Hong Kong Baptist University, Kowloon Tong, Kowloon, Hong Kong, SAR.
NUS Environmental Research Institute, National University of Singapore, Singapore, 117411, Singapore.
Appl Microbiol Biotechnol. 2022 Jun;106(12):4643-4654. doi: 10.1007/s00253-022-12020-y. Epub 2022 Jun 14.
Reconstruction of genomes from environmental metagenomes offers an excellent prospect for studying the metabolic potential of organisms resilient to isolation in laboratory conditions. Here, we assembled 12 high-quality metagenome-assembled genomes (MAGs) with an estimated completion of ≥ 90% from cow and buffalo rumen metagenomes. Average nucleotide identity (ANI) score-based screening with an existing database suggests the novelty of these genomes. Gene prediction led to the identification of 30,359 protein-encoding genes (PEGs) across 12 genomes, of which only 44.8% were annotated against a specific functional attribute. Further analysis revealed the presence of 985 carbohydrate-active enzymes (CAZymes) from more than 50 glycoside hydrolase families, of which 90% do not have a proper match in the CAZy database. Genome mining revealed the presence of a high frequency of plant biomass deconstructing genes in Bacteroidetes MAGs compared to Firmicutes. The results strongly indicate that the rumen chamber harbors high numbers of deeply branched and as-yet uncultured microbes that encode novel CAZymes, candidates for prospective usage in plant biomass-hydrolyzing and biofuels industries. KEY POINTS: • Genome binning plays a crucial role in revealing the metabolic potential of uncultivable microbes. • Assembled 12 novel genomes from cow and buffalo rumen metagenome datasets. • High frequency of plant biomass deconstructing genes identified in Bacteroidetes MAGs.
从环境宏基因组重建基因组为研究在实验室条件下具有隔离抗性的生物的代谢潜力提供了极好的前景。在这里,我们从奶牛和水牛瘤胃液宏基因组中组装了 12 个高质量的宏基因组组装基因组(MAG),估计完成度≥90%。基于平均核苷酸同一性(ANI)得分的现有数据库筛选表明这些基因组具有新颖性。基因预测导致在 12 个基因组中鉴定了 30359 个蛋白质编码基因(PEGs),其中只有 44.8%针对特定功能属性进行了注释。进一步分析显示,在超过 50 个糖苷水解酶家族中存在 985 种碳水化合物活性酶(CAZymes),其中 90%在 CAZy 数据库中没有合适的匹配。基因组挖掘显示,与厚壁菌门相比,拟杆菌门 MAG 中存在大量植物生物质解构基因的高频出现。结果强烈表明,瘤胃液室中蕴藏着大量深分支且尚未培养的微生物,这些微生物编码新型 CAZymes,是植物生物质水解和生物燃料工业中潜在应用的候选物。要点:
基因组 binning 在揭示不可培养微生物的代谢潜力方面起着至关重要的作用。
从奶牛和水牛瘤胃液宏基因组数据集组装了 12 个新的基因组。
在拟杆菌门 MAG 中鉴定出高频的植物生物质解构基因。