Nayfach Stephen, Pollard Katherine S
Genome Biol. 2015 Mar 25;16(1):51. doi: 10.1186/s13059-015-0611-7.
Average genome size is an important, yet often overlooked, property of microbial communities. We developed MicrobeCensus to rapidly and accurately estimate average genome size from shotgun metagenomic data and applied our tool to 1,352 human microbiome samples. We found that average genome size differs significantly within and between body sites and tracks with major functional and taxonomic differences. In the gut, average genome size is positively correlated with the abundance of Bacteroides and genes related to carbohydrate metabolism. Importantly, we found that average genome size variation can bias comparative analyses, and that normalization improves detection of differentially abundant genes.
平均基因组大小是微生物群落的一个重要但常被忽视的特性。我们开发了MicrobeCensus,用于从鸟枪法宏基因组数据中快速准确地估计平均基因组大小,并将我们的工具应用于1352个人类微生物组样本。我们发现,身体部位内部和之间的平均基因组大小存在显著差异,并且与主要的功能和分类差异相关。在肠道中,平均基因组大小与拟杆菌的丰度以及与碳水化合物代谢相关的基因呈正相关。重要的是,我们发现平均基因组大小的变化会使比较分析产生偏差,而标准化则能提高对差异丰富基因的检测。