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

被引:55
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
来源
BMC GENOMICS | 2014年 / 15卷
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
  • [1] Metabolic Reconstruction for Metagenomic Data and Its Application to the Human Microbiome
    Abubucker, Sahar
    Segata, Nicola
    Goll, Johannes
    Schubert, Alyxandria M.
    Izard, Jacques
    Cantarel, Brandi L.
    Rodriguez-Mueller, Beltran
    Zucker, Jeremy
    Thiagarajan, Mathangi
    Henrissat, Bernard
    White, Owen
    Kelley, Scott T.
    Methe, Barbara
    Schloss, Patrick D.
    Gevers, Dirk
    Mitreva, Makedonka
    Huttenhower, Curtis
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (06)
  • [2] The rpoB gene as a tool for clinical microbiologists
    Adekambi, Toidi
    Drancourt, Michel
    Raoult, Didier
    [J]. TRENDS IN MICROBIOLOGY, 2009, 17 (01) : 37 - 45
  • [3] Analyzing and minimizing PCR amplification bias in Illumina sequencing libraries
    Aird, Daniel
    Ross, Michael G.
    Chen, Wei-Sheng
    Danielsson, Maxwell
    Fennell, Timothy
    Russ, Carsten
    Jaffe, David B.
    Nusbaum, Chad
    Gnirke, Andreas
    [J]. GENOME BIOLOGY, 2011, 12 (02)
  • [4] BASIC LOCAL ALIGNMENT SEARCH TOOL
    ALTSCHUL, SF
    GISH, W
    MILLER, W
    MYERS, EW
    LIPMAN, DJ
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) : 403 - 410
  • [5] The RAST server: Rapid annotations using subsystems technology
    Aziz, Ramy K.
    Bartels, Daniela
    Best, Aaron A.
    DeJongh, Matthew
    Disz, Terrence
    Edwards, Robert A.
    Formsma, Kevin
    Gerdes, Svetlana
    Glass, Elizabeth M.
    Kubal, Michael
    Meyer, Folker
    Olsen, Gary J.
    Olson, Robert
    Osterman, Andrei L.
    Overbeek, Ross A.
    McNeil, Leslie K.
    Paarmann, Daniel
    Paczian, Tobias
    Parrello, Bruce
    Pusch, Gordon D.
    Reich, Claudia
    Stevens, Rick
    Vassieva, Olga
    Vonstein, Veronika
    Wilke, Andreas
    Zagnitko, Olga
    [J]. BMC GENOMICS, 2008, 9 (1)
  • [6] Vibrio casei sp nov., isolated from the surfaces of two French red smear soft cheeses
    Bleicher, Anne
    Neuhaus, Klaus
    Scherer, Siegfried
    [J]. INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, 2010, 60 : 1745 - 1749
  • [7] Cultures for the ripening of smear cheeses
    Bockelmann, W
    Willems, KP
    Neve, H
    Heller, KH
    [J]. INTERNATIONAL DAIRY JOURNAL, 2005, 15 (6-9) : 719 - 732
  • [8] Facility-Specific "House" Microbiome Drives Microbial Landscapes of Artisan Cheesemaking Plants
    Bokulich, Nicholas A.
    Mills, David A.
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2013, 79 (17) : 5214 - 5223
  • [9] Agrococcus casei sp nov., isolated from the surfaces of smear-ripened cheeses
    Bora, Nagamani
    Vancanneyt, Marc
    Gelsomino, Roberto
    Swings, Jean
    Brennan, Noelle
    Cogan, Timothy M.
    Larpin, Sandra
    Desmasures, Nathalie
    Lechner, Frieda Eliskases
    Kroppenstedt, Reiner M.
    Ward, Alan C.
    Goodfellow, Michael
    [J]. INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, 2007, 57 : 92 - 97
  • [10] Food fermentations: Microorganisms with technological beneficial use
    Bourdichon, Francois
    Casaregola, Serge
    Farrokh, Choreh
    Frisvad, Jens C.
    Gerds, Monica L.
    Hammes, Walter P.
    Harnett, James
    Huys, Geert
    Laulund, Svend
    Ouwehand, Arthur
    Powell, Ian B.
    Prajapati, Jashbhai B.
    Seto, Yasuyuki
    Ter Schure, Eelko
    Van Boven, Aart
    Vankerckhoven, Vanessa
    Zgoda, Annabelle
    Tuijtelaars, Sandra
    Hansen, Egon Bech
    [J]. INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2012, 154 (03) : 87 - 97