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Single cell analysis of Chinese hamster ovary cells during a bioprocess using a novel dynamic imaging system 利用新型动态成像系统对生物加工过程中的中国仓鼠卵巢细胞进行单细胞分析
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-13 DOI: 10.1002/btpr.3469
Laura Breen, James Flynn, Adam Bergin, Evangelia Flampouri, Michael Butler

Reliable monitoring of mammalian cells in bioreactors is essential to biopharmaceutical production. Trypan blue exclusion is a method of determining cell density and viability that has been used for over one hundred years to monitor cells in culture and is the current standard method in biomanufacturing. This method has many disadvantages however and there is a growing demand for more detailed and in-line measurements of cell growth in bioreactors. This article assesses a novel dynamic imaging system for single cell analysis. This data shows that comparable total cell density, viable cell density and percentage viability data shown here, generated by the imaging system, aligned well with conventional trypan blue counting methods for an industrially relevant Chinese Hamster Ovary (CHO) cell line. Furthermore, detailed statistical analysis shows that the classification system used by the PharmaFlow system can reveal trends of interest in monitoring the health of mammalian cells over a 6-day bioreactor culture. The system is also capable of sampling at-line, removing the necessity for taking samples off-line and enabling real time monitoring of cells in a bioreactor culture.

可靠地监测生物反应器中的哺乳动物细胞对生物制药生产至关重要。胰蓝排除法是一种确定细胞密度和存活率的方法,用于监测培养中的细胞已有一百多年的历史,也是目前生物制造中的标准方法。但这种方法有许多缺点,因此对生物反应器中细胞生长的更详细和在线测量的需求日益增长。本文评估了一种用于单细胞分析的新型动态成像系统。数据显示,对于与工业相关的中国仓鼠卵巢(CHO)细胞系,成像系统生成的可比总细胞密度、存活细胞密度和存活率数据与传统的胰蓝计数法十分吻合。此外,详细的统计分析表明,PharmaFlow 系统使用的分类系统可以揭示监测哺乳动物细胞在 6 天生物反应器培养过程中健康状况的相关趋势。该系统还能在线取样,无需离线取样,实现了对生物反应器培养细胞的实时监测。
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引用次数: 0
Monte Carlo simulation-guided design for size-tuned tumor spheroid formation in 3D printed microwells 在蒙特卡洛模拟指导下设计三维打印微孔中大小可调的肿瘤小球的形成
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-13 DOI: 10.1002/btpr.3470
Ismail Eş, Ana-Maria Theodora Ionescu, Burak M. Görmüş, Fatih Inci, Marco P. C. Marques, Nicolas Szita, Lucimara Gaziola de la Torre

Tumor spheroid models have garnered significant attention in recent years as they can efficiently mimic in vivo models, and in addition, they offer a more controlled and reproducible environment for evaluating the efficacy of cancer drugs. In this study, we present the design and fabrication of a micromold template to form multicellular spheroids in a high-throughput and controlled-sized fashion. Briefly, polydimethylsiloxane-based micromolds at varying sizes and geometry were fabricated via soft lithography using 3D-printed molds as negative templates. The efficiency of spheroid formation was assessed using GFP-expressing human embryonic kidney 293 cells (HEK-293). After 7 days of culturing, circularity and cell viability of spheroids were >0.8 and 90%, respectively. At 1500 cells/microwell of cell seeding concentration, the spheroids were 454 ± 15 μm, 459 ± 7 μm, and 451 ± 18 μm when cultured in microwells with the diameters of 0.4, 0.6, and 0.8 μm, respectively. Moreover, the distance between each microwell and surfactant treatment before cell seeding notably impacted the uniform spheroid formation. The centrifugation was the key step to collect cells on the bottom of the microwells. Our findings were further verified using a commercial microplate. Furthermore, Monte Carlo simulation confirmed the seeding conditions where the spheroids could be formed. This study showed prominent steps in investigating spheroid formation, thereby leveraging the current know-how on the mechanism of tumor growth.

近年来,肿瘤球体模型备受关注,因为它可以有效地模拟体内模型,此外,它还为评估抗癌药物的疗效提供了一个更可控、更可重现的环境。在本研究中,我们介绍了一种微模模板的设计和制造方法,它能以高通量和可控大小的方式形成多细胞球形体。简而言之,我们使用三维打印模具作为负模板,通过软光刻技术制作了不同尺寸和几何形状的聚二甲基硅氧烷微模。使用表达 GFP 的人胚肾 293 细胞(HEK-293)评估了球形体形成的效率。培养 7 天后,球体的圆度和细胞存活率分别为 0.8% 和 90%。当细胞播种浓度为 1500 cells/microwell 时,在直径为 0.4、0.6 和 0.8 μm 的微孔中培养的球体分别为 454 ± 15 μm、459 ± 7 μm 和 451 ± 18 μm。此外,每个微孔之间的距离和细胞播种前的表面活性剂处理对均匀球形的形成也有显著影响。离心是收集微孔底部细胞的关键步骤。使用商用微孔板进一步验证了我们的发现。此外,蒙特卡洛模拟证实了球形细胞形成的播种条件。这项研究展示了研究球形细胞形成的重要步骤,从而充分利用了当前有关肿瘤生长机制的知识。
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引用次数: 0
A systemic approach to identifying sequence frameworks that decrease mAb production in a transient Chinese hamster ovary cell expression system 在瞬时中国仓鼠卵巢细胞表达系统中识别减少 mAb 生成的序列框架的系统方法
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-12 DOI: 10.1002/btpr.3466
Alana C. Szkodny, Kelvin H. Lee

Monoclonal antibodies (mAbs) are often engineered at the sequence level for improved clinical performance yet are rarely evaluated prior to candidate selection for their “developability” characteristics, namely expression, which can necessitate additional resource investments to improve the manufacturing processes for problematic mAbs. A strong relationship between primary sequence and expression has emerged, with slight differences in amino acid sequence resulting in titers differing by up to an order of magnitude. Previous work on these “difficult-to-express” (DTE) mAbs has shown that these phenotypes are driven by post-translational bottlenecks in antibody folding, assembly, and secretion processes. However, it has been difficult to translate these findings across cell lines and products. This work presents a systematic approach to study the impact of sequence variation on mAb expression at a larger scale and under more industrially relevant conditions. The analysis found 91 mutations that decreased transient expression of an IgG1κ in Chinese hamster ovary (CHO) cells and revealed that mutations at inaccessible residues, especially those leading to decreases in residue hydrophobicity, are not favorable for high expression. This workflow can be used to better understand sequence determinants of mAb expression to improve candidate selection procedures and reduce process development timelines.

单克隆抗体(mAbs)通常在序列水平上进行设计,以改善临床表现,但在选择候选药物之前,却很少对其 "可开发性 "特征(即表达)进行评估,这就需要投入额外的资源来改进有问题的 mAbs 的生产工艺。主序列与表达之间存在密切关系,氨基酸序列的细微差别会导致滴度相差一个数量级。以前针对这些 "难表达"(DTE)mAbs 的研究表明,这些表型是由抗体折叠、组装和分泌过程中的翻译后瓶颈驱动的。然而,这些发现很难在不同的细胞系和产品中进行转化。这项研究提出了一种系统化的方法,在更大规模和更符合工业要求的条件下研究序列变异对 mAb 表达的影响。分析发现有 91 个突变降低了 IgG1κ 在中国仓鼠卵巢 (CHO) 细胞中的瞬时表达,并揭示了不可访问残基的突变,尤其是那些导致残基疏水性降低的突变,不利于高表达。该工作流程可用于更好地了解 mAb 表达的序列决定因素,从而改进候选物筛选程序并缩短工艺开发时间。
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引用次数: 0
Online monitoring of the respiration activity in 96-deep-well microtiter plate Chinese hamster ovary cultures streamlines kill curve experiments 在线监测 96 孔微孔板中国仓鼠卵巢培养物的呼吸活动,简化杀灭曲线实验
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-11 DOI: 10.1002/btpr.3468
Anne Neuss, Nele von Vegesack, Raoul Liepelt, Jochen Büchs, Jørgen Barsett Magnus

Cell line generation of mammalian cells is a time-consuming and labor-intensive process, especially because of challenges in clone selection after transfection. Antibiotics are common selection agents for mammalian cells due to their simplicity of use. However, the optimal antibiotic concentration must be determined with a kill curve experiment before clone selection starts. The traditional kill curve experiments are resource-intensive and time-consuming due to necessary sampling and offline analysis effort. This study, thus, explores the potential of online monitoring the oxygen transfer rate (OTR), as a non-invasive and efficient alternative for kill curve experiments. The OTR is monitored using the Transfer-rate Online Measurement (TOM) system and the micro(μ)-scale Transfer-rate Online Measurement (μTOM) device, which was used for mammalian cells first. It could be shown that the OTR curves for both devices align perfectly, affirming consistent cultivation conditions. The μTOM device proves effective in performing kill curve experiments in 96-deep-well plates without the need for sampling and offline analysis. The streamlined approach reduces medium consumption by 95%, offering a cost-effective and time-efficient solution for kill curve experiments. The study validates the generalizability of the method by applying it to two different CHO cell lines (CHO-K1 and sciCHO) with two antibiotics (puromycin and hygromycin B) each. In conclusion, the broad application of OTR online monitoring for CHO cell cultures in 96-deep-well plates is highlighted. The μTOM device proves as a valuable tool for high-throughput experiments, paving the way for diverse applications, such as media and clone screening, cytotoxicity tests, and scale-up experiments.

哺乳动物细胞系的生成是一个耗时耗力的过程,特别是因为转染后的克隆选择面临挑战。抗生素使用简单,是哺乳动物细胞常用的选择剂。然而,在克隆选择开始之前,必须通过杀灭曲线实验确定最佳抗生素浓度。由于需要取样和离线分析,传统的杀灭曲线实验耗费大量资源和时间。因此,本研究探索了在线监测氧转移率(OTR)的潜力,以此作为杀灭曲线实验的一种非侵入式高效替代方法。氧转移率的监测采用了转移率在线测量(TOM)系统和微型(μ)级转移率在线测量(μTOM)装置,该装置首先用于哺乳动物细胞。结果表明,两种装置的 OTR 曲线完全一致,证明培养条件一致。事实证明,μTOM 设备能有效地在 96 孔板中进行杀灭曲线实验,而无需取样和离线分析。这种简化方法将培养基消耗量减少了 95%,为杀灭曲线实验提供了一种经济、省时的解决方案。研究将该方法应用于两种不同的 CHO 细胞系(CHO-K1 和 sciCHO),每种细胞系使用两种抗生素(嘌呤霉素和百格霉素 B),从而验证了该方法的通用性。总之,OTR 在线监测在 96 孔板 CHO 细胞培养中的广泛应用得到了强调。μTOM装置被证明是高通量实验的重要工具,为培养基和克隆筛选、细胞毒性测试和放大实验等多种应用铺平了道路。
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引用次数: 0
Mesenchymal stem cells derived-exosomes enhanced amniotic membrane extract promotes corneal keratocyte proliferation 间充质干细胞衍生的外泌体增强羊膜提取物促进角膜角质细胞增殖
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-11 DOI: 10.1002/btpr.3465
Fatma Zehra Erkoc-Biradli, Berkay Erenay, Alp Ozgun, Hayriye Öztatlı, Ferda Işık, Utku Ateş, Rıfat Rasier, Bora Garipcan

Amniotic membrane extract (AME) and Wharton's jelly mesenchymal stem cells derived-exosomes (WJ-MSC-Exos) are promising therapeutic solutions explored for their potential in tissue engineering and regenerative medicine, particularly in skin and corneal wound healing applications. AME is an extract form of human amniotic membrane and known to contain a plethora of cytokines and growth factors, making it a highly attractive option for topical applications. Similarly, WJ-MSC-Exos have garnered significant interest for their wound healing properties. Although WJ-MSC-Exos and AME have been used separately for wound healing research, their combined synergistic effects have not been studied extensively. In this study, we evaluated the effects of both AME and WJ-MSC-Exos, individually and together, on the proliferation of corneal keratocytes as well as their ability to promote in vitro cell migration, wound healing, and their impact on cellular morphology. Our findings indicated that the presence of both exosomes (3 × 105 Exo/mL) and AME (50 μg/mL) synergistically enhance the proliferation of corneal keratocytes. Combined use of these solutions (3 × 105 Exo/mL + 50 μg/mL) increased cell proliferation compared to only 50 μg/mL AME treatment on day 3 (**** p < 0.0001). This mixture treatment (3 × 105 Exo/mL + 50 μg/mL) increased wound closure rate compared to isolated WJ-MSC-Exo treatment (3 × 105 Exo/mL) (*p < 0.05). Overall, corneal keratocytes treated with AME and WJ-MSC-Exo (3 × 105 Exo/mL + 50 μg/mL) mixture resulted in enhanced proliferation and wound healing tendency. Utilization of combined use of AME and WJ-MSC-Exo can pave the way for a promising foundation for corneal repair research.

羊膜提取物(AME)和Wharton's jelly间充质干细胞衍生外泌体(WJ-MSC-Exos)是很有前景的治疗方案,它们在组织工程和再生医学,特别是皮肤和角膜伤口愈合应用方面的潜力已得到探索。AME 是人类羊膜的一种提取物,已知含有大量细胞因子和生长因子,因此在局部应用方面极具吸引力。同样,WJ-间充质干细胞提取物也因其伤口愈合特性而备受关注。虽然 WJ-间充质干细胞-Exos 和 AME 已被分别用于伤口愈合研究,但它们的联合协同效应尚未得到广泛研究。在这项研究中,我们评估了 AME 和 WJ-MSC-Exos 单独或联合使用对角膜角质细胞增殖的影响,以及它们促进体外细胞迁移、伤口愈合的能力和对细胞形态的影响。我们的研究结果表明,外泌体(3 × 105 Exo/mL)和AME(50 μg/mL)可协同促进角膜角质细胞的增殖。与第 3 天仅使用 50 μg/mL AME 处理相比,联合使用这些溶液(3 × 105 Exo/mL + 50 μg/mL)可增加细胞增殖(**** p <0.0001)。这种混合处理(3 × 105 Exo/mL + 50 μg/mL)与单独的 WJ-MSC-Exo 处理(3 × 105 Exo/mL)相比,提高了伤口闭合率(*p < 0.05)。总之,角膜角质细胞经AME和WJ-间充质干细胞-Exo(3 × 105 Exo/mL + 50 μg/mL)混合物处理后,其增殖和伤口愈合趋势均有所增强。联合使用AME和WJ-间充质干细胞-Exo可为角膜修复研究奠定良好的基础。
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引用次数: 0
Development of a pan-tau multivalent nanobody that binds tau aggregation motifs and recognizes pathological tau aggregates 开发出一种泛 tau 多价纳米抗体,它能结合 tau 聚合基团并识别病理 tau 聚合体
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-03 DOI: 10.1002/btpr.3463
Nikki McArthur, Bokyung Kang, Felix G. Rivera Moctezuma, Akber T. Shaikh, Kathryn Loeffler, Nemil N. Bhatt, Madison Kidd, Jennifer M. Zupancic, Alec A. Desai, Naima Djeddar, Anton Bryksin, Peter M. Tessier, Rakez Kayed, Levi B. Wood, Ravi S. Kane

Alzheimer's disease and other tauopathies are characterized by the misfolding and aggregation of the tau protein into oligomeric and fibrillar structures. Antibodies against tau play an increasingly important role in studying these neurodegenerative diseases and the generation of tools to diagnose and treat them. The development of antibodies that recognize tau protein aggregates, however, is hindered by complex immunization and antibody selection strategies and limitations to antigen presentation. Here, we have taken a facile approach to identify single-domain antibodies, or nanobodies, that bind to many forms of tau by screening a synthetic yeast surface display nanobody library against monomeric tau and creating multivalent versions of our lead nanobody, MT3.1, to increase its avidity for tau aggregates. We demonstrate that MT3.1 binds to tau monomer, oligomers, and fibrils, as well as pathogenic tau from a tauopathy mouse model, despite being identified through screens against monomeric tau. Through epitope mapping, we discovered binding epitopes of MT3.1 contain the key motif VQIXXK which drives tau aggregation. We show that our bivalent and tetravalent versions of MT3.1 have greatly improved binding ability to tau oligomers and fibrils compared to monovalent MT3.1. Our results demonstrate the utility of our nanobody screening and multivalent design approach in developing nanobodies that bind amyloidogenic protein aggregates. This approach can be extended to the generation of multivalent nanobodies that target other amyloid proteins and has the potential to advance the research and treatment of neurodegenerative diseases.

阿尔茨海默氏症和其他牛头蛋白病的特征是牛头蛋白错误折叠和聚集成低聚体和纤维状结构。针对 tau 蛋白的抗体在研究这些神经退行性疾病以及开发诊断和治疗这些疾病的工具方面发挥着越来越重要的作用。然而,复杂的免疫和抗体选择策略以及抗原呈递的局限性阻碍了识别 tau 蛋白聚集体的抗体的开发。在这里,我们采用了一种简便的方法,通过筛选针对单体tau的合成酵母表面展示纳米抗体库,并创建我们的先导纳米抗体MT3.1的多价版本,以提高其对tau聚集体的亲和力,从而鉴定出能与多种形式的tau结合的单域抗体或纳米抗体。我们证明,尽管 MT3.1 是通过针对单体 tau 的筛选鉴定出来的,但它能与 tau 单体、寡聚体、纤维以及来自 tauopathy 小鼠模型的致病性 tau 结合。通过表位图谱,我们发现MT3.1的结合表位包含驱动tau聚集的关键基序VQIXXK。我们的研究表明,与单价 MT3.1 相比,我们的二价和四价 MT3.1 与 tau 低聚物和纤维的结合能力大大提高。我们的研究结果证明了我们的纳米抗体筛选和多价设计方法在开发结合淀粉样蛋白聚集体的纳米抗体方面的实用性。这种方法可以扩展到针对其他淀粉样蛋白的多价纳米抗体的生成,并有可能推动神经退行性疾病的研究和治疗。
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引用次数: 0
Optimizing glutamine concentration enhances ex vivo expansion of natural killer cells through improved redox status 通过改善氧化还原状态,优化谷氨酰胺浓度可增强自然杀伤细胞的体内外扩增。
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-01 DOI: 10.1002/btpr.3464
Danni Ying, Guofeng Zhang, Huimin Huang, Wen-song Tan, Haibo Cai

Amino acids are vital components of the serum-free medium that influence the expansion and function of NK cells. This study aimed to clarify the relationship between amino acid metabolism and expansion and cytotoxicity of NK cells. Based on analyzing the mino acid metabolism of NK-92 cells and Design of Experiments (DOE), we optimized the combinations and concentrations of amino acids in NK-92 cells culture medium. The results demonstrated that NK-92 cells showed a pronounced demand for glutamine, serine, leucine, and arginine, in which glutamine played a central role. Significantly, at a glutamine concentration of 13 mM, NK-92 cells expansion reached 161.9 folds, which was significantly higher than 55.5 folds at 2.5 mM. Additionally, under higher glutamine concentrations, NK-92 cells expressed elevated levels of cytotoxic molecules, the level of cytotoxic molecules expressed by NK-92 cells was increased and the cytotoxic rate was 68.42%, significantly higher than that of 58.08% under low concentration. In view of the close relationship between glutamine metabolism and intracellular redox state, we investigated the redox status within the cells. This study demonstrated that intracellular ROS levels in higher glutamine concentrations were significantly lower than those under lower concentration cultures with decreased intracellular GSH/GSSG ratio, NADPH/NADP+ ratio, and apoptosis rate. These findings indicate that NK-92 cells exhibit improved redox status when cultured at higher glutamine concentrations. Overall, our research provides valuable insights into the development of serum-free culture medium for ex vivo expansion of NK-92 cells.

氨基酸是无血清培养基的重要成分,会影响 NK 细胞的扩增和功能。本研究旨在阐明氨基酸代谢与 NK 细胞扩增和细胞毒性之间的关系。在分析 NK-92 细胞氨基酸代谢和实验设计(DOE)的基础上,我们优化了 NK-92 细胞培养基中氨基酸的组合和浓度。结果表明,NK-92 细胞对谷氨酰胺、丝氨酸、亮氨酸和精氨酸有明显的需求,其中谷氨酰胺起着核心作用。值得注意的是,谷氨酰胺浓度为 13 毫摩尔时,NK-92 细胞的扩增倍数达到 161.9 倍,明显高于 2.5 毫摩尔时的 55.5 倍。此外,在较高的谷氨酰胺浓度下,NK-92细胞表达的细胞毒性分子水平升高,NK-92细胞表达的细胞毒性分子水平升高,细胞毒率为68.42%,明显高于低浓度下的58.08%。鉴于谷氨酰胺代谢与细胞内氧化还原状态的密切关系,我们对细胞内的氧化还原状态进行了研究。研究表明,谷氨酰胺浓度较高时,细胞内 ROS 水平明显低于低浓度培养时,细胞内 GSH/GSSG 比值、NADPH/NADP+ 比值和细胞凋亡率均有所下降。这些发现表明,在谷氨酰胺浓度较高的培养条件下,NK-92 细胞的氧化还原状态有所改善。总之,我们的研究为开发用于体内外扩增 NK-92 细胞的无血清培养基提供了有价值的见解。
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引用次数: 0
CD133 ligand-enhanced etoposide-liposome complex for targeted killing of lung cancer cells CD133 配体增强依托泊苷-脂质体复合物用于靶向杀死肺癌细胞。
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-01 DOI: 10.1002/btpr.3460
Shiwei Nie, Junzheng Zhou, Xiaodong Zheng, Xudong Wei, Jinrui Zhang, Xiaojuan Shen, Weimin Zhang

Lung cancer has a high incidence rate and a low cure rate, hence the urgent need for effective treatment methods. Current lung cancer drugs have several drawbacks, including low specificity, poor targeting, drug resistance, and irreversible damage to normal tissues. Therefore, there is a need to develop a safe and effective new drug that can target and kill tumor cells. In this study, we combined nanotechnology and biotechnology to develop a CD133 ligand-modified etoposide-liposome complex (Lipo@ETP-CD133) for targeted therapy of lung cancer. The CD133 ligand targeted lung cancer stem cells, causing the composite material to aggregate at the tumor site, where high levels of ETP liposomes could exert a strong tumor-killing effect. Our research results demonstrated that this nano-drug had efficient targeting and tumor-killing effects, indicating its potential for clinical application.

肺癌发病率高,治愈率低,因此迫切需要有效的治疗方法。目前的肺癌药物存在一些缺点,包括特异性低、靶向性差、耐药性和对正常组织的不可逆损伤。因此,需要开发一种安全有效、能靶向杀死肿瘤细胞的新药。在这项研究中,我们结合纳米技术和生物技术,开发了一种CD133配体修饰的依托泊苷-脂质体复合物(Lipo@ETP-CD133),用于肺癌的靶向治疗。CD133配体靶向肺癌干细胞,使复合材料在肿瘤部位聚集,高浓度的依托泊苷脂质体可在肿瘤部位发挥强大的杀瘤作用。我们的研究结果表明,这种纳米药物具有高效的靶向和杀灭肿瘤的效果,表明其具有临床应用的潜力。
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引用次数: 0
Digital application for drug product potency target evaluation in biopharmaceutical manufacturing 生物制药生产中药品效力目标评估的数字化应用。
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-04-01 DOI: 10.1002/btpr.3461
Darrick Shen, Shyam Panjwani, Konstantinos Spetsieris

Biopharmaceutical manufacturing entails a series of highly regulated steps. The manufacturing of safe and efficacious drug product (DP) requires testing of critical quality attributes (CQAs) against specification limits. DP potency concentration, which measures the dosage strength of a particular DP, is a CQA of great interest. In order to minimize the DP potency out-of-specification (OOS) risk, sterile fill finish (SFF) process adjustments may be needed. Varying the potency targets can be one such process adjustment. To facilitate such evaluation, data acquisition and statistical calculations are required. Regularly conducting the OOS risk assessment manually using commercial statistical software can be tedious, error-prone, and impractical, especially when several alternate potency targets are under consideration. In this work, the development of a novel framework for OOS risk assessment and deployment of cloud-based statistical software application to facilitate the risk assessment are presented. This application is intended to streamline the assessment of alternate potency targets for DP in biologics manufacturing. The major aspects of this potency targeting application development are presented in detail. Specifically, data sources, pipeline, application architecture, back-end and front-end development as well as application verification are discussed. Finally, several use cases are presented to highlight the application's utility in biologics manufacturing.

生物制药生产需要一系列高度规范的步骤。要生产出安全有效的药物产品 (DP),就必须根据规格限值对关键质量属性 (CQA) 进行检测。DP 效力浓度衡量特定 DP 的剂量强度,是一项备受关注的 CQA。为了最大限度地降低制剂效价失常(OOS)风险,可能需要对无菌灌装(SFF)工艺进行调整。改变效价目标就是其中一种工艺调整。为便于进行此类评估,需要进行数据采集和统计计算。定期使用商业统计软件手动进行 OOS 风险评估可能会很繁琐、容易出错,而且不切实际,尤其是在考虑多个替代效价目标的情况下。在这项工作中,介绍了一种新的 OOS 风险评估框架的开发和基于云的统计软件应用程序的部署,以促进风险评估。该应用软件旨在简化生物制剂生产中对 DP 的替代效价目标的评估。详细介绍了效力目标应用开发的主要方面。具体来说,讨论了数据源、管道、应用架构、后端和前端开发以及应用验证。最后,介绍了几个使用案例,以突出该应用在生物制剂生产中的实用性。
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引用次数: 0
GMP implementation of a hybrid continuous manufacturing process for a recombinant non-mAb protein—A case study 重组非抗原蛋白混合连续生产工艺的 GMP 实施--案例研究。
IF 2.5 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-03-29 DOI: 10.1002/btpr.3459
Venkatesh Natarajan, Neil Soice, Johanna Mullen, David Bull

Advances in manufacturing technology coupled with the increased potency of new biotherapeutic modalities have created an external environment where continuous manufacturing (CM) can address a growing need. Amgen has successfully implemented a hybrid CM process for a commercial lifecycle program. In this process, the bioreactor, harvest, capture column, and viral inactivation/depth filtration unit operations were integrated together in an automated, continuous module, while the remaining downstream unit operations took place in stand-alone batch mode. CM operations are particularly suited for so-called “high mix, low volume” manufacturing plants, where a variety of molecules are manufactured in relatively low volumes. The selected molecule fit this mold and was manufactured in a low-capital micro-footprint suite attached to an existing therapeutic production facility. Use of a hybrid process within an already operating facility required less capital and minimized complexity. To enable this hybrid CM process, an established fed-batch process was converted to a perfusion process with continuous harvest. Development efforts included both process changes and the generation of a novel cell line adapted to long-term perfusion. Chromatography resins were updated, and purification processes adapted to handle variable inputs due to the fluctuations in harvest titer from the lengthy production process. A novel automated single-use (SU) viral inactivation (VI) skid was introduced, which entailed the development of a robust pH verification and alarm system, along with procedures for product isolation to allow discard of specific cycles. The CM process demonstrated consistent performance, meaning it met predefined performance criteria (including product quality attributes, or PQAs) when operated within established process parameters and manufactured according to applicable procedures. Using a 75% reduction in scale, it resulted in a five-fold reduction in process media and buffer usage, a fifteen-fold increase in mass per thaw, and an overall process productivity increase of 45-fold (as measured by grams drug substance per liter per day.) The hybrid CM process also enabled increased material demand to be met with no change in cost of goods manufactured or plant capacity, due to the repurposing of existing facility space and the flexible duration of the hybrid CM harvest. Overall, the success of the hybrid CM platform represents an exciting opportunity to reduce costs and increase process efficiency in industry.

制造技术的进步与新型生物治疗方法效力的提高共同创造了一个外部环境,使持续制造(CM)能够满足日益增长的需求。安进公司已成功为一项商业生命周期计划实施了混合 CM 工艺。在该工艺中,生物反应器、收获、捕获柱和病毒灭活/深度过滤单元操作被集成在一个自动化的连续模块中,而其余下游单元操作则以独立的批处理模式进行。CM 操作特别适用于所谓的 "高混合、低产量 "生产厂,在这种生产厂中,各种分子的产量相对较低。被选中的分子就符合这种模式,并在现有治疗生产设施的一个低资本微型厂房中进行生产。在一个已在运行的工厂内使用混合工艺,所需的资金更少,复杂性也降到了最低。为实现这种混合 CM 工艺,已建立的喂料批次工艺被转换为连续收获的灌注工艺。开发工作包括改变工艺和培育适应长期灌流的新型细胞系。对色谱树脂进行了更新,并对纯化工艺进行了调整,以处理因长期生产过程中收获滴度波动而导致的输入量变化。引入了新型自动化一次性使用(SU)病毒灭活(VI)橇,这就需要开发一个强大的 pH 值验证和报警系统,以及产品分离程序,以便废弃特定的循环。CM 工艺表现出了稳定的性能,这意味着在既定的工艺参数内运行并按照适用的程序生产时,它符合预定的性能标准(包括产品质量属性或 PQA)。混合 CM 工艺的规模缩小了 75%,使工艺介质和缓冲液的使用量减少了五倍,每次解冻的质量增加了 15 倍,总体工艺生产率提高了 45 倍(按每天每升药物克数计算)。由于对现有设施空间的重新利用和混合 CM 收获期的灵活持续,混合 CM 工艺还能在不改变生产成本或工厂产能的情况下满足增加的材料需求。总之,混合 CM 平台的成功为降低工业成本和提高工艺效率提供了一个令人兴奋的机会。
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引用次数: 0
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Biotechnology Progress
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