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Discovering methylated DNA motifs in bacterial nanopore sequencing data with MIJAMP. 用MIJAMP在细菌纳米孔测序数据中发现甲基化DNA基序。
IF 3.2 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-12-31 DOI: 10.1093/jimb/kuaf022
Alyssa K Tidwell, Evelyn Faust, Carrie A Eckert, Adam M Guss, William G Alexander

Bacterial DNA methylation is involved in diverse cellular functions, including modulation of gene expression, DNA repair, and restriction-modification systems for defense against viruses and other foreign DNA. Restriction systems hinder efforts to engineer organisms to produce fuels and chemicals from waste and renewable feedstocks by degrading DNA during transformation. Methylome analysis allows identification of motifs within a bacterial chromosome that may be targeted by native restriction enzymes. Further expression of the corresponding methyltransferases in Escherichia coli allows plasmid DNA to be protected from restriction in the target organism, thereby drastically enhancing transformation efficiency. Nanopore sequencing can detect methylated bases, but software is needed to transform modified base coordinates into methylated motifs. Here, we develop MIJAMP (MIJAMP Is Just A  MethylBED Parser), a software package that was developed to discover methylated motifs from the output of ONT's Modkit or other data in the methylBED format. MIJAMP employs a human-driven refinement strategy that empirically validates all motifs against genome-wide methylation data, thus eliminating incorrect motifs. MIJAMP also reports methylation data on specific, user-defined motifs. Using MIJAMP, we determined the methylated motifs both in a control strain (wild-type E. coli) and in Synecococcus sp. strain PCC7002, laying the foundation for improved transformation in this organism. MIJAMP is available at https://code.ornl.gov/alexander-public/mijamp/. One Sentence Summary: Here we describe software written to discover DNA methylation motifs from nanopore sequencing data.

细菌DNA甲基化涉及多种细胞功能,包括基因表达的调节、DNA修复和防御病毒和其他外源DNA的限制性修饰系统。限制系统阻碍了改造生物体,使其在转化过程中通过降解DNA,从废物和可再生原料中生产燃料和化学品的努力。甲基组分析可以鉴定细菌染色体内可能被天然限制性内切酶靶向的基序。在大肠杆菌中进一步表达相应的甲基转移酶,使质粒DNA在靶生物中不受限制,从而大大提高了转化效率。纳米孔测序可以检测甲基化碱基,但需要软件将修饰的碱基坐标转化为甲基化基序。在这里,我们开发了MIJAMP (MIJAMP只是一个MethylBED解析器),这是一个软件包,用于从ONT的Modkit输出或其他MethylBED格式的数据中发现甲基化基序。MIJAMP采用人类驱动的改进策略,根据全基因组甲基化数据经验验证所有基序,从而消除不正确的基序。MIJAMP还报告特定的、用户定义的基序的甲基化数据。使用MIJAMP,我们在对照菌株(野生型大肠杆菌)和粘球菌菌株PCC7002中确定了甲基化的基序,为在该生物体中改进转化奠定了基础。MIJAMP可在https://code.ornl.gov/alexander-public/mijamp/上获得。
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引用次数: 0
Microbial Enzymes in Industrial Biotechnology: Sources, Production, and Significant Applications of Lipases. 工业生物技术中的微生物酶:脂肪酶的来源、生产和重要应用。
IF 3.2 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-12-31 DOI: 10.1093/jimb/kuaf010
Nisha Sharma, Yogesh K Ahlawat, Nattan Stalin, Sajid Mehmood, Sonia Morya, Anurag Malik, Malathi H, Jayshree Nellore, Deepak Bhanot

The variety of microorganisms represents the most prevalent sources utilized within diverse industries and research fields. Enzymes with microorganisms are applied in the use of industrial biotechnology. Since the dawn of civilization, there are techniques like extraction and fermentation that use plant or bacterial enzymes as well as other byproducts. Enzymes, the natural catalysts, are intricately involved in many aspects of life. Enzymes pose remarkable specificity for their substrate, which implies that these metabolic cycles in a living cell need to be executed by a team working in collaboration. The major sources of these enzymes are yeast, some fungi and bacteria. Just like all living forms, microbes interact with their environment in which they must live in order to survive. A large number of microorganisms that are capable of producing great varieties of enzymes are important in the production of bread, cheese, yogurt, beer, and many other foods. One of the most widely used lipolytic enzyme is lipase from various sources including food and dairy industry, leather, detergent, pulp and paper, bioenergy and even pharma. With the latest innovation in biotechnology, the need for organisms that produce different commercially important lipases which other strains of lipases do is increasing. Lipases produced from microbial cells have a major industrial significance because of their property of versatility and ease of mass production. This review seeks to clarify the sources of microorganisms, lipase production and purification processes, as well as the environmental and industrial uses of lipase enzymes.

One-sentence summary: This manuscript explores the diverse microbial sources of lipase, their production processes and the crucial applications in industries such as food, pharmaceuticals, and biofuels.

各种各样的微生物代表了在不同的工业和研究领域中使用的最普遍的来源。酶与微生物在工业生物技术中的应用。自从文明出现以来,就有了利用植物或细菌酶以及其他副产品的提取和发酵等技术。酶是一种天然的催化剂,它与生命的许多方面有着错综复杂的关系。酶对其底物具有显著的特异性,这意味着活细胞中的这些代谢循环需要团队合作来完成。这些酶的主要来源是酵母、一些真菌和细菌。就像所有的生命形式一样,微生物与它们必须生存的环境相互作用。大量能够产生多种酶的微生物在面包、奶酪、酸奶、啤酒和许多其他食品的生产中起着重要作用。脂肪酶是应用最广泛的一种脂解酶,其来源包括食品和乳制品工业、皮革、洗涤剂、纸浆和造纸、生物能源甚至制药。随着生物技术的最新创新,对生产不同商业上重要的脂肪酶的生物的需求正在增加。由微生物细胞生产的脂肪酶具有重要的工业意义,因为它们具有多功能性和易于批量生产的特点。本文旨在阐明微生物的来源,脂肪酶的生产和纯化过程,以及脂肪酶的环境和工业用途。
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引用次数: 0
Anti-Parkinsonian 4-hydroxy-2-pyridones from an endolichenic fungus, Tolypocladium sp. (strain CNC14). 抗帕金森氏4-羟基-2-吡啶酮从内生真菌,polypocladium sp.(菌株CNC14)。
IF 3.2 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-12-31 DOI: 10.1093/jimb/kuaf027
Jin Won Choi, Chaesun Kwon, Jin Woo Lee, Jae-Seoun Hur, Min-Kyoo Shin, Sang Hee Shim

4-Hydroxy-2-pyridone alkaloids have attracted considerable attention because of their intriguing structures and diverse bioactivities. In our previous study, 4-hydroxy-2-pyridone alkaloids were shown to exhibit potent activity against neuron-associated targets. To discover this class of neuroactive compounds, an array of endolichenic fungal extracts was screened by analyzing liquid chromatography-ultraviolet-mass spectrometry (LC-UV-MS) profiles. The screening yielded strain Tolypocladium sp. (strain CNC14), which produced compounds with characteristic Ultraviolet patterns for 4-hydroxy-2-pyridone alkaloids using our in-house library. Based on these findings, we conducted a chemical investigation, which led to the isolation of four new (1-4) and ten known (5-14) compounds. Their structures were elucidated via spectroscopic methods such as nuclear magnetic resonance and mass spectrometry. The stereochemistry of the new compounds (1-4) was established using rotating frame overhauser effect spectroscopy (ROESY), and the electronic circular dichrosim (ECD) was compared with the calculated data. Interestingly, the side chains of 4-hydroxy-2-pyridone in 1 and 2 were cyclized in different directions to form benzopyrano[3,4-b]pyridinol from previously reported compounds, and all the new compounds were predicted to be biosynthesized from reduced tolypyridone C (7) via the hetero-Diels-Alder reaction. Among the isolated compounds, 4 significantly protected neuronal cells against treatment with 1-methyl-4-phenylpyridinium (MPP+), a Parkinsonian neurotoxin, in an in vitro Parkinson's disease model. One-Sentence Summary: Four new neuroprotective 4-hydroxy-2-pyridone alkaloids were discovered from an endolichenic fungus Tolypocladium sp.

4-羟基-2-吡啶酮生物碱因其独特的结构和丰富的生物活性而受到广泛关注。在我们之前的研究中,4-羟基-2-吡啶酮生物碱显示出对神经元相关靶点的有效活性。为了发现这类神经活性化合物,通过LC-UV-MS谱分析筛选了一系列内生真菌提取物。筛选得到的菌株为toolypocladium sp. (CNC14),该菌株利用我们的内部文库生成了具有4-羟基-2-吡啶酮生物碱特征紫外图谱的化合物。基于这些发现,我们进行了化学研究,分离出4个新的(1-4)和10个已知的(5-14)化合物。通过核磁共振、质谱等波谱方法对其结构进行了表征。利用ROESY建立了新化合物(1-4)的立体化学结构,并将ECD与计算数据进行了比较。有趣的是,1和2中的4-羟基-2-吡啶酮侧链在不同方向上被环化形成苯并吡喃[3,4-b]吡啶醇,并且预测所有新化合物都是由还原的甲吡啶酮C(7)通过hetero- diols - alder反应合成的。在分离的化合物中,4种在体外帕金森病模型中显著保护神经元细胞免受MPP+(一种帕金森神经毒素)的治疗。
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引用次数: 0
A Multi Clone Kinetic Model for characterizing Chinese hamster ovary cell line variability. 表征CHO细胞系变异性的多克隆动力学模型。
IF 3.2 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-12-31 DOI: 10.1093/jimb/kuaf029
Devi Sietaram, Pavlos Kotidis, Gary Finka, Alexei A Lapkin

This paper presents the Multi Clone Kinetic Model (MCKM), a novel generalized kinetic mechanistic model for fed-batch cultivations of diverse Chinese hamster ovary (CHO) cell lines, producing different recombinant monoclonal antibodies (mAbs). Unlike traditional kinetic models requiring multiple cultures for one parameter regression, MCKM derives a complete set of 13 kinetic parameters from a single fed-batch cell line culture of 49 data points. This enables per-cell-line metabolic characterization during cell line development, as well as direct comparisons of kinetics across clones, passages, and different recombinant mAbs. To enable MCKM to be broadly applicable across many cell lines and mAbs, and to address the high-dimensional challenge of estimating 13 kinetic parameters from a small number of datapoints, the model uniquely incorporates a mechanistic growth constraint, a glucose-dependent lactate switch, and automated parameter balancing. MCKM demonstrated successful regression of 656 fed-batch culture runs of 157 unique CHO cell lines across four passage generations, recombinant for three different mAbs, achieving high accuracy in biomass and mAb titre (average ${rm{bar{R}}}_{{{{rm{X}}}_{rm{v}}}}^2$ ≈ 0.96 ± 0.07 and ${rm{bar{R}}}_{rm{P}}^2$ ≈ 0.97 ± 0.05, respectively). MCKM could facilitate automated cell line selection, identification of critical process parameters and biomarkers, guide media and feeding strategies, predict metabolite profiles, and support scale-up and quality-by-design studies, delivering overall reduction of experimental workload. One-Sentence Summary: This paper presents a novel kinetic model that derives distinct parameter sets from a single fed-batch run, enabling characterization of individual CHO clones across different mAb targets.

多克隆动力学模型(Multi - Clone Kinetic Model, MCKM)是一种新的通用动力学机制模型,用于饲养批量培养多种中国仓鼠卵巢(CHO)细胞系,产生不同的重组单克隆抗体(mAbs)。与传统的动力学模型不同,一个参数回归需要多个培养物,MCKM从单个补批细胞系培养的49个数据点中获得完整的13个动力学参数。这使得细胞系发育过程中的每细胞系代谢特征,以及跨克隆、传代和不同重组单克隆抗体的动力学直接比较成为可能。为了使MCKM广泛适用于许多细胞系和单克隆抗体,并解决从少量数据点估计13个动力学参数的高维挑战,该模型独特地结合了机械生长约束、葡萄糖依赖性乳酸开关和自动参数平衡。MCKM成功地回归了157个独特的CHO细胞系的656次间歇培养,跨越4代,重组了3种不同的单克隆抗体,在生物量和单克隆抗体滴度上获得了很高的准确性(平均分别为${rm bar R}^3_{rm X_v}approx 0.96pm 0.07$和${rm bar R}^3_{rm P}approx 0.97pm 0.05$)。MCKM可以促进自动化细胞系选择,关键工艺参数和生物标志物的识别,指导培养基和喂养策略,预测代谢物谱,并支持规模扩大和质量设计研究,从而减少实验工作量。
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引用次数: 0
Development of Modular Expression Across Phylogenetically Distinct Diazotrophs 在系统发育不同的重氮营养体中发展模块化表达
IF 3.4 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-11 DOI: 10.1093/jimb/kuae033
Shawn Kulakowski, Alex Rivier, Rita Kuo, Sonya Mengel, Thomas Eng
Diazotrophic bacteria can reduce atmospheric nitrogen into ammonia enabling bioavailability of the essential element. Many diazotrophs closely associate with plant roots increasing nitrogen availability, acting as plant growth promoters. These associations have the potential to reduce the need for costly synthetic fertilizers if they could be engineered for agricultural applications. However, despite the importance of diazotrophic bacteria, genetic tools are poorly developed in a limited number of species, in turn narrowing the crops and root microbiomes that can be targeted. Here we report optimized protocols and plasmids to manipulate phylogenetically diverse diazotrophs with the goal of enabling synthetic biology and genetic engineering. Three broad-host-range plasmids can be used across multiple diazotrophs, with the identification of one specific plasmid (containing origin of replication RK2 and a kanamycin resistance marker) showing the highest degree of compatibility across bacteria tested. We then demonstrated modular expression by testing seven promoters and eleven ribosomal binding sites using proxy fluorescent proteins. Finally, we tested four small molecule inducible systems to report expression in three diazotrophs and demonstrated genome editing in Klebsiella michiganensis M5al.
重氮营养细菌能将大气中的氮还原成氨,从而提高生物对氮元素的利用率。许多重氮营养细菌与植物根系紧密结合,增加氮的可用性,起到促进植物生长的作用。如果能将这些联系用于农业,就有可能减少对昂贵的合成肥料的需求。然而,尽管重氮营养细菌非常重要,但在数量有限的物种中,基因工具的开发程度却很低,这反过来又缩小了可针对的作物和根微生物群的范围。在这里,我们报告了用于操纵系统发育多样的重氮营养细菌的优化方案和质粒,目的是实现合成生物学和基因工程。三种具有广泛宿主范围的质粒可用于多种重氮滋养菌,其中一种特定质粒(含有复制起源 RK2 和卡那霉素抗性标记)在测试的细菌中显示出最高程度的兼容性。然后,我们使用代理荧光蛋白测试了七个启动子和十一个核糖体结合位点,证明了模块化表达。最后,我们测试了四种小分子诱导系统,报告了在三种重氮营养菌中的表达情况,并在密歇根克雷伯菌 M5al 中演示了基因组编辑。
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引用次数: 0
Simultaneous enumeration of yeast and bacterial cells in the context of industrial bioprocesses 在工业生物过程中同时枚举酵母和细菌细胞
IF 3.4 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-10 DOI: 10.1093/jimb/kuae029
Carolina Teixeira Martins, Ana Paula Jacobus, Renilson Conceição, Douglas Fernandes Barbin, Helena Bolini, Andreas Karoly Gombert
In scenarios where yeast and bacterial cells coexist, it is of interest to simultaneously quantify the concentrations of both cell types, since traditional methods used to determine these concentrations individually take more time and resources. Here, we compared different methods for quantifying the fuel ethanol Saccharomyces cerevisiae PE-2 yeast strain and cells from the probiotic Lactiplantibacillus plantarum strain in microbial suspensions. Individual suspensions were prepared, mixed in 1:1 or 100:1 yeast-to-bacteria ratios, covering the range typically encountered in sugarcane biorefineries, and analyzed using bright field microscopy, manual and automatic Spread-plate and Drop-plate counting, flow cytometry (at 1:1 and 100:1 ratios), and a Coulter Counter (at 1:1 and 100:1 ratios). We observed that for yeast cell counts in the mixture (1:1 and 100:1 ratios), flow cytometry, the Coulter Counter, and both Spread-plate options (manual and automatic CFU counting) yielded statistically similar results, while the Drop-plate and microscopy-based methods gave statistically different results. For bacterial cell quantification, the microscopy-based method, Drop-plate, and both Spread-plate plating options and flow cytometry (1:1 ratio) produced no significantly different results (p &gt; .05). In contrast, the Coulter Counter (1:1 ratio) and flow cytometry (100:1 ratio) presented results statistically different (p &lt; .05). Additionally, quantifying bacterial cells in a mixed suspension at a 100:1 ratio wasn't possible due to an overlap between yeast cell debris and bacterial cells. We conclude that each method has limitations, advantages, and disadvantages. One-Sentence Summary This study compares methods for simultaneously quantifying yeast and bacterial cells in a mixed sample, highlighting that in different cell proportions, some methods cannot quantify both cell types and present distinct advantages and limitations regarding time, cost, and precision.
在酵母细胞和细菌细胞共存的情况下,同时量化这两种细胞类型的浓度是很有意义的,因为单独测定这些浓度的传统方法需要花费更多的时间和资源。在此,我们比较了不同的方法来量化微生物悬浮液中的燃料乙醇酿酒酵母 PE-2 菌株和益生菌植物乳杆菌菌株的细胞。我们制备了单个悬浮液,以 1:1 或 100:1 的酵母菌与细菌比例混合,涵盖了甘蔗生物炼制过程中通常遇到的比例范围,并使用明视野显微镜、手动和自动展板和滴板计数、流式细胞仪(以 1:1 和 100:1 的比例)以及库尔特计数器(以 1:1 和 100:1 的比例)进行分析。我们观察到,对于混合物中的酵母细胞计数(1:1 和 100:1),流式细胞仪、库尔特计数器和两种展板选项(手动和自动 CFU 计数)得出的结果在统计学上相似,而基于滴板和显微镜的方法得出的结果在统计学上不同。在细菌细胞定量方面,基于显微镜的方法、Drop-plate、Spread-plate Plating 选项和流式细胞仪(1:1 比例)得出的结果无明显差异(p&;gt; .05)。相比之下,库尔特计数器(1:1 比例)和流式细胞仪(100:1 比例)得出的结果有统计学差异(p &p;lt;.05)。此外,由于酵母细胞碎片和细菌细胞之间存在重叠,因此无法以 100:1 的比例量化混合悬浮液中的细菌细胞。我们的结论是,每种方法都有其局限性和优缺点。一句话总结 本研究比较了同时定量混合样品中酵母细胞和细菌细胞的方法,强调了在不同细胞比例下,有些方法无法同时定量两种细胞类型,而且在时间、成本和精度方面存在明显的优势和局限性。
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引用次数: 0
Multi-modular metabolic engineering and efflux engineering for enhanced lycopene production in recombinant Saccharomyces cerevisiae 利用多模块代谢工程和外排工程提高重组酿酒酵母的番茄红素产量
IF 3.4 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-15 DOI: 10.1093/jimb/kuae015
Guangxi Huang, Jiarong Li, Jingyuan Lin, Changqing Duan, Guoliang Yan
Lycopene has been widely used in the food industry and medical field due to its antioxidant, anti-cancer, and anti-inflammatory properties. However, achieving efficient manufacture of lycopene using chassis cells on an industrial scale remains a major challenge. Herein, we attempted to integrate multiple metabolic engineering strategies to establish an efficient and balanced lycopene biosynthetic system in Saccharomyces cerevisiae. First, the lycopene synthesis pathway was modularized to sequentially enhance the metabolic flux of the Mevalonate pathway, the acetyl-CoA supply module, and lycopene exogenous enzymatic module. The modular operation enabled the efficient conversion of acetyl-CoA to downstream pathway of lycopene synthesis, resulting in a 3.1-fold increase of lycopene yield. Second, we introduced acetate as an exogenous carbon source and utilized an acetate-repressible promoter to replace the natural ERG9 promoter. This approach not only enhanced the supply of acetyl-CoA but also concurrently diminished the flux towards the competitive ergosterol pathway. As a result, a further 42.3% increase in lycopene production was observed. Third, we optimized NADPH supply and mitigated cytotoxicity by overexpressing ABC transporters to promote lycopene efflux. The obtained strain YLY-PDR11 showed a 12.7-fold increase in extracellular lycopene level compared to the control strain. Finally, the total lycopene yield reached 343.7mg/L, which was 4.3 times higher than that of the initial strain YLY-04. Our results demonstrate that combining multi-modular metabolic engineering with efflux engineering is an effective approach to improve the production of lycopene. This strategy can also be applied to the overproduction of other desirable isoprenoid compounds with similar synthesis and storage patterns in S. cerevisiae.
番茄红素因其抗氧化、抗癌和抗炎特性而被广泛应用于食品工业和医学领域。然而,利用底盘细胞实现番茄红素的高效工业化生产仍然是一项重大挑战。在此,我们尝试整合多种代谢工程策略,在酿酒酵母中建立高效、平衡的番茄红素生物合成系统。首先,将番茄红素合成途径模块化,依次提高甲羟戊酸途径、乙酰-CoA供应模块和番茄红素外源酶模块的代谢通量。模块化操作使乙酰-CoA高效地转化到番茄红素合成的下游途径,使番茄红素产量提高了3.1倍。其次,我们引入了醋酸作为外源碳源,并利用醋酸可抑制启动子取代天然的ERG9启动子。这种方法不仅增加了乙酰-CoA 的供应,还同时减少了竞争性麦角甾醇途径的通量。因此,番茄红素的产量进一步增加了 42.3%。第三,我们通过过表达 ABC 转运体来促进番茄红素外流,从而优化 NADPH 的供应并减轻细胞毒性。与对照菌株相比,获得的菌株 YLY-PDR11 细胞外番茄红素含量增加了 12.7 倍。最后,番茄红素总产量达到 343.7 毫克/升,是初始菌株 YLY-04 的 4.3 倍。我们的研究结果表明,将多模块代谢工程与外排工程相结合是提高番茄红素产量的有效方法。这种策略也可用于在酿酒酵母中过度生产其他具有类似合成和储存模式的理想异戊二烯化合物。
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引用次数: 0
Application of the surface engineered recombinant Escherichia coli to the industrial battery waste solution for lithium recovery 将表面工程重组大肠杆菌应用于工业电池废液中的锂回收
IF 3.4 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-04 DOI: 10.1093/jimb/kuae012
Jaehoon Jeong, Vidhya Selvamani, Murali kannan Maruthamuthu, Kulandaisamy Arulsamy, Soon Ho Hong
Escherichia coli were engineered to selectively adsorb and recover lithium from the environment by employing bacterial cell surface display strategy. Lithium binding peptide LBP1 was integrated to the Escherichia coli membrane protein OmpC. The effect of environmental conditions on the adsorption of lithium by recombinant strain was evaluated, and lithium particles on cellular surface was analysed by FE-SEM and XRD. To elevate the lithium adsorption, dimeric, trimeric and tetrameric repeats of the LBP1 peptide was constructed and displayed on the surface of E. coli. The constructed recombinant E. coli displaying LBP1 trimer was applied to real industrial lithium battery wastewater to recover lithium.
通过采用细菌细胞表面展示策略,设计了大肠杆菌来选择性地吸附和回收环境中的锂。锂结合肽 LBP1 被整合到大肠杆菌膜蛋白 OmpC 中。评估了环境条件对重组菌株吸附锂的影响,并通过 FE-SEM 和 XRD 分析了细胞表面的锂颗粒。为了提高锂的吸附能力,研究人员构建了二聚、三聚和四聚重复的 LBP1 肽,并将其展示在大肠杆菌表面。将构建的显示 LBP1 三聚体的重组大肠杆菌用于实际工业锂电池废水中回收锂。
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引用次数: 0
Harnessing regulatory networks in Actinobacteria for natural product discovery 利用放线菌的调控网络发现天然产品
IF 3.4 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-04 DOI: 10.1093/jimb/kuae011
Hannah E Augustijn, Anna M Roseboom, Marnix H Medema, Gilles P van Wezel
Microbes typically live in complex habitats where they need to rapidly adapt to continuously changing growth conditions. To do so, they produce an astonishing array of natural products with diverse structures and functions. Actinobacteria stand out for their prolific production of bioactive molecules, including antibiotics, anticancer agents, antifungals, and immunosuppressants. Attention has been directed especially towards the identification of the compounds they produce and the mining of the large diversity of biosynthetic gene clusters (BGCs) in their genomes. However, the current return on investment in random screening for bioactive compounds is low, while it is hard to predict which of the millions of BGCs should be prioritized. Moreover, many of the BGCs for yet undiscovered natural products are silent or cryptic under laboratory growth conditions. To identify ways to prioritize and activate these BGCs, knowledge regarding the way their expression is controlled is crucial. Intricate regulatory networks control global gene expression in Actinobacteria, governed by a staggering number of up to 1000 transcription factors per strain. This review highlights recent advances in experimental and computational methods for characterizing and predicting transcription factor binding sites and their applications to guide natural product discovery. We propose that regulation-guided genome mining approaches will open new avenues toward eliciting the expression of BGCs, as well as prioritizing subsets of BGCs for expression using synthetic biology approaches. One-Sentence Summary This review provides insights into advances in experimental and computational methods aimed at predicting transcription factor binding sites and their applications to guide natural product discovery.
微生物通常生活在复杂的生境中,需要迅速适应不断变化的生长条件。为此,它们会产生大量结构和功能各异的天然产物。放线菌因其大量生产生物活性分子(包括抗生素、抗癌剂、抗真菌剂和免疫抑制剂)而脱颖而出。人们尤其关注对它们产生的化合物的鉴定,以及对其基因组中大量生物合成基因簇(BGC)多样性的挖掘。然而,目前对生物活性化合物进行随机筛选的投资回报率很低,而且很难预测在数百万个 BGCs 中哪些应被优先考虑。此外,许多尚未发现的天然产物的 BGCs 在实验室生长条件下是沉默的或隐蔽的。要确定优先选择和激活这些 BGCs 的方法,了解它们的表达控制方式至关重要。放线菌中错综复杂的调控网络控制着全局基因表达,每个菌株由多达 1000 个转录因子组成,数量惊人。本综述重点介绍了表征和预测转录因子结合位点的实验和计算方法的最新进展,以及这些方法在指导天然产物发现方面的应用。我们建议,以调控为导向的基因组挖掘方法将为诱导 BGCs 的表达开辟新的途径,并利用合成生物学方法优先表达 BGCs 子集。一句话总结 本综述深入介绍了旨在预测转录因子结合位点的实验和计算方法的进展及其在指导天然产物发现方面的应用。
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引用次数: 0
One-pot chemoenzymatic syntheses of non-canonical amino acids. 非典型氨基酸的单锅化学合成。
IF 3.4 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-01-09 DOI: 10.1093/jimb/kuae005
Tsung-Han Chao, Xiangyu Wu, Hans Renata

Despite their prevalent use in drug discovery and protein biochemistry, non-canonical amino acids are still challenging to synthesize through purely chemical means. In recent years, biocatalysis has emerged as a transformative paradigm for small-molecule synthesis. One strategy to further empower biocatalysis is to use it in combination with modern chemical reactions and take advantage of the strengths of each method to enable access to challenging structural motifs that were previously unattainable using each method alone. In this Mini-Review, we highlight several recent case studies that feature the synergistic use of chemical and enzymatic transformations in one pot to synthesize novel non-canonical amino acids.

One-sentence summary: This Mini-Review highlights several recent case studies that feature the synergistic use of chemical and enzymatic transformations in one pot to synthesize novel non-canonical amino acids.

尽管非典型氨基酸在药物发现和蛋白质生物化学中的应用十分普遍,但通过纯化学方法合成非典型氨基酸仍然具有挑战性。近年来,生物催化已成为小分子合成的变革性范例。进一步增强生物催化能力的策略之一是将生物催化与现代化学反应相结合,利用每种方法的优势,获得以前无法单独使用每种方法获得的具有挑战性的结构基团。在这篇微型综述中,我们将重点介绍几项最新的案例研究,这些研究的特点是将化学转化与酶转化协同使用,从而合成出新型的非经典氨基酸。
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Journal of Industrial Microbiology & Biotechnology
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