Metagenomic analysis of bacterial endophyte community structure and functions in Panax ginseng at different ages

被引:42
|
作者
Hong, Chi Eun [1 ]
Kim, Jang Uk [1 ]
Lee, Jung Woo [1 ]
Bang, Kyong Hwan [1 ]
Jo, Ick Hyun [1 ]
机构
[1] Rural Dev Adm, Natl Inst Hort & Herbal Sci, Dept Herbal Crop Res, Eumseong 27709, South Korea
关键词
Panax ginseng; Bacterial endophyte; Shotgun metagenomics; Siderophore; ANTIFUNGAL ACTIVITY; PLANT-AGE; DIVERSITY; GROWTH; ROOT; GENOMICS;
D O I
10.1007/s13205-019-1838-x
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
This study investigated the root-associated bacterial endophytes of Panax ginseng at different ages by shotgun metagenomic analysis. After mapping metagenome data to the complete ginseng genome to identify unmapped sequences, we predicted the structure and functions of ginseng bacterial endophytes by metagenomic rapid annotation using subsystems technology analysis. While Proteobacteria and Actinobacteria were the predominant phyla in all samples (2-6-year-old roots), class Alphaproteobacteria was most abundant in 3-, 4-, and 5-year-old plants. We found that 3-year-old P. ginseng had a 0.66% unmapped rate against the whole ginseng genome and showed the greatest diversity of endophytic bacteria (alpha diversity=299). Prediction of endophytic bacterial functions at different ages by SEED subsystem analysis revealed that siderophore and auxin-related traits-which are known to promote plant growth-were most highly represented in 3-year-old plants. This was supported by a gene frequency analysis of plant growth-promoting genes, including those responsible for solubilization of phosphate and nitrogen metabolism, using BLASTn. These results suggest that endophytic bacteria of the P. ginseng root affect plant growth. Furthermore, the isolation and purification of plant growth-promoting endophytes identified in this study could promote sustainable cultivation of ginseng in the future.
引用
收藏
页数:8
相关论文
共 50 条
  • [41] Determination of 10 ginsenosides in Panax ginseng of different harvest times based on HPLC fingerprints and principal component analysis
    Chen, Fengqin
    Luo, Jianguang
    Kong, Lingyi
    NATURAL PRODUCT RESEARCH, 2013, 27 (09) : 851 - 854
  • [42] Metagenomic Analysis of Bacterial Community Structure and Dynamics of a Digestate and a More Stabilized Digestate-Derived Compost from Agricultural Waste
    Mang, Stefania Mirela
    Trotta, Vincenzo
    Scopa, Antonio
    Camele, Ippolito
    PROCESSES, 2022, 10 (02)
  • [43] Discrimination of Panax ginseng Roots Cultivated in Different Areas in Korea Using HPLC-ELSD and Principal Component Analysis
    Lee, Dae-Young
    Cho, Jin-Gyeong
    Lee, Min-Kyung
    Lee, Jae-Woong
    Lee, Youn-Hyung
    Yang, Deok-Chun
    Baek, Nam-In
    JOURNAL OF GINSENG RESEARCH, 2011, 35 (01) : 31 - 38
  • [44] Metagenomic and Metatranscriptomic Analysis of Microbial Community Structure and Gene Expression of Activated Sludge
    Yu, Ke
    Zhang, Tong
    PLOS ONE, 2012, 7 (05):
  • [45] Microbiological Analysis and Metagenomic Profiling of the Bacterial Community of an Anthropogenic Soil Modified from Typic Haploxererts
    Barbaccia, Pietro
    Dazzi, Carmelo
    Franciosi, Elena
    Di Gerlando, Rosalia
    Settanni, Luca
    Lo Papa, Giuseppe
    LAND, 2022, 11 (05)
  • [46] Metagenomic analysis of the microbial community structure in protected wetlands in the Maritza River Basin
    Iliev, Ivan
    Marhova, Mariana
    Kostadinova, Sonya
    Gochev, Velizar
    Tsankova, Marinela
    Ivanova, Angelina
    Yahubyan, Galina
    Baev, Vesselin
    BIOTECHNOLOGY & BIOTECHNOLOGICAL EQUIPMENT, 2019, 33 (01) : 1721 - 1732
  • [47] Metagenomic Analysis of the Indian Ocean Picocyanobacterial Community: Structure, Potential Function and Evolution
    Diez, Beatriz
    Nylander, Johan A. A.
    Ininbergs, Karolina
    Dupont, Christopher L.
    Allen, Andrew E.
    Yooseph, Shibu
    Rusch, Douglas B.
    Bergman, Birgitta
    PLOS ONE, 2016, 11 (05):
  • [48] Metagenomic and proteomic analysis of bacterial retting community and proteome profile in the degumming process of kenaf bast
    Xu, Huan
    Zhang, Lixia
    Feng, Xiangyuan
    Yang, Qi
    Zheng, Ke
    Duan, Shengwen
    Cheng, Lifeng
    BMC PLANT BIOLOGY, 2022, 22 (01)
  • [49] Metagenomic Analysis of Bacterial and Fungal Community Composition Associated with Paulownia elongata x Paulownia fortunei
    Wozniak, Malgorzata
    Grzadziel, Jaroslaw
    Galazka, Anna
    Frac, Magdalena
    BIORESOURCES, 2019, 14 (04): : 8511 - 8529
  • [50] Viral abundance, community structure and correlation with bacterial community in soils of different cover plants
    Liang, Xiaolong
    Wang, Yusong
    Zhang, Ying
    Zhuang, Jie
    Radosevich, Mark
    APPLIED SOIL ECOLOGY, 2021, 168