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Towards Rapid Calibration of Bioprocess Quantification Models Using Single Compound Raman Spectra: A Comparison of Four Approaches. 利用单一化合物拉曼光谱快速校准生物过程定量模型:四种方法的比较。
IF 3.8 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 DOI: 10.1002/bit.70092
Maarten Klaverdijk,Lisa A Smulders,Marcel Ottens,Marieke E Klijn
In-line Raman spectroscopy combined with accurate quantification models can offer detailed real-time insights into a bioprocess by monitoring key process parameters. However, traditional approaches for model calibration require extensive data collection from multiple bioreactor runs, resulting in process-specific models that are sensitive to operational changes. These challenges can be tackled by simplifying experimental data generation or implementation of computational methods to obtain synthetic and augmented Raman spectra. In this study, we utilized a small experimental dataset of 16 single compound spectra to calibrate quantification models by using partial least squares (PLS) and indirect hard modeling (IHM), leading to comparable rRMSEP values for glucose (4.8% and 4.2%), ethanol (11.6% and 6.3%), and biomass (16.2% and 10.0%) when applied to yeast batch and fed-batch bioprocesses. Subsequently, isolated spectral features extracted during IHM were used to generate fully synthetic spectral datasets for PLS model calibration, resulting in rRMSEPs of 3.2% and 14.5% for glucose and ethanol, respectively. Finally, spectra from a single batch process were augmented with the same isolated spectral features, and calibration with these augmented spectra reduced rRMSEP by 18.6% point (glucose) and 4.3% point (ethanol) compared to process-only calibrated models. This study demonstrates how different approaches may support robust development and rapid implementation of Raman spectroscopy-based models while minimizing experimental efforts, where even complete independence of process data can be achieved.
在线拉曼光谱与精确的定量模型相结合,可以通过监测关键工艺参数,提供详细的实时洞察生物过程。然而,传统的模型校准方法需要从多个生物反应器运行中收集大量数据,从而导致特定工艺的模型对操作变化敏感。这些挑战可以通过简化实验数据生成或实现计算方法来获得合成和增强拉曼光谱来解决。在这项研究中,我们利用16个单一化合物光谱的小实验数据集,通过偏最小二乘法(PLS)和间接硬建模(IHM)来校准定量模型,当应用于酵母批和饲料批生物过程时,葡萄糖(4.8%和4.2%)、乙醇(11.6%和6.3%)和生物质(16.2%和10.0%)的rRMSEP值相当。随后,利用IHM过程中提取的分离光谱特征生成完全合成的光谱数据集,用于PLS模型校准,葡萄糖和乙醇的rrmsep分别为3.2%和14.5%。最后,将单个批次过程的光谱与相同的分离光谱特征进行增强,与仅对过程进行校准的模型相比,这些增强光谱的rRMSEP降低了18.6%(葡萄糖)和4.3%(乙醇)。本研究展示了不同的方法如何支持基于拉曼光谱的模型的稳健开发和快速实施,同时最大限度地减少实验工作量,甚至可以实现过程数据的完全独立。
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引用次数: 0
Understanding the Role of pH Regulation and Neutralizing Agents in Organic Acid Production and Growth of Aspergillus oryzae pH调节和中和剂在米曲霉有机酸生产和生长中的作用
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-31 DOI: 10.1002/bit.70091
Lukas Hartmann, Mark Christopher Martin, Anke Neumann, Dirk Holtmann, Katrin Ochsenreither

With growing interest in the valorization of renewable resources, the microbial production of organic acids using Aspergillus oryzae has gained attention. However, process parameters such as pH and neutralizing agents remain insufficiently understood. We investigated the effect of pH and different neutralizers on the production of malic, succinic, fumaric, pyruvic and citric acid and fungal growth using offline sampling and online monitoring of respiratory activity. Neutralizers included NaOH, Na2CO3, KOH, Mg(OH)2, Ca(OH)2, and CaCO3 and were compared to the conventional use of excess CaCO3. Using Na2CO3, malic acid reached 33.18 g L−1 with a yield of 0.54 g g−1 from glucose and a productivity of 0.14 g L−1 h−1. KOH enabled the highest citric acid concentration of 9.12 g L−1 with 0.18 g g−1 and 0.04 g L−1 h−1. At controlled pH with NaOH, pH 7.00 resulted in 39.14 g L−1 malic acid with 0.60 g g−1 and 0.17 g L−1 h−1. Citric acid peaked at pH 5.50 with 20.18 g L−1, 0.36 g g−1 and 0.09 g L−1 h−1. Under dynamic pH conditions, acidification suppressed the production of most acids, while citric acid was produced exclusively at low pH. Off-gas analysis at controlled pH revealed increased respiratory activity under acidic conditions, indicating active pH homeostasis. Furthermore, we detected a nutrient limitation via respiration monitoring in a medium widely used for decades, uncovering untapped optimization potential in previously published studies. These findings highlight the importance of pH and neutralizer selection for improving microbial organic acid production.

随着人们对可再生资源的兴趣日益浓厚,利用米曲霉生产有机酸的微生物研究受到了人们的关注。然而,工艺参数如pH值和中和剂仍然不够了解。我们通过离线采样和在线呼吸活动监测,研究了pH和不同中和剂对苹果酸、琥珀酸、富马酸、丙酮酸和柠檬酸生产和真菌生长的影响。中和剂包括NaOH、Na2CO3、KOH、Mg(OH)2、Ca(OH)2和CaCO3,并与常规使用过量CaCO3进行了比较。使用Na2CO3,苹果酸达到33.18 g L−1,葡萄糖产率为0.54 g g−1,产率为0.14 g L−1 h−1。KOH使柠檬酸浓度最高,为9.12 g L−1,分别为0.18 g g−1和0.04 g L−1 h−1。在NaOH控制pH下,pH 7.00得到39.14 g L−1苹果酸,分别为0.60 g g−1和0.17 g L−1 h−1。柠檬酸在pH 5.50时达到峰值,分别为20.18 g L−1、0.36 g g−1和0.09 g L−1 h−1。在动态pH条件下,酸化抑制了大多数酸的产生,而柠檬酸只在低pH条件下产生。控制pH下的废气分析显示,酸性条件下呼吸活动增加,表明pH稳态活跃。此外,我们通过呼吸监测在广泛使用了几十年的培养基中检测到营养限制,揭示了先前发表的研究中未开发的优化潜力。这些发现强调了pH值和中和剂选择对提高微生物有机酸产量的重要性。
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引用次数: 0
The Impact of Oxygen and Antimicrobial Tea Tree Oil Carrying Biomaterial on Cell Viability Under Hypoxic Conditions 氧和抗菌茶树油携带生物材料对缺氧条件下细胞活力的影响。
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-31 DOI: 10.1002/bit.70083
Yağmur Damla Demir, Dilek Tepeli, Mahmut Deniz Güvensen, Ferda Soyer, Özlem Akın, Nermin Seda Kehr

Traditional wound treatment involves protecting the wound with dressing and administering antibiotics to prevent tissue infection due to bacteria. However, these methods are inadequate due to the side effects of antibiotics on healthy cells and microbial resistance to antibiotics. Therefore, new strategies involving the application of natural resources such as essential oils as antimicrobial agents in combination with biomaterials as wound dressings have been tested in the treatment of wounds. Furthermore, oxygen (O2)-releasing biomaterials have attracted great interest due to the important role of O2 in wound healing processes. However, the co-application of O2 and essential oil as antimicrobial and cell-promoting agents has not been studied. In this context, we report a novel biomaterial capable of co-delivering O2 and natural antimicrobial tea tree oil (TTO) for 15 and 5 days, respectively. The biomaterial consists of an alginate scaffold (Alg-PMOF-O) containing O2-carrying nanomaterial, laponite and TTO. In vitro bacterial experiments have shown that O2 release from Alg-PMOF-O is an additional parameter acting as an antibacterial agent to inhibit bacterial growth but is not sufficient alone to inhibit bacteria. 5 µL of TTO in Alg-PMOF-O is necessary to suppress both E. coli and S. aureus over a 1-day incubation period. The effect of TTO and O2 alone or in combination on cell viability is examined using WST-1 and PrestoBlue assays. According to the WST-1 and PrestoBlue tests, the combined application of TTO and O2 does not show any toxic effect on fibroblast cells under normoxic conditions during the 5-day incubation period. Under hypoxic conditions, the WST-1 test shows no toxic effect after only 1 day of incubation, while the PrestoBlue test shows no toxicity under hypoxia during both 1 and 5 days of incubation. On the other hand, the combined application of TTO and O2 indicates toxic effects on cancer Malme-3M cells during both normoxic and hypoxic conditions over 1 and 5 days of incubation. This effect is confirmed by both the WST-1 and PrestoBlue tests. The overall results demonstrate that Alg-PMOF-O exhibits antibacterial activity while having a lower toxic effect on fibroblasts under hypoxic conditions, and therefore has potential for use as wound dressing.

传统的伤口治疗包括用敷料保护伤口和使用抗生素来防止细菌引起的组织感染。然而,由于抗生素对健康细胞的副作用和微生物对抗生素的耐药性,这些方法是不够的。因此,涉及应用自然资源如精油作为抗菌剂与生物材料作为伤口敷料相结合的新策略已经在伤口治疗中进行了测试。此外,由于氧在伤口愈合过程中的重要作用,释放氧(O2)的生物材料引起了人们的极大兴趣。然而,氧和精油作为抑菌剂和促细胞剂的共同应用还没有研究。在此背景下,我们报道了一种新型生物材料,能够分别在15天和5天内共同递送O2和天然抗菌茶树油(TTO)。该生物材料由海藻酸盐支架(Alg-PMOF-O)组成,其中含有携带o2的纳米材料、laponite和TTO。体外细菌实验表明,从Alg-PMOF-O中释放的O2是作为抗菌剂抑制细菌生长的另一个参数,但单独抑制细菌是不够的。在1天的孵育期内,Alg-PMOF-O中需要5µL的TTO来抑制大肠杆菌和金黄色葡萄球菌。使用WST-1和PrestoBlue检测TTO和O2单独或联合对细胞活力的影响。根据WST-1和PrestoBlue试验,在5天的常压条件下,TTO和O2联合应用对成纤维细胞没有任何毒性作用。在低氧条件下,WST-1试验仅培养1天无毒性作用,而PrestoBlue试验在低氧条件下培养1天和5天均无毒性作用。另一方面,TTO和O2联合应用表明,在1天和5天的孵育过程中,在常氧和缺氧条件下,对癌症Malme-3M细胞都有毒性作用。WST-1和PrestoBlue测试都证实了这一效应。总体结果表明,Alg-PMOF-O具有抗菌活性,同时在缺氧条件下对成纤维细胞具有较低的毒性作用,因此具有用作伤口敷料的潜力。
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引用次数: 0
Mathematical Modeling of Amoxicillin Synthesis in Batch and Semi-Batch Reactor: Application of Bayesian Statistics and Genetic Algorithm 间歇和半间歇反应器中阿莫西林合成的数学建模:贝叶斯统计和遗传算法的应用
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-30 DOI: 10.1002/bit.70096
Lucas Figueiredo Formigosa, Ingrid Cabral dos Santos, Letícia Eduarda Alves e Álvares, Emanuel Negrão Macêdo, Luciana Rocha Barros Gonçalves, Bruno Marques Viegas

This study investigates the enzymatic synthesis of amoxicillin, focusing on its kinetic properties and their influence on antibiotic production in a batch-operated enzymatic reactor. The reaction is catalyzed by penicillin G acylase (PGA, E.C.3.5.1.11), which is immobilized on glyoxyl-agarose. The reaction involves the p-hydroxyphenylglycyne methyl ester and 6-aminopenicillanic acid (6-APA) for amoxicillin formation. Under kinetic control, parallel hydrolytic pathways lead to product loss. Two kinetic models were evaluated: one based on Michaelis–Menten kinetics and another incorporating reaction and equilibrium constants for the process steps. Parameter estimation for the models was performed at different concentrations using two mathematical approaches: the Markov chain Monte Carlo (MCMC) method, rooted in Bayesian statistics and characterized as nondeterministic, and genetic algorithm, an evolutionary computation method incorporating crossover, mutation, and selection operators. The relative root mean squared error (rRMSE) was selected as the metric for evaluating the predictive performance of the models. MCMC presented the best results for low ester concentrations, with rRMSE values ranging from 1.48% to 6.10% for the Michaelis–Menten-based model. The mathematical model was validated using data from an enzymatic reactor operating in semi-batch mode, demonstrating a satisfactory capacity to predict the system's dynamic behavior under this operational condition.

本研究研究了阿莫西林的酶促合成,重点研究了其动力学性质及其对间歇操作酶促反应器中抗生素生产的影响。青霉素G酰化酶(PGA, E.C.3.5.1.11)固定在乙氧基琼脂糖上催化反应。该反应涉及对羟基苯基甘氨酸甲酯和6 -氨基青霉素酸(6 - APA)生成阿莫西林。在动力学控制下,平行水解途径导致产物损失。评估了两种动力学模型:一种基于Michaelis-Menten动力学,另一种结合反应和平衡常数的过程步骤。采用两种数学方法对不同浓度下的模型进行参数估计:一种是基于贝叶斯统计的马尔可夫链蒙特卡罗(MCMC)方法,其特点是不确定性;另一种是遗传算法,一种结合交叉、突变和选择算子的进化计算方法。选择相对均方根误差(rRMSE)作为评价模型预测性能的指标。MCMC在低酯浓度下效果最好,基于Michaelis-Menten模型的rRMSE值在1.48% ~ 6.10%之间。利用半批式酶反应器的数据对数学模型进行了验证,证明了在这种操作条件下预测系统动态行为的令人满意的能力。
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引用次数: 0
Proteomic and Ubiquitinated Proteome Insights Into ER Stress Responses in Chinese Hamster Ovary Cells Under Mild Hypothermic Conditions 低温条件下中国仓鼠卵巢细胞内质网应激反应的蛋白质组学和泛素化蛋白质组学研究。
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-28 DOI: 10.1002/bit.70081
David Ryan, Christiana-Kondylo Sideri, Michael Henry, Selvaprakash Karuppuchamy, Esen Efeoglu, Paula Meleady

Chinese hamster ovary (CHO) cells, widely utilised in biopharmaceutical production, experience various stressors during cell culture that can affect protein expression and folding, particularly within the endoplasmic reticulum (ER). Mild hypothermia is widely employed in CHO cell bioproduction to improve recombinant protein yield and quality; however, its impact on ER-associated pathways, particularly those governing protein folding and stress responses, remains insufficiently characterised. Mass spectrometry-based proteomics allows for the identification and relative quantification of proteins, enabling detailed insights into protein expression, modifications, and functional networks. This study investigates the impact of mild hypothermic conditions (31°C) on the whole cell proteome and ubiquitinated proteome of CHO cells, with a specific focus on ER proteins and ER stress. Using high-resolution mass spectrometry, we conducted a comprehensive proteomic and ubiquitinated proteomic analysis to quantify changes in protein abundance and ubiquitinated peptides under mild hypothermia. The downregulation of several proteins involved in the glycosylation of nascent polypeptides at 31°C, including DDOST, P4HB, PRKSCH and LMAN1, in all cell lines studied suggests that mild hypothermic shock disrupts the cell's normal ability to fold new proteins, leading to ER stress as the misfolded proteins build up. When this is coupled with the maintained cell viability and increased productivity at 31°C, it indicates the ER stress response can mitigate the build-up of misfolded proteins. The differential regulation of the transcription factor eIF2α, downregulated in non-producer cells but upregulated in producer cells at 31°C, suggests that recombinant protein-producing CHO cells possess a more adaptive ER stress response, enabling more efficient function under hypothermic culture conditions. Enhanced ubiquitination of misfolded protein substrates highlights an increased reliance on ER-associated degradation (ERAD) pathways to alleviate proteotoxic stress, as well as the wide range of biological processes that are regulated by ubiquitination as part of the hypothermic stress response. These findings provide new insights into the cellular adaptation mechanisms of CHO cells to mild hypothermia, with implications for optimising bioproduction strategies to improve yield and quality of therapeutic proteins. Our study highlights the importance of understanding the more complex aspects of the proteome and how this additional layer of detail can open new avenues for CHO cell engineering.

中国仓鼠卵巢(CHO)细胞广泛应用于生物制药生产,在细胞培养过程中会经历各种应激源,这些应激源可以影响蛋白质的表达和折叠,特别是内质网(ER)内的蛋白质表达和折叠。亚低温被广泛应用于CHO细胞生物生产,以提高重组蛋白的产量和质量;然而,它对内质网相关途径的影响,特别是那些控制蛋白质折叠和应激反应的途径,仍然没有得到充分的表征。基于质谱的蛋白质组学允许对蛋白质进行鉴定和相对定量,从而能够详细了解蛋白质表达,修饰和功能网络。本研究探讨了轻度低温条件(31°C)对CHO细胞全细胞蛋白质组和泛素化蛋白质组的影响,特别关注内质网蛋白和内质网应激。使用高分辨率质谱,我们进行了全面的蛋白质组学和泛素化蛋白质组学分析,以量化在亚低温下蛋白质丰度和泛素化肽的变化。在所研究的所有细胞系中,在31°C时,参与新生多肽糖基化的几种蛋白质(包括DDOST、P4HB、PRKSCH和LMAN1)的下调表明,轻度低温休克破坏了细胞折叠新蛋白质的正常能力,导致内质网应激,因为错误折叠的蛋白质堆积起来。当这与在31°C下维持细胞活力和提高生产力相结合时,这表明内质网应激反应可以减轻错误折叠蛋白质的积累。转录因子eIF2α在非产生细胞中下调,而在31°C的产生细胞中上调,这表明重组蛋白产生CHO细胞具有更强的适应性内质网应激反应,在低温培养条件下能够更有效地发挥功能。错误折叠的蛋白质底物泛素化的增强,突出了对内质网相关降解(ERAD)途径的依赖增加,以减轻蛋白质毒性应激,以及作为低温应激反应的一部分,泛素化调节的广泛的生物过程。这些发现为CHO细胞对亚低温的细胞适应机制提供了新的见解,对优化生物生产策略以提高治疗蛋白的产量和质量具有重要意义。我们的研究强调了了解蛋白质组更复杂方面的重要性,以及这一额外的细节层如何为CHO细胞工程开辟新的途径。
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引用次数: 0
Development of a Raman Model for Continuous Monitoring of Detergent Viral Inactivation 连续监测洗涤剂病毒失活的拉曼模型的建立。
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-26 DOI: 10.1002/bit.70087
Kurtis Denny, Maria Znidarsic, Hossein Hamedi, Brad Stanley, Sarwat Khattak

Process analytical technology (PAT), such as Raman spectroscopy, has been used in a wide range of applications across many unit operations in mAb-producing processes. In continuous manufacturing (CM) processes, PAT can ensure consistent quality throughout operations by continuously monitoring critical attributes. PAT is especially useful when it can replace offline measurements of critical parameters with real-time, in-line measurements. In this study, a 785 nm Raman-based model was developed as an online measurement for the detergent concentration in a continuous viral inactivation (VI) step. In the VI step, detergent is continuously added to a concentrated bioreactor perfusate stream. The Raman flow cell was first calibrated using a bank of previously generated perfusate samples spiked to varying detergent levels to generate a PLS model with an estimated accuracy of 0.02% w/v. Later, the flow cell was directly integrated into a pilot-scale process to demonstrate real-time monitoring of the detergent addition step. The development of this Raman-based detergent measurement will help replace the need for offline analysis by generating nearly instantaneous concentration measurements. This real-time measurement will be used during processing to ensure the continuous VI step maintains a sufficient level of detergent to effectively inactivate viruses.

过程分析技术(PAT),如拉曼光谱,在单克隆抗体生产过程的许多单元操作中得到了广泛的应用。在连续制造(CM)过程中,PAT可以通过持续监控关键属性来确保整个操作过程的一致质量。当PAT可以用实时在线测量取代关键参数的离线测量时,它特别有用。在这项研究中,开发了一个785 nm基于拉曼的模型,作为连续病毒灭活(VI)步骤中洗涤剂浓度的在线测量。在VI步骤中,将洗涤剂连续添加到浓缩的生物反应器灌注流中。拉曼流动池首先使用一组先前生成的灌注液样品进行校准,添加到不同的洗涤剂水平,以产生PLS模型,估计精度为0.02% w/v。后来,流动池被直接集成到一个中试规模的过程中,以演示对洗涤剂添加步骤的实时监控。这种基于拉曼的洗涤剂测量的发展将有助于通过产生几乎瞬时的浓度测量来取代离线分析的需要。这种实时测量将在处理过程中使用,以确保连续的VI步骤保持足够的洗涤剂水平,以有效灭活病毒。
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引用次数: 0
Application of Dual Virus Spike Approach to Accelerate Early-Stage Viral Clearance Studies 双病毒刺突方法在加速早期病毒清除研究中的应用
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-26 DOI: 10.1002/bit.70085
Heather Bethea Horne, Thomas B. Lindsey, Leslie S. Wolfe, Symya Chumbris, Matthew Dickson, Akunna Iheanacho

Biotechnology products derived from cell lines carry a risk of viral infection. Given this potential risk, an assessment of the virus removal/inactivation that can be achieved by a product's established purification process is required per ICH Q5A guidelines. This viral safety assessment is a critical component of filing an investigational new drug (IND) application for an early-stage product. A viral clearance study must evaluate purification steps in a manufacturing process that are effective in inactivating/removing viruses. The traditional approach to viral clearance studies includes spiking in one virus at a time and quantifying the level of reduction of individual virus by a validated assay for that virus. This paper discusses an approach to spiking in multiple viruses in the same load and quantifying clearance in virus-specific assays to help accelerate the timeline to IND filing for an early-stage product while also reducing support and material requirements for executing viral clearance studies.

来自细胞系的生物技术产品具有病毒感染的风险。鉴于这一潜在风险,根据ICH Q5A指南,需要对产品已建立的纯化工艺可以实现的病毒去除/灭活进行评估。这种病毒安全性评估是早期产品提交研究新药(IND)申请的关键组成部分。病毒清除研究必须评估生产过程中能够有效灭活/去除病毒的纯化步骤。传统的病毒清除研究方法包括一次清除一种病毒,并通过对该病毒进行验证的测定来量化单个病毒的减少水平。本文讨论了一种在相同负载下对多种病毒进行尖峰处理的方法,并在病毒特异性分析中量化清除,以帮助加快早期产品的IND申请时间,同时减少执行病毒清除研究的支持和材料要求。
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引用次数: 0
Dynamic D-Allose Monitoring Via a Toggle-Programmed Microbial Fluorescent Biosensor 通过切换编程微生物荧光生物传感器的动态D-Allose监测。
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-26 DOI: 10.1002/bit.70088
Jun-Jie Liu, Ling-Jie Zheng, Fu-Xun Yang, Hui-Dong Zheng, Qiang Guo, Li-Hai Fan

Recently, microbial fermentation for the synthesis of rare sugars has garnered considerable attention. d-Allose, a rare monosaccharide, has emerged as a significant bioproduct in the food and pharmaceutical industries due to its unique health benefits and physiological functions. However, the detection of d-allose in fermentation broth samples predominantly depends on complex chromatographic techniques. This study introduces a toggle-programmed microbial fluorescent biosensor designed for the dynamic monitoring of d-allose. The d-allose-sensing PalsR promoter, located within the alsRBACEK operon, was initially characterized and used as a core component in the biosensor. The native PT7 promoter and the PalsR promoter were then utilized for the expression of green fluorescent protein (GFP) and T7 RNA polymerase (T7 RNAP), respectively. The constitutive Ppdc promoter was employed to overexpress the repressor protein AlsR in the cytoplasm, thereby ensuring effective regulation of PalsR. More importantly, a fast-folding and fast-degrading mGFP-DAS replaced GFP as the reporter, facilitating a rapid response to d-allose during continuous microbial incubation. The results demonstrated that this novel biosensor exhibited high sensitivity to d-allose levels, with measurement deviation controlled within 15%. This approach offers significant advantages over traditional d-allose chromatography detection methods, particularly in terms of simplicity and cost-effectiveness.

最近,微生物发酵合成稀有糖引起了相当大的关注。d-Allose是一种罕见的单糖,由于其独特的健康益处和生理功能,已成为食品和制药工业中重要的生物制品。然而,在发酵液样品中d-allose的检测主要依赖于复杂的色谱技术。本研究介绍了一种可切换编程的微生物荧光生物传感器,用于d-allose的动态监测。d-allose-sensing PalsR启动子位于alsRBACEK操纵子内,最初被表征并用作生物传感器的核心组件。然后利用天然PT7启动子和PalsR启动子分别表达绿色荧光蛋白(GFP)和T7 RNA聚合酶(T7 RNAP)。利用组成型Ppdc启动子在细胞质中过表达抑制蛋白AlsR,从而确保对PalsR的有效调控。更重要的是,一种快速折叠和快速降解的mGFP-DAS取代了GFP作为报告基因,在连续的微生物培养过程中促进了对d-allose的快速反应。结果表明,这种新型生物传感器对d-allose水平具有很高的灵敏度,测量偏差控制在15%以内。这种方法与传统的d-亲近物色谱检测方法相比具有显著的优势,特别是在简单性和成本效益方面。
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引用次数: 0
Characterization of Sterilizing-Grade Membranes/Prefilters and Application to mRNA-LNP Process Development 灭菌级膜/预过滤器的表征及其在mRNA-LNP工艺开发中的应用。
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-25 DOI: 10.1002/bit.70089
Kevork Oliver Messerian, Anton Zverev, Jack F. Kramarczyk, Andrew L. Zydney

Sterile filtration is an essential step in the production of lipid nanoparticles (LNPs) used in mRNA vaccines and therapeutics. The overlap between the particle size of the LNPs (typically 50–200 nm) and the pore size of the sterilizing-grade membranes (rated at 0.2 µm) complicates the design and operation of the sterile filtration process. The objective of this study was to characterize the pore size distribution, fouling behavior, and capacity of different sterilizing-grade membranes and prefilters for LNP filtration. Mercury intrusion porosimetry revealed significant variability in pore size distributions across several sterilizing-grade membranes despite their consistent 0.2 µm rating, with LNP filtration capacity strongly correlated with the experimentally observed mean pore size. Dual-layer membranes, including the 0.8/0.2 µm Sartopore 2 XLG, significantly enhanced LNP filtration capacity and reduced fouling due to their integrated prefilter layer. Prefilter membranes with pore sizes in the 400–800 nm range provided the greatest enhancement in LNP filtration capacity. These findings highlight that for a given LNP formulation, the filtration capacity is strongly influenced by sterilizing-grade filter selection and specifically by the membrane pore size distribution and morphology, which are generally not published by filter manufacturers.

无菌过滤是生产用于mRNA疫苗和治疗的脂质纳米颗粒(LNPs)的必要步骤。LNPs的粒径(通常为50-200 nm)与灭菌级膜的孔径(额定为0.2µm)之间的重叠使无菌过滤过程的设计和操作复杂化。本研究的目的是表征用于LNP过滤的不同灭菌级膜和预过滤器的孔径分布、污染行为和容量。汞侵入孔隙度测定显示,尽管几种灭菌级膜的分级均为0.2µm,但其孔径分布存在显著差异,LNP过滤能力与实验观察到的平均孔径密切相关。包括0.8/0.2µm Sartopore 2 XLG在内的双层膜,由于其集成的预过滤层,显著提高了LNP的过滤能力,减少了污染。孔径在400 ~ 800 nm范围内的预滤膜对LNP过滤能力的增强效果最大。这些发现突出表明,对于给定的LNP配方,过滤能力受到灭菌级过滤器选择的强烈影响,特别是受到膜孔径分布和形态的影响,这些通常不会由过滤器制造商公布。
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引用次数: 0
Downstream Process Intensification for AAV Purification by Affinity Chromatography Using Single Pass Tangential Flow Filtration 单道切向流过滤亲和层析纯化AAV的下游工艺强化。
IF 3.6 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-25 DOI: 10.1002/bit.70090
Akshay S. Chaubal, Ronny Horax, Christopher J. Yehl, S. Ranil Wickramasinghe, Xianghong Qian, Lu Wang, Andrew L. Zydney

To enable adeno-associated viral vectors (AAV) to achieve their maximum potential, next-generation manufacturing processes must be developed to make gene therapies more affordable and accessible. This study focused on the design of two different intensified AAV downstream manufacturing processes at bench and pilot scale. Novel clarification methods were studied at bench scale, including the use of BioOptimal™ MF-SL tangential flow microfilters for continuous removal of cell debris. Membrane adsorbers were used for further clarification, including DNA removal. Single pass tangential flow filtration (SPTFF) was implemented at bench scale by feeding the clarified cell lysate (CCL) into two Pellicon XL50 cassettes with 100 kDa regenerated cellulose membranes. At pilot scale, a multi-membrane staged SPTFF module was designed to concentrate 10 L of AAV CCL. Both SPTFF systems provided 12X inline volumetric concentration with AAV yield > 99% after an appropriate buffer chase. Host cell protein removal was 48% and 37% for the bench and pilot scale processes, respectively. As an initial proof-of-concept, an integrated process was developed at pilot-scale which linked clarification, SPTFF, and affinity chromatography. The integrated process offered an 81% reduction in total operating time (due to the reduced volume of load material for the affinity column after preconcentration by SPTFF), 36% improvement in affinity resin utilization (due to the higher AAV concentration in the column load), and an estimated 10% reduction in raw material costs. These improvements translated to an 8.5-fold increase in overall productivity compared to an equivalent batch process, underscoring the potential for SPTFF to intensify large-scale AAV downstream processing.

为了使腺相关病毒载体(AAV)发挥其最大潜力,必须开发下一代制造工艺,使基因治疗更经济、更容易获得。本研究着重于两种不同的强化AAV下游制造工艺在实验和中试规模的设计。在实验规模上研究了新的澄清方法,包括使用BioOptimal™MF-SL切向流微过滤器连续去除细胞碎片。膜吸附剂用于进一步澄清,包括去除DNA。在实验规模上,将澄清细胞裂解液(CCL)送入两个具有100 kDa再生纤维素膜的Pellicon XL50盒中,进行单道切向流过滤(SPTFF)。在中试规模,设计了一个多膜级SPTFF模块,浓缩10 L的AAV CCL。两种SPTFF体系均可提供12倍的在线体积浓度,在适当的缓冲追逐后,AAV产率为99%。在实验和中试规模工艺中,宿主细胞蛋白去除率分别为48%和37%。作为最初的概念验证,在中试规模上开发了一个集成过程,将澄清,SPTFF和亲和色谱联系起来。集成工艺将总操作时间缩短了81%(由于SPTFF预浓缩后亲和柱的负载材料体积减少),亲和树脂利用率提高了36%(由于柱负载中AAV浓度较高),原材料成本估计降低了10%。与同等批量工艺相比,这些改进转化为总体生产率提高了8.5倍,强调了SPTFF加强大规模AAV下游加工的潜力。
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Biotechnology and Bioengineering
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