Nakamura Yoji, Itoh Takeshi, Matsuda Hideo, Gojobori Takashi
Center for Information Biology and DNA Data Bank of Japan, National Institute of Genetics, Research Organization of Information and Systems, 1111 Yata, Mishima, Shizuoka 411-8540, Japan.
Nat Genet. 2004 Jul;36(7):760-6. doi: 10.1038/ng1381. Epub 2004 Jun 20.
Horizontal gene transfer is one of the main mechanisms contributing to microbial genome diversification. To clarify the overall picture of interspecific gene flow among prokaryotes, we developed a new method for detecting horizontally transferred genes and their possible donors by Bayesian inference with training models for nucleotide composition. Our method gives the average posterior probability (horizontal transfer index) for each gene sequence, with a low horizontal transfer index indicating recent horizontal transfer. We found that 14% of open reading frames in 116 prokaryotic complete genomes were subjected to recent horizontal transfer. Based on this data set, we quantitatively determined that the biological functions of horizontally transferred genes, except mobile element genes, are biased to three categories: cell surface, DNA binding and pathogenicity-related functions. Thus, the transferability of genes seems to depend heavily on their functions.
水平基因转移是导致微生物基因组多样化的主要机制之一。为了阐明原核生物种间基因流动的总体情况,我们开发了一种新方法,通过基于核苷酸组成训练模型的贝叶斯推理来检测水平转移基因及其可能的供体。我们的方法为每个基因序列给出平均后验概率(水平转移指数),水平转移指数低表明最近发生了水平转移。我们发现,116个原核生物完整基因组中14%的开放阅读框最近经历了水平转移。基于该数据集,我们定量确定,除移动元件基因外,水平转移基因的生物学功能偏向于三类:细胞表面、DNA结合和致病性相关功能。因此,基因的可转移性似乎在很大程度上取决于它们的功能。