Department of Biochemistry, University of Illinois at Urbana Champaign, Urbana, IL 61801, USA.
Proc Natl Acad Sci U S A. 2012 Mar 13;109(11):4122-7. doi: 10.1073/pnas.1112081109. Epub 2012 Mar 5.
The rapid advance in genome sequencing presents substantial challenges for protein functional assignment, with half or more of new protein sequences inferred from these genomes having uncertain assignments. The assignment of enzyme function in functionally diverse superfamilies represents a particular challenge, which we address through a combination of computational predictions, enzymology, and structural biology. Here we describe the results of a focused investigation of a group of enzymes in the enolase superfamily that are involved in epimerizing dipeptides. The first members of this group to be functionally characterized were Ala-Glu epimerases in Eschericiha coli and Bacillus subtilis, based on the operon context and enzymological studies; these enzymes are presumed to be involved in peptidoglycan recycling. We have subsequently studied more than 65 related enzymes by computational methods, including homology modeling and metabolite docking, which suggested that many would have divergent specificities;, i.e., they are likely to have different (unknown) biological roles. In addition to the Ala-Phe epimerase specificity reported previously, we describe the prediction and experimental verification of: (i) a new group of presumed Ala-Glu epimerases; (ii) several enzymes with specificity for hydrophobic dipeptides, including one from Cytophaga hutchinsonii that epimerizes D-Ala-D-Ala; and (iii) a small group of enzymes that epimerize cationic dipeptides. Crystal structures for certain of these enzymes further elucidate the structural basis of the specificities. The results highlight the potential of computational methods to guide experimental characterization of enzymes in an automated, large-scale fashion.
基因组测序的快速发展给蛋白质功能分配带来了巨大的挑战,从这些基因组推断出的新蛋白质序列中有一半或更多的序列功能不确定。功能多样的超家族中的酶功能分配尤其具有挑战性,我们通过计算预测、酶学和结构生物学的结合来解决这一问题。在这里,我们描述了对参与二肽差向异构化的烯醇酶超家族中一组酶进行集中研究的结果。该组的第一个功能特征成员是大肠杆菌和枯草芽孢杆菌中的 Ala-Glu 差向异构酶,这是基于操纵子背景和酶学研究得出的;这些酶被认为参与肽聚糖的回收。随后,我们通过计算方法研究了 65 个以上相关的酶,包括同源建模和代谢物对接,这些方法表明许多酶具有不同的特异性,即它们可能具有不同的(未知)生物学作用。除了之前报道的 Ala-Phe 差向异构酶特异性外,我们还描述了以下内容的预测和实验验证:(i)一组新的假定的 Ala-Glu 差向异构酶;(ii)几种对疏水性二肽具有特异性的酶,包括一种来自纤维弧菌的酶,它可以差向异构化 D-Ala-D-Ala;(iii)一小部分可以差向异构化阳离子二肽的酶。某些酶的晶体结构进一步阐明了特异性的结构基础。这些结果突出了计算方法在自动化、大规模指导酶的实验特征方面的潜力。