From genomics to metagenomics

被引:47
作者
Desai, Narayan [1 ]
Antonopoulos, Dion [2 ,3 ]
Gilbert, Jack A. [2 ,4 ]
Glass, Elizabeth M. [1 ]
Meyer, Folker [1 ,2 ]
机构
[1] Argonne Natl Lab, Math & Comp Sci Div, Argonne, IL 60439 USA
[2] Argonne Natl Lab, Inst Genom & Syst Biol, Argonne, IL 60439 USA
[3] Argonne Natl Lab, Biosci Div, Argonne, IL 60439 USA
[4] Univ Chicago, Dept Ecol & Evolut, Chicago, IL 60637 USA
关键词
PHYLOGENETIC CLASSIFICATION; ASSEMBLER; SERVER; BLAST;
D O I
10.1016/j.copbio.2011.12.017
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Next-generation sequencing has changed metagenomics. However, sequencing DNA is no longer the bottleneck, rather, the bottleneck is computational analysis and also interpretation. Computational cost is the obvious issue, as is tool limitations, considering most of the tools we routinely use have been built for clonal genomics or are being adapted to microbial communities. The current trend in metagenomics analysis is toward reducing computational costs through improved algorithms and through analysis strategies. Data sharing and interoperability between tools are critical, since computation for metagenomic datasets is very high.
引用
收藏
页码:72 / 76
页数:5
相关论文
共 38 条
[1]   Gapped BLAST and PSI-BLAST: a new generation of protein database search programs [J].
Altschul, SF ;
Madden, TL ;
Schaffer, AA ;
Zhang, JH ;
Zhang, Z ;
Miller, W ;
Lipman, DJ .
NUCLEIC ACIDS RESEARCH, 1997, 25 (17) :3389-3402
[2]   Using the miraEST assembler for reliable and automated mRNA transcript assembly and SNP detection in sequenced ESTs [J].
Chevreux, B ;
Pfisterer, T ;
Drescher, B ;
Driesel, AJ ;
Müller, WEG ;
Wetter, T ;
Suhai, S .
GENOME RESEARCH, 2004, 14 (06) :1147-1159
[3]   The Genomic Standards Consortium [J].
Field, Dawn ;
Amaral-Zettler, Linda ;
Cochrane, Guy ;
Cole, James R. ;
Dawyndt, Peter ;
Garrity, George M. ;
Gilbert, Jack ;
Gloeckner, Frank Oliver ;
Hirschman, Lynette ;
Karsch-Mizrachi, Ilene ;
Klenk, Hans-Peter ;
Knight, Rob ;
Kottmann, Renzo ;
Kyrpides, Nikos ;
Meyer, Folker ;
San Gil, Inigo ;
Sansone, Susanna-Assunta ;
Schriml, Lynn M. ;
Sterk, Peter ;
Tatusova, Tatiana ;
Ussery, David W. ;
White, Owen ;
Wooley, John .
PLOS BIOLOGY, 2011, 9 (06)
[4]   Meeting report: GSC M5 roundtable at the 13th International Society for Microbial Ecology meeting in Seattle, WA, USA August 22–27, 2010 [J].
Jack A. Gilbert ;
Folker Meyer ;
Rob Knight ;
Dawn Field ;
Nikos Kyrpides ;
Pelin Yilmaz ;
John Wooley .
Standards in Genomic Sciences, 2010, 3 (3) :235-239
[5]   The Taxonomic and Functional Diversity of Microbes at a Temperate Coastal Site: A 'Multi-Omic' Study of Seasonal and Diel Temporal Variation [J].
Gilbert, Jack A. ;
Field, Dawn ;
Swift, Paul ;
Thomas, Simon ;
Cummings, Denise ;
Temperton, Ben ;
Weynberg, Karen ;
Huse, Susan ;
Hughes, Margaret ;
Joint, Ian ;
Somerfield, Paul J. ;
Muehling, Martin .
PLOS ONE, 2010, 5 (11)
[6]   Detection of Large Numbers of Novel Sequences in the Metatranscriptomes of Complex Marine Microbial Communities [J].
Gilbert, Jack A. ;
Field, Dawn ;
Huang, Ying ;
Edwards, Rob ;
Li, Weizhong ;
Gilna, Paul ;
Joint, Ian .
PLOS ONE, 2008, 3 (08)
[7]   Rfam: an RNA family database [J].
Griffiths-Jones, S ;
Bateman, A ;
Marshall, M ;
Khanna, A ;
Eddy, SR .
NUCLEIC ACIDS RESEARCH, 2003, 31 (01) :439-441
[8]   The CRISPRdb database and tools to display CRISPRs and to generate dictionaries of spacers and repeats [J].
Grissa, Ibtissem ;
Vergnaud, Gilles ;
Pourcel, Christine .
BMC BIOINFORMATICS, 2007, 8 (1)
[9]  
Gusfield D., 1997, Algorithms on Strings, Trees, and Sequences-Computer Science and Computational Biology, DOI [DOI 10.1017/CBO9780511574931, 10.1017/CBO9780511574931]
[10]  
Kent WJ, 2002, GENOME RES, V12, P656, DOI [10.1101/gr.229202, 10.1101/gr.229202. Article published online before March 2002]