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Process Systems Engineering in Precision Medicine: Opportunities in Autologous CAR-T Therapy 精密医学中的过程系统工程:自体CAR-T疗法的机会。
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-02-04 DOI: 10.1002/elsc.70067
B. Wayne Bequette

Autologous chimeric antigen receptor (CAR)-T therapies have given hope to many cancer patients whose other lines of treatment have failed. Unfortunately, limited manufacturing capability has resulted in many patients dying while on a waitlist. Similarly, since clinical trial treatments are personalized, it is difficult to treat many patients simultaneously, resulting in longer clinical trials. Therapeutic production often takes over 4 weeks, so a product failure means that a patient may need to wait another month for treatment, putting them at severe risk for disease progression. The labor-intensive manufacturing process has led to therapeutic costs of roughly $500,000 per treatment, which can be reduced by better automation and shorter manufacturing times. The goals of this article are to review CAR-T therapeutics development, manufacturing, and treatment, and to encourage the development of data analytics-based multi-scale decision support tools for all humans “in the loop.” A systems approach is needed since prior treatments and current state of health (including the immune system and microbiota), initial cell quality, manufacturing failure, bridging and lymphodepletion therapy before infusion, and supply chain management, all impact treatment success. Continuous updates as more patient data are made available can lead to better treatment recommendations and outcomes.

自体嵌合抗原受体(CAR -T)疗法给许多其他治疗方法都失败的癌症患者带来了希望。不幸的是,有限的生产能力导致许多患者在等待名单上死亡。同样,由于临床试验治疗是个性化的,很难同时治疗许多患者,导致临床试验时间更长。治疗性生产通常需要4周以上的时间,因此产品失败意味着患者可能需要再等一个月才能接受治疗,使他们面临疾病进展的严重风险。劳动密集型的制造过程导致每次治疗的治疗成本大约为50万美元,这可以通过更好的自动化和更短的制造时间来降低。本文的目的是回顾CAR-T疗法的发展、制造和治疗,并鼓励开发基于数据分析的多尺度决策支持工具,为所有“在循环中”的人类服务。由于之前的治疗和目前的健康状况(包括免疫系统和微生物群)、初始细胞质量、制造失败、输注前的桥接和淋巴细胞消耗治疗以及供应链管理都会影响治疗的成功,因此需要采用系统方法。随着患者数据的不断更新,可以提供更好的治疗建议和结果。
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引用次数: 0
What Is a Biosensor?—A Terminological Guide From Biomolecular Recognition to Bioindicators 什么是生物传感器?从生物分子识别到生物指示剂的术语指南
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-02-04 DOI: 10.1002/elsc.70068
Tim E. Weber, Anna Fritschen, Menno W. J. Prins, Andreas Blaeser

Biosensors are an integral part of modern medicine, are used in basic research, and are increasingly used by consumers as point-of-care and wearable devices. Meanwhile, the underlying technological approaches are rapidly expanding, including spectroscopic sensing, artificial bioreceptors, synthetic biological approaches, whole-cell biosensors, and artificial intelligence. With these diversifications in applications as well as technology, the scope and meaning of the term biosensor is blurring. This paper attempts to give an overview of the sensing approaches, with their physical, chemical, biochemical, and biological principles, and an overview of the fields of application, including nonliving systems and living systems. This leads to a comprehensive overview and a reappreciation of the term biosensor, including not only devices with a molecular biorecognition element and physico-chemical readout but also the sensing of living biological systems using physical and chemical methods, and the use of living biological systems for sensing purposes.

生物传感器是现代医学的一个组成部分,用于基础研究,并越来越多地被消费者用作护理点和可穿戴设备。与此同时,基础技术方法正在迅速扩展,包括光谱传感、人工生物受体、合成生物学方法、全细胞生物传感器和人工智能。随着应用和技术的多样化,生物传感器一词的范围和含义正在变得模糊。本文试图对传感方法及其物理、化学、生化和生物学原理进行概述,并概述其应用领域,包括非生命系统和生命系统。这导致了对术语生物传感器的全面概述和重新评价,不仅包括具有分子生物识别元件和物理化学读数的设备,还包括使用物理和化学方法对活生物系统的传感,以及将活生物系统用于传感目的。
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引用次数: 0
Synergistic Combination of Additive One- and Two-Photon Polymerization Printing Methods to Fabricate 3D Microstructured Perfusable Angiogenesis-on-a-Chip Systems. 加性单光子和双光子聚合打印方法协同组合制备三维微结构可灌注血管生成芯片系统。
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-27 eCollection Date: 2026-01-01 DOI: 10.1002/elsc.70059
Daria Sokoliuk, Rizlene Bouhaya, Peter Haeger, Kathrin Godthardt, Daniel Fetting, Lenard Spiecker, Heinrich Spiecker, Alexander Rockenbach, Holger Rothe, Klaus Liefeith, Doris Heinrich

Tissue engineering, and in particular the development of organ-on-a-chip (OOC) models, holds significant promise for advancing personalized medicine and reducing the use of animal models. The integration of microfluidics and advanced biomaterials in OOC systems provides controlled microenvironments and fosters the creation of physiologically relevant tissue models. A critical aspect of OOC models is the fabrication of perfusable chips to create vascular networks that are essential for sustaining long-term 3D cultures. Here we show a two-step fabrication approach that combines one- and two-photon polymerization (2PP) to create a microfluidic chip capable of supporting endothelial cell (EC) angiogenesis. The chip features a 2PP-printed sealing contour to ensure leak-free bonding of chip parts, and an array of channel-separating-pillars that enable EC migration from the parent vessel into an extracellular matrix. Our results demonstrate that the developed angiogenesis-on-a-chip model successfully induces EC sprouting in response to angiogenic factors. This work significantly contributes to the field by providing a versatile platform for vascular studies, highlighting the potential for its application in drug screening. The flexibility and precision of our fabrication method also allows for customizing OOC devices for various biological applications, thereby enhancing the relevance of these systems in investigation of complex tissue interactions.

组织工程,特别是器官芯片(OOC)模型的发展,对推进个性化医疗和减少动物模型的使用有着重要的前景。在OOC系统中集成微流体和先进的生物材料提供了可控的微环境,并促进了生理相关组织模型的创建。OOC模型的一个关键方面是制造可灌注芯片来创建血管网络,这对于维持长期3D培养至关重要。在这里,我们展示了一种结合单光子和双光子聚合(2PP)的两步制造方法,以创建能够支持内皮细胞(EC)血管生成的微流控芯片。该芯片采用2pp打印的密封轮廓,确保芯片部件的无泄漏粘合,以及一系列通道分离柱,使EC从母体血管迁移到细胞外基质。我们的研究结果表明,开发的血管生成芯片模型成功诱导EC发芽响应血管生成因子。这项工作通过为血管研究提供一个多功能平台,突出了其在药物筛选中的应用潜力,为该领域做出了重大贡献。我们制造方法的灵活性和精确性也允许为各种生物应用定制OOC设备,从而增强这些系统在复杂组织相互作用研究中的相关性。
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引用次数: 0
Investigation of Methacryloyl-Modified Gelatin-Based Hydrogels for Inkjet-Printed Biosensors and Their Adherence to Polyethylene Terephthalate and Oriented Polypropylene Substrates. 甲基丙烯基改性明胶基喷墨打印生物传感器水凝胶及其在聚对苯二甲酸乙二醇酯和定向聚丙烯基体上的粘附性研究。
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-27 eCollection Date: 2026-01-01 DOI: 10.1002/elsc.70065
Caroline M Trust, Regina M Lehmann, Sarah Schmidt, Verena Singer, Dominic Baum, Christine McBeth, Achim Weber

The COVID-19 pandemic has highlighted the need for rapid, simple, and cost-effective point-of-care testing (POCT) methods for pathogen detection. Hydrogel-based biosensing has emerged as an increasingly popular approach, offering advantages such as reagent storage and multiplexing capabilities. In this study, we have functionalized different polymer substrates to ensure an adequate adherence of methacryloyl-modified gelatin-based hydrogel spots that function as biosensors. Different hydrogel formulations were tested for their suitability in a point-of-care testchip. Our findings demonstrate the good adherence properties of amino-functionalized and subsequent methacrylated polymer materials, specifically polyethylene terephthalate (PET) and oriented polypropylene (OPP), when used as substrates for hydrogel biosensors. Moreover, we successfully identified an optimal formulation for the hydrogel ink, consisting of amino-functionalized methacryloyl-modified gelatin with a biopolymer content of 3.5% (w/w) and a photoinitiator content of 0.0875%. This formulation not only enables printing with a piezoelectric 2D printer but also exhibits excellent hydrogel stability and adherence to the functionalized substrates. These results contribute to the development of reliable and efficient POCT methods for pathogen detection, addressing the limitations of current diagnostic capabilities. The study emphasizes inkjet-based functionalization, with comprehensive characterization of printability including viscosity, surface tension, and density, and provides expanded methodological details to ensure reproducibility. Practical application: This study demonstrates the successful functionalization of PET and OPP polymers as substrates for point-of-care test chips, paving the way for advanced diagnostic solutions. By amino-functionalization and methacryloylation of the surfaces, covalent bonding with biosensors was achieved, ensuring stability and adherence. A methacryloyl-modified gelatin-based hydrogel ink, optimized for piezoelectric printing, was identified for biosensor fabrication. The selected ink minimizes fluorophore quenching, preserving biosensor sensitivity. Among the tested materials, OPP showed superior adherence due to its non-polar characteristics. These findings enable the creation of multiplexed test chips capable of detecting multiple pathogens simultaneously, addressing a crucial gap in rapid and reliable diagnostics. Although the hydrogel-based biosensors have not yet been tested with encapsulated LAMP, this integration marks the next step toward fully functional point-of-care testing. Ultimately, this research advances the development of robust diagnostic platforms, with applications in healthcare settings for timely pathogen identification and disease management.

2019冠状病毒病大流行凸显了对快速、简单和具有成本效益的即时检测(POCT)病原体检测方法的需求。基于水凝胶的生物传感已经成为一种越来越受欢迎的方法,具有试剂存储和多路复用能力等优点。在这项研究中,我们功能化了不同的聚合物底物,以确保甲基丙烯酰改性明胶基水凝胶点的充分粘附,这些水凝胶点具有生物传感器的功能。不同的水凝胶配方测试了他们的适用性点护理测试芯片。我们的研究结果表明,氨基功能化和随后的甲基丙烯酸化聚合物材料,特别是聚对苯二甲酸乙二醇酯(PET)和定向聚丙烯(OPP),当用作水凝胶生物传感器的底物时,具有良好的粘附性能。此外,我们成功地确定了水凝胶墨水的最佳配方,由氨基功能化甲基丙烯酰改性明胶组成,生物聚合物含量为3.5% (w/w),光引发剂含量为0.0875%。这种配方不仅可以用压电2D打印机打印,而且还表现出优异的水凝胶稳定性和对功能化基板的粘附性。这些结果有助于开发可靠和有效的POCT方法用于病原体检测,解决当前诊断能力的局限性。该研究强调以喷墨为基础的功能化,具有包括粘度、表面张力和密度在内的印刷性的全面表征,并提供了扩展的方法细节,以确保再现性。实际应用:本研究展示了PET和OPP聚合物作为即时检测芯片的基板的成功功能化,为先进的诊断解决方案铺平了道路。通过氨基功能化和甲基丙烯酰化,实现了与生物传感器的共价键,确保了稳定性和粘附性。确定了一种用于压电印刷的甲基丙烯基改性明胶基水凝胶油墨。所选油墨最大限度地减少荧光团淬火,保持生物传感器的灵敏度。在测试材料中,OPP由于其非极性特性而表现出优异的粘附性。这些发现使得能够同时检测多种病原体的多路测试芯片得以创建,从而解决了快速可靠诊断方面的关键空白。尽管基于水凝胶的生物传感器尚未与封装的LAMP进行测试,但这种集成标志着迈向功能齐全的即时护理测试的下一步。最终,这项研究推动了强大的诊断平台的发展,在医疗保健环境中用于及时的病原体识别和疾病管理。
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引用次数: 0
Exploring Ectoine Production From Methanol, Formate, and Electrochemically Produced Formate by Methyloligella halotolerans 探索从甲醇、甲酸酯和由耐盐甲基寡聚菌电化学生成甲酸酯生产外托因
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-09 DOI: 10.1002/elsc.70063
Aykut Kas, Paniz Izadi, Claudius Lenz, Thore Rohwerder, Jens Olaf Krömer, Falk Harnisch

Microbial synthesis using renewable C1-carbon sources like electrochemically produced formate (e-formate) represents a promising approach for climate-neutral chemical production. This study investigates formate utilization for ectoine biosynthesis by the halophilic methylotroph Methyloligella halotolerans. Preliminary growth assays confirmed formate utilization using 15–20 mM formate as the sole energy source substrate, when supplemented with yeast extract or vitamin solutions in a mineral salt medium. In a systematic study for ectoine production, formate utilization reached 0.305 ± 0.020 mmol d−1 at 20 mM. With different C1-substrates at 20 mM (3 mmol), ectoine production reached 10.3 ± 3.2 µmol (from methanol), 6.5 ± 0.8 µmol (from equimolar methanol/formate mix), 4.4 ± 0.1 µmol (from formate), and 1.2 ± 0.1 µmol (from e-formate). Medium buffering, pH stability and toxicity limited performance when formate and e-formate were supplied. Although ectoine yields were suboptimal, the feasibility of e-formate-based ectoine biosynthesis under high-salinity conditions with 9% NaCl, as shown in this study, discloses the great potential for integrating highly efficient electrochemical CO2 reduction in saline media with microbial synthesis of organic chemicals.

微生物合成利用可再生的c1碳源,如电化学生成的甲酸酯(e-甲酸酯),代表了一种有前途的气候中性化学品生产方法。本研究探讨了嗜盐甲基化菌耐盐甲基化菌利用甲酸酯合成异托碱的过程。初步的生长试验证实,当在无机盐培养基中补充酵母提取物或维生素溶液时,使用15-20 mM甲酸盐作为唯一的能量来源底物。在一项系统研究中,在20 mM时,甲酸酯的利用率达到0.305±0.020 mmol d - 1。在20 mM (3 mmol)不同的c1底物下,乙酸酯的产量达到10.3±3.2µmol(来自甲醇),6.5±0.8µmol(来自等摩尔甲醇/甲酸酯混合物),4.4±0.1µmol(来自甲酸酯)和1.2±0.1µmol(来自e-甲酸酯)。甲酸盐和e-甲酸盐的介质缓冲性能、pH稳定性和毒性限制性能。尽管异托因的产率不是最优的,但本研究表明,在9% NaCl的高盐度条件下,基于e-甲酸酯的异托因生物合成的可行性,揭示了将盐水介质中高效的电化学CO2还原与有机化学品的微生物合成结合起来的巨大潜力。
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引用次数: 0
Combination of Extrusion and Drop-on-Demand Bioprinting in One Process Enables the Local Placement of Cells or Signaling Factors Into (Bio) Printed Hydrogel Structures 挤压和按需生物打印在一个过程中的结合使细胞或信号因子局部放置到(生物)打印的水凝胶结构中。
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-30 DOI: 10.1002/elsc.70062
Finn Dani, Nieves Cubo-Matteo, Leonie Schlicht, Michael Gelinsky, Anja Lode

Combining the volumetric fabrication of hydrogel constructs using extrusion bioprinting with highly precise drop-on-demand (DoD) bioprinting offers exciting opportunities in biofabrication. This technical report presents a technique in which a solenoid micro-pipette is operated as an additional tool in an extrusion (bio)printing system to deposit small volumes of bioinks into extrusion-printed hydrogel constructs. Using three exemplary approaches, we show that this enables the patterned placement of cells or growth factors within 3D constructs and thus influences developmental processes. Human cells within low-viscosity bioinks, deposited into extrusion-printed hydrogel constructs by filling inter-strand cavities or by injection into the hydrogel strands, maintained their viability and functionality up to 28 days. As demonstrated for salivary gland cells, the properties of the hydrogel matrix can influence the fate of the injected cells: In a stiff alginate (Alg)-based hydrogel, they formed aggregates, which is beneficial for organoid formation, and in softer hydrogels, they migrated to neighboring cell clusters. Locally injected signaling factors such as vascular endothelial growth factor (VEGF) attracted endothelial cells and fibroblasts, which migrated into previously cell-free hydrogel areas. The combination of extrusion and DoD bioprinting opens new approaches to integrate different cell types and functionalizations in one construct, facilitating the creation of more complex and dynamic models.

结合使用挤压生物打印和高精度按需滴(DoD)生物打印的水凝胶结构的体积制造,为生物制造提供了令人兴奋的机会。本技术报告介绍了一种技术,该技术将螺线管微移液管作为挤出(生物)打印系统中的附加工具来操作,以将小体积的生物墨水沉积到挤出打印的水凝胶结构中。使用三种示例方法,我们表明这使得细胞或生长因子在3D结构中有图案地放置,从而影响发育过程。在低粘度生物墨水中,通过填充链间腔或注射到水凝胶链中,将人类细胞沉积到挤出打印的水凝胶结构中,可保持其活性和功能长达28天。正如唾液腺细胞所证明的那样,水凝胶基质的特性可以影响注射细胞的命运:在坚硬的海藻酸盐(Alg)基水凝胶中,它们形成聚集体,这有利于类器官的形成,而在较软的水凝胶中,它们迁移到邻近的细胞团中。局部注射的信号因子如血管内皮生长因子(VEGF)吸引内皮细胞和成纤维细胞,它们迁移到先前无细胞的水凝胶区域。挤压和DoD生物打印的结合开辟了将不同细胞类型和功能化整合到一个结构中的新方法,促进了更复杂和动态模型的创建。
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引用次数: 0
Engineering Strategies for Fungal Cell Disruption in Biotechnological Applications 生物技术应用中真菌细胞破坏的工程策略
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-01 DOI: 10.1002/elsc.70061
Bhagyeshri Ulhas Mantri, Maliheh Vahidinasab, Sonja Berensmeier

Fungal cell disruption plays a critical role in unlocking a wide range of high-value intracellular products such as lipids, proteins, pigments, and bioactive compounds. However, lysing fungal cells is far more challenging than breaking bacterial or algal cells due to their robust and highly structured cell walls. These biological barriers demand a tailored and strategic approach depending on the fungal species, cell morphology, and downstream processing requirements. This review explores the various mechanical and non-mechanical methods used to disrupt fungal cells, beyond outlining the core principles behind each method, the engineering and process factors that influence their performance are emphasized. A comparative analysis is provided, focusing on key parameters like disruption efficiency, scalability, cost-effectiveness, and environmental impact. The review also sheds light on emerging hybrid and integrated approaches, the role of pre-treatment or co-treatment strategies, and the potential for greener and more sustainable alternatives aligned with circular bioeconomy goals. Ultimately, this review aims to serve as a guide for researchers, bioprocess engineers, and industry professionals seeking to optimize fungal bioproduct extraction in a way that is not only technically sound but also economically viable and environmentally responsible, paving the way for more efficient, scalable, and sustainable fungal-based biomanufacturing.

真菌细胞破坏在解锁广泛的高价值细胞内产物(如脂质,蛋白质,色素和生物活性化合物)方面起着关键作用。然而,由于真菌细胞的细胞壁坚固且结构高度结构化,因此裂解真菌细胞远比破坏细菌或藻类细胞更具挑战性。这些生物屏障需要根据真菌种类、细胞形态和下游加工要求量身定制和战略方法。本文探讨了用于破坏真菌细胞的各种机械和非机械方法,除了概述每种方法背后的核心原理外,还强调了影响其性能的工程和工艺因素。提供了一个比较分析,重点是关键参数,如中断效率、可扩展性、成本效益和环境影响。该综述还揭示了新兴的混合和综合方法、预处理或联合处理战略的作用,以及与循环生物经济目标相一致的更绿色、更可持续的替代方案的潜力。最终,本综述旨在为研究人员、生物工艺工程师和行业专业人士提供指导,以优化真菌生物产品的提取方式,不仅在技术上合理,而且在经济上可行,对环境负责,为更高效、可扩展和可持续的真菌生物制造铺平道路。
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引用次数: 0
Scale-Up Strategy Focused on Hydrodynamic Stress for Mammalian Cell Culture Established by a Dry-Wet Approach 基于干湿法建立的哺乳动物细胞培养水动力应力放大策略
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-21 DOI: 10.1002/elsc.70054
Hiroyuki Kenmoku, Akira Kaneko, Takanobu Saito, Takahiro Nemoto, Yoshikazu Kato, Shunsuke Ohira

Today, most recombinant protein drugs are produced by mammalian cells in a stirred-type bioreactor (BR). Although cell culture scale-up strategies have been extensively investigated, scale-up and switching BRs while maintaining comparable culture performance remains a challenging step. This is because the empirical correlations used to determine operating parameters are applicable only for limited situations using similar BRs across scales. In addition, a few small scale-down models (SSDMs) are able to evaluate cellular sensitivity to the shear environment of manufacturing-scale BRs. In this study, we focused on the hydrodynamic stress associated with agitation and developed an SSDM that generates high shear stress without undesirable secondary effects such as vortex formation and severe gas hold-up. In-house BRs with various scales and configurations were used for fed-batch culture of CHO-K1 cells, and their shear environment was characterized by computational fluid dynamics (CFD). Using the dry-wet approach, we found that average shear stress was well correlated with titer decrease as an indicator of culture performance. We also confirmed that the response to shear stress differs among cell lines, and that evaluation of the shear sensitivity of cells is accordingly a risk mitigation step that is required to ensure successful scale-up.

今天,大多数重组蛋白药物是由哺乳动物细胞在搅拌型生物反应器(BR)中生产的。尽管细胞培养放大策略已被广泛研究,但在保持相当的培养性能的同时,放大和切换BRs仍然是一个具有挑战性的步骤。这是因为用于确定操作参数的经验相关性仅适用于使用跨尺度相似BRs的有限情况。此外,一些小比例模型(ssdm)能够评估制造规模br的细胞对剪切环境的敏感性。在本研究中,我们将重点放在与搅拌相关的流体动力应力上,并开发了一种SSDM,该SSDM可以产生高剪切应力,而不会产生不良的次要影响,如漩涡形成和严重的气含率。采用不同规模和配置的室内BRs对CHO-K1细胞进行补料分批培养,并用计算流体力学(CFD)对其剪切环境进行表征。使用干湿法,我们发现平均剪切应力与滴度降低作为培养性能的指标具有良好的相关性。我们还证实,不同细胞系对剪切应力的反应不同,因此,评估细胞的剪切敏感性是确保成功扩大规模所需的风险缓解步骤。
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引用次数: 0
Optimization of Chemical Defined Medium for Lactobacillus brevis Based on Artificial Intelligence 基于人工智能的短乳杆菌化学培养基优化
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-17 DOI: 10.1002/elsc.70051
Chang Yu, Xu Yang, XiaoQing Ren, JianYe Xia

ABSTRACT

Lactobacillus brevis (L. brevis) is a bacterium known for its lactic acid production and probiotic properties. However, the limited research on industrial fermentation of L. brevis and its low productivity pose challenges. This work aimed to develop a cost-effective synthetic medium as an alternative to a complex medium for its large-scale production. We first investigated the nutrient requirements of L. brevis in terms of amino acids, vitamins, and nucleotides using the single nutrient omission method. Artificial intelligence algorithms combined with the Growth Profiler 960 (GP960) were then employed to optimize the concentration in the synthetic medium. The results indicate that L. brevis has diverse nutritional demands, including 18 essential amino acids (excluding aspartic acid and glutamine) and specific vitamins (pantothenic acid, nicotinic acid, vitamin B6, riboflavin) and nucleotides. Furthermore, the developed synthetic medium supported equivalent growth of L. brevis to that of the complex medium. The specific growth rate of L. brevis in synthetic medium could reach 0.297 h−1. The cost of synthetic medium was 57.52% lower than that of fermentation medium. These results provide a solid foundation for further research on industrial fermentation of L. brevis.

Summary

  • Determine the requirements of Lactobacillus brevis growth for various types of amino acids, vitamins, and nucleotides.
  • A combination of artificial intelligence algorithms and Growth Profiler 960 (GP960) equipment is used to optimize the medium at high throughput.
  • No restrictions are placed on the factors and levels of medium optimization.
  • Compared to complex medium, the components of the synthetic medium for Lactobacillus brevis are clearer and less expensive.
摘要:短乳杆菌(Lactobacillus brevis, L. brevis)是一种以产乳酸和益生菌特性而闻名的细菌。然而,短乳杆菌工业发酵的研究有限,生产效率低,这给短乳杆菌工业发酵带来了挑战。这项工作旨在开发一种具有成本效益的合成介质,作为大规模生产复杂介质的替代品。我们首先采用单一营养遗漏法,从氨基酸、维生素和核苷酸三个方面研究了短乳杆菌的营养需求。然后采用人工智能算法结合Growth Profiler 960 (GP960)优化合成培养基中的浓度。结果表明,短乳杆菌具有多种营养需求,包括18种必需氨基酸(不包括天冬氨酸和谷氨酰胺)和特定维生素(泛酸、烟酸、维生素B6、核黄素)和核苷酸。此外,开发的合成培养基与复合培养基的生长相当。短乳杆菌在合成培养基中的比生长率可达0.297 h-1。合成培养基的成本比发酵培养基低57.52%。这些结果为进一步开展短乳杆菌的工业发酵研究提供了坚实的基础。摘要:确定短乳杆菌生长对各种氨基酸、维生素和核苷酸的需求。结合人工智能算法和Growth Profiler 960 (GP960)设备对培养基进行高通量优化。对媒介优化的因素和水平没有任何限制。与复杂培养基相比,短乳杆菌合成培养基的成分更清晰,成本更低。
{"title":"Optimization of Chemical Defined Medium for Lactobacillus brevis Based on Artificial Intelligence","authors":"Chang Yu,&nbsp;Xu Yang,&nbsp;XiaoQing Ren,&nbsp;JianYe Xia","doi":"10.1002/elsc.70051","DOIUrl":"10.1002/elsc.70051","url":null,"abstract":"<div>\u0000 \u0000 <section>\u0000 \u0000 <h3> ABSTRACT</h3>\u0000 \u0000 <p><i>Lactobacillus brevis</i> (<i>L. brevis</i>) is a bacterium known for its lactic acid production and probiotic properties. However, the limited research on industrial fermentation of <i>L. brevis</i> and its low productivity pose challenges. This work aimed to develop a cost-effective synthetic medium as an alternative to a complex medium for its large-scale production. We first investigated the nutrient requirements of <i>L. brevis</i> in terms of amino acids, vitamins, and nucleotides using the single nutrient omission method. Artificial intelligence algorithms combined with the Growth Profiler 960 (GP960) were then employed to optimize the concentration in the synthetic medium. The results indicate that <i>L. brevis</i> has diverse nutritional demands, including 18 essential amino acids (excluding aspartic acid and glutamine) and specific vitamins (pantothenic acid, nicotinic acid, vitamin B6, riboflavin) and nucleotides. Furthermore, the developed synthetic medium supported equivalent growth of <i>L. brevis</i> to that of the complex medium. The specific growth rate of <i>L. brevis</i> in synthetic medium could reach 0.297 h<sup>−1</sup>. The cost of synthetic medium was 57.52% lower than that of fermentation medium. These results provide a solid foundation for further research on industrial fermentation of <i>L. brevis</i>.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Summary</h3>\u0000 \u0000 <div>\u0000 <ul>\u0000 \u0000 <li>Determine the requirements of <i>Lactobacillus brevis</i> growth for various types of amino acids, vitamins, and nucleotides.</li>\u0000 \u0000 <li>A combination of artificial intelligence algorithms and Growth Profiler 960 (GP960) equipment is used to optimize the medium at high throughput.</li>\u0000 \u0000 <li>No restrictions are placed on the factors and levels of medium optimization.</li>\u0000 \u0000 <li>Compared to complex medium, the components of the synthetic medium for <i>Lactobacillus brevis</i> are clearer and less expensive.</li>\u0000 </ul>\u0000 </div>\u0000 </section>\u0000 </div>","PeriodicalId":11678,"journal":{"name":"Engineering in Life Sciences","volume":"25 11","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12622380/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145548814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Differential Depth Sequencing Method, SPRE-Seq, for Enhancing Targeted Region Coverage in Hybridization Capture-Based NGS 差分深度测序方法SPRE-Seq在基于杂交捕获的NGS中增强目标区域覆盖
IF 3 4区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-24 DOI: 10.1002/elsc.70047
Hui-Juan Chen, Bing Wang, Yi-Ran Zhang, Xue-Na Yao, Chun-Yan Yang, He-Nan Dong, Li-Li Cai, Dong-Jie Fan, Qi-Ming Zhou

Sequencing depth is a crucial parameter for variant calling accuracy and sensitivity. The trade-off between sequencing breadth and depth is a well-known limitation in capture-based targeted next-generation sequencing (NGS). Herein, we propose a differential depth sequencing method, SPRE-Seq, to acquire different sequencing depths for different targeted regions in an NGS panel. The SPRE-Seq performance was evaluated using a panel of reference standards and clinical samples based on our custom-designed homologous recombination deficiency (HRD) assay. By applying SPRE-Seq, the effective sequencing depths of the homologous recombination repair (HRR) and HRD regions of all seven HRD reference standards met the required thresholds with only half the sequencing data volume (reduced from 12 to 6 GB). The results for the HRR genes and HRD showed 100% consistency with the expected results. In clinical samples, the effective sequencing depth of the HRR regions was significantly higher, with a sequencing data volume of 6 GB using the SPRE-Seq approach compared with 6 GB using a regular capture approach. However, there was no significant difference between a data volume of 6 GB using SPRE-Seq and 12 GB using a regular capture method. The SPRE-Seq approach was feasible and reliable for determining the HRD status and HRR somatic variants in reference standards and clinical samples at a low sequencing volume. SPRE-Seq is a reliable, feasible, and cost-effective method that can acquire an adequate sequencing depth of an NGS panel at a low sequencing data volume.

序列深度是影响变异识别精度和灵敏度的重要参数。测序广度和深度之间的权衡是众所周知的基于捕获的靶向下一代测序(NGS)的限制。在此,我们提出了一种差分深度测序方法SPRE-Seq,以获得NGS面板中不同目标区域的不同测序深度。基于我们定制设计的同源重组缺陷(HRD)测定,使用一组参考标准和临床样品评估SPRE-Seq的性能。通过SPRE-Seq,所有7种HRD参比标准的同源重组修复(homologous recombination repair, HRR)和HRD区域的有效测序深度都达到了要求的阈值,而测序数据量仅减少了一半(从12 GB减少到6 GB)。HRR基因和HRD的结果与预期结果100%一致。在临床样本中,HRR区域的有效测序深度明显更高,使用SPRE-Seq方法的测序数据量为6 GB,而使用常规捕获方法的测序数据量为6 GB。但是,使用SPRE-Seq的6 GB数据量与使用常规捕获方法的12 GB数据量之间没有显著差异。SPRE-Seq方法在低测序量的参考标准和临床样本中确定HRD状态和HRR体细胞变异是可行和可靠的。SPRE-Seq是一种可靠、可行、经济的方法,可以在低测序数据量下获得足够的NGS面板测序深度。
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Engineering in Life Sciences
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