journal
https://read.qxmd.com/read/38654549/integration-of-just-in-time-learning-with-variational-autoencoder-for-cell-culture-process-monitoring-based-on-raman-spectroscopy
#1
JOURNAL ARTICLE
Mohammad Rashedi, Hamid Khodabandehlou, Tony Wang, Matthew Demers, Aditya Tulsyan, Christopher Garvin, Cenk Undey
Protein production in the biopharmaceutical industry necessitates the utilization of multiple analytical techniques and control methodologies to ensure both safety and consistency. To facilitate real-time monitoring and control of cell culture processes, Raman spectroscopy has emerged as a versatile analytical technology. This technique, categorized as a Process Analytical Technology, employs chemometric models to establish correlations between Raman signals and key variables of interest. One notable approach for achieving real-time monitoring is through the application of just-in-time learning (JITL), an industrial soft sensor modeling technique that utilizes Raman signals to estimate process variables promptly...
April 23, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38650386/stabilization-of-galactose-oxidase-by-high-hydrostatic-pressure-insights-on-the-role-of-cavities-size
#2
JOURNAL ARTICLE
Min J Kang, José I Reyes-De-Corcuera
High hydrostatic pressure stabilized galactose oxidase (GaOx) at 70.0-80.0°C against thermal inactivation. The pseudo-first-order rate constant of inactivation kinact decreased by a factor of 8 at 80°C and by a factor of 44 at 72.5°C. The most pronounced effect of pressure was at the lowest studied temperature of 70.0°C with an activation volume of inactivation ΔV‡ of 78.8 cm3  mol-1 . The optimal pressure against thermal inactivation was between 200 and 300 MPa...
April 22, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38639160/development-of-generic-metabolic-raman-calibration-models-using-solution-titration-in-aqueous-phase-and-data-augmentation-for-in-line-cell-culture-analysis
#3
JOURNAL ARTICLE
Zhijun Zhang, Zhe Lang, Gong Chen, Hang Zhou, Weichang Zhou
This study presents a novel approach for developing generic metabolic Raman calibration models for in-line cell culture analysis using glucose and lactate stock solution titration in an aqueous phase and data augmentation techniques. First, a successful set-up of the titration method was achieved by adding glucose or lactate solution at several different constant rates into the aqueous phase of a bench-top bioreactor. Subsequently, the in-line glucose and lactate concentration were calculated and interpolated based on the rate of glucose and lactate addition, enabling data augmentation and enhancing the robustness of the metabolic calibration model...
April 19, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38634289/engineering-of-the-lrp-asnc-type-transcriptional-regulator-decr-as-a-genetically-encoded-biosensor-for-multilevel-optimization-of-l-cysteine-biosynthesis-pathway-in-escherichia-coli
#4
JOURNAL ARTICLE
Zhiyou Zhou, Zonglin Li, Yahui Zhong, Shuai Xu, Zhimin Li
L-cysteine is an important sulfur-containing amino acid being difficult to produce by microbial fermentation. Due to the lack of high-throughput screening methods, existing genetically engineered bacteria have been developed by simply optimizing the expression of L-cysteine-related genes one by one. To overcome this limitation, in this study, a biosensor-based approach for multilevel biosynthetic pathway optimization of L-cysteine from the DecR regulator variant of Escherichia coli was applied. Through protein engineering, we obtained the DecRN29Y/C81E/M90Q/M99E variant-based biosensor with improved specificity and an 8...
April 18, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38629468/efficient-production-of-l-glutathione-by-whole-cell-catalysis-with-atp-regeneration-from-adenosine
#5
JOURNAL ARTICLE
Siqi Zuo, Jiarun Zhao, Pengfei Zhang, Wenqian Liu, Ke Bi, Peilian Wei, Jiazhang Lian, Zhinan Xu
l-glutathione (GSH) is an important tripeptide compound with extensive applications in medicine, food additives, and cosmetics industries. In this work, an innovative whole-cell catalytic strategy was developed to enhance GSH production by combining metabolic engineering of GSH biosynthetic pathways with an adenosine-based adenosine triphosphate (ATP) regeneration system in Escherichia coli. Concretely, to enhance GSH production in E. coli, several genes associated with GSH and  l-cysteine degradation, as well as the branched metabolic flow, were deleted...
April 17, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38613199/multivariate-data-analysis-on-multisensor-measurement-for-inline-process-monitoring-of-adenovirus-production-in-hek293-cells
#6
JOURNAL ARTICLE
Xingge Xu, Omar Farnós, Barbara C M F Paes, Sean Nesdoly, Amine A Kamen
In the era of Biopharma 4.0, process digitalization fundamentally requires accurate and timely monitoring of critical process parameters (CPPs) and quality attributes. Bioreactor systems are equipped with a variety of sensors to ensure process robustness and product quality. However, during the biphasic production of viral vectors or replication-competent viruses for gene and cell therapies and vaccination, current monitoring techniques relying on a single working sensor can be affected by the physiological state change of the cells due to infection/transduction/transfection step required to initiate production...
April 12, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38595326/semiautomated-design-and-soluble-expression-of-a-chimeric-antigen-tbpab01-from-glaesserella-parasuis
#7
JOURNAL ARTICLE
Jin-Ping Chen, Lin Zhou, Jin-Song Gong, Nan-Kai Wang, Fen-Fang Miao, Chang Su, Xin-Le Gao, Guo-Qiang Xu, Jin-Song Shi, Zheng-Hong Xu
Pathogenic bacterial membrane proteins (MPs) are a class of vaccine and antibiotic development targets with widespread clinical application. However, the inherent hydrophobicity of MPs poses a challenge to fold correctly in living cells. Herein, we present a comprehensive method to improve the soluble form of MP antigen by rationally designing multi-epitope chimeric antigen (ChA) and screening two classes of protein-assisting folding element. The study uses a homologous protein antigen as a functional scaffold to generate a ChA possessing four epitopes from transferrin-binding protein A of Glaesserella parasuis...
April 10, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38587175/machine-learning-approaches-to-predict-tas2r-receptors-for-bitterants
#8
REVIEW
Francesco Ferri, Marco Cannariato, Marco Agostino Deriu, Lorenzo Pallante
Bitter taste involves the detection of diverse chemical compounds by a family of G protein-coupled receptors, known as taste receptor type 2 (TAS2R). It is often linked to toxins and harmful compounds and in particular bitter taste receptors participate in the regulation of glucose homeostasis, modulation of immune and inflammatory responses, and may have implications for various diseases. Human TAS2Rs are characterized by their polymorphism and differ in localization and function. Different receptors can activate various signaling pathways depending on the tissue and the ligand...
April 8, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38587130/establishment-of-low-cost-production-platforms-of-polyhydroxyalkanoate-bioplastics-from-halomonas-cupida-j9
#9
JOURNAL ARTICLE
Siqi Wang, Yujie Liu, Hongfu Guo, Yan Meng, Weini Xiong, Ruihua Liu, Chao Yang
Microbial production of polyhydroxyalkanoate (PHA) is greatly restricted by high production cost arising from high-temperature sterilization and expensive carbon sources. In this study, a low-cost PHA production platform was established from Halomonas cupida J9. First, a marker-less genome-editing system was developed in H. cupida J9. Subsequently, H. cupida J9 was engineered to efficiently utilize xylose for PHA biosynthesis by introducing a new xylose metabolism module and blocking xylonate production. The engineered strain J9UΔxylD-P8xylA has the highest PHA yield (2...
April 8, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38568751/characterization-and-engineering-of-peroxisome-targeting-sequences-for-compartmentalization-engineering-in-pichia-pastoris
#10
JOURNAL ARTICLE
Cuifang Ye, Haosen Hong, Jucan Gao, Mengxin Li, Yuanwei Gou, Di Gao, Chang Dong, Lei Huang, Zhinan Xu, Jiazhang Lian
Peroxisomal compartmentalization has emerged as a highly promising strategy for reconstituting intricate metabolic pathways. In recent years, significant progress has been made in the peroxisomes through harnessing precursor pools, circumventing metabolic crosstalk, and minimizing the cytotoxicity of exogenous pathways. However, it is important to note that in methylotrophic yeasts (e.g. Pichia pastoris), the abundance and protein composition of peroxisomes are highly variable, particularly when peroxisome proliferation is induced by specific carbon sources...
April 3, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38555482/expression-of-filaments-of-the-geobacter-extracellular-cytochrome-omcs-in-shewanella-oneidensis
#11
JOURNAL ARTICLE
Tong Lin, Wenqi Ding, Danni Zhang, Zixuan You, Yun Yang, Feng Li, Dake Xu, Derek R Lovley, Hao Song
The physiological role of Geobacter sulfurreducens extracellular cytochrome filaments is a matter of debate and the development of proposed electronic device applications of cytochrome filaments awaits methods for large-scale cytochrome nanowire production. Functional studies in G. sulfurreducens are stymied by the broad diversity of redox-active proteins on the outer cell surface and the redundancy and plasticity of extracellular electron transport routes. G. sulfurreducens is a poor chassis for producing cytochrome nanowires for electronics because of its slow, low-yield, anaerobic growth...
March 30, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38555480/plants-as-a-cost-effective-source-for-customizable-photosynthetic-wound-dressings-a-proof-of-concept-study
#12
JOURNAL ARTICLE
Sergio González-Itier, Miguel Miranda, Rocío Corrales-Orovio, Constanza Vera, Valentina Veloso-Giménez, Camila Cárdenas-Calderón, José Tomás Egaña
Oxygen is essential for tissue regeneration, playing a crucial role in several processes, including cell metabolism and immune response. Therefore, the delivery of oxygen to wounds is an active field of research, and recent studies have highlighted the potential use of photosynthetic biomaterials as alternative oxygenation approach. However, while plants have traditionally been used to enhance tissue regeneration, their potential to produce and deliver local oxygen to wounds has not yet been explored. Hence, in this work we studied the oxygen-releasing capacity of Marchantia polymorpha explants, showing their capacity to release oxygen under different illumination settings and temperatures...
March 30, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38548678/development-of-inducible-promoters-for-regulating-gene-expression-in-clostridium-tyrobutyricum-for-biobutanol-production
#13
JOURNAL ARTICLE
Jun Feng, Qingke Wang, Zhen Qin, Xiaolong Guo, Hongxin Fu, Shang-Tian Yang, Jufang Wang
Clostridium tyrobutyricum is an anaerobe known for its ability to produce short-chain fatty acids, alcohols, and esters. We aimed to develop inducible promoters for fine-tuning gene expression in C. tyrobutyricum. Synthetic inducible promoters were created by employing an Escherichia coli lac operator to regulate the thiolase promoter (PCathl) from Clostridium acetobutylicum, with the best one (LacI-Pto4s) showing a 5.86-fold dynamic range with isopropyl β- d-thiogalactoside (IPTG) induction. A LT-Pt7 system with a dynamic range of 11...
March 28, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38548668/inhibition-of-hyphal-formation-together-with-biochar-addition-promotes-erythritol-production-by-yarrowia-lipolytica
#14
JOURNAL ARTICLE
Fangmei Liu, Kai Xia, Yuqing Chen, Ling Zhu, Lingzhi Zhu, Xuequn Zhao, Ruyi Sha, Jun Huang
This study aimed to investigate the effect of hyphal formation in Yarrowia lipolytica and biochar addition on erythritol production by submerged fermentation. Hyphal formation significantly inhibited erythritol production by Y. lipolytica. Transcriptome analysis suggested that the impaired erythritol synthesis of hyphal cells was associated with the differential expression of genes involved in amino acid metabolism, lipid metabolism, and cell wall stability. Deletion of RAS2 responsible for yeast-to-hypha transition and EYD1 included in erythritol degradation blocked hyphal formation and improved erythritol production...
March 28, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38548663/recent-advances-in-biomedical-applications-of-carbon-and-graphene-quantum-dots-a-review
#15
REVIEW
Abhijit Das, Manas Roy, Mitali Saha
The carbon-based nanostructures have led to the development of theranostic nanoplatforms for simultaneous diagnosis and therapy due to their effective cell membrane-penetration ability, low degree of cytotoxicity, excellent pore volume, substantial chemical stability, and reactive surface. In the last few years, extensive efforts were made to design multifunctional nanoplatform strategies based on carbon nanostructures, involving multimodal imaging, controlled drug release capabilities, sensing in vitro, efficient drug loading capacity, and therapy...
March 28, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38548653/sequence-based-design-and-construction-of-synthetic-nanobody-library
#16
JOURNAL ARTICLE
Chuanyong Liu, Yanping Li, Qinghua He, Jinheng Fu, Qingting Wei, Hao Lin, Ying Luo, Zhui Tu
Nanobody (Nb), the smallest antibody fragments known to bind antigens, is now widely applied to various studies, including protein structure analysis, bioassay, diagnosis, and biomedicine. The traditional approach to generating specific nanobodies involves animal immunization which is time-consuming and expensive. As the understanding of the antibody repertoire accumulation, the synthetic library, which is devoid of animals, has attracted attention widely in recent years. Here, we describe a synthetic phage display library (S-Library), designed based on the systematic analysis of the next-generation sequencing (NGS) of nanobody repertoire...
March 28, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38501733/an-experimental-and-modeling-approach-to-describe-the-deactivation-of-cellulases-at-the-air-liquid-interface
#17
JOURNAL ARTICLE
Laura Cachafeiro, Senta Heiss-Blanquet, Damien Hudebine
Understanding the reaction mechanisms involved in the enzymatic hydrolysis of cellulose is important because it is kinetically the most limiting step of the bioethanol production process. The present work focuses on the enzymatic deactivation at the air-liquid interface, which is one of the aspects contributing to this global deactivation. This phenomenon has already been experimentally proven, but this is the first time that a model has been proposed to describe it. Experiments were performed by incubating Celluclast cocktail solutions on an orbital stirring system at different enzyme concentrations and different surface-to-volume ratios...
March 19, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38500437/prediction-models-for-the-flux-decay-profile-and-initial-flux-of-microfiltration-for-therapeutic-proteins
#18
JOURNAL ARTICLE
Kota Inoue, Yumiko Masuda, Tetsuo Torisu, Koichi Nonaka, Susumu Uchiyama
Microfiltration (MF) is an essential step during biopharmaceutical manufacturing. However, unexpected flux decay can occur. Although the flux decay profile and initial flux are important factors determining MF filterability, predicting them accurately is challenging, as the root cause of unexpected flux decay remains elusive. In this study, the methodology for developing a prediction model of flux decay profiles was established. First, the filtration profiles of different monodisperse polystyrene latex and silica beads of various sizes were evaluated...
March 19, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38500406/genome-scale-metabolic-modeling-of-thraustochytrium-sp-rt2316-16-effects-of-nutrients-on-metabolism
#19
JOURNAL ARTICLE
Carolina Shene, Allison Leyton, Liset Flores, Daniela Chavez, Juan A Asenjo, Yusuf Chisti
Marine thraustochytrids produce metabolically important lipids such as the long-chain omega-3 polyunsaturated fatty acids, carotenoids, and sterols. The growth and lipid production in thraustochytrids depends on the composition of the culture medium that often contains yeast extract as a source of amino acids. This work discusses the effects of individual amino acids provided in the culture medium as the only source of nitrogen, on the production of biomass and lipids by the thraustochytrid Thraustochytrium sp...
March 18, 2024: Biotechnology and Bioengineering
https://read.qxmd.com/read/38494797/itaconic-acid-production-by-co-feeding-of-ustilago-maydis-a-combined-approach-of-experimental-data-design-of-experiments-and-metabolic-modeling
#20
JOURNAL ARTICLE
Anita L Ziegler, Lena Ullmann, Manuel Boßmann, Karla L Stein, Ulf W Liebal, Alexander Mitsos, Lars M Blank
Itaconic acid is a platform chemical with a range of applications in polymer synthesis and is also discussed for biofuel production. While produced in industry from glucose or sucrose, co-feeding of glucose and acetate was recently discussed to increase itaconic acid production by the smut fungus Ustilago maydis. In this study, we investigate the optimal co-feeding conditions by interlocking experimental and computational methods. Flux balance analysis indicates that acetate improves the itaconic acid yield up to a share of 40% acetate on a carbon molar basis...
March 17, 2024: Biotechnology and Bioengineering
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