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A Hybrid Nano-ODT Platform: Merging Freeze-Drying and Nanosuspension Technologies to Overcome Loratadine’s Dissolution Limitation 混合纳米odt平台:结合冷冻干燥和纳米悬浮液技术克服氯雷他定溶出限制
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-09 DOI: 10.1007/s12247-026-11089-6
Azin Jahangiri, Mahdi Varmazyar, Shahram Emami, Ali Nokhodchi

Purpose

Loratadine, a Biopharmaceutics Classification System (BCS) Class II antihistamine, exhibits dissolution-limited oral delivery due to poor aqueous solubility. This study aimed to develop a hybrid orodispersible tablet (ODT) platform by incorporating a loratadine nanosuspension into a freeze-dried porous matrix to enhance early in vitro dissolution performance.

Methods

A loratadine nanosuspension was prepared using a modified solvent–antisolvent precipitation method combined with high-shear homogenization and characterized for particle size distribution and zeta potential. Conventional ODTs containing raw loratadine and Nano-ODTs incorporating the nanosuspension were prepared using the same mannitol-based freeze-dried matrix. The formulations were evaluated by FTIR, DSC, SEM, disintegration testing, and in vitro dissolution studies.

Results

The pre-lyophilization nanosuspension showed a Z-average diameter of 148.3 nm, PDI of 0.609, and zeta potential of − 26.5 mV. FTIR and DSC analyses indicated compatibility of formulation components and differences in thermal behavior among the formulations. The Nano-ODT exhibited rapid disintegration and higher early loratadine release compared with the conventional ODT under the selected dissolution conditions.

Conclusion

The developed hybrid Nano-ODT platform successfully combined nanosuspension technology with a freeze-dried porous matrix, resulting in improved early in vitro dissolution performance compared with the conventional ODT. These findings support the potential of this approach for improving dissolution-limited delivery of poorly soluble drugs.

目的:氯雷他定是生物制药分类系统(BCS)ⅱ类抗组胺药,由于其水溶性较差,口服给药具有溶出性限制。本研究旨在通过将氯雷他定纳米混悬液掺入冻干多孔基质中,建立一种混合或分散片(ODT)平台,以提高其体外早期溶出性能。方法采用高剪切均质相结合的改进溶剂-抗溶剂沉淀法制备氯雷他定纳米混悬液,并对其粒径分布和zeta电位进行表征。采用相同的甘露醇基冻干基质制备了含有原始氯雷他定的常规odt和含有纳米混悬液的纳米odt。通过FTIR, DSC, SEM,崩解试验和体外溶出度研究对配方进行了评价。结果冻干前纳米悬浮液的z -平均直径为148.3 nm, PDI为0.609,zeta电位为- 26.5 mV。FTIR和DSC分析表明了配方组分的相容性和配方间热行为的差异。在所选择的溶出条件下,与常规ODT相比,纳米ODT崩解速度快,氯雷他定早期释放量高。结论所建立的混合纳米ODT平台成功地将纳米悬浮液技术与冻干多孔基质相结合,与常规ODT相比,其体外早期溶出性能有所提高。这些发现支持了这种方法在改善难溶性药物的溶出限制递送方面的潜力。
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引用次数: 0
Multi-component Monitoring of CHO Cell Culture Processes Using Benchtop NMR Spectroscopy Combined with Machine Learning 使用台式核磁共振波谱结合机器学习的CHO细胞培养过程的多组分监测
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-09 DOI: 10.1007/s12247-026-11120-w
Yingting Shi, Kerui Fang, Sijun Wu, Yuxiang Wan, Jianyang Pan, Haibin Qu

Purpose

Monitoring of complex bioprocesses is critical for ensuring product quality in biopharmaceutical manufacturing. This study systematically evaluates the potential of benchtop 1H NMR (80 MHz) combined with machine learning as a robust process analytical technology (PAT) tool for bioprocess monitoring.

Methods

A total of 128 samples from eight industrial-scale (1,500 L) CHO-K1 cell culture batches producing Trastuzumab biosimilar were analyzed to acquire both 80 MHz and 600 MHz 1H NMR spectra. Six batches served as training set and two batches as test set. Lasso, Ridge, PLS, and LightGBM models were built with 5-fold cross-validation to predict 36 metabolites, six metal ions, viable cell density (VCD), viability, and antibody titer.

Results

Lasso and PLS models achieved excellent predictions for 36 metabolites (R2 > 0.90, RPD > 3.3) using 80 MHz NMR, comparable to 600 MHz results. Furthermore, our framework enabled the indirect monitoring of indicators that are not directly detectable by 1H NMR under our experimental conditions, including antibody titer, VCD, and metal ions, by leveraging biological correlations. Notably, the 80 MHz Lasso model outperformed its 600 MHz counterpart in predicting antibody titers on the test set (R2 = 0.959), benefiting from reduced data complexity in small-sample modeling. Feature importance analysis revealed that the Lasso models captured chemically meaningful signals aligning with standard metabolite peak positions.

Conclusion

Benchtop NMR coupled with Lasso regression provides a low-cost, information-rich, and interpretable at-line monitoring tool for industrial CHO cell cultures. This approach is particularly advantageous for small-sample scenarios and supports multi-parameter process fingerprinting in biopharmaceutical manufacturing.

目的在生物制药生产过程中,对复杂的生物工艺过程进行监测是保证产品质量的关键。本研究系统地评估了台式1H NMR (80 MHz)结合机器学习作为生物过程监测的强大过程分析技术(PAT)工具的潜力。方法对8批生产曲妥珠单抗生物仿制药的工业规模(1500 L) CHO-K1细胞培养的128个样品进行分析,获得80 MHz和600 MHz的1H NMR谱。6批作为训练集,2批作为测试集。建立Lasso、Ridge、PLS和LightGBM模型,并进行5倍交叉验证,预测36种代谢物、6种金属离子、活细胞密度(VCD)、活力和抗体滴度。结果slasso和PLS模型使用80 MHz NMR对36种代谢物(R2 > 0.90, RPD > 3.3)实现了极好的预测,与600 MHz的结果相当。此外,通过利用生物相关性,我们的框架能够间接监测在我们的实验条件下1H NMR不能直接检测到的指标,包括抗体滴度、VCD和金属离子。值得注意的是,在测试集上,80 MHz Lasso模型在预测抗体滴度方面优于600 MHz模型(R2 = 0.959),这得益于小样本建模降低了数据复杂性。特征重要性分析表明,Lasso模型捕获了与标准代谢物峰位置一致的化学意义信号。结论:台式核磁共振结合Lasso回归为工业CHO细胞培养提供了一种低成本、信息丰富、可解释的在线监测工具。这种方法对于小样本场景特别有利,并支持生物制药制造中的多参数过程指纹识别。
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引用次数: 0
Design and Evaluation of Netarsudil-Loaded Micelles Integrated within a Thermosensitive in situ Gel for the Treatment of Glaucoma 用于治疗青光眼的热敏原位凝胶中奈他地尔负载胶束的设计和评价
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-09 DOI: 10.1007/s12247-026-11101-z
Shrestha Dubey, Vamika Khanna, Kalyani Barve, Kavita Singh

Background

Glaucoma is recognized as the leading cause of irreversible blindness worldwide, primarily due to the excessive rise of intraocular pressure (IOP). Increased IOP can harm optic nerve function through mechanical impacts and reduced blood flow. Conventional antiglaucoma drugs such as beta-blockers, carbonic anhydrase inhibitors and miotics have reduced preference due to local adverse effects and suboptimal IOP reduction. Traditional formulations have the drawback of poor bioavailability due to ocular barriers, accompanied by poor adherence.

Methods

This study focuses on the development of micellar systems by the thin film hydration method as drug vehicles to enhance ocular bioavailability for the management of glaucoma. Netarsudil-loaded micelles were loaded into temperature-sensitive in situ gels to further extend precorneal retention of the drug. The micelles were evaluated in terms of vesicle size, morphology, surface charge, pH and encapsulation efficiency.

Results

The optimized micelles, comprising poloxamer 407 (P407), displayed a particle size of 95.9 ± 4.826 nm, a zeta potential of -20.5 mV ± 2.506, PDI of 2.691 ± 0.0362 and an encapsulation efficiency of 66.4 ± 9.526%. Gelation studies indicated gelation at 37 °C for the developed formulation consisting of gellan gum and P407 in the ratio 1:3. The formed gels displayed a sustained in vitro release pattern. In vivo animal studies, notably on rabbit models, showcased sustained reduction in IOP compared to conventional formulations, extending therapeutic efficacy and duration of action.

Conclusion

Hence, the developed temperature-stimulated micellar gelling system showed potential as a promising carrier for ophthalmic drug delivery and for improved management of glaucoma.

Graphical Abstract

青光眼是世界范围内公认的不可逆失明的主要原因,主要是由于眼压(IOP)的过度升高。IOP升高可通过机械冲击和血流量减少损害视神经功能。传统的抗青光眼药物,如-受体阻滞剂、碳酸酐酶抑制剂和仿生药物,由于局部不良反应和眼压降低不理想,首选性降低。传统制剂的缺点是由于眼屏障导致生物利用度差,并伴有粘附性差。方法采用薄膜水合法制备胶束系统作为药物载体,提高青光眼的生物利用度。负载netarsdil的胶束被加载到温度敏感的原位凝胶中,以进一步延长药物在角膜前的保留。从囊泡大小、形态、表面电荷、pH值和包封效率等方面对胶束进行了评价。结果优选的波洛沙姆407 (P407)胶束粒径为95.9±4.826 nm, zeta电位为-20.5 mV±2.506,PDI为2.691±0.0362,包封效率为66.4±9.526%。凝胶研究表明,由结冷胶和P407组成的开发配方以1:3的比例在37°C下凝胶化。形成的凝胶显示出持续的体外释放模式。体内动物研究,特别是在兔子模型上,显示出与传统配方相比,IOP持续降低,延长了治疗效果和作用时间。结论所建立的温度刺激胶束胶凝系统是一种有潜力的眼科药物输送载体,可用于改善青光眼的治疗。图形抽象
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引用次数: 0
Development and Comparative Evaluation of Benzoyl Peroxide-Loaded Polymeric Micelles Prepared by Thin-Film Hydration and Nanoprecipitation Methods for Acne Treatment 薄膜水合和纳米沉淀法制备的负载过氧化苯甲酰聚合物胶束治疗痤疮的研制及比较评价
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-09 DOI: 10.1007/s12247-026-11069-w
Sena Erbaş Somuncu, Emre Şefik Çağlar, Ayşegül Yoltaş, Ayşenur Bilgehan, Hande Sipahi, Neslihan Üstündağ Okur

Purpose

This study aimed to develop and compare benzoyl peroxide (BPO)-loaded polymeric micelle formulations prepared via thin-film hydration (FT-BPO) and nanoprecipitation (FN-BPO) methods as potential topical carriers for acne vulgaris treatment.

Methods

Pluronic F127 and F68 were utilized as amphiphilic polymers, with the addition of sodium alginate and chitosan oligosaccharide lactate to enhance stability and antimicrobial efficacy. The formulations were characterized in terms of particle size, polydispersity index (PDI), zeta potential, encapsulation efficiency, physicochemical properties, stability, in vitro release, ex vivo permeation and skin retention, sprayability, and antimicrobial activity.

Results

The optimized FT and FN formulations exhibited particle sizes of 262.4 ± 15.5 nm and 355.2 ± 11.4 nm, respectively, with PDI values below 0.5 indicating homogeneous dispersions. The zeta potential shifted positively upon chitosan addition, supporting colloidal stability. The encapsulation efficiencies were above 89% for both formulations. In vitro release studies demonstrated higher cumulative release from FT-BPO compared to FN-BPO, whereas ex vivo studies revealed greater skin retention for FT-BPO and a slightly higher 24-h cumulative permeated amount (Qn) for FN-BPO, although both micellar formulations showed lower steady-state flux than free BPO. Sprayability assessments indicated wider spray distribution for FN formulations. Antimicrobial testing against Staphylococcus aureus showed larger inhibition zones with the FN formulation compared to commercial products. Stability studies highlighted better physicochemical stability of FT formulation under various storage conditions.

Conclusion

These findings suggest that both preparation methods yield effective BPO-loaded micellar systems with distinct release and permeation profiles, offering promising platforms for improved topical acne therapy.

目的研究并比较通过薄膜水化(FT-BPO)和纳米沉淀法(FN-BPO)制备的负载过氧化苯甲酰(BPO)的聚合物胶束制剂作为治疗寻常性痤疮的潜在外用载体。方法以spluronic F127和F68为两亲性聚合物,添加海藻酸钠和乳酸壳聚糖增强其稳定性和抗菌效果。从粒径、多分散性指数(PDI)、zeta电位、包封效率、理化性质、稳定性、体外释放、体外透性、皮肤滞留性、喷雾性和抗菌活性等方面对制剂进行了表征。结果优化后的FT和FN的粒径分别为262.4±15.5 nm和355.2±11.4 nm, PDI值小于0.5,表明其分散均匀。加入壳聚糖后,zeta电位正向移动,支持胶体稳定性。两种配方的包封效率均在89%以上。体外释放研究表明,与游离BPO相比,FT-BPO的累积释放量更高,而离体研究显示,FT-BPO的皮肤保留率更高,FN-BPO的24小时累积渗透量(Qn)略高,尽管两种胶束制剂的稳态通量都低于游离BPO。喷雾性评估表明FN制剂的喷雾分布更广。对金黄色葡萄球菌的抗菌试验表明,与商业产品相比,FN配方具有更大的抑制区。稳定性研究表明,FT配方在不同的储存条件下具有较好的物理化学稳定性。结论两种制备方法均可获得有效的bpo负载胶束系统,其释放和渗透特性不同,为改善局部痤疮治疗提供了有希望的平台。
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引用次数: 0
Translating Formulation and Process Robustness into Lifecycle Manufacturing Evidence: A Structured Framework for Evidence Qualification and Decision Routing 将配方和过程鲁棒性转化为生命周期制造证据:证据鉴定和决策路径的结构化框架
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-09 DOI: 10.1007/s12247-026-11093-w
Yoseok Park

Purpose

Formulation and process robustness are central to pharmaceutical development and commercial manufacturing, but development knowledge, monitoring signals, and routine records do not automatically become lifecycle manufacturing evidence. This study developed a structured framework for evidence qualification and decision routing across manufacturability, technology transfer, finished manufacturing, digital records, and continued verification.

Methods

A practice-oriented framework-development study used targeted source-domain mapping, concept extraction, explicit source-to-criterion derivation, generalized scenario application, and retrospective illustrative application to two publicly documented U.S. Food and Drug Administration (FDA) manufacturing cases. Each proposed criterion was traced to established pharmaceutical-development, manufacturing, validation, data-governance, or lifecycle-management concepts.

Results

The revised framework comprises four connected outputs plus seven structured qualification criteria addressing provenance/traceability, completeness/review, context, scientific or operational relevance, context-dependent corroboration, decision linkage, and residual uncertainty. Retrospective application to two public manufacturing cases illustrated different ways in which available information can remain insufficient for a defensible lifecycle decision when required review/routing is not operationalized or when risk relevance and residual uncertainty are handled inadequately. Generalized non-proprietary scenarios were retained as formative applications rather than empirical validation.

Conclusion

The framework provides structured criteria for organizing heterogeneous development and manufacturing information for lifecycle decisions while preserving clear limits on validation. Its contribution is an integrative evidence-qualification and decision-routing layer, not a replacement for product-specific validation, investigation, or regulatory assessment. Prospective product-specific evaluation remains necessary before implementation-effectiveness or predictive-validation claims can be made.

目的:配方和工艺稳健性是药物开发和商业生产的核心,但开发知识、监测信号和常规记录不会自动成为生命周期生产的证据。本研究开发了一个结构化框架,用于证据鉴定和决策路由,涵盖可制造性、技术转移、成品制造、数字记录和持续验证。方法一项以实践为导向的框架开发研究对两个公开记录的美国食品和药物管理局(FDA)制造案例进行了有针对性的源域映射、概念提取、明确的源到标准推导、广义场景应用和回顾性说明性应用。每个建议的标准都可以追溯到已建立的药物开发、制造、验证、数据治理或生命周期管理概念。修订后的框架包括四个相连的输出和七个结构化的资格标准,涉及来源/可追溯性、完整性/审查、上下文、科学或操作相关性、上下文相关的确证、决策联系和剩余不确定性。对两个公开生产案例的回顾性应用说明了不同的方式,在这些情况下,当所需的审查/路由不可行或风险相关性和剩余不确定性处理不当时,可用信息可能仍然不足以做出可辩护的生命周期决策。广义的非专有场景被保留为形成性应用,而不是经验验证。该框架为组织异构开发和制造信息的生命周期决策提供了结构化标准,同时保留了对验证的明确限制。它的贡献是一个综合的证据鉴定和决策路由层,而不是替代特定产品的验证、调查或监管评估。在实施有效性或预测性验证声明之前,前瞻性产品特定评估仍然是必要的。
{"title":"Translating Formulation and Process Robustness into Lifecycle Manufacturing Evidence: A Structured Framework for Evidence Qualification and Decision Routing","authors":"Yoseok Park","doi":"10.1007/s12247-026-11093-w","DOIUrl":"10.1007/s12247-026-11093-w","url":null,"abstract":"<div><h3>Purpose</h3><p>Formulation and process robustness are central to pharmaceutical development and commercial manufacturing, but development knowledge, monitoring signals, and routine records do not automatically become lifecycle manufacturing evidence. This study developed a structured framework for evidence qualification and decision routing across manufacturability, technology transfer, finished manufacturing, digital records, and continued verification.</p><h3>Methods</h3><p>A practice-oriented framework-development study used targeted source-domain mapping, concept extraction, explicit source-to-criterion derivation, generalized scenario application, and retrospective illustrative application to two publicly documented U.S. Food and Drug Administration (FDA) manufacturing cases. Each proposed criterion was traced to established pharmaceutical-development, manufacturing, validation, data-governance, or lifecycle-management concepts.</p><h3>Results</h3><p>The revised framework comprises four connected outputs plus seven structured qualification criteria addressing provenance/traceability, completeness/review, context, scientific or operational relevance, context-dependent corroboration, decision linkage, and residual uncertainty. Retrospective application to two public manufacturing cases illustrated different ways in which available information can remain insufficient for a defensible lifecycle decision when required review/routing is not operationalized or when risk relevance and residual uncertainty are handled inadequately. Generalized non-proprietary scenarios were retained as formative applications rather than empirical validation.</p><h3>Conclusion</h3><p>The framework provides structured criteria for organizing heterogeneous development and manufacturing information for lifecycle decisions while preserving clear limits on validation. Its contribution is an integrative evidence-qualification and decision-routing layer, not a replacement for product-specific validation, investigation, or regulatory assessment. Prospective product-specific evaluation remains necessary before implementation-effectiveness or predictive-validation claims can be made.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"22 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2026-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149132657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Zein–Pectin Nanoparticles for Encapsulation and Controlled Release of Polyphenols from Anacardium Occidentale: Preparation, Characterization and In Vitro Evaluation 玉米蛋白-果胶纳米颗粒包封和控释西心果多酚:制备、表征及体外评价
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-09 DOI: 10.1007/s12247-026-11095-8
T. M. Archana, Keerthi Mohan, M. V. Vinayak, C. Sarath chandran, S. Sudheesh

Purpose

Anacardium occidentale roots have traditional antidiabetic use, yet challenges such as poor solubility and limited bioavailability restrict their clinical applications. Nanoparticle-based delivery systems offer potential to overcome these limitations. This study aimed to develop and characterize zein–pectin nanoparticles encapsulating the polyphenol-rich column-purified 80% methanolic fraction of A. occidentale roots (FZPNP) and to evaluate their antioxidant and antidiabetic activities in vitro.

Methods

Zein–pectin nanoparticles (FZPNP) were prepared using antisolvent precipitation. Physicochemical properties were characterized by SEM, TEM, DLS, zeta potential, TGA, DSC, and FTIR. Encapsulation efficiency and in vitro drug release (24 h, pH 1.2, 6.8 and 7.4, 37 ± 0.5 °C) were assessed. Antioxidant capacity was determined by DPPH and ABTS radical scavenging assays, while antidiabetic potential was assessed using α-glucosidase inhibition.

Results

FZPNP demonstrated spherical morphology with a hydrodynamic diameter of 394.9 nm and a non-monodisperse size distribution. FZPNPs exhibited a negative zeta potential (-28.9 ± 1.4 mV) and a good encapsulation efficiency. Thermal stability was confirmed by TGA and DSC. The nanoparticles exhibited a pH-dependent, sustained, diffusion-controlled drug release profile. The FZPNPs retained significant antioxidant and α-glucosidase inhibitory activities.

Conclusion

Zein–pectin nanoparticles encapsulating polyphenol-rich A. occidentale root fraction exhibited favorable physicochemical characteristics and pH-dependent, sustained drug release while retaining significant antioxidant and α-glucosidase inhibitory activities. These findings suggest that the FZPNP formulation provides a promising nanocarrier system for enhancing the therapeutic efficacy of A. occidentale roots in managing diabetes and associated oxidative stress.

目的西心根具有传统的抗糖尿病用途,但其溶解度差、生物利用度有限等问题限制了其临床应用。基于纳米颗粒的输送系统提供了克服这些限制的潜力。本研究旨在制备并表征玉米蛋白-果胶纳米颗粒,包埋富多酚柱纯化的西花草根80%甲醇组分(FZPNP),并评价其体外抗氧化和抗糖尿病活性。方法采用反溶剂沉淀法制备玉米蛋白-果胶纳米颗粒。通过SEM、TEM、DLS、zeta电位、TGA、DSC和FTIR表征了其理化性质。评估包封率和体外释药(24 h, pH 1.2、6.8和7.4,37±0.5°C)。通过DPPH和ABTS自由基清除测定抗氧化能力,α-葡萄糖苷酶抑制测定抗糖尿病能力。结果fzpnp呈球形,水动力粒径为394.9 nm,粒径呈非单分散分布。FZPNPs具有负zeta电位(-28.9±1.4 mV)和良好的封装效率。热稳定性经热重分析和差热分析证实。纳米颗粒表现出ph依赖、持续、扩散控制的药物释放特征。FZPNPs具有显著的抗氧化活性和α-葡萄糖苷酶抑制活性。结论玉米蛋白果胶纳米粒包埋富多酚西芹根部位,具有良好的理化特性和ph依赖性,缓释药物,同时具有显著的抗氧化活性和α-葡萄糖苷酶抑制活性。这些研究结果表明,FZPNP制剂为提高西药根治疗糖尿病和相关氧化应激的疗效提供了一个有前景的纳米载体体系。
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引用次数: 0
Beyond Technology Readiness Levels: Developing and Evaluating an Industry 5.0 Innovation Readiness Framework for Regulated Life Sciences Manufacturing 超越技术准备水平:开发和评估受监管的生命科学制造业工业5.0创新准备框架
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-09 DOI: 10.1007/s12247-026-11116-6
Dermot McMorrow, Seamus Gordon, Shane Loughlin, Eoin P. Hinchy

Purpose

Regulated life sciences manufacturing organisations face increasing pressure to adopt Industry 5.0 (I5.0) innovations while maintaining patient safety, product quality, data integrity, and regulatory compliance. Existing assessment models provide useful perspectives on technical maturity, expectation dynamics, and organisational innovation capability, but do not fully assess whether an innovation is ready to progress responsibly in a regulated, multi-stakeholder environment. This paper develops an I5.0 Innovation Readiness Framework and presents a preliminary practitioner-informed evaluation of its use in regulated life sciences manufacturing.

Methods

This paper uses design science research structured through the Double Diamond process. The framework was developed through literature review, advisory feedback, subject matter expert input, practitioner workshops, case-based application, surveys, and thematic analysis. Evaluation was conducted with a small, purposively selected cohort of 16 practitioners from a single educational-industry programme.

Results

The framework comprises three linked tools: the Innovation Maturity Assessment, Innovation Maturity Rubric, and Innovation Readiness Levels. Across two exploratory workshops involving 16 experienced practitioners, participants reported that the framework supported clearer discussion of readiness and improved visibility of adoption risks. In Workshop 2, descriptive feedback indicated that 91% of respondents viewed Innovation Readiness Levels as clearer than Technology Readiness Levels, 82% found the framework useful for comparing innovation timelines, and 75% would recommend it. These findings should be interpreted as preliminary practitioner feedback rather than sector-wide validation.

Conclusion

The findings support the conceptual distinction between innovation readiness and technology readiness and indicate the need to assess technical, regulatory, organisational, stakeholder, and societal dimensions together when evaluating I5.0 innovation in regulated manufacturing. Further evaluation with broader industry cohorts, quality and regulatory professionals, and regulatory stakeholders is required.

受监管的生命科学制造组织面临越来越大的压力,在保持患者安全、产品质量、数据完整性和法规遵从性的同时,采用工业5.0 (I5.0)创新。现有的评估模型对技术成熟度、期望动态和组织创新能力提供了有用的视角,但不能完全评估一项创新是否准备好在一个受监管的、多方利益相关者的环境中负责任地进行。本文开发了I5.0创新准备框架,并对其在受监管的生命科学制造中的使用进行了初步的从业者知情评估。方法采用双金刚石工艺构建的设计科学研究方法。该框架是通过文献审查、咨询反馈、主题专家投入、从业者讲习班、基于案例的应用、调查和专题分析来制定的。评估是在一个单一教育行业项目中有目的地选择的16名从业者的小队列中进行的。结果该框架包括三个相互关联的工具:创新成熟度评估、创新成熟度指标和创新准备水平。在涉及16名有经验的从业者的两个探索性研讨会上,与会者报告说,该框架支持更清晰地讨论准备情况,并改进了采用风险的可见性。在研讨会2中,描述性反馈表明91%的受访者认为创新准备水平比技术准备水平更清晰,82%的人认为该框架对比较创新时间表有用,75%的人会推荐它。这些发现应该被解释为初步的从业者反馈,而不是整个行业的验证。研究结果支持了创新准备度和技术准备度之间的概念区别,并表明在评估受监管制造业的I5.0创新时,需要同时评估技术、监管、组织、利益相关者和社会维度。需要与更广泛的行业群体、质量和监管专业人员以及监管利益相关者进行进一步评估。
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引用次数: 0
QbD-Guided Development of Isoconazole Nitrate Nanostructured Lipid Carrier Gel for Enhanced Topical Antifungal Therapy qbd引导下硝酸异康唑纳米结构脂质载体凝胶增强局部抗真菌治疗的开发
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-07 DOI: 10.1007/s12247-026-11099-4
Prajakta Patil, Indrayani Bandgar, Sandip Bandgar, Sachin Mali

Cutaneous fungal infections (CFIs) are among the most common skin disorders and often require prolonged topical therapy. However, conventional topical antifungal formulations frequently exhibit poor aqueous solubility, inadequate skin permeation, and limited drug retention, resulting in suboptimal therapeutic outcomes. The present study aimed to develop and optimize an isoconazole nitrate-loaded nanostructured lipid carrier (NLC) gel using a Quality by Design (QbD) approach to enhance topical antifungal delivery. A systematic risk assessment followed by a 32 full factorial design was employed to optimize lipid mixture and surfactant/co-surfactant concentrations using particle size and drug loading as critical quality attributes. The optimized formulation (P1) exhibited a particle size of 93.3 ± 1.2 nm, zeta potential of − 20.2 mV, entrapment efficiency of 97.41 ± 0.42%, and drug loading of 4.871 ± 0.031%, with excellent agreement between predicted and experimental responses. The optimized NLC dispersion was incorporated into a 0.5% Carbopol 940 gel, which demonstrated acceptable physicochemical properties, including pH (6.3 ± 0.005), viscosity (2574 ± 65 cps), spreadability (4.49 g·cm/s), extrudability (4.38 ± 0.18%), and drug content (97.18 ± 0.71%). The formulation exhibited sustained in vitro drug release (72.55% over 12 h) following first-order kinetics (R2 = 0.9959) and significantly enhanced ex vivo skin permeation (98.49% at 7 h) compared with the conventional gel. Antifungal evaluation against Candida albicans demonstrated superior activity of the NLC gel, producing a larger inhibition zone (22 ± 0.1 mm at 10 mg/mL) than the marketed formulation (17 ± 0.8 mm). The formulation also satisfied microbial quality requirements and remained stable during three months of accelerated stability testing. Overall, the QbD-optimized isoconazole nitrate-loaded NLC gel represents a promising topical delivery system with improved physicochemical characteristics, enhanced skin permeation, sustained drug release, and superior antifungal efficacy for the management of cutaneous fungal infections.

Graphical Abstract

皮肤真菌感染(CFIs)是最常见的皮肤病之一,通常需要长期的局部治疗。然而,传统的局部抗真菌制剂经常表现出水溶性差,皮肤渗透性不足,药物保留有限,导致治疗效果不理想。本研究旨在开发和优化一种负载硝酸异康唑的纳米结构脂质载体(NLC)凝胶,采用质量设计(QbD)方法来增强局部抗真菌递送。采用32全因子设计进行系统风险评估,以颗粒大小和载药量为关键质量属性,优化脂质混合物和表面活性剂/助表面活性剂浓度。优化后的配方(P1)粒径为93.3±1.2 nm, zeta电位为- 20.2 mV,包封效率为97.41±0.42%,载药量为4.871±0.031%,预测结果与实验结果吻合良好。将优化后的NLC分散体掺入0.5% Carbopol 940凝胶中,其理化性能为pH(6.3±0.005)、粘度(2574±65 cps)、展布性(4.49 g·cm/s)、挤压性(4.38±0.18%)、含药量(97.18±0.71%)。与常规凝胶相比,该制剂具有一阶动力学(R2 = 0.9959), 12 h内持续释放72.55%的体外药物,7 h内显著提高体外皮肤渗透(98.49%)。对白色念珠菌的抗真菌评价表明,NLC凝胶具有更好的活性,在10 mg/mL时产生更大的抑制区(22±0.1 mm),比市售配方(17±0.8 mm)。该制剂还满足微生物质量要求,并在三个月的加速稳定性试验中保持稳定。总体而言,qbd优化的硝酸异康唑负载NLC凝胶具有改善的物理化学特性、增强的皮肤渗透、持续的药物释放和优越的抗真菌效果,是一种很有前途的局部给药系统。图形抽象
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引用次数: 0
Multimodal Imaging Reveals Microstructural Quality Attributes Associated with Disintegration and Product Variability in Liuwei Dihuang pills 多模态成像揭示六味地黄丸崩解和产品变异的显微结构质量属性
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-07 DOI: 10.1007/s12247-026-11109-5
Jian-Li Chen, Makai Li, Jianan Cheng, Hongzhao Zhang, Chunye Liu, Zhenyu Li

Conventional quality evaluation of traditional Chinese medicine (TCM) pills relies mainly on chemical markers and compendial tests, with limited consideration of the physical microstructure of the finished dosage form. This study aimed to investigate whether imaging-derived microstructural characteristics could provide supplementary descriptors for quality-related characterization of complex herbal solid dosage forms using Liuwei Dihuang pills as a representative model. Water pills (WP), water-honey pills (WHP), honey pills (HP), and concentrated pills (CP) were characterized by scanning electron microscopy (SEM), fluorescence imaging (FL), and micro-computed tomography (micro-CT), combined with quantitative image analysis. SEM revealed a progressive transition from the loose and particulate structure of WP to the more compact matrix of WHP and the continuous matrix of HP, demonstrating the marked influence of binder composition on pill microstructure. Imaging-derived parameters further differentiated commercial products from different manufacturers and revealed measurable batch-to-batch variability. In controlled formulations, fluorescence intensity at Ex/Em 675/740 nm increased with refined-honey content (R² = 0.9991) and was altered by prolonged drying, while SEM and fluorescence imaging distinguished structural and compositional differences caused by honey refining and binder substitution. Micro-CT provided complementary information on internal low-attenuation regions and edge distributions among different pill types. Importantly, the complete disintegration time of commercial WHPs, ranging from approximately 18 to 40 min, was positively correlated with the SEM-derived area occupancy rate (R² = 0.7144) and fluorescence intensity (R² = 0.6279). These findings demonstrate that multimodal imaging can capture formulation- and manufacturing-related physical variability in complex solid dosage forms and suggest the potential value of imaging-derived descriptors for supplementary product characterization, subject to broader validation.

传统中药丸剂的质量评价主要依靠化学标记和药典试验,很少考虑制剂的物理微观结构。本研究以六味地黄丸为代表模型,探讨成像显微结构特征能否为复杂固体剂型的质量相关表征提供补充描述符。采用扫描电镜(SEM)、荧光成像(FL)、微计算机断层扫描(micro-CT),结合定量图像分析,对水丸(WP)、水蜜丸(WHP)、蜜丸(HP)和浓缩丸(CP)进行表征。扫描电镜显示,从松散的颗粒状WP结构逐渐转变为更致密的WHP基体和连续的HP基体,表明粘结剂成分对丸剂微观结构的显著影响。成像衍生参数进一步区分了不同制造商的商业产品,并揭示了可测量的批次差异。在对照配方中,Ex/Em 675/740 nm处的荧光强度随着精制蜂蜜含量的增加而增加(R²= 0.9991),并且随着干燥时间的延长而改变,而扫描电镜和荧光成像可以区分蜂蜜精制和粘合剂替代引起的结构和成分差异。Micro-CT提供了不同类型药丸内部低衰减区域和边缘分布的补充信息。重要的是,商业WHPs的完全分解时间约为18 ~ 40 min,与sem得出的面积占用率(R²= 0.7144)和荧光强度(R²= 0.6279)呈正相关。这些发现表明,多模态成像可以捕获复杂固体剂型中与配方和制造相关的物理变化,并表明成像衍生描述符对补充产品表征的潜在价值,有待于更广泛的验证。
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引用次数: 0
Development of a Dual-Drug Nanoparticle-Embedded Sublingual Film for Rapid Analgesia and Sustained Antiemetic Therapy in Acute Migraine 用于急性偏头痛快速镇痛和持续止吐治疗的双药纳米颗粒嵌入舌下膜的研制
IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-10-07 DOI: 10.1007/s12247-026-11111-x
Khadija Nasir, Ghazala Ambreen, Muhammad Imran Khan, Badarqa Tul Ayesha, Syeda Momna Ishtiaq, Muhammad Yasir Ali, Sana Shafique

Migraine is a common neurological condition often associated with nausea and vomiting. Conventional oral medications often are difficult to take and absorb during migraine attacks, as nausea and vomiting tend to accompany them. The objectives of the present study were to design and characterize a sublingual film containing Diclofenac Potassium (DK) and Ondansetron Hydrochloride (ONH) loaded Chitosan Nanoparticles (CS-Np) in the same dosage form. Particles of ONH were loaded into chitosan nanoparticles by ionic gelation and the particles were characterized in terms of particle size, polydispersity index (PDI), zeta potential, and entrapment efficiency. The optimized nanoparticles exhibited a mean size of 130 ± 2.0 nm, PDI of 0.13 ± 0.01 and a zeta potential of about + 10 mV with an entrapment efficiency of 78.4 ± 2.6%. DK was incorporated into HPMC E15-based sublingual films and nanoparticles were added to these. The films were assessed for physical properties, drug content uniformity, disintegration time, in vitro drug release, ex vivo permeation and short-term stability. The optimized formulation (NSF2) exhibited rapid DK release (57% released within 6 min) while ONH release from nanoparticle containing system was 75.5% after 12 h under in vitro test conditions. The permeation of ONH across goat sublingual mucosa was studied ex vivo separately for 12 min and the optimized formulation exhibited ~ 65% of cumulative permeation at the end of the study period. The measured physicochemical characteristics, drug content and drug release profile of the optimized films were maintained during the three-month stability study under the tested storage conditions. The results show that it is possible to develop a sublingual film containing DK directly incorporated into the film and nanoparticles of ONH loaded in it with different release properties. Additional kinetic, dynamic, safety and clinical trials are needed to confirm in vivo efficacy and clinical significance of formulation.

Graphical Abstract

偏头痛是一种常见的神经系统疾病,常伴有恶心和呕吐。在偏头痛发作期间,传统的口服药物往往难以服用和吸收,因为它们往往伴随着恶心和呕吐。本研究的目的是设计和表征一种含有双氯芬酸钾(DK)和盐酸昂丹西琼(ONH)负载壳聚糖纳米颗粒(CS-Np)的舌下膜。采用离子凝胶法将ONH颗粒装入壳聚糖纳米颗粒中,并对其粒径、多分散性指数(PDI)、zeta电位和包封效率进行了表征。优化后的纳米颗粒平均粒径为130±2.0 nm, PDI为0.13±0.01,zeta电位约为+ 10 mV,包封效率为78.4±2.6%。将DK加入到HPMC e15基舌下膜中,并加入纳米颗粒。考察了膜的物理性能、药物含量均匀性、崩解时间、体外释放、体外渗透和短期稳定性。在体外实验条件下,优化后的配方(NSF2)在6 min内释放出57%的DK,在12 h内释放出75.5%的ONH。体外分别对ONH在山羊舌下粘膜的渗透进行了12 min的研究,研究结束时,优化配方的累积渗透率为~ 65%。在三个月的稳定性研究中,优化膜的物理化学特性、药物含量和药物释放曲线在测试的储存条件下保持不变。结果表明,将DK直接掺入舌下膜中,并在膜中装入不同释放性能的ONH纳米颗粒是可能的。需要进一步的动力学、动力学、安全性和临床试验来证实该制剂的体内疗效和临床意义。图形抽象
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引用次数: 0
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Journal of Pharmaceutical Innovation
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