Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.
Department of Bioengineering, University of California-Berkeley, Berkeley, CA, 94720, USA.
Mol Syst Biol. 2024 Nov;20(11):1207-1229. doi: 10.1038/s44320-024-00068-z. Epub 2024 Oct 7.
Our ability to predict, control, or design biological function is fundamentally limited by poorly annotated gene function. This can be particularly challenging in non-model systems. Accordingly, there is motivation for new high-throughput methods for accurate functional annotation. Here, we used complementation of auxotrophs and DNA barcode sequencing (Coaux-Seq) to enable high-throughput characterization of protein function. Fragment libraries from eleven genetically diverse bacteria were tested in twenty different auxotrophic strains of Escherichia coli to identify genes that complement missing biochemical activity. We recovered 41% of expected hits, with effectiveness ranging per source genome, and observed success even with distant E. coli relatives like Bacillus subtilis and Bacteroides thetaiotaomicron. Coaux-Seq provided the first experimental validation for 53 proteins, of which 11 are less than 40% identical to an experimentally characterized protein. Among the unexpected function identified was a sulfate uptake transporter, an O-succinylhomoserine sulfhydrylase for methionine synthesis, and an aminotransferase. We also identified instances of cross-feeding wherein protein overexpression and nearby non-auxotrophic strains enabled growth. Altogether, Coaux-Seq's utility is demonstrated, with future applications in ecology, health, and engineering.
我们预测、控制或设计生物功能的能力从根本上受到注释不佳的基因功能的限制。在非模式系统中,这可能特别具有挑战性。因此,需要新的高通量方法来进行准确的功能注释。在这里,我们使用营养缺陷型互补和 DNA 条码测序(Coaux-Seq)来实现蛋白质功能的高通量表征。从十一种遗传上不同的细菌中获得的片段文库在二十种不同的大肠杆菌营养缺陷型菌株中进行测试,以鉴定能够补充缺失生化活性的基因。我们回收了预期命中的 41%,每个来源基因组的有效性各不相同,甚至在大肠杆菌的远亲如枯草芽孢杆菌和拟杆菌属中也观察到了成功。Coaux-Seq 首次对 53 种蛋白质进行了实验验证,其中 11 种蛋白质与经过实验表征的蛋白质的相似度低于 40%。在鉴定出的意外功能中,有一个硫酸盐转运蛋白、一个用于甲硫氨酸合成的 O-琥珀酰高丝氨酸硫内酯酶和一个氨基转移酶。我们还发现了交叉喂养的情况,其中蛋白质过表达和附近的非营养缺陷型菌株能够促进生长。总的来说,Coaux-Seq 的实用性得到了证明,未来在生态学、健康和工程学方面有应用前景。