Construction of a dairy microbial genome catalog opens new perspectives for the metagenomic analysis of dairy fermented products

被引:58
作者
Almeida, Mathieu [1 ,2 ,3 ,9 ]
Hebert, Agnes [4 ]
Abraham, Anne-Laure [1 ,2 ]
Rasmussen, Simon [5 ]
Monnet, Christophe [4 ,6 ]
Pons, Nicolas [3 ]
Delbes, Celine [7 ]
Loux, Valentin [8 ]
Batto, Jean-Michel [3 ]
Leonard, Pierre [3 ]
Kennedy, Sean [3 ]
Ehrlich, Stanislas Dusko [3 ]
Pop, Mihai [9 ]
Montel, Marie-Christine [7 ]
Irlinger, Francoise [4 ,6 ]
Renault, Pierre [1 ,2 ]
机构
[1] INRA, MICALIS, UMR 1319, F-78352 Jouy En Josas, France
[2] AgroParisTech, UMR MICALIS, F-78352 Jouy En Josas, France
[3] INRA, MGP, US 1367, F-78352 Jouy En Josas, France
[4] AgroParisTech, GMPA, UMR 782, F-78850 Thiverval Grignon, France
[5] Tech Univ Denmark, Ctr Biol Sequence Anal, DK-2800 Lyngby, Denmark
[6] INRA, GMPA, UMR 782, F-78850 Thiverval Grignon, France
[7] INRA, URF, UR 545, F-15000 Aurillac, France
[8] INRA, MIG, UR 1077, F-78352 Jouy En Josas, France
[9] Univ Maryland, Dept Comp Sci, Ctr Bioinformat & Computat Biol, College Pk, MD 20742 USA
关键词
Genomic libraries; Genome sequencing; Sequence assembly; Next-generation sequencing; Comparative genomics; Metagenomics; Food bacteria; Dairy ecosystems; RED-SMEAR CHEESE; GRADIENT GEL-ELECTROPHORESIS; LACTIC-ACID BACTERIA; RIBOSOMAL-RNA GENE; CASEI SP NOV; HIGH-THROUGHPUT; RIPENED CHEESES; TEMPORAL TEMPERATURE; SURFACE CONSORTIA; DNA-SEQUENCE;
D O I
10.1186/1471-2164-15-1101
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
Background: Microbial communities of traditional cheeses are complex and insufficiently characterized. The origin, safety and functional role in cheese making of these microbial communities are still not well understood. Metagenomic analysis of these communities by high throughput shotgun sequencing is a promising approach to characterize their genomic and functional profiles. Such analyses, however, critically depend on the availability of appropriate reference genome databases against which the sequencing reads can be aligned. Results: We built a reference genome catalog suitable for short read metagenomic analysis using a low-cost sequencing strategy. We selected 142 bacteria isolated from dairy products belonging to 137 different species and 67 genera, and succeeded to reconstruct the draft genome of 117 of them at a standard or high quality level, including isolates from the genera Kluyvera, Luteococcus and Marinilactibacillus, still missing from public database. To demonstrate the potential of this catalog, we analysed the microbial composition of the surface of two smear cheeses and one blue-veined cheese, and showed that a significant part of the microbiota of these traditional cheeses was composed of microorganisms newly sequenced in our study. Conclusions: Our study provides data, which combined with publicly available genome references, represents the most expansive catalog to date of cheese-associated bacteria. Using this extended dairy catalog, we revealed the presence in traditional cheese of dominant microorganisms not deliberately inoculated, mainly Gram-negative genera such as Pseudoalteromonas haloplanktis or Psychrobacter immobilis, that may contribute to the characteristics of cheese produced through traditional methods.
引用
收藏
页数:16
相关论文
共 68 条
[21]   High-Throughput Sequencing and Metagenomics: Moving Forward in the Culture-Independent Analysis of Food Microbial Ecology [J].
Ercolini, Danilo .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2013, 79 (10) :3148-3155
[22]   "Remake" by High-Throughput Sequencing of the Microbiota Involved in the Production of Water Buffalo Mozzarella Cheese [J].
Ercolini, Danilo ;
De Filippis, Francesca ;
La Storia, Antonietta ;
Iacono, Michele .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2012, 78 (22) :8142-8145
[23]   The Complete Genome of Propionibacterium freudenreichii CIRM-BIA1T, a Hardy Actinobacterium with Food and Probiotic Applications [J].
Falentin, Helene ;
Deutsch, Stephanie-Marie ;
Jan, Gwenael ;
Loux, Valentin ;
Thierry, Anne ;
Parayre, Sandrine ;
Maillard, Marie-Bernadette ;
Dherbecourt, Julien ;
Cousin, Fabien J. ;
Jardin, Julien ;
Siguier, Patricia ;
Couloux, Arnaud ;
Barbe, Valerie ;
Vacherie, Benoit ;
Wincker, Patrick ;
Gibrat, Jean-Francois ;
Gaillardin, Claude ;
Lortal, Sylvie .
PLOS ONE, 2010, 5 (07) :1-12
[24]   Does smearing inoculum reflect the bacterial composition of the smear at the end of the ripening of a French soft, red-smear cheese? [J].
Feurer, C ;
Vallaeys, T ;
Corrieu, G ;
Irlinger, F .
JOURNAL OF DAIRY SCIENCE, 2004, 87 (10) :3189-3197
[25]   Assessment of the rind microbial diversity in a farm house-produced vs a pasteurized industrially produced soft red-smear cheese using both cultivation and rDNA-based methods [J].
Feurer, C ;
Irlinger, F ;
Spinnler, HE ;
Glaser, P ;
Vallaeys, T .
JOURNAL OF APPLIED MICROBIOLOGY, 2004, 97 (03) :546-556
[26]   Biodiversity and growth dynamics of lactic acid bacteria in artisanal PDO Ossau-Iraty cheeses made from raw ewe's milk with different starters [J].
Feutry, Fabienne ;
Oneca, Maria ;
Berthier, Francoise ;
Torre, Paloma .
FOOD MICROBIOLOGY, 2012, 29 (01) :33-42
[27]   Surface microbiota analysis of Taleggio, Gorgonzola, Casera, Scimudin and Formaggio di Fossa Italian cheeses [J].
Fontana, Cecilia ;
Cappa, Fabrizio ;
Rebecchi, Annalisa ;
Cocconcelli, Pier Sandro .
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2010, 138 (03) :205-211
[28]   Commercial ripening starter microorganisms inoculated into cheese milk do not successfully establish themselves in the resident microbial ripening consortia of a South German red smear cheese [J].
Goerges, Stefanie ;
Mounier, Jerome ;
Rea, Mary C. ;
Gelsomino, Roberto ;
Heise, Valeska ;
Beduhn, Ruediger ;
Cogan, Timothy M. ;
Vancanneyt, Marc ;
Scherer, Siegfried .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2008, 74 (07) :2210-2217
[29]   CAP3: A DNA sequence assembly program [J].
Huang, XQ ;
Madan, A .
GENOME RESEARCH, 1999, 9 (09) :868-877
[30]   Integrative analysis of environmental sequences using MEGAN4 [J].
Huson, Daniel H. ;
Mitra, Suparna ;
Ruscheweyh, Hans-Joachim ;
Weber, Nico ;
Schuster, Stephan C. .
GENOME RESEARCH, 2011, 21 (09) :1552-1560