基因组
计算生物学
生物
药物发现
序列空间
序列(生物学)
化学空间
基因
生物信息学
遗传学
数学
巴拿赫空间
纯数学
作者
Pierre-Yves Colin,Bálint Kintses,Fabrice Gielen,C.M. Miton,Gerhard W. Fischer,Mark F. Mohamed,Marko Hyvönen,Diego Morgavi,Dick B. Janssen,Florian Hollfelder
摘要
Unculturable bacterial communities provide a rich source of biocatalysts, but their experimental discovery by functional metagenomics is difficult, because the odds are stacked against the experimentor. Here we demonstrate functional screening of a million-membered metagenomic library in microfluidic picolitre droplet compartments. Using bait substrates, new hydrolases for sulfate monoesters and phosphotriesters were identified, mostly based on promiscuous activities presumed not to be under selection pressure. Spanning three protein superfamilies, these break new ground in sequence space: promiscuity now connects enzymes with only distantly related sequences. Most hits could not have been predicted by sequence analysis, because the desired activities have never been ascribed to similar sequences, showing how this approach complements bioinformatic harvesting of metagenomic sequencing data. Functional screening of a library of unprecedented size with excellent assay sensitivity has been instrumental in identifying rare genes constituting catalytically versatile hubs in sequence space as potential starting points for the acquisition of new functions.
科研通智能强力驱动
Strongly Powered by AbleSci AI