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CRISPR-Cas9 Cytidine-Base-Editor Mediated Continuous In Vivo Evolution in Aspergillus nidulans
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-26 DOI: 10.1021/acssynbio.4c0071610.1021/acssynbio.4c00716
Yuan Tian, Qing Xu, Meng Pang, Youchu Ma, Zhiruo Zhang, Dongfang Zhang, Donghui Guo, Lupeng Wang, Qingbin Li, Yanling Li and Fanglong Zhao*, 

Filamentous fungi are important cell factories for producing chemicals, organic acids, and enzymes. Although several genome editing tools are available for filamentous fungi, few effectively enable continuous evolution for rational engineering of complex phenotype. Here, we present CRISPR-Cas9 cytidine-base-editor (CBE) assisted in vivo evolution by continuously delivering a combinatorial sgRNA library to filamentous fungi. The method was validated by targeting core genes of 46 natural product biosynthetic gene clusters in Aspergillus nidulans NRRL 8112 to eliminate fungal toxins via six rounds of evolution. NGS analysis revealed the average C-to-T conversion rates in the first, third, and sixth rounds were 2.02%, 5.25%, and 9.34%, respectively. Metabolic profiles of the evolved mutants exhibited significant changes, allowing for the isolation of clean-background strains with enhanced production of an antifungal compound Echinocandin B. This study demonstrates that CBE-mediated in vivo evolution greatly facilitates the iterative refinement of complex morphogenetic traits in filamentous fungi.

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引用次数: 0
Novel Isothermal Amplification Integrated with CRISPR/Cas13a and Its Applications for Ultrasensitive Detection of SARS-CoV-2
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-21 DOI: 10.1021/acssynbio.4c0060510.1021/acssynbio.4c00605
Jaemin Kim, Yo Rim Kim, Sang Mo Lee, Jinhwan Lee, Seoyoung Lee, Dongeun Yong* and Hyun Gyu Park*, 

We herein developed an ultrasensitive and rapid strategy to identify genomic nucleic acids by integrating a clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 13a (Cas13a) into our recently developed isothermal technique, nicking and extension chain reaction system-based amplification (NESBA) reaction. In this technique, named CESBA, the NESBA reaction isothermally produces a large amount of RNA amplicons from the initial target genomic RNA (gRNA). The RNA amplicons bind to the crispr RNA (crRNA) and activate the collateral cleavage activity of Cas13a, which would then cleave the reporter probe nearby, consequently producing the final signals. Based on this design principle, we successfully detected SARS-CoV-2 gRNA as a model target very sensitively down to even a single copy (0.05 copies/μL) in both fluorescence- and lateral flow assay (LFA)-based modes with excellent specificity against other human coronaviruses (H-CoVs). We further validated the clinical applicability of CESBA by testing the 20 clinical samples with 100% clinical sensitivity and specificity. This work represents a potent and innovative strategy for the identification of genomic nucleic acids in molecular diagnostics, delivering exceptional levels of sensitivity.

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引用次数: 0
Microbial Production of Ectoine: A Review
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-20 DOI: 10.1021/acssynbio.4c0049010.1021/acssynbio.4c00490
Ke Wang, Boya Cui, Yi Wang and Wei Luo*, 

Ectoine is an important natural secondary metabolite widely used in biomedical fields, novel cosmetics development, and the food industry. Due to the increasing market demand for ectoine, more cost-effective production methods are being explored. With the rapid development of synthetic biology and metabolic engineering technologies, the production of ectoine using traditional halophilic bacteria is gradually being replaced by higher-yielding and environmentally friendly nonhalophilic engineered strains. By introducing the ectoine synthesis pathway into model strains and optimizing the fermentation process through various metabolic regulations, high-level production of ectoine can be achieved. This review focuses on strategies for the microbial production of ectoine, including screening of wild strains, mutation breeding, and metabolic engineering of model strains, to elucidate the current research status and provide insights for the industrial production of ectoine.

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引用次数: 0
Combined Transcriptomics and 13C Metabolomics Analysis Reveals pgi and edd Genes Involved in the Regulation of Efficient Cytidine Synthesis in Escherichia coli
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-19 DOI: 10.1021/acssynbio.4c0076910.1021/acssynbio.4c00769
Lu Liu, Xiangjun Zhang, Tengteng Zhu, Tong Ye, Wei Ding*, Huiyan Liu* and Haitian Fang*, 

The development of an engineered strain for efficient cytidine production holds significant value for both research and industrial applications. In this study, the pgi and edd genes were knocked out to reveal their roles involved in the regulation of efficient cytidine synthesis in Escherichia coli. The results showed that after 36 h of shaking flask fermentation, the pgi knockout strain E. coli NXBG-14 produced a cytidine concentration of 2.57 ± 0.04 g/L, and the pgi and edd double knockout strain E. coli NXBG-15 produced a cytidine titer of 2.68 ± 0.03 g/L, which represented enhancements of 1.68 and 1.75 times over the start strain, respectively. Transcriptome analysis revealed that the differentially expressed genes (DEGs) in the NXBG-14 strain were mainly enriched in the glycolytic pathway and the tricarboxylic acid (TCA) cycle. Additionally, 13C metabolic flow distribution indicated a significant increase in 6-phosphogluconate in the pentose phosphate pathway (PPP) for NXBG-15. These findings suggest that modifications of the pgi and edd genes redirect central carbon metabolism and promote cytidine accumulation.

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引用次数: 0
CRISPR/Cas-Based Gene Editing Tools for Large DNA Fragment Integration. 基于CRISPR/ cas的大DNA片段整合基因编辑工具
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-17 Epub Date: 2024-12-16 DOI: 10.1021/acssynbio.4c00632
Shuhan Yang, Guang Hu, Jianming Wang, Jie Song

In recent years, gene editing technologies have rapidly evolved to enable precise and efficient genomic modification. These strategies serve as a crucial instrument in advancing our comprehension of genetics and treating genetic disorders. Of particular interest is the manipulation of large DNA fragments, notably the insertion of large fragments, which has emerged as a focal point of research in recent years. Nevertheless, the techniques employed to integrate larger gene fragments are frequently confronted with inefficiencies, off-target effects, and elevated costs. It is therefore imperative to develop efficient tools capable of precisely inserting kilobase-sized DNA fragments into mammalian genomes to support genetic engineering, gene therapy, and synthetic biology applications. This review provides a comprehensive overview of methods developed in the past five years for integrating large DNA fragments with a particular focus on burgeoning CRISPR-related technologies. We discuss the opportunities associated with homology-directed repair (HDR) and emerging CRISPR-transposase and CRISPR-recombinase strategies, highlighting their potential to revolutionize gene therapies for complex diseases. Additionally, we explore the challenges confronting these methodologies and outline potential future directions for their improvement with the overarching goal of facilitating the utilization and advancement of tools for large fragment gene editing.

近年来,基因编辑技术迅速发展,使精确和有效的基因组修饰成为可能。这些策略是促进我们对遗传学的理解和治疗遗传疾病的重要工具。特别令人感兴趣的是大DNA片段的操作,特别是大片段的插入,这已成为近年来研究的焦点。然而,用于整合较大基因片段的技术经常面临效率低下、脱靶效应和成本升高的问题。因此,迫切需要开发有效的工具,能够精确地将千碱基大小的DNA片段插入哺乳动物基因组中,以支持基因工程、基因治疗和合成生物学应用。这篇综述提供了在过去五年中开发的方法的全面概述,用于整合大DNA片段,特别关注新兴的crispr相关技术。我们讨论了与同源定向修复(HDR)和新兴crispr转座酶和crispr重组酶策略相关的机会,强调了它们对复杂疾病基因治疗的革命性潜力。此外,我们探讨了这些方法面临的挑战,并概述了它们改进的潜在未来方向,其总体目标是促进大片段基因编辑工具的利用和进步。
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引用次数: 0
Leveraging Synthetic Antibody-DNA Conjugates to Expand the CRISPR-Cas12a Biosensing Toolbox. 利用合成抗体- dna偶联物扩展CRISPR-Cas12a生物传感工具箱
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-17 Epub Date: 2025-01-02 DOI: 10.1021/acssynbio.4c00541
Elisa Paialunga, Neda Bagheri, Marianna Rossetti, Laura Fabiani, Laura Micheli, Alejandro Chamorro-Garcia, Alessandro Porchetta

We report here the use of antibody-DNA conjugates (Ab-DNA) to activate the collateral cleavage activity of the CRISPR-Cas12a enzyme. Our findings demonstrate that Ab-DNA conjugates effectively trigger the collateral cleavage activity of CRISPR-Cas12a, enabling the transduction of antibody-mediated recognition events into fluorescence outputs. We developed two different immunoassays using an Ab-DNA as activator of Cas12a: the CRISPR-based immunosensing assay (CIA) for detecting SARS-CoV-2 spike S protein, which shows superior sensitivity compared with the traditional enzyme-linked immunosorbent assay (ELISA), and the CRISPR-based immunomagnetic assay (CIMA). Notably, CIMA successfully detected the SARS-CoV-2 spike S protein in undiluted saliva with a limit of detection (LOD) of 890 pM in a 2 h assay. Our results underscore the benefits of integrating Cas12a-based signal amplification with antibody detection methods. The potential of Ab-DNA conjugates, combined with CRISPR technology, offers a promising alternative to conventional enzymes used in immunoassays and could facilitate the development of versatile CRISPR analytical platforms for the detection of non-nucleic acid targets.

我们在此报告利用抗体-DNA 结合物(Ab-DNA)激活 CRISPR-Cas12a 酶的旁路裂解活性。我们的研究结果表明,抗体-DNA共轭物能有效触发CRISPR-Cas12a的附带切割活性,使抗体介导的识别事件转化为荧光输出。我们利用抗体 DNA 作为 Cas12a 的激活剂开发了两种不同的免疫测定方法:基于 CRISPR 的免疫传感测定(CIA)和基于 CRISPR 的免疫磁测定(CIMA),前者用于检测 SARS-CoV-2 穗状 S 蛋白,其灵敏度优于传统的酶联免疫吸附测定(ELISA)。值得注意的是,CIMA 成功检测了未稀释唾液中的 SARS-CoV-2 spike S 蛋白,在 2 小时的检测中,检测限 (LOD) 为 890 pM。我们的结果凸显了将基于 Cas12a 的信号放大与抗体检测方法相结合的好处。Ab-DNA共轭物的潜力与CRISPR技术相结合,为免疫测定中使用的传统酶提供了一种有前途的替代方法,并能促进用于检测非核酸目标的多功能CRISPR分析平台的发展。
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引用次数: 0
LevSeq: Rapid Generation of Sequence-Function Data for Directed Evolution and Machine Learning. 用于定向进化和机器学习的序列函数数据的快速生成。
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-17 Epub Date: 2024-12-24 DOI: 10.1021/acssynbio.4c00625
Yueming Long, Ariane Mora, Francesca-Zhoufan Li, Emre Gürsoy, Kadina E Johnston, Frances H Arnold

Sequence-function data provides valuable information about the protein functional landscape but is rarely obtained during directed evolution campaigns. Here, we present Long-read every variant Sequencing (LevSeq), a pipeline that combines a dual barcoding strategy with nanopore sequencing to rapidly generate sequence-function data for entire protein-coding genes. LevSeq integrates into existing protein engineering workflows and comes with open-source software for data analysis and visualization. The pipeline facilitates data-driven protein engineering by consolidating sequence-function data to inform directed evolution and provide the requisite data for machine learning-guided protein engineering (MLPE). LevSeq enables quality control of mutagenesis libraries prior to screening, which reduces time and resource costs. Simulation studies demonstrate LevSeq's ability to accurately detect variants under various experimental conditions. Finally, we show LevSeq's utility in engineering protoglobins for new-to-nature chemistry. Widespread adoption of LevSeq and sharing of the data will enhance our understanding of protein sequence-function landscapes and empower data-driven directed evolution.

序列功能数据提供了有关蛋白质功能景观的宝贵信息,但很少在定向进化运动中获得。在这里,我们提出了长读每变体测序(LevSeq),这是一种结合了双条形码策略和纳米孔测序的管道,可以快速生成整个蛋白质编码基因的序列功能数据。LevSeq集成到现有的蛋白质工程工作流程中,并附带用于数据分析和可视化的开源软件。该管道通过整合序列功能数据来促进数据驱动的蛋白质工程,为定向进化提供信息,并为机器学习引导的蛋白质工程(MLPE)提供必要的数据。LevSeq能够在筛选之前对诱变文库进行质量控制,从而减少了时间和资源成本。仿真研究证明了LevSeq在各种实验条件下准确检测变异的能力。最后,我们展示了LevSeq在新自然化学工程原珠蛋白中的应用。广泛采用LevSeq和共享数据将增强我们对蛋白质序列功能景观的理解,并赋予数据驱动的定向进化能力。
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引用次数: 0
Stable and Promiscuous Galactose Oxidases Engineered by Directed Evolution, Atomistic Design, and Ancestral Sequence Reconstruction. 定向进化、原子设计和祖先序列重建工程的稳定和混杂半乳糖氧化酶。
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-17 Epub Date: 2024-12-13 DOI: 10.1021/acssynbio.4c00653
Merve Keser, Ivan Mateljak, Roman Kittl, Roland Ludwig, Valeria A Risso, Jose M Sanchez-Ruiz, David Gonzalez-Perez, Miguel Alcalde

Galactose oxidase (GOase) is a versatile biocatalyst with a wide range of potential applications, ranging from synthetic chemistry to bioelectrochemical devices. Previous GOase engineering by directed evolution generated the M-RQW mutant, with unprecedented new-to-nature oxidation activity at the C6-OH group of glucose, and a mutational backbone that helped to unlock its promiscuity toward other molecules, including secondary alcohols. In the current study, we have used the M-RQW mutant as a starting point to engineer a set of GOases that are very thermostable and that are easily produced at high titers in yeast, enzymes with latent activities applicable to sustainable chemistry. To boost the generation of sequence and functional diversity, the directed evolution workflow incorporated one-shot computational mutagenesis by the PROSS algorithm and ancestral sequence reconstruction. This synergetic approach helped produce a rapid rise in functional expression by Pichia pastoris, achieving g/L production in a fed-batch bioreactor while the different GOases designed were resistant to pH and high temperature, with T50 enhancements up to 27 °C over the parental M-RQW. These designs displayed latent activity against glucose and an array of secondary aromatic alcohols with different degrees of bulkiness, becoming a suitable point of departure for the future engineering of industrial GOases.

半乳糖氧化酶(GOase)是一种用途广泛的生物催化剂,从合成化学到生物电化学装置都有广泛的应用前景。先前通过定向进化的GOase工程产生了M-RQW突变体,在葡萄糖的C6-OH基团上具有前所未有的新氧化活性,并且突变的主干有助于解开其与其他分子(包括仲醇)的混杂性。在目前的研究中,我们以M-RQW突变体为起点,设计了一组非常耐热且易于在酵母中以高滴度产生的goase,这些酶具有适用于可持续化学的潜在活性。为了提高序列的生成和功能的多样性,定向进化工作流结合了PROSS算法的一次性计算诱变和祖先序列重建。这种协同方法有助于毕氏毕氏酵母功能表达的快速增加,在进料批式生物反应器中实现g/L的产量,而设计的不同GOases具有耐pH和高温的能力,T50比亲本M-RQW提高到27°C。这些设计显示出对葡萄糖和一系列不同体积度的仲芳香醇的潜在活性,成为未来工业酶工程的合适起点。
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引用次数: 0
Developing, Characterizing, and Modeling CRISPR-Based Point-of-Use Pathogen Diagnostics. 开发、表征和建模基于crispr的使用点病原体诊断。
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-17 Epub Date: 2024-12-13 DOI: 10.1021/acssynbio.4c00469
Jaeyoung K Jung, Kathleen S Dreyer, Kate E Dray, Joseph J Muldoon, Jithin George, Sasha Shirman, Maria D Cabezas, Anne E d'Aquino, Matthew S Verosloff, Kosuke Seki, Grant A Rybnicky, Khalid K Alam, Neda Bagheri, Michael C Jewett, Joshua N Leonard, Niall M Mangan, Julius B Lucks

Recent years have seen intense interest in the development of point-of-care nucleic acid diagnostic technologies to address the scaling limitations of laboratory-based approaches. Chief among these are combinations of isothermal amplification approaches with CRISPR-based detection and readouts of target products. Here, we contribute to the growing body of rapid, programmable point-of-care pathogen tests by developing and optimizing a one-pot NASBA-Cas13a nucleic acid detection assay. This test uses the isothermal amplification technique NASBA to amplify target viral nucleic acids, followed by the Cas13a-based detection of amplified sequences. We first demonstrate an in-house formulation of NASBA that enables the optimization of individual NASBA components. We then present design rules for NASBA primer sets and LbuCas13a guide RNAs for the fast and sensitive detection of SARS-CoV-2 viral RNA fragments, resulting in 20-200 aM sensitivity. Finally, we explore the combination of high-throughput assay condition screening with mechanistic ordinary differential equation modeling of the reaction scheme to gain a deeper understanding of the NASBA-Cas13a system. This work presents a framework for developing a mechanistic understanding of reaction performance and optimization that uses both experiments and modeling, which we anticipate will be useful in developing future nucleic acid detection technologies.

近年来,人们对即时核酸诊断技术的发展产生了浓厚的兴趣,以解决基于实验室的方法的规模限制。其中最主要的是将等温扩增方法与基于crispr的检测和目标产物的读数相结合。在这里,我们通过开发和优化一种单锅式NASBA-Cas13a核酸检测方法,为快速、可编程的即时护理病原体检测做出了贡献。本试验采用等温扩增技术NASBA对目标病毒核酸进行扩增,然后基于cas13对扩增序列进行检测。我们首先展示了NASBA的内部配方,它可以优化各个NASBA组件。然后,我们提出了NASBA引物集和LbuCas13a引导RNA的设计规则,用于快速灵敏地检测SARS-CoV-2病毒RNA片段,灵敏度为20-200 aM。最后,我们探索将高通量分析条件筛选与反应方案的机制常微分方程建模相结合,以更深入地了解NASBA-Cas13a系统。这项工作提出了一个框架,用于开发对反应性能和优化的机制理解,使用实验和建模,我们预计这将有助于开发未来的核酸检测技术。
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引用次数: 0
Continuous Evolution of Protein through T7 RNA Polymerase-Guided Base Editing in Corynebacterium glutamicum. T7 RNA聚合酶引导的谷氨酸棒状杆菌碱基编辑蛋白的持续进化
IF 3.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-01-17 Epub Date: 2024-12-19 DOI: 10.1021/acssynbio.4c00606
Qing Wang, Jiajia You, Yichen Li, Jie Zhang, Yi Wang, Meijuan Xu, Zhiming Rao

In vivo targeted mutagenesis technologies are the basis for the continuous directed evolution of specific proteins. Here, an efficient mutagenesis system (CgMutaT7) for continuous evolution of the targeted gene in Corynebacterium glutamicum was developed. First, cytosine deaminase and uracil-DNA glycosylase inhibitor were sequentially fused to T7 RNA polymerase using flexible linkers to build the CgMutaT7 system, which introduces mutations in targeted regions controlled by the T7 promoter. After a series of optimizations, the resulting targeted mutagenesis system (CgMutaT74) can increase the mutant frequency of the target gene by 1.12 × 104-fold, with low off-target mutant frequency. Subsequently, high-throughput sequencing further revealed that the CgMutaT74 system performs efficient and uniform C → T transitions in at least a 1.8 kb DNA region. Finally, the xylose isomerase was successfully continuously evolved by CgMutaT74 to improve the xylose utilization, indicating that the CgMutaT7 system has great potential for applications in the continuous evolution of protein function and expression components.

体内靶向诱变技术是特定蛋白连续定向进化的基础。本研究建立了谷氨酸棒状杆菌靶向基因持续进化的高效诱变系统(CgMutaT7)。首先,利用柔性连接体将胞嘧啶脱氨酶和尿嘧啶- dna糖基化酶抑制剂依次融合到T7 RNA聚合酶上,构建CgMutaT7系统,在T7启动子控制的靶区引入突变。经过一系列优化,得到的靶向诱变系统(CgMutaT74)可使目标基因的突变频率提高1.12 × 104倍,脱靶突变频率低。随后,高通量测序进一步表明,CgMutaT74系统在至少1.8 kb的DNA区域内进行高效且均匀的C→T转换。最后,CgMutaT74成功地连续进化木糖异构酶,提高了木糖的利用率,表明CgMutaT7系统在蛋白质功能和表达组分的连续进化中具有很大的应用潜力。
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引用次数: 0
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ACS Synthetic Biology
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