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Robustness and reproducibility of simple and complex synthetic logic circuit designs using a DBTL loop. 使用DBTL回路的简单和复杂合成逻辑电路设计的稳健性和可重复性。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-01-01 DOI: 10.1093/synbio/ysad005
Breschine Cummins, Justin Vrana, Robert C Moseley, Hamed Eramian, Anastasia Deckard, Pedro Fontanarrosa, Daniel Bryce, Mark Weston, George Zheng, Joshua Nowak, Francis C Motta, Mohammed Eslami, Kara Layne Johnson, Robert P Goldman, Chris J Myers, Tessa Johnson, Matthew W Vaughn, Niall Gaffney, Joshua Urrutia, Shweta Gopaulakrishnan, Vanessa Biggers, Trissha R Higa, Lorraine A Mosqueda, Marcio Gameiro, Tomáš Gedeon, Konstantin Mischaikow, Jacob Beal, Bryan Bartley, Tom Mitchell, Tramy T Nguyen, Nicholas Roehner, Steven B Haase

Computational tools addressing various components of design-build-test-learn (DBTL) loops for the construction of synthetic genetic networks exist but do not generally cover the entire DBTL loop. This manuscript introduces an end-to-end sequence of tools that together form a DBTL loop called Design Assemble Round Trip (DART). DART provides rational selection and refinement of genetic parts to construct and test a circuit. Computational support for experimental process, metadata management, standardized data collection and reproducible data analysis is provided via the previously published Round Trip (RT) test-learn loop. The primary focus of this work is on the Design Assemble (DA) part of the tool chain, which improves on previous techniques by screening up to thousands of network topologies for robust performance using a novel robustness score derived from dynamical behavior based on circuit topology only. In addition, novel experimental support software is introduced for the assembly of genetic circuits. A complete design-through-analysis sequence is presented using several OR and NOR circuit designs, with and without structural redundancy, that are implemented in budding yeast. The execution of DART tested the predictions of the design tools, specifically with regard to robust and reproducible performance under different experimental conditions. The data analysis depended on a novel application of machine learning techniques to segment bimodal flow cytometry distributions. Evidence is presented that, in some cases, a more complex build may impart more robustness and reproducibility across experimental conditions. Graphical Abstract.

用于构建合成遗传网络的设计-构建-测试-学习(DBTL)循环的各种组件的计算工具已经存在,但通常不涵盖整个DBTL循环。本文介绍了一个端到端的工具序列,它们一起形成一个称为设计组装往返(Design Assemble Round Trip, DART)的DBTL循环。DART提供合理的选择和改进的基因部分,以构建和测试一个电路。通过先前发布的Round Trip (RT)测试-学习循环,为实验过程、元数据管理、标准化数据收集和可重复数据分析提供了计算支持。这项工作的主要重点是工具链的设计组装(DA)部分,它通过使用仅基于电路拓扑的动态行为衍生的新颖鲁棒性评分来筛选多达数千个网络拓扑以获得鲁棒性性能,从而改进了以前的技术。此外,还介绍了用于遗传电路组装的新型实验支持软件。一个完整的设计通过分析序列提出了几个OR和NOR电路设计,有和没有结构冗余,在出芽酵母中实现。DART的执行测试了设计工具的预测,特别是在不同实验条件下的鲁棒性和可重复性。数据分析依赖于机器学习技术的新应用,以分割双峰流式细胞术分布。证据表明,在某些情况下,更复杂的构建可能在实验条件下具有更强的稳健性和可重复性。图形抽象。
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引用次数: 0
Engineered microbes report levels of freshwater contamination in real time. 工程微生物实时报告淡水污染水平。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-01-01 DOI: 10.1093/synbio/ysad002
Tea Crnković
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引用次数: 0
Variability in genome-engineering source materials: consider your starting point. 基因组工程源材料的可变性:考虑你的出发点。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-01-01 DOI: 10.1093/synbio/ysad003
Simona Patange, Sierra D Miller, Samantha D Maragh

The presence and impact of variability in cells as the source material for genome engineering are important to consider for the design, execution and interpretation of outcomes of a genome-engineering process. Variability may be present at the genotype and phenotype level, yet the impact of these sources of variability on a genome-engineering experiment may not be regularly considered by researchers. In this perspective, we use clustered regularly interspaced short palindromic repeat (CRISPR)/CRISPR-associated protein (Cas) genome editing of mammalian cells to provide examples of how variation within or across cell samples may mislead a researcher in their expectations about the cells they are engineering. Furthermore, we highlight the need for understanding the baseline cell genotype and phenotype to appropriately understand the starting cell material and interpret and attribute the impact of engineering on cells. We emphasize that heterogeneity within a cell pool and the inherent variability in the cellular materials used for genome engineering are complex, but of high value to characterize and account for where possible, to move toward the potential of generating desired and predictable engineered products. Provided is a framework cause-and-effect diagram for CRISPR/Cas9 genome editing toward identifying and mitigating potential sources of variability. We encourage researchers to consider the variability of source materials and undertake strategies, which may include those described here, for detecting, attributing and minimizing additional sources of variability where possible toward the aim of fostering greater reliability, confidence and reproducibility in genome-engineering studies. Graphical Abstract.

作为基因组工程的源材料,细胞中可变性的存在和影响对于基因组工程过程的设计、执行和结果解释是重要的考虑因素。变异可能存在于基因型和表型水平,然而这些变异来源对基因组工程实验的影响可能不会被研究人员定期考虑。从这个角度来看,我们使用聚类规律间隔短回文重复(CRISPR)/CRISPR相关蛋白(Cas)对哺乳动物细胞进行基因组编辑,以提供细胞样本内部或跨细胞样本的变异如何误导研究人员对他们正在改造的细胞的期望的例子。此外,我们强调需要了解基线细胞基因型和表型,以适当地理解起始细胞材料,并解释和归因于工程对细胞的影响。我们强调,用于基因组工程的细胞池内的异质性和细胞材料的内在变异性是复杂的,但在可能的情况下,对其进行表征和解释具有很高的价值,从而朝着产生所需和可预测的工程产品的潜力迈进。提供了CRISPR/Cas9基因组编辑的框架因果关系图,以识别和减轻潜在的变异性来源。我们鼓励研究人员考虑源材料的可变性,并采取策略,其中可能包括此处所述的策略,以便在可能的情况下检测、归因和最小化额外的可变性来源,从而在基因组工程研究中培养更大的可靠性、信心和可重复性。图形抽象。
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引用次数: 0
An economy of details: standards and data reusability. 节约细节:标准和数据可重用性。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-01-01 DOI: 10.1093/synbio/ysac030
Ana Delgado

Reusability has been a key issue since the origins of the parts-based approach to synthetic biology. Starting with the BioBrick™ standard part, multiple efforts have aimed to make biology more exchangeable. The reusability of parts and other deoxyribonucleic acid-based data has proven over time to be challenging, however. Drawing on a series of qualitative interviews and an international workshop, this article explores the challenges of reusability in real laboratory practice. It shows particular ways that standards are experienced as presenting shortcomings for capturing the kinds of contextual information crucial for scientists to be able to reuse biological parts and data. I argue that researchers in specific laboratories develop a sense of how much circumstantial detail they need to share for others to be able to make sense of their data and possibly reuse it. When choosing particular reporting formats, recharacterizing data to gain closer knowledge or requesting additional information, researchers enact an 'economy of details'. The farther apart two laboratories are in disciplinary, epistemological, technical and geographical terms, the more detailed information needs to be captured for data to be reusable across contexts. In synthetic biology, disciplinary distance between computing science and engineering researchers and experimentalist biologists is reflected in diverging views on standards: what kind of information should be included to enable reusability, what kind of information can be captured by standards at all and how they may serve to produce and circulate knowledge. I argue that such interdisciplinary tensions lie at the core of difficulties in setting standards in synthetic biology.

自合成生物学以部件为基础的方法诞生以来,可重用性一直是一个关键问题。从BioBrick™标准部件开始,多方努力旨在使生物更具可交换性。然而,随着时间的推移,零件和其他基于脱氧核糖核酸的数据的可重用性已被证明是具有挑战性的。通过一系列定性访谈和国际研讨会,本文探讨了可重用性在真实实验室实践中的挑战。它显示了一些特定的方式,即标准在获取对科学家能够重复使用生物部件和数据至关重要的各种上下文信息方面存在缺陷。我认为,特定实验室的研究人员会形成一种意识,即他们需要分享多少具体细节,以便其他人能够理解他们的数据,并可能重用这些数据。当选择特定的报告格式,重新描述数据以获得更深入的知识或要求额外的信息时,研究人员制定了“细节经济”。两个实验室在学科、认识论、技术和地理方面的距离越远,就需要获取更详细的信息,以便在不同环境中重复使用数据。在合成生物学中,计算科学和工程研究人员以及实验生物学家之间的学科距离反映在对标准的不同看法上:应该包括什么样的信息以实现可重用性,什么样的信息可以被标准捕获,以及它们如何服务于产生和传播知识。我认为,这种跨学科的紧张关系是制定合成生物学标准困难的核心所在。
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引用次数: 0
Fighting fire with fire: engineering a microbe into a therapeutic defense against drug-resistant biofilms. 以其人之道还治其人之身:将微生物改造成对抗耐药生物膜的治疗性防御。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-01-01 DOI: 10.1093/synbio/ysad008
Charlotte Ayn Cialek
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引用次数: 0
Editing Aspergillus terreus using the CRISPR-Cas9 system. 利用CRISPR-Cas9系统编辑土曲霉。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2022-01-01 DOI: 10.1093/synbio/ysac031
Sra-Yh Shih, Uffe Hasbro Mortensen, Fang-Rong Chang, HsinYuan Tsai

CRISPR-Cas9 technology has been utilized in different organisms for targeted mutagenesis, offering a fast, precise and cheap approach to speed up molecular breeding and study of gene function. Until now, many researchers have established the demonstration of applying the CRISPR/Cas9 system to various fungal model species. However, there are very few guidelines available for CRISPR/Cas9 genome editing in Aspergillus terreus. In this study, we present CRISPR/Cas9 genome editing in A. terreus. To optimize the guide ribonucleic acid (gRNA) expression, we constructed a modified single-guide ribonucleic acid (sgRNA)/Cas9 expression plasmid. By co-transforming an sgRNA/Cas9 expression plasmid along with maker-free donor deoxyribonucleic acid (DNA), we precisely disrupted the lovB and lovR genes, respectively, and created targeted gene insertion (lovF gene) and iterative gene editing in A. terreus (lovF and lovR genes). Furthermore, co-delivering two sgRNA/Cas9 expression plasmids resulted in precise gene deletion (with donor DNA) in the ku70 and pyrG genes, respectively, and efficient removal of the DNA between the two gRNA targeting sites (no donor DNA) in the pyrG gene. Our results showed that the CRISPR/Cas9 system is a powerful tool for precise genome editing in A. terreus, and our approach provides a great potential for manipulating targeted genes and contributions to gene functional study of A. terreus.

CRISPR-Cas9技术已经在不同的生物体中被用于靶向诱变,为加快分子育种和基因功能研究提供了一种快速、精确和廉价的方法。到目前为止,许多研究人员已经建立了将CRISPR/Cas9系统应用于各种真菌模型物种的示范。然而,很少有针对地曲霉CRISPR/Cas9基因组编辑的指导方针。在这项研究中,我们在A. terreus中进行了CRISPR/Cas9基因组编辑。为了优化gRNA的表达,我们构建了改良的单引导核糖核酸(sgRNA)/Cas9表达质粒。通过将sgRNA/Cas9表达质粒与无maker供体脱氧核糖核酸(DNA)共转化,我们分别精确地破坏了lovB和lovR基因,并在A. terreus中创建了靶向基因插入(lovF基因)和迭代基因编辑(lovF基因和lovR基因)。此外,共递送两个sgRNA/Cas9表达质粒分别导致ku70和pyrG基因的精确基因缺失(带有供体DNA),并有效去除pyrG基因中两个gRNA靶向位点之间的DNA(没有供体DNA)。我们的研究结果表明,CRISPR/Cas9系统是一种强大的精确基因组编辑工具,我们的方法为操纵目标基因提供了巨大的潜力,并为土拟南芥的基因功能研究做出了贡献。
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引用次数: 1
Development of an expression-tunable multiple protein synthesis system in cell-free reactions using T7-promoter-variant series. 利用t7启动子变异系列在无细胞反应中建立表达可调的多蛋白合成系统。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2022-01-01 DOI: 10.1093/synbio/ysac029
Naoko Senda, Toshihiko Enomoto, Kenta Kihara, Naoki Yamashiro, Naosato Takagi, Daisuke Kiga, Hirokazu Nishida

New materials with a low environmental load are expected to be generated through synthetic biology. To widely utilize this technology, it is important to create cells with designed biological functions and to control the expression of multiple enzymes. In this study, we constructed a cell-free evaluation system for multiple protein expression, in which synthesis is controlled by T7 promoter variants. The expression of a single protein using the T7 promoter variants showed the expected variety in expression levels, as previously reported. We then examined the expression levels of multiple proteins that are simultaneously produced in a single well to determine whether they can be predicted from the promoter activity values, which were defined from the isolated protein expression levels. When the sum of messenger ribonucleic acid (mRNA) species is small, the experimental protein expression levels can be predicted from the promoter activities (graphical abstract (a)) due to low competition for ribosomes. In other words, by using combinations of T7 promoter variants, we successfully developed a cell-free multiple protein synthesis system with tunable expression. In the presence of large amounts of mRNA, competition for ribosomes becomes an issue (graphical abstract (b)). Accordingly, the translation level of each protein cannot be directly predicted from the promoter activities and is biased by the strength of the ribosome binding site (RBS); a weaker RBS is more affected by competition. Our study provides information regarding the regulated expression of multiple enzymes in synthetic biology.

低环境负荷的新材料有望通过合成生物学产生。为了广泛应用这一技术,重要的是创造具有设计生物功能的细胞和控制多种酶的表达。在本研究中,我们构建了一个多种蛋白表达的无细胞评价系统,该系统的合成由T7启动子变体控制。使用T7启动子变体的单个蛋白的表达显示出预期的表达水平变化,如先前报道的那样。然后,我们检查了在单孔中同时产生的多个蛋白质的表达水平,以确定是否可以通过启动子活性值来预测它们,启动子活性值是由分离的蛋白质表达水平定义的。当信使核糖核酸(mRNA)种数较少时,由于核糖体竞争较低,可以通过启动子活性预测实验蛋白的表达水平(图形摘要(a))。换句话说,通过使用T7启动子变体的组合,我们成功地开发了具有可调节表达的无细胞多蛋白合成系统。在大量mRNA存在的情况下,对核糖体的竞争成为一个问题(图形摘要(b))。因此,每种蛋白质的翻译水平不能从启动子活性直接预测,并且受到核糖体结合位点(RBS)强度的影响;实力较弱的苏格兰皇家银行更容易受到竞争的影响。我们的研究为合成生物学中多种酶的调控表达提供了信息。
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引用次数: 1
Self-growing environmentally responsive houses made from agricultural waste and fungal mycelia. 由农业废弃物和真菌菌丝制成的自生长环境敏感型房屋。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2022-01-01 DOI: 10.1093/synbio/ysac003
Sonja Billerbeck
Mix the ingredients, pour them into a tin, and ‘bake’ at ambient temperature for 5days. What sounds like instructions for a ready-made baking mix could soon become a way to grow your own home—or emergency shelter needed after a natural disaster (1). While synthetic biology often focuses on using cells as factories to make molecules and nano-structures of interest, Rodrigo–Navarro et al focused on the cells themselves as the building blocks of macro-structure materials suitable for houses and shelters. This “engineered living material” (ELM) could be grown on demand, they are self-healing, responsive to environmental cues, and recyclable into new structures (2). This macro-scale ELM was developed in a collaboration between the New York-based biomaterial company Ecovative Design and the laboratories of Prof. Harris Wang (Columbia) and Prof. Chris Voigt. The ‘recipe’ for the team’s ELM requires a mix of agricultural byproducts, water, flour and calcium sulfate, and the tree fungus Ganoderma spec. The fungus uses the agricultural waste for nutrition and structural support. Once mixed and cast into brick-shaped foldable paper moulds, the fungal mycelia glue the agricultural waste together into a dense material. In contrast to Ecovative’s standard process of ‘baking’ the ingredients at high temperature, which kills the fungus, McBee et al were able to desiccate the material at ambient temperature. In this state, the fungus rests but can be revived by moisturization. This allows casting of modular bricks that can later be grown together into larger 3D structures—like walls or shelters—without additional mortar. It also allows the material to self-heal if broken. The authors show that a broken brick could be regrown by placing the broken halves close to each other with the healed material retaining most of its original mechanical properties. Further, the material could be fully recycled by grinding it down and using it as inoculum to grow new bricks. After developing this core living material, the team went one step further and equipped it with additional functions by adding an engineered bacterium that carries user-defined synthetic circuitry to the material mix. Instead of using an established, laboratory-tamed synthetic biology chassis such as Escherichia coli, which might have been outcompeted by the fungus, the authors performed a detailed microbiome analysis of the material, identifying and isolating a prevalent member, Pantoea agglomerans. They turned P. agglomerans into an engineerable chassis that could be reintroduced and maintained within the material. The authors then implemented a toy circuit distributed over two engineered strains of P. agglomerans. The first strain generated a volatile quorum sensing molecule (sender strain) that could be sensed and propagated through the material by a second strain (responderpropagator strain) that also created a fluorescent output that could be visualized under the microscope. As such, individual bricks
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引用次数: 0
SynBio2Easy-a biologist-friendly tool for batch operations on SBOL designs with Excel inputs. synbio2easy -一个生物学家友好的工具,用于批量操作SBOL设计与Excel输入。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2021-01-01 DOI: 10.1093/synbio/ysac002
Tomasz Zieliński, Johnny Hay, Andrew Romanowski, Anja Nenninger, Alistair McCormick, Andrew J Millar

Practical delivery of Findable, Accessible, Reusable and Interoperable principles for research data management requires expertise, time resource, (meta)data standards and formats, software tools and public repositories. The Synthetic Biology Open Language (SBOL2) metadata standard enables FAIR sharing of the designs of synthetic biology constructs, notably in the repository of the SynBioHub platform. Large libraries of such constructs are increasingly easy to produce in practice, for example, in DNA foundries. However, manual curation of the equivalent libraries of designs remains cumbersome for a typical lab researcher, creating a barrier to data sharing. Here, we present a simple tool SynBio2Easy, which streamlines and automates operations on multiple Synthetic Biology Open Language (SBOL) designs using Microsoft Excel® tables as metadata inputs. The tool provides several utilities for manipulation of SBOL documents and interaction with SynBioHub: for example, generation of a library of plasmids based on an original design template, bulk deposition into SynBioHub, or annotation of existing SBOL component definitions with notes and authorship information. The tool was used to generate and deposit a collection of 3661 cyanobacterium Synechocystis plasmids into the public SynBioHub repository. In the process of developing the software and uploading these data, we evaluated some aspects of the SynBioHub platform and SBOL ecosystem, and we discuss proposals for improvement that could benefit the user community. With software such as SynBio2Easy, we aim to deliver a user-driven tooling to make FAIR a reality at all stages of the project lifecycle in synthetic biology research. Graphical Abstract.

研究数据管理的可查找、可访问、可重用和可互操作原则的实际交付需要专业知识、时间资源、(元)数据标准和格式、软件工具和公共存储库。合成生物学开放语言(shol2)元数据标准使合成生物学结构的设计能够公平共享,特别是在SynBioHub平台的存储库中。这种结构的大型库在实践中越来越容易生产,例如在DNA代工厂中。然而,对于一个典型的实验室研究人员来说,手动管理等效的设计库仍然很麻烦,这给数据共享造成了障碍。在这里,我们提出了一个简单的工具SynBio2Easy,它简化和自动化了多个合成生物学开放语言(SBOL)设计的操作,使用Microsoft Excel®表作为元数据输入。该工具为SBOL文档的操作和与SynBioHub的交互提供了几个实用程序:例如,基于原始设计模板生成质粒库,批量沉积到SynBioHub中,或者用注释和作者信息注释现有的SBOL组件定义。该工具用于生成3661个蓝藻胞囊质粒并将其存储到公共SynBioHub存储库中。在开发软件和上传这些数据的过程中,我们评估了SynBioHub平台和SBOL生态系统的一些方面,并讨论了可以使用户社区受益的改进建议。通过像SynBio2Easy这样的软件,我们的目标是提供一个用户驱动的工具,使FAIR在合成生物学研究项目生命周期的所有阶段都成为现实。图形抽象。
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引用次数: 1
Synthesis of libraries and multi-site mutagenesis using a PCR-derived, dU-containing template. 利用pcr衍生的含有du的模板合成文库和多位点诱变。
Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2021-01-01 DOI: 10.1093/synbio/ysaa030
Gretchen Meinke, Nahide Dalda, Benjamin S Brigham, Andrew Bohm

Directed DNA libraries are useful because they focus genetic diversity in the most important regions within a sequence. Ideally, all sequences in such libraries should appear with the same frequency and there should be no significant background from the starting sequence. These properties maximize the number of different sequences that can be screened. Described herein is a method termed SLUPT (Synthesis of Libraries via a dU-containing PCR-derived Template) for generating highly targeted DNA libraries and/or multi-site mutations wherein the altered bases may be widely distributed within a target sequence. This method is highly efficient and modular. Moreover, multiple distinct sites, each with one or more base changes, can be altered in a single reaction. There is very low background from the starting sequence, and SLUPT libraries have similar representation of each base at the positions selected for variation. The SLUPT method utilizes a single-stranded dU-containing DNA template that is made by polymerase chain reaction (PCR). Synthesis of the template in this way is significantly easier than has been described earlier. A series of oligonucleotide primers that are homologous to the template and encode the desired genetic diversity are extended and ligated in a single reaction to form the mutated product sequence or library. After selective inactivation of the template, only the product library is amplified. There are no restrictions on the spacing of the mutagenic primers except that they cannot overlap.

定向DNA文库是有用的,因为它们将遗传多样性集中在序列中最重要的区域。理想情况下,这些文库中的所有序列应该以相同的频率出现,并且应该没有起始序列的显著背景。这些属性最大限度地增加了可以筛选的不同序列的数量。本文描述的是一种称为SLUPT(通过含有du的pcr衍生模板合成文库)的方法,用于生成高度靶向的DNA文库和/或多位点突变,其中改变的碱基可能广泛分布在目标序列中。该方法高效、模块化。此外,多个不同的位点,每个位点有一个或多个碱基变化,可以在单个反应中改变。起始序列的背景非常低,SLUPT库在选择变化的位置上对每个碱基具有相似的表示。SLUPT方法利用由聚合酶链反应(PCR)制成的单链含du的DNA模板。以这种方式合成模板比前面描述的要容易得多。一系列与模板同源并编码所需遗传多样性的寡核苷酸引物在一次反应中被延伸和连接,形成突变产物序列或文库。选择模板失活后,只扩增产品库。对诱变引物的间距没有限制,只是它们不能重叠。
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引用次数: 0
期刊
Synthetic biology (Oxford, England)
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