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Accelerating promoter identification and design by deep learning. 通过深度学习加速启动子识别和设计。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-01 Epub Date: 2025-06-04 DOI: 10.1016/j.tibtech.2025.05.008
Xinglong Wang, Kangjie Xu, Zhongshi Huang, Yanna Lin, Jingwen Zhou, Lianqun Zhou, Fuqiang Ma

Promoters are DNA sequences that govern the location, direction, and strength of gene transcription, playing a pivotal role in cellular growth and lifespan. Engineered promoters facilitate precise control of recombinant protein expression and metabolic pathway modulation for natural product biosynthesis. Traditional methods such as rational design and directed evolution have established the foundation for promoter engineering, and recent advances in deep learning (DL) have revolutionized the field. This review highlights the application of DL techniques for promoter identification, strength prediction, and de novo design using generative models. We describe how these tools are used and the impact of database quality, feature extraction, and model architecture on predictive accuracy. We discuss challenges and perspectives in developing robust models for promoter engineering.

启动子是控制基因转录位置、方向和强度的DNA序列,在细胞生长和寿命中起着关键作用。工程启动子有助于精确控制重组蛋白的表达和天然产物生物合成的代谢途径调节。理性设计和定向进化等传统方法为启动子工程奠定了基础,而深度学习(DL)的最新进展使该领域发生了革命性的变化。这篇综述强调了DL技术在启动子识别、强度预测和使用生成模型进行从头设计方面的应用。我们描述了如何使用这些工具,以及数据库质量、特征提取和模型架构对预测准确性的影响。我们讨论了开发健壮的启动子工程模型的挑战和前景。
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引用次数: 0
High-performance nanobiosensing technologies for future diagnostic needs. 面向未来诊断需求的高性能纳米生物传感技术。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-01 Epub Date: 2025-06-18 DOI: 10.1016/j.tibtech.2025.05.014
Aldo I Martinez-Banderas, Anas Malki, Thomas Froehlich, Wolfgang Petrich

Diagnostic sensor technologies lie at the core of the healthcare system and encompass disease screening, detection, and therapy monitoring. In past decades, many nanobiosensor technologies have emerged which rely on diverse principles using electrical, magnetic, mass-based, or photonic signal transduction methods. We provide an overview of recent and emerging nanobiosensing transduction technologies and illustrate the reported quantification capabilities for nucleic acids, proteins, and small molecules. The review assesses and compares their performance, multimodality, and multiplexing capabilities as well as their portability and throughput, among other criteria. In addition, we elaborate on demonstrated as well as envisaged medical applications of nanobiosensors. Finally, fundamental limitations such as the diffusion limit are discussed and opportunities for future research are outlined.

诊断传感器技术是医疗保健系统的核心,包括疾病筛查、检测和治疗监测。在过去的几十年里,许多纳米生物传感器技术已经出现,它们依赖于不同的原理,使用电、磁、质量或光子信号转导方法。我们提供了最近和新兴的纳米生物传感转导技术的概述,并说明了报道的核酸,蛋白质和小分子的定量能力。审查评估和比较了它们的性能、多模态和多路复用能力,以及它们的可移植性和吞吐量,以及其他标准。此外,我们详细阐述了纳米生物传感器的演示和设想的医疗应用。最后,讨论了扩散极限等基本限制,并概述了未来研究的机会。
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引用次数: 0
Advances in biomimetic carbonic anhydrase strategies for CO2 capture. 二氧化碳捕获仿生碳酸酐酶策略的研究进展。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-01 Epub Date: 2025-07-01 DOI: 10.1016/j.tibtech.2025.05.025
Merve Fedai, Jialong Shen, Zsófia Bognár, Albert L Kwansa, Amy Grunden, Stig Helveg, Sonja Salmon, Yaroslava G Yingling

Carbonic anhydrase (CA) enzymes hold strong potential in new biotechnological strategies for accelerated CO2 capture and conversion. Some CAs naturally tolerate the harsh conditions associated with carbon capture technologies; however, long-term durability, while maintaining high activity, presents significant challenges. This review offers an in-depth analysis of the CA enzymes that have been investigated for industrial carbon capture processes and highlights the key amino acids and structural features that are crucial for CA activity and stability under harsh conditions. It examines the impact of site-directed protein engineering to enhance CA efficacy and immobilization strategies. Furthermore, it addresses the challenges of scaling up CA-based technologies and offers strategies to improve their functionality. Future research directions, including artificial intelligence (AI)-driven optimization, are also discussed.

碳酸酐酶(CA)在加速二氧化碳捕获和转化的新生物技术策略中具有强大的潜力。一些碳捕集器可以自然地忍受与碳捕集技术相关的恶劣条件;然而,长期耐用性,同时保持高活动,提出了重大挑战。本文对工业碳捕获过程中已研究的CA酶进行了深入分析,并强调了在恶劣条件下对CA活性和稳定性至关重要的关键氨基酸和结构特征。它检查了位点导向蛋白工程对提高CA效率和固定策略的影响。此外,它还解决了扩展基于ca的技术的挑战,并提供了改进其功能的策略。讨论了未来的研究方向,包括人工智能驱动优化。
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引用次数: 0
Membrane-targeted DNA frameworks with biodegradability recover cellular function and morphology from frozen cells. 具有生物降解性的膜靶向DNA框架可从冷冻细胞中恢复细胞功能和形态。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-01 Epub Date: 2025-08-29 DOI: 10.1016/j.tibtech.2025.07.028
Yedam Lee, Woo Hyuk Jung, Kyounghwa Jeon, Eui Bum Choi, Taeyoung Ryu, Chanseok Lee, Do-Nyun Kim, Dong June Ahn

Cell freezing is critical for the long-term preservation of biological materials, but is limited by the cytotoxicity and inefficacy of conventional cryoprotective agents, such as dimethyl sulfoxide (DMSO). Here, we introduce DNA frameworks (DFs) as a nanoengineered programmable class of cryoprotectants designed to address these challenges. The DFs feature a programmable scaffolded structure offering large flexible wireframe contacts, cellular target ability, and biodegradability. Cholesterol-functionalized DFs outperformed conventional cryoprotectants in the recovery and maintenance of cellular functionality and morphology of frozen cells. Their cryoprotective mechanism enables targeted binding to the cell membrane, minimizing intracellular penetration or uptake, inhibits intracellular and extracellular ice growths, and promotes efficient post-thaw degradation to mitigate toxicity risks. By combining membrane-targeting specificity, cryoprotective efficacy, and biocompatibility, these DFs represent a transformative advance in cell cryopreservation.

细胞冷冻对于生物材料的长期保存至关重要,但传统的冷冻保护剂(如二甲基亚砜(DMSO))的细胞毒性和无效性限制了细胞冷冻。在这里,我们介绍了DNA框架(DFs)作为一种纳米工程可编程的低温保护剂,旨在解决这些挑战。DFs具有可编程的支架结构,提供大的柔性线框接触,细胞靶向能力和生物降解性。胆固醇功能化的DFs在恢复和维持细胞功能和冷冻细胞形态方面优于传统的冷冻保护剂。它们的低温保护机制能够靶向结合细胞膜,最大限度地减少细胞内渗透或摄取,抑制细胞内和细胞外冰的生长,并促进有效的解冻后降解,以减轻毒性风险。通过结合膜靶向特异性、冷冻保护功效和生物相容性,这些DFs代表了细胞冷冻保存的革命性进步。
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引用次数: 0
Biohybrid-engineered tissue platforms: bridging the gap in tissue engineering. 生物杂交工程组织平台:弥合组织工程的差距。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-01 Epub Date: 2025-06-18 DOI: 10.1016/j.tibtech.2025.05.018
Uijung Yong, Jihwan Kim, Jinah Jang

Biohybrid-engineered tissue (BHET) platforms represent a cutting-edge development in tissue engineering by integrating electronic components with engineered biological tissues to enable real-time monitoring, precise modulation, and enhancement of tissue functionality. Recently, biofabrication and biofunctional material advances have facilitated the design of BHET platforms that respond to intricate biological and bioelectrical signals to replicate sophisticated physiological processes. BHET platforms have potential in disease modeling, regenerative medicine, and personalized healthcare applications by bridging the gap between biological and electrical systems. In this review, we classify BHET platforms into three platforms (tissue-sensor, tissue-electromodulator, and tissue-communicator platforms) and explore future directions, including innovations in biofabrication and data-driven platform design alongside optimization to enhance the scalability and functionality of the engineered human tissues.

生物混合工程组织(BHET)平台通过将电子元件与工程生物组织集成在一起,实现实时监测、精确调制和增强组织功能,代表了组织工程的前沿发展。最近,生物制造和生物功能材料的进步促进了BHET平台的设计,这些平台可以响应复杂的生物和生物电信号来复制复杂的生理过程。通过弥合生物和电子系统之间的差距,bet平台在疾病建模、再生医学和个性化医疗保健应用方面具有潜力。在这篇综述中,我们将BHET平台分为三个平台(组织传感器平台、组织电调制器平台和组织通信平台),并探讨了未来的发展方向,包括生物制造和数据驱动平台设计的创新,以及优化,以增强工程人体组织的可扩展性和功能。
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引用次数: 0
Comparison of technologies for manufacturing extracellular vesicles for therapeutic applications. 用于治疗的细胞外囊泡制造技术的比较。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-29 DOI: 10.1016/j.tibtech.2025.11.005
Selen Uman, Kendra Worthington, Jessica Dominic, Pavan Atluri, Jason A Burdick

Extracellular vesicles (EVs) have gained significant attention as therapeutics, building from natural mechanisms of paracrine signaling. The field has evolved with substantial heterogeneity in methods to isolate and characterize EVs and new methods are needed to scale-up EV production for therapeutic use. In this study, we isolated EVs from four porcine donors of bone marrow-derived mesenchymal stromal cells (MSCs) via three different cell culture methods: standard tissue culture plates, a 3D printed perfusion bioreactor, and microcarriers in spinner flasks. We explored EV manufacturing yield, characteristics, and content via proteomics and RNAseq. The MSC donor and their cell culture method affected the yield of EVs produced, whereas the method of EV isolation dominated the clustering of protein and RNA contents. As a step towards therapeutic application, in vitro tubule formation and hypoxic cardiac spheroid contraction assays showed improvements in vasculogenesis and cardiac cell recovery, respectively, in the presence of EVs.

基于旁分泌信号的自然机制,细胞外囊泡(EVs)作为一种治疗手段得到了广泛的关注。该领域在分离和表征EV的方法上存在很大的异质性,需要新的方法来扩大EV的生产以用于治疗。在这项研究中,我们通过三种不同的细胞培养方法:标准组织培养板、3D打印灌注生物反应器和旋转瓶中的微载体,从4只猪骨髓间充质基质细胞(MSCs)供体中分离出ev。我们通过蛋白质组学和RNAseq研究了EV的产量、特性和含量。骨髓间充质干细胞供体及其细胞培养方式影响其产量,而细胞分离方式影响其蛋白质和RNA含量的聚类。作为迈向治疗应用的一步,体外小管形成和缺氧心脏球体收缩试验分别显示,在ev存在下,血管发生和心脏细胞恢复有所改善。
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引用次数: 0
Glutaraldehyde-induced porcine model mimics human chronic wounds: insights into pathophysiology and therapeutic applications. 戊二醛诱导的猪模型模拟人类慢性伤口:病理生理学和治疗应用的见解。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-28 DOI: 10.1016/j.tibtech.2025.11.001
Shahriar Sharifi, Renee Munoz, Anthony McElwain, Negar Mahmoudi, David Nisbet, Valerie Johnson, Meisam Asgari, Hojatollah Vali, Simon Matoori, Jelena Marjanovic, Marjana Tomic-Canic, Irena Pastar, Lisa Gould, Paul Attar, Morteza Mahmoudi

Chronic wounds present a significant clinical challenge due to their complex pathophysiology and resistance to standard treatments. A key obstacle in developing therapies is the lack of animal models that accurately mimic human chronic wound characteristics. Existing rodent models fail to replicate critical features, such as delayed re-epithelialization and unresolved inflammation, while larger animals, including porcine models, also fall short. Here, we introduce a novel glutaraldehyde-induced porcine model that mimics key aspects of human chronic wounds. Glutaraldehyde causes dermal toxicity, resulting in impaired structural integrity, oxidative stress, persistent inflammation, and bacterial colonization. Analyses showed features such as delayed healing, extracellular matrix (ECM) disruption, mitochondrial dysfunction, and chronic inflammatory responses. Comparative transcriptomic and lipidomic studies revealed shared signaling pathways and metabolite profiles with human venous leg and diabetic foot ulcers, highlighting the translational relevance of the model. This innovative platform offers valuable insights into chronic wound mechanisms and aids the development of effective targeted therapies.

慢性伤口由于其复杂的病理生理和对标准治疗的抵抗而呈现出显着的临床挑战。开发治疗方法的一个关键障碍是缺乏准确模仿人类慢性伤口特征的动物模型。现有的啮齿动物模型无法复制关键特征,例如延迟的再上皮化和未解决的炎症,而大型动物,包括猪模型,也达不到这一点。在这里,我们介绍了一种新的戊二醛诱导的猪模型,它模仿了人类慢性伤口的关键方面。戊二醛引起皮肤毒性,导致结构完整性受损、氧化应激、持续炎症和细菌定植。分析显示了延迟愈合、细胞外基质(ECM)破坏、线粒体功能障碍和慢性炎症反应等特征。比较转录组学和脂质组学研究揭示了人类静脉腿和糖尿病足溃疡的共同信号通路和代谢物谱,强调了该模型的翻译相关性。这个创新的平台为慢性伤口机制提供了有价值的见解,并有助于开发有效的靶向治疗方法。
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引用次数: 0
CRISPR screen-based mammalian cell engineering for complex biotherapeutics. 基于CRISPR筛选的哺乳动物细胞工程用于复杂的生物治疗。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-28 DOI: 10.1016/j.tibtech.2025.11.010
Sung Wook Shin, Gyun Min Lee, Jae Seong Lee

The rise of complex biotherapeutics has introduced bottlenecks in production using mammalian cells. Clustered regularly interspaced short palindromic repeats (CRISPR)-based screens enable unbiased discovery of engineering targets that mitigate biomanufacturing-relevant constraints. This forum gives an overview of recent advances and remaining challenges in applying CRISPR screening to build robust, modality-specific cell factories.

复杂生物疗法的兴起给利用哺乳动物细胞进行生产带来了瓶颈。基于CRISPR的聚类定时间隔短回文重复序列(Clustered regularly interspaced short palindromic repeats,简称CRISPR)筛选技术能够无偏发现工程靶标,从而减轻生物制造相关的限制。本次论坛概述了应用CRISPR筛选构建稳健的、模式特异性细胞工厂的最新进展和仍然存在的挑战。
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引用次数: 0
Creating artificial miR2118a/b to boost yield and broad-spectrum resistance in soybean via CRISPR/Cas9-targeted mutation. 构建人工miR2118a/b,通过CRISPR/ cas9靶向突变提高大豆产量和广谱抗性。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-27 DOI: 10.1016/j.tibtech.2025.10.022
Limiao Chen, Wenqi Ouyang, Yanfeng Hu, Lihua Peng, Peike Chen, Wei Guo, Hongli Yang, Juan Xu, Mengyue Pan, Dami Xu, Xinyang Wang, Chanjuan Zhang, Shuilian Chen, Qingnan Hao, Songli Yuan, Yi Huang, Zhihui Shan, Zhonglu Yang, Rui Xia, Tarek Hewezi, Haifeng Chen, Lam-Son Phan Tran, Xinan Zhou, Dong Cao

While regulatory functions of mature miRNAs are well established, the functions of miRNAs* and their potential for genetic engineering in crop improvement remain underexplored. Here, we used clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein (Cas9) to generate artificial miR2118a/b (amiR2118a/b) by editing miR2118a/b-5p and obtained several amir2118a/b mutants in soybean (Glycine max). miR2118a/b-5p modifications altered the secondary structure of precursor amiR2118a/b (pre-amiR2118a/b) and reduced mature miR2118a/b levels. These amir2118a/b mutants retained the ability to initiate biogenesis of phased small interfering RNAs (phasiRNAs), albeit with a reduced abundance compared with wild-type (WT) plants. Furthermore, these mutants upregulated the expression of genes related to growth and defense under normal and Pseudomonas syringae pv. glycinea (Psg)-infected conditions, respectively. Notably, two transgene-free amir2118 mutants exhibited enhanced resistance to Psg, soybean cyst nematode (SCN), and root-knot nematode (RKN), and achieved increased yield under pathogen-free field conditions. This study provides a strategy to generate artificial miRNAs (amiRNAs) for crop improvement through the CRISPR/Cas system by mutating miRNAs* in crops.

虽然成熟mirna的调控功能已经被确定,但mirna *的功能及其在作物改良中的基因工程潜力仍未被充分探索。本研究利用聚类规则间隔短回文重复(CRISPR)/CRISPR相关蛋白(Cas9),通过编辑miR2118a/b-5p生成人工miR2118a/b (amiR2118a/b),在大豆(Glycine max)中获得了多个amiR2118a/b突变体。miR2118a/b-5p修饰改变了前体amiR2118a/b的二级结构(pre-amiR2118a/b),降低了成熟miR2118a/b水平。这些amir2118a/b突变体保留了启动阶段性小干扰rna (phasiRNAs)生物发生的能力,尽管与野生型(WT)植物相比丰度降低。此外,这些突变体上调了正常和丁香假单胞菌生长和防御相关基因的表达。分别为甘氨酸(Psg)感染条件。值得注意的是,两个无转基因的amir2118突变体对Psg、大豆囊肿线虫(SCN)和根结线虫(RKN)的抗性增强,并在无病原体的田间条件下提高了产量。本研究提供了一种通过CRISPR/Cas系统通过突变作物中的miRNAs*来产生用于作物改良的人工miRNAs (amiRNAs)的策略。
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引用次数: 0
Gene therapy strategies in tissue engineering: advances and applications for regenerative therapy. 组织工程中的基因治疗策略:再生治疗的进展与应用。
IF 14.9 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-27 DOI: 10.1016/j.tibtech.2025.10.025
Hasan Akbaba, Lucy Homer, Thi Bao Tram Tran, Nitu Bhaskar, Nidhi Sharma, Gulsah Erel-Akbaba, Suman Pahal, Thanh Duc Nguyen

Gene therapy has emerged as a promising strategy for tissue regeneration, offering the potential to address the limitations of conventional treatments. In this review we present an overview of applications of gene therapy in tissue regeneration, emphasizing recent advancements and future directions. Our work addresses gaps in the current literature by examining developments in molecular biology and genetics, such as clustered regularly interspaced short palindromic repeats (CRISPR) gene editing, advances in 3D bioprinting, and progress in gene delivery for tissue engineering. We describe case studies and clinical trials that demonstrate the potential of gene therapy applications in tissue engineering. We conclude by highlighting challenges and future directions, including emerging technologies and personalized gene-based approaches for tissue engineering research.

基因治疗已经成为一种很有前途的组织再生策略,提供了解决传统治疗局限性的潜力。本文综述了基因治疗在组织再生中的应用,并着重介绍了近年来的进展和未来的发展方向。我们的工作通过研究分子生物学和遗传学的发展来解决当前文献中的空白,例如聚集规律间隔短回文重复序列(CRISPR)基因编辑,3D生物打印的进展以及组织工程基因传递的进展。我们描述了案例研究和临床试验,证明基因治疗在组织工程中的应用潜力。最后,我们强调了组织工程研究的挑战和未来方向,包括新兴技术和基于个性化基因的方法。
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引用次数: 0
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Trends in biotechnology
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