining the Biodiversity of Plants: A Revolution in the Making [J].
De Luca, Vincenzo ;
Salim, Vonny ;
Atsumi, Sayaka Masada ;
Yu, Fang .
SCIENCE, 2012, 336 (6089) :1658-1661
[8]   Integrated metabolome and transcriptome analysis of Magnolia champaca identifies biosynthetic pathways for floral volatile organic compounds [J].
Dhandapani, Savitha ;
Jin, Jingjing ;
Sridhar, Vishweshwaran ;
Sarojam, Rajani ;
Chua, Nam-Hai ;
Jang, In-Cheol .
BMC GENOMICS, 2017, 18
[9]   Anthocyanins accumulation and molecular analysis of correlated genes by metabolome and transcriptome in green and purple asparaguses (Asparagus officinalis, L.) [J].
Dong, Tingting ;
Han, Rongpeng ;
Yu, Jiawen ;
Zhu, Mingku ;
Zhang, Yi ;
Gong, Ying ;
Li, Zongyun .
FOOD CHEMISTRY, 2019, 271 :18-28
[10]   Chemical constituents and antioxidant properties of Matricaria recutita and Chamaemelum nobile essential oil growing in south west of Iran [J].
Farhoudi, Roozbeh ;
Lee, Dong-Jin .
FREE RADICAL BIOLOGY AND MEDICINE, 2017, 108 :S24-S24