{"title":"Effects of Air Temperature on Transient Expression of Influenza Hemagglutinin in Nicotiana benthamiana: Analysis of Transgene Transcription and Plant Stress Responses.","authors":"Patthasarun Pruksarojanakul, Kazune Atsumi, Youngjun Oh, Nobuyuki Matoba, Ryo Matsuda","doi":"10.1002/bit.28942","DOIUrl":"https://doi.org/10.1002/bit.28942","url":null,"abstract":"<p><p>Postinfiltration air temperature is known to affect the accumulation of recombinant protein in Agrobacterium-mediated transient expression in Nicotiana benthamiana plants, including the number of days needed to reach maximum content and the rate of reduction thereafter. This study aimed to clarify whether the transcript levels of the transgenes and those of plant stress response markers (i.e., hypersensitive response and endoplasmic reticulum [ER] stress) could be primary determinants of the accumulation of recombinant influenza hemagglutinin (HA) at 21 or 26°C. We found no correlation between the transgene expression levels (HA, RdRP, and MP) and the number of days needed to reach the maximum HA protein content at both temperatures. Regardless of the accumulation compartment, HA protein content peaked earlier at 26°C than at 21°C. The rapid reduction of HA content after reaching the maximum, observed only in the ER at 26°C, correlated with severe necrosis and high transcript levels of two representative ER stress markers, bZIP60 and BiP. This correlation suggests that high postinfiltration air temperature affects HA accumulation primarily through ER stress, a key factor in the rapid reduction of HA content after the peak.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":" ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143063719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jannik Richter, Qimin Wang, Ferdinand Lange, Phil Thiel, Nina Yilmaz, Dörte Solle, Xiaoying Zhuang, Sascha Beutel
{"title":"Machine Learning-Powered Optimization of a CHO Cell Cultivation Process.","authors":"Jannik Richter, Qimin Wang, Ferdinand Lange, Phil Thiel, Nina Yilmaz, Dörte Solle, Xiaoying Zhuang, Sascha Beutel","doi":"10.1002/bit.28943","DOIUrl":"https://doi.org/10.1002/bit.28943","url":null,"abstract":"<p><p>Chinese Hamster Ovary (CHO) cells are the most widely used cell lines to produce recombinant therapeutic proteins such as monoclonal antibodies (mAbs). However, the optimization of the CHO cell culture process is very complex and influenced by various factors. This study investigates the use of machine learning (ML) algorithms to optimize an established industrial CHO cell cultivation process. A ML algorithm in the form of an artificial neural network (ANN) was used and trained on datasets from historical and newly generated CHO cell cultivation runs. The algorithm was then used to find better cultivation conditions and improve cell productivity. The selected artificial intelligence (AI) tool was able to suggest optimized cultivation settings and new condition combinations, which promised both increased cell growth and increased mAb titers. After performing the validation experiments, it was shown that the ML algorithm was able to successfully optimize the cultivation process and significantly improve the antibody production. The best results showed an increase in final mAb titer up to 48%, demonstrating that the use of ML algorithms is a promising approach to optimize the productivity of bioprocesses like CHO cell cultivation processes clearly.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":" ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143063720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Modeling the Performance of an Anaerobic Moving Bed Biofilm Reactor.","authors":"Yuhang Cai, Joshua P Boltz, Bruce E Rittmann","doi":"10.1002/bit.28938","DOIUrl":"https://doi.org/10.1002/bit.28938","url":null,"abstract":"<p><p>Sub-models representing transformation processes by microorganisms and hydrolases, a one-dimensional (1-D) biofilm, and a bioreactor were integrated to simulate organic-matter fermentation and methane (CH<sub>4</sub>) production in an anaerobic moving bed biofilm reactor (AnMBBR). The integrated models correctly represented all experimental observations and identified mechanisms underlying how and why AnMBBR performance changed when the volumetric loading rate (VLR) of total chemical oxygen demand (TCOD) increased from 3.9 to 19.5 kg COD<sub>T</sub>/m<sup>3</sup>-d. The fractional removal of TCOD and CH<sub>4</sub> production decreased as the VLR of TCOD increased, in part, due to an increasing biofilm thickness that filled the protected channels in the interior of the plastic carriers and led to a decrease in biofilm surface area and an increase in the mass-transfer boundary layer. Also, the ~25-day duration for each VLR of TCOD was too brief to allow the biofilm to establish a new quasi-steady state with respect to biofilm thickness. The mechanistic understanding of how biofilm characteristics and process performance respond to increased VLR of TCOD can be applied in engineering practice to improve AnMBBR process design and operation.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":" ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143063721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Daniel J Willard, Mohammad J H Manesh, Kaitlyn M John, Robert M Kelly
{"title":"pH Threshold Impacts Chalcopyrite Bioleaching Dynamics for the Extreme Thermoacidophile Sulfurisphaera ohwakuensis.","authors":"Daniel J Willard, Mohammad J H Manesh, Kaitlyn M John, Robert M Kelly","doi":"10.1002/bit.28945","DOIUrl":"https://doi.org/10.1002/bit.28945","url":null,"abstract":"<p><p>The extremely thermoacidophilic archaeon Sulfurisphaera ohwakuensis served as the basis for probing how initial pH (pH<sub>initial</sub>) affects copper mobilization from chalcopyrite. Screening of small-scale cultures (75 mL) at 75°C revealed that ~pH 3.0 was a maximal threshold for bioleaching onset. Subsequently, chalcopyrite at 10 g/L in 750 mL culture media, containing small amounts of ferric ion, adjusted to pH 2.5 with sulfuric acid and incubated for 24 h at 75°C before inoculation, brought the pH to approximately 3.0 through abiotic chemical reactions. However, the resulting subtle differences in pH<sub>initial</sub> (3.0 ± 0.15) in bioleaching cultures, while not affecting microbial growth, were critical to bioleaching onset and progress. Initial iron levels were less important than pH<sub>initial</sub> in starting the bioleaching process. X-Ray Diffraction (XRD) surface analysis informed bioleaching trajectories over 21 days and reinforced the impact of pH<sub>initial</sub>. The subtle differences in pH<sub>initial</sub> markedly affected S. ohwakuensis onset and outcomes, as it presumably would for other bioleaching thermoacidophilic archaea. Furthermore, the findings here highlight the challenges faced in replicating bioleaching experiments across, and even within, laboratories as well as in achieving consistent results in bioleaching processes.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":" ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143063723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chenghan Yang, Yilin Ren, Li Zhang, Yina Li, Chunxia Wang, Haifeng Hang, Xiwei Tian, Ali Mohsin, Ju Chu, Yingping Zhuang
{"title":"Alterations in Protein Phosphorylation and Arginine Biosynthesis Metabolism Confer β-Phenylethanol Tolerance in Saccharomyces cerevisiae.","authors":"Chenghan Yang, Yilin Ren, Li Zhang, Yina Li, Chunxia Wang, Haifeng Hang, Xiwei Tian, Ali Mohsin, Ju Chu, Yingping Zhuang","doi":"10.1002/bit.28936","DOIUrl":"https://doi.org/10.1002/bit.28936","url":null,"abstract":"<p><p>The aromatic compound β-phenylethanol (2-PE) is inherently toxic and can inhibit cell activity in Saccharomyces cerevisiae, making it highly challenging to enhance strain tolerance through rational design due to the lack of reliable connections between tolerance phenotype and genetic loci. This study employed adaptive laboratory evolution strategy to investigate the tolerance characteristics of S. cerevisiae S288C under inhibitory concentrations of 2-PE. The tolerant mutant SEC4.0 was characterized through comprehensive analysis of whole genome sequence, transcriptome, and phosphoproteome. The findings revealed that the high resistance of SEC4.0 was not primarily due to large-scale transcriptional upregulation of stress response genes, but rather through alterations in the phosphorylation levels of lipid-related pathways. PKC1 mutations that affect stress signal transduction and SPT3 mutations that affect arginine biosynthesis have been shown to significantly enhance 2-PE resistance. This study also investigated the effects of exogenous amino acid addition and synergistic effects with two key mutanted genes on 2-PE resistance. This study provides a foundation for enhancing yeast tolerance to this aromatic compound through rational design strategies.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":" ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143063718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sulochana Pitawala, Peter J Scales, Gregory J O Martin
{"title":"A New Modeling Approach for Predicting the Growth of Filamentous Algae in Outdoor Algae-Based Wastewater Treatment Systems.","authors":"Sulochana Pitawala, Peter J Scales, Gregory J O Martin","doi":"10.1002/bit.28941","DOIUrl":"https://doi.org/10.1002/bit.28941","url":null,"abstract":"<p><p>Filamentous algae (FA) can form readily harvestable floating mats or attached turfs that facilitate their application in wastewater treatment systems. However, large-scale implementation is hindered by our inability to predict performance as a function of key operational parameters. A predictive mathematical model would be a valuable tool for designing efficient FA-based systems. Developing accurate models is challenging due to dynamic environmental conditions and the spatial complexities of FA cultures. In this work, a model was developed to mathematically describe the biomass productivity of static FA cultures (mats and turfs) in relation to the incident light intensity and temperature. The model was validated against published data to investigate the influence of time-dependent inhibition (inhibition from sustained light exposure) on productivity. When time-dependent inhibition was included in the model, predictions were within ~10% of experimental values, however, without including time-dependent inhibition there was a sixfold overestimation of biomass productivity. The model could also generate predictions of the effects of time-dependent inhibition during diurnal light fluctuations using experimentally determined rate constants. The model represents a powerful tool for optimizing the design and operational parameters in FA cultures that could be further expanded to incorporate the influence of nutrient and CO<sub>2</sub> availability.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":" ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143063717","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effectively Guiding Cell Elongation and Alignment by Constructing Micro/Nano Hierarchical Patterned Titania on Titanium Substrate","authors":"Feng-Jiao Bai, Hui Wang, Yu-Qing Hu, Yun-Fei Shao, Yi-Ran Zhu, Yu-Lin Jiang, Jian-Chen Hu, Hui-Jing Zhao, Ke-Qin Zhang","doi":"10.1002/bit.28934","DOIUrl":"https://doi.org/10.1002/bit.28934","url":null,"abstract":"Based on the innate sensitivity of cell to substrate topographical cues, modulating cell-directed growth behavior is crucial for promoting tissue repair and reconstruction. Although photolithography technology has been extensively employed to fabricate a variety of anisotropic patterned structures to guide cell growth, it remains a great challenge to design high-resolution micro/nano hierarchical structures directly onto medical titanium (Ti)-based implants. Herein, we present a rapid, reliable and reproducible approach combining photolithography and hydrothermal technology to construct a micro/nano hierarchical structure including anisotropic micro-strips and a porous structure composed of TiO<sub>2</sub> nanotubes features. In vitro biological and physicochemical analyses revealed that the micro/nano hierarchical structures not only efficiently facilitate the localization and adsorption of BSA molecules, but also enhances the control of cell growth behavior. The synergistic effect between the physical limitation for organizing cellular cytoskeleton at micropattern and the control of focal adhesion sits at the nanoscale can effectively guide cells to maintain stable elongation and alignment, even at large micro-stripe width of 100 μm. This study presents a promising strategy to precisely construct micro/nano multi-level patterned structure on Ti substrate using biomaterials with excellent biocompatibility. These functional micro/nano hybrid micropatterns offer a powerful platform for regulating bioreagent localization and cell behaviors in various applications including tissue engineering, regenerative medicine, drug screening, and biosensors.","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"48 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143057115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Proteo-Transcriptomic Analysis Reveals the Mechanisms Underlying Escherichia coli Phenotypic Shifts Under Blue Light","authors":"Shuqi Shi, Wenlu Qi, Jinming Zhang, Caice Liang, Wei Liu, Hui Han, Wei Zhuang, Tianpeng Chen, Wenjun Sun, Yong Chen","doi":"10.1002/bit.28939","DOIUrl":"https://doi.org/10.1002/bit.28939","url":null,"abstract":"Bacteria can adapt their lifestyles, including microbial growth, metabolism, and biofilm formation, in response to light signaling. However, the molecular pathways through which blue light affects the lifestyle of <i>Escherichia coli</i> (<i>E. coli</i>) remain incomplete and poorly understood. To address this gap, transcriptomic and proteomic approaches were employed to analyze the physiological differences of <i>E. coli</i> under dark and blue light conditions. Our results indicate that, compared to dark conditions, blue light attenuates flagellar assembly, reduces cell motility and communication, and decreases biofilm formation in <i>E. coli</i>. In addition, this study elucidates the signaling pathways involved in the blue light-mediated regulation of <i>E. coli</i> behavior, providing a theoretical framework for understanding how <i>E. coli</i> responds to blue light signaling to modulate biofilm formation for the production of food chemicals.","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"120 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Na Guo, Shangjun Wang, Christopher Tyler Whitfield, William D. Batchelor, Yifen Wang, David Blersch, Brendan T. Higgins, Yucheng Feng, Mark R. Liles, Luz E. de-Bashan, Yi Wang, Yuechao Ma
{"title":"High-Efficiency CRISPR-Cas9 Genome Editing Unveils Biofilm Insights and Enhances Antimicrobial Activity in Bacillus velezensis FZB42","authors":"Na Guo, Shangjun Wang, Christopher Tyler Whitfield, William D. Batchelor, Yifen Wang, David Blersch, Brendan T. Higgins, Yucheng Feng, Mark R. Liles, Luz E. de-Bashan, Yi Wang, Yuechao Ma","doi":"10.1002/bit.28933","DOIUrl":"10.1002/bit.28933","url":null,"abstract":"<div>\u0000 \u0000 <p><i>Bacillus velezensis</i> FZB42 is a prominent plant growth-promoting rhizobacterium and biocontrol agent known for producing a wide array of antimicrobial compounds. The capability to genetically manipulate this strain would facilitate understanding its metabolism and enhancing its sustainable agriculture applications. In this study, we report the first successful implementation of high-efficiency CRISPR-Cas9 genome editing in <i>B. velezensis</i> FZB42, enabling targeted genetic modifications to gain insights into its plant growth-promotion and biocontrol properties. Deletion of the <i>slrR</i> gene, a key regulator of biofilm formation, resulted in significant alterations in biofilm structure and development, as demonstrated by scanning electron microscopy and quantitative biofilm assays. These findings provide valuable insights into the mechanisms of biofilm formation, which are critical for root colonization and plant growth promotion. Additionally, we overexpressed the <i>bac</i> gene cluster responsible for bacilysin biosynthesis by replacing its native promoter with the strong constitutive promoter P43 and integrating an additional copy of the <i>bacG</i> gene. This genetic manipulation led to a 2.7-fold increase in <i>bacB</i> gene expression and significantly enhanced antibacterial activity against <i>Escherichia coli</i> and <i>Lactobacillus diolivorans</i>. The successful implementation of the CRISPR-Cas9 system for genome editing in FZB42 provides a valuable tool for genetic engineering, with the potential to improve its biocontrol efficacy and broaden its applications in agriculture and other biotechnology areas. Our principles and procedures are broadly applicable to other agriculturally significant microorganisms.</p></div>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"122 4","pages":"983-994"},"PeriodicalIF":3.5,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143050932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Graphene Oxide-Assisted Tapered Microfiber Super-Sensor for Rapid Detection of Mycobacterium tuberculosis Antigens","authors":"Ren Liu, Tianhuan Song, Xiaolin Chen, Zhiheng Yu, Cunliang Yang, Xianchao Zhang, Fengli Huang, Hao Jia, Jijun Feng, Yujiong Wang","doi":"10.1002/bit.28929","DOIUrl":"10.1002/bit.28929","url":null,"abstract":"<div>\u0000 \u0000 <p>Tuberculosis (TB), caused by <i>Mycobacterium tuberculosis</i> (MTB), is one of the most widespread infectious diseases, with nearly 2 billion people infected globally. We present an innovative approach for the real-time detection of TB antigens Mpt64 and Ag85B using DNA aptamers in combination with a graphene oxide (GO)-assisted optical microfiber super-sensor. The high surface-to-volume ratio and superior properties of the GO layer significantly enhance the microfiber's fixation capabilities. To validate the clinical applicability of this sensing method, we employed the optical sensor to successfully detect Mpt64 and Ag85B in serum samples within 10 s, achieving limits of detection of 4.23 × 10⁻²⁰ M and 3.11 × 10⁻¹⁹ M, respectively. Due to the high conservation of Mpt64 and Ag85B in human and bovine MTB strains, our detection system can be used to identify MTB in both humans and bovine. These results demonstrate the sensor's high sensitivity for quantifying MTB particles, enabling rapid identification of infected individuals or bovine. Overall, the optical microfiber sensor system offers a promising platform for diagnosing MTB due to its straightforward detection scheme and potential for miniaturization.</p></div>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"122 4","pages":"1025-1034"},"PeriodicalIF":3.5,"publicationDate":"2025-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143044204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}