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Spotlight on Clinical In-Use Parameters for Intravenous Infusion of Therapeutic Antibodies: A Systematic Review. 静脉滴注治疗性抗体的临床使用参数:系统综述。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-01 Epub Date: 2025-10-27 DOI: 10.1007/s11095-025-03949-6
Puja Sharma, Haichen Nie

Intravenous (IV) administration of therapeutic antibodies requires multiple in-use steps to ensure safety, purity and potency before patient administration. This review systematically examines 93 FDA-approved therapeutic antibodies administered via IV infusion, focusing on critical clinical in-use parameters reported in their prescribing information. Key parameters analyzed include storage conditions, drug concentrations, dosing regimens, dilution and diluents, infusion rates, priming and flushing procedures, needle and syringe specifications, IV bag and line materials, infusion filters, pumps, and venous access devices. The statistical analysis of these parameters highlights the most commonly used industry practices, providing a comprehensive reference for formulation scientists designing clinical in-use studies or drafting pharmacy manuals for antibody-based products. Our findings show that saline is the most frequently recommended diluent, though some antibodies recommend alternative diluents such as dextrose solutions or lactated Ringer's solution. Similarly, filters are recommended for 65% of the analyzed drug products, yet variations exist in pore size and material recommendations. Additionally, oncology-related antibodies often require graduated infusion rates to mitigate infusion-related reactions, and 31% of antibodies suggest adjusting infusion rates based on patient tolerance. These findings highlight the need for systematic in-use studies covering various scenarios and clinical settings to establish evidence-based recommendations. Well-designed clinical in-use studies, coupled with well-structured pharmacy manuals that clearly outline in-use preparation steps, enhance clarity, reduce preparation errors, and improve workflow efficiency to ultimately ensure safe and effective IV administration of therapeutic antibodies.

静脉(IV)给药治疗性抗体需要多个使用步骤,以确保患者给药前的安全性、纯度和效力。本综述系统地检查了93种经fda批准通过静脉输注的治疗性抗体,重点关注处方信息中报告的关键临床使用参数。分析的关键参数包括储存条件、药物浓度、给药方案、稀释和稀释剂、输液速率、启动和冲洗程序、针头和注射器规格、静脉输液袋和导管材料、输液过滤器、泵和静脉通路装置。这些参数的统计分析突出了最常用的行业实践,为配方科学家设计临床使用研究或起草基于抗体的产品的药房手册提供了全面的参考。我们的研究结果表明,生理盐水是最常推荐的稀释剂,尽管一些抗体推荐替代稀释剂,如葡萄糖溶液或乳酸林格溶液。同样,65%的分析药品推荐使用过滤器,但孔径和材料推荐存在差异。此外,肿瘤相关抗体通常需要分级输注速率来减轻输注相关反应,31%的抗体建议根据患者耐受性调整输注速率。这些发现突出表明,需要对各种情况和临床环境进行系统的使用中研究,以建立基于证据的建议。设计良好的临床在用研究,加上结构良好的药学手册,清楚地概述了在用制备步骤,提高了清晰度,减少了制备错误,提高了工作流程效率,最终确保治疗性抗体的安全有效的静脉给药。
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引用次数: 0
Novel orally Disintegrating Edible Films with Ursodeoxycholic Acid for the Treatment of Hepatobiliary Diseases in Pediatric Patients. 新型熊去氧胆酸口腔崩解食用膜治疗小儿肝胆疾病
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-01 Epub Date: 2025-10-28 DOI: 10.1007/s11095-025-03938-9
Oriana Boscolo, Sabrina Flor, Camila Olivera, Cecilia Beatriz Dobrecky, Sergio Teves, Ana Maria Rojas, Silvia Lucangioli

Purpose: Ursodeoxycholic acid (UDCA) has low toxicity and restores biochemical parameters in cholestatic preschoolers and children. The edible film is a new dosage form included in USP-NF 2023. The objective was to design edible UDCA films (25 and 50 mg of UDCA/film) for chronic oral administration to pediatric patients.

Methods: Films were developed with mannuronic acid-rich alginate by casting. They were evaluated for 18 months-storage at 25 °C and 33.3% relative humidity (RH).

Results: UDCA powder crystallinity decreased from 75% to 28-32% in UDCA films. Film water content decreased with increasing UDCA dose. Glass transition temperature (Tg) increased from ‒129.15ºC (UDCA powder) to ≈ ‒80ºC for UDCA films (33.3% RH), while 0% RH UDCA powder (80% crystallinity) had not Tg. Film-FTIR spectra demonstrated that UDCA particles were buried or coated by the alginate film network. Films showed homogeneous UDCA distribution, adequate tensile strength, rapid swelling and disintegration (43-58 s), and UDCA content within USP specifications for 18 months.

Conclusions: Amorphous systems like these films can improve solubility and oral bioavailability of poorly water-soluble UDCA. Moreover, flexible alginate films ensure not only UDCA stability but also treatment adherence for pediatric oral simple administration given also the alginate taste-masking properties.

目的:熊去氧胆酸(UDCA)具有低毒作用,能恢复胆汁淤积症学龄前儿童的生化指标。可食用薄膜是USP-NF 2023中纳入的新剂型。目的是设计可食用的UDCA膜(25和50毫克UDCA/膜)用于儿科患者的慢性口服给药。方法:用富甘露醛酸海藻酸酯浇铸显影。在25°C、33.3%相对湿度(RH)条件下保存18个月。结果:UDCA薄膜中UDCA粉末结晶度由75%下降到28-32%。膜含水量随UDCA剂量的增加而降低。UDCA薄膜(33.3% RH)的玻璃化转变温度(Tg)从-129.15℃(UDCA粉末)上升到≈-80℃,而0% RH UDCA粉末(80%结晶度)没有Tg。薄膜- ftir光谱表明,UDCA颗粒被海藻酸盐薄膜网络包裹或掩埋。薄膜UDCA分布均匀,抗拉强度足够,膨胀和解体迅速(43-58秒),UDCA含量在USP标准内18个月。结论:这些非晶态薄膜可以提高水溶性差的UDCA的溶解度和口服生物利用度。此外,由于藻酸盐的掩味特性,柔性藻酸盐薄膜不仅保证了UDCA的稳定性,而且保证了儿科口服简单给药的治疗依从性。
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引用次数: 0
Using Lung Regional Deposition Modeling as Model-Integrated Evidence for Locally Acting Orally Inhaled Drug Products. 使用肺区域沉积模型作为局部作用口服吸入药物的模型集成证据。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-01 Epub Date: 2025-11-06 DOI: 10.1007/s11095-025-03937-w
Ross L Walenga, Steven G Chopski, Jae H Lee, Fenggong Wang, Meng Hu, Andrew H Babiskin, Lanyan Fang, Liang Zhao

Evaluation of drug delivery for locally acting orally inhaled drug products (OIDPs) is challenging because there are no routinely conducted studies that directly quantify drug concentration in specific regions of the human lungs. In vivo regional deposition studies are helpful for understanding region-specific drug delivery to the lungs but are limited by a variety of factors including small population samples, long study duration, and representation of results in two-dimensional rather than three-dimensional frameworks. Lung regional deposition modeling (RDM) can provide useful insights on region-specific drug delivery to the lungs for locally acting OIDPS because it can be used to understand many of the underlying physical processes that influence drug delivery, and it can be used to develop in vitro in vivo correlations. When RDM is combined with in vitro and/or in vivo data that serve as model validation comparators as well as sources for model parameter inputs, and model credibility is established, it may be considered model-integrated evidence (MIE) when it is used to facilitate generic locally acting OIDP development and approval and thereby improve accessibility of OIDPs.

评估局部作用口服吸入药物产品(OIDPs)的药物递送具有挑战性,因为没有常规进行的研究直接量化人体肺部特定区域的药物浓度。体内区域沉积研究有助于了解区域特异性药物给药到肺部,但受到多种因素的限制,包括人口样本小、研究持续时间长、二维而非三维框架的结果表示。肺区域沉积模型(RDM)可以为局部作用的OIDPS提供关于区域特异性药物递送到肺部的有用见解,因为它可以用来了解影响药物递送的许多潜在物理过程,并且可以用于开发体外体内相关性。当RDM与作为模型验证比较和模型参数输入来源的体外和/或体内数据相结合,并建立模型可信度时,可将其视为模型集成证据(MIE),用于促进局部作用的通用OIDP的开发和批准,从而提高OIDP的可及性。
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引用次数: 0
Development and Optimization of Myricetin Loaded Inhalable Microsphere to Treat COPD. 杨梅素可吸入微球治疗慢性阻塞性肺病的研制与优化。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-01 Epub Date: 2025-11-11 DOI: 10.1007/s11095-025-03973-6
Suhas Shivaji Siddheshwar, Darshana Jagtap, Someshwar Dattatraya Mankar, Arti Changdev Ghorpade, Santosh Bhausaheb Dighe, Sanjay Bhawar

Objectives: To develop and optimize myricetin-loaded inhalable microspheres using ionotropic gelation technique for sustained pulmonary delivery in Chronic Obstructive Pulmonary Disease (COPD) treatment.

Methods: Myricetin-loaded microspheres were prepared using varying concentrations of gellan gum and sodium alginate through a 32 full factorial design. Formulations were characterized for physicochemical properties, in vitro release, aerodynamic performance using twin impinger, and stability. The optimized formulation was evaluated for bronchodilatory activity using histamine-induced contraction of goat tracheal chain model and compared with theophylline anhydrous.

Results: The optimized formulation (DF4) exhibited spherical morphology with ideal particle size for pulmonary delivery (7.72 μm), high entrapment efficiency (72.84%), and negative zeta potential ensuring colloidal stability. This formulation demonstrated excellent aerodynamic properties (FPF 31.71%), sustained drug release over 12 h, and remarkable stability over 6 months under both accelerated and real-time storage conditions. The formulation showed significant bronchodilatory activity with 63.47% relaxation at 25 μg/ml, achieving approximately 80.8% efficacy compared to theophylline anhydrous.

Conclusion: The optimized myricetin-loaded inhalable microspheres represent a promising pulmonary delivery system for COPD management, offering advantages of sustained drug release, improved lung deposition, and significant bronchodilatory effect. This formulation holds potential for reducing dosing frequency, enhancing patient compliance, and improving therapeutic outcomes in COPD patients, warranting further in vivo studies before clinical translation.

目的:利用亲离子凝胶技术开发和优化杨梅素负载可吸入微球,用于慢性阻塞性肺疾病(COPD)治疗的持续肺输送。方法:采用32全因子设计,采用不同浓度的结冷胶和海藻酸钠制备杨梅素微球。对制剂的理化性质、体外释放、双冲击空气动力学性能和稳定性进行了表征。采用组胺诱导的山羊气管链收缩模型,并与无水茶碱进行比较,评价优化后制剂的支气管扩张活性。结果:优化后的配方(DF4)呈球形,具有理想的肺输送粒径(7.72 μm),包封效率高(72.84%),zeta电位为负,保证了胶体的稳定性。该制剂在加速和实时储存条件下均表现出优异的空气动力学性能(FPF为31.71%),12 h以上的药物持续释放,6个月以上的稳定性。该制剂在25 μg/ml浓度下具有明显的支气管扩张活性,舒张率为63.47%,与无水茶碱相比,舒张率约为80.8%。结论:优化后的杨梅素负载可吸入微球具有药物缓释、改善肺沉积和显著的支气管扩张作用等优点,是一种很有前景的COPD肺给药系统。该配方具有降低给药频率、增强患者依从性和改善COPD患者治疗结果的潜力,在临床转化之前需要进一步的体内研究。
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引用次数: 0
Improving the CQAs and Lyophilization Process Efficiency of Freeze-dried Monoclonal Antibody Drug Products Using Controlled Ice Nucleation Technology. 控制冰核技术提高单克隆抗体冻干制剂cqa和冻干工艺效率
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-01 Epub Date: 2025-11-05 DOI: 10.1007/s11095-025-03930-3
Yao Chen, Mary Kleppe, Saurav Sharma, Sarah Ingram, Mohammed Shameem, Xiaolin Tang

Purpose: The objective of this research was to explore the application of controlled ice nucleation (CN) technology to enhance the critical quality attributes (CQAs) and manufacturing efficiency of freeze-dried monoclonal antibody (mAb) drug products. The study aimed to address challenges associated with conventional freeze-drying process, such as low supercooling temperatures and inhomogeneous ice nucleation temperatures, and to evaluate whether CN could improve product quality, and the overall efficiency of the lyophilization process.

Methods: Various mAb drug products were manufactured using three different lyophilization methods during the freezing step, including conventional, annealing, and CN. The CQAs of the drug products were assessed, including residual moisture content, reconstitution time, product appearance, microscopic morphology, specific surface area, protein purity, charge variance, and sub-visible particulates. Comparative analyses were conducted to evaluate the impact of the CN on product quality and process efficiency.

Results: CN demonstrated significant improvements in product appearance, uniformity, reconstitution properties, and stability. It notably reduced the primary drying time, enhancing the overall efficiency of the freeze-drying process. Furthermore, the CN method produced lyophilized drug products with consistent cake appearance, improved quality, and enhanced stability, ensuring therapeutic efficacy and patient safety.

Conclusions: CN technology represents a major advancement in pharmaceutical manufacturing. The implementation of CN has the potential to improve the CQAs of drug products, optimize the lyophilization process, reduce operational costs, and increase production throughput. These findings underscore the importance of adopting innovative technologies like CN to meet the growing demand for high-quality and efficient biopharmaceutical production.

目的:探讨控制冰核(CN)技术在提高单克隆抗体(mAb)冻干药品关键质量属性(cqa)和生产效率中的应用。该研究旨在解决与传统冷冻干燥工艺相关的挑战,如低过冷温度和不均匀冰核温度,并评估CN是否可以提高产品质量,以及冻干过程的整体效率。方法:在冷冻过程中,采用常规、退火和CN三种不同的冻干方法制备各种单抗药物制品。评估药品的cqa,包括残留水分含量、重构时间、产品外观、微观形貌、比表面积、蛋白质纯度、电荷变化和亚可见颗粒。对比分析了CN对产品质量和工艺效率的影响。结果:CN在产品外观、均匀性、重构性能和稳定性方面有显著改善。它显著缩短了一次干燥时间,提高了冷冻干燥过程的整体效率。此外,CN法生产的冻干药品饼状外观一致,质量提高,稳定性增强,保证了治疗效果和患者安全。结论:CN技术代表了药品制造的重大进步。CN的实施有可能改善药品的cqa,优化冻干工艺,降低运营成本,提高生产吞吐量。这些发现强调了采用像CN这样的创新技术来满足对高质量和高效生物制药生产日益增长的需求的重要性。
{"title":"Improving the CQAs and Lyophilization Process Efficiency of Freeze-dried Monoclonal Antibody Drug Products Using Controlled Ice Nucleation Technology.","authors":"Yao Chen, Mary Kleppe, Saurav Sharma, Sarah Ingram, Mohammed Shameem, Xiaolin Tang","doi":"10.1007/s11095-025-03930-3","DOIUrl":"10.1007/s11095-025-03930-3","url":null,"abstract":"<p><strong>Purpose: </strong>The objective of this research was to explore the application of controlled ice nucleation (CN) technology to enhance the critical quality attributes (CQAs) and manufacturing efficiency of freeze-dried monoclonal antibody (mAb) drug products. The study aimed to address challenges associated with conventional freeze-drying process, such as low supercooling temperatures and inhomogeneous ice nucleation temperatures, and to evaluate whether CN could improve product quality, and the overall efficiency of the lyophilization process.</p><p><strong>Methods: </strong>Various mAb drug products were manufactured using three different lyophilization methods during the freezing step, including conventional, annealing, and CN. The CQAs of the drug products were assessed, including residual moisture content, reconstitution time, product appearance, microscopic morphology, specific surface area, protein purity, charge variance, and sub-visible particulates. Comparative analyses were conducted to evaluate the impact of the CN on product quality and process efficiency.</p><p><strong>Results: </strong>CN demonstrated significant improvements in product appearance, uniformity, reconstitution properties, and stability. It notably reduced the primary drying time, enhancing the overall efficiency of the freeze-drying process. Furthermore, the CN method produced lyophilized drug products with consistent cake appearance, improved quality, and enhanced stability, ensuring therapeutic efficacy and patient safety.</p><p><strong>Conclusions: </strong>CN technology represents a major advancement in pharmaceutical manufacturing. The implementation of CN has the potential to improve the CQAs of drug products, optimize the lyophilization process, reduce operational costs, and increase production throughput. These findings underscore the importance of adopting innovative technologies like CN to meet the growing demand for high-quality and efficient biopharmaceutical production.</p>","PeriodicalId":20027,"journal":{"name":"Pharmaceutical Research","volume":" ","pages":"2111-2124"},"PeriodicalIF":4.3,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145452572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A Comprehensive Design-to-skin Pipeline to Fabricate Polymeric Microneedles Using Ultrahigh-resolution 3D Printing. 使用超高分辨率3D打印制造聚合物微针的综合设计到皮肤管道。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-01 Epub Date: 2025-11-11 DOI: 10.1007/s11095-025-03936-x
Francesco La Malfa, Isabella A van Hulst, Ferry Ossendorp, Urs Staufer, Koen van der Maaden

Objective: Microneedle technologies have emerged as a promising approach to improve intradermal drug delivery. This study presents a comprehensive workflow for fabricating polymeric microneedle arrays utilising ultrahigh-resolution 3-dimensional (3D) printing and silicone mould fabrication.

Methods: In this work, an extensive toolbox with over 75 distinct microneedle designs was created and sequentially fabricated from acryl using our workflow based on ultrahigh-resolution 3D printing.

Results: The microneedle design parameters included obelisk and cone-like shapes, various lengths, base and tip diameters, and different densities. We systematically assessed the optimal design parameters for effective penetration of ex vivo human skin explants.

Conclusion: Our workflow, combined with application in an ex vivo human skin model, allows systematic comparison of multiple microneedle design parameters for efficacy. This work demonstrates the potential of this systematic modelling and ultrahigh-resolution 3D printing approach to optimize microneedles for intradermal biomedical applications, including therapeutic cancer vaccination.

目的:微针技术已成为改善皮内给药的一种有前途的方法。本研究提出了利用超高分辨率三维(3D)打印和硅树脂模具制造制造聚合物微针阵列的综合工作流程。方法:在这项工作中,使用我们基于超高分辨率3D打印的工作流程,创建了一个包含超过75种不同微针设计的广泛工具箱,并按顺序从丙烯基制造。结果:微针的设计参数包括方尖碑和锥形、不同长度、不同基部和尖端直径、不同密度。我们系统地评估了有效穿透离体人体皮肤外植体的最佳设计参数。结论:我们的工作流程,结合在离体人体皮肤模型中的应用,可以系统地比较多种微针设计参数的功效。这项工作证明了这种系统建模和超高分辨率3D打印方法的潜力,可以优化皮内生物医学应用的微针,包括治疗性癌症疫苗接种。
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引用次数: 0
Silver Nanoclay Human Albumin Serum Composite Electrochemical Biosensor for Quantification of Zidovudine in Tablets. 纳米银粘土人白蛋白血清复合电化学生物传感器定量测定齐多夫定片剂中的含量。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-01 Epub Date: 2025-11-11 DOI: 10.1007/s11095-025-03954-9
Sapokazi Timakwe, Mangaka C Matoetoe

Objective: This work aims to develop an electrochemical biosensor for the analysis of zidovudine (ZDV) in commercial tablets.

Method: The biosensor utilised silver nanoclay composites (AgNCs) together with drop-coated Human Serum Albumin (HSA) on a glassy carbon electrode (GCE/AgNCs/HSA). The electrochemical properties of the GCE/AgNCs/HSA were studied using cyclic voltammetry (CV) and analysed using the Randles-Sevcik equation. Procedurally, optimised differential pulse voltammetry (DPV) technique in 1 M PBS, pH 7.04, was used to determine analytical parameters of the methods, validation, and study of commercial tablets.

Results: The optimum procedural conditions used were -0.4 V to -1 V potential range, 0.0405 V step potential, 0.075 V modulation amplitude, 0.01 s modulation time, and 0.25 s interval time. GCE/AgNCs/HSA film's electrochemical properties obtained were a diffusion coefficient (D) of 1.55 × 10-11 cm2.s-1, a heterogeneous rate constant (Ks) of 3.40 × 10-6 cm.s-1, with two electrons. The calibration graph linear range was from 0.12 to 6.98 μM with a low limit of detection (LOD) of 0.3 μM, and 1.0 μM limit of quantification (LOQ). Method validation showed an acceptable %RSD for reproducibility and repeatability. The sensor was stable over 10 days and remained unaffected by the presence of the interferences studied. The commercial study of 300 mg commercial tablets was found to be 301.3 mg with 1.9% RSD, which is in agreement with the tablet's stated amount.

Conclusion: The development of the GCE/AgNCs/HSA biosensor was successful and efficiently used to quantify ZDV in tablets.

目的:建立一种电化学生物传感器,用于齐多夫定(ZDV)的分析。方法:将银纳米粘土复合材料(AgNCs)与滴涂人血清白蛋白(HSA)结合在玻璃碳电极(GCE/AgNCs/HSA)上。采用循环伏安法(CV)研究了GCE/AgNCs/HSA的电化学性能,并用Randles-Sevcik方程对其进行了分析。程序上,采用优化的差分脉冲伏安法(DPV)技术,在1 M PBS, pH 7.04中确定方法的分析参数,验证并研究了商品片剂。结果:最佳工艺条件为-0.4 V ~ -1 V电势范围、0.0405 V阶跃电势、0.075 V调制幅度、0.01 s调制时间、0.25 s间隔时间。得到的GCE/AgNCs/HSA膜的电化学性能为扩散系数(D)为1.55 × 10-11 cm2。s-1,具有两个电子的非均相速率常数(Ks)为3.40 × 10-6 cm - s-1。标定图线性范围为0.12 ~ 6.98 μM,检测下限为0.3 μM,定量限为1.0 μM。方法验证显示再现性和重复性具有可接受的%RSD。该传感器在10天内保持稳定,不受所研究干扰的影响。300毫克商业片剂的商业研究发现301.3毫克,RSD为1.9%,这与片剂的标示量一致。结论:GCE/AgNCs/HSA生物传感器的建立是成功的,可用于片剂中ZDV的定量测定。
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引用次数: 0
Changes in the Fraction Metabolized in Children Younger than Four Years; When is Clearance Scaling for the Dominant Elimination Route in Adults Appropriate? 4岁以下儿童代谢分数的变化什么时候对成人的主要清除途径进行清除率分级比较合适?
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-10-14 DOI: 10.1007/s11095-025-03948-7
Anne van Rongen, Robbin Grijseels, Elisa A M Calvier, Karel Allegaert, Catherijne A J Knibbe, Elke H J Krekels

Introduction: A common approach to scaling clearance from adults to children is to apply a maturation function for the dominant elimination pathway in adults. We investigate for drugs mainly cleared through hepatic metabolism, how the fraction metabolized changes and whether this pathway remains dominant in young children.

Methods: A physiologically-based pharmacokinetic workflow was developed investigating 460 hypothetical drugs that were for 90% or 70% cleared through hepatic metabolism in adults with remaining clearance through glomerular filtration. Their unbound drug fractions were between 1 and 99% and they were metabolized by isoenzymes with different maturation patterns. Absolute and relative clearance through hepatic metabolism was calculated in a typical adult and seven typical pediatric individuals younger than 4 years.

Results: When hepatic metabolism comprises 90% of total plasma clearance in adults, it tends to remain the dominant elimination route throughout childhood for substrates of all isoenzymes, except for substrates of CYP2A6, UGT1A1, and UGT2B7. However, when hepatic metabolism comprises 70% of the total plasma clearance in adults, hepatic metabolism will not remain dominant for at least part of the pediatric age-range for substrates of many enzymes, except for substrates of CYP2C8, CYP2C9, and SULT1A1.

Conclusion: This study identified scenarios in which hepatic metabolism cannot be assumed to remain dominant in children younger than 4 years, when it is the dominant elimination route in adults. In these scenarios, scaling for the dominant clearance route in adults will yield underprediction of total plasma clearance and the contribution of alternative routes needs to be considered.

从成人到儿童清除的一种常见方法是对成人的显性消除途径应用成熟函数。我们研究了主要通过肝脏代谢清除的药物,代谢部分如何变化,以及这一途径在幼儿中是否仍然占主导地位。方法:建立了一个基于生理的药代动力学工作流程,研究了460种假设的药物,这些药物通过成人肝脏代谢清除90%或70%,剩余的清除通过肾小球滤过。它们的未结合药物含量在1% ~ 99%之间,它们被不同成熟模式的同工酶代谢。计算了1例典型成人和7例4岁以下典型儿童通过肝脏代谢的绝对清除率和相对清除率。结果:当肝脏代谢占成人总血浆清除率的90%时,除了CYP2A6、UGT1A1和UGT2B7的底物外,它在整个童年时期仍然是所有同工酶底物的主要清除途径。然而,当肝脏代谢占成人总血浆清除率的70%时,除了CYP2C8、CYP2C9和SULT1A1的底物外,肝脏代谢将不会在至少部分儿童年龄范围内保持主导地位。结论:本研究确定的情况是,当肝代谢是成人的主要消除途径时,不能假设肝代谢在4岁以下儿童中仍然占主导地位。在这些情况下,对成人中主要清除途径的比例调整将导致对总血浆清除率的低估,需要考虑其他途径的贡献。
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引用次数: 0
DeepSeek-LLM with Adaptive RAG for Pharmaceutical Dissolution Prediction. 基于自适应RAG的DeepSeek-LLM药物溶出度预测
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-10-08 DOI: 10.1007/s11095-025-03932-1
Leqi Lin, Xingyu Zhou, Kaiyuan Yang, Yang Liu, Xizhong Chen

Purpose: This work aims to accelerate and enhance pharmaceutical drug dissolution prediction by integrating advanced Large Language Models (LLMs) and AI-diffusion models to reduce reliance on time-consuming, costly empirical experiments. The framework sets a foundation for broader adoption of generative AI in drug development.

Methods: This work introduces a DeepSeek based LLM framework augmented by prompt engineering (zero-shot, few-shot, chain-of-thought) and adaptive weighted retrieval-augmented generation (RAG) to systematize dissolution profile from basic physical properties. Moreover, a diffusion model synthesizes SEM-derived morphological parameters (e.g., particle size, surface area), circumventing error accumulation from multi-instrument characterization workflows. These parameters feed the RAG database, enabling LLM predictions grounded in structure-performance relationships rather than idealized assumptions.

Results: Overall, the LLM generated dissolution profile (few-shot chain-of-thought with RAG) provides a good agreement between experimental and the prediction result among others. Sensitivity analysis is investigated to quantify the reliability and stability of the prompt content. Additionally, diffusion-generated structural data from SEM images combined with the LLM's predictive capabilities are tested to connect macro-scale physical properties with microstructural characteristics, achieving a close profile trend with acceptable RMSE and PCC.

Conclusions: This study demonstrates the potential of the DeepSeek-based LLM framework to describe the dissolution of drug powders. Among the different system prompt strategies, few-shot chain-of-thought with RAG performs the best dissolution profile among others. While it may overcomplicate straightforward tasks in certain scenarios. The combination of diffusion models successfully bridges AI-driven insights (e.g., dissolution predictions) with physical and structural drug properties (e.g., particle geometry from SEM images).

目的:本工作旨在通过整合先进的大语言模型(LLMs)和人工智能扩散模型来加速和增强药物溶出度预测,以减少对耗时、昂贵的实证实验的依赖。该框架为在药物开发中更广泛地采用生成式人工智能奠定了基础。方法:本工作引入了基于DeepSeek的LLM框架,通过快速工程(零弹、少弹、思维链)和自适应加权检索增强生成(RAG)来从基本物理性质系统化溶解谱。此外,扩散模型综合了sem衍生的形态参数(例如,粒度,表面积),避免了多仪器表征工作流程的误差积累。这些参数提供给RAG数据库,使LLM预测基于结构-性能关系,而不是理想化的假设。结果:总体而言,LLM生成的溶出曲线(用RAG生成的少弹链)在实验结果和预测结果之间具有较好的一致性。通过敏感性分析来量化提示内容的可靠性和稳定性。此外,从SEM图像中获得的扩散生成的结构数据结合LLM的预测能力进行了测试,将宏观物理性质与微观结构特征联系起来,获得了具有可接受的RMSE和PCC的接近剖面趋势。结论:本研究证明了基于deepseek的LLM框架在描述药物粉末溶解方面的潜力。在不同的系统提示策略中,使用RAG的短时间思维链在其他策略中表现最好。虽然在某些情况下,它可能会使简单的任务过于复杂。扩散模型的结合成功地将人工智能驱动的见解(例如,溶解预测)与药物的物理和结构特性(例如,SEM图像中的颗粒几何形状)连接起来。
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引用次数: 0
Preclinical Evaluation of AAV8-R338L Gene Therapy for Hemophilia: Efficacy, Pharmacokinetics, Distribution, Excretion and Toxicity in Mouse Models and Non-human Primates. AAV8-R338L基因治疗血友病的临床前评估:在小鼠模型和非人灵长类动物中的疗效、药代动力学、分布、排泄和毒性
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-10-10 DOI: 10.1007/s11095-025-03918-z
Dehu Dou, Jing Lu, Deli Li, Fengxia He, Xi Zhu, Xuefeng Zhang, Xijing Chen

Background: VGB-R04, an investigational gene therapy employs an engineered AAV8 capsid-based vector to deliver a liver-specific expression cassette encoding the high-activity FIX Padua variant (R338L) of human coagulation factor IX for Hemophilia B. The pharmacodynamics, Pharmacokinetic, immunogenicity and safety of VGB-R04 needs to be evaluated for non-clinical research.

Methods: The pharmacodynamics, Pharmacokinetic, immunogenicity and safety study of VGB-R04 via intravenous injection in mice and cynomolgus monkeys were conducted to support an investigational new drug (IND) application. The endpoints included pharmacodynamic biomarkers, in-life measurements. Anti-AAV8 neutralizing antibodies and anti-hFIX Padua protein antibody test, viral shedding, and tissue bio-distribution were analyzed.

Results: The peak concentration was noted one hour after injection, subsequently exhibiting a distinct decline over time. The elimination rate of target genes in mouse blood exceeded that in cynomolgus monkeys. The concentration in liver tissues was indicating distinct liver tissue tropism. The elimination rate of target genes in mouse liver exceeded that in cynomolgus monkeys. The plasma concentration of hFIX Padua protein exhibited a dose-dependent elevation in mice. Cynomolgus monkeys exhibited significant elevation in plasma concentrations of hFIX Padua protein at 4 × 1013 vg/kg. Anti-AAV8 neutralizing antibodies can be detected in both species, but no antibodies against anti-hFIX Padua were seen in mice. The NOAEL were 8 × 1012 vg/kg in mice and 4 × 1013 vg/kg in monkeys.

Conclusion: The studies demonstrated the pharmacodynamic advantages, pharmacokinetic profile with target distribution and potential safety of VGB-R04 in mice and cynomolgus monkeys after a single administration. The results support the gene therapy for future clinical studies.

背景:VGB-R04是一种研究性基因疗法,采用基于AAV8衣壳的工程载体,传递一种肝脏特异性表达盒,编码b型血友病人凝血因子IX的高活性FIX Padua变体(R338L)。VGB-R04的药效学、药代动力学、免疫原性和安全性需要在非临床研究中进行评估。方法:通过小鼠和食蟹猴静脉注射VGB-R04的药效学、药动学、免疫原性和安全性研究,为其在研新药(IND)的申请提供依据。终点包括药效学生物标志物,生命中测量。分析抗aav8中和抗体和抗hfix Padua蛋白抗体检测、病毒脱落和组织生物分布。结果:注射后1小时浓度达到峰值,随后随时间明显下降。小鼠血液中靶基因的清除率超过食蟹猴。肝组织浓度显示明显的肝组织趋向性。小鼠肝脏中靶基因的清除率高于食蟹猴。小鼠血浆hFIX Padua蛋白浓度呈剂量依赖性升高。食食猴血浆hFIX Padua蛋白浓度显著升高,达到4 × 1013 vg/kg。抗aav8中和抗体在两种小鼠中均可检测到,但在小鼠中未见抗hfix Padua的抗体。小鼠NOAEL为8 × 1012 vg/kg,猴子NOAEL为4 × 1013 vg/kg。结论:VGB-R04在小鼠和食蟹猴体内单次给药具有药效优势、具有靶分布的药动学特征和潜在的安全性。这一结果为今后的临床研究提供了支持。
{"title":"Preclinical Evaluation of AAV8-R338L Gene Therapy for Hemophilia: Efficacy, Pharmacokinetics, Distribution, Excretion and Toxicity in Mouse Models and Non-human Primates.","authors":"Dehu Dou, Jing Lu, Deli Li, Fengxia He, Xi Zhu, Xuefeng Zhang, Xijing Chen","doi":"10.1007/s11095-025-03918-z","DOIUrl":"10.1007/s11095-025-03918-z","url":null,"abstract":"<p><strong>Background: </strong>VGB-R04, an investigational gene therapy employs an engineered AAV8 capsid-based vector to deliver a liver-specific expression cassette encoding the high-activity FIX Padua variant (R338L) of human coagulation factor IX for Hemophilia B. The pharmacodynamics, Pharmacokinetic, immunogenicity and safety of VGB-R04 needs to be evaluated for non-clinical research.</p><p><strong>Methods: </strong>The pharmacodynamics, Pharmacokinetic, immunogenicity and safety study of VGB-R04 via intravenous injection in mice and cynomolgus monkeys were conducted to support an investigational new drug (IND) application. The endpoints included pharmacodynamic biomarkers, in-life measurements. Anti-AAV8 neutralizing antibodies and anti-hFIX Padua protein antibody test, viral shedding, and tissue bio-distribution were analyzed.</p><p><strong>Results: </strong>The peak concentration was noted one hour after injection, subsequently exhibiting a distinct decline over time. The elimination rate of target genes in mouse blood exceeded that in cynomolgus monkeys. The concentration in liver tissues was indicating distinct liver tissue tropism. The elimination rate of target genes in mouse liver exceeded that in cynomolgus monkeys. The plasma concentration of hFIX Padua protein exhibited a dose-dependent elevation in mice. Cynomolgus monkeys exhibited significant elevation in plasma concentrations of hFIX Padua protein at 4 × 10<sup>13</sup> vg/kg. Anti-AAV8 neutralizing antibodies can be detected in both species, but no antibodies against anti-hFIX Padua were seen in mice. The NOAEL were 8 × 10<sup>12</sup> vg/kg in mice and 4 × 10<sup>13</sup> vg/kg in monkeys.</p><p><strong>Conclusion: </strong>The studies demonstrated the pharmacodynamic advantages, pharmacokinetic profile with target distribution and potential safety of VGB-R04 in mice and cynomolgus monkeys after a single administration. The results support the gene therapy for future clinical studies.</p>","PeriodicalId":20027,"journal":{"name":"Pharmaceutical Research","volume":" ","pages":"1717-1732"},"PeriodicalIF":4.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145275559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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Pharmaceutical Research
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