Chemical and Biochemical Engineering Department, Rutgers University, Piscataway, NJ 08854, USA.
Toxicol Appl Pharmacol. 2013 Sep 15;271(3):363-71. doi: 10.1016/j.taap.2010.09.009. Epub 2010 Sep 17.
Pathway-based information has become an important source of information for both establishing evolutionary relationships and understanding the mode of action of a chemical or pharmaceutical among species. Cross-species comparison of pathways can address two broad questions: comparison in order to inform evolutionary relationships and to extrapolate species differences used in a number of different applications including drug and toxicity testing. Cross-species comparison of metabolic pathways is complex as there are multiple features of a pathway that can be modeled and compared. Among the various methods that have been proposed, reaction alignment has emerged as the most successful at predicting phylogenetic relationships based on NCBI taxonomy. We propose an improvement of the reaction alignment method by accounting for sequence similarity in addition to reaction alignment method. Using nine species, including human and some model organisms and test species, we evaluate the standard and improved comparison methods by analyzing glycolysis and citrate cycle pathways conservation. In addition, we demonstrate how organism comparison can be conducted by accounting for the cumulative information retrieved from nine pathways in central metabolism as well as a more complete study involving 36 pathways common in all nine species. Our results indicate that reaction alignment with enzyme sequence similarity results in a more accurate representation of pathway specific cross-species similarities and differences based on NCBI taxonomy.
基于途径的信息已成为建立进化关系和了解化学物质或药物在物种间作用模式的重要信息来源。物种间途径的比较可以解决两个广泛的问题:比较以了解进化关系,并推断出在许多不同应用中包括药物和毒性测试中使用的物种差异。代谢途径的跨物种比较很复杂,因为途径有多个可以建模和比较的特征。在已经提出的各种方法中,反应比对方法基于 NCBI 分类学预测系统发育关系方面最为成功。我们提出了一种改进的反应比对方法,除了反应比对方法外,还考虑了序列相似性。使用包括人类和一些模式生物和测试生物在内的九个物种,我们通过分析糖酵解和柠檬酸循环途径的保守性来评估标准和改进的比较方法。此外,我们还展示了如何通过考虑从中获得的累积信息来进行生物比较在中心代谢中共有 9 条途径以及更完整的研究涉及所有 9 个物种共有的 36 条途径。我们的结果表明,基于 NCBI 分类学,具有酶序列相似性的反应比对方法可更准确地表示途径特异性的跨物种相似性和差异。