Applying meta-pathway analyses through metagenomics to identify the functional properties of the major bacterial communities of a single spontaneous cocoa bean fermentation process sample

被引:66
作者
Illeghems, Koen [1 ]
Weckx, Stefan [1 ]
De Vuyst, Luc [1 ]
机构
[1] Vrije Univ Brussel, Fac Sci & Bioengn Sci, Res Grp Ind Microbiol & Food Biotechnol IMDO, Brussels, Belgium
关键词
Cocoa bean fermentation; Functional metagenomics; Meta-pathway analysis; 454; pyrosequencing; LACTIC-ACID BACTERIA; COMPLETE GENOME SEQUENCE; STARTER CULTURE; KLUYVEROMYCES-MARXIANUS; ACETOBACTER-PASTEURIANUS; MICROBIAL INTERACTIONS; HEAP FERMENTATION; SPECIES-DIVERSITY; DYNAMICS; STRAINS;
D O I
10.1016/j.fm.2015.03.005
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
A high-resolution functional metagenomic analysis of a representative single sample of a Brazilian spontaneous cocoa bean fermentation process was carried out to gain insight into its bacterial community functioning. By reconstruction of microbial meta-pathways based on metagenomic data, the current knowledge about the metabolic capabilities of bacterial members involved in the cocoa bean fermentation ecosystem was extended. Functional meta-pathway analysis revealed the distribution of the metabolic pathways between the bacterial members involved. The metabolic capabilities of the lactic acid bacteria present were most associated with the heterolactic fermentation and citrate assimilation pathways. The role of Enterobacteriaceae in the conversion of substrates was shown through the use of the mixed-acid fermentation and methylglyoxal detoxification pathways. Furthermore, several other potential functional roles for Enterobacteriaceae were indicated, such as pectinolysis and citrate assimilation. Concerning acetic acid bacteria, metabolic pathways were partially reconstructed, in particular those related to responses toward stress, explaining their metabolic activities during cocoa bean fermentation processes. Further, the in-depth metagenomic analysis unveiled functionalities involved in bacterial competitiveness, such as the occurrence of CRISPRs and potential bacteriocin production. Finally, comparative analysis of the metagenomic data with bacterial genomes of cocoa bean fermentation isolates revealed the applicability of the selected strains as functional starter cultures. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:54 / 63
页数:10
相关论文
共 81 条
[41]   Interesting Starter Culture Strains for Controlled Cocoa Bean Fermentation Revealed by Simulated Cocoa Pulp Fermentations of Cocoa-Specific Lactic Acid Bacteria [J].
Lefeber, Timothy ;
Janssens, Maarten ;
Moens, Frederic ;
Gobert, William ;
De Vuyst, Luc .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2011, 77 (18) :6694-6698
[42]   Dynamics and species diversity of communities of lactic acid bacteria and acetic acid bacteria during spontaneous cocoa bean fermentation in vessels [J].
Lefeber, Timothy ;
Gobert, William ;
Vrancken, Gino ;
Camu, Nicholas ;
De Vuyst, Luc .
FOOD MICROBIOLOGY, 2011, 28 (03) :457-464
[43]   Kinetic Analysis of Strains of Lactic Acid Bacteria and Acetic Acid Bacteria in Cocoa Pulp Simulation Media toward Development of a Starter Culture for Cocoa Bean Fermentation [J].
Lefeber, Timothy ;
Janssens, Maarten ;
Camu, Nicholas ;
De Vuyst, Luc .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2010, 76 (23) :7708-7716
[44]   Functional meat starter cultures for improved sausage fermentation [J].
Leroy, F ;
Verluyten, J ;
De Vuyst, L .
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2006, 106 (03) :270-285
[45]   Lactic acid bacteria as functional starter cultures for the food fermentation industry [J].
Leroy, F ;
De Vuyst, L .
TRENDS IN FOOD SCIENCE & TECHNOLOGY, 2004, 15 (02) :67-78
[46]   Levels of biogenic amines as a measure of the quality of the beer fermentation process: Data from Belgian samples [J].
Loret, S ;
Deloyer, P ;
Dandrifosse, G .
FOOD CHEMISTRY, 2005, 89 (04) :519-525
[47]   A preliminary metagenomic study of puer tea during pile fermentation [J].
Lyu, Changyong ;
Chen, Chaoyin ;
Ge, Feng ;
Liu, Diqiu ;
Zhao, Shenglan ;
Chen, Dan .
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2013, 93 (13) :3165-3174
[48]   GenDB -: an open source genome annotation system for prokaryote genomes [J].
Meyer, F ;
Goesmann, A ;
McHardy, AC ;
Bartels, D ;
Bekel, T ;
Clausen, J ;
Kalinowski, J ;
Linke, B ;
Rupp, O ;
Giegerich, R ;
Pühler, A .
NUCLEIC ACIDS RESEARCH, 2003, 31 (08) :2187-2195
[49]   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)
[50]   Oxidation of Metabolites Highlights the Microbial Interactions and Role of Acetobacter pasteurianus during Cocoa Bean Fermentation [J].
Moens, Frederic ;
Lefeber, Timothy ;
De Vuyst, Luc .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2014, 80 (06) :1848-1857