Mass Spectrometric Screening for Improving Enzymatic Conversion of Formaldehyde into C2 and C3 Products.

IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
ACS Synthetic Biology Pub Date : 2025-07-18 Epub Date: 2025-06-16 DOI:10.1021/acssynbio.5c00151
Yizhou Luo, Lihao Fu, Jueru Chen, Hongrong Xu, Zeqi Song, Khurshid Jalal, Yongcan Chen, Wenhao Xie, Shujun Tian, Xiaoting Fang, Tong Si, Jianzhi Zhang
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引用次数: 0

Abstract

One-carbon biomanufacturing offers a sustainable route for producing value-added chemicals. Glycolaldehyde synthase (GALS), an engineered enzyme from Pseudomonas putida, catalyzes a key step by condensing formaldehyde (FALD) into carbohydrate molecules, such as glycolaldehyde (GALD) and dihydroxyacetone (DHA). However, its industrial application is limited by low catalytic efficiency and lack of high-throughput screening methods. Here, we developed a mass spectrometry (MS)-based assay for simultaneous detection and quantification of GALD and DHA products from whole-cell FALD biotransformation by GALS-expressing Escherichia coli. Integrating this MS assay with a robotic biofoundry, we created and screened site-directed mutagenesis libraries targeting seven key residues of GALS, achieving a throughput of ∼10 s per sample. Several improved mutants were successfully isolated, including one with a 3.7-fold increase in kcat for GALD production and another with a 5-fold reduction in Km for DHA production, compared to the wild type GALS. Molecular dynamics simulations were applied to understand the mutational impact on substrate binding and product specificity. This high-throughput workflow may be extended to engineer other enzymes for one-carbon feedstock utilization.

质谱筛选提高甲醛酶转化为C2和C3产物的效果。
单碳生物制造为生产增值化学品提供了一条可持续的途径。乙醇醛合成酶(GALS)是一种来自恶臭假单胞菌的工程酶,通过将甲醛(FALD)凝聚成碳水化合物分子,如乙醇醛(GALD)和二羟基丙酮(DHA),催化了一个关键步骤。然而,其工业应用受到催化效率低和缺乏高通量筛选方法的限制。在这里,我们开发了一种基于质谱(MS)的方法,用于同时检测和定量由表达gals的大肠杆菌全细胞FALD生物转化产生的GALD和DHA产物。将该质谱分析与机器人生物铸造厂相结合,我们创建并筛选了针对GALS的七个关键残基的定点突变文库,每个样品的吞吐量为~ 10 s。几个改进的突变体被成功分离出来,其中一个与野生型GALS相比,生产GALD的kcat增加了3.7倍,另一个生产DHA的Km减少了5倍。应用分子动力学模拟来了解突变对底物结合和产物特异性的影响。这种高通量工作流程可以扩展到设计其他酶的单碳原料利用。
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来源期刊
CiteScore
8.00
自引率
10.60%
发文量
380
审稿时长
6-12 weeks
期刊介绍: The journal is particularly interested in studies on the design and synthesis of new genetic circuits and gene products; computational methods in the design of systems; and integrative applied approaches to understanding disease and metabolism. Topics may include, but are not limited to: Design and optimization of genetic systems Genetic circuit design and their principles for their organization into programs Computational methods to aid the design of genetic systems Experimental methods to quantify genetic parts, circuits, and metabolic fluxes Genetic parts libraries: their creation, analysis, and ontological representation Protein engineering including computational design Metabolic engineering and cellular manufacturing, including biomass conversion Natural product access, engineering, and production Creative and innovative applications of cellular programming Medical applications, tissue engineering, and the programming of therapeutic cells Minimal cell design and construction Genomics and genome replacement strategies Viral engineering Automated and robotic assembly platforms for synthetic biology DNA synthesis methodologies Metagenomics and synthetic metagenomic analysis Bioinformatics applied to gene discovery, chemoinformatics, and pathway construction Gene optimization Methods for genome-scale measurements of transcription and metabolomics Systems biology and methods to integrate multiple data sources in vitro and cell-free synthetic biology and molecular programming Nucleic acid engineering.
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