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DNA Scanner: a web application for comparing DNA synthesis feasibility, price and turnaround time across vendors DNA扫描仪:一个web应用程序比较DNA合成可行性,价格和周转时间跨供应商
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.1093/synbio/ysaa011
Gledon Doçi, Lukas Fuchs, Y. Kharbanda, Paul Schickling, Valentin Zulkower, N. Hillson, Ernst Oberortner, Neil Swainston, Johannes Kabisch
DNA synthesis has become a major enabler of modern bioengineering, allowing scientists to simply order online in silico-designed DNA molecules. Rapidly decreasing DNA synthesis service prices and the concomitant increase of research and development scales bolstered by computer-aided DNA design tools and laboratory automation has driven up the demand for synthetic DNA. While vendors provide user-friendly online portals for purchasing synthetic DNA, customers still face the time-consuming task of checking each vendor of choice for their ability and pricing to synthesize the desired sequences. As a result, ordering large batches of DNA sequences can be a laborious manual procedure in an otherwise increasingly automatable workflow. Even when they are available, there is a high degree of technical knowledge and effort required to integrate vendors’ application programming interfaces (APIs) into computer-aided DNA design tools or automated lab processes. Here, we introduce DNA Scanner, a software package comprising (i) a web-based user interface enabling users to compare the feasibility, price and turnaround time of synthetic DNA sequences across selected vendors and (ii) a Python API enabling integration of these functionalities into computer-aided DNA design tools and automated lab processes. We have developed DNA Scanner to uniformly streamline interactions between synthetic DNA vendors, members of the Global Biofoundry Alliance and the scientific community at large.
DNA合成已经成为现代生物工程的主要推动者,允许科学家简单地在网上订购由硅设计的DNA分子。DNA合成服务价格的迅速下降,以及计算机辅助DNA设计工具和实验室自动化支持的研究和开发规模的增加,推动了对合成DNA的需求。虽然供应商提供了用户友好的在线门户网站来购买合成DNA,但客户仍然面临着一项耗时的任务,即检查每个选择的供应商合成所需序列的能力和价格。因此,订购大量的DNA序列可以是一个费力的手动过程,否则日益自动化的工作流程。即使它们是可用的,也需要高度的技术知识和努力来将供应商的应用程序编程接口(api)集成到计算机辅助DNA设计工具或自动化实验室过程中。在这里,我们介绍DNA扫描仪,这是一个软件包,包括(i)一个基于web的用户界面,使用户能够比较选定供应商合成DNA序列的可行性、价格和周转时间;(ii)一个Python API,可以将这些功能集成到计算机辅助DNA设计工具和自动化实验室流程中。我们开发了DNA扫描仪,以统一地简化合成DNA供应商、全球生物铸造联盟成员和整个科学界之间的互动。
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引用次数: 3
Could cells without genomes become the new synthetic biology chassis? 没有基因组的细胞会成为新的合成生物学底盘吗?
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.1093/synbio/ysaa003
Konstantinos Vavitsas
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引用次数: 0
Machine learning-based prediction of activity and substrate specificity for OleA enzymes in the thiolase superfamily 硫硫酶超家族中OleA酶的活性和底物特异性的机器学习预测
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.1093/synbio/ysaa004
S. Robinson, Megan D. Smith, J. Richman, Kelly G. Aukema, L. Wackett
Enzymes in the thiolase superfamily catalyze carbon–carbon bond formation for the biosynthesis of polyhydroxyalkanoate storage molecules, membrane lipids and bioactive secondary metabolites. Natural and engineered thiolases have applications in synthetic biology for the production of high-value compounds, including personal care products and therapeutics. A fundamental understanding of thiolase substrate specificity is lacking, particularly within the OleA protein family. The ability to predict substrates from sequence would advance (meta)genome mining efforts to identify active thiolases for the production of desired metabolites. To gain a deeper understanding of substrate scope within the OleA family, we measured the activity of 73 diverse bacterial thiolases with a library of 15 p-nitrophenyl ester substrates to build a training set of 1095 unique enzyme–substrate pairs. We then used machine learning to predict thiolase substrate specificity from physicochemical and structural features. The area under the receiver operating characteristic curve was 0.89 for random forest classification of enzyme activity, and our regression model had a test set root mean square error of 0.22 (R2 = 0.75) to quantitatively predict enzyme activity levels. Substrate aromaticity, oxygen content and molecular connectivity were the strongest predictors of enzyme–substrate pairing. Key amino acid residues A173, I284, V287, T292 and I316 in the Xanthomonas campestris OleA crystal structure lining the substrate binding pockets were important for thiolase substrate specificity and are attractive targets for future protein engineering studies. The predictive framework described here is generalizable and demonstrates how machine learning can be used to quantitatively understand and predict enzyme substrate specificity.
硫酶超家族中的酶催化碳-碳键形成,用于生物合成聚羟基烷酸盐储存分子、膜脂和生物活性次级代谢物。天然和工程硫酶在合成生物学中用于生产高价值化合物,包括个人护理产品和治疗药物。缺乏对硫硫酶底物特异性的基本理解,特别是在OleA蛋白家族中。从序列中预测底物的能力将推进(元)基因组挖掘工作,以确定生产所需代谢物的活性硫酶。为了更深入地了解OleA家族的底物范围,我们用15对对硝基苯酯底物库测量了73种不同细菌硫酶的活性,建立了1095对独特的酶-底物对的训练集。然后,我们使用机器学习从物理化学和结构特征来预测硫硫酶底物的特异性。酶活性随机森林分类的受试者工作特征曲线下面积为0.89,回归模型定量预测酶活性水平的检验集均方根误差为0.22 (R2 = 0.75)。底物芳香性、氧含量和分子连通性是酶-底物配对的最强预测因子。油菜黄单胞菌OleA晶体结构中的关键氨基酸残基A173、I284、V287、T292和I316排列在底物结合口袋中,对硫硫酶的底物特异性具有重要意义,是未来蛋白质工程研究的重要目标。这里描述的预测框架是可推广的,并展示了机器学习如何用于定量理解和预测酶底物特异性。
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引用次数: 18
Dual UTR-A novel 5′ untranslated region design for synthetic biology applications 双utr -一种新的合成生物学应用的5 '非翻译区设计
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2019-09-19 DOI: 10.1101/775643
S. B. Le, Ingerid Onsager, J. A. Lorentzen, R. Lale
Bacterial 5′ untranslated regions of mRNA (UTR) involve in a complex regulation of gene expression; however, the exact sequence features contributing to gene regulation are not yet fully understood. In this study, we report the design of a novel 5′ UTR, dual UTR, utilising the transcriptional and translational characteristics of 5′ UTRs in a single expression cassette. The dual UTR consists of two 5′ UTRs, each separately leading to either increase in transcription or translation of the reporter, that are separated by a spacer region, enabling de novo translation initiation. We rationally create dual UTRs with a wide range of expression profiles and demonstrate the functionality of the novel design concept in Escherichia coli and in Pseudomonas putida using different promoter systems and coding sequences. Overall, we demonstrate the application potential of dual UTR design concept in various synthetic biology applications ranging from fine-tuning of gene expression to maximisation of protein production.
细菌mRNA的5 '非翻译区(UTR)参与基因表达的复杂调控;然而,基因调控的确切序列特征尚不完全清楚。在这项研究中,我们报道了一种新的5 ' UTR的设计,双UTR,利用5 ' UTR在单个表达盒中的转录和翻译特性。双UTR由两个5 ' UTR组成,每个单独导致报告基因的转录或翻译增加,它们被间隔区隔开,从而实现从头开始翻译。我们合理地创建了具有广泛表达谱的双utr,并使用不同的启动子系统和编码序列在大肠杆菌和恶臭假单胞菌中展示了新设计概念的功能。总的来说,我们展示了双UTR设计概念在各种合成生物学应用中的应用潜力,从基因表达的微调到蛋白质生产的最大化。
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引用次数: 15
Enhancing control of cell-free metabolism through pH modulation 通过pH调节加强对无细胞代谢的控制
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2019-01-01 DOI: 10.1093/synbio/ysz027
Ashty S. Karim, Blake J. Rasor, M. Jewett
Engineering metabolism for the synthesis of bio-based products in non-model organisms can be challenging. One specific challenge is that biosynthetic pathways are often built from enzyme candidates sourced from diverse organisms, which can prove difficult to implement in recombinant hosts due to differences in their cellular environments (e.g. pH, cofactor balance). To address this problem, we report a cell-free synthetic biology approach for understanding metabolism in a range of environmental conditions, specifically under varied pH. The key idea is to control the pH of Escherichia coli-based cell-free systems for assessing pathway performance using enzymes sourced from organisms other than E. coli. As a model, we apply this approach to study the impact of pH on the n-butanol biosynthesis pathway derived from clostridia in E. coli lysates. Specifically, we exploit the open, cell-free reaction environment to explore pH outside the habitable range of E. coli, revealing insights into how chemical context impacts the interaction between native metabolism and heterologous enzymes. We find that the pH optimum for butanol production from acetyl-CoA is substantially lower than the optimal pH of glycolysis in E. coli-based crude lysates. In addition, pH is an essential factor to consider when activating metabolic pathways in the cell-free environment due to its effect on reaction yield or enzyme activity, the latter of which is demonstrated in this work for alcohol dehydrogenases from a range of extremophiles. Ultimately, altering metabolism through pH control will allow cell-free systems to be used in studying the metabolic state of organisms and identify suitable enzymes for pathway engineering.
在非模式生物中合成生物基产品的工程代谢是具有挑战性的。一个具体的挑战是,生物合成途径通常是由来自不同生物的候选酶构建的,由于它们的细胞环境(例如pH值,辅因子平衡)的差异,这可能难以在重组宿主中实现。为了解决这个问题,我们报道了一种无细胞合成生物学方法,用于了解一系列环境条件下的代谢,特别是在不同的pH下。关键思想是控制基于大肠杆菌的无细胞系统的pH值,以使用来自大肠杆菌以外的生物体的酶来评估途径性能。作为一种模型,我们应用这种方法来研究pH对大肠杆菌裂解物中梭菌衍生的正丁醇生物合成途径的影响。具体来说,我们利用开放的无细胞反应环境来探索大肠杆菌可居住范围之外的pH值,揭示化学环境如何影响天然代谢和外源酶之间的相互作用。我们发现乙酰辅酶a生产丁醇的最佳pH值大大低于大肠杆菌基粗裂解物糖酵解的最佳pH值。此外,在无细胞环境中激活代谢途径时,pH值是一个必须考虑的因素,因为它对反应产率或酶活性有影响,后者在一系列极端微生物的酒精脱氢酶的研究中得到了证明。最终,通过pH控制改变代谢将允许无细胞系统用于研究生物体的代谢状态,并为途径工程确定合适的酶。
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引用次数: 18
Better research by efficient sharing: evaluation of free management platforms for synthetic biology designs 高效共享促进研究:合成生物学设计免费管理平台的评价
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2019-01-01 DOI: 10.1093/synbio/ysz016
Uriel Urquiza-García, Tomasz Zieliński, A. Millar
Abstract Synthetic biology aims to introduce engineering principles into biology, for example, the construction of biological devices by assembling previously-characterized, functional parts. This approach demands new resources for cataloging and sharing biological components and designs, in order to accelerate the design-build-test-learn cycle. We evaluated two free, open source software platforms for managing synthetic biology data: Joint Bioenergy Institute-Inventory of Composable Elements (JBEI-ICE) and SynBioHub. We analyzed the systems from the perspective of experimental biology research groups in academia, which seek to incorporate the repositories into their synthetic biology workflow. Here, we define the minimal requirements for a repository in this context and develop three usage scenarios, where we then examine the two platforms: (i) supporting the synthetic biology design-build-test-learn cycle, (ii) batch deposit of existing designs into the repository and (iii) discovery and reuse of designs from the repository. Our evaluation of JBEI-ICE and SynBioHub provides an insight into the current state of synthetic biology resources, might encourage their wider adoption and should guide future development to better meet the needs of this user group.
合成生物学旨在将工程原理引入生物学,例如,通过组装先前表征的功能部件来构建生物装置。这种方法需要新的资源来编目和共享生物组件和设计,以加快设计-构建-测试-学习的周期。我们评估了两个管理合成生物学数据的免费开源软件平台:联合生物能源研究所-可组合元素清单(JBEI-ICE)和SynBioHub。我们从学术界的实验生物学研究小组的角度分析了这些系统,这些研究小组试图将这些存储库纳入他们的合成生物学工作流程。在这里,我们定义了在这种情况下存储库的最低要求,并开发了三种使用场景,然后我们检查了两个平台:(i)支持合成生物学设计-构建-测试-学习周期,(ii)将现有设计批量存储到存储库中,以及(iii)从存储库中发现和重用设计。我们对JBEI-ICE和SynBioHub的评估提供了对合成生物学资源现状的洞察,可能会鼓励它们被更广泛地采用,并应该指导未来的发展,以更好地满足这一用户群体的需求。
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引用次数: 7
RNA-guided piggyBac transposition in human cells rna引导的人细胞piggyBac转位
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2019-01-01 DOI: 10.1093/synbio/ysz018
Brian E. Hew, Ryuei Sato, D. Mauro, I. Stoytchev, Jesse B. Owens
Abstract Safer and more efficient methods for directing therapeutic genes to specific sequences could increase the repertoire of treatable conditions. Many current approaches act passively, first initiating a double-stranded break, then relying on host repair to uptake donor DNA. Alternatively, we delivered an actively integrating transposase to the target sequence to initiate gene insertion. We fused the hyperactive piggyBac transposase to the highly specific, catalytically dead SpCas9-HF1 (dCas9) and designed guide RNAs (gRNAs) to the CCR5 safe harbor sequence. We introduced mutations to the native DNA-binding domain of piggyBac to reduce non-specific binding of the transposase and cause the fusion protein to favor binding by dCas9. This strategy enabled us, for the first time, to direct transposition to the genome using RNA. We showed that increasing the number of gRNAs improved targeting efficiency. Interestingly, over half of the recovered insertions were found at a single TTAA hotspot. We also found that the fusion increased the error rate at the genome-transposon junction. We isolated clonal cell lines containing a single insertion at CCR5 and demonstrated long-term expression from this locus. These vectors expand the utility of the piggyBac system for applications in targeted gene addition for biomedical research and gene therapy.
将治疗基因导向特定序列的更安全、更有效的方法可以增加可治疗疾病的种类。目前的许多方法都是被动的,首先启动双链断裂,然后依靠宿主修复来摄取供体DNA。或者,我们将一个主动整合转座酶传递到目标序列以启动基因插入。我们将过度活跃的piggyBac转座酶与高度特异性、催化死亡的SpCas9-HF1 (dCas9)融合,并设计了CCR5安全港序列的引导rna (grna)。我们在piggyBac的天然dna结合域引入突变,以减少转座酶的非特异性结合,并使融合蛋白有利于dCas9的结合。这一策略使我们第一次能够利用RNA直接对基因组进行转位。我们发现增加grna的数量可以提高靶向效率。有趣的是,超过一半的恢复插入发现在一个单一的TTAA热点。我们还发现,融合增加了基因组-转座子连接处的错误率。我们分离了含有单个CCR5插入的克隆细胞系,并证明了该位点的长期表达。这些载体扩展了piggyBac系统在生物医学研究和基因治疗的靶向基因添加中的应用。
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引用次数: 27
Alignment-Free Analyses of Nucleic Acid Sequences Using Graphical Representation (with Special Reference to Pandemic Bird Flu and Swine Flu) 利用图形表示法对核酸序列进行免比对分析(特别参考大流行性禽流感和猪流感)
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2018-10-01 DOI: 10.1007/978-981-10-8693-9_9
A. Nandy, Antara De, P. Roy, Munna Dutta, Moumita Roy, Dwaipayan Sen, S. Basak
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引用次数: 1
CRISPR-interference-based modulation of mobile genetic elements in bacteria 基于crispr干扰的细菌中可移动遗传元件的调节
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2018-09-27 DOI: 10.1101/428029
Á. Nyerges, B. Bálint, Judit Cseklye, I. Nagy, Csaba Pál, T. Fehér
Spontaneous mutagenesis of synthetic genetic constructs by mobile genetic elements frequently results in the rapid loss of advantageous functions. Previous efforts to minimize such mutations required the exceedingly time-consuming manipulation of bacterial chromosomes and the complete removal of insertional sequences (ISes). To this aim, we developed a single plasmid-based system (pCRIS) that applies CRISPR-interference to inhibit the transposition of bacterial ISes. pCRIS expresses multiple guide RNAs to direct inactivated Cas9 (dCas9) to simultaneously silence IS1, IS3, IS5, and IS150 at up to 38 chromosomal loci in Escherichia coli, in vivo. As a result, the transposition rate of all four targeted ISes dropped to negligible levels at both chromosomal and episomal targets, increasing the half-life of exogenous protein expression. Most notably, pCRIS, while requiring only a single plasmid delivery performed within a single day, provided a reduction of IS-mobility comparable to that seen in genome-scale chromosome engineering projects. Global transcriptomics analysis revealed nevertheless only minute alterations in the expression of untargeted genes. Finally, the transposition-silencing effect of pCRIS was easily transferable across multiple E. coli strains. The plasticity and robustness of our IS-silencing system make it a promising tool to stabilize bacterial genomes for synthetic biology and industrial biotechnology applications.
由可移动遗传元件引起的合成遗传结构的自发突变常常导致优势功能的迅速丧失。以前最小化这种突变的努力需要极其耗时的细菌染色体操作和完全去除插入序列(ISes)。为此,我们开发了一种基于单一质粒的系统(pCRIS),该系统应用crispr干扰来抑制细菌ise的转位。pCRIS在体内表达多个引导rna,指导失活的Cas9 (dCas9)同时沉默大肠杆菌中多达38个染色体位点上的IS1、IS3、IS5和IS150。结果,所有四种靶向ise的转位率在染色体和表皮靶标上都降至可忽略不计的水平,增加了外源蛋白表达的半衰期。最值得注意的是,虽然pCRIS只需要在一天内完成单个质粒的递送,但它提供了与基因组规模的染色体工程项目相当的is迁移率降低。然而,全球转录组学分析显示,非靶向基因的表达只有微小的变化。最后,pCRIS的转座沉默效应很容易在多个大肠杆菌菌株之间转移。我们的is沉默系统的可塑性和稳健性使其成为合成生物学和工业生物技术应用中稳定细菌基因组的有前途的工具。
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引用次数: 20
Construction of a novel phagemid to produce custom DNA origami scaffolds 构建一种新型噬菌体以生产定制DNA折纸支架
IF 3.2 4区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2018-04-27 DOI: 10.1101/309682
Parsa M. Nafisi, Tural Aksel, Shawn M. Douglas
DNA origami, a method for constructing nanoscale objects, relies on a long single strand of DNA to act as the “scaffold” to template assembly of numerous short DNA oligonucleotide “staples”. The ability to generate custom scaffold sequences can greatly benefit DNA origami design processes. Custom scaffold sequences can provide better control of the overall size of the final object and better control of low-level structural details, such as locations of specific base pairs within an object. Filamentous bacteriophages and related phagemids can work well as sources of custom scaffold DNA. However, scaffolds derived from phages require inclusion of multi-kilobase DNA sequences in order to grow in host bacteria, and thus cannot be altered or removed. These fixed-sequence regions constrain the design possibilities of DNA origami. Here we report the construction of a novel phagemid, pScaf, to produce scaffolds that have a custom sequence with a much smaller fixed region of only 381 bases. We used pScaf to generate new scaffolds ranging in size from 1,512 to 10,080 bases and demonstrated their use in various DNA origami shapes and assemblies. We anticipate our pScaf phagemid will enhance development of the DNA origami method and its future applications.
DNA折纸是一种构建纳米级物体的方法,它依靠一条长单链DNA作为“支架”,将许多短DNA寡核苷酸“订书钉”组装成模板。产生定制支架序列的能力可以极大地有利于DNA折纸设计过程。定制支架序列可以更好地控制最终对象的整体尺寸,更好地控制底层结构细节,例如对象内特定碱基对的位置。丝状噬菌体和相关的噬菌体可以很好地作为定制支架DNA的来源。然而,来自噬菌体的支架需要包含多千碱基DNA序列才能在宿主细菌中生长,因此不能被改变或移除。这些固定序列区域限制了DNA折纸设计的可能性。在这里,我们报道了一种新的噬菌体pScaf的构建,以产生具有定制序列的支架,其固定区域更小,只有381个碱基。我们使用pScaf生成新的支架,其大小从1,512到10,080个碱基不等,并演示了它们在各种DNA折纸形状和组装中的使用。我们期望我们的pScaf噬菌体将促进DNA折纸方法的发展及其未来的应用。
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引用次数: 36
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Synthetic Biology
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