BMC Bioinformatics. 2013;14 Suppl 15(Suppl 15):S4. doi: 10.1186/1471-2105-14-S15-S4. Epub 2013 Oct 15.
Models of ancestral gene order reconstruction have progressively integrated different evolutionary patterns and processes such as unequal gene content, gene duplications, and implicitly sequence evolution via reconciled gene trees. These models have so far ignored lateral gene transfer, even though in unicellular organisms it can have an important confounding effect, and can be a rich source of information on the function of genes through the detection of transfers of clusters of genes.
We report an algorithm together with its implementation, DeCoLT, that reconstructs ancestral genome organization based on reconciled gene trees which summarize information on sequence evolution, gene origination, duplication, loss, and lateral transfer. DeCoLT optimizes in polynomial time on the number of rearrangements, computed as the number of gains and breakages of adjacencies between pairs of genes. We apply DeCoLT to 1099 gene families from 36 cyanobacteria genomes.
DeCoLT is able to reconstruct adjacencies in 35 ancestral bacterial genomes with a thousand gene families in a few hours, and detects clusters of co-transferred genes. DeCoLT may also be used with any relationship between genes instead of adjacencies, to reconstruct ancestral interactions, functions or complexes.
祖先基因顺序重建模型逐渐整合了不同的进化模式和过程,如不等基因含量、基因重复以及通过协调的基因树隐含的序列进化。这些模型迄今为止忽略了侧向基因转移,尽管在单细胞生物中,它可能会产生重要的混淆效应,并且可以通过检测基因簇的转移,为基因的功能提供丰富的信息。
我们报告了一种算法及其实现,即 DeCoLT,它基于概括了序列进化、基因起源、复制、丢失和侧向转移信息的协调基因树来重建祖先基因组组织。DeCoLT 可以在多项式时间内对重排数量进行优化,计算方法为基因对之间相邻关系的增益和断裂次数。我们将 DeCoLT 应用于 36 个蓝藻基因组中的 1099 个基因家族。
DeCoLT 能够在数小时内重建具有一千个基因家族的 35 个细菌祖先基因组中的相邻关系,并检测到共转移基因簇。DeCoLT 也可以与基因之间的任何关系(而不是相邻关系)一起使用,以重建祖先的相互作用、功能或复合物。