Department of Biology, University of Padova, Via U. Bassi 58/B, Padua, 35121, Italy.
Evolutionary Ecology and Genetics, Zoological Institute, Kiel University, Kiel, 24118, Germany.
Genome Biol. 2024 Oct 25;25(1):280. doi: 10.1186/s13059-024-03425-1.
The accurate reconstruction of genome-scale metabolic models (GEMs) for unculturable species poses challenges due to the incomplete and fragmented genetic information typical of metagenome-assembled genomes (MAGs). While existing tools leverage sequence homology from single genomes, this study introduces pan-Draft, a pan-reactome-based approach exploiting recurrent genetic evidence to determine the solid core structure of species-level GEMs. By comparing MAGs clustered at the species-level, pan-Draft addresses the issues due to the incompleteness and contamination of individual genomes, providing high-quality draft models and an accessory reactions catalog supporting the gapfilling step. This approach will improve our comprehension of metabolic functions of uncultured species.
由于宏基因组组装基因组 (MAGs) 中典型的不完整和碎片化的遗传信息,对不可培养物种进行基因组规模代谢模型 (GEMs) 的精确重建带来了挑战。虽然现有工具利用来自单个基因组的序列同源性,但本研究引入了 pan-Draft,这是一种基于泛反应组的方法,利用反复出现的遗传证据来确定物种级 GEMs 的坚实核心结构。通过比较在物种水平聚类的 MAGs,pan-Draft 解决了单个基因组不完整和污染的问题,提供了高质量的草案模型和支持缺口填充步骤的辅助反应目录。这种方法将提高我们对未培养物种代谢功能的理解。