DegePrime, a Program for Degenerate Primer Design for Broad-Taxonomic-Range PCR in Microbial Ecology Studies

被引:355
作者
Hugerth, Luisa W. [1 ]
Wefer, Hugo A. [2 ]
Lundin, Sverker [1 ]
Jakobsson, Hedvig E. [3 ,4 ]
Lindberg, Mathilda [2 ]
Rodin, Sandra [3 ,4 ]
Engstrand, Lars [2 ]
Andersson, Anders F. [1 ]
机构
[1] KTH Royal Inst Technol, Sci Life Lab, Sch Biotechnol, Div Gene Technol, Stockholm, Sweden
[2] Karolinska Inst, Dept Microbiol Tumor & Cell Biol, Sci Life Lab, Stockholm, Sweden
[3] Swedish Inst Communicable Dis Control, Dept Preparedness, Stockholm, Sweden
[4] Karolinska Inst, Dept Microbiol Tumor & Cell Biol, Stockholm, Sweden
关键词
BACTERIAL COMMUNITY COMPOSITION; HUMAN GUT MICROBIOTA; RNA GENE DATABASE; DIVERSITY; SEQUENCES;
D O I
10.1128/AEM.01403-14
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
The taxonomic composition of a microbial community can be deduced by analyzing its rRNA gene content by, e. g., high-throughput DNA sequencing or DNA chips. Such methods typically are based on PCR amplification of rRNA gene sequences using broad-taxonomic-range PCR primers. In these analyses, the use of optimal primers is crucial for achieving an unbiased representation of community composition. Here, we present the computer program DegePrime that, for each position of a multiple sequence alignment, finds a degenerate oligomer of as high coverage as possible and outputs its coverage among taxonomic divisions. We show that our novel heuristic, which we call weighted randomized combination, performs better than previously described algorithms for solving the maximum coverage degenerate primer design problem. We previously used DegePrime to design a broad-taxonomic-range primer pair that targets the bacterial V3-V4 region (341F-805R) (D. P. Herlemann, M. Labrenz, K. Jurgens, S. Bertilsson, J. J. Waniek, and A. F. Andersson, ISME J. 5:1571-1579, 2011, http://dx.doi.org/10.1038/ismej.2011.41), and here we use the program to significantly increase the coverage of a primer pair (515F-806R) widely used for Illumina-based surveys of bacterial and archaeal diversity. By comparison with shotgun metagenomics, we show that the primers give an accurate representation of microbial diversity in natural samples.
引用
收藏
页码:5116 / 5123
页数:8
相关论文
共 27 条
[1]   Low diversity of the gut microbiota in infants with atopic eczema [J].
Abrahamsson, Thomas R. ;
Jakobsson, Hedvig E. ;
Andersson, Anders F. ;
Bjorksten, Bengt ;
Engstrand, Lars ;
Jenmalm, Maria C. .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2012, 129 (02) :434-U244
[2]   Comparative Analysis of Human Gut Microbiota by Barcoded Pyrosequencing [J].
Andersson, Anders F. ;
Lindberg, Mathilda ;
Jakobsson, Hedvig ;
Backhed, Fredrik ;
Nyren, Pal ;
Engstrand, Lars .
PLOS ONE, 2008, 3 (07)
[3]   Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample [J].
Caporaso, J. Gregory ;
Lauber, Christian L. ;
Walters, William A. ;
Berg-Lyons, Donna ;
Lozupone, Catherine A. ;
Turnbaugh, Peter J. ;
Fierer, Noah ;
Knight, Rob .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 :4516-4522
[4]   The Ribosomal Database Project: improved alignments and new tools for rRNA analysis [J].
Cole, J. R. ;
Wang, Q. ;
Cardenas, E. ;
Fish, J. ;
Chai, B. ;
Farris, R. J. ;
Kulam-Syed-Mohideen, A. S. ;
McGarrell, D. M. ;
Marsh, T. ;
Garrity, G. M. ;
Tiedje, J. M. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D141-D145
[5]   Greengenes, a chimera-checked 16S rRNA gene database and workbench compatible with ARB [J].
DeSantis, T. Z. ;
Hugenholtz, P. ;
Larsen, N. ;
Rojas, M. ;
Brodie, E. L. ;
Keller, K. ;
Huber, T. ;
Dalevi, D. ;
Hu, P. ;
Andersen, G. L. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2006, 72 (07) :5069-5072
[6]   Bacterial Community Composition in the Water Column of a Lake Formed by a Former Uranium Open Pit Mine [J].
Edberg, Frida ;
Andersson, Anders F. ;
Holmstrom, Sara J. M. .
MICROBIAL ECOLOGY, 2012, 64 (04) :870-880
[7]   Search and clustering orders of magnitude faster than BLAST [J].
Edgar, Robert C. .
BIOINFORMATICS, 2010, 26 (19) :2460-2461
[8]   Transitions in bacterial communities along the 2000 km salinity gradient of the Baltic Sea [J].
Herlemann, Daniel P. R. ;
Labrenz, Matthias ;
Juergens, Klaus ;
Bertilsson, Stefan ;
Waniek, Joanna J. ;
Andersson, Anders F. .
ISME JOURNAL, 2011, 5 (10) :1571-1579
[9]  
Hugenholtz P, 2002, GENOME BIOL, V3
[10]   Optimization of annealing temperature to reduce bias caused by a primer mismatch in multitemplate PCR [J].
Ishii, K ;
Fukui, M .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2001, 67 (08) :3753-3755