Department of Life Science and Biochemical Engineering, Graduate School, Sun Moon University, Asan, 31460, Korea.
Department of Computer Science and Engineering, Sun Moon University, Asan, 31460, Korea.
BMC Genom Data. 2022 Jan 6;23(1):4. doi: 10.1186/s12863-021-01020-y.
Metabolism including anabolism and catabolism is a prerequisite phenomenon for all living organisms. Anabolism refers to the synthesis of the entire compound needed by a species. Catabolism refers to the breakdown of molecules to obtain energy. Many metabolic pathways are undisclosed and many organism-specific enzymes involved in metabolism are misplaced. When predicting a specific metabolic pathway of a microorganism, the first and foremost steps is to explore available online databases. Among many online databases, KEGG and MetaCyc pathway databases were used to deduce trehalose metabolic network for bacteria Variovorax sp. PAMC28711. Trehalose, a disaccharide, is used by the microorganism as an alternative carbon source.
While using KEGG and MetaCyc databases, we found that the KEGG pathway database had one missing enzyme (maltooligosyl-trehalose synthase, EC 5.4.99.15). The MetaCyc pathway database also had some enzymes. However, when we used RAST to annotate the entire genome of Variovorax sp. PAMC28711, we found that all enzymes that were missing in KEGG and MetaCyc databases were involved in the trehalose metabolic pathway.
Findings of this study shed light on bioinformatics tools and raise awareness among researchers about the importance of conducting detailed investigation before proceeding with any further work. While such comparison for databases such as KEGG and MetaCyc has been done before, it has never been done with a specific microbial pathway. Such studies are useful for future improvement of bioinformatics tools to reduce limitations.
新陈代谢包括合成代谢和分解代谢,是所有生物的前提现象。合成代谢是指合成物种所需的整个化合物。分解代谢是指分子分解以获取能量。许多代谢途径尚未公开,许多参与代谢的生物体特异性酶被放置在错误的位置。在预测微生物的特定代谢途径时,首要步骤是探索可用的在线数据库。在许多在线数据库中,KEGG 和 MetaCyc 途径数据库被用于推断细菌 Variovorax sp. PAMC28711 的海藻糖代谢网络。海藻糖是一种二糖,被微生物用作替代碳源。
在使用 KEGG 和 MetaCyc 数据库时,我们发现 KEGG 途径数据库缺少一种酶(麦芽寡糖海藻糖合酶,EC 5.4.99.15)。MetaCyc 途径数据库也有一些酶。然而,当我们使用 RAST 注释 Variovorax sp. PAMC28711 的整个基因组时,我们发现 KEGG 和 MetaCyc 数据库中缺失的所有酶都参与了海藻糖代谢途径。
本研究的结果阐明了生物信息学工具,并使研究人员意识到在进行任何进一步的工作之前,进行详细调查的重要性。虽然之前已经对 KEGG 和 MetaCyc 等数据库进行了此类比较,但从未对特定微生物途径进行过此类比较。此类研究有助于未来改进生物信息学工具,以减少限制。