Growth-coupled continuous directed evolution by MutaT7 enables efficient and automated enzyme engineering.

IF 3.7 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Applied and Environmental Microbiology Pub Date : 2025-04-23 Epub Date: 2025-03-27 DOI:10.1128/aem.02491-24
Yijie Deng, Kai Etheridge, Xinping Ran, Hannah E Maurais, Rahul Sarpeshkar
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Abstract

Traditional directed evolution is limited by labor-intensive iterative steps and low-throughput selection and screening. To address these challenges, we developed a growth-coupled continuous directed evolution (GCCDE) approach, enabling automated and efficient enzyme engineering. By linking enzyme activity to bacterial growth and utilizing the MutaT7 system, GCCDE combines in vivo mutagenesis and high-throughput selection of superior enzyme variants in a single process. To validate this approach, we evolved the thermostable enzyme CelB from Pyrococcus furiosus to enhance its β-galactosidase activity at lower temperatures while maintaining thermal stability. CelB activity was coupled to the growth of E. coli, allowing variants with improved activity to utilize lactose more efficiently and promote faster growth in a minimal medium. Using a continuous culture system, we achieved automated high-throughput mutagenesis and simultaneous real-time selection of over 10⁹ variants per culture. Integrating in vitro and in vivo mutagenesis further increased genetic diversity, yielding CelB variants with significantly enhanced low-temperature activity compared to the wild type while preserving thermostability. DNA sequencing identified key mutations likely responsible for improved substrate binding and catalytic turnover. This GCCDE approach is broadly applicable for optimizing diverse enzymes, demonstrating the potential of automated continuous evolution for industrial and research applications.

Importance: Enzyme engineering aims to develop enzymes with improved or novel traits, but traditional methods are slow and require repetitive manual steps. This study presents a faster, automated protein engineering approach. We utilized an in vivo mutagenesis technique, MutaT7 tools, to induce mutations in living bacteria and established a direct link between enzyme activity and bacterial growth. A continuous culture setup enables automated mutagenesis and growth-coupled selection of better-performing variants in real time. Bacteria with improved enzymes grew faster, selecting superior variants without manual intervention. Using this method, we engineered CelB with better performance at lower temperatures while maintaining thermal stability. By combining high-throughput mutagenesis and selection in a single process, this system bypasses iterative cycles of error-prone PCR, transformation, and screening. Our approach is adaptable to various enzymes, providing a faster and more efficient solution for enzyme engineering.

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MutaT7的生长耦合连续定向进化实现了高效自动化的酶工程。
传统的定向进化受到劳动密集型迭代步骤和低通量选择和筛选的限制。为了应对这些挑战,我们开发了一种生长耦合连续定向进化(GCCDE)方法,实现了自动化和高效的酶工程。通过将酶活性与细菌生长联系起来,并利用MutaT7系统,GCCDE将体内诱变与高通量选择优质酶变体在单一过程中结合起来。为了验证这一方法,我们从发热焦球菌中进化出耐热酶CelB,以增强其在低温下的β-半乳糖苷酶活性,同时保持热稳定性。CelB活性与大肠杆菌的生长相结合,使活性提高的变体能够更有效地利用乳糖,并在最小的培养基中促进更快的生长。利用连续培养系统,我们实现了自动化的高通量诱变,并在每个培养中同时实时选择超过10个变异。结合体外和体内诱变进一步增加了遗传多样性,产生的CelB变异与野生型相比,低温活性显著增强,同时保持了热稳定性。DNA测序确定了可能负责改善底物结合和催化周转的关键突变。这种GCCDE方法广泛适用于优化各种酶,展示了自动化连续进化在工业和研究应用中的潜力。重要性:酶工程旨在开发具有改进或新特性的酶,但传统方法速度慢且需要重复的手动步骤。本研究提出了一种更快、自动化的蛋白质工程方法。我们利用体内诱变技术MutaT7工具在活菌中诱导突变,并在酶活性和细菌生长之间建立了直接联系。连续培养设置可以实时实现自动诱变和生长耦合选择性能更好的变体。改良酶的细菌生长得更快,在没有人工干预的情况下选择了更好的变异。利用这种方法,我们设计了CelB在低温下具有更好的性能,同时保持热稳定性。通过在单一过程中结合高通量诱变和选择,该系统绕过了容易出错的PCR,转化和筛选的迭代循环。我们的方法适用于各种酶,为酶工程提供了更快、更有效的解决方案。
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来源期刊
Applied and Environmental Microbiology
Applied and Environmental Microbiology 生物-生物工程与应用微生物
CiteScore
7.70
自引率
2.30%
发文量
730
审稿时长
1.9 months
期刊介绍: Applied and Environmental Microbiology (AEM) publishes papers that make significant contributions to (a) applied microbiology, including biotechnology, protein engineering, bioremediation, and food microbiology, (b) microbial ecology, including environmental, organismic, and genomic microbiology, and (c) interdisciplinary microbiology, including invertebrate microbiology, plant microbiology, aquatic microbiology, and geomicrobiology.
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