Microbial interactions: from networks to models

被引:2611
作者
Faust, Karoline [1 ,2 ]
Raes, Jeroen [1 ,2 ]
机构
[1] VIB, Dept Biol Struct, Brussels, Belgium
[2] Vrije Univ Brussel, Dept Appl Biol Sci DBIT, Brussels, Belgium
关键词
COOCCURRENCE PATTERNS; ASSOCIATION NETWORKS; METAGENOMIC ANALYSIS; COMMUNITY STRUCTURE; NEUTRAL-THEORY; BACTERIAL; DIVERSITY; DATABASE; DYNAMICS; ECOLOGY;
D O I
10.1038/nrmicro2832
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Metagenomics and 16S pyrosequencing have enabled the study of ecosystem structure and dynamics to great depth and accuracy. Co-occurrence and correlation patterns found in these data sets are increasingly used for the prediction of species interactions in environments ranging from the oceans to the human microbiome. In addition, parallelized co-culture assays and combinatorial labelling experiments allow high-throughput discovery of cooperative and competitive relationships between species. In this Review, we describe how these techniques are opening the way towards global ecosystem network prediction and the development of ecosystem-wide dynamic models.
引用
收藏
页码:538 / 550
页数:13
相关论文
共 117 条
[1]  
Agrawal R., 1993, SIGMOD Record, V22, P207, DOI 10.1145/170036.170072
[2]  
Aitchison J., 2003, CONCISE GUIDE COMPOS
[3]  
[Anonymous], 2003, The Struggle for Existence
[4]   Enterotypes of the human gut microbiome [J].
Arumugam, Manimozhiyan ;
Raes, Jeroen ;
Pelletier, Eric ;
Le Paslier, Denis ;
Yamada, Takuji ;
Mende, Daniel R. ;
Fernandes, Gabriel R. ;
Tap, Julien ;
Bruls, Thomas ;
Batto, Jean-Michel ;
Bertalan, Marcelo ;
Borruel, Natalia ;
Casellas, Francesc ;
Fernandez, Leyden ;
Gautier, Laurent ;
Hansen, Torben ;
Hattori, Masahira ;
Hayashi, Tetsuya ;
Kleerebezem, Michiel ;
Kurokawa, Ken ;
Leclerc, Marion ;
Levenez, Florence ;
Manichanh, Chaysavanh ;
Nielsen, H. Bjorn ;
Nielsen, Trine ;
Pons, Nicolas ;
Poulain, Julie ;
Qin, Junjie ;
Sicheritz-Ponten, Thomas ;
Tims, Sebastian ;
Torrents, David ;
Ugarte, Edgardo ;
Zoetendal, Erwin G. ;
Wang, Jun ;
Guarner, Francisco ;
Pedersen, Oluf ;
de Vos, Willem M. ;
Brunak, Soren ;
Dore, Joel ;
Weissenbach, Jean ;
Ehrlich, S. Dusko ;
Bork, Peer .
NATURE, 2011, 473 (7346) :174-180
[5]   A synthetic Escherichia coli predator-prey ecosystem [J].
Balagadde, Frederick K. ;
Song, Hao ;
Ozaki, Jun ;
Collins, Cynthia H. ;
Barnet, Matthew ;
Arnold, Frances H. ;
Quake, Stephen R. ;
You, Lingchong .
MOLECULAR SYSTEMS BIOLOGY, 2008, 4 (1)
[6]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[7]   Using network analysis to explore co-occurrence patterns in soil microbial communities [J].
Barberan, Albert ;
Bates, Scott T. ;
Casamayor, Emilio O. ;
Fierer, Noah .
ISME JOURNAL, 2012, 6 (02) :343-351
[8]   Experimental demonstration of chaos in a microbial food web [J].
Becks, L ;
Hilker, FM ;
Malchow, H ;
Jürgens, K ;
Arndt, H .
NATURE, 2005, 435 (7046) :1226-1229
[9]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[10]   A predictive model for transcriptional control of physiology in a free living cell [J].
Bonneau, Richard ;
Facciotti, Marc T. ;
Reiss, David J. ;
Schmid, Amy K. ;
Pan, Min ;
Kaur, Amardeep ;
Thorsson, Vesteinn ;
Shannon, Paul ;
Johnson, Michael H. ;
Bare, J. Christopher ;
Longabaugh, William ;
Vuthoori, Madhavi ;
Whitehead, Kenia ;
Madar, Aviv ;
Suzuki, Lena ;
Mori, Tetsuya ;
Chang, Dong-Eun ;
DiRuggiero, Jocelyne ;
Johnson, Carl H. ;
Hood, Leroy ;
Baliga, Nitin S. .
CELL, 2007, 131 (07) :1354-1365