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Advances in hydrogen delivery strategies for therapeutic applications 治疗用氢输送策略的研究进展
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-11-11 DOI: 10.1016/j.addr.2025.115734
Lam-Duc-Huy Nguyen , Sheng-Yao Peng , Cam-Hoa Mac , Nhien Nguyen , Shih-Kai Lo , Po-Hsi Lin , Ninh-Son Pham , Hsiao-Huang Chang , Yu-Jung Lin , Hsing-Wen Sung
Molecular hydrogen (H2) has emerged as a promising therapeutic agent owing to its selective antioxidant and anti-inflammatory properties, as well as its ability to modulate cellular signaling, metabolism, and immune responses. Beyond mitigating oxidative stress and inflammation, H2 shows anticancer potential by altering the tumor microenvironment and inducing apoptosis. Despite encouraging findings from preclinical and clinical studies, conventional delivery routes—such as inhalation, oral intake of H2-rich water, or injection of H2-rich saline—face critical limitations in stability, bioavailability, and targeted delivery, impeding clinical translation. This review first outlines the therapeutic mechanisms of H2, including redox regulation, inflammatory modulation, and tumor suppression. It then discusses current delivery approaches, their therapeutic outcomes, and inherent challenges. To overcome these barriers, a variety of advanced H2-delivering systems have been developed, including H2-containing carriers and in situ H2-generating materials based on water-, acid-, and electrochemical reactions. Externally stimulated platforms, such as photo-, sono-, and electro-catalysis-based systems, enable spatiotemporally controlled H2 release in response to disease-specific cues. Additionally, microbiota-targeted approaches involving probiotics and prebiotics offer indirect yet sustained H2 delivery via gut fermentation. The review concludes by addressing key challenges—such as material scalability, biosafety, and integration with existing therapies—and highlights future directions for optimizing H2 delivery through interdisciplinary innovation in materials science and medicine.
分子氢(H2)由于其选择性抗氧化和抗炎特性,以及调节细胞信号、代谢和免疫反应的能力,已成为一种有前途的治疗剂。除了减轻氧化应激和炎症外,H2还通过改变肿瘤微环境和诱导细胞凋亡显示出抗癌潜力。尽管临床前和临床研究取得了令人鼓舞的结果,但传统的给药途径——如吸入、口服富h2水或注射富h2盐——在稳定性、生物利用度和靶向给药方面存在严重局限性,阻碍了临床转化。本文首先概述了H2的治疗机制,包括氧化还原调节、炎症调节和肿瘤抑制。然后讨论了当前的递送方法,它们的治疗结果和固有的挑战。为了克服这些障碍,人们开发了各种先进的h2输送系统,包括含h2载体和基于水、酸和电化学反应的原位h2生成材料。外部刺激的平台,如基于光、声和电催化的系统,能够根据疾病特异性线索控制H2的时空释放。此外,针对微生物群的方法包括益生菌和益生元,通过肠道发酵提供间接但持续的H2输送。该综述总结了关键挑战,如材料可扩展性、生物安全性和与现有疗法的整合,并强调了通过材料科学和医学的跨学科创新优化氢气输送的未来方向。
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引用次数: 0
3D printing in theranostic applications 3D打印在治疗中的应用
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-11-10 DOI: 10.1016/j.addr.2025.115733
Italo Rodrigo Calori, Ana Paula Pereira Guimaraes, Antonio Claudio Tedesco
Additive manufacturing has revolutionized conventional fabrication techniques, enabling the design of advanced theranostic platforms that integrates diagnostic and therapeutic functions within a single device. In this context, three-dimensional (3D) printing has emerged as a key technology for fabricating sophisticated theranostic solutions capable of effectively integrating diagnostic and therapeutic approaches. This review summarizes the recent use of 3D printing technologies in the field of theranostic, providing a comprehensive understanding of the state of the art and future perspectives. This review explores the design and fabrication of theranostic devices using a range of extrusion-based and light-based printing techniques including fused deposition modeling, stereolithography, and selective laser sintering. Furthermore, this review discuss the current challenges and limitations of the implementation of these technologies. Overall, this review provides insights into the potential and challenges of 3D printing for the advancement of theranostic strategies.
增材制造已经改变了传统的治疗方法,允许生产更复杂的设备,以满足不断发展的诊断和治疗需求。在这种情况下,三维(3D)打印已经成为生产个性化治疗的关键技术,能够有效地整合诊断和治疗方法。本文综述了近年来3D打印技术在治疗领域的应用,提供了对该技术现状和未来前景的全面了解。这篇综述探讨了使用一系列技术的治疗装置的设计和制造,包括基于挤压的印刷,熔融沉积建模,立体光刻和选择性激光烧结。此外,本综述还讨论了这些技术实施的当前挑战和局限性。最后,这篇综述提供了对3D打印的潜力和挑战的见解,以促进治疗策略。
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引用次数: 0
Advanced adhesion and targeting strategies to prolong gut residence time and improve eLBP efficacy in colonic diseases 先进的粘附和靶向策略,延长肠道停留时间,提高eLBP在结肠疾病中的疗效。
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-10-22 DOI: 10.1016/j.addr.2025.115722
Alita F. Miller , Sri Sruthi Potluru , Sarah M. Thormann , Yuyan Wang , Juliane Nguyen
Engineered live biotherapeutic products (eLBPs) are genetically modified microorganisms being explored as a novel treatment modality for gastrointestinal (GI) diseases. The therapeutic potential is driven by their ability to selectively interact with host tissues while maintaining inherent probiotic properties that promote gut health. A key limitation of orally administered eLBPs is their poor competitive fitness against resident gut microbes, which often leads to rapid passage through the GI tract and reduced therapeutic efficacy. This challenge can be addressed by engineering eLBPs to extend their residence time in the gut and enhance the precision of therapeutic delivery at the target site. Targeted adhesion is a prevalent mechanism by which eLBPs achieve increased retention within the GI tract. Various targets in the colon have been used as anchors for non-resident microbes such as mucus, the extracellular matrix, and tumorous tissues. Additionally, a range of strategies have been explored for microbial targeting, including chemical surface modifications, genetically engineered surface display systems, metabolic engineering, and stimuli-responsive approaches. In this review, we provide insights into targets and targeting strategies that have been implemented in eLBP development and highlight the gaps that must be addressed to enhance eLBP efficacy through prolonged gut retention. We discuss the development of novel eLBP strains that target various components within healthy or diseased colon tissues for improved efficacy, particularly for inflammatory bowel disease and colorectal cancer. We conclude by detailing perspectives on eLBP design for clinically viable and effective therapeutics.
工程活生物治疗产品(elbp)是一种转基因微生物,正在被探索作为一种新的治疗胃肠道疾病的方式。治疗潜力是由它们选择性地与宿主组织相互作用的能力驱动的,同时保持促进肠道健康的固有益生菌特性。口服elbp的一个关键限制是它们与常驻肠道微生物的竞争适应性差,这通常导致快速通过胃肠道并降低治疗效果。这一挑战可以通过设计elbp来解决,以延长其在肠道中的停留时间,并提高靶向部位的治疗递送精度。靶向黏附是elbp在胃肠道内增加滞留的普遍机制。结肠中的各种靶点已被用作非常驻微生物(如粘液、细胞外基质和肿瘤组织)的锚点。此外,已经探索了一系列针对微生物的策略,包括化学表面修饰,基因工程表面显示系统,代谢工程和刺激响应方法。在这篇综述中,我们提供了在eLBP开发中实施的靶点和靶向策略的见解,并强调了通过延长肠道保留来提高eLBP疗效必须解决的差距。我们讨论了新型eLBP菌株的发展,这些菌株针对健康或患病结肠组织中的各种成分,以提高疗效,特别是对炎症性肠病和结直肠癌。最后,我们详细阐述了eLBP设计在临床上可行和有效的治疗方法。
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引用次数: 0
Investigating the restriction-modification barrier to DNA delivery in human gut probiotic bacteria for streamlined genetic tool development 研究人类肠道益生菌DNA传递的限制性修饰屏障,以促进流线型遗传工具的开发。
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-10-21 DOI: 10.1016/j.addr.2025.115723
Qiaochu Li , Ibrahim Al’ Abri , Nathan Crook , Justin M. Vento
Human gut bacteria have the potential to serve as next-generation therapeutics to many disease conditions, although poor genetic tractability limits mechanistic understanding and engineering capabilities in most strains. A major barrier to genetic tool development is bacterial defense systems such as the highly abundant restriction-modification systems that restrict DNA transformed into the cell. Although these systems are well-known barriers to DNA delivery across bacteria, their prevalence and diversity within probiotic human gut species has not been investigated. In this review, we detail the importance of DNA delivery in establishing genetic tools in bacteria and illustrate the role of restriction-modification systems in preventing DNA delivery. We then perform a computational analysis of available sequencing data to compile restriction-modification abundance and complexity in many human gut species with large probiotic potential. Through this analysis, we elucidate the large number of restriction-modification systems present in many species and highlight the diversity of restriction-modification systems in closely related strains. Among the four main types of restriction-modification systems, we pinpoint the main type(s) present in different species. To highlight strains with high potential to inhibit DNA delivery, we determine the percentage of strains from each species with multiple restriction-modification systems present. Finally, we cover established methods of bypassing the restriction-modification barrier to DNA delivery. Overall, this generalizable analysis should help others extend DNA delivery to more relevant strains across human gut bacteria to establish next generation living therapeutics from a wider range of probiotic strains.
人类肠道细菌有潜力作为许多疾病的下一代治疗药物,尽管在大多数菌株中,较差的遗传易感性限制了对其机制的理解和工程能力。遗传工具开发的一个主要障碍是细菌防御系统,如高度丰富的限制修饰系统,限制DNA转化为细胞。虽然这些系统是众所周知的细菌之间DNA传递的障碍,但它们在益生菌人类肠道物种中的患病率和多样性尚未得到调查。在这篇综述中,我们详细介绍了DNA传递在细菌中建立遗传工具的重要性,并说明了限制性修饰系统在防止DNA传递中的作用。然后,我们对现有的测序数据进行计算分析,以编制具有巨大益生菌潜力的许多人类肠道物种的限制性修饰丰度和复杂性。通过这一分析,我们阐明了许多物种中存在的大量限制性修饰系统,并突出了密切相关菌株中限制性修饰系统的多样性。在四种主要的限制修饰系统类型中,我们确定了不同物种中存在的主要类型。为了突出具有高抑制DNA传递潜力的菌株,我们确定了每个物种中存在多个限制性修饰系统的菌株的百分比。最后,我们介绍了绕过DNA递送的限制性修饰屏障的既定方法。总的来说,这种可推广的分析应该有助于其他人将DNA传递扩展到人类肠道细菌中更多相关的菌株,从而从更广泛的益生菌菌株中建立下一代活疗法。
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引用次数: 0
The complex and intricate relationship between incremental science, innovation and recognition 渐进式科学、创新和认可之间复杂而错综的关系
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-10-19 DOI: 10.1016/j.addr.2025.115721
Charlotte A. Birkmanis , David W. Grainger , Dietmar W. Hutmacher
Science, technology, and innovation are related but distinct, leading to different research incentives. Incremental science, such as refining methods and validating findings, ensures robust results and understanding, laying the groundwork for breakthroughs. Due to pressures for ongoing innovation, fundamental research is frequently seen as an obstacle hindering scientific progress instead of an investment. The time fundamental research requires to bear fruit can detract from its immediate relevance, and impatience surrounding the urgency for rapid innovation further devalues the relatively slow, methodical approach of basic science. But this emphasis can be misleading, as many crucial advances arise from incremental improvements or refinements rather than radical breakthroughs. Insisting on scientific novelty devalues the work that lays the essential groundwork for reliable scientific progress and endorses a culture where only the most sensational achievements are celebrated, marginalising the essential contributions of those engaged in less glamorous, yet equally important, foundational research. We argue that instead of focusing on celebrating novelty and its often-unrealised societal impacts, science and technology should better value more vital basic, incremental, and knowledge-based contributions necessary for sustaining innovation and ensuring its diverse, positive impacts.
科学、技术和创新相互关联,但又截然不同,这导致了不同的研究激励机制。渐进式科学,如改进方法和验证发现,确保了可靠的结果和理解,为突破奠定了基础。由于不断创新的压力,基础研究经常被视为阻碍科学进步的障碍,而不是一项投资。基础研究取得成果所需的时间可能会减损其直接相关性,而围绕快速创新的紧迫性的不耐烦进一步贬低了基础科学相对缓慢、有条不紊的方法。但这种强调可能会产生误导,因为许多关键的进步来自于渐进式的改进或改进,而不是根本性的突破。坚持科学的新颖性贬低了为可靠的科学进步奠定基本基础的工作,支持了一种只庆祝最轰动的成就的文化,边缘化了那些从事不那么光鲜但同样重要的基础研究的人的重要贡献。我们认为,科学和技术不应该专注于庆祝新奇事物及其往往未实现的社会影响,而应该更好地重视更重要的基础、增量和基于知识的贡献,这些贡献是维持创新和确保其多样化、积极影响所必需的。
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引用次数: 0
Hydrogen sulfide in cancer therapy: Intelligent delivery platforms and synergistic therapeutic paradigms 硫化氢在癌症治疗中的应用:智能输送平台和协同治疗范例
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-10-17 DOI: 10.1016/j.addr.2025.115717
Nailin Yang , Yichi Cai , Shumin Sun , Jihu Nie , Fei Gong , Zifan Pei , Liang Cheng
Hydrogen sulfide (H2S) has emerged as a pivotal gaseous signaling molecule in cancer therapy, demonstrating unique dose-dependent therapeutic effects that have established new paradigms for gas-mediated treatments. To enable precise H2S delivery in cancer therapy, various H2S donor compounds have been developed, and a range of intelligent delivery systems have been subsequently designed. These systems are capable of specifically accumulating at tumor sites and can release H2S in a controlled and responsive manner within the tumor microenvironment (TME). This comprehensive review systematically examines the fundamental physicochemical properties and multifaceted biological functions of H2S while providing a detailed classification of H2S donors into inorganic and organic categories. We further classify existing H2S delivery strategies into endogenous-responsive systems (e.g., pH-, GSH-, and enzyme-triggered systems) and exogenous-responsive approaches (e.g., light-, ultrasound-, and electric field-activated methods), supported by representative case studies. Above all, this review highlights the remarkable potential of H2S in enhancing various therapeutic modalities, including radiotherapy, chemotherapy, thermotherapy, catalytic therapy, and immunotherapy, primarily through its regulatory effects on heat shock protein expression, catalase activity modulation, and profound TME remodeling, which provides valuable insights for designing next-generation H2S delivery systems and their combinatorial applications in cancer treatments.
硫化氢(H2S)已成为癌症治疗中关键的气体信号分子,其独特的剂量依赖性治疗效果为气体介导治疗建立了新的范例。为了在癌症治疗中实现H2S的精确输送,已经开发了各种H2S供体化合物,并随后设计了一系列智能输送系统。这些系统能够在肿瘤部位特异性积累,并在肿瘤微环境(TME)中以可控和响应的方式释放H2S。这篇综合综述系统地研究了H2S的基本物理化学性质和多方面的生物学功能,同时详细地将H2S供体分为无机和有机两类。我们进一步将现有的H2S输送策略分为内源响应系统(如pH-、GSH-和酶触发系统)和外源响应方法(如光、超声和电场激活方法),并通过代表性案例研究进行了支持。总之,这篇综述强调了H2S在增强各种治疗方式(包括放疗、化疗、热疗法、催化疗法和免疫疗法)方面的显著潜力,主要是通过其对热休克蛋白表达、过氧化氢酶活性调节和深度TME重塑的调节作用,这为设计下一代H2S输送系统及其在癌症治疗中的组合应用提供了有价值的见解。
{"title":"Hydrogen sulfide in cancer therapy: Intelligent delivery platforms and synergistic therapeutic paradigms","authors":"Nailin Yang ,&nbsp;Yichi Cai ,&nbsp;Shumin Sun ,&nbsp;Jihu Nie ,&nbsp;Fei Gong ,&nbsp;Zifan Pei ,&nbsp;Liang Cheng","doi":"10.1016/j.addr.2025.115717","DOIUrl":"10.1016/j.addr.2025.115717","url":null,"abstract":"<div><div>Hydrogen sulfide (H<sub>2</sub>S) has emerged as a pivotal gaseous signaling molecule in cancer therapy, demonstrating unique dose-dependent therapeutic effects that have established new paradigms for gas-mediated treatments. To enable precise H<sub>2</sub>S delivery in cancer therapy, various H<sub>2</sub>S donor compounds have been developed, and a range of intelligent delivery systems have been subsequently designed. These systems are capable of specifically accumulating at tumor sites and can release H<sub>2</sub>S in a controlled and responsive manner within the tumor microenvironment (TME). This comprehensive review systematically examines the fundamental physicochemical properties and multifaceted biological functions of H<sub>2</sub>S while providing a detailed classification of H<sub>2</sub>S donors into inorganic and organic categories. We further classify existing H<sub>2</sub>S delivery strategies into endogenous-responsive systems (e.g., pH-, GSH-, and enzyme-triggered systems) and exogenous-responsive approaches (e.g., light-, ultrasound-, and electric field-activated methods), supported by representative case studies. Above all, this review highlights the remarkable potential of H<sub>2</sub>S in enhancing various therapeutic modalities, including radiotherapy, chemotherapy, thermotherapy, catalytic therapy, and immunotherapy, primarily through its regulatory effects on heat shock protein expression, catalase activity modulation, and profound TME remodeling, which provides valuable insights for designing next-generation H<sub>2</sub>S delivery systems and their combinatorial applications in cancer treatments.</div></div>","PeriodicalId":7254,"journal":{"name":"Advanced drug delivery reviews","volume":"227 ","pages":"Article 115717"},"PeriodicalIF":17.6,"publicationDate":"2025-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145305861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Microbiome-active drug delivery systems (MADDS): Leveraging microbial stimuli for controlled drug release 微生物活性药物传递系统(MADDS):利用微生物刺激控制药物释放
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-10-15 DOI: 10.1016/j.addr.2025.115720
Srinivas Kamath , Amin Ariaee , Amer Abdelhafez, Zarnab Asif, Nicole S.L. Chan, Kate Collins, Alexander Hunter, Paul Joyce
The human microbiome comprises diverse microbial communities that inhabit tissues and biofluids throughout the body, including the gastrointestinal tract, lungs, vagina, and skin. These sites create dynamic microenvironments rich in enzymes, metabolites, and chemical gradients that act both as biological barriers and as localised targets for drug delivery. This review provides an overview of Microbiome-Active Drug Delivery Systems (MADDS), an emerging class of platforms that exploit microbial stimuli for site-specific therapeutic release. Unlike conventional systems that simply coexist with the microbiome, MADDS harness resident microbes and their metabolites to trigger drug activation, retention, or release. This enables spatially precise delivery of small molecules, biologics, and live biotherapeutic products (LBPs). Key strategies include enzyme-, environment-, metabolite-, biofilm-, and receptor-responsive designs, each tailored to microbial niches and applied across infectious, inflammatory, and metabolic disorders. However, challenges remain, including microbiome variability between individuals, regulatory uncertainty around hybrid biologic-material systems, and the need for scalable GMP-compliant manufacturing. This review therefore outlines the current approaches for engineering MADDS and the future steps required for clinical translation. By exploiting microbial cues for controlled drug release, MADDS offer a practical route to more targeted and patient-specific therapies.
人体微生物组包括居住在整个身体的组织和生物流体中的多种微生物群落,包括胃肠道、肺、阴道和皮肤。这些位点创造了富含酶、代谢物和化学梯度的动态微环境,这些微环境既可以作为生物屏障,也可以作为药物递送的局部靶点。这篇综述提供了微生物活性药物传递系统(MADDS)的概述,这是一类新兴的利用微生物刺激进行特定部位治疗释放的平台。与简单地与微生物组共存的传统系统不同,MADDS利用常驻微生物及其代谢物来触发药物激活、保留或释放。这使得小分子、生物制剂和活体生物治疗产品(lbp)的空间精确递送成为可能。关键策略包括酶、环境、代谢物、生物膜和受体响应设计,每种设计都针对微生物生态位进行定制,并适用于感染性、炎症性和代谢性疾病。然而,挑战仍然存在,包括个体之间微生物组的可变性,混合生物材料系统的监管不确定性,以及对可扩展的gmp合规生产的需求。因此,这篇综述概述了目前工程MADDS的方法和临床转化所需的未来步骤。通过利用微生物线索控制药物释放,MADDS为更有针对性和患者特异性的治疗提供了一条实用的途径。
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引用次数: 0
Composition, stabilization and delivery of virus-based vaccines: considerations to break free of the cold chain 基于病毒的疫苗的组成、稳定和递送:打破冷链的考虑
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-10-14 DOI: 10.1016/j.addr.2025.115715
Amaka J. Epoh , Jailen H. Doyle , Irnela Bajrovic , Maria A. Croyle
Within the last 50 years, the emergence and re-emergence of widespread severe viral infections have caused some of the deadliest global pandemics. Thus, development of novel technologies that effectively stabilize and deliver virus-based vaccines are of high priority to public health. This review serves as a primer for those interested in developing and testing novel formulations and methods for administration of vaccines against viral infection. It starts with a brief history of immunization practices and the role they played in the evolution of vaccines available today. A brief section summarizing virus infection and immunology is provided to assist in design of studies for in vivo testing of novel vaccines. Physical properties of viruses are summarized with known physico-chemical mechanisms of virus degradation outlined. General formulation strategies to prevent degradation are discussed. Traditional and novel dosage forms for vaccine and immunization methods and up and coming technologies are also described.
在过去的50 年里,广泛的严重病毒感染的出现和重新出现造成了一些最致命的全球流行病。因此,开发能够有效稳定和提供基于病毒的疫苗的新技术是公共卫生的高度优先事项。这篇综述是为那些有兴趣开发和测试新的配方和方法的管理疫苗,以防止病毒感染的入门。首先简要介绍免疫实践的历史以及它们在当今可用疫苗的演变中所起的作用。简要概述了病毒感染和免疫学,以协助设计新的疫苗体内试验的研究。概述了病毒的物理特性,概述了病毒降解的已知物理化学机制。讨论了防止降解的一般配方策略。还介绍了疫苗和免疫方法的传统剂型和新型剂型以及未来的技术。
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引用次数: 0
Opportunities for machine learning and artificial intelligence in physiologically-based pharmacokinetic (PBPK) modeling 机器学习和人工智能在基于生理的药代动力学(PBPK)建模中的机会
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-10-13 DOI: 10.1016/j.addr.2025.115716
Anne M. Talkington , Yanguang Cao , Anthony J. Kearsley , Samuel K. Lai
Physiologically-based pharmacokinetic (PBPK) modeling is a powerful tool for quantitating and understanding the fate of drug and drug carriers in complex living systems. It is particularly valuable in situations where data are difficult to obtain due to cost, time, or ethical constraints. Recent advances in PBPK modeling have greatly improved their accuracy in modeling in vivo and clinical data, especially in special populations (e.g., pediatric and geriatric subjects), which consequently enhanced their utility in drug development. Nevertheless, current PBPK models remain limited by our ability to ascertain complex biological mechanisms and/or physiological processes, often resulting in many critical but unknown parameters or parameters with large uncertainty. Machine learning (ML) and applications of broader artificial intelligence (AI) tools that facilitate parameter estimation, model learning, database mining, and uncertainty quantification not only offer the potential to address the shortcomings of PBPK modeling, but also introduce opportunities for enabling earlier use of PBPK modeling in the drug development process. Here, we summarize ML-influenced advances in PBPK modeling and discuss our expectations of the likely avenues for future ML/AI contributions to PBPK modeling.
基于生理的药代动力学(PBPK)建模是定量和理解复杂生命系统中药物和药物载体命运的有力工具。在由于成本、时间或道德限制而难以获得数据的情况下,它特别有价值。PBPK模型的最新进展大大提高了其在体内和临床数据建模中的准确性,特别是在特殊人群(例如,儿科和老年受试者)中,从而增强了它们在药物开发中的实用性。然而,目前的PBPK模型仍然受到我们确定复杂生物机制和/或生理过程的能力的限制,常常导致许多关键但未知的参数或具有很大不确定性的参数。机器学习(ML)和更广泛的人工智能(AI)工具的应用,促进了参数估计、模型学习、数据库挖掘和不确定性量化,不仅提供了解决PBPK建模缺点的潜力,而且还为在药物开发过程中早期使用PBPK建模提供了机会。在这里,我们总结了ML影响下PBPK建模的进展,并讨论了我们对未来ML/AI对PBPK建模贡献的可能途径的期望。
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引用次数: 0
Paediatric formulation challenges for enteral feeding tube administration – Current understanding and future directions 儿科配方对肠内喂养管管理的挑战-目前的理解和未来的方向
IF 17.6 1区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2025-10-13 DOI: 10.1016/j.addr.2025.115714
Sifan Hu , Noelia Nieto González , Jennifer Walsh , Esmerald Hermans , Giovanna Rassu , Smita Salunke
Enteral administration of oral dosage forms is a highly desirable treatment approach for children having impaired swallowing ability or limited gastro-intestinal access. However, the complex interplay between drug formulation and enteral feeding tube risk factors, along with the inherent anatomical and physiological differences, puts the paediatric population at a higher risk of medication administration errors via enteral feeding tubes (EFTs). Pharmaceutical companies developing drug products for the paediatric patient population are required to devise an appropriate formulation strategy and provide data to demonstrate the feasibility of administration through an EFT, yet there are limited guidelines available on evaluation of the administration of new oral paediatric drug products via EFTs. Healthcare professionals also face challenges in preparing and administering medicines through EFTs as few medications are licensed for this route of administration, and additionally, there are no harmonised guidelines on this practice. By thoroughly examining these aspects, the industry can identify specific challenges and requirements, leading to more effective and tailored drug formulations that not only meet the unique needs of paediatric patients but also ensure optimal delivery and efficacy when administered through EFTs. Moreover, a comprehensive understanding of these factors can guide regulatory evaluations and quality assurance processes. However, current literature reveals significant gaps in knowledge regarding some of these factors. There are several neglected areas that require further exploration and deeper understanding. This systematic review provides an overview of the current understanding of these factors and highlights the areas in which more targeted research is required to address the gaps, optimize formulation strategies, and the evaluations needed to demonstrate the feasibility of administration of medication via EFTs to the paediatric population. Furthermore, the understanding of these factors affecting administration of drug products through EFTs could support development of evidence-based recommendations or guidance for pharmaceutical companies to assess administration of new oral paediatric drug products via EFTs and for healthcare professionals to harmonise clinical practice.
口服剂型的肠内给药是吞咽能力受损或胃肠道通道有限的儿童非常理想的治疗方法。然而,药物配方和肠内喂食管危险因素之间复杂的相互作用,以及固有的解剖和生理差异,使儿科人群面临通过肠内喂食管(EFTs)给药错误的更高风险。为儿科患者开发药物的制药公司需要制定适当的配方策略,并提供数据来证明通过EFT给药的可行性,然而,关于通过EFT评估新的口服儿科药物的给药的指导方针有限。医疗保健专业人员在通过eft制备和给药方面也面临挑战,因为很少有药物获得这种给药途径的许可,此外,这种做法没有统一的指导方针。通过彻底检查这些方面,该行业可以确定具体的挑战和要求,从而产生更有效和量身定制的药物配方,不仅满足儿科患者的独特需求,而且确保通过eft给药时的最佳递送和疗效。此外,对这些因素的全面理解可以指导监管评估和质量保证过程。然而,目前的文献揭示了关于这些因素的一些知识的重大差距。有几个被忽视的领域需要进一步探索和深入了解。本系统综述概述了目前对这些因素的理解,并强调了需要进行更有针对性的研究以解决差距、优化配方策略以及需要进行评估以证明通过eft向儿科人群给药的可行性的领域。此外,了解这些影响通过eft给药的因素可以支持制定基于证据的建议或指导,以供制药公司通过eft评估新的口服儿科药品的给药,并为卫生保健专业人员协调临床实践提供支持。
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引用次数: 0
期刊
Advanced drug delivery reviews
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