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Fluconazole-Niosome-Laden Contact Lens: A Promising Therapeutic Approach for Prolonged Ocular Delivery and Enhanced Antifungal Activity 氟康唑-含糖隐形眼镜:有望延长眼部给药时间并增强抗真菌活性的治疗方法
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-20 DOI: 10.1007/s12247-024-09850-w
Ghada E. Yassin, Mai A. Amer, Islam M. Mannaa, Maha Khalifa Ahmed Khalifa

Background

Traditional routes of administration of fluconazole such as eye drops have a low therapeutic efficacy due to insufficient bioavailability.

Purpose

Herein, a fluconazole noisome-laden contact lens was prepared to control and prolong the drug release and improve its bioavailability.

Methods

Two methods have been used to prepare fluconazole niosomes: solvent injection method and thin film hydration method utilizing span 60 and cholesterol mixture. Subsequently, formulations were optimized using three factors and a two-level factorial design and were subjected to in-vitro characterization for the size of niosomes, zeta potential, entrapment efficiency percent, and cytotoxicity study. The optimized fluconazole niosomes were further entrapped in contact lenses by the soaking method and were evaluated according to in-vitro release profile, and antimicrobial activity.

Results

The results revealed that the investigated fluconazole niosomes are of nano-size ranging from 228.2 to 769.2 nm with zeta-potential values between − 18.1 and − 60.2 mV. The entrapment efficiency percentage ranged from 51.3 to 75%. Fluconazole was released from fluconazole noisome-laden contact lens and showed a prolonged release up to 48–72 h with a cumulative release of 79.62%. Statistical analysis showed that fluconazole-noisome-laden contact lenses have a significant impressive fungal adhesion reduction as compared to fluconazole-laden contact lenses.

Conclusion

Fluconazole noisome-laden contact lenses are a promising therapeutic way for effective and prolonged treatment of ocular fungal infection.

背景传统的氟康唑给药途径(如滴眼液)因生物利用度不足而疗效不佳。目的制备了一种含氟康唑的含喧隐形眼镜,以控制和延长药物释放并提高其生物利用度。随后,利用三个因素和两级因子设计对配方进行了优化,并对niosomes的大小、zeta电位、夹持效率百分比和细胞毒性研究进行了体外表征。结果表明,所研究的氟康唑含膜具有 228.2 至 769.2 nm 的纳米尺寸,zeta 电位在 - 18.1 至 - 60.2 mV 之间。夹带效率百分比为 51.3% 至 75%。氟康唑从含氟康唑的隐形眼镜中释放,释放时间长达 48-72 小时,累积释放率为 79.62%。统计分析表明,与添加氟康唑的隐形眼镜相比,添加氟康唑的隐形眼镜能显著减少真菌粘附。
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引用次数: 0
Micelles-Encapsulated with Azithromycin and Ibuprofen for Synergistic Antibacterial at Different pH 胶囊包裹阿奇霉素和布洛芬,可在不同 pH 值下协同抗菌
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-20 DOI: 10.1007/s12247-024-09853-7
Runliang Feng, Shiyu Chen, Yingshun Zhao, Mingzhu Wang, Yuli Li, Yunjing Jia, Zhimei Song

Purpose

To improve azithromycin’s antibacterial activity at different pH through combination therapy.

Method

Azithromycin- and ibuprofen-loaded micelles were fabricated by the self-assembly of MPEG-PVL copolymer, respectively.

Results

The drug-loaded micelles had controlled drug release property with water-solubility improvement. Notably, at pH 7.4 or 6.0, the in vitro antibacterial experiments demonstrated that there was no synergistic effect for the two native drugs against S. aureus, but a significant synergy was observed when the two preparations were used in combination. In vitro PI fluorescence staining experiment demonstrated that the introduction of ibuprofen-loaded micelles obviously increased cellular uptake under low concentration of azithromycin-loaded micelles. Through SEM and spectral evaluation experiments, it was found that ibuprofen-loaded micelles could increase the cell permeability by interacting with proteins and phospholipids in the cell membrane, which was conducive to promoting azithromycin-loaded micelles to enter the cells and play a drug effect.

Conclusion

The azithromycin- and ibuprofen-loaded micelles with synergistically enhanced antibacterial activity are potential candidates for effective bacterial combination therapy.

Graphical Abstract

目的通过联合疗法提高阿奇霉素在不同pH值下的抗菌活性。方法利用MPEG-PVL共聚物的自组装技术分别制备了阿奇霉素和布洛芬载药胶束。值得注意的是,在 pH 值为 7.4 或 6.0 的条件下,体外抗菌实验表明两种原生药物对金黄色葡萄球菌没有协同作用,但当两种制剂联合使用时,则观察到了明显的协同作用。体外 PI 荧光染色实验表明,在低浓度阿奇霉素胶束的作用下,布洛芬胶束的引入明显增加了细胞的吸收。通过扫描电镜和光谱评价实验发现,布洛芬载药胶束能通过与细胞膜上的蛋白质和磷脂相互作用增加细胞的通透性,有利于促进阿奇霉素载药胶束进入细胞发挥药效。
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引用次数: 0
Formulation Development and In-Vitro Assessment of Rilpivirine Nanobilosomes 利匹韦林纳米吸附体的制剂开发和体外评估
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-19 DOI: 10.1007/s12247-024-09852-8
Purnima Rawat, Sharad Gupta, Syed Sarim Imam

This study focused on the preparation and characterization of rilpivirine-loaded nanobilosomes. Formulations were developed using rilpivirine, phosphatidylcholine S-100 (SPC), and sodium deoxycholate (SDC) via the thin film hydration method. The nanobilosomes were characterized for vesicle size, polydispersity index (PDI), surface charge, and entrapment efficiency (%EE). Thermal behavior and drug-excipient interactions were analyzed using differential scanning calorimetry (DSC) and Fourier transform infrared spectroscopy (FTIR). Transmission electron microscopy (TEM) revealed that BS-06 nanobilosomes possess a smooth and uniform surface morphology. In vitro cytotoxicity assays were conducted on HeLa and HEK 293 cell lines, and minimum inhibitory concentration (MIC) was assessed against S. aureus and E. coli. Stability was monitored over 3 months at various temperatures. The optimized formulation (BS-06) exhibited a vesicle size of 132.8 ± 4.0 nm, a zeta potential of -30.10 ± 0.8 mV, and a PDI of 0.20, demonstrating optimal surface characteristics and maximum entrapment efficiency. In vitro release studies indicated a maximum drug release of 84.81 ± 4.6% over 24 h. Cytotoxicity studies showed that BS-06 improved cell viability in HeLa and HEK 293 cell lines at 24 and 48 h and enhanced antibacterial activity against S. aureus and E. coli. Overall, our findings highlight the potential of rilpivirine-loaded nanobilosomes as a promising drug delivery system for HIV/AIDS, with enhanced dissolution, stability and biocompatibility.

本研究的重点是制备和表征负载利匹韦林的纳米生物体。通过薄膜水合法,使用利匹韦林、磷脂酰胆碱 S-100 (SPC) 和脱氧胆酸钠 (SDC) 开发了制剂。纳米吸附体的特征包括囊泡大小、多分散指数(PDI)、表面电荷和吸附效率(%EE)。使用差示扫描量热法(DSC)和傅立叶变换红外光谱法(FTIR)分析了热行为和药物与赋形剂之间的相互作用。透射电子显微镜(TEM)显示,BS-06 纳米纤维素体具有光滑均匀的表面形态。在 HeLa 和 HEK 293 细胞系上进行了体外细胞毒性试验,并评估了对金黄色葡萄球菌和大肠杆菌的最小抑菌浓度(MIC)。在不同温度下对其稳定性进行了 3 个月的监测。优化配方(BS-06)的囊泡大小为 132.8 ± 4.0 nm,zeta 电位为 -30.10 ± 0.8 mV,PDI 为 0.20,显示出最佳的表面特性和最高的包埋效率。细胞毒性研究表明,BS-06 在 24 和 48 小时内提高了 HeLa 和 HEK 293 细胞系的细胞活力,并增强了对金黄色葡萄球菌和大肠杆菌的抗菌活性。总之,我们的研究结果凸显了负载利匹韦林的纳米生物体作为一种治疗艾滋病毒/艾滋病的给药系统的潜力,它具有更好的溶解性、稳定性和生物相容性。
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引用次数: 0
Revolutionizing Pharma: Prioritizing Industry 4.0 Implementation Challenges in the Indian Pharmaceutical Landscape Through Analytical Hierarchy Process Analysis 变革制药业:通过层次分析法确定印度制药业实施工业 4.0 挑战的优先次序
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-10 DOI: 10.1007/s12247-024-09849-3
Aditya Dhiman, Pankaj Madan

Purpose

The manufacturing industry is changing quickly because of trends like automation and high-volume customization. Industry 4.0 is a movement towards digitization that incorporates cutting-edge technologies to improve consumer experiences and provide better control over production operations. The primary objective of this study is to identify and prioritize the significant obstacles hindering the implementation of Industry 4.0 technologies within the Indian pharmaceutical sector.

Methods

A multi-methodological approach was taken, consisting of the following steps: (1) creating a keyword string based on the PICO framework to collect pertinent literature; (2) using the Delphi technique to interview industry experts; and (3) using the Analytical Hierarchy Process (AHP) to rank challenges by significance.

Result

The study identified and ranked fifteen critical obstacles that Indian pharmaceutical companies must overcome to implement Industry 4.0. The analysis revealed that ‘lack of awareness’ is the most significant barrier.

Conclusion

Promoting awareness through focused education and industry engagement is crucial to realizing the impending of Industry 4.0.

目的由于自动化和大批量定制等趋势,制造业正在迅速发生变化。工业 4.0 是一场数字化运动,它将尖端技术融入其中,以改善消费者体验并更好地控制生产运营。本研究的主要目的是确定阻碍印度制药行业实施工业 4.0 技术的重大障碍,并对其进行优先排序:(结果该研究确定了印度制药公司实施工业 4.0 必须克服的 15 个关键障碍,并对其进行了排序。分析表明,"缺乏意识 "是最重要的障碍。结论通过有针对性的教育和行业参与提高意识对于实现即将到来的工业 4.0 至关重要。
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引用次数: 0
Elucidating of Fluconazole Cocrystallization With a Cutting-Edge Nutraceutical Coformer for Enhanced Formulation Strategies 利用先进的营养保健品共聚物阐明氟康唑的结晶过程,从而改进配方策略
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-25 DOI: 10.1007/s12247-024-09848-4
Payal Vithlapara, Malaykumar Chotaliya, Dhaval Mori, Kiran Dudhat

Introduction

This current research reports the synthesis and characterization of a cocrystal of Fluconazole (FLU), a widely used antifungal drug, with a nutraceutical coformer (NCF) that has potential health benefits as well as improving its solubility and antifungal activity.

Method

The co-crystal was obtained by solvent evaporation in a stoichiometric ratio using three natural coformers: Ferulic acid, caffeic acid, and glycerine, and characterized by various analytical techniques, including Powder x-ray diffraction (PXRD), Differential scanning calorimetry (DSC), and Fourier transform infrared (FTIR) spectroscopy.

Results

The cocrystals showed lower heats of fusion (ΔH) compared to pure Fluconazole, indicating the possibility of increased entropy and solubility for all cocrystals. Using the solvent evaporation method with ferulic acid, caffeic acid, and glycine showed significant enhancement of solubility, ranging from 1.06-fold to 4.80-fold, depending on the co-former and different media used.

Discussion and Conclusion

The zone of inhibition assay showed that cocrystals of Fluconazole with nutraceuticals (FLU+CAF, FLU+GLY, and FLU+FER) exhibited higher zones of inhibition compared to pure Fluconazole and DMSO control. Solubility and dissolution studies revealed that cocrystals of Fluconazole with nutraceutical coformers could be an effective approach to enhancing the solubility and antifungal activity of Fluconazole.

Graphical Abstract

引言本研究报告了氟康唑(FLU)共晶体的合成和表征,氟康唑是一种广泛使用的抗真菌药物,与营养保健品共聚物(NCF)的共晶体具有潜在的健康益处,并能改善其溶解性和抗真菌活性:结果与纯氟康唑相比,共晶体的熔点(ΔH)较低,这表明所有共晶体的熵和溶解度都有可能增加。使用阿魏酸、咖啡酸和甘氨酸的溶剂蒸发法显示,溶解度显著提高,从 1.06 倍到 4.80 倍不等,取决于共形物和使用的不同介质。讨论与结论抑菌区测定显示,与纯氟康唑和 DMSO 对照组相比,氟康唑与营养保健品(FLU+CAF、FLU+GLY 和 FLU+FER)的共晶体显示出更高的抑菌区。溶解度和溶解度研究表明,氟康唑与营养保健品共聚物的共晶体可以有效提高氟康唑的溶解度和抗真菌活性。
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引用次数: 0
Optimizing Nimesulide Loaded Cubosomal Gel for Enhanced Efficacy: A Systematic Engineering Approach with Factorial Design for Topical Applications 优化 Nimesulide 负载立方体凝胶以提高药效:用于局部应用的因子设计系统工程方法
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-22 DOI: 10.1007/s12247-024-09847-5
Vinay Deshmukh, Yogesh V. Pore, Rais Shikalgar, G. S. Bangale, Sonu Rathod, D. P. Pawar

Purpose

The primary aim of this study is to develop a cubosome nanoformulation for the optimized delivery of nimesulide, with a focus on improving its efficacy and reducing adverse effects. The ultimate goal is to advance the pharmaceutical application of nimesulide by achieving sustained release kinetics.

Method

A systematic approach was employed to develop nine cubosomal formulations using a top-down strategy with the primary focus on optimizing the lipid (glyceryl monooleate - GMO: X1) and surfactant (Pluronic F-127 - PF-127: X2) concentrations. The selection of these variables was based on a 32-factorial design. The impact of varying concentrations of GMO and PF-127 on critical parameters such as particle size distribution and entrapment efficiency were thoroughly investigated.

Results

The optimized formulation demonstrated favorable characteristics, including a particle size ranging from 153.5 ± 4.99 to 199.6 ± 10.23 nm, and EE between 70.5 ± 1.85 to 88 ± 2.17%. Zeta potential values ranged from − 35.6 to -40.5 mV, while PDI values fell within the range of 0.32 to 0.51. In vitro investigations revealed a meticulously sustained drug release profile with regulated kinetics observed over a 24 h period. Rheological studies provided insights into the viscoelastic behaviour and structural integrity of the cubosomal gel formulation. Ex vivo absorption studies conducted on goat skin demonstrated superior drug absorption and sustained release patterns compared to a commercially available gel.

Conclusions

The study concludes that the application of nimesulide-loaded cubosomal gel has the potential to enhance drug absorption and facilitate sustained release. This nanoformulation presents a promising strategy for improving the topical delivery of nimesulide while minimizing adverse effects.

目的 本研究的主要目的是开发一种立方体纳米制剂,用于优化尼美舒利的给药,重点是提高其疗效并减少不良反应。方法采用自上而下的策略,以优化脂质(单油酸甘油酯 - GMO:X1)和表面活性剂(Pluronic F-127 - PF-127:X2)浓度为主要重点,开发了九种立方体制剂。这些变量的选择基于 32 因子设计。结果优化后的制剂表现出良好的特性,包括粒径在 153.5 ± 4.99 至 199.6 ± 10.23 nm 之间,EE 在 70.5 ± 1.85 至 88 ± 2.17% 之间。Zeta 电位值在 - 35.6 到 -40.5 mV 之间,而 PDI 值在 0.32 到 0.51 之间。体外研究显示,在 24 小时的时间内,药物的释放曲线非常稳定,并具有调节的动力学特性。流变学研究有助于深入了解立方体凝胶配方的粘弹性行为和结构完整性。在山羊皮上进行的体内外吸收研究表明,与市售凝胶相比,药物吸收和持续释放模式更优越。这种纳米制剂为改善尼美舒利的局部给药提供了一种很有前景的策略,同时最大限度地减少了不良反应。
{"title":"Optimizing Nimesulide Loaded Cubosomal Gel for Enhanced Efficacy: A Systematic Engineering Approach with Factorial Design for Topical Applications","authors":"Vinay Deshmukh,&nbsp;Yogesh V. Pore,&nbsp;Rais Shikalgar,&nbsp;G. S. Bangale,&nbsp;Sonu Rathod,&nbsp;D. P. Pawar","doi":"10.1007/s12247-024-09847-5","DOIUrl":"10.1007/s12247-024-09847-5","url":null,"abstract":"<div><h3>Purpose</h3><p>The primary aim of this study is to develop a cubosome nanoformulation for the optimized delivery of nimesulide, with a focus on improving its efficacy and reducing adverse effects. The ultimate goal is to advance the pharmaceutical application of nimesulide by achieving sustained release kinetics.</p><h3>Method</h3><p>A systematic approach was employed to develop nine cubosomal formulations using a top-down strategy with the primary focus on optimizing the lipid (glyceryl monooleate - GMO: X<sub>1</sub>) and surfactant (Pluronic F-127 - PF-127: X<sub>2</sub>) concentrations. The selection of these variables was based on a 3<sup>2</sup>-factorial design. The impact of varying concentrations of GMO and PF-127 on critical parameters such as particle size distribution and entrapment efficiency were thoroughly investigated.</p><h3>Results</h3><p>The optimized formulation demonstrated favorable characteristics, including a particle size ranging from 153.5 ± 4.99 to 199.6 ± 10.23 nm, and EE between 70.5 ± 1.85 to 88 ± 2.17%. Zeta potential values ranged from − 35.6 to -40.5 mV, while PDI values fell within the range of 0.32 to 0.51. In vitro investigations revealed a meticulously sustained drug release profile with regulated kinetics observed over a 24 h period. Rheological studies provided insights into the viscoelastic behaviour and structural integrity of the cubosomal gel formulation. Ex vivo absorption studies conducted on goat skin demonstrated superior drug absorption and sustained release patterns compared to a commercially available gel.</p><h3>Conclusions</h3><p>The study concludes that the application of nimesulide-loaded cubosomal gel has the potential to enhance drug absorption and facilitate sustained release. This nanoformulation presents a promising strategy for improving the topical delivery of nimesulide while minimizing adverse effects.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"19 4","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141505524","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
Defining the Range of Calibration Burden: From Full Calibration to Calibration-Free 定义校准负担范围:从完全校准到无校准
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-19 DOI: 10.1007/s12247-024-09839-5
Adam J. Rish, Samuel Henson, James K. Drennen, Carl A. Anderson

The expansion of spectroscopic process analytical technology (PAT) within the pharmaceutical industry requires chemometric models to enable spectral interpretation. However, calibration of chemometric models often require an intense time, material, and financial burden which may discourage PAT deployment. The advancement of modeling strategies that reduce this calibration burden necessitates consistent terminology for describing model inputs and overall calibration burden throughout chemometric literature. The goal of this article is to define levels of calibration burden by clarifying dataset classifications and model inputs during PAT method development. The scope of this work is specific to calibration of chemometric models incorporated in PAT methods. Harmonizing the language used in the field of chemometrics to describe calibration burden benefits both pharmaceutical manufacturers and regulatory agencies.

光谱过程分析技术(PAT)在制药行业的推广需要化学计量模型来进行光谱解读。然而,化学计量模型的校准往往需要大量的时间、材料和资金,这可能会阻碍 PAT 的应用。要推进可减轻校准负担的建模策略,就必须在化学计量学文献中使用一致的术语来描述模型输入和总体校准负担。本文的目的是在 PAT 方法开发过程中,通过明确数据集分类和模型输入,界定校准负担的程度。这项工作的具体范围是校准 PAT 方法中的化学计量模型。统一化学计量学领域描述校准负担的语言对制药商和监管机构都有好处。
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引用次数: 0
Development and Evaluation of Stable Long Circulating Decitabine-loaded Copolymeric Nanoparticles: Harnessing QbD Approach and Lyophilization Technique 开发和评估稳定的长循环地西他滨负载共聚纳米粒子:利用 QbD 方法和冻干技术
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-19 DOI: 10.1007/s12247-024-09836-8
Parameswar Patra, Sumeet Katke, Sonali Singh, Kanan Panchal, Abhishek Johari, Anushka Vivek Pawar, Rishi Paliwal, Akash Chaurasiya

Purpose

Decitabine is an inhibitor of DNA methyltransferase used to treat various types of leukemias. However, it is highly unstable in nature thereby needing an innovative intervention to harness its benefits. Thus, the study aimed to develop a stable nano-formulation of decitabine with improved pharmacokinetic characteristics.

Method

In the present study, the Quality by Design approach was employed to systematically design and optimize decitabine-loaded nanoparticles. The nanoparticles were fabricated with emulsion solvent diffusion method and screened by 2K-1 fractional factorial design followed by Box-Behnken design to obtain nanoparticles with desirable characteristics. The optimized uncoated formulation was surface-modified to obtain PEGylated nanoparticles. The developed nanoparticles were further lyophilized using a suitable lyophilization cycle to obtain highly stable decitabine-loaded nanoparticles. The developed nanoformulations were assessed with in vitro and in vivo evaluation.

Result

The lyophilized decitabine-loaded, uncoated and PEGylated nanoparticles exhibited a particle size of 194.5 nm and 177.9 nm and zeta potential of -32.9 mV and − 31.0 mV, respectively. Also, these exhibited a desirable encapsulation efficiency of 85.2% and 90.9%, respectively. The developed nanoformulations indicated a prolonged drug release over a period of 7 h. The in vivo study confirmed the improved pharmacokinetic parameters for drug-loaded nanoparticles in comparison to drug solution.

Conclusion

The drug-loaded lyophilized nanoparticles were successfully developed and showcased superior quality attributes in both in vitro and in vivo assessments. This study thereby underscores the possible application of this nano-therapeutic system for leukemia treatment with implications for the broader landscape of nanomedicine and precision technology.

目的 地西他滨是一种 DNA 甲基转移酶抑制剂,用于治疗各种类型的白血病。然而,它的性质极不稳定,因此需要创新的干预措施来利用它的益处。因此,本研究旨在开发一种稳定的地西他滨纳米制剂,并改善其药代动力学特性。方法在本研究中,采用了 "质量源于设计 "的方法来系统地设计和优化地西他滨负载纳米颗粒。采用乳液溶剂扩散法制备纳米颗粒,并通过 2K-1 分因子设计和盒-贝肯设计进行筛选,以获得具有理想特性的纳米颗粒。对优化后的无涂层配方进行表面修饰,以获得 PEG 化纳米粒子。使用合适的冻干循环进一步冻干所开发的纳米颗粒,以获得高度稳定的地西他滨负载纳米颗粒。结果冻干的地西他滨未包衣纳米颗粒和 PEG 化纳米颗粒的粒径分别为 194.5 nm 和 177.9 nm,zeta 电位分别为 -32.9 mV 和 -31.0 mV。此外,这些颗粒的理想封装效率分别为 85.2% 和 90.9%。体内研究证实,与药物溶液相比,负载药物的纳米颗粒的药代动力学参数得到了改善。因此,这项研究强调了这种纳米治疗系统在白血病治疗中的可能应用,并对更广泛的纳米医学和精准技术领域产生了影响。
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引用次数: 0
Editorial: Biopharmaceutical Innovation 社论:生物制药创新
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-17 DOI: 10.1007/s12247-024-09846-6
Stephen Scypinski
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引用次数: 0
Robots for Interventions: Proof-of-Concept Method for High-Speed Filling Line Interventions Towards the Removal of Gloves 干预机器人:高速灌装线干预概念验证法:摘除手套
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-07 DOI: 10.1007/s12247-024-09845-7
Ivo Dekker, Pieter Waelbers, Wido Tancer, Karel Kellens, Eric Demeester

Purpose

Although pharmaceutical high-speed filling lines are fully automated, interventions are still performed by hand via glove ports. Bringing robots into the high-speed production lines for the handling of interventions could increase both the thoughput and the sterility of the system. The work presented in this manuscript proposes a semi-autonomous intervention strategy for the removal of erroneous plungers.

Methods

A YOLOv8-based computer vision algorithm continuously monitors the state of the plunger feed. Autonomous motion planning is used for large, general movements, while human-operated teleoperation with system guidance allows for small, precise motions. The combination of both creates a intuitive, gloveless intervention method.

Results

A user test with a group of 22 volunteers shows that an untrained operator can perform the teleoperated intervention via this system in an average of (pm 30)s and (pm 21)s when the plungers are static and dynamic respectively. Via a Likert-scale based questionnaire, it was found that the test group experienced the haptic system as very intuitive. Additionally, the system is capable of running completely remotely via a two-laptop setup, which has been tested at distances up to 100km.

Conclusion

An intuitive, haptic semi-autonomous teleoperation system is created for the execution of a plunger removal intervention. Both in a static and dynamic scenario, an improvement of the operating time is observed compared to the current glove-based method (2 to 3 min). The system can run fully remotely and was found to be very intuitive by the user group.

目的虽然药品高速灌装线已实现全自动化,但仍需通过手套口进行人工干预。将机器人引入高速生产线进行干预处理可提高系统的产量和无菌性。本手稿中介绍的工作提出了一种半自主干预策略,用于清除错误的柱塞。方法基于 YOLOv8 的计算机视觉算法可持续监控柱塞进给状态。自主运动规划用于大型、一般的运动,而带有系统引导的人工远程操作则用于小型、精确的运动。由 22 名志愿者组成的用户测试表明,当柱塞处于静态和动态时,未经训练的操作员可以通过该系统在平均 (pm 30)s 和 (pm 21)s 的时间内完成远程操作干预。通过基于李克特量表的问卷调查,测试组发现触觉系统非常直观。此外,该系统还能通过两台笔记本电脑完全远程运行,测试距离最远可达 100 公里。在静态和动态情况下,与目前基于手套的方法(2 至 3 分钟)相比,操作时间都有所缩短。该系统可以完全远程运行,用户群认为非常直观。
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引用次数: 0
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Journal of Pharmaceutical Innovation
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