Doud Devin F R, Woyke Tanja
DOE Joint Genome Institute, Walnut Creek, CA 94598, USA.
FEMS Microbiol Rev. 2017 Jul 1;41(4):538-548. doi: 10.1093/femsre/fux009.
Deeper sequencing and improved bioinformatics in conjunction with single-cell and metagenomic approaches continue to illuminate undercharacterized environmental microbial communities. This has propelled the 'who is there, and what might they be doing' paradigm to the uncultivated and has already radically changed the topology of the tree of life and provided key insights into the microbial contribution to biogeochemistry. While characterization of 'who' based on marker genes can describe a large fraction of the community, answering 'what are they doing' remains the elusive pinnacle for microbiology. Function-driven single-cell genomics provides a solution by using a function-based screen to subsample complex microbial communities in a targeted manner for the isolation and genome sequencing of single cells. This enables single-cell sequencing to be focused on cells with specific phenotypic or metabolic characteristics of interest. Recovered genomes are conclusively implicated for both encoding and exhibiting the feature of interest, improving downstream annotation and revealing activity levels within that environment. This emerging approach has already improved our understanding of microbial community functioning and facilitated the experimental analysis of uncharacterized gene product space. Here we provide a comprehensive review of strategies that have been applied for function-driven single-cell genomics and the future directions we envision.
深度测序以及与单细胞和宏基因组方法相结合的改进型生物信息学,继续为特征描述不足的环境微生物群落带来新的认识。这推动了“那里有谁,它们可能在做什么”的范式向未培养微生物发展,已经从根本上改变了生命之树的拓扑结构,并为微生物对生物地球化学的贡献提供了关键见解。虽然基于标记基因对“谁”的特征描述可以涵盖很大一部分群落,但回答“它们在做什么”仍然是微生物学难以企及的巅峰。功能驱动的单细胞基因组学提供了一种解决方案,即通过基于功能的筛选,有针对性地对复杂微生物群落进行二次抽样,以分离单细胞并进行基因组测序。这使得单细胞测序能够专注于具有特定感兴趣表型或代谢特征的细胞。获得的基因组最终被证明既编码又表现出感兴趣的特征,改善了下游注释,并揭示了该环境中的活性水平。这种新兴方法已经增进了我们对微生物群落功能的理解,并促进了对未表征基因产物空间的实验分析。在此,我们全面综述了已应用于功能驱动单细胞基因组学的策略以及我们设想的未来方向。