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Combining metabolic engineering and fermentation optimization to achieve cost-effective oil production by Cutaneotrichosporon oleaginosus 结合代谢工程和发酵优化,实现油梨皮三磷酸霉的高性价比产油
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-05 DOI: 10.1016/j.nbt.2026.01.017
Zeynep Efsun Duman-Özdamar , Rudolf Marcel Veloo , Elena Tsepani , Mattijs K. Julsing , Vitor A.P. Martins dos Santos , Jeroen Hugenholtz , Maria Suarez-Diez
Microbial oils, produced by oleaginous microorganisms, offer a sustainable alternative to plant-derived oils. Among these microorganisms, Cutaneotrichosporon oleaginosus is a promising microbial cell factory for sustainable oil production due to its capacity to accumulate lipids with a similar composition to palm oil. Although C. oleaginosus can reach higher lipid contents than other oleaginous yeasts, enhanced productivity is still necessary to have a feasible microbial oil production process via C. oleaginosus. In this study, we followed a combinatorial approach for strain design and bioprocess development to improve the lipid content and lipid yield. Initially, we deployed a full factorial design with genetic factors (ATP-citrate lyase (ACL), acetyl-CoA carboxylase (ACC), threonine synthase (TS) and carbon-to-nitrogen ratio (C/N) in the medium. The C/N ratio appeared to have the most impact on oil accumulation. Combined with genetic modifications, lipid content and lipid yield increased by 1.6-fold. In a two-stage fermentation approach at a 2 L scale, the triple transformant overexpressing ACL, ACC, and TS outperformed the wild-type by achieving a lipid content of 75.4 % (w/w) with lipid productivity of 0.40 g L−1 h−1 and around 0.30 g lipids/g glycerol. In all, we established a cultivation strategy and strain that reached almost the theoretical maximum yield, and highest lipid content reported for a medium containing glycerol as a carbon source. These results strengthen the basis of using C. oleaginous as a platform for microbial oil production, thereby facilitating the development of processes substituting palm oil with a sustainable alternative.
微生物油是由产油微生物生产的,是植物衍生油的可持续替代品。在这些微生物中,油棕皮三磷酸霉是一种很有前途的微生物细胞工厂,因为它能够积累与棕榈油成分相似的脂质。虽然产油酵母可以达到比其他产油酵母更高的脂质含量,但提高产油效率仍然需要有一个可行的产油酵母微生物制油工艺。在本研究中,我们采用菌株设计和生物工艺开发相结合的方法来提高脂质含量和脂质产量。最初,我们采用了全因子设计,包括遗传因素(atp -柠檬酸裂解酶(ACL)、乙酰辅酶a羧化酶(ACC)、苏氨酸合成酶(TS)和培养基中的碳氮比(C/N)。碳氮比对油气聚集的影响最大。结合基因改造,脂质含量和脂质产量提高了1.6倍。在2 L规模的两阶段发酵方法中,过表达ACL, ACC和TS的三重转化优于野生型,脂质含量为75.4 % (w/w),脂质产量为0.40 g L−1 h−1,约为0.30 g脂质/g甘油。总之,我们建立了一种培养策略和菌株,几乎达到了理论最大产量,并且在含有甘油作为碳源的培养基中报道了最高的脂质含量。这些结果加强了利用C. oleaginous作为微生物油生产平台的基础,从而促进了用可持续替代品替代棕榈油的工艺的发展。
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引用次数: 0
Advances in Microbial Strain Selection and Carbon Source Valorization for Polyhydroxyalkanoates (PHA) Production. 聚羟基烷酸酯(PHA)生产微生物菌种选择和碳源评价研究进展。
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-04 DOI: 10.1016/j.nbt.2026.01.016
William Mawuko Siegu, Piotr Drożdżyński, Vignesh Kumaravel, Olga Marchut-Mikołajczyk

Polyhydroxyalkanoates (PHAs) are biodegradable polymers produced by various microorganisms as intracellular carbon and energy reserves. Their potential to replace petroleum-based plastics has made them central to sustainable materials research. However, their large-scale commercialization is hindered by high production costs, prompting efforts to improve yield and identify low-cost, non-food carbon sources. This review examines PHA biosynthesis optimization via advances in microbial strain-substrate selection ensuring economic feasibility. Focus is placed on three key bacterial genera, Cupriavidus, Pseudomonas, and Escherichia coli analyzing their metabolic flexibility, suitable substrate range and PHA content (g product/ g substrate). Escherichia coli species and Cupriavidus necator demonstrate high polymer contents from largely simple sugars and fatty-acid substrates respectively, while Pseudomonas species offer a broad substrate adaptability, particularly waste streams. The environmental impact assessment of some Cupriavidus necator and Pseudomonas strains highlight low carbon footprint from waste lipids compared to PHA production from glucose or bottle-grade PET, however these results are contingent to specific scenarios without a reproducible and quantifiable GWP values across these genera. Integrating microbial engineering of agro-industrial and organic wastes in adherence to regulatory frameworks around waste valorization and optimization, genus-specific LCA bioprocessing approach offers a path toward economically viable and environmentally sustainable PHA production.

聚羟基烷酸酯(PHAs)是一种可生物降解的聚合物,由各种微生物产生,作为细胞内的碳和能量储备。它们取代石油基塑料的潜力使它们成为可持续材料研究的核心。然而,它们的大规模商业化受到高生产成本的阻碍,促使人们努力提高产量并确定低成本的非食品碳源。本文综述了通过微生物菌株-底物选择的进展来优化PHA生物合成以确保经济可行性。重点分析了铜属、假单胞菌和大肠杆菌这三个关键细菌属的代谢灵活性、适宜的底物范围和PHA含量(g产物/ g底物)。大肠杆菌和necator铜杆菌分别从单糖和脂肪酸底物中显示出高聚合物含量,而假单胞菌具有广泛的底物适应性,特别是废物流。一些铜杆菌和假单胞菌菌株的环境影响评估强调,与从葡萄糖或瓶级PET生产PHA相比,废脂产生的碳足迹较低,然而这些结果取决于具体情况,没有可重复和可量化的GWP值。结合农业-工业和有机废物的微生物工程,遵守有关废物增值和优化的监管框架,属特异性LCA生物处理方法为经济上可行和环境上可持续的PHA生产提供了一条途径。
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引用次数: 0
Characterising complex metabolic responses in an engineered, cross-feeding microbial co-culture using quantitative proteomics. 利用定量蛋白质组学表征工程交叉饲养微生物共培养中的复杂代谢反应。
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-04 DOI: 10.1016/j.nbt.2026.02.001
Mengxun Shi, Josie McQuillan, Caroline Evans, Yanmeng Liu, Xiaoxia Nina Lin, Brett Barney, Jagroop Pandhal

Microbial communities play a key role in biogeochemical transformations in a wide range of ecosystems, but they also hold significant potential to enhance the bioproduction of desired chemicals. Although designing synthetic microbial consortia has generated a lot of interest, a more in-depth understanding of the interactions between strains is required, particularly when strains are engineered to cross-feed, but are not isolated from related environments. Challenges include enhancing stability, productivity and controllability. Here, we used a synthetic microbial co-culture consisting of engineered strains of the photosynthetic cyanobacterium Synechococcus elongatus PCC 7942 cscB/SPS and nitrogen-fixing bacterium Azotobacter vinelandii AV3. Each relies on the other for conversion of atmospheric carbon (CO2) and nitrogen (N2) into organic forms, i.e. sucrose and ammonia, respectively, resources which can be shared. As both strains have such contrasting growth dynamics in co-culture compared to monoculture, we applied a label-free quantitative proteomics approach to characterise metabolism in both strains. The proteomes of both shifted when in co-culture to reflect adaptive restructuring of carbon and nitrogen metabolism, although A. vinelandii appeared to transition to a more stressed state, inducing proteins linked to polymer biosynthesis. An analysis of the co-culture over 16 days led to phenotypic changes, including cell structure alterations in A. vinelandii AV3 over time, with the proteome suggesting cell envelope remodelling and potentially encystment. These findings suggest that physiological control of parameters, such as oxygen and nutrient availability, may enable cultivation of more stable co-cultures.

微生物群落在各种生态系统的生物地球化学转化中发挥着关键作用,但它们也具有促进所需化学物质的生物生产的巨大潜力。虽然设计合成微生物群落已经引起了很多兴趣,但需要对菌株之间的相互作用有更深入的了解,特别是当菌株被设计成交叉饲养,但不与相关环境分离时。挑战包括提高稳定性、生产率和可控性。在这里,我们使用由光合蓝藻长聚球菌PCC 7942 cscB/SPS工程菌株和固氮细菌Azotobacter vinelandii AV3组成的合成微生物共培养。每一种都依赖于另一种将大气中的碳(CO2)和氮(N2)转化为有机形式,即蔗糖和氨,这是可以共享的资源。由于这两种菌株在共培养中与单培养相比具有如此鲜明的生长动态,我们应用无标记定量蛋白质组学方法来表征这两种菌株的代谢。在共培养中,两者的蛋白质组都发生了变化,以反映碳和氮代谢的适应性重组,尽管a . vinelandii似乎过渡到更紧张的状态,诱导与聚合物生物合成相关的蛋白质。对共培养超过16天的分析导致了表型变化,包括A. vinelandii AV3随着时间的推移而发生的细胞结构改变,蛋白质组学表明细胞包膜重塑和潜在的包膜。这些发现表明,对参数的生理控制,如氧气和养分的有效性,可能使培养更稳定的共培养。
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引用次数: 0
Beyond CAT, BSD, and URA: SUL, A Novel Selectable Marker for Cyanidioschyzon merolae. 继CAT、BSD和URA: SUL之后,一种新的菊苣可选标记。
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-03 DOI: 10.1016/j.nbt.2026.01.012
Yissell Borges-Rodríguez, Martha R Stark, Elise Kerckhofs, Julie Mueller, Kyle J Lauersen, Daniel Schubert, Stephen D Rader

The unicellular red alga Cyanidioschyzon merolae is a valuable model organism for studying pre-mRNA splicing, stress adaptation, and biotechnological applications. However, the limited availability of selectable markers has constrained its potential in genetic engineering. In this study, we evaluated the sul1 gene, which encodes a sulfadiazine-resistant variant of dihydropteroate synthase, as a new selectable marker (SUL) for C. merolae transformation. SUL has previously been used for this purpose in plants and green algae. We analyzed the sensitivity of C. merolae to sulfadiazine and determined the concentration that effectively inhibited cell growth. To test the effectiveness of SUL as a selectable marker, we designed a transformation construct containing SUL directed to the algal mitochondria through a native targeting peptide, along with mVenus to visualize transformation. We integrated the construct into a neutral genomic locus via homologous recombination. Fluorescence microscopy confirmed stable mVenus expression, and sulfadiazine selection successfully enriched transformed cells. As a demonstration of the utility of this marker, we rescued the large-cell phenotype of a cell division cycle-like kinase 2 (CmClk2) mutant by replacing the CAT-marked kinase domain deletion with the SUL-marked native kinase domain, thereby restoring CmClk2 function and recycling the CAT marker. The deletion phenotype provides evidence for a conserved cell-cycle regulatory role for CmClk2 in C. merolae. Beyond establishing SUL as an effective selectable marker, this highlights how SUL facilitates functional genetic studies of essential cellular regulators.

单细胞红藻merolae是研究前mrna剪接、胁迫适应和生物技术应用的有价值的模式生物。然而,可选择标记的有限可用性限制了其在基因工程中的潜力。在这项研究中,我们评估了sul1基因,该基因编码了一种抗磺胺嘧啶的二氢蝶酸合成酶变体,作为一种新的选择标记(SUL),用于merolae转化。SUL先前已用于植物和绿藻的这一目的。我们分析了美罗拉菌对磺胺嘧啶的敏感性,并确定了有效抑制细胞生长的浓度。为了测试SUL作为一种可选择标记物的有效性,我们设计了一个包含SUL的转化构建体,通过天然靶向肽将SUL定向到藻类线粒体,并与mVenus一起可视化转化。我们通过同源重组将该结构整合到一个中性的基因组位点。荧光显微镜证实了稳定的mVenus表达,并且磺胺嘧啶选择成功地富集了转化细胞。为了证明该标记的实用性,我们通过用sull标记的天然激酶结构域替换CAT标记的激酶结构域缺失,从而恢复CmClk2功能并回收CAT标记,挽救了细胞分裂周期样激酶2 (CmClk2)突变体的大细胞表型。缺失表型为cmcclk2在C. merolae中保守的细胞周期调节作用提供了证据。除了建立SUL作为有效的可选择标记,这突出了SUL如何促进基本细胞调节因子的功能遗传学研究。
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引用次数: 0
Precision Glycoform Engineering: Combining plant and in vitro systems for tailored biopharmaceutical production. 精密糖苷工程:结合植物和体外系统为量身定制的生物制药生产。
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-03 DOI: 10.1016/j.nbt.2026.01.014
Mijke R Sweers, Ruud H P Wilbers, Arjen Schots, Pieter Nibbering

Protein biopharmaceuticals play a key role in providing effective, targeted, and personalized therapies for diverse diseases, while also preventing and mitigating a broad range of infections. N-glycosylation is a key post-translational modification influencing the biological activity of many protein-based therapeutics, yet structure-function relationships of N-glycans remain poorly understood due to challenges in producing homogeneous glycoforms. Current go-to production hosts, mammalian and yeast cells, often yield heterogeneous glycan profiles and require extensive genetic manipulation. Alternative production hosts such as the plant Nicotiana benthamiana, provide more homogeneous glycosylation and flexibility through transient expression, but are limited in the generation of certain glycoforms. In vitro glycoengineering can overcome these limitations but is time consuming and requires expensive resources. In this study, we show that by combining in planta and in vitro glycoengineering strategies, we can quickly produce a wide range of homogeneous glycoforms of pharmaceutical proteins with high mannose, paucimannose, hybrid and complex N-glycan structures. Using N. benthamiana as a transient expression host, we produced two pharmaceutical glycoproteins - the monoclonal antibody rituximab and the helminth vaccine candidate OoASP-1 - and modified them in vitro using Escherichia coli produced glycoenzymes. The combination of these two glycoengineering systems minimizes the amount of time and resources required, while maintaining high glycan homogeneity. This scalable, flexible, and cost-effective platform opens the door to glycan structure-function relationship studies and can support rational design of next-generation biopharmaceuticals.

蛋白质生物制药在为各种疾病提供有效、有针对性和个性化的治疗方面发挥着关键作用,同时也预防和减轻了广泛的感染。n-糖基化是一个关键的翻译后修饰,影响许多基于蛋白质的治疗药物的生物活性,但由于在生产均匀糖型方面的挑战,n-聚糖的结构-功能关系仍然知之甚少。目前的生产宿主,哺乳动物和酵母细胞,经常产生异质聚糖谱,需要大量的基因操作。替代的生产宿主,如植物烟叶(Nicotiana benthamiana),通过瞬时表达提供更均匀的糖基化和灵活性,但在某些糖型的产生方面受到限制。体外糖工程可以克服这些限制,但耗时且需要昂贵的资源。在这项研究中,我们表明,通过结合植物和体外糖工程策略,我们可以快速生产各种具有高甘露糖、低甘露糖、杂交和复杂n -聚糖结构的药物蛋白的均匀糖型。以benthamiana为瞬时表达宿主,制备了两种药用糖蛋白——单克隆抗体利妥昔单抗和寄生虫疫苗候选物OoASP-1,并用大肠杆菌产生的糖酶在体外修饰。这两种糖工程系统的结合最大限度地减少了所需的时间和资源,同时保持了高聚糖的均匀性。这种可扩展的、灵活的、具有成本效益的平台打开了聚糖结构-功能关系研究的大门,可以支持下一代生物制药的合理设计。
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引用次数: 0
Characterization of an aromatic O-prenyltransferase from the edible mushroom Sparassis crispa. 食用菌Sparassis crispa芳香型o -戊烯基转移酶的研究。
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-02 DOI: 10.1016/j.nbt.2026.01.015
Pimvisuth Chunkrua, Martijn Hazendonk, Peicheng Sun, Janniek H Ritsema, Lucia Corrà, Jean-Paul Vincken, Willem J H van Berkel, Mirjam A Kabel, Wouter J C de Bruijn

Prenylated plant phenolics are a large group of secondary metabolites known for their bioactivity that is beneficial for plant and human alike, for example as antimicrobial agents against pathogenic microbes. However, the limited availability of prenylated phenolics, especially O-prenylated phenolics, and the complexity of the plant metabolite mixtures hinder bioactivity studies and further application. To explore approaches for more efficient production of prenylated phenolics, we produced and characterized a novel prenyltransferase (ScPTMY) from the edible mushroom Sparassis crispa. ScPTMY belongs to the dimethylallyl tryptophan synthase (DMATS) family and was found to primarily catalyze O-prenylation of structurally diverse phenolics. The best substrates included l-tryptophan, l-tyrosine, stilbenes, and isoflavonoids. The ScPTMY reactions predominantly yielded a single mono-O-prenylated product with an exception of the isoflavonoids, for which more products were obtained, including di-prenylated ones. Notably, we demonstrated the potential of this O-prenylating DMATS to enhance bioactivity by showing that enzymatic O4'-prenylation conferred antimicrobial activity to resveratrol, a compound with otherwise very poor antimicrobial activity. Finally, our phylogenetic analysis suggested the possibility of combining evolutionary relationships with structural insights to predict substrate scope and regioselectivity, while also revealing seven largely unexplored fungal DMATS clades that may harbor novel functions for biotechnological applications.

戊烯基化植物酚类物质是一大类次生代谢物,以其生物活性而闻名,对植物和人类都有益,例如作为抗病原微生物的抗菌剂。然而,戊烯基化酚类物质,特别是o -戊烯基化酚类物质的有限可用性以及植物代谢产物混合物的复杂性阻碍了生物活性研究和进一步应用。为了探索更有效地生产戊烯基酚的方法,我们从食用菌Sparassis crispa中制备并表征了一种新的戊烯基转移酶(ScPTMY)。ScPTMY属于二甲基丙烯基色氨酸合成酶(DMATS)家族,主要催化结构多样的酚类物质的o -戊烯基化。最佳底物为l-色氨酸、l-酪氨酸、二苯乙烯和异黄酮。ScPTMY反应主要产生单一的单-邻戊烯酸产物,但异黄酮类化合物除外,异黄酮类化合物得到更多的产物,包括二戊烯酸产物。值得注意的是,我们证明了这种o -戊烯酰化DMATS增强生物活性的潜力,通过证明酶促O4'-戊烯酰化赋予白藜芦醇抗菌活性,否则抗菌活性非常差的化合物。最后,我们的系统发育分析表明,将进化关系与结构见解结合起来预测底物范围和区域选择性的可能性,同时也揭示了七个基本上未被探索的真菌DMATS分支,这些分支可能具有生物技术应用的新功能。
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引用次数: 0
Advanced stable cell line development based on REMBAC (Rapid Efficient Manifold BACulovirus Transduction). 基于REMBAC(快速高效的多种杆状病毒转导)的高级稳定细胞系的开发。
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-29 DOI: 10.1016/j.nbt.2026.01.011
Sophie Huber, Sandra Diaz Sanchez, Gordana Wozniak-Knopp, Reingard Grabherr, Manuel Reithofer

The BacMam platform is a scalable and efficient gene delivery system for mammalian cells, enabling the production of recombinant proteins or highly complex structures like bionanoparticles. This study represents the first comprehensive investigation to evaluate the performance of the BacMam platform in a common producer cell line HEK293-6E, on stable transgene expression mediated by the REMBAC (rapid efficient manifold baculovirus transduction) cassette. In this study, six transient high expression cassettes were adopted for stable gene expression and evaluated in HEK293-6E and Vero cells. The constructs included either the wild-type viral CMV promoter, a methylation-resistant mutant of the CMV promoter, or the mammalian EF-1α promoter. To further enhance expression, endogenous mammalian introns or viral long terminal repeats (LTRs) were included, along with β-globin insulators placed at both the 5' and 3' ends of the cassette. Additionally, the constructs were equipped with two antibiotic resistance genes, Hygromycin and G418, and a full-length Woodchuck Hepatitis Virus Posttranscriptional Regulatory Element (WPRE), known to improve mRNA stability and enhance protein expression by modulating RNA structure [1].The results indicated that transduction of HEK293-6E cells achieved higher efficiency, resulted in more clones with a stably integrated expression cassette, and stronger protein expression than transduction of Vero cells. The inclusion of β-globin insulators significantly enhanced gene expression in HEK293-6E cells, while their effect in Vero cells was less pronounced. These findings highlight the importance of cell line selection and genetic design in optimizing recombinant protein production.

BacMam平台是一种可扩展的、高效的哺乳动物细胞基因传递系统,能够生产重组蛋白或高度复杂的结构,如生物纳米颗粒。本研究首次全面评估了BacMam平台在普通生产细胞系HEK293-6E中由REMBAC(快速高效流形杆状病毒转导)盒介导的转基因稳定表达的性能。本研究采用6个瞬时高表达磁带,在HEK293-6E和Vero细胞中进行基因稳定表达和评价。这些构建包括野生型病毒CMV启动子、CMV启动子的甲基化抗性突变体或哺乳动物EF-1α启动子。为了进一步增强表达,内源性哺乳动物内含子或病毒长末端重复序列(lts)被包括在内,以及位于盒体5‘和3’端的β-珠蛋白绝缘子。此外,构建物还配备了两个抗生素耐药基因,Hygromycin和G418,以及全长土拨鼠肝炎病毒转录后调控元件(WPRE),已知该元件可通过调节RNA结构[1]改善mRNA稳定性并增强蛋白表达。结果表明,HEK293-6E细胞的转导效率更高,克隆数量更多,具有稳定的整合表达盒,蛋白表达比Vero细胞更强。β-珠蛋白绝缘子在HEK293-6E细胞中显著增强了基因表达,而在Vero细胞中的作用不明显。这些发现突出了细胞系选择和基因设计在优化重组蛋白生产中的重要性。
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引用次数: 0
Corrigendum to “More than meets the eye: Microalgal-bacterial association in polyhydroxybutyrate (PHB) accumulating cultures of Desmodesmus communis”[New Biotechnol 91 (2026), 192–200] “不只是满足于眼睛:微藻-细菌在聚羟基丁酸(PHB)积累培养中的联系”的勘误表[新生物技术91 (2026),192-200]
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-28 DOI: 10.1016/j.nbt.2026.01.013
Martina Franchini , Mara Simonazzi , Federica Costantini , Valentina Papa , Rossella Pistocchi , Stefano Ratti , Chiara Samorì , Laura Pezzolesi
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引用次数: 0
Canola meal protein hydrolysate as a sustainable medium for heterotrophic cultivation of Euglena gracilis. 油菜籽粕蛋白水解物在浅叶草芥异养培养中的可持续应用。
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-22 DOI: 10.1016/j.nbt.2026.01.008
Ifeyomi Olobayotan, Nirpesh Dhakal, Bishnu Acharya, Darren R Korber

Euglena gracilis, a Generally Recognized as Safe (GRAS) microorganism, is of growing biotechnological interest due to its ability to accumulate diverse cellular metabolites under heterotrophic conditions. This study evaluated canola meal protein hydrolysate (CMPH) as a protein-derived organic nitrogen source to partially substitute conventional complex supplements (yeast extract and tryptone) in heterotrophic E. gracilis cultivation. CMPH was produced by enzymatic hydrolysis of canola meal using trypsin (3000 mL-1, pH 8.0, 37 °C, 24 h). The hydrolysate contained 74.28 ± 5.92 % protein (micro-Kjeldahl), and X-ray fluorescence analysis indicated phosphorus (6.8 %), calcium (16.7 %), potassium (1.7 %), and magnesium (1.2 %) as major mineral components. A Box-Behnken design coupled with response surface methodology (BBD-RSM) was applied to optimize growth conditions in CMPH-supplemented medium. Cultures inoculated at 1.0 × 105 cells mL-1 were incubated at 25 °C in the dark for 168 h. RSM identified pH 6.8, 1 g L-1 CMPH, and 120 h as statistically optimal conditions within the tested design space, yielding 9.8 × 105 cells mL-1 in the absence of added glucose, with a specific growth rate of 0.69 ± 0.23 d-1. Higher cell densities were obtained at increased CMPH concentrations and upon glucose supplementation, reaching levels comparable to standard Hutner's medium. These results indicate that the RSM-derived optimum reflects efficient nitrogen utilization rather than maximal biomass accumulation. Overall, CMPH demonstrates potential as a functional organic nitrogen supplement for heterotrophic E. gracilis cultivation, supporting the valorization of canola meal as a protein-rich agricultural by-product.

细叶草(Euglena gracilis)是一种公认安全(GRAS)微生物,由于其在异养条件下积累多种细胞代谢物的能力,越来越受到生物技术的关注。本研究评估了菜籽粕蛋白水解物(CMPH)作为一种蛋白质来源的有机氮源,部分替代传统的复合补充剂(酵母提取物和色氨酸)在异养荠菜培养中。CMPH是用胰蛋白酶(3000u mL-1, pH 8.0, 37°C, 24h)水解菜籽粕制备的。水解产物蛋白含量为74.28±5.92%(微凯氏定氮法),x射线荧光分析显示主要矿物成分为磷(6.8%)、钙(16.7%)、钾(1.7%)和镁(1.2%)。采用Box-Behnken设计结合响应面法(BBD-RSM)优化cmph培养基的生长条件。接种1.0 × 105 mL-1细胞的培养物在25℃黑暗培养168h。RSM确定pH 6.8、CMPH 1gL-1和120h为试验设计空间内的统计学最佳条件,在不添加葡萄糖的情况下,细胞的生长率为9.8 × 105 mL-1,比生长率为0.69±0.23 d-1。在增加CMPH浓度和补充葡萄糖时获得更高的细胞密度,达到与标准Hutner培养基相当的水平。这些结果表明,rsm导出的最优值反映的是有效的氮利用,而不是最大生物量积累。总的来说,CMPH显示了作为异养荠菜栽培的功能性有机氮补充的潜力,支持油菜粕作为富含蛋白质的农业副产品的价值。
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引用次数: 0
Harnessing design of experiments and automation significantly improves transient protein production in Chinese hamster ovary cells and accelerates drug discovery 利用实验设计和自动化显著提高中国仓鼠卵巢细胞瞬时蛋白的产生和加速药物的发现。
IF 4.9 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-20 DOI: 10.1016/j.nbt.2026.01.010
Jing Ke , Mandy Li , Sultan Yilmaz, Yan Liu, Hang Thi Thu Nguyen, Pamela Zhang, Laurence Fayadat-Dilman, Jeanne E. Baker
Chinese Hamster Ovary (CHO) cells produce the majority of approved therapeutic proteins and are the de facto platform for rapid, milligram-scale production via transient expression during early biologics discovery. However, performance is highly sensitive to transfection composition, feed strategy, and execution details; and vendor protocols often underperform without platform-specific optimization. We integrated Design of Experiments (DOE) with liquid-handling automation to develop a rapid, data-driven optimization workflow for CHO transient expression. Key factors and ranges were defined for an IgG1 expression and then extended to additional modalities, encompassing coding DNA, PEI transfection reagent, Feed A/B and glucose, inert filler DNA, and the DNA-PEI pipetting sequence that governs brief pre-complexing. Using Response Surface Methodology executed on an automated liquid handler, we generated structured datasets and fitted predictive models that accurately captured main effects, interactions, and curvature. The optimized conditions increased average volumetric productivity by approximately twofold, improved harvest viability, and reduced coding DNA input by about 70 % without detectable loss of product quality (SEC main-peak purity) within our tests. The settings transferred across multiple biologics modalities with consistent gains in titer. Automation eliminates variable‑volume manual pipetting in complex layouts, reduced handling errors, enabled precise short‑duration pre‑complexing steps, and accelerated model‑driven refinement. This approach shorten iteration cycles and de-risks early-stage process development for candidate therapeutic proteins.
中国仓鼠卵巢(CHO)细胞生产大多数被批准的治疗性蛋白,并且是早期生物制剂发现过程中通过瞬时表达快速、毫克级生产的事实上的平台。然而,性能对转染组成、进料策略和执行细节高度敏感;如果没有特定于平台的优化,供应商协议往往表现不佳。我们将实验设计(DOE)与液体处理自动化相结合,开发了一个快速的、数据驱动的CHO瞬态表达优化工作流程。定义IgG1表达的关键因素和范围,然后扩展到其他模式,包括编码DNA, PEI转染试剂,饲料A/B和葡萄糖,惰性填充DNA和DNA-PEI移液序列,控制短暂的预配合。利用在自动液体处理机上执行的响应面方法,我们生成了结构化数据集,并拟合了准确捕获主要效应、相互作用和曲率的预测模型。在我们的测试中,优化的条件将平均体积生产力提高了约两倍,提高了收获活力,并减少了约70%的编码DNA输入,而没有检测到产品质量的损失(SEC主峰纯度)。设置在多种生物制剂模式之间转移,滴度一致增加。自动化消除了复杂布局中的可变量手动移液,减少了处理错误,实现了精确的短时间预复合步骤,并加速了模型驱动的细化。这种方法缩短了迭代周期,降低了候选治疗蛋白早期过程开发的风险。
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New biotechnology
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