Average genome size: a potential source of bias in comparative metagenomics

被引:49
作者
Beszteri, Bank [1 ]
Temperton, Ben [2 ]
Frickenhaus, Stephan [3 ]
Giovannoni, Stephen J. [1 ]
机构
[1] Oregon State Univ, Dept Microbiol, Corvallis, OR 97331 USA
[2] Plymouth Marine Lab, Plymouth, Devon, England
[3] Alfred Wegener Inst Polar & Marine Res, D-2850 Bremerhaven, Germany
关键词
metagenomics; statistics; sampling bias;
D O I
10.1038/ismej.2010.29
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
In gene-centric comparative metagenomics, differences in observed relative gene abundances among samples are often assumed to reflect the biological importance of individual genes in different habitats. Statistical tests and data mining for genes that represent habitat-specific adaptations are frequently based on this measure. We demonstrate that this measure is biased by the average genome size of the communities sampled. Average genome sizes can be estimated from the metagenomic data themselves, and taken into account in comparative analyses. We suggest that this would enable ecologically more meaningful comparisons, especially when the average genome sizes of compared communities differ substantially. We illustrate the influence of average genome-size differences on comparative analyses, with an example to highlight the need for further exploration of this bias. The ISME Journal (2010) 4, 1075-1077; doi:10.1038/ismej.2010.29; published online 25 March 2010
引用
收藏
页码:1075 / 1077
页数:3
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