Metagenomic analysis and functional characterization of the biogas microbiome using high throughput shotgun sequencing and a novel binning strategy

被引:201
作者
Campanaro, Stefano [1 ]
Treu, Laura [2 ]
Kougias, Panagiotis G. [2 ]
De Francisci, Davide [2 ]
Valle, Giorgio [1 ]
Angelidaki, Irini [2 ]
机构
[1] Univ Padua, Dept Biol, Via U Bassi 58-B, I-35131 Padua, Italy
[2] Tech Univ Denmark, Dept Environm Engn, DK-2800 Lyngby, Denmark
关键词
Anaerobic digestion; Biogas; Metagenomics; Next-generation sequencing; Microbial community structure; Binning; Methanogens; Archaea; Bacteria; COMPLETE GENOME SEQUENCE; ANAEROBIC-DIGESTION; ACETATE OXIDATION; METHANOGENIC PATHWAY; WEB SERVER; COMMUNITY; REACTORS; METHANE; GENE; DIVERSITY;
D O I
10.1186/s13068-016-0441-1
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: Biogas production is an economically attractive technology that has gained momentum worldwide over the past years. Biogas is produced by a biologically mediated process, widely known as "anaerobic digestion." This process is performed by a specialized and complex microbial community, in which different members have distinct roles in the establishment of a collective organization. Deciphering the complex microbial community engaged in this process is interesting both for unraveling the network of bacterial interactions and for applicability potential to the derived knowledge. Results: In this study, we dissect the bioma involved in anaerobic digestion by means of high throughput Illumina sequencing (similar to 51 gigabases of sequence data), disclosing nearly one million genes and extracting 106 microbial genomes by a novel strategy combining two binning processes. Microbial phylogeny and putative taxonomy performed using >400 proteins revealed that the biogas community is a trove of new species. A new approach based on functional properties as per network representation was developed to assign roles to the microbial species. The organization of the anaerobic digestion microbiome is resembled by a funnel concept, in which the microbial consortium presents a progressive functional specialization while reaching the final step of the process (i.e., methanogenesis). Key microbial genomes encoding enzymes involved in specific metabolic pathways, such as carbohydrates utilization, fatty acids degradation, amino acids fermentation, and syntrophic acetate oxidation, were identified. Additionally, the analysis identified a new uncultured archaeon that was putatively related to Methanomassiliicoccales but surprisingly having a methylotrophic methanogenic pathway. Conclusion: This study is a pioneer research on the phylogenetic and functional characterization of the microbial community populating biogas reactors. By applying for the first time high-throughput sequencing and a novel binning strategy, the identified genes were anchored to single genomes providing a clear understanding of their metabolic pathways and highlighting their involvement in anaerobic digestion. The overall research established a reference catalog of biogas microbial genomes that will greatly simplify future genomic studies.
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页数:17
相关论文
共 82 条
[1]   Eubacteria and archaea communities in seven mesophile anaerobic digester plants in Germany [J].
Abendroth, Christian ;
Vilanova, Cristina ;
Guenther, Thomas ;
Luschnig, Olaf ;
Porcar, Manuel .
BIOTECHNOLOGY FOR BIOFUELS, 2015, 8
[2]   EFFECT OF MEDIUM COMPOSITION AND SLUDGE REMOVAL ON THE PRODUCTION, COMPOSITION, AND ARCHITECTURE OF THERMOPHILIC (55-DEGREES-C) ACETATE-UTILIZING GRANULES FROM AN UPFLOW ANAEROBIC SLUDGE BLANKET REACTOR [J].
AHRING, BK ;
SCHMIDT, JE ;
WINTHERNIELSEN, M ;
MACARIO, AJL ;
DEMACARIO, EC .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1993, 59 (08) :2538-2545
[3]   Genome sequences of rare, uncultured bacteria obtained by differential coverage binning of multiple metagenomes [J].
Albertsen, Mads ;
Hugenholtz, Philip ;
Skarshewski, Adam ;
Nielsen, Kare L. ;
Tyson, Gene W. ;
Nielsen, Per H. .
NATURE BIOTECHNOLOGY, 2013, 31 (06) :533-+
[4]  
Alneberg J, 2014, NAT METHODS, V11, P1144, DOI [10.1038/NMETH.3103, 10.1038/nmeth.3103]
[5]  
BARKER H. ALBERT, 1936, ARCH MIKROBIOL, V7, P404, DOI 10.1007/BF00407413
[6]   Biogas Upgrading via Hydrogenotrophic Methanogenesis in Two-Stage Continuous Stirred Tank Reactors at Mesophilic and Thermophilic Conditions [J].
Bassani, Ilaria ;
Kougias, Panagiotis G. ;
Treu, Laura ;
Angelidaki, Irini .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2015, 49 (20) :12585-12593
[7]  
Batstone DJ, 2002, WATER SCI TECHNOL, V45, P65
[8]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[9]   Deeply sequenced metagenome and metatranscriptome of a biogas-producing microbial community from an agricultural production-scale biogas plant [J].
Bremges, Andreas ;
Maus, Irena ;
Belmann, Peter ;
Eikmeyer, Felix ;
Winkler, Anika ;
Albersmeier, Andreas ;
Puehler, Alfred ;
Schlueter, Andreas ;
Sczyrba, Alexander .
GIGASCIENCE, 2015, 4
[10]   Complete genome sequence of Thermanaerovibrio acidaminovorans type strain (Su883T) [J].
Chovatia, Mansi ;
Sikorski, Johannes ;
Schroeder, Maren ;
Lapidus, Alla ;
Nolan, Matt ;
Tice, Hope ;
Del Rio, Tijana Glavina ;
Copeland, Alex ;
Cheng, Jan-Fang ;
Lucas, Susan ;
Chen, Feng ;
Bruce, David ;
Goodwin, Lynne ;
Pitluck, Sam ;
Ivanova, Natalia ;
Mavromatis, Konstantinos ;
Ovchinnikova, Galina ;
Pati, Amrita ;
Chen, Amy ;
Palaniappan, Krishna ;
Land, Miriam ;
Hauser, Loren ;
Chang, Yun-Juan ;
Jeffries, Cynthia D. ;
Chain, Patrick ;
Saunders, Elizabeth ;
Detter, John C. ;
Brettin, Thomas ;
Rohde, Manfred ;
Goeker, Markus ;
Spring, Stefan ;
Bristow, Jim ;
Markowitz, Victor ;
Hugenholtz, Philip ;
Kyrpides, Nikos C. ;
Klenk, Hans-Peter ;
Eisen, Jonathan A. .
STANDARDS IN GENOMIC SCIENCES, 2009, 1 (03) :254-261