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Morin-loaded water-soluble nanomicelles as a novel anti-alcohol intoxication medication. 一种新型抗酒精中毒药物-含桑酸水溶性纳米胶束。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-16 DOI: 10.1080/10837450.2026.2617346
Chuanxu Luo, Linlin Zhao, Yu Chen, Xiaoyuan Liu, Jiamin Mao, Jing Ye, Lie Zhang, Yucheng Xiang, Xiaohong Xu, Xi Fu, Quan Zhang

Acute alcohol intoxication (AAI) poses serious health risks. Currently, no approved therapy effectively treats both CNS depression and tissue damage in AAI. Standard care, including supportive measures and off-label naloxone, manages respiratory depression but fails to prevent oxidative organ injury. We identified morin (MOR) as a promising candidate for addressing these challenges. Given that MOR is limited by poor water solubility and low oral bioavailability, we developed water-soluble nano-micelle formulations (MOR-Ms) using Kolliphor HS15 (HS15) as a surfactant for intravenous administration. The resulting MOR-Ms exhibited a uniform size of 13.84 ± 0.23 nm and a zeta potential of -9.99 ± 0.21 mV. In vivo, MOR-Ms accelerated alcohol metabolism by enhancing hepatic enzyme activity. In an AAI mouse model induced by intraperitoneal injection of 50% alcohol (10 ml/kg), MOR-Ms (3 mg/kg) significantly shortened the duration of loss of righting reflex (LORR) by 58.01%, which was comparable to the 67.83% reduction achieved by naloxone (1 mg/kg). Furthermore, MOR-Ms markedly lessened tissue damage by decreasing malondialdehyde (MDA) levels (by 32.01% in liver and 53.75% in brain compared to the model group) and boosting antioxidant enzyme activity. These results highlight the potential of MOR-Ms as a promising therapeutic approach for AAI.

急性酒精中毒(AAI)会造成严重的健康风险。目前,还没有批准的治疗方法能有效治疗AAI患者的中枢神经系统抑制和组织损伤。标准治疗,包括支持措施和说明书外纳洛酮,控制呼吸抑制,但不能防止氧化性器官损伤。我们确定morin (MOR)是解决这些挑战的有希望的候选者。鉴于MOR受水溶性差和口服生物利用度低的限制,我们开发了水溶性纳米胶束制剂(MOR- ms),使用Kolliphor HS15 (HS15)作为静脉给药的表面活性剂。所制得的mir - ms尺寸均匀,为13.84±0.23 nm, zeta电位为-9.99±0.21 mV。在体内,MOR-Ms通过增强肝酶活性来加速酒精代谢。在腹腔注射50%酒精(10 ml/kg)诱导的AAI小鼠模型中,MOR-Ms (3 mg/kg)显著缩短了翻正反射(LORR)丧失持续时间58.01%,与纳洛酮(1 mg/kg)的67.83%相当。此外,MOR-Ms通过降低丙二醛(MDA)水平(与模型组相比,肝脏降低32.01%,大脑降低53.75%)和提高抗氧化酶活性,显著减轻了组织损伤。这些结果突出了MOR-Ms作为AAI治疗方法的潜力。
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引用次数: 0
Galactosylated bilosomes for liver-targeted delivery of ledipasvir: optimization, conjugate synthesis, and cellular evaluation. 半乳糖化胆小体用于肝靶向递送来地帕韦:优化,偶联合成和细胞评价。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-14 DOI: 10.1080/10837450.2025.2611896
Zeinab Hassan Gaafar, Suzan Fangary, Ahmed K B A W Farouk, Ahmed M Fatouh

Ledipasvir is one of the direct-acting antiviral agents used for treating hepatitis C virus (HCV) infection. To achieve dose reduction and cost-effective therapy, this study aimed to enhance the interaction of ledipasvir with HCV-infected hepatocytes through the development of cationic bilosomes (CBs) and galactosylated bilosomes (GBs). These delivery systems were designed to promote hepatocellular targeting via the asialoglycoprotein receptors (ASGPRs). Eight bilosomal formulations were developed by the ethanol injection method following a 2³ full factorial design, and numerical optimization using Design Expert® software identified the optimized formulation. In parallel, galactosylated stearylamine (GSA) was synthesized through conjugation of stearylamine (SA) with lactobionic acid (LB). The successful synthesis of GSA was verified through FTIR and 1H NMR spectroscopic analyses. SA and GSA were subsequently incorporated into the optimized bilosomes to obtain CBs and GBs, respectively. The prepared systems were evaluated for particle size, polydispersity index, entrapment efficiency, and zeta potential, and their morphology was identified using transmission electron microscopy. Following 8-h incubation with HepG2 cells, CBs and GBs achieved significantly higher cumulative cellular uptake of ledipasvir (31.79% ± 3.11% and 20.62% ± 2.12%, respectively) compared to the ledipasvir free dispersion (11.02% ± 3.02%). These findings highlight CBs and GBs as promising nanocarriers for targeted delivery of ledipasvir to hepatocytes.

雷地帕韦是用于治疗丙型肝炎病毒(HCV)感染的直接作用抗病毒药物之一。为了减少剂量和降低治疗成本,本研究旨在通过发展阳离子胆囊体(CBs)和半乳糖化胆囊体(GBs)来增强雷地帕韦与hcv感染的肝细胞的相互作用。这些递送系统旨在通过asialal糖蛋白受体(ASGPRs)促进肝细胞靶向。通过2³全因子设计,采用乙醇注射法开发了8种二体制剂,并使用design Expert®软件进行了数值优化,确定了最佳制剂。同时,将硬脂胺(SA)与乳酸酸(LB)偶联,合成半乳糖基化硬脂胺(GSA)。通过FTIR和1H NMR分析验证了GSA的成功合成。随后将SA和GSA掺入优化后的胆囊体中,分别获得CBs和GBs。对制备的体系进行了粒径、多分散性指数、包裹效率和zeta电位的评估,并利用透射电镜对其形貌进行了鉴定。与HepG2细胞孵育8小时后,CBs和GBs对雷地帕韦的累积细胞摄取(分别为31.79±3.11%和20.62±2.12%)明显高于无雷地帕韦分散(11.02±3.02%)。这些发现强调了CBs和GBs作为靶向递送雷地帕韦到肝细胞的有前途的纳米载体。
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引用次数: 0
In vitro antifungal and antibiofilm evaluation of reduction-responsive ketoconazole-loaded nanoparticles based on cystamine-modified poly (isobutene-alt-maleic anhydride) polymer. 基于半胺修饰的聚异丁烯-马来酸酐聚合物的负载还原响应酮康唑纳米颗粒的体外抗真菌和抗膜评价。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-12 DOI: 10.1080/10837450.2026.2615155
Fuyou Wang, Qingmin Liu, Wenhui Wu, Yuxiao Su, Zhimei Song, Runliang Feng

Purpose: In order to develop reduction-responsive nano-drug delivery system for encapsulating antifungal drugs.

Methods: Herein, with poly (isobutene-alt-maleic anhydride) as skeleton, we synthesized a polymer containing cross-linked disulfide bonds to prepare reduction-responsive ketoconazole-loaded nanoparticles (MPEG-P-KET). The in vitro reduction-responsive behavior and antifungal activity of MPEG-P-KET were investigated.

Results: The MPEG-P-KET improved the dispersion and solubility of lipophilic KET. KET's imidazole group formed a salt with the free carboxyl groups in the polymer carrier, resulting in delayed drug release from MPEG-P-KET. However, MPEG-P-KET still exhibited reduction-sensitive drug release behavior, and showed comparable antifungal activity with KET in vitro. Interestingly, MPEG-P-KET demonstrated higher ability to inhibit biofilm formation and disrupt mature biofilms than KET.

Conclusion: The polymeric nanoparticles with disulfide bonds could be used for the encapsulation and controlled delivery of antifungal drugs in the field of fungal infection treatment.

目的:研制抗真菌药物包封的还原反应型纳米给药系统。方法:以聚异丁烯-马来酸酐为骨架,合成了一种含交联二硫键的聚合物,制备了具有还原反应的酮康唑负载纳米颗粒(MPEG-P-KET)。研究了MPEG-P-KET的体外还原响应行为和抗真菌活性。结果:MPEG-P-KET改善了亲脂性KET的分散性和溶解度。KET的咪唑基团与聚合物载体上的游离羧基形成盐,导致MPEG-P-KET的药物释放延迟。然而,MPEG-P-KET仍然表现出还原敏感的药物释放行为,并且在体外表现出与KET相当的抗真菌活性。有趣的是,MPEG-P-KET表现出比KET更高的抑制生物膜形成和破坏成熟生物膜的能力。结论:具有二硫键的高分子纳米颗粒可用于真菌感染治疗领域抗真菌药物的包封和控制递送。
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引用次数: 0
Hydrogel nanoparticles of retinol acetate via modified rapid expansion of supercritical solution: design, optimization, and anticancer evaluation. 超临界溶液快速膨胀法制备醋酸视黄醇纳米水凝胶:设计、优化和抗癌评价。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-12 DOI: 10.1080/10837450.2026.2614360
Milind Velhal, Jyotiram Sawale

Polymeric nanoparticles are promising drug carriers due to their biocompatibility, sustained release, and improved therapeutic efficacy; however, conventional fabrication methods often suffer from broad size distribution, low encapsulation efficiency, and instability. To address these limitations, Sonication Assisted Particle Production using Supercritical Solution (SAPSS®), a modified RESS technique integrating ultrasonication and mechanical mixing, was developed to prepare and optimize HPMC K-100M hydrogel nanoparticles encapsulating retinol acetate using DOE, RSM, and ANOVA. The optimized formulation (retinol acetate: HPMC K-100M, 1:1 w/w) produced at 290 bar and 75 °C for 45 min with 1% Tween 80 yielded nanoparticles of 138.6 ± 1 nm, PDI 0.583 ± 0.03, zeta potential -14.9 ± 2.0 mV, encapsulation efficiency 99.02 ± 0.2%, and yield 66.4 ± 0.3%. FTIR, DSC, and XRD confirmed amorphous encapsulation and drug-polymer interactions, while SEM demonstrated spherical, discrete morphology. In vitro release studies revealed sustained drug release across physiological pH, with mucoadhesive strength supporting gastrointestinal retention. Cytotoxicity assays on COLO-205 cells, doxorubicin showed >90% cytotoxicity, free retinol acetate caused only 10-25% cell death, while HPMC-encapsulated retinol acetate nanoparticles produced enhanced, dose-dependent cytotoxicity of 25%, 35%, and 55% at 100, 200, and 300 µg/mL, respectively, with negligible toxicity from blank HPMC. Overall, SAPSS® provides a green, scalable approach for fabricating stable therapeutic nanoparticles.

高分子纳米颗粒因其生物相容性、缓释和改善的治疗效果而成为很有前途的药物载体;然而,传统的制备方法往往存在尺寸分布广、封装效率低、不稳定等问题。为了解决这些限制,利用超临界溶液超声辅助颗粒生产(SAPSS®),一种改进的RESS技术,集成了超声波和机械混合,通过DOE, RSM和方差分析,开发并优化了包封醋酸视黄醇的HPMC K-100M水凝胶纳米颗粒。优化后的配方(视黄醇醋酸酯:HPMC K-100M, 1:1 w/w)在290 bar、75°C、1% Tween 80条件下制备45 min,得到的纳米颗粒尺寸为138.6±1 nm, PDI为0.583±0.03,zeta电位为-14.9±2.0 mV,包封效率为99.02±0.2%,收率为66.4±0.3%。FTIR, DSC和XRD证实了非晶包封和药物-聚合物相互作用,而SEM显示球形,离散形态。体外释放研究显示药物在生理pH值上持续释放,黏附强度支持胃肠道滞留。在COLO-205细胞上进行细胞毒性实验,阿霉素显示出90%的细胞毒性,游离醋酸视黄醇仅导致10-25%的细胞死亡,而HPMC包封的醋酸视黄醇纳米颗粒在100、200和300µg/mL时分别产生25%、35%和55%的增强的剂量依赖性细胞毒性,空白HPMC的毒性可以忽略。总体而言,SAPSS®为制造稳定的治疗性纳米颗粒提供了一种绿色,可扩展的方法。
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引用次数: 0
A critical comparative insight on nanocarrier-based intranasal delivery of statins for neuroprotective applications. 基于纳米载体的他汀类药物鼻内递送用于神经保护应用的关键比较见解。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-12 DOI: 10.1080/10837450.2026.2614071
Ravi Paruparla, Manisha Lalan, Pranav Shah, Nupur Vasdev

Background: The incidence of central nervous system (CNS) disorders is rising globally, particularly as the prevalence of neurodegenerative diseases increases. The primary challenge in such cases is limited transport of therapeutics through the blood-brain barrier (BBB). Statins, widely used for hypercholesterolemia, exhibit pleiotropic neuroprotective effects; however, their therapeutic potential in CNS disorders is restricted by poor brain bioavailability with conventional routes. Intranasal (IN) delivery has long been recognized as a plausible pathway for brain targeting.

Scope of the review: This narrative review critically examines preclinical literature on IN nanocarrier-based delivery systems developed specifically for statins, with emphasis on nose-to-brain transport, formulation strategies, pharmacokinetics (PK), and neuroprotective outcomes. Novelty and Contribution: This work uniquely integrates a formulation-centric comparison of IN nanocarriers for statins. It highlights the potential of IN delivery, discussing the influence of carrier type, physicochemical properties, and delivery strategy on brain targeting efficiency and therapeutic relevance across different neurological indications.

Conclusions and limitations: IN nanocarrier systems display potential to enhance statin brain delivery by bypassing the BBB and first-pass metabolism. Nevertheless, current evidence is predominantly preclinical, with significant variability in study design, pharmacokinetic reporting, and safety evaluation. Translation to clinics will require standardized nose-to-brain metrics, long-term safety studies, scalable manufacturing processes, and early regulatory alignment.

背景:全球范围内中枢神经系统(CNS)疾病的发病率正在上升,特别是随着神经退行性疾病的患病率增加。在这种情况下,主要的挑战是药物通过血脑屏障(BBB)的运输有限。他汀类药物广泛用于高胆固醇血症,具有多效神经保护作用;然而,由于常规途径的脑生物利用度差,它们在中枢神经系统疾病中的治疗潜力受到限制。鼻内给药一直被认为是脑靶向治疗的可行途径。综述的范围:这篇叙述性综述批判性地检查了专门为他汀类药物开发的基于IN纳米载体的给药系统的临床前文献,重点是鼻到脑转运、配方策略、药代动力学(PK)和神经保护结果。新颖性和贡献:这项工作独特地整合了以配方为中心的他汀类药物IN纳米载体的比较。它强调了IN递送的潜力,讨论了载体类型、理化性质和递送策略对脑靶向效率和不同神经适应症治疗相关性的影响。结论和局限性:IN纳米载体系统显示出通过绕过血脑屏障和首过代谢来增强他汀类药物脑递送的潜力。然而,目前的证据主要是临床前的,在研究设计、药代动力学报告和安全性评估方面存在显著差异。将其应用于临床需要标准化的“从鼻子到大脑”指标、长期的安全性研究、可扩展的生产流程和早期的监管一致性。
{"title":"A critical comparative insight on nanocarrier-based intranasal delivery of statins for neuroprotective applications.","authors":"Ravi Paruparla, Manisha Lalan, Pranav Shah, Nupur Vasdev","doi":"10.1080/10837450.2026.2614071","DOIUrl":"https://doi.org/10.1080/10837450.2026.2614071","url":null,"abstract":"<p><strong>Background: </strong>The incidence of central nervous system (CNS) disorders is rising globally, particularly as the prevalence of neurodegenerative diseases increases. The primary challenge in such cases is limited transport of therapeutics through the blood-brain barrier (BBB). Statins, widely used for hypercholesterolemia, exhibit pleiotropic neuroprotective effects; however, their therapeutic potential in CNS disorders is restricted by poor brain bioavailability with conventional routes. Intranasal (IN) delivery has long been recognized as a plausible pathway for brain targeting.</p><p><strong>Scope of the review: </strong>This narrative review critically examines preclinical literature on IN nanocarrier-based delivery systems developed specifically for statins, with emphasis on nose-to-brain transport, formulation strategies, pharmacokinetics (PK), and neuroprotective outcomes. Novelty and Contribution: This work uniquely integrates a formulation-centric comparison of IN nanocarriers for statins. It highlights the potential of IN delivery, discussing the influence of carrier type, physicochemical properties, and delivery strategy on brain targeting efficiency and therapeutic relevance across different neurological indications.</p><p><strong>Conclusions and limitations: </strong>IN nanocarrier systems display potential to enhance statin brain delivery by bypassing the BBB and first-pass metabolism. Nevertheless, current evidence is predominantly preclinical, with significant variability in study design, pharmacokinetic reporting, and safety evaluation. Translation to clinics will require standardized nose-to-brain metrics, long-term safety studies, scalable manufacturing processes, and early regulatory alignment.</p>","PeriodicalId":20004,"journal":{"name":"Pharmaceutical Development and Technology","volume":" ","pages":"1-43"},"PeriodicalIF":2.5,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145960068","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
Deep eutectic solvents as emerging carriers for antihyperlipidemic drugs: current trends and future perspectives. 深共晶溶剂作为新型抗高血脂药物载体:当前趋势和未来展望。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-10 DOI: 10.1080/10837450.2025.2611902
Sushant Gaikwad, Ambar Marne, Ashwini Gawade, Ashwin Kuchekar

The therapeutic effectiveness of the most antihyperlipidemic drugs, particularly Biopharmaceutics Classification system Class II drugs like statins, is severely limited by their low aqueous solubility and resulting low and variable oral bioavailability (e.g. ∼5% for simvastatin). Deep Eutectic solvents and Therapeutic Deep Eutectic System are explored in this review as an environmentally friendly and innovative next-generation platform designed to overcome these fundamental biopharmaceutical limitations. These systems function as good solubilizers, improving the dissolution rate and the thermodynamic stability of antihyperlipidemic drugs significantly. This directly enhances the drug absorption kinetics, resulting in more predictable and enhanced oral bioavailability. Commercialization of DESs still faces major challenges. Large-scale-up is difficult because their high viscosity reduces mixing and mass transfer efficiency. Also, a complete evaluation of their cytotoxicity, biodegradability, and long-term thermal stability is still needed to ensure their safe and sustainable use as effective pharmaceutical excipients.

大多数抗高脂血症药物的治疗效果,特别是生物制药分类系统II类药物,如他汀类药物,严重受到其低水溶性和导致低和可变的口服生物利用度(例如辛伐他汀约为5%)的限制。本文探讨了深共晶溶剂和治疗性深共晶系统作为一种环境友好和创新的下一代平台,旨在克服这些基本的生物制药限制。这些体系是良好的增溶剂,显著提高了抗高脂血症药物的溶解速度和热力学稳定性。这直接提高了药物吸收动力学,导致更可预测和提高口服生物利用度。DESs的商业化仍面临重大挑战。由于它们的高粘度降低了混合和传质效率,因此很难进行大规模放大。此外,还需要对它们的细胞毒性、生物降解性和长期热稳定性进行完整的评估,以确保它们作为有效的药物辅料的安全和可持续使用。
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引用次数: 0
Parabens potential as polymer additives in supersaturable formulations. 对羟基苯甲酸酯在过饱和配方中作为聚合物添加剂的潜力。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-08 DOI: 10.1080/10837450.2025.2612592
Maryam Maghsoodi, Mehdi Ezzati Nahand, Ali Nokhodchi

This study aimed to assess two parabens, methylparaben and propylparaben, as additives to study their effects on the ability of the eudragit S100 (EU) in stabilizing the supersaturation of dipyridamole (DP). Capability of EU/parabens binary compositions to stabilize DP supersaturation was compared with EU/parabens physical mixtures to recognize the influence of parabens on the EU-mediated DP supersaturation stabilization. The interaction between EU and parabens was studied by FT-IR studies. For EU/parabens binary compositions, the capability of EU in supersaturation stabilization of DP increased compared with the EU alone. When the EU was physically blended with parabens, DP supersaturation was not affected by the presence of parabens. This demonstrated that the impact of parabens on the supersaturation of DP could not be attributed to a higher stabilization influence on DP supersaturation exerted by the combination of the EU and parabens, but rather may be attributed to the enhancement effect of parabens on the dissolution rate of EU. FT-IR results demonstrated intermolecular interactions between EU and parabens which may contribute to enhancing the dissolution rate of EU. The recently revealed supersaturation improvement found in the present study is interesting and has the benefit of providing a higher drug supersaturation maintenance by polymers through the use of suitable additives.

目的:以对羟基苯甲酸甲酯和对羟基苯甲酸丙酯两种对羟基苯甲酸酯为添加剂,研究其对乌龙油S100 (EU)稳定双嘧达莫(DP)过饱和性能的影响。方法:比较EU/对羟基苯甲酸酯二元组合物与EU/对羟基苯甲酸酯物理混合物稳定DP过饱和的能力,以了解对羟基苯甲酸酯对EU介导的DP过饱和稳定的影响。用傅里叶变换红外光谱研究了EU与对羟基苯甲酸酯的相互作用。结果:对于EU/对羟基苯甲酸酯二元组合物,EU对DP的过饱和度稳定能力比单独添加EU增强。当EU与对羟基苯甲酸酯物理混合时,DP过饱和不受对羟基苯甲酸酯存在的影响。这说明对羟基苯甲酸酯对DP过饱和的影响不能归因于EU和对羟基苯甲酸酯联合对DP过饱和有更高的稳定作用,而可能归因于对羟基苯甲酸酯对EU溶出速率的增强作用。FT-IR结果表明,EU与对羟基苯甲酸酯之间存在分子间相互作用,这可能有助于提高EU的溶出速度。结论:最近在本研究中发现的过饱和改善是有趣的,并且通过使用合适的添加剂,聚合物提供了更高的药物过饱和维持。
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引用次数: 0
A comparative study of spray drying and jet milling in the preparation of nintedanib dry powder for inhalation. 喷淋干燥和喷磨制备吸入用尼达尼布干粉的比较研究。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-05 DOI: 10.1080/10837450.2025.2611906
Jingyu Shi, Hao Miao, Changhui Li, Zhenbo Tong

This study optimized nintedanib dry powder for inhalation (DPI) and compared it with organic solvent-based spray drying and jet milling. A solid dispersion of nintedanib, polyvinyl alcohol (PVA), and leucine was produced by spray drying from an ammonium carbonate (Ab) aqueous solution. Formulation and process variables-API:(PVA+leucine (L)) mass ratio, PVA:L ratio, API: Ab ratio, total solids, and feed flow-were systematically screened to yield particles with geometric size ≤5 μm. Powders were characterized for morphology, moisture, density, particle size distribution, crystallinity, assay, and aerodynamic deposition. The optimized formulation showed good flowability and stability, with API content >80% in DPI particles; mass median aerodynamic diameter (MMAD) was 4.18 μm and fine particle fraction (FPF) 36.59%, indicating effective deep-lung delivery potential. Compared with conventional methods, the aqueous spray drying route delivered comparable or superior in vitro inhalation performance and delivery efficiency, while improving safety during the preparation and usage process (such as reducing the risk of organic solvent residue and dust exposure). These results provide a practical strategy for safe, efficient nintedanib inhalation formulations and a platform to spray dry other poorly water-soluble drugs into DPI particles.

本研究优化了尼达尼布吸入性干粉(DPI),并将其与有机溶剂喷雾干燥和射流粉碎进行了比较。用喷雾干燥法从碳酸铵(Ab)水溶液中制备了尼达尼布、聚乙烯醇(PVA)和亮氨酸的固体分散体。系统筛选配方和工艺变量API:(PVA +亮氨酸(L))质量比、PVA:L比、API:Ab比、总固相、进料流量等,得到几何尺寸≤5 μm的颗粒。粉末的形貌,湿度,密度,粒度分布,结晶度,测定和空气动力学沉积表征。优化后的配方具有良好的流动性和稳定性,DPI颗粒中API含量达到80%;空气动力学质量中值直径(MMAD)为4.18 μm,细颗粒分数(FPF)为36.59%,显示了有效的深肺输送潜力。与常规方法相比,水喷雾干燥途径具有相当或更好的体外吸入性能和给药效率,同时提高了制备和使用过程中的安全性(如降低有机溶剂残留和粉尘暴露的风险)。这些结果为安全、高效的尼达尼布吸入制剂提供了实用策略,并为将其他难水溶性药物喷雾干燥到DPI颗粒中提供了平台。
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引用次数: 0
AI-guided real-time detection of flow irregularities and bottlenecks in pharmaceutical vial filling lines using vision-based models. 基于视觉模型的人工智能引导下药瓶灌装线流动不规则和瓶颈的实时检测。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-31 DOI: 10.1080/10837450.2025.2602581
Sai Vijay Thattukolla, Sai Vinay Thattukolla

Aim/background: Ensuring smooth and consistent vial flow on pharmaceutical filling line conveyors is essential for maintaining sterility, reducing downtime, and avoiding costly disruptions. However, irregular vial movement such as spacing gaps, clustering, and vial flipping is often seen, leading to filling delays, broken glass, machine stoppages, and extended batch times. Existing systems lack the ability to detect such irregularities in real time and provide actionable alerts.

Materials and methods: A lightweight, AI-guided framework was developed for detecting vial flow irregularities and classifying bottleneck risks using computer vision. A high-speed camera positioned above the conveyor captured video frames processed by YOLOv8 for real-time object detection. OpenCV was used to extract vial positions and calculate flow metrics (average spacing, standard deviation, inter-vial gap thresholds). A rule-based classification system assigned bottleneck risk levels: low, medium, or high. Operational conveyor footage from a pharmaceutical filling line was analyzed; to protect confidentiality, frames were de-identified and re-rendered as schematic visualizations that preserve vial geometry and spacing statistics.

Results: Across 15 operational frames, the classifier achieved an accuracy of 93.3%, F1-macro 95.21%. On throughput, the end-to-end pipeline processed frames at ∼18 FPS on CPU and ∼25 FPS on Jetson Nano. Detector evaluation yielded mAP@0.5 = 100.00%, mAP@[0.5:0.95] = 70.09%, precision = 98.65%, recall = 100.00%, F1 = 99.32% at confidence 0.50.

Conclusion: This scalable, non-invasive solution can be integrated into existing pharmaceutical lines to improve operational efficiency and product integrity. The rule-based approach offers interpretability, making it suitable for GMP-regulated environments. Across the operational validation set, the risk classifier achieved macro average precision of 95.24%, recall of 95.83%, and F1 of 95.21%.

目的/背景:确保药品灌装线输送机上的平稳和一致的小瓶流动对于保持无菌性,减少停机时间和避免昂贵的中断至关重要。然而,不规则的小瓶运动,如间距,聚类和小瓶翻转经常被看到,导致灌装延迟,玻璃破碎,机器停机,延长批次时间。现有系统缺乏实时检测此类违规行为并提供可操作警报的能力。材料和方法:开发了一种轻量级的人工智能引导框架,用于使用计算机视觉检测小瓶流动不规则性并对瓶颈风险进行分类。位于输送机上方的高速摄像机捕获由YOLOv8处理的视频帧,用于实时目标检测。OpenCV用于提取小瓶位置并计算流量指标(平均间距、标准差、小瓶间隙阈值)。基于规则的分类系统分配瓶颈风险级别:低、中或高。分析了某制药灌装线运行输送镜头;为了保护机密性,帧被去识别并重新渲染为保留小瓶几何形状和间距统计的示意图可视化。结果:在15个操作框架中,分类器的准确率达到93.3%,F1-macro达到95.21%。在吞吐量方面,端到端管道在CPU上以~ 18 FPS处理帧,在Jetson Nano上以~ 25 FPS处理帧。检测器评价收率mAP@0.5 = 100.00%, mAP@[0.5:0.95] = 70.09%,准确率= 98.65%,召回率= 100.00%,置信度0.50时F1 = 99.32%。结论:这种可扩展、无创的解决方案可以集成到现有的制药生产线中,以提高操作效率和产品完整性。基于规则的方法提供了可解释性,使其适合受gmp监管的环境。在整个操作验证集中,风险分类器的宏观平均精度达到95.24%,召回率达到95.83%,F1达到95.21%。
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引用次数: 0
Correction. 修正。
IF 2.5 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-24 DOI: 10.1080/10837450.2025.2607906
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期刊
Pharmaceutical Development and Technology
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