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泛基因组:从多个基因组中自动重建具有代表性的物种代谢模型。

pan-Draft: automated reconstruction of species-representative metabolic models from multiple genomes.

机构信息

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.

出版信息

Genome Biol. 2024 Oct 25;25(1):280. doi: 10.1186/s13059-024-03425-1.

Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f799/11515315/9584d7c25095/13059_2024_3425_Fig1_HTML.jpg

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