Mónica Gandía, Elena Moreno-Giménez, Moisés Giner-Llorca, Sandra Garrigues, Carolina Ropero-Pérez, Antonella Locascio, Pedro V. Martínez-Culebras, Jose F. Marcos, Paloma Manzanares
Fungal antifungal proteins (AFPs) have attracted attention as novel biofungicides. Their exploitation requires safe and cost-effective producing biofactories. Previously, Penicillium chrysogenum and Penicillium digitatum produced recombinant AFPs with the use of a P. chrysogenum-based expression system that consisted of the paf gene promoter, signal peptide (SP)-pro sequence and terminator. Here, the regulatory elements of the afpA gene encoding the highly produced PeAfpA from Penicillium expansum were developed as an expression system for AFP production through the FungalBraid platform. The afpA cassette was tested to produce PeAfpA and P. digitatum PdAfpB in P. chrysogenum and P. digitatum, and its efficiency was compared to that of the paf cassette. Recombinant PeAfpA production was only achieved using the afpA cassette, being P. chrysogenum a more efficient biofactory than P. digitatum. Conversely, P. chrysogenum only produced PdAfpB under the control of the paf cassette. In P. digitatum, both expression systems allowed PdAfpB production, with the paf cassette resulting in higher protein yields. Interestingly, these results did not correlate with the performance of both promoters in a luciferase reporter system. In conclusion, AFP production is a complex outcome that depends on the regulatory sequences driving afp expression, the fungal biofactory and the AFP sequence.
{"title":"Development of a FungalBraid Penicillium expansum-based expression system for the production of antifungal proteins in fungal biofactories","authors":"Mónica Gandía, Elena Moreno-Giménez, Moisés Giner-Llorca, Sandra Garrigues, Carolina Ropero-Pérez, Antonella Locascio, Pedro V. Martínez-Culebras, Jose F. Marcos, Paloma Manzanares","doi":"10.1111/1751-7915.14006","DOIUrl":"https://doi.org/10.1111/1751-7915.14006","url":null,"abstract":"<p>Fungal antifungal proteins (AFPs) have attracted attention as novel biofungicides. Their exploitation requires safe and cost-effective producing biofactories. Previously, <i>Penicillium chrysogenum</i> and <i>Penicillium digitatum</i> produced recombinant AFPs with the use of a <i>P. chrysogenum</i>-based expression system that consisted of the <i>paf</i> gene promoter, signal peptide (SP)-pro sequence and terminator. Here, the regulatory elements of the <i>afpA</i> gene encoding the highly produced PeAfpA from <i>Penicillium expansum</i> were developed as an expression system for AFP production through the FungalBraid platform. The <i>afpA</i> cassette was tested to produce PeAfpA and <i>P. digitatum</i> PdAfpB in <i>P. chrysogenum</i> and <i>P. digitatum</i>, and its efficiency was compared to that of the <i>paf</i> cassette. Recombinant PeAfpA production was only achieved using the <i>afpA</i> cassette, being <i>P. chrysogenum</i> a more efficient biofactory than <i>P. digitatum</i>. Conversely, <i>P. chrysogenum</i> only produced PdAfpB under the control of the <i>paf</i> cassette. In <i>P. digitatum</i>, both expression systems allowed PdAfpB production, with the <i>paf</i> cassette resulting in higher protein yields. Interestingly, these results did not correlate with the performance of both promoters in a luciferase reporter system. In conclusion, AFP production is a complex outcome that depends on the regulatory sequences driving <i>afp</i> expression, the fungal biofactory and the AFP sequence.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"15 2","pages":"630-647"},"PeriodicalIF":5.7,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14006","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5821571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A key barrier to market penetration for sophorolipid biosurfactants is the ability to improve productivity and utilize alternative feedstocks to reduce the cost of production. To do this, a suitable screening tool is required that is able to model the interactions between media components and alter conditions to maximize productivity. In the following work, a central composite design is applied to analyse the effects of altering glucose, rapeseed oil, corn steep liquor and ammonium sulphate concentrations on sophorolipid production with Starmerella bombicola ATCC 222144 after 168 h. Sophorolipid production was analysed using standard least squares regression and the findings related to the growth (OD600) and broth conditions (glucose, glycerol and oil concentration). An optimum media composition was found that was capable of producing 39.5 g l–1 sophorolipid. Nitrogen and rapeseed oil sources were found to be significant, linked to their role in growth and substrate supply respectively. Glucose did not demonstrate a significant effect on production despite its importance to biosynthesis and its depletion in the broth within 96 h, instead being replaced by glycerol (via triglyceride breakdown) as the hydrophilic carbon source at the point of glucose depletion. A large dataset was obtained, and a regression model with applications towards substrate screening and process optimisation developed.
槐脂生物表面活性剂市场渗透的一个关键障碍是提高生产率和利用替代原料以降低生产成本的能力。要做到这一点,需要一个合适的筛选工具,它能够模拟媒体组件之间的相互作用,并改变条件,以最大限度地提高生产率。在接下来的工作中,采用中心复合设计分析了葡萄糖、菜籽油、玉米浸泡液和硫酸铵浓度的变化对bombicola Starmerella ATCC 222144在168 h后生产苦参脂的影响。使用标准最小二乘回归分析槐油的产量,并分析与生长(OD600)和肉汤条件(葡萄糖、甘油和油浓度)相关的结果。找到了一种能产生39.5 g l-1皂荚脂的最佳培养基组成。氮和菜籽油的来源是重要的,分别与它们在生长和基质供应中的作用有关。尽管葡萄糖对生物合成很重要,并且在96小时内在肉汤中耗尽,但葡萄糖对生产没有显着影响,而是被甘油(通过甘油三酯分解)取代,作为葡萄糖耗尽点的亲水性碳源。获得了一个大型数据集,并开发了一个用于底物筛选和工艺优化的回归模型。
{"title":"Developing an understanding of sophorolipid synthesis through application of a central composite design model","authors":"Benjamin Ingham, James Winterburn","doi":"10.1111/1751-7915.14003","DOIUrl":"https://doi.org/10.1111/1751-7915.14003","url":null,"abstract":"<p>A key barrier to market penetration for sophorolipid biosurfactants is the ability to improve productivity and utilize alternative feedstocks to reduce the cost of production. To do this, a suitable screening tool is required that is able to model the interactions between media components and alter conditions to maximize productivity. In the following work, a central composite design is applied to analyse the effects of altering glucose, rapeseed oil, corn steep liquor and ammonium sulphate concentrations on sophorolipid production with <i>Starmerella bombicola</i> ATCC 222144 after 168 h. Sophorolipid production was analysed using standard least squares regression and the findings related to the growth (OD<sub>600</sub>) and broth conditions (glucose, glycerol and oil concentration). An optimum media composition was found that was capable of producing 39.5 g l<sup>–1</sup> sophorolipid. Nitrogen and rapeseed oil sources were found to be significant, linked to their role in growth and substrate supply respectively. Glucose did not demonstrate a significant effect on production despite its importance to biosynthesis and its depletion in the broth within 96 h, instead being replaced by glycerol (via triglyceride breakdown) as the hydrophilic carbon source at the point of glucose depletion. A large dataset was obtained, and a regression model with applications towards substrate screening and process optimisation developed.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"15 6","pages":"1744-1761"},"PeriodicalIF":5.7,"publicationDate":"2022-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ami-journals.onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14003","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5672347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Water is the cellular milieu, drives all biochemistry within Earth’s biosphere and facilitates microbe-mediated decay processes. Instead of reviewing these topics, the current article focuses on the activities of water as a preservative—its capacity to maintain the long-term integrity and viability of microbial cells—and identifies the mechanisms by which this occurs. Water provides for, and maintains, cellular structures; buffers against thermodynamic extremes, at various scales; can mitigate events that are traumatic to the cell membrane, such as desiccation–rehydration, freeze–thawing and thermal shock; prevents microbial dehydration that can otherwise exacerbate oxidative damage; mitigates against biocidal factors (in some circumstances reducing ultraviolet radiation and diluting solute stressors or toxic substances); and is effective at electrostatic screening so prevents damage to the cell by the intense electrostatic fields of some ions. In addition, the water retained in desiccated cells (historically referred to as ‘bound’ water) plays key roles in biomacromolecular structures and their interactions even for fully hydrated cells. Assuming that the components of the cell membrane are chemically stable or at least repairable, and the environment is fairly constant, water molecules can apparently maintain membrane geometries over very long periods provided these configurations represent thermodynamically stable states. The spores and vegetative cells of many microbes survive longer in the presence of vapour-phase water (at moderate-to-high relative humidities) than under more-arid conditions. There are several mechanisms by which large bodies of water, when cooled during subzero weather conditions remain in a liquid state thus preventing potentially dangerous (freeze–thaw) transitions for their microbiome. Microbial life can be preserved in pure water, freshwater systems, seawater, brines, ice/permafrost, sugar-rich aqueous milieux and vapour-phase water according to laboratory-based studies carried out over periods of years to decades and some natural environments that have yielded cells that are apparently thousands, or even (for hypersaline fluid inclusions of mineralized NaCl) hundreds of millions, of years old. The term preservative has often been restricted to those substances used to extend the shelf life of foods (e.g. sodium benzoate, nitrites and sulphites) or those used to conserve dead organisms, such as ethanol or formaldehyde. For living microorganisms however, the ultimate preservative may actually be water. Implications of this role are discussed with reference to the ecology of halophiles, human pathogens and other microbes; food science; biotechnology; biosignatures for life and other aspects of astrobiology; and the large-scale release/reactivation of preserved microbes caused by global climate change.
{"title":"Water is a preservative of microbes","authors":"John E. Hallsworth","doi":"10.1111/1751-7915.13980","DOIUrl":"https://doi.org/10.1111/1751-7915.13980","url":null,"abstract":"<p>Water is the cellular milieu, drives all biochemistry within Earth’s biosphere and facilitates microbe-mediated decay processes. Instead of reviewing these topics, the current article focuses on the activities of water as a preservative—its capacity to maintain the long-term integrity and viability of microbial cells—and identifies the mechanisms by which this occurs. Water provides for, and maintains, cellular structures; buffers against thermodynamic extremes, at various scales; can mitigate events that are traumatic to the cell membrane, such as desiccation–rehydration, freeze–thawing and thermal shock; prevents microbial dehydration that can otherwise exacerbate oxidative damage; mitigates against biocidal factors (in some circumstances reducing ultraviolet radiation and diluting solute stressors or toxic substances); and is effective at electrostatic screening so prevents damage to the cell by the intense electrostatic fields of some ions. In addition, the water retained in desiccated cells (historically referred to as ‘bound’ water) plays key roles in biomacromolecular structures and their interactions even for fully hydrated cells. Assuming that the components of the cell membrane are chemically stable or at least repairable, and the environment is fairly constant, water molecules can apparently maintain membrane geometries over very long periods provided these configurations represent thermodynamically stable states. The spores and vegetative cells of many microbes survive longer in the presence of vapour-phase water (at moderate-to-high relative humidities) than under more-arid conditions. There are several mechanisms by which large bodies of water, when cooled during subzero weather conditions remain in a liquid state thus preventing potentially dangerous (freeze–thaw) transitions for their microbiome. Microbial life can be preserved in pure water, freshwater systems, seawater, brines, ice/permafrost, sugar-rich aqueous milieux and vapour-phase water according to laboratory-based studies carried out over periods of years to decades and some natural environments that have yielded cells that are apparently thousands, or even (for hypersaline fluid inclusions of mineralized NaCl) hundreds of millions, of years old. The term <i>preservative</i> has often been restricted to those substances used to extend the shelf life of foods (e.g. sodium benzoate, nitrites and sulphites) or those used to conserve dead organisms, such as ethanol or formaldehyde. For living microorganisms however, the ultimate preservative may actually be water. Implications of this role are discussed with reference to the ecology of halophiles, human pathogens and other microbes; food science; biotechnology; biosignatures for life and other aspects of astrobiology; and the large-scale release/reactivation of preserved microbes caused by global climate change.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"15 1","pages":"191-214"},"PeriodicalIF":5.7,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sfamjournals.onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.13980","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5756688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p>In the course of natural evolution, an overwhelming diversity of proteins has emerged. Collectively, these proteins are responsible for a wide range of biological functions that, in one way or another, support live. Billions of years of natural selection have resulted in survival of the fittest protein variants that function appropriately in the context of a biological entity. When using these proteins for biotechnology applications, however, it is often required to improve their performance, because of distinct conditions (<i>in vitro</i>, <i>ex vivo</i>, <i>in vivo</i>) and different demands (activity, specificity, stability).</p><p>Hence, repurposing natural proteins for biotechnological applications generally requires domestication, aiming at optimising their functionality by adjusting their amino acid sequence. Rational engineering approaches aim at specifically substituting one or more amino acid residues by engineering of the corresponding gene. Rational design obviously requires a relatively high level of understanding of structural and functional features of the protein of interest. In case insights are lacking on how to rationally improve a certain protein's functionality, laboratory evolution is an attractive alternative. The impact of laboratory evolution in optimising proteins is reflected by the Nobel Prize in Chemistry 2018, awarded to Frances H. Arnold, George P. Smith, and Gregory P. Winter.</p><p>Like natural evolution, laboratory evolution is based on repeated cycles of genetic variation, expression and selection (Stemmer, <span>1994</span>; Arnold, <span>2018</span>). To allow tracing a protein variant with a desired functionality back to its gene, a genotype-to-phenotype linkage is a key requirement. This can be achieved either by physically linking the gene and gene-encoded product (DNA display, mRNA display, ribosome display), or by compartmentalising the gene and the corresponding protein within the same physical space (reviewed by Bouzetos et al., <span>2021</span>). Unicellular microorganisms (e.g. <i>E</i>. <i>coli</i>) or viral particles (e.g. M13) are often used as biological micro-compartments.</p><p>Despite spectacular technical and biochemical progress, laboratory evolution systems are often technically challenging. Successful applications rely on efficient genetic variation, robust protein production, and smart screening/selection of improved variants. In addition, especially in case of huge libraries (a million variants or more), the process can be rather laborious and/or expensive. A spectacular development concerns a Phage-Assisted Continuous Evolution system (Esvelt et al., <span>2011</span>). In this PACE approach, M13 phages carry a gene encoding a protein-of-interest that controls the production of functional phage particles in a mutator <i>E</i>. <i>coli</i> host. The fitness of released M13 particles directly correlates with the fitness of the protein-of-interest. Within a couple of days, many cycles o
在自然进化过程中,出现了种类繁多的蛋白质。总的来说,这些蛋白质负责各种各样的生物功能,以这样或那样的方式维持生命。数十亿年的自然选择导致了最适合的蛋白质变体的生存,这些变体在生物实体的环境中发挥着适当的作用。然而,当将这些蛋白质用于生物技术应用时,由于不同的条件(体外、离体、体内)和不同的要求(活性、特异性、稳定性),通常需要提高它们的性能。因此,将天然蛋白质重新用于生物技术应用通常需要驯化,旨在通过调整其氨基酸序列来优化其功能。合理的工程方法旨在通过工程改造相应的基因来特异性地取代一个或多个氨基酸残基。合理的设计显然需要对感兴趣的蛋白质的结构和功能特征有较高的理解。如果缺乏对如何合理地改善某种蛋白质功能的见解,实验室进化是一个有吸引力的选择。2018年诺贝尔化学奖授予弗朗西丝·h·阿诺德、乔治·p·史密斯和格雷戈里·p·温特,这反映了实验室进化在优化蛋白质方面的影响。与自然进化一样,实验室进化是基于基因变异、表达和选择的重复循环(Stemmer, 1994;阿诺德,2018)。为了将具有期望功能的蛋白质变体追溯到其基因,基因型与表型的联系是一个关键要求。这可以通过物理连接基因和基因编码产物(DNA显示、mRNA显示、核糖体显示),或通过在同一物理空间内划分基因和相应的蛋白质来实现(Bouzetos et al., 2021)。单细胞微生物(如大肠杆菌)或病毒颗粒(如M13)常被用作生物微室。尽管在技术和生化方面取得了惊人的进步,但实验室进化系统在技术上往往具有挑战性。成功的应用依赖于有效的遗传变异,强大的蛋白质生产和智能筛选/选择改进的变体。此外,特别是在大型库(一百万个变体或更多)的情况下,该过程可能相当费力和/或昂贵。一个引人注目的发展涉及噬菌体辅助连续进化系统(Esvelt et al., 2011)。在这种PACE方法中,M13噬菌体携带一种基因,编码一种目标蛋白,该蛋白控制突变大肠杆菌宿主中功能性噬菌体颗粒的产生。释放的M13粒子的适合度与目标蛋白的适合度直接相关。在几天内,许多容易出错的复制和原位选择周期在最小的人为干预下发生,就像体内PCR反应一样。迄今为止,PACE系统主要用于优化dna结合蛋白。为了优化其他酶,已经建立了智能筛选/选择系统的原型,通过使用配备特定信号转导途径的大肠杆菌细胞,将基于酶的产物生成与细菌克隆的生长/存活结合起来(Van Sint Fiet et al., 2006)。实验室进化的另一个突破性发展涉及使用非生物区室来维持基因型和表型的联系。微量滴度板经常用于这一目的。然而,当需要对大型文库进行高通量分析时,体外区隔化(IVC)似乎是更好的选择(Tawfik和Griffiths 1998)。在IVC中,文库的单基因变异被吞没在人工隔间中,如油中水滴或油中水滴。微流体技术的最新进展使生产高度单分散的液滴成为可能(Bouzetos等人,2021年进行了综述)。这些人工隔室内的基因表达由体外转录和翻译系统催化。再一次,将基因型和表型联系起来,可以丰富编码性能良好的酶变体的基因。在一般酶的情况下,这需要酶的底物和酶编码基因的共价连接,这在技术上可能具有挑战性;在DNA靶向酶的情况下,这很简单:核酸酶基因和它的目标可以很容易地结合在一个单一的合成DNA片段上。进化原理与新兴技术的结合将是非常强大的。因此,应该在所有层面上提高效率:遗传文库的生成,划分,以及最后但并非最不重要的智能筛选或选择方法。 特别是微流体技术和细胞或液滴的高通量自动分选方法(FACS/FADS)的最新重大发展,为(近期)将来获得具有所需最佳特征的蛋白质提供了前所未有的可能性(Bouzetos等人,2021年进行了综述)。正如查尔斯·达尔文所说:“对生命的这种看法是伟大的,(……)从如此简单的开始,无数最美丽、最奇妙的形式已经和正在进化。”这不仅适用于生物,当然也适用于它们的蛋白质。因此,对未来的期望很高:从进化到革命!没有宣布。没有提供供资资料。
{"title":"Domestication of proteins – from evolution to revolution","authors":"John van der Oost","doi":"10.1111/1751-7915.13987","DOIUrl":"https://doi.org/10.1111/1751-7915.13987","url":null,"abstract":"<p>In the course of natural evolution, an overwhelming diversity of proteins has emerged. Collectively, these proteins are responsible for a wide range of biological functions that, in one way or another, support live. Billions of years of natural selection have resulted in survival of the fittest protein variants that function appropriately in the context of a biological entity. When using these proteins for biotechnology applications, however, it is often required to improve their performance, because of distinct conditions (<i>in vitro</i>, <i>ex vivo</i>, <i>in vivo</i>) and different demands (activity, specificity, stability).</p><p>Hence, repurposing natural proteins for biotechnological applications generally requires domestication, aiming at optimising their functionality by adjusting their amino acid sequence. Rational engineering approaches aim at specifically substituting one or more amino acid residues by engineering of the corresponding gene. Rational design obviously requires a relatively high level of understanding of structural and functional features of the protein of interest. In case insights are lacking on how to rationally improve a certain protein's functionality, laboratory evolution is an attractive alternative. The impact of laboratory evolution in optimising proteins is reflected by the Nobel Prize in Chemistry 2018, awarded to Frances H. Arnold, George P. Smith, and Gregory P. Winter.</p><p>Like natural evolution, laboratory evolution is based on repeated cycles of genetic variation, expression and selection (Stemmer, <span>1994</span>; Arnold, <span>2018</span>). To allow tracing a protein variant with a desired functionality back to its gene, a genotype-to-phenotype linkage is a key requirement. This can be achieved either by physically linking the gene and gene-encoded product (DNA display, mRNA display, ribosome display), or by compartmentalising the gene and the corresponding protein within the same physical space (reviewed by Bouzetos et al., <span>2021</span>). Unicellular microorganisms (e.g. <i>E</i>. <i>coli</i>) or viral particles (e.g. M13) are often used as biological micro-compartments.</p><p>Despite spectacular technical and biochemical progress, laboratory evolution systems are often technically challenging. Successful applications rely on efficient genetic variation, robust protein production, and smart screening/selection of improved variants. In addition, especially in case of huge libraries (a million variants or more), the process can be rather laborious and/or expensive. A spectacular development concerns a Phage-Assisted Continuous Evolution system (Esvelt et al., <span>2011</span>). In this PACE approach, M13 phages carry a gene encoding a protein-of-interest that controls the production of functional phage particles in a mutator <i>E</i>. <i>coli</i> host. The fitness of released M13 particles directly correlates with the fitness of the protein-of-interest. Within a couple of days, many cycles o","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"15 1","pages":"189-190"},"PeriodicalIF":5.7,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sfamjournals.onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.13987","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5909117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Patricio Martínez-Bellange, Diego von Bernath, Claudio A. Navarro, Carlos A. Jerez
Due to the current and future scenario in which phenomena such as global warming, massive industrial waste, excessive pollution of the ecosystem, water scarcity, among other negative variables, our planet and society, faces the urgent need to advance in the generation of more sustainable and environmentally friendly mining methods. The decline in the quality of the geological resources, specifically the increase of low-grade minerals, has created a scenario under which mining companies must make great efforts to maintain their current production levels.