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Circular RNAs in microalgae: Uncovering their biological significance 微藻中的环状rna:揭示其生物学意义。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-15 DOI: 10.1016/j.biotechadv.2025.108739
Jaber Dehghani , Bahman Panahi , Jens Mortansson Jelstrup Nolsøe , Patrice Lerouge , Muriel Bardor , Yadollah Omidi
Circular RNAs (circRNAs) have recently garnered significant attention due to their emerging regulatory roles across eukaryotic organisms. These non-coding RNA molecules are generated through a non-canonical back-splicing mechanism that covalently joins the 5′ and 3′ ends, resulting in a closed-loop structure. Although the complete functional landscape of circRNAs remains to be elucidated, advances in RNA sequencing technologies and computational biology have accelerated their identification and functional annotation in both plant and mammalian systems. CircRNAs are increasingly implicated in the regulation of key cellular and metabolic processes, including transcription, translation, protein-protein interactions, cellular proliferation, development, and stress responses, thereby contributing to homeostasis and survival. In this study, we present a comprehensive overview of circRNA biogenesis, structural features, biological roles, and bioinformatic tools used for their prediction in eukaryotes. However, no prior studies have systematically characterized circRNAs in microalgae. To address this gap, we analyzed RNA-seq datasets from three phylogenetically distinct microalgal species (e.g., Chlamydomonas reinhardtii, Dunaliella salina, and Phaeodactylum tricornutum) using the CIRI2 pipeline to identify putative circRNAs. Our analysis revealed candidate circRNAs potentially involved in essential biological pathways, including RNA transcription regulation, mRNA splicing, translational control, chlorophyll function, cytochrome c maintenance, and various post-transcriptional and post-translational modifications. These findings offer novel insights into the regulatory landscape of circRNAs in microalgal species and lay the groundwork for future functional investigations.
环状rna (circRNAs)最近因其在真核生物中的新兴调控作用而引起了极大的关注。这些非编码RNA分子是通过非规范的反向剪接机制产生的,该机制将5‘和3’端共价连接,形成闭环结构。尽管环状RNA的完整功能景观仍有待阐明,但RNA测序技术和计算生物学的进步已经加速了它们在植物和哺乳动物系统中的鉴定和功能注释。CircRNAs越来越多地参与关键细胞和代谢过程的调控,包括转录、翻译、蛋白-蛋白相互作用、细胞增殖、发育和应激反应,从而有助于体内平衡和生存。在这项研究中,我们全面概述了真核生物中circRNA的生物发生、结构特征、生物学作用以及用于预测circRNA的生物信息学工具。然而,之前没有研究系统地表征微藻中的环状rna。为了解决这一空白,我们使用CIRI2管道分析了来自三种不同系统发育的微藻物种(如莱因哈衣藻、盐藻Dunaliella salina和三角褐藻Phaeodactylum tricornutum)的RNA-seq数据集,以鉴定推测的环状rna。我们的分析揭示了候选环状RNA可能参与必要的生物学途径,包括RNA转录调控、mRNA剪接、翻译控制、叶绿素功能、细胞色素c维持以及各种转录后和翻译后修饰。这些发现为微藻物种中环状rna的调控格局提供了新的见解,并为未来的功能研究奠定了基础。
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引用次数: 0
Exploring the enzymatic landscape of 4-α-glucanotransferases in carbohydrate bioprocessing 探索碳水化合物生物加工中4-α-葡萄糖基转移酶的酶景观。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-14 DOI: 10.1016/j.biotechadv.2025.108737
Yu Wang , Yu Tian , Marie Sofie Møller , Zhengyu Jin , Xiaoxiao Li , Birte Svensson
4-α-Glucanotransferases (4αGTs), also known as amylomaltases or disproportionating enzymes, catalyze α-1,4-glucan and maltooligosaccharide transfer in starch and glycogen metabolism of microorganisms, plants and animals. The present review covers their classification, reactions, structure-function relationships, engineering and applications. 4αGTs belong to glycoside hydrolase families GH13, GH57, and GH77, and catalyze four types of reactions: disproportionation, cyclization, coupling, and hydrolysis, of which the first two are particularly important for biotechnological applications. Insights into active site structures and substrate binding have facilitated the rational design of product specificity, modes of action, and increased product yields. Assays of the four reactions encompass monitoring amylose consumption by iodine staining, release of glucose in maltotriose disproportionation, chromatographic analysis of change in chain lengths, and release of reducing sugar by hydrolysis. Major reactions in transglycosylation of starch include formation of amylopectin with extended branch chains and cyclization to large-ring cyclodextrins (LR-CDs), also referred to as cycloamyloses (CAs). Product yields, chain length distribution, and size of LR-CDs depend on the enzyme, substrates and reaction conditions. 4αGT products are useful in the food, biomaterials and pharma sectors. Thus, chain length modification can elicit resistance of starch to digestion via structural reorganization and confer thermo-reversible gel formation, while LR-CDs can increase aqueous solubility of guest-molecules for controlled delivery and adjust rheological behavior of starches. Moreover, 4αGT can generate bioactive glycoconjugates and novel oligosaccharides by transglycosylation. Future development of 4αGT-catalyzed reactions includes optimization by rational enzyme engineering and high-throughput screening technologies. This review portrays the immense potential of 4αGTs in sustainable biomanufacturing.
4-α-葡聚糖转移酶(4α gts),又称淀粉酶或歧化酶,在微生物、植物和动物的淀粉和糖原代谢中催化α-1,4-葡聚糖和麦芽糖低聚糖的转移。综述了它们的分类、反应、构效关系、工程及应用。4α gt属于糖苷水解酶家族GH13、GH57和GH77,可催化歧化、环化、偶联和水解四种反应,其中前两种反应在生物技术应用中尤为重要。对活性位点结构和底物结合的深入了解有助于合理设计产品特异性、作用模式和提高产品产量。这四种反应的测定包括用碘染色法监测直链淀粉的消耗、麦芽糖歧化过程中葡萄糖的释放、链长变化的色谱分析以及水解释放还原糖。淀粉转糖基化的主要反应包括支链延长的支链淀粉的形成和环化成大环环糊精(LR-CDs),也被称为环直链淀粉(CAs)。产物产率、链长分布和LR-CDs的大小取决于酶、底物和反应条件。4αGT产品在食品、生物材料和制药领域都很有用。因此,链长修饰可以通过结构重组引起淀粉对消化的抗性,并赋予热可逆凝胶形成,而LR-CDs可以增加客体分子的水溶性,以控制递送并调节淀粉的流变行为。此外,4αGT可以通过转糖基化生成具有生物活性的糖缀合物和新型低聚糖。4α gt催化反应的未来发展包括合理的酶工程优化和高通量筛选技术。这篇综述描绘了4α gt在可持续生物制造中的巨大潜力。
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引用次数: 0
Decoding bioprocesses with transcriptomics: current status and future potential 用转录组学解码生物过程:现状和未来潜力。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-13 DOI: 10.1016/j.biotechadv.2025.108736
Nadja Alina Henke , Boas Pucker , Alexander Grünberger
Transcriptomic analyses represent widely used state-of-the art methodologies in molecular biosciences going back to the early 1960s. Over the last years, transcriptomics has become increasingly important in the field of bioprocess engineering. Systematic transcriptomics platform technologies (especially RNA-seq) play an accelerating role to investigate the gene expression profiles of cells in diverse bioprocesses, covering prokaryotic and eukaryotic cell systems. This review summarizes how different transcriptomics methodologies from RT-qPCR to microarrays and RNA-seq have been applied in bioprocess engineering to date. The major scopes of the reviewed works can be categorized as the following: strain/cell line characterization, investigation of culture/media conditions, process operations as well as scale-up/down studies. Subsequently, a perspective is given how emerging sequencing-based transcriptomics could envision the understanding of population diversities in space and time aided by single cell analysis (scRNA-seq) as well as transcriptional histories (Record-Seq).
转录组学分析代表了分子生物科学中广泛使用的最新方法,可以追溯到20世纪60年代初。在过去的几年里,转录组学在生物过程工程领域变得越来越重要。系统转录组学平台技术(特别是RNA-seq)在研究多种生物过程中细胞的基因表达谱方面发挥着加速作用,涵盖了原核和真核细胞系统。本文综述了迄今为止从RT-qPCR到微阵列和RNA-seq等不同的转录组学方法在生物工艺工程中的应用。所审查的工作的主要范围可分为以下几类:菌株/细胞系特性、培养/培养基条件调查、工艺操作以及放大/缩小研究。随后,给出了新兴的基于测序的转录组学如何在单细胞分析(scRNA-seq)和转录历史(Record-Seq)的帮助下,设想对空间和时间上种群多样性的理解。
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引用次数: 0
Decoding microbial interactions: Interaction networks and regulatory strategies for medium-chain fatty acid biosynthesis through anaerobic chain elongation 解码微生物相互作用:通过厌氧链延伸的中链脂肪酸生物合成的相互作用网络和调节策略。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-12 DOI: 10.1016/j.biotechadv.2025.108735
Yi Liang, Jiadong Yu , Zonglu Yao, Yuxuan Sun, Jing Feng, Ruixia Shen, Juan Luo, Lixin Zhao
The anaerobic biosynthesis of medium-chain fatty acids (MCFAs) as valorized bio-based chemicals relies on intricate and dynamic interaction networks within microbial communities. This review systematically summarizes the key mechanisms and regulatory strategies driving MCFA biosynthesis in terms of microbial interactions, with a focus on electron donor-acceptor generation and chain elongation (CE) processes. The functional stability and resilience of anaerobic fermentation systems are collectively sustained by microbial diversity via modular functional partitioning, metabolic complementarity, resilience against perturbations, and environmental adaptation. Notably, substrate competition and syntrophic symbiosis between functional taxa directly govern the directionality and efficiency of the metabolic flux. Carbon source preferences and environmental factors synergistically steer pathway selection, while exogenous interventions such as enhanced electron transfer or niche occupation optimize microbial cooperation. In addition, quorum sensing and electrochemical synergy further balance inter-species competition to achieve a dynamic equilibrium between metabolic branch inhibition and enrichment of CE consortia. These multidimensional interaction mechanisms provide high-purity electron donors and stable metabolic foundations for MCFA synthesis to guide directional microbial engineering strategies to enhance product yields. This study systematically summarized how microbial interaction networks drive efficient MCFA biosynthesis via a multi-scale coordination between various mechanisms, including metabolic flux partitioning control, environmental response feedback, and functional modularization design, providing a theoretical foundation for resolving critical challenges during anaerobic MCFA fermentation.
中链脂肪酸(MCFAs)作为生物基化学物的厌氧生物合成依赖于微生物群落内复杂和动态的相互作用网络。本文从微生物相互作用的角度系统地总结了MCFA生物合成的关键机制和调控策略,重点介绍了电子供体-受体生成和链延伸(CE)过程。厌氧发酵系统的功能稳定性和弹性是由微生物多样性通过模块化功能分配、代谢互补、对扰动的弹性和环境适应来共同维持的。值得注意的是,功能类群之间的底物竞争和共生关系直接决定了代谢通量的方向性和效率。碳源偏好和环境因素协同引导途径选择,而外源干预如增强电子转移或生态位占据优化微生物合作。此外,群体感应和电化学协同进一步平衡了种间竞争,实现了代谢分支抑制与CE联合体富集之间的动态平衡。这些多维相互作用机制为MCFA合成提供了高纯度的电子供体和稳定的代谢基础,指导定向微生物工程策略以提高产品收率。本研究系统总结了微生物相互作用网络如何通过代谢通量分配控制、环境响应反馈和功能模块化设计等多种机制之间的多尺度协调,推动高效的MCFA生物合成,为解决厌氧MCFA发酵过程中的关键挑战提供理论基础。
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引用次数: 0
Expanding biocatalytic reactivity landscapes by physical fields and chemical strategies for green manufacturing 通过物理领域和化学策略扩大绿色制造的生物催化反应性景观。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-11 DOI: 10.1016/j.biotechadv.2025.108734
Renjie Li, Hanbing Feng, Miao Shi, Aodi Zhang, Su Jing
The burgeoning demand for green manufacturing has spurred significant interest in harnessing biocatalysis across diverse sectors for the synthesis of high value-added compounds. Despite the inherent utility of biocatalysts, their application is often circumscribed by the specificity of the natural enzymes involved. To transcend these limitations, innovative physical and chemical methodologies have been integrated into biocatalytic processes. Physical field interventions, such as the application of mechanical force (force), temperature (heat), light, electricity, and ultrasound (sound) have been employed to engineer reaction systems that facilitate the transformation of substrates into target compounds. On the chemical frontier, metal catalysis, small molecule organocatalysis coupled with biocatalysis in cascade reactions have been revolutionized through several strategies: (I) the one-pot approach, where products are isolated in a stepwise manner by the metal catalysis and biocatalysis; (II) the sequential cascade reaction within a single vessel, wherein enzymes and metal catalysts are introduced simultaneously to amplify product yield; and (III) the cooperative reaction paradigm, where the metal catalyst's product serves as an intermediate or substrate that synergistically interacts with the enzyme to yield the desired product in a one-pot synthesis. This review outlines the research progress in physical and chemical techniques in biocatalysis, aiming to further broaden the reactivity profile of natural enzymes and thereby produce more desired chemicals in past years.
对绿色制造的快速增长的需求激发了人们对利用不同部门的生物催化来合成高附加值化合物的极大兴趣。尽管生物催化剂具有固有的效用,但它们的应用往往受到所涉及的天然酶的特异性的限制。为了超越这些限制,创新的物理和化学方法已被整合到生物催化过程中。物理场干预,如机械力(力)、温度(热)、光、电和超声波(声)的应用,已被用于设计促进底物转化为目标化合物的反应系统。在化学前沿,金属催化、小分子有机催化和级联反应中的生物催化已经通过以下几种策略发生了革命性的变化:(1)一锅法,即通过金属催化和生物催化逐步分离产物;(II)单个容器内的顺序级联反应,其中同时引入酶和金属催化剂以提高产品收率;(III)协同反应模式,其中金属催化剂的产物作为中间体或底物,与酶协同相互作用,在一锅合成中产生所需的产物。本文综述了近年来生物催化物理和化学技术的研究进展,旨在进一步拓宽天然酶的反应谱,从而生产出更多需要的化学物质。
{"title":"Expanding biocatalytic reactivity landscapes by physical fields and chemical strategies for green manufacturing","authors":"Renjie Li,&nbsp;Hanbing Feng,&nbsp;Miao Shi,&nbsp;Aodi Zhang,&nbsp;Su Jing","doi":"10.1016/j.biotechadv.2025.108734","DOIUrl":"10.1016/j.biotechadv.2025.108734","url":null,"abstract":"<div><div>The burgeoning demand for green manufacturing has spurred significant interest in harnessing biocatalysis across diverse sectors for the synthesis of high value-added compounds. Despite the inherent utility of biocatalysts, their application is often circumscribed by the specificity of the natural enzymes involved. To transcend these limitations, innovative physical and chemical methodologies have been integrated into biocatalytic processes. Physical field interventions, such as the application of mechanical force (force), temperature (heat), light, electricity, and ultrasound (sound) have been employed to engineer reaction systems that facilitate the transformation of substrates into target compounds. On the chemical frontier, metal catalysis, small molecule organocatalysis coupled with biocatalysis in cascade reactions have been revolutionized through several strategies: (I) the one-pot approach, where products are isolated in a stepwise manner by the metal catalysis and biocatalysis; (II) the sequential cascade reaction within a single vessel, wherein enzymes and metal catalysts are introduced simultaneously to amplify product yield; and (III) the cooperative reaction paradigm, where the metal catalyst's product serves as an intermediate or substrate that synergistically interacts with the enzyme to yield the desired product in a one-pot synthesis. This review outlines the research progress in physical and chemical techniques in biocatalysis, aiming to further broaden the reactivity profile of natural enzymes and thereby produce more desired chemicals in past years.</div></div>","PeriodicalId":8946,"journal":{"name":"Biotechnology advances","volume":"86 ","pages":"Article 108734"},"PeriodicalIF":12.5,"publicationDate":"2025-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145285565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Microbial quorum sensing: Mechanisms, applications, and challenges 微生物群体感应:机制、应用和挑战。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-06 DOI: 10.1016/j.biotechadv.2025.108733
Qi Ruan , Shuting Geng , Jianqiu Yu , Leilei Lu , Yanhua Liu , Jianqiu Chen , Qianjiahua Liao , Ruixin Guo
Quorum sensing (QS) is a sophisticated microbial communication system that orchestrates gene expression in response to population density, governing collective behaviors crucial for microbial survival and function. This comprehensive review elucidates the intricate synthesis pathways and mechanisms of QS signaling molecules across diverse microbial species. We critically analyze the multifaceted applications of QS in healthcare, agriculture, and environmental biotechnology, highlighting its potential to revolutionize these fields. The review also explores quorum quenching (QQ) strategies as a novel approach to microbial control and examines the unique adaptations of QS systems in extreme environments. By synthesizing recent advancements and identifying knowledge gaps, we outline pressing challenges and propose promising future research directions. This work aims to provide a roadmap for leveraging QS in developing innovative biotechnological solutions to address global challenges in health, food security, and environmental sustainability.
群体感应(Quorum sensing, QS)是一种复杂的微生物通讯系统,它根据种群密度协调基因表达,控制对微生物生存和功能至关重要的集体行为。本文综述了QS信号分子在不同微生物物种中复杂的合成途径和机制。我们批判性地分析了QS在医疗保健、农业和环境生物技术方面的多方面应用,强调了它在这些领域的革命性潜力。这篇综述还探讨了群体猝灭(QQ)策略作为一种新的微生物控制方法,并研究了QS系统在极端环境中的独特适应性。通过综合最近的进展和识别知识差距,我们概述了紧迫的挑战,并提出了有希望的未来研究方向。这项工作旨在为利用QS开发创新生物技术解决方案提供路线图,以应对健康、粮食安全和环境可持续性方面的全球挑战。
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引用次数: 0
Environments contaminated by pesticides are hotspots for the selection of bacterial chassis for biotechnological applications 农药污染环境是生物技术应用中细菌底盘选择的热点。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-03 DOI: 10.1016/j.biotechadv.2025.108723
Caroline Rosa Silva , Marcos Pileggi
Water storage tanks contaminated with pesticides serve as a model for an artificial ecosystem in which non-target species, particularly microorganisms, must develop various response mechanisms to survive in such environments. These mechanisms can be classified into non-specific responses, which are associated with various stressors, as well as specific responses to herbicides. Due to the stressful conditions present in these environments, they are regarded as hotspots for the selection of bacterial chassis or consortia of strains that possess combinations of genes encoding diverse phenotypes adapted for survival against a range of toxic substances. This literature review aims to extend the concept of hotspots to other aquatic and terrestrial environments contaminated with pesticides, while also discussing hypotheses regarding the potential exploitation of adapted phenotypes in biotechnological applications. These applications include bioprospecting for microorganisms that produce antimicrobial or antitumor agents, developing live biotherapeutic products for various diseases, and implementing bioremediation strategies. While well established, advances in omics technologies offer new opportunities to enhance the efficiency and safety of these strategies by manipulating gene regulatory systems. However, substantial investment is needed for genetic and metabolic manipulation. Thus, identifying selective hotspots is a beneficial strategy for obtaining viable chassis, as many organisms have already been selected in their ecosystems, along with detailing regulatory systems through omics approaches.
被农药污染的水箱可以作为人工生态系统的模型,在这种生态系统中,非目标物种,特别是微生物,必须发展出各种反应机制才能在这种环境中生存。这些机制可分为与各种应激源相关的非特异性反应和对除草剂的特异性反应。由于这些环境中存在的压力条件,它们被认为是选择细菌底盘或菌株联合体的热点,这些菌株具有编码不同表型的基因组合,适合于对抗一系列有毒物质的生存。本文献综述旨在将热点的概念扩展到其他受农药污染的水生和陆地环境,同时也讨论了关于适应表型在生物技术应用中潜在开发的假设。这些应用包括对生产抗微生物或抗肿瘤药物的微生物进行生物勘探,开发各种疾病的活生物治疗产品,以及实施生物修复策略。虽然已经建立,组学技术的进步为通过操纵基因调控系统来提高这些策略的效率和安全性提供了新的机会。然而,基因和代谢操作需要大量的投资。因此,确定选择性热点是获得可行底盘的有益策略,因为许多生物体已经在其生态系统中被选中,同时通过组学方法详细管理系统。
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引用次数: 0
Synthetic biology for scalable production of medical polyhydroxyalkanoates: Advances and applications 医用聚羟基烷酸酯规模化生产的合成生物学:进展与应用。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-03 DOI: 10.1016/j.biotechadv.2025.108722
Yong Chen , Zheng-Dong Qi , Rui Ji , Na Shi , Huayou Chen , Dai-Xu Wei
Polyhydroxyalkanoates (PHAs), characterized by their biodegradability and biocompatibility, present a promising, sustainable alternative to conventional synthetic polymers for biomedical applications. This study highlights the diversity of PHA monomers and structures, controllable biodegradability, and excellent biocompatibility, emphasizing their suitability for tissue engineering (bone, skin, cardiovascular, oral), anti-hair loss treatments, and drug delivery systems. Significant advancements in synthetic biology, encompassing CRISPR/Cas genome editing, promoter engineering, ribosome binding site optimization, metabolic pathway fine-tuning, and morphology engineering, have led to substantial improvements in PHA production efficiency and a reduction in associated costs. The adoption of next-generation industrial biotechnology (NGIB) using halophiles further enhances economic viability and simplifies the production process. The current commercial landscape and the future prospects of medical-grade PHAs, poised to become mainstream biodegradable materials, are also critically discussed.
聚羟基烷酸酯(PHAs)具有生物可降解性和生物相容性,是传统合成聚合物在生物医学应用中的一种有前景的、可持续的替代品。本研究强调了PHA单体和结构的多样性、可控性和良好的生物相容性,强调了它们在组织工程(骨、皮肤、心血管、口服)、抗脱发治疗和药物递送系统中的适用性。合成生物学的重大进步,包括CRISPR/Cas基因组编辑、启动子工程、核糖体结合位点优化、代谢途径微调和形态工程,已经大大提高了PHA的生产效率,降低了相关成本。采用下一代工业生物技术(NGIB)使用亲盐菌进一步提高了经济可行性,简化了生产过程。目前的商业格局和医疗级pha的未来前景,准备成为主流的生物降解材料,也进行了批判性的讨论。
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引用次数: 0
Adaptability and resiliency of Lepidoptera and their cells in culture - linking evolutionary biology to biotechnological advantage 鳞翅目及其细胞在培养中的适应性和弹性——将进化生物学与生物技术优势联系起来。
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-01 DOI: 10.1016/j.biotechadv.2025.108721
Sophia Letcher , Barry Trimmer , David L. Kaplan
Lepidopteran cells are an important tool for producing recombinant proteins, vaccines, and other biomolecules, and there is growing interest in using lepidopteran cells for other industries such as cultivated meat or as bioactuators. Lepidopteran cells are favored over mammalian cells for these applications because they grow in relatively simple systems in low-cost culture media and are adaptable to a wide range of culture conditions. Although these advantages of lepidopteran cells are well known, the mechanistic basis for these advantages are not well understood. Here, we consider the evolutionary and physiological pressures guiding cell-level adaptations in Lepidoptera and how these adaptations lead to favorable cell culture behavior. Specifically, we link lepidopteran cell resiliency (i.e., ability to withstand environmental stressors) with a robust antioxidant system, altered chromosome structure, polyploidy, and pre-conditioning of cell stress pathways. We also link lepidopteran cell adaptability (i.e., ability to grow in a range of media formulations) to metabolic flexibility, variable resource allocation options and efficient energy budgeting. We then consider the evolutionary pressures that led to selection for these favorable cell culture traits, including exposure to high oxidative stress, environmental clastogens, small size, metamorphosis, and limited food access and diversity. Finally, we highlight key future experiments to facilitate an improved understanding of lepidopteran resiliency and adaptability for biomanufacturing goals with insect cells, as well as ideas for utilizing this knowledge to improve vertebrate cell culture.
鳞翅目细胞是生产重组蛋白、疫苗和其他生物分子的重要工具,人们对将鳞翅目细胞用于其他行业(如养殖肉类或作为生物致动器)的兴趣日益浓厚。鳞翅目细胞在这些应用中比哺乳动物细胞更受青睐,因为它们在相对简单的系统中生长,在低成本的培养基中生长,并且适应广泛的培养条件。虽然鳞翅目细胞的这些优点是众所周知的,但这些优点的机制基础还不是很清楚。在这里,我们考虑进化和生理压力指导鳞翅目细胞水平的适应,以及这些适应如何导致有利的细胞培养行为。具体来说,我们将鳞翅目细胞的弹性(即承受环境压力的能力)与强大的抗氧化系统、改变的染色体结构、多倍体和细胞应激途径的预处理联系起来。我们还将鳞翅目细胞的适应性(即在各种培养基配方中生长的能力)与代谢灵活性、可变资源分配选择和有效的能量预算联系起来。然后,我们考虑了导致这些有利的细胞培养特性选择的进化压力,包括暴露于高氧化应激、环境致裂原、小尺寸、变态、有限的食物获取和多样性。最后,我们强调了未来的关键实验,以促进对鳞翅目昆虫细胞生物制造目标的弹性和适应性的更好理解,以及利用这些知识改进脊椎动物细胞培养的想法。
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引用次数: 0
Gene expression and protein abundance: Just how associated are these molecular traits? 基因表达和蛋白质丰度:这些分子特征究竟有多大的关联?
IF 12.5 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-09-30 DOI: 10.1016/j.biotechadv.2025.108720
Anahita Samih , Maurício Alexander de Moura Ferreira , Zoran Nikoloski
The ability to accurately predict the abundance of proteins from the expression of the corresponding genes has enormous potential for the advancement of biotechnological applications using metabolic engineering and synthetic biology approaches. Addressing this problem has been challenging because of the lag in methodological advances in quantifying protein abundances. Here, we reviewed and classified studies that investigated the relationship between gene expression and protein abundance in different experimental settings and cellular contexts. We focused on comparing and contrasting the findings based on different correlation-based measures, widely used with nominal or transformed transcriptomics and proteomics data. We also included studies that investigated and attempted to explain the observed correlations between gene expression and protein abundance by incorporating data on additional factors, such as translation rate, protein degradation, and post-transcriptional modifications, using various statistical and mechanistic modelling frameworks. Finally, we provided an overview of how the latest advances using data from single-cell analyses have contributed to addressing this pressing question. Our review offers a perspective about how the findings about the relationship between gene expression and protein abundance can propel biotechnological advances, particularly focusing on opportunities resulting from the availability of protein-constrained metabolic models and the complementary machine and deep learning models.
从相应基因的表达中准确预测蛋白质丰度的能力对于利用代谢工程和合成生物学方法推进生物技术应用具有巨大的潜力。由于量化蛋白质丰度的方法进展滞后,解决这个问题一直具有挑战性。在这里,我们回顾并分类了在不同实验环境和细胞环境下研究基因表达和蛋白质丰度之间关系的研究。我们的重点是比较和对比基于不同相关性的测量结果,广泛用于名义或转化转录组学和蛋白质组学数据。我们还纳入了一些研究,这些研究试图通过结合其他因素(如翻译率、蛋白质降解和转录后修饰)的数据来解释观察到的基因表达与蛋白质丰度之间的相关性,这些研究使用了各种统计和机制建模框架。最后,我们概述了利用单细胞分析数据的最新进展如何有助于解决这一紧迫问题。我们的综述提供了一个关于基因表达和蛋白质丰度之间关系的发现如何推动生物技术进步的视角,特别是关注蛋白质受限代谢模型的可用性以及互补的机器和深度学习模型所带来的机会。
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Biotechnology advances
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