Biotechnology and Bioengineering最新文献

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A high-titer scalable Chinese hamster ovary transient expression platform for production of biotherapeutics 用于生产生物治疗药物的高滴度可扩展中国仓鼠卵巢瞬时表达平台。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-08-05 DOI: 10.1002/bit.28817
Juan C. Gonzalez-Rivera, Alberto Galvan, Todd Ryder, Monica Milman, Kitty Agarwal, Lakshmi Kandari, Anurag Khetan
{"title":"A high-titer scalable Chinese hamster ovary transient expression platform for production of biotherapeutics","authors":"Juan C. Gonzalez-Rivera,&nbsp;Alberto Galvan,&nbsp;Todd Ryder,&nbsp;Monica Milman,&nbsp;Kitty Agarwal,&nbsp;Lakshmi Kandari,&nbsp;Anurag Khetan","doi":"10.1002/bit.28817","DOIUrl":"10.1002/bit.28817","url":null,"abstract":"<p>Transient gene expression (TGE) in Chinese hamster ovary (CHO) cells offers a route to accelerate biologics development by delivering material weeks to months earlier than what is possible with conventional cell line development. However, low productivity, inconsistent product quality profiles, and scalability challenges have prevented its broader adoption. In this study, we develop a scalable CHO-based TGE system achieving 1.9 g/L of monoclonal antibody in an unmodified host. We integrated continuous flow-electroporation and alternate tangential flow (ATF) perfusion to enable an end-to-end closed system from N-1 perfusion to fed-batch 50-L bioreactor production. Optimization of both the ATF operation for three-in-one application—cell growth, buffer exchange, and cell mass concentration—and the flow-electroporation process, led to a platform for producing biotherapeutics using transiently transfected cells. We demonstrate scalability up to 50-L bioreactor, maintaining a titer over 1 g/L. We also show comparable quality between both transiently and stably produced material, and consistency across batches. The results confirm that purity, charge variants and N-glycan profiles are similar. Our study demonstrates the potential of CHO-based TGE platforms to accelerate biologics process development timelines and contributes evidence supporting its feasibility for manufacturing early clinical material, aiming to strengthen endorsement for TGE's wider implementation.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3454-3470"},"PeriodicalIF":3.5,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141888481","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}
引用次数: 0
Chemically defined production of engineered cardiac tissue microspheres from hydrogel-encapsulated pluripotent stem cells 利用水凝胶包裹的多能干细胞,以化学方法生产工程化心脏组织微球。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-08-05 DOI: 10.1002/bit.28818
Ferdous B. Finklea, Mohammadjafar Hashemi, Yuan Tian, Hanna Hammons, Caroline Halloin, Wiebke Triebert, Robert Zweigerdt, Elizabeth A. Lipke
{"title":"Chemically defined production of engineered cardiac tissue microspheres from hydrogel-encapsulated pluripotent stem cells","authors":"Ferdous B. Finklea,&nbsp;Mohammadjafar Hashemi,&nbsp;Yuan Tian,&nbsp;Hanna Hammons,&nbsp;Caroline Halloin,&nbsp;Wiebke Triebert,&nbsp;Robert Zweigerdt,&nbsp;Elizabeth A. Lipke","doi":"10.1002/bit.28818","DOIUrl":"10.1002/bit.28818","url":null,"abstract":"<p>Chemically defined, suspension culture conditions are a key requirement in realizing clinical translation of engineered cardiac tissues (ECTs). Building on our previous work producing functional ECT microspheres through differentiation of biomaterial encapsulated human induced pluripotent stem cells (hiPSCs), here we establish the ability to use chemically defined culture conditions, including stem cell media (E8) and cardiac differentiation media (chemically defined differentiation media with three components, CDM3). A custom microfluidic cell encapsulation system was used to encapsulate hiPSCs at a range of initial cell concentrations and diameters in the hybrid biomaterial, poly(ethylene glycol)-fibrinogen (PF), for the formation of highly spherical and uniform ECT microspheres for subsequent cardiac differentiation. Initial microsphere diameter could be tightly controlled, and microspheres could be produced with an initial diameter between 400 and 800 µm. Three days after encapsulation, cardiac differentiation was initiated through small molecule modulation of Wnt signaling in CDM3. Cardiac differentiation occurred resulting in in situ ECT formation; results showed that this differentiation protocol could be used to achieve cardiomyocyte (CM) contents greater than 90%, although there was relatively high variability in CM content and yield between differentiation batches. Spontaneous contraction of ECT microspheres initiated between Days 7 and 10 of differentiation and ECT microspheres responded to electrical pacing up to 1.5 Hz. Resulting CMs had well-defined sarcomeres and the gap junction protein, connexin 43, and had appropriate temporal changes in gene expression. In summary, this study demonstrated the proof-of-concept to produce functional ECT microspheres with chemically defined media in suspension culture in combination with biomaterial support of microsphere encapsulated hiPSCs.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3614-3628"},"PeriodicalIF":3.5,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141892897","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}
引用次数: 0
Peptide ligands for the universal purification of exosomes by affinity chromatography 通过亲和层析法普遍纯化外泌体的肽配体。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-08-04 DOI: 10.1002/bit.28821
Ryan E. Kilgore, Brandyn D. Moore, Sobhana A. Sripada, Wenning Chu, Shriarjun Shastry, Eduardo Barbieri, Shiqi Hu, Weihua Tian, Heidi Petersen, Mohammad Mohammadifar, Aryssa Simpson, Ashley Brown, Joseph Lavoie, Driss Elhanafi, Steffen Goletz, Ke Cheng, Michael A. Daniele, Stefano Menegatti
{"title":"Peptide ligands for the universal purification of exosomes by affinity chromatography","authors":"Ryan E. Kilgore,&nbsp;Brandyn D. Moore,&nbsp;Sobhana A. Sripada,&nbsp;Wenning Chu,&nbsp;Shriarjun Shastry,&nbsp;Eduardo Barbieri,&nbsp;Shiqi Hu,&nbsp;Weihua Tian,&nbsp;Heidi Petersen,&nbsp;Mohammad Mohammadifar,&nbsp;Aryssa Simpson,&nbsp;Ashley Brown,&nbsp;Joseph Lavoie,&nbsp;Driss Elhanafi,&nbsp;Steffen Goletz,&nbsp;Ke Cheng,&nbsp;Michael A. Daniele,&nbsp;Stefano Menegatti","doi":"10.1002/bit.28821","DOIUrl":"10.1002/bit.28821","url":null,"abstract":"<p>Exosomes are gaining prominence as vectors for drug delivery, vaccination, and regenerative medicine. Owing to their surface biochemistry, which reflects the parent cell membrane, these nanoscale biologics feature low immunogenicity, tunable tissue tropism, and the ability to carry a variety of payloads across biological barriers. The heterogeneity of exosomes' size and composition, however, makes their purification challenging. Traditional techniques, like ultracentrifugation and filtration, afford low product yield and purity, and jeopardizes particle integrity. Affinity chromatography represents an excellent avenue for exosome purification. Yet, current affinity media rely on antibody ligands whose selectivity grants high product purity, but mandates the customization of adsorbents for exosomes with different surface biochemistry while their binding strength imposes elution conditions that may harm product's activity. Addressing these issues, this study introduces the first peptide affinity ligands for the universal purification of exosomes from recombinant feedstocks. The peptides were designed to (1) possess promiscuous biorecognition of exosome markers, without binding process-related contaminants and (2) elute the product under conditions that safeguard product stability. Selected ligands SNGFKKHI and TAHFKKKH demonstrated the ability to capture of exosomes secreted by 14 cell sources and purified exosomes derived from HEK293, PC3, MM1, U87, and COLO1 cells with yields of up to 80% and up-to 50-fold reduction of host cell proteins (HCPs) upon eluting with pH gradient from 7.4 to 10.5, recommended for exosome stability. SNGFKKHI-Toyopearl resin was finally employed in a two-step purification process to isolate exosomes from HEK293 cell fluids, affording a yield of 68% and reducing the titer of HCPs to 68 ng/mL. The biomolecular and morphological features of the isolated exosomes were confirmed by analytical chromatography, Western blot analysis, transmission electron microscopy, nanoparticle tracking analysis.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3484-3501"},"PeriodicalIF":3.5,"publicationDate":"2024-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/bit.28821","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141888482","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Rational design of disulfide bonds to increase thermostability of Rhodococcus opacus catechol 1,2 dioxygenase 合理设计二硫键以提高 Rhodococcus opacus 儿茶酚 1,2 二氧合酶的耐热性。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-08-01 DOI: 10.1002/bit.28808
Joshua G. R. Lister, Matthew E. Loewen, Michele C. Loewen, Antony D. St-Jacques
{"title":"Rational design of disulfide bonds to increase thermostability of Rhodococcus opacus catechol 1,2 dioxygenase","authors":"Joshua G. R. Lister,&nbsp;Matthew E. Loewen,&nbsp;Michele C. Loewen,&nbsp;Antony D. St-Jacques","doi":"10.1002/bit.28808","DOIUrl":"10.1002/bit.28808","url":null,"abstract":"<p>Catechol 1,2 dioxygenase is a versatile enzyme with several potential applications. However, due to its low thermostability, its industrial potential is not being met. In this study, the thermostability of a mesophilic catechol 1,2 dioxygenase from the species <i>Rhodococcus opacus</i> was enhanced via the introduction of disulphide bonds into its structure. Engineered designs (56) were obtained using computational prediction applications, with a set of hypothesized selection criteria narrowing the list to 9. Following recombinant production and purification, several of the designs demonstrated substantially improved protein thermostability. Notably, variant K96C-D278C yielded improvements including a 4.6°C increase in T<sub>50</sub>, a 725% increase in half-life, a 5.5°C increase in T<sub>m</sub>, and a &gt;10-fold increase in total turnover number compared to wild type. Stacking of best designs was not productive. Overall, current state-of-the-art prediction algorithms were effective for design of disulfide-thermostabilized catechol 1,2 dioxygenase.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3389-3401"},"PeriodicalIF":3.5,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/bit.28808","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141874161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Polymer scaffolds delineate healthy from diseased states at sites distal from the pancreas in two models of type 1 diabetes 在两种 1 型糖尿病模型中,聚合物支架可在胰腺远端区分健康和患病状态。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-07-31 DOI: 10.1002/bit.28824
Jessica L. King, Russell R. Urie, Aaron H. Morris, Laila Rad, Elizabeth Bealer, Tadas Kasputis, Lonnie D. Shea
{"title":"Polymer scaffolds delineate healthy from diseased states at sites distal from the pancreas in two models of type 1 diabetes","authors":"Jessica L. King,&nbsp;Russell R. Urie,&nbsp;Aaron H. Morris,&nbsp;Laila Rad,&nbsp;Elizabeth Bealer,&nbsp;Tadas Kasputis,&nbsp;Lonnie D. Shea","doi":"10.1002/bit.28824","DOIUrl":"10.1002/bit.28824","url":null,"abstract":"<p>Type 1 diabetes (T1D) prevention is currently limited by the lack of diagnostic tools able to identify disease before autoimmune destruction of the pancreatic β cells. Autoantibody tests are used to predict risk and, in combination with glucose dysregulation indicative of β cell loss, to determine administration of immunotherapies. Our objective was to remotely identify immune changes associated with the disease, and we have employed a subcutaneously implanted microporous poly(e-caprolactone) (PCL) scaffold to function as an immunological niche (IN) in two models of T1D. Biopsy and analysis of the IN enables disease monitoring using transcriptomic changes at a distal site from autoimmune destruction of the pancreas, thereby gaining cellular level information about disease without the need for a biopsy of the native organ. Using this approach, we identified gene signatures that stratify healthy and diseased mice in both an adoptive transfer model and a spontaneous onset model of T1D. The gene signatures identified herein demonstrate the ability of the IN to identify immune activation associated with diabetes across models.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3600-3613"},"PeriodicalIF":3.5,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/bit.28824","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141854824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Experimental evolution reveals an effective avenue for d-lactic acid production from glucose-xylose mixtures via enhanced Glk activity and a cAMP-independent CRP mutation 实验进化揭示了通过增强 Glk 活性和不依赖于 cAMP 的 CRP 突变从葡萄糖-木糖混合物中生产 d-乳酸的有效途径。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-07-31 DOI: 10.1002/bit.28819
Jiale Qiao, Yu Fang, Zhishuai Li, Jinhui Li, Jun Cai, Weidong Liu, Honglei Wang, Xinna Zhu, Xueli Zhang
{"title":"Experimental evolution reveals an effective avenue for d-lactic acid production from glucose-xylose mixtures via enhanced Glk activity and a cAMP-independent CRP mutation","authors":"Jiale Qiao,&nbsp;Yu Fang,&nbsp;Zhishuai Li,&nbsp;Jinhui Li,&nbsp;Jun Cai,&nbsp;Weidong Liu,&nbsp;Honglei Wang,&nbsp;Xinna Zhu,&nbsp;Xueli Zhang","doi":"10.1002/bit.28819","DOIUrl":"10.1002/bit.28819","url":null,"abstract":"<p><span>d</span>-Lactic acid holds significant industrial importance due to its versatility and serves as a crucial component in the synthesis of environmentally friendly and biodegradable thermal-resistant poly-lactic acid. This polymer exhibits promising potential as a substitute for nonbiodegradable, petroleum-based plastics. The production of <span>d</span>-lactic acid from lignocellulosic biomass, a type of biorenewable and nonfood resources, can lower costs and improve product competitiveness. Glucose and xylose are the most abundant sugar monomers in lignocellulosic biomass materials. Despite <i>Escherichia coli</i> possessing native xylose catabolic pathways and transport, their ability to effectively utilize xylose is often hindered in the presence of glucose. Here, the <i>E. coli</i> strain Rec1.0, previously engineered to overcome carbon catabolite repression, was selected as the initial strain for reengineering to produce <span>d</span>-lactic acid. An adaptive evolution approach was employed to achieve highly efficient fermentation of glucose-xylose mixtures. The resulting strain, QJL010, could produce <span>d</span>-lactic acid of 87.5 g/L with a carbon yield of 0.99 mol/mol. Notably, the consumption rates of glucose and xylose reached 0.75 and 0.82 g/gDCW/h, respectively. Further analysis revealed that increased Glk activity, resulting from <i>glk</i> mutations (A142V and R188H), along with their upregulated expression, contributed to an elevated glucose consumption rate. Additionally, a CRP G141D mutation, cAMP-independent, stimulated the expression of the <i>xylR</i>, <i>xylE</i>, and <i>galABC</i>* genes, resulting in an accelerated xylose consumption rate. These findings provide valuable support for the utilization of <i>E. coli</i> platform strains in the production of value-added chemicals from lignocellulosic biomass.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3514-3526"},"PeriodicalIF":3.5,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141854821","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}
引用次数: 0
Microbial synthesis of gallic acid and its glucoside β-glucogallin 没食子酸及其葡萄糖苷 β-葡萄糖苷的微生物合成。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-07-30 DOI: 10.1002/bit.28820
Jiao Guo, Xiang Ren, Liangyu Lu, Ning An, Shuwei Li, Mingjie Geng, Geng Li, Xiaolin Shen, Xinxiao Sun, Jia Wang, Qipeng Yuan
{"title":"Microbial synthesis of gallic acid and its glucoside β-glucogallin","authors":"Jiao Guo,&nbsp;Xiang Ren,&nbsp;Liangyu Lu,&nbsp;Ning An,&nbsp;Shuwei Li,&nbsp;Mingjie Geng,&nbsp;Geng Li,&nbsp;Xiaolin Shen,&nbsp;Xinxiao Sun,&nbsp;Jia Wang,&nbsp;Qipeng Yuan","doi":"10.1002/bit.28820","DOIUrl":"10.1002/bit.28820","url":null,"abstract":"<p>Gallic acid (GA) and β-glucogallin (BGG) are natural products with diverse uses in pharmaceutical, food, chemical and cosmetic industries. They are valued for their wide-ranging properties such as antioxidant, antibacterial, antidiabetic, and anticancer properties. Despite their significant importance, microbial production of GA and BGG faces challenges such as limited titers and yields, along with the incomplete understanding of BGG biosynthesis pathways in microorganisms. To address these challenges, we developed a recombinant <i>Escherichia coli</i> strain capable of efficiently producing GA. Our approach involved screening efficient pathway enzymes, integrating biosynthetic pathway genes into the genome while balancing carbon flux via adjusting expression levels, and strengthening the shikimate pathway to remove bottlenecks. The resultant strain achieved impressive results, producing 51.57 g/L of GA with a carbon yield of 0.45 g/g glucose and a productivity of 1.07 g/L/h. Furthermore, we extended this microbial platform to biosynthesize BGG by screening GA 1-<i>O</i>-glucosyltransferase, leading to the de novo production of 92.42 mg/L of BGG. This work establishes an efficient chassis for producing GA at an industrial level and provides a microbial platform for generating GA derivatives.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3527-3536"},"PeriodicalIF":3.5,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141854822","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}
引用次数: 0
Optimizing virus filtration for continuous processing using serial filtration at high area ratio 利用高面积比串联过滤优化病毒过滤,实现连续处理。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-07-30 DOI: 10.1002/bit.28823
Sal Giglia, Ben Cacace, Jacob McCoskey, Matthew Tierson, Christina Carbrello, Corinne Miller, Joseph Hersey
{"title":"Optimizing virus filtration for continuous processing using serial filtration at high area ratio","authors":"Sal Giglia,&nbsp;Ben Cacace,&nbsp;Jacob McCoskey,&nbsp;Matthew Tierson,&nbsp;Christina Carbrello,&nbsp;Corinne Miller,&nbsp;Joseph Hersey","doi":"10.1002/bit.28823","DOIUrl":"10.1002/bit.28823","url":null,"abstract":"<p>Compared to batch operation, continuous bioprocessing can offer numerous advantages, including increased productivity, improved process control, reduced footprint, and increased flexibility. However, integration of traditional batch operations into a connected process can be challenging. In contrast to batch operations run at constant pressure or high flux, virus filtration in continuous processes may be operated at very low flux. This change in operating conditions may reduce the viral retention performance of the filter which has inhibited adoption of truly continuous virus filtration. To overcome this limitation, a novel approach is described that utilizes serial virus filtration, with a high area ratio between first to second stage filters, to achieve virus retention targets. In this study, virus filters were operated continuously (except for planned process interruptions) for 200 h in a serial configuration at a first to second stage filter area ratio of 13:1 and at a first stage flux of 5 L/m<sup>2</sup>/h. While the minute virus of mice (MVM) retention performance of the first stage filter was about 4 log reduction value (LRV), there was no virus detected in the second stage filtrate, translating to an MVM LRV across the filtration train of ≥6.7. The second stage filter was the dominant flow resistance at the start of the run but, as it was protected from foulants by the first stage filter, it suffered minimal fouling and the life of the filter train was controlled by the first stage. A theoretical case study projected that continuous virus filtration using serial configuration at high area ratio would have about 30% longer filter changeout time, 14% higher productivity, and virus retention nearly six LRV greater than single stage operation. The findings of this research are expected to provide valuable insights into optimizing virus filtration in continuous bioprocessing.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3502-3513"},"PeriodicalIF":3.5,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141854823","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}
引用次数: 0
Advancements in nanobody generation: Integrating conventional, in silico, and machine learning approaches 纳米抗体生成的进展:整合传统、硅学和机器学习方法。
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-07-25 DOI: 10.1002/bit.28816
D Jagadeeswara Reddy, Girijasankar Guntuku, Mary Sulakshana Palla
{"title":"Advancements in nanobody generation: Integrating conventional, in silico, and machine learning approaches","authors":"D Jagadeeswara Reddy,&nbsp;Girijasankar Guntuku,&nbsp;Mary Sulakshana Palla","doi":"10.1002/bit.28816","DOIUrl":"10.1002/bit.28816","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 <p>Nanobodies, derived from camelids and sharks, offer compact, single-variable heavy-chain antibodies with diverse biomedical potential. This review explores their generation methods, including display techniques on phages, yeast, or bacteria, and computational methodologies. Integrating experimental and computational approaches enhances understanding of nanobody structure and function. Future trends involve leveraging next-generation sequencing, machine learning, and artificial intelligence for efficient candidate selection and predictive modeling. The convergence of traditional and computational methods promises revolutionary advancements in precision biomedical applications such as targeted drug delivery and diagnostics. Embracing these technologies accelerates nanobody development, driving transformative breakthroughs in biomedicine and paving the way for precision medicine and biomedical innovation.</p>\u0000 </section>\u0000 </div>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 11","pages":"3375-3388"},"PeriodicalIF":3.5,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/bit.28816","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141757176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Three additional articles for this Special Issue were previously published in other issues of Biotechnology and Bioengineering. They are: 本特刊的另外三篇文章曾发表在《生物技术与生物工程》的其他期刊上。它们是
IF 3.5 2区 生物学
Biotechnology and Bioengineering Pub Date : 2024-07-24 DOI: 10.1002/bit.28822
{"title":"Three additional articles for this Special Issue were previously published in other issues of Biotechnology and Bioengineering. They are:","authors":"","doi":"10.1002/bit.28822","DOIUrl":"10.1002/bit.28822","url":null,"abstract":"<p>A fluidized-bed-riser adsorption system for continuous bioproduct recovery from crude feedstock. Herlevi, Lisa-Marie; Fernandez-Lahore, Marcelo; Ferreira, Guilherme. 2023; 120:10. https://doi.org/10.1002/bit.28458</p><p>Performance of a New Family of Modular, Bed-Supported, Chromatography Devices. Platteau, Gerald; Stroehlein, Guido; Alstine, James Van; Nagaya, Masayoshi. 2023; 120:10. https://doi.org/10.1002/bit.28463</p><p>NIR Spectroscopy - CNN-enabled Chemometrics for Multi-analyte Monitoring in Microbial Fermentation. Banerjee, Shantanu; Mandal, Shyamapada; Jesubalan, Naveen G.; Jain, Rijul; Rathore, Anurag. 2024; 121:6. https://doi.org/10.1002/bit.28681</p><p>All articles for this special issue can be viewed online at https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/toc/10.1002/(ISSN)1097-0290.Recovery-of-Biological-Products-Past-Present-Future</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"121 8","pages":""},"PeriodicalIF":3.5,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141751083","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}
引用次数: 0
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