Javier Villarraza, Sebastián Antuña, María Belén Tardivo, María Celeste Rodríguez, Pablo Uriel Díaz, Ulises Sebastián Notaro, Hugo Héctor Ortega, Claudio Prieto, Natalia Ceaglio
Follicle-stimulating hormone (FSH) is an important protein used for bovine ovarian hyperstimulation in multiple ovulation and embryo transfer technology (MOET). Several attempts to produce bovine FSH (bFSH) in recombinant systems have been reported, nonetheless, up to date, the most commonly used products are partially purified preparations derived from porcine or ovine (pFSH or oFSH) pituitaries. Here we describe the development of a biotechnology process to produce a novel, hyperglycosylated, long-acting recombinant bFSH (LA-rbFSH) by fusing copies of a highly O-glycosylated peptide. LA-rbFSH and a nonmodified version (rbFSH) were produced in suspension CHO cell cultures and purified by IMAC with high purity levels (>99%). LA-rbFSH presented a higher glycosylation degree and sialic acid content than rbFSH. It also demonstrated a notable improvement in pharmacokinetic properties after administration to rats, including a higher concentration in plasma and a significant (seven-fold) reduction in apparent clearance (CLapp). In addition, the in vivo specific bioactivity of LA-rbFSH in rats was 2.4-fold higher compared to rbFSH. These results postulate this new molecule as an attractive substitute for commercially available porcine pituitary-derived products.
{"title":"Development of a biotechnology process for the production of a novel hyperglycosylated long-acting recombinant bovine follicle-stimulating hormone","authors":"Javier Villarraza, Sebastián Antuña, María Belén Tardivo, María Celeste Rodríguez, Pablo Uriel Díaz, Ulises Sebastián Notaro, Hugo Héctor Ortega, Claudio Prieto, Natalia Ceaglio","doi":"10.1002/biot.202400260","DOIUrl":"10.1002/biot.202400260","url":null,"abstract":"<p>Follicle-stimulating hormone (FSH) is an important protein used for bovine ovarian hyperstimulation in multiple ovulation and embryo transfer technology (MOET). Several attempts to produce bovine FSH (bFSH) in recombinant systems have been reported, nonetheless, up to date, the most commonly used products are partially purified preparations derived from porcine or ovine (pFSH or oFSH) pituitaries. Here we describe the development of a biotechnology process to produce a novel, hyperglycosylated, long-acting recombinant bFSH (LA-rbFSH) by fusing copies of a highly O-glycosylated peptide. LA-rbFSH and a nonmodified version (rbFSH) were produced in suspension CHO cell cultures and purified by IMAC with high purity levels (>99%). LA-rbFSH presented a higher glycosylation degree and sialic acid content than rbFSH. It also demonstrated a notable improvement in pharmacokinetic properties after administration to rats, including a higher concentration in plasma and a significant (seven-fold) reduction in apparent clearance (<i>CL</i><sub>app</sub>). In addition, the in vivo specific bioactivity of LA-rbFSH in rats was 2.4-fold higher compared to rbFSH. These results postulate this new molecule as an attractive substitute for commercially available porcine pituitary-derived products.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141425822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Synthetic biology is contributing to the advancement of the global net-negative carbon economy, with emphasis on formate as a member of the one-carbon substrate garnering substantial attention. In this study, we employed base editing tools to facilitate adaptive evolution, achieving a formate tolerance of Yarrowia lipolytica to 1 M within 2 months. This effort resulted in two mutant strains, designated as M25-70 and M25-14, both exhibiting significantly enhanced formate utilization capabilities. Transcriptomic analysis revealed the upregulation of nine endogenous genes encoding formate dehydrogenases when cultivated utilizing formate as the sole carbon source. Furthermore, we uncovered the pivotal role of the glyoxylate and threonine-based serine pathway in enhancing glycine supply to promote formate assimilation. The full potential of Y. lipolytica to tolerate and utilize formate establishing the foundation for pyruvate carboxylase-based carbon sequestration pathways. Importantly, this study highlights the existence of a natural formate metabolic pathway in Y. lipolytica.
合成生物学有助于推动全球净负碳经济的发展,而甲酸盐作为单碳底物的一种,受到了广泛关注。在这项研究中,我们利用碱基编辑工具促进适应性进化,在两个月内实现了脂肪溶解亚罗菌对 1 M 甲酸盐的耐受性。这一努力产生了两个突变菌株,分别命名为 M25-70 和 M25-14,它们都表现出显著增强的甲酸利用能力。转录组分析表明,在利用甲酸作为唯一碳源进行培养时,九个编码甲酸脱氢酶的内源基因上调。此外,我们还发现了乙醛酸和苏氨酸丝氨酸途径在增加甘氨酸供应以促进甲酸同化方面的关键作用。脂溶性酵母菌耐受和利用甲酸盐的全部潜力为基于丙酮酸羧化酶的固碳途径奠定了基础。重要的是,这项研究强调了脂溶性酵母菌中存在天然的甲酸代谢途径。
{"title":"Unlocking the formate utilization of wild-type Yarrowia lipolytica through adaptive laboratory evolution","authors":"Qian Chen, Yunhong Chen, Zeming Hou, Yuyue Ma, Jianfeng Huang, Zhidan Zhang, Yefu Chen, Xue Yang, Yanfei Zhang, Guoping Zhao","doi":"10.1002/biot.202400290","DOIUrl":"10.1002/biot.202400290","url":null,"abstract":"<p>Synthetic biology is contributing to the advancement of the global net-negative carbon economy, with emphasis on formate as a member of the one-carbon substrate garnering substantial attention. In this study, we employed base editing tools to facilitate adaptive evolution, achieving a formate tolerance of <i>Yarrowia lipolytica</i> to 1 M within 2 months. This effort resulted in two mutant strains, designated as M25-70 and M25-14, both exhibiting significantly enhanced formate utilization capabilities. Transcriptomic analysis revealed the upregulation of nine endogenous genes encoding formate dehydrogenases when cultivated utilizing formate as the sole carbon source. Furthermore, we uncovered the pivotal role of the glyoxylate and threonine-based serine pathway in enhancing glycine supply to promote formate assimilation. The full potential of <i>Y. lipolytica</i> to tolerate and utilize formate establishing the foundation for pyruvate carboxylase-based carbon sequestration pathways. Importantly, this study highlights the existence of a natural formate metabolic pathway in <i>Y. lipolytica</i>.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141425825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hira Kamal, Muhammad Mubashar Zafar, Abdul Razzaq, Aqsa Parvaiz, Sezai Ercisli, Fei Qiao, Xuefei Jiang
During plant–pathogen interaction, plant exhibits a strong defense system utilizing diverse groups of proteins to suppress the infection and subsequent establishment of the pathogen. However, in response, pathogens trigger an anti-silencing mechanism to overcome the host defense machinery. Among plant viruses, geminiviruses are the second largest virus family with a worldwide distribution and continue to be production constraints to food, feed, and fiber crops. These viruses are spread by a diverse group of insects, predominantly by whiteflies, and are characterized by a single-stranded DNA (ssDNA) genome coding for four to eight proteins that facilitate viral infection. The most effective means to managing these viruses is through an integrated disease management strategy that includes virus-resistant cultivars, vector management, and cultural practices. Dynamic changes in this virus family enable the species to manipulate their genome organization to respond to external changes in the environment. Therefore, the evolutionary nature of geminiviruses leads to new and novel approaches for developing virus-resistant cultivars and it is essential to study molecular ecology and evolution of geminiviruses. This review summarizes the multifunctionality of each geminivirus-encoded protein. These protein-based interactions trigger the abrupt changes in the host methyl cycle and signaling pathways that turn over protein normal production and impair the plant antiviral defense system. Studying these geminivirus interactions localized at cytoplasm-nucleus could reveal a more clear picture of host–pathogen relation. Data collected from this antagonistic relationship among geminivirus, vector, and its host, will provide extensive knowledge on their virulence mode and diversity with climate change.
{"title":"Functional role of geminivirus encoded proteins in the host: Past and present","authors":"Hira Kamal, Muhammad Mubashar Zafar, Abdul Razzaq, Aqsa Parvaiz, Sezai Ercisli, Fei Qiao, Xuefei Jiang","doi":"10.1002/biot.202300736","DOIUrl":"10.1002/biot.202300736","url":null,"abstract":"<p>During plant–pathogen interaction, plant exhibits a strong defense system utilizing diverse groups of proteins to suppress the infection and subsequent establishment of the pathogen. However, in response, pathogens trigger an anti-silencing mechanism to overcome the host defense machinery. Among plant viruses, geminiviruses are the second largest virus family with a worldwide distribution and continue to be production constraints to food, feed, and fiber crops. These viruses are spread by a diverse group of insects, predominantly by whiteflies, and are characterized by a single-stranded DNA (ssDNA) genome coding for four to eight proteins that facilitate viral infection. The most effective means to managing these viruses is through an integrated disease management strategy that includes virus-resistant cultivars, vector management, and cultural practices. Dynamic changes in this virus family enable the species to manipulate their genome organization to respond to external changes in the environment. Therefore, the evolutionary nature of geminiviruses leads to new and novel approaches for developing virus-resistant cultivars and it is essential to study molecular ecology and evolution of geminiviruses. This review summarizes the multifunctionality of each geminivirus-encoded protein. These protein-based interactions trigger the abrupt changes in the host methyl cycle and signaling pathways that turn over protein normal production and impair the plant antiviral defense system. Studying these geminivirus interactions localized at cytoplasm-nucleus could reveal a more clear picture of host–pathogen relation. Data collected from this antagonistic relationship among geminivirus, vector, and its host, will provide extensive knowledge on their virulence mode and diversity with climate change.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141425823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yusuf B. Johari, Thilo H. Pohle, Jared Whitehead, Joseph M. Scarrott, Ping Liu, Ayda Mayer, David C. James
Recombinant adeno-associated virus (rAAV) is the leading vector for the delivery of gene therapies. However, low viral genome (VG) titers are common and the proportion of “full” capsids containing the therapeutic gene payload can be highly variable. The coordinated molecular design of plasmids encoding viral components and Helper functions remains a major challenge for rAAV manufacturing. Here we present the design of improved Rep/Cap and Helper plasmids for rAAV2/8 production, (i) a Rep/Cap expression vector harboring independently controllable rep and cap genes and (ii) an improved Helper plasmid harboring E4 gene deletion variants. First, an optimized Rep/Cap vector utilized a truncated p5 promoter, a p5 cis-regulatory element at the 3′ end in combination with a heterologous promoter to drive Cap expression and an additional copy of the rep52/40 gene to overexpress short Rep proteins. We demonstrate that Rep78 is essential for efficient rAAV2/8 production in HEK293 cells, and a higher ratio of short Rep to long Rep proteins enhances genome packaging. Second, we identified regulators and open reading frames within the Helper plasmid that contribute to increased rAAV2/8 production. While L4-33k/22k is integral to optimal production, the use of E4orf6–6/7 subset significantly enhanced VG titer. Together, an optimal combination of engineered Rep/Cap and Helper plasmid variants increased VG titer by 3.1-fold. This study demonstrates that configuring and controlling the expression of the different AAV genetic elements contributes toward high rAAV production and product quality (full/empty capsid ratio).
{"title":"Molecular design of controllable recombinant adeno-associated virus (AAV) expression systems for enhanced vector production","authors":"Yusuf B. Johari, Thilo H. Pohle, Jared Whitehead, Joseph M. Scarrott, Ping Liu, Ayda Mayer, David C. James","doi":"10.1002/biot.202300685","DOIUrl":"10.1002/biot.202300685","url":null,"abstract":"<p>Recombinant adeno-associated virus (rAAV) is the leading vector for the delivery of gene therapies. However, low viral genome (VG) titers are common and the proportion of “full” capsids containing the therapeutic gene payload can be highly variable. The coordinated molecular design of plasmids encoding viral components and Helper functions remains a major challenge for rAAV manufacturing. Here we present the design of improved Rep/Cap and Helper plasmids for rAAV2/8 production, (i) a Rep/Cap expression vector harboring independently controllable <i>rep</i> and <i>cap</i> genes and (ii) an improved Helper plasmid harboring E4 gene deletion variants. First, an optimized Rep/Cap vector utilized a truncated p5 promoter, a p5 <i>cis</i>-regulatory element at the 3′ end in combination with a heterologous promoter to drive Cap expression and an additional copy of the <i>rep52/40</i> gene to overexpress short Rep proteins. We demonstrate that Rep78 is essential for efficient rAAV2/8 production in HEK293 cells, and a higher ratio of short Rep to long Rep proteins enhances genome packaging. Second, we identified regulators and open reading frames within the Helper plasmid that contribute to increased rAAV2/8 production. While L4-33k/22k is integral to optimal production, the use of E4orf6–6/7 subset significantly enhanced VG titer. Together, an optimal combination of engineered Rep/Cap and Helper plasmid variants increased VG titer by 3.1-fold. This study demonstrates that configuring and controlling the expression of the different AAV genetic elements contributes toward high rAAV production and product quality (full/empty capsid ratio).</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/biot.202300685","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141425824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Agnieszka Zuchowska, Sonia Frojdenfal, Maciej Trzaskowski, Elzbieta Jastrzebska
The liver is one of the most important organs in the human body. It performs many important functions, including being responsible for the metabolism of most drugs, which is often associated with its drug-induced damage. Currently, there are no ideal pharmacological models that would allow the evaluation of the effect of newly tested drugs on the liver in preclinical studies. Moreover, the influence of hepatic metabolism on the effectiveness of the tested drugs is rarely evaluated. Therefore, in this work we present an advanced model of the liver, which reflects most of the morphologically and metabolically important features of the liver in vivo, namely: three-dimensionality, cellular composition, presence of extracellular matrix, distribution of individual cell types in the structure of the liver model, high urea and albumin synthesis efficiency, high cytochrome p450 activity. In addition, the work, based on the example of commonly used anticancer drugs, shows how important it is to take into account hepatic metabolism in the effective assessment of their impact on the target organ, in this case cancer. In our research, we have shown that the most similar to liver in vivo are 3D cellular aggregates composed of three important liver cells, namely hepatocytes (HepG2), hepatic stellate cells (HSCs), and hepatic sinusoidal endothelial cells (HSECs). Moreover, we showed that the cells in 3D aggregate structure need time (cell–cell interactions) to improve proper liver characteristic. The triculture model additionally showed the greatest ability to metabolize selected anticancer drugs.
{"title":"Advanced three-dimensional in vitro liver models to study the activity of anticancer drugs","authors":"Agnieszka Zuchowska, Sonia Frojdenfal, Maciej Trzaskowski, Elzbieta Jastrzebska","doi":"10.1002/biot.202400159","DOIUrl":"10.1002/biot.202400159","url":null,"abstract":"<p>The liver is one of the most important organs in the human body. It performs many important functions, including being responsible for the metabolism of most drugs, which is often associated with its drug-induced damage. Currently, there are no ideal pharmacological models that would allow the evaluation of the effect of newly tested drugs on the liver in preclinical studies. Moreover, the influence of hepatic metabolism on the effectiveness of the tested drugs is rarely evaluated. Therefore, in this work we present an advanced model of the liver, which reflects most of the morphologically and metabolically important features of the liver in vivo, namely: three-dimensionality, cellular composition, presence of extracellular matrix, distribution of individual cell types in the structure of the liver model, high urea and albumin synthesis efficiency, high cytochrome p450 activity. In addition, the work, based on the example of commonly used anticancer drugs, shows how important it is to take into account hepatic metabolism in the effective assessment of their impact on the target organ, in this case cancer. In our research, we have shown that the most similar to liver in vivo are 3D cellular aggregates composed of three important liver cells, namely hepatocytes (HepG2), hepatic stellate cells (HSCs), and hepatic sinusoidal endothelial cells (HSECs). Moreover, we showed that the cells in 3D aggregate structure need time (cell–cell interactions) to improve proper liver characteristic. The triculture model additionally showed the greatest ability to metabolize selected anticancer drugs.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":4.7,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141416814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Saccharomyces cerevisiae is important for protein secretion studies, yet the complexities of protein synthesis and secretion under endoplasmic reticulum (ER) stress conditions remain not fully understood. ER stress, triggered by alterations in the ER protein folding environment, poses substantial challenges to cells, especially during heterologous protein production. In this study, we used RNA-seq to analyze the transcriptional responses of yeast strains to ER stress induced by reagents such as tunicamycin (Tm) or dithiothreitol (DTT). Our gene expression analysis revealed several crucial genes, such as HMO1 and BIO5, that are involved in ER-stress tolerance. Through metabolic engineering, the best engineered strain R23 with HMO1 overexpression and BIO5 deletion, showed enhanced ER stress tolerance and improved protein folding efficiency, leading to a 2.14-fold increase in α-amylase production under Tm treatment and a 2.04-fold increase in cell density under DTT treatment. Our findings contribute to the understanding of cellular responses to ER stress and provide a basis for further investigations into the mechanisms of ER stress at the cellular level.
酿酒酵母对蛋白质分泌研究非常重要,但人们对内质网(ER)应激条件下蛋白质合成和分泌的复杂性仍不完全了解。由内质网蛋白质折叠环境改变引发的内质网应激给细胞带来了巨大挑战,尤其是在异源蛋白质生产过程中。在这项研究中,我们利用 RNA-seq 分析了酵母菌株对由曲尼霉素(Tm)或二硫苏糖醇(DTT)等试剂诱导的 ER 应激的转录反应。我们的基因表达分析发现了几个参与ER应激耐受性的关键基因,如HMO1和BIO5。通过代谢工程,HMO1过表达和BIO5缺失的最佳工程菌株R23表现出更强的ER胁迫耐受性和更高的蛋白质折叠效率,在Tm处理下α-淀粉酶产量增加了2.14倍,在DTT处理下细胞密度增加了2.04倍。我们的发现有助于理解细胞对ER应激的反应,并为进一步研究细胞水平的ER应激机制提供了基础。
{"title":"ER stress-induced transcriptional response reveals tolerance genes in yeast","authors":"Jingrong Xie, Chufan Xiao, Yuyang Pan, Songlyu Xue, Mingtao Huang","doi":"10.1002/biot.202400082","DOIUrl":"10.1002/biot.202400082","url":null,"abstract":"<p><i>Saccharomyces cerevisiae</i> is important for protein secretion studies, yet the complexities of protein synthesis and secretion under endoplasmic reticulum (ER) stress conditions remain not fully understood. ER stress, triggered by alterations in the ER protein folding environment, poses substantial challenges to cells, especially during heterologous protein production. In this study, we used RNA-seq to analyze the transcriptional responses of yeast strains to ER stress induced by reagents such as tunicamycin (Tm) or dithiothreitol (DTT). Our gene expression analysis revealed several crucial genes, such as <i>HMO1</i> and <i>BIO5</i>, that are involved in ER-stress tolerance. Through metabolic engineering, the best engineered strain R23 with <i>HMO1</i> overexpression <i>and BIO5</i> deletion, showed enhanced ER stress tolerance and improved protein folding efficiency, leading to a 2.14-fold increase in α-amylase production under Tm treatment and a 2.04-fold increase in cell density under DTT treatment. Our findings contribute to the understanding of cellular responses to ER stress and provide a basis for further investigations into the mechanisms of ER stress at the cellular level.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":4.7,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141416817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Industrial production of bacterial cellulose (BC) remains challenging due to significant production costs, including the choice of appropriate growth media. This research focuses on optimization of cheese whey (CW) based media for enhanced production of BC. Two modifications were made for CW medium for BC production with Komagataeibacter rhaeticus MSCL 1463. BC production in a medium of enzymatically hydrolyzed CW (final concentration of monosaccharides: glucose 0.13 g L−1, galactose 1.24 g L−1) was significantly enhanced, achieving a yield of 4.95 ± 0.25 g L−1, which markedly surpasses the yields obtained with the standard Hestrin-Schramm (HS) medium containing 20 g L−1 glucose and acid-hydrolyzed CW (final concentration of monosaccharides: glucose 1.15 g L−1, galactose 2.01 g L−1), which yielded 3.29 ± 0.12 g L−1 and 1.01 ± 0.14 g L−1, respectively. We explored the synergistic effects of combining CW with various agricultural by-products (corn steep liquor (CSL), apple juice, and sugar beet molasses). Notably, the supplementation with 15% corn steep liquor significantly enhanced BC productivity, achieving 6.97 ± 0.17 g L−1. A comprehensive analysis of the BC's physical and mechanical properties indicated significant alterations in fiber diameter (62–167 nm), crystallinity index (71.1–85.9%), and specific strength (35–82 MPa × cm3 g−1), as well as changes in the density (1.1–1.4 g cm−3). Hydrolyzed CW medium supplemented by CSL could be used for effective production of BC.
由于生产成本高昂,包括选择合适的生长培养基,细菌纤维素(BC)的工业化生产仍具有挑战性。本研究的重点是优化基于奶酪乳清(CW)的培养基,以提高 BC 的产量。为利用 Komagataeibacter rhaeticus MSCL 1463 生产 BC,对 CW 培养基进行了两处改良。在酶水解 CW(单糖最终浓度:葡萄糖 0.13 g L-1,半乳糖 1.24 g L-1)培养基中,BC 的产量显著提高,达到 4.95 ± 0.25 g L-1。25 g L-1,明显超过了含有 20 g L-1 葡萄糖和酸水解 CW(单糖最终浓度:葡萄糖 1.15 g L-1,半乳糖 2.01 g L-1)的标准 Hestrin-Schramm (HS) 培养基的产量,后者的产量分别为 3.29 ± 0.12 g L-1 和 1.01 ± 0.14 g L-1。我们探讨了将化武与各种农副产品(玉米浸出液(CSL)、苹果汁和甜菜糖蜜)结合使用的协同效应。值得注意的是,添加 15% 的玉米浸出液可显著提高 BC 的生产率,达到 6.97 ± 0.17 g L-1。对萃取物物理和机械性能的综合分析表明,纤维直径(62-167 nm)、结晶度指数(71.1-85.9%)和比强度(35-82 MPa × cm3 g-1)发生了显著变化,密度(1.1-1.4 g cm-3)也发生了变化。添加 CSL 的水解 CW 培养基可用于有效生产 BC。
{"title":"Evaluation of hydrolyzed cheese whey medium for enhanced bacterial cellulose production by Komagataeibacter rhaeticus MSCL 1463","authors":"Sergejs Kolesovs, Kristaps Neiberts, Pavels Semjonovs, Sergejs Beluns, Oskars Platnieks, Sergejs Gaidukovs","doi":"10.1002/biot.202300529","DOIUrl":"10.1002/biot.202300529","url":null,"abstract":"<p>Industrial production of bacterial cellulose (BC) remains challenging due to significant production costs, including the choice of appropriate growth media. This research focuses on optimization of cheese whey (CW) based media for enhanced production of BC. Two modifications were made for CW medium for BC production with <i>Komagataeibacter rhaeticus</i> MSCL 1463. BC production in a medium of enzymatically hydrolyzed CW (final concentration of monosaccharides: glucose 0.13 g L<sup>−1</sup>, galactose 1.24 g L<sup>−1</sup>) was significantly enhanced, achieving a yield of 4.95 ± 0.25 g L<sup>−1</sup>, which markedly surpasses the yields obtained with the standard Hestrin-Schramm (HS) medium containing 20 g L<sup>−1</sup> glucose and acid-hydrolyzed CW (final concentration of monosaccharides: glucose 1.15 g L<sup>−1</sup>, galactose 2.01 g L<sup>−1</sup>), which yielded 3.29 ± 0.12 g L<sup>−1</sup> and 1.01 ± 0.14 g L<sup>−1</sup>, respectively. We explored the synergistic effects of combining CW with various agricultural by-products (corn steep liquor (CSL), apple juice, and sugar beet molasses). Notably, the supplementation with 15% corn steep liquor significantly enhanced BC productivity, achieving 6.97 ± 0.17 g L<sup>−1</sup>. A comprehensive analysis of the BC's physical and mechanical properties indicated significant alterations in fiber diameter (62–167 nm), crystallinity index (71.1–85.9%), and specific strength (35–82 MPa × cm<sup>3</sup> g<sup>−1</sup>), as well as changes in the density (1.1–1.4 g cm<sup>−3</sup>). Hydrolyzed CW medium supplemented by CSL could be used for effective production of BC.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":4.7,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141416894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jinsik Yoon, Jiyeong Kim, Sujeong Lim, Heelak Choi, Junghyun Bae, Kibeom Kim, Suk-Heung Song, Yoo-Bok Cho, Wook Park, Yong-Gyun Jung
The ELISA is the most worldwide method for immunoassay. However, the ELISA is losing ground due to low reproducibility of manual experimental processes in both R&D and IVD areas. An automated platform is a good solution, but there are still limitations owning to extremely high cost and requiring large space to set up especially for a small size laboratory. Here, we present a novel all-in-one platform called “VEUS” settable on the laboratory table that offers comprehensive automation of the entire multiplex immunoassay process by exploiting antibody conjugated magnetic particles, quality control and then immunoanalytical reaction, thereby enhancing detection sensitivity and high reproducibility. As a proof of concept, the system exhibits a sensitive LOD of 0.6 and 3.1 pg mL−1 within 1 h run, comparable precision that of molecular diagnostic systems based on PCR method, enabling rapid multiplex diagnosis of Influenza A, Influenza B, and COVID-19 viruses with similar symptoms. Through automation by the all-in-one system, it can be used by novice users, something innovative for immunoassays, relying heavily on user experience. Furthermore, it can contribute to streamline entire immunoassay processes of diverse biomarkers with high reproducibility and convenience in laboratories.
{"title":"All-in-one platform: Versatile, Easy, and User-friendly System (VEUS) based on automated and expert-independent antibody immobilization and immunoassay by utilizing customized movement of magnetic particles","authors":"Jinsik Yoon, Jiyeong Kim, Sujeong Lim, Heelak Choi, Junghyun Bae, Kibeom Kim, Suk-Heung Song, Yoo-Bok Cho, Wook Park, Yong-Gyun Jung","doi":"10.1002/biot.202400074","DOIUrl":"10.1002/biot.202400074","url":null,"abstract":"<p>The ELISA is the most worldwide method for immunoassay. However, the ELISA is losing ground due to low reproducibility of manual experimental processes in both R&D and IVD areas. An automated platform is a good solution, but there are still limitations owning to extremely high cost and requiring large space to set up especially for a small size laboratory. Here, we present a novel all-in-one platform called “VEUS” settable on the laboratory table that offers comprehensive automation of the entire multiplex immunoassay process by exploiting antibody conjugated magnetic particles, quality control and then immunoanalytical reaction, thereby enhancing detection sensitivity and high reproducibility. As a proof of concept, the system exhibits a sensitive LOD of 0.6 and 3.1 pg mL<sup>−1</sup> within 1 h run, comparable precision that of molecular diagnostic systems based on PCR method, enabling rapid multiplex diagnosis of Influenza A, Influenza B, and COVID-19 viruses with similar symptoms. Through automation by the all-in-one system, it can be used by novice users, something innovative for immunoassays, relying heavily on user experience. Furthermore, it can contribute to streamline entire immunoassay processes of diverse biomarkers with high reproducibility and convenience in laboratories.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":4.7,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/biot.202400074","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141416815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhixian Xu, Xiaofeng Zhu, Ali Mohsin, Jianfei Guo, Yingping Zhuang, Ju Chu, Meijin Guo, Guan Wang
Artificial Intelligence (AI) technology is spearheading a new industrial revolution, which provides ample opportunities for the transformational development of traditional fermentation processes. During plasmid fermentation, traditional subjective process control leads to highly unstable plasmid yields. In this study, a multi-parameter correlation analysis was first performed to discover a dynamic metabolic balance among the oxygen uptake rate, temperature, and plasmid yield, whilst revealing the heating rate and timing as the most important optimization factor for balanced cell growth and plasmid production. Then, based on the acquired on-line parameters as well as outputs of kinetic models constructed for describing process dynamics of biomass concentration, plasmid yield, and substrate concentration, a machine learning (ML) model with Random Forest (RF) as the best machine learning algorithm was established to predict the optimal heating strategy. Finally, the highest plasmid yield and specific productivity of 1167.74 mg L−1 and 8.87 mg L−1/OD600 were achieved with the optimal heating strategy predicted by the RF model in the 50 L bioreactor, respectively, which was 71% and 21% higher than those obtained in the control cultures where a traditional one-step temperature upshift strategy was applied. In addition, this study transformed empirical fermentation process optimization into a more efficient and rational self-optimization method. The methodology employed in this study is equally applicable to predict the regulation of process dynamics for other products, thereby facilitating the potential for furthering the intelligent automation of fermentation processes.
{"title":"A machine learning-based approach for improving plasmid DNA production in Escherichia coli fed-batch fermentations","authors":"Zhixian Xu, Xiaofeng Zhu, Ali Mohsin, Jianfei Guo, Yingping Zhuang, Ju Chu, Meijin Guo, Guan Wang","doi":"10.1002/biot.202400140","DOIUrl":"10.1002/biot.202400140","url":null,"abstract":"<p>Artificial Intelligence (AI) technology is spearheading a new industrial revolution, which provides ample opportunities for the transformational development of traditional fermentation processes. During plasmid fermentation, traditional subjective process control leads to highly unstable plasmid yields. In this study, a multi-parameter correlation analysis was first performed to discover a dynamic metabolic balance among the oxygen uptake rate, temperature, and plasmid yield, whilst revealing the heating rate and timing as the most important optimization factor for balanced cell growth and plasmid production. Then, based on the acquired on-line parameters as well as outputs of kinetic models constructed for describing process dynamics of biomass concentration, plasmid yield, and substrate concentration, a machine learning (ML) model with Random Forest (RF) as the best machine learning algorithm was established to predict the optimal heating strategy. Finally, the highest plasmid yield and specific productivity of 1167.74 mg L<sup>−1</sup> and 8.87 mg L<sup>−1</sup>/OD<sub>600</sub> were achieved with the optimal heating strategy predicted by the RF model in the 50 L bioreactor, respectively, which was 71% and 21% higher than those obtained in the control cultures where a traditional one-step temperature upshift strategy was applied. In addition, this study transformed empirical fermentation process optimization into a more efficient and rational self-optimization method. The methodology employed in this study is equally applicable to predict the regulation of process dynamics for other products, thereby facilitating the potential for furthering the intelligent automation of fermentation processes.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":4.7,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141416813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wenjie Fan, Lyubin Hu, Yu Yang, Panpan Liu, Yan Feng, Ruo-Xu Gu, Qian Liu
Daptomycin, a lipopeptide comprising an N-decanoyl fatty acyl chain and a peptide core, is used clinically as an antimicrobial agent. The start condensation domain (dptC1) is an enzyme that catalyzes the lipoinitiation step of the daptomycin synthesis. In this study, we integrated enzymology, protein engineering, and computer simulation to study the substrate selectivity of the start condensation domain (dptC1) and to screen mutants with improved activity for decanoyl loading. Through molecular docking and computer simulation, the fatty acyl substrate channel and the protein–protein interaction interface of dptC1 are analyzed. Key residues at the protein–protein interface between dptC1 and the acyl carrier were mutated, and a single-point mutant showed more than three-folds improved catalytic efficiency of the target n-decanoyl substrate in comparing with the wild type. Moreover, molecular dynamics simulations suggested that mutants with increased catalytic activity may correlated with a more “open” and contracted substrate binding channel. Our work provides a new perspective for the elucidation of lipopeptide natural products biosynthesis, and also provides new resources to enrich its diversity and optimize the production of important components.
{"title":"Engineering of the start condensation domain with improved N-decanoyl catalytic activity for daptomycin biosynthesis","authors":"Wenjie Fan, Lyubin Hu, Yu Yang, Panpan Liu, Yan Feng, Ruo-Xu Gu, Qian Liu","doi":"10.1002/biot.202400202","DOIUrl":"10.1002/biot.202400202","url":null,"abstract":"<p>Daptomycin, a lipopeptide comprising an <i>N</i>-decanoyl fatty acyl chain and a peptide core, is used clinically as an antimicrobial agent. The start condensation domain (dptC1) is an enzyme that catalyzes the lipoinitiation step of the daptomycin synthesis. In this study, we integrated enzymology, protein engineering, and computer simulation to study the substrate selectivity of the start condensation domain (dptC1) and to screen mutants with improved activity for decanoyl loading. Through molecular docking and computer simulation, the fatty acyl substrate channel and the protein–protein interaction interface of dptC1 are analyzed. Key residues at the protein–protein interface between dptC1 and the acyl carrier were mutated, and a single-point mutant showed more than three-folds improved catalytic efficiency of the target <i>n</i>-decanoyl substrate in comparing with the wild type. Moreover, molecular dynamics simulations suggested that mutants with increased catalytic activity may correlated with a more “open” and contracted substrate binding channel. Our work provides a new perspective for the elucidation of lipopeptide natural products biosynthesis, and also provides new resources to enrich its diversity and optimize the production of important components.</p>","PeriodicalId":134,"journal":{"name":"Biotechnology Journal","volume":"19 6","pages":""},"PeriodicalIF":4.7,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141416816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}