Metagenomic Analysis of Kimchi, a Traditional Korean Fermented Food

被引:378
作者
Jung, Ji Young
Lee, Se Hee
Kim, Jeong Myeong
Park, Moon Su
Bae, Jin-Woo [2 ]
Hahn, Yoonsoo
Madsen, Eugene L. [3 ]
Jeon, Che Ok [1 ]
机构
[1] Chung Ang Univ, Dept Life Sci, Sch Biol Sci, Res Ctr Biomol & Biosyst, Seoul 156756, South Korea
[2] Kyung Hee Univ, Dept Biol, Seoul 130701, South Korea
[3] Cornell Univ, Dept Microbiol, Ithaca, NY 14853 USA
关键词
16S RIBOSOMAL-RNA; LACTIC-ACID BACTERIA; MICROBIAL-POPULATION DYNAMICS; COMPLETE GENOME SEQUENCE; COMMUNITY STRUCTURE; SP NOV; PCR; H-1-NMR; GENES;
D O I
10.1128/AEM.02157-10
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
Kimchi, a traditional food in the Korean culture, is made from vegetables by fermentation. In this study, metagenomic approaches were used to monitor changes in bacterial populations, metabolic potential, and overall genetic features of the microbial community during the 29-day fermentation process. Metagenomic DNA was extracted from kimchi samples obtained periodically and was sequenced using a 454 GS FLX Titanium system, which yielded a total of 701,556 reads, with an average read length of 438 bp. Phylogenetic analysis based on 16S rRNA genes from the metagenome indicated that the kimchi microbiome was dominated by members of three genera: Leuconostoc, Lactobacillus, and Weissella. Assignment of metagenomic sequences to SEED categories of the Metagenome Rapid Annotation using Subsystem Technology (MG-RAST) server revealed a genetic profile characteristic of heterotrophic lactic acid fermentation of carbohydrates, which was supported by the detection of mannitol, lactate, acetate, and ethanol as fermentation products. When the metagenomic reads were mapped onto the database of completed genomes, the Leuconostoc mesenteroides subsp. mesenteroides ATCC 8293 and Lactobacillus sakei subsp. sakei 23K genomes were highly represented. These same two genera were confirmed to be important in kimchi fermentation when the majority of kimchi metagenomic sequences showed very high identity to Leuconostoc mesenteroides and Lactobacillus genes. Besides microbial genome sequences, a surprisingly large number of phage DNA sequences were identified from the cellular fractions, possibly indicating that a high proportion of cells were infected by bacteriophages during fermentation. Overall, these results provide insights into the kimchi microbial community and also shed light on fermentation processes carried out broadly by complex microbial communities.
引用
收藏
页码:2264 / 2274
页数:11
相关论文
共 61 条
[31]   Sequence Analysis of Leuconostoc mesenteroides Bacteriophage Φ1-A4 Isolated from an Industrial Vegetable Fermentation [J].
Lu, Z. ;
Altermann, E. ;
Breidt, F. ;
Kozyavkin, S. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2010, 76 (06) :1955-1966
[32]   Comparative genomics of the lactic acid bacteria [J].
Makarova, K. ;
Slesarev, A. ;
Wolf, Y. ;
Sorokin, A. ;
Mirkin, B. ;
Koonin, E. ;
Pavlov, A. ;
Pavlova, N. ;
Karamychev, V. ;
Polouchine, N. ;
Shakhova, V. ;
Grigoriev, I. ;
Lou, Y. ;
Rohksar, D. ;
Lucas, S. ;
Huang, K. ;
Goodstein, D. M. ;
Hawkins, T. ;
Plengvidhya, V. ;
Welker, D. ;
Hughes, J. ;
Goh, Y. ;
Benson, A. ;
Baldwin, K. ;
Lee, J. -H. ;
Diaz-Muniz, I. ;
Dosti, B. ;
Smeianov, V. ;
Wechter, W. ;
Barabote, R. ;
Lorca, G. ;
Altermann, E. ;
Barrangou, R. ;
Ganesan, B. ;
Xie, Y. ;
Rawsthorne, H. ;
Tamir, D. ;
Parker, C. ;
Breidt, F. ;
Broadbent, J. ;
Hutkins, R. ;
O'Sullivan, D. ;
Steele, J. ;
Unlu, G. ;
Saier, M. ;
Klaenhammer, T. ;
Richardson, P. ;
Kozyavkin, S. ;
Weimer, B. ;
Mills, D. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (42) :15611-15616
[33]   Metagenomic analysis of two enhanced biological phosphorus removal (EBPR) sludge communities [J].
Martin, Hector Garcia ;
Ivanova, Natalia ;
Kunin, Victor ;
Warnecke, Falk ;
Barry, Kerrie W. ;
McHardy, Alice C. ;
Yeates, Christine ;
He, Shaomei ;
Salamov, Asaf A. ;
Szeto, Ernest ;
Dalin, Eileen ;
Putnam, Nik H. ;
Shapiro, Harris J. ;
Pangilinan, Jasmyn L. ;
Rigoutsos, Isidore ;
Kyrpides, Nikos C. ;
Blackall, Linda Louise ;
McMahon, Katherine D. ;
Hugenholtz, Philip .
NATURE BIOTECHNOLOGY, 2006, 24 (10) :1263-1269
[34]  
MCFEETERS R F, 1986, Food Microbiology (London), V3, P73, DOI 10.1016/S0740-0020(86)80029-6
[35]   The metagenomics RAST server - a public resource for the automatic phylogenetic and functional analysis of metagenomes [J].
Meyer, F. ;
Paarmann, D. ;
D'Souza, M. ;
Olson, R. ;
Glass, E. M. ;
Kubal, M. ;
Paczian, T. ;
Rodriguez, A. ;
Stevens, R. ;
Wilke, A. ;
Wilkening, J. ;
Edwards, R. A. .
BMC BIOINFORMATICS, 2008, 9 (1)
[36]   Bacterial carbon processing by generalist species in the coastal ocean [J].
Mou, Xiaozhen ;
Sun, Shulei ;
Edwards, Robert A. ;
Hodson, Robert E. ;
Moran, Mary Ann .
NATURE, 2008, 451 (7179) :708-U4
[37]   Quantifying the significance of phage attack on starter cultures: a mechanistic model for population dynamics of phage and their hosts isolated from fermenting sauerkraut [J].
Mudgal, P. ;
Breidt, F., Jr. ;
Lubkin, S. R. ;
Sandeep, K. P. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2006, 72 (06) :3908-3915
[38]   Metatranscriptome analysis of lactic acid bacteria during kimchi fermentation with genome-probing microarrays [J].
Nam, Young-Do ;
Chang, Ho-Won ;
Kim, Kyoung-Ho ;
Roh, Seong Woon ;
Bae, Jin-Woo .
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2009, 130 (02) :140-146
[39]   Artificial and natural duplicates in pyrosequencing reads of metagenomic data [J].
Niu, Beifang ;
Fu, Limin ;
Sun, Shulei ;
Li, Weizhong .
BMC BIOINFORMATICS, 2010, 11
[40]   Application of Quantitative Real-Time PCR for Enumeration of Total Bacterial, Archaeal, and Yeast Populations in Kimchi [J].
Park, Eun-Jin ;
Chang, Ho-Won ;
Kim, Kyoung-Ho ;
Nam, Young-Do ;
Roh, Seong Woon ;
Bae, Jin-Woo .
JOURNAL OF MICROBIOLOGY, 2009, 47 (06) :682-685