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Development, Comparison, and Qualification of Predictive Pharmaceutical Stability Models Using Independent Statistical Tools 使用独立统计工具开发、比较和鉴定药物稳定性预测模型
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-23 DOI: 10.1007/s12247-024-09840-y
Mingkun Fu, Andrea Orta, Robert Bujalski, Jennifer Greene, Lakshminarasimhan Pranatharthiharan

Purpose

The predictive modeling approach to assess long-term stability performance of pharmaceuticals by using short-term accelerated stability is of significant value to accelerate development timelines, enhance stability confidence, and improve product quality and regulatory compliance. Herein, the head-to-head quantitative comparison of predictive stability models developed by two independent statistical tools was conducted as a unique approach to assess and qualify the model parameters, the statistical tools, and stability predictions.

Methods

The moisture-modified Arrhenius equation and two independent statistical tools including ASAPprime® and JMP® software were utilized to develop predictive pharmaceutical stability models for a humidity independent case study and a humidity dependent case study.

Results

Various temperature and humidity stress conditions were utilized to develop stability models with ASAPprime® and JMP® softwares to provide a reasonably accurate fit as the coefficient of determination R2 was not less than 0.99. Many statistical tools including leverage plot, p value, three-dimension plot in JMP® models were employed to provide unique visual extrapolation. ASAPprime® model offered database of packaging and excipient to enable assessing package protection, which JMP® model lacked. The prediction outcomes of the stability models were later confirmed by the independent long-term stability data.

Conclusion

Both humidity independent and humidity dependent cases were investigated in the predictive stability modeling approach with success. This approach is applicable and is aligned with global regulatory agency expectations of using science, data, and statistical tools to de-risk stability concerns, enable early and fast decision making, and enhance product quality in pharmaceutical development.

目的 通过短期加速稳定性来评估药品长期稳定性能的预测建模方法对于加快开发时间、增强稳定性信心、提高产品质量和监管合规性具有重要价值。在此,我们对两种独立统计工具开发的预测稳定性模型进行了正面定量比较,以此作为一种独特的方法来评估和鉴定模型参数、统计工具和稳定性预测。方法 利用水分修正阿伦尼乌斯方程和两个独立的统计工具(包括 ASAPprime® 和 JMP® 软件),为独立于湿度的案例研究和依赖于湿度的案例研究开发预测性药物稳定性模型。在 JMP® 模型中使用了许多统计工具,包括杠杆图、P 值、三维图等,以提供独特的可视化推断。ASAPprime® 模型提供了包装和辅料数据库,可用于评估包装保护,这是 JMP® 模型所缺乏的。稳定性模型的预测结果后来得到了独立的长期稳定性数据的证实。这种方法是适用的,符合全球监管机构的期望,即利用科学、数据和统计工具来降低稳定性问题的风险,实现早期快速决策,提高药品开发的产品质量。
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引用次数: 0
Green Synthesis of Silver Nanoparticles by Using Anthemis Tricolor Boiss., Factorial Design for Parameter Optimization, Characterization and In-Vitro Biological Activities 利用 Anthemis Tricolor Boiss.
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-21 DOI: 10.1007/s12247-024-09842-w
Burcu Sumer Tuzun, Tugce Fafal, Işik Ozguney, Bijen Kivcak

Purpose

The objectives of the study are to obtain silver nanoparticles using Anthemis tricolor in an environmentally friendly, economical, and more effective way with green synthesis and also to determine the most appropriate parameters by examining the effects of preparation conditions on particle size, polydispersity index, and zeta potential using factorial design and further to compare the bioactivity results between water extract and silver nanoparticles. Thus, it is aimed to shed light on further studies on the lightening effects of nanoparticles on the skin.

Methods

In this study, silver nanoparticles were synthesized by reduction using Anthemis tricolor water extract and silver nitrate solution. Then, various characterization methods (Ultraviolet-Visible Spectroscopy, X-Ray Diffraction analysis) were studied. In addition, the effects of incubation temperature, silver nitrate solution concentration, and extract volume on particle size, zeta potential, and polydispersity index were investigated, and optimum parameters were determined. In addition, antioxidant activities of water extract and silver nanoparticles (DPPH Radical Scavenging Activity, ABTS Radical Cation Scavenging Activity, and Cupric Reducing Antioxidant Capacity) and tyrosinase inhibitory activities were determined.

Results

According to the results, it was observed that biosynthesis took place with the absorption peak at 440 nm. In addition, changes in peak intensities and shifts in values that occur at the end of nanoparticle formation were determined by Fourier Transform Infrared Spectroscopy. Cubic morphology was determined by Scanning Electron Microscopy. The existence of (111), (200), (220) and (311) planes was proved by X-ray diffraction analysis, confirming the existence of silver nanoparticles in a cubic structure. The optimized parameters were determined for silver nanoparticles obtained by incubating 5 ml of an extract with 1 mM silver nitrate solution at 25 °C. Polydispersity index, zeta potential, and particle size values were in the appropriate range. On the other hand, it was observed than silver nanoparticles’ antioxidant and tyrosinase inhibitory activities were higher than those the water extract.

Conclusion

It was concluded that Anthemis tricolor could be presented as an effective, stable, reducing agent. It also suggested that it can be used due to its antioxidant and tyrosinase inhibitory activities and directed to further studies for skin-lightening preparations.

目的 本研究的目的是利用三色金银花以环保、经济、更有效的绿色合成方法获得纳米银粒子,并通过因子设计研究制备条件对粒度、多分散指数和 zeta 电位的影响,确定最合适的参数,进一步比较水提取物和纳米银粒子的生物活性结果。本研究使用三色金银花水提取物和硝酸银溶液通过还原法合成了纳米银粒子。然后,研究了各种表征方法(紫外-可见光谱、X 射线衍射分析)。此外,还研究了培养温度、硝酸银溶液浓度和提取物体积对粒度、ZETA电位和多分散指数的影响,并确定了最佳参数。此外,还测定了水提取物和纳米银颗粒的抗氧化活性(DPPH 自由基清除活性、ABTS 自由基阳离子清除活性和铜还原抗氧化能力)以及酪氨酸酶抑制活性。此外,傅里叶变换红外光谱法测定了纳米粒子形成末期的峰强度变化和峰值移动。扫描电子显微镜测定了立方体形态。X 射线衍射分析证明了 (111)、(200)、(220) 和 (311) 平面的存在,证实了立方结构中银纳米粒子的存在。将 5 毫升提取物与 1 毫摩尔硝酸银溶液在 25 °C下培养,确定了银纳米粒子的优化参数。多分散指数、ZETA电位和粒度值都在合适的范围内。另一方面,银纳米颗粒的抗氧化活性和抑制酪氨酸酶活性高于水提取物。结论认为,三色金银花可以作为一种有效、稳定的还原剂,还建议将其用于抗氧化和抑制酪氨酸酶的活性,并进一步研究其在美白制剂中的应用。
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引用次数: 0
Fabrication, Physicochemical Characterization, and in Silico Evaluation of Bilayer Nanofibers as a Potential Sustained Crocin Delivery Dressing 双层纳米纤维的制备、理化表征和硅学评估--作为一种潜在的克罗恩持续给药敷料
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-21 DOI: 10.1007/s12247-024-09838-6
Nazanin Goshtasbi, Fatemeh Mehryab, Seyed Alireza Mortazavi, Raziyeh Ghorbani, Azadeh Haeri

Purpose

This research aimed to produce zein-based bilayer nanofibers to sustain the release of crocin. Zein and gelatin were blended to form the drug-eluting layer, while polycaprolactone (PCL) was used to fabricate the backing layer.

Methods

Bilayer nanofibers were fabricated through sequential electrospinning. For fabricating the drug-eluting layer, zein solutions at the concentrations of 30% and 40% w/v were prepared and blended with gelatin solution (20% w/v) at four zein/gelatin solution mass ratios. After finding the optimized solution, PCL (12% w/v) was electrospun on the drug-eluting layer. The prepared nanofibers were characterized regarding morphology, FTIR, XRD, water contact angle, swelling, in vitro release, and mechanical properties. Molecular docking studies were also used to demonstrate interactions in crocin-zein and crocin-gelatin complexes.

Results

SEM micrographs showed that the ideal nanofibers consisted of zein 40% w/v and gelatin 20% w/v with a zein/gelatin solution mass ratio of 80:20. These nanofibers had an average diameter of ~ 500 nm and showed a good yield in the production process. Solid state characterizations (FTIR and XRD) demonstrated compatibility between crocin and the polymers. The bilayer nanofibers exhibited sustained release of crocin (up to 56.6% in 5 days) by preventing the shrinkage of the zein/gelatin nanofibers. Additionally, the bilayer nanofibers exhibited improved mechanical properties. Computational characterization showed favorable binding energies of -5.9 kcal/mol for the gelatin-crocin complex and -5.6 kcal/mol for the zein-crocin complex.

Conclusion

Based on the findings, it appears that the zein-based bilayer nanofibers could be an effective delivery system for crocin, potentially providing a sustained release for localized applications.

Graphical Abstract

目的 本研究旨在制备基于玉米蛋白的双层纳米纤维,以维持羊角霉素的释放。方法通过顺序电纺制造双层纳米纤维。为了制造药物洗脱层,制备了浓度为 30% 和 40% w/v 的玉米蛋白溶液,并以四种玉米蛋白/明胶溶液的质量比将其与明胶溶液(20% w/v)混合。找到最佳溶液后,在药物洗脱层上电纺 PCL(12% w/v)。所制备的纳米纤维在形态、傅立叶变换红外光谱、X射线衍射、水接触角、溶胀、体外释放和机械性能等方面均有特征。结果SEM 显微照片显示,理想的纳米纤维由 40% w/v 的玉米蛋白和 20% w/v 的明胶组成,玉米蛋白/明胶溶液的质量比为 80:20。这些纳米纤维的平均直径约为 500 nm,在生产过程中显示出良好的产量。固态表征(傅立叶变换红外光谱和 X 射线衍射)表明,牛黄素与聚合物之间具有相容性。通过防止玉米蛋白/明胶纳米纤维的收缩,双层纳米纤维表现出了持续释放黄曲霉素的能力(5 天内释放量可达 56.6%)。此外,双层纳米纤维还具有更好的机械性能。计算表征结果表明,明胶-藏红霉素复合物的结合能为-5.9 kcal/mol,玉米蛋白-藏红霉素复合物的结合能为-5.6 kcal/mol。
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引用次数: 0
Has the Establishment of a FTZ Promoted the High-quality Development of the Pharmaceutical Manufacturing Industry?——Quasi Natural Experiments Based on the Establishment of the First Three Batches of Pilot FTZ 自贸区的建立促进了医药制造业的高质量发展吗--基于前三批自贸试验区建设的准自然实验
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-18 DOI: 10.1007/s12247-024-09837-7
Dingxiang Fan, Mengjie He, Yanting Yu, Yuguo Liu

Purpose

As a strategic emerging and high-tech industry in China, the pharmaceutical industry is significantly impacted by the establishment of free trade zones (FTZs). However, current research on the effects of China’s FTZ establishment has mainly focused on qualitative studies from a macro perspective, such as economic growth, with fewer studies providing direct quantitative evaluations from the perspective of the micro industry. This paper aims to explore the policy effects and mechanisms that promote the high-quality development of the pharmaceutical manufacturing industry, taking industrial structure upgrading as the entry point.

Methods

Based on 2009–2021 provincial-level panel data, this paper constructs an evaluation index system for the high-quality development of the pharmaceutical manufacturing industry and calculates the high-quality development level of this industry in the first three FTZ batches. It empirically examines the impact of FTZ policies on the high-quality development of the industry by adopting time-varying difference-in-differences (DID) and spatial DID methods.

Results

Overall, pilot FTZ establishment can significantly promote the high-quality development of the pharmaceutical industry. Regarding spatial effects, pilot FTZ establishment has a spatial spillover effect that promotes the high-quality development of the industry in neighboring regions. Regarding the driving mechanism, the effect of pilot FTZ establishment occurs mainly through industrial structure upgrading, which enhances the high-quality development level of the pharmaceutical industry. Regarding regional comparison, coastal pilot FTZ establishment has a smaller promoting effect on the high-quality development of the industry than inland pilot FTZ establishment.

Conclusion

This paper reveals the impact of pilot FTZ establishment on the high-quality development of the pharmaceutical manufacturing industry and the impact path from the perspective of institutional change, providing factual evidence at the institutional level for interpreting the driving factors of the high-quality development of this industry.

目的 作为中国的战略性新兴产业和高新技术产业,医药行业受到自由贸易区(FTZ)建设的重大影响。然而,目前关于中国自贸区建设效应的研究主要集中在经济增长等宏观角度的定性研究,从微观产业角度进行直接定量评估的研究较少。本文旨在以产业结构升级为切入点,探讨促进医药制造业高质量发展的政策效应和机制。方法本文基于 2009-2021 年省级面板数据,构建了医药制造业高质量发展评价指标体系,并计算了前三批自贸区中医药制造业的高质量发展水平。结果总体而言,自贸试验区的设立能够显著促进医药产业的高质量发展。在空间效应方面,自贸试验区建设具有空间溢出效应,促进了周边地区医药产业的高质量发展。在动力机制方面,自贸试验区建设的效应主要通过产业结构升级来实现,从而提升医药产业的高质量发展水平。结论 本文从制度变迁的角度揭示了自贸试验区建设对医药制造业高质量发展的影响及其影响路径,为解读医药制造业高质量发展的驱动因素提供了制度层面的事实依据。
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引用次数: 0
Challenges at Submicron Particle Characterisation: A Case Study Using Nanoparticle Tracking Analysis (NTA) 亚微米粒子表征面临的挑战:使用纳米粒子跟踪分析 (NTA) 的案例研究
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-15 DOI: 10.1007/s12247-024-09814-0
Adrian Schimek, Michael Strebl, Michaela Blech, Patrick Garidel

Purpose

Nanoparticle tracking analysis (NTA) is an emerging technique for the analysis of particles in the submicron range of 50–1000 nm. It tracks the Brownian motion of individual particles and calculates the diffusion coefficient and subsequently the hydrodynamic diameter based on the Stokes-Einstein equation. In this study, we provide guidance on the capabilities and limitations using NTA for particle analysis.

Method

We have used polystyrene (PS) particle size standards to evaluate various experimental parameters such as the influence of particle concentration, measurement temperature, and neutral density (ND) filter on sizing and counting. We have also used bimodal samples in different ratios to assess the resolution power of NTA as well as trimodal samples to evaluate two different analysis algorithms.

Results

Within the working range of 106–109 particles/mL, lower particle concentrations of monomodal samples lead to an increase in the detected particle size but allow for more accurate particle concentration measurements. The measurement temperature in the range of 21 °C to 29 °C causes a trend of increasing particle size up to 8 % with increasing temperature. The use of a neutral density filter increases the accuracy of particle size measurements for larger particles, e.g., 800 nm PS beads. The analysis of bimodal or trimodal samples is challenging due to variations in the readout depending on instrument settings and experimental parameters.

Conclusion

In this study, we have addressed several experimental parameters that affect the measurements, and we aim to provide guidance to the scientific community using NTA analysis.

目的 纳米粒子跟踪分析(NTA)是一种新兴技术,用于分析 50-1000 纳米亚微米范围内的粒子。它可以跟踪单个粒子的布朗运动,并根据斯托克斯-爱因斯坦方程计算扩散系数和流体力学直径。我们使用聚苯乙烯(PS)粒度标准来评估各种实验参数,如颗粒浓度、测量温度和中性密度(ND)滤光片对粒度和计数的影响。我们还使用了不同比例的双模样品来评估 NTA 的分辨能力,以及使用三模样品来评估两种不同的分析算法。结果在 106-109 颗粒/毫升的工作范围内,单模样品的颗粒浓度较低,导致检测到的颗粒尺寸增大,但却能进行更精确的颗粒浓度测量。在 21 °C 至 29 °C 的测量温度范围内,随着温度的升高,粒度会呈上升趋势,最高可达 8%。使用中性密度滤光片可提高较大颗粒(如 800 nm PS 珠)粒度测量的准确性。由于仪器设置和实验参数会导致读数变化,因此分析双峰或三峰样品具有挑战性。
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引用次数: 0
The Application of Box-Behnken-Design in the Optimization of Kinetic Spectrophotometry and Computational Studies to Determine and Assessing Eco-Scale to Green Analytical Chemistry for Labetalol 应用盒式贝肯设计优化动力学分光光度法和计算研究来确定和评估拉贝洛尔绿色分析化学的生态规模
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-14 DOI: 10.1007/s12247-024-09828-8
SK Manirul Haque, Thamer Nasser Aldhafeeri, Nafisur Rahman, Rajeev Jain, Yunusa Umar, Masoom Raza Siddiqui

Purpose

The study is aimed at the quantitative analysis of Labetalol utilizing Box-Benken design, where higher order response surfaces are generated and optimized for a significant model using fewer runs than a usual factorial technique.

Method

The kinetic spectrophotometric methods were established to compute labetalol in pharmaceutical formulations. Initial rate and fixed-time methods were developed to determine labetalol with the mixture of potassium iodate and potassium iodide at room temperature to produce a stable yellow-coloured product that absorbs at 351 nm. The optimization was reached using the Box-Behnken experimental design involving response surface methodology. Four significant factors were investigated: labetalol volume, reaction time, potassium iodate and potassium iodide volume against response absorbance. The two and three-dimensional response surface plots revealed the significance of each parameter on the response and the correlation between them. The importance of statistical analysis and polynomial equations on the model’s efficacy. The developed method was also validated according to International Conference on Harmonization guidelines, and outcomes were accurate and precise within the limit.

Results

The linearity was in the range of 0.25–49.9 µg/mL. The analysis of the different calibrations suggests excellent linearity ranging from 0.9928-0.9988. The limit of detection (LOD) and limit of quantitation (LOQ) are in the range of 0.28-0.35 µg/mL and 0.92-1.16 µg/m, respectively. In comparing the proposed method with the reference one, the recovery ranges of the initial rate, fixed time and the reference methods were in the range of 99.34–99.57, 99.43-99.56, and 98.56-98.99, respectively.

Conclusion

The proposed method is simple, environmentally friendly, and involves cost-effective instruments. The proposed method’s greenness report was compared to the reference-reported traditional methods using the analytical Eco-Scale evaluation tool. The reported approach was greener regarding using perilous reagents, energy consumption, and waste production. Therefore, the proposed strategies could be safely applicable in pharmaceutical formulations, biological fluids, and wastewater samples to quantify labetalol.

目的 本研究旨在利用方框-本肯设计法对拉贝洛尔进行定量分析,与通常的因子技术相比,方框-本肯设计法可以用较少的运行次数生成高阶响应面,并对重要模型进行优化。在室温下,用碘酸钾和碘化钾的混合物测定拉贝洛尔,生成稳定的黄色产物,吸收波长为 351 nm。采用箱-贝肯(Box-Behnken)实验设计和响应面方法进行了优化。研究了四个重要因素:拉贝洛尔体积、反应时间、碘酸钾和碘化钾体积与反应吸光度的关系。二维和三维响应面图显示了各参数对响应的影响以及它们之间的相关性。统计分析和多项式方程对模型有效性的重要性。结果线性范围为 0.25-49.9 µg/mL。对不同定标的分析表明,线性范围在 0.9928-0.9988 之间。检测限(LOD)和定量限(LOQ)分别为 0.28-0.35 µg/mL 和 0.92-1.16 µg/m。结论 该方法简便、环保、仪器成本低。利用生态尺度分析评价工具,将拟议方法的绿色报告与参考报告的传统方法进行了比较。所报告的方法在使用危险试剂、能源消耗和废物产生方面更环保。因此,所提出的策略可以安全地应用于药物制剂、生物液体和废水样品中拉贝洛尔的定量分析。
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引用次数: 0
Editorial: The Journal of Pharmaceutical Innovation: More Issues, More Published Manuscripts 社论:医药创新杂志》:更多期刊,更多发表的稿件
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-13 DOI: 10.1007/s12247-024-09835-9
Stephen Scypinski
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引用次数: 0
Osteocompatible Zinc-Copper Substituted Hydroxyapatite Reinforced Biocomposites for Bone Tissue Regeneration 用于骨组织再生的骨兼容锌-铜替代羟基磷灰石增强生物复合材料
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-09 DOI: 10.1007/s12247-024-09833-x
Leixiang Han, Dawei Wang

The main purposes of this study were to explore a unique approach for producing nano-hierarchical morphological hydroxyapatite (n-HA) and to evaluate its potential applications in the field of biomedicine, specifically in orthopedics and orthodontics. The research question was whether using glucose 6-phosphate biomolecules as an organic phosphorus source through the pulsed ultrasonic process could generate n-HA nanoparticles with exceptional morphology.

The researchers employed the pulsed ultrasonochemical process to produce n-HA nanoparticles. The morphologies of the nanoparticles were examined using SEM and TEM techniques. The phase, structure, and composition of the nanoparticles were analyzed through DLS, XRD, XPS, and FTIR spectroscopic techniques. Biological evaluation experiments were conducted to assess the survivability and adhesion of the n-HA nanoparticles to osteoblast cells.

The study found that the morphologies of the n-HA nanoparticles generated varied significantly with alterations in the pulsed ultrasonic settings. SEM and TEM analyses provided visual evidence of the unique nano-hierarchical morphology of the nanoparticles. DLS, Zeta potential, XRD, XPS, and FTIR spectroscopy techniques confirmed the phase, structure, and composition of the n-HA nanoparticles. The biological evaluation experiments indicated that the nanoparticles exhibited favorable survivability and adhesion to osteoblast cells.

This study successfully developed a method for producing nano-hierarchical morphological hydroxyapatite using glucose 6-phosphate biomolecules as an organic phosphorus source through the pulsed ultrasonochemical process. The n-HA nanoparticles generated displayed exceptional morphology and exhibited favorable survivability and adhesion to osteoblast cells. Therefore, these nanoparticles hold promise for potential applications in biomedical fields, particularly in orthopedics and orthodontics.

摘要目的本研究的主要目的是探索一种生产纳米层状羟基磷灰石(n-HA)的独特方法,并评估其在生物医学领域的潜在应用,特别是在整形外科和牙齿矫正方面的应用。研究问题是通过脉冲超声波工艺使用 6-磷酸葡萄糖生物大分子作为有机磷源能否生成具有特殊形态的 n-HA 纳米粒子。使用 SEM 和 TEM 技术检测了纳米粒子的形态。通过 DLS、XRD、XPS 和 FTIR 光谱技术分析了纳米颗粒的相位、结构和成分。研究发现,随着脉冲超声波设置的改变,生成的 n-HA 纳米粒子的形态会发生显著变化。SEM 和 TEM 分析提供了纳米颗粒独特的纳米层状形态的直观证据。DLS、Zeta 电位、XRD、XPS 和傅立叶变换红外光谱技术证实了 n-HA 纳米粒子的相位、结构和成分。结论 本研究成功开发了一种以 6-磷酸葡萄糖生物大分子为有机磷源,通过脉冲超声化学工艺制备纳米层状羟基磷灰石的方法。生成的 n-HA 纳米粒子形态独特,具有良好的存活性和对成骨细胞的粘附性。因此,这些纳米粒子有望在生物医学领域,尤其是矫形外科和正畸学中得到潜在应用。
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引用次数: 0
Silver Sulfadiazine Nanocrystal-Based Hydrogels: The Impact of Lipid Components on In-vitro and Ex-vivo Release, Bacterial Biofilm Permeability, and In-vitro Antibacterial Activity 磺胺嘧啶银纳米晶水凝胶:脂质成分对体外和体内释放、细菌生物膜渗透性以及体外抗菌活性的影响
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-09 DOI: 10.1007/s12247-024-09834-w
Anh Quang Luong, Hien Thanh-Thi Pham, Bao Ngoc Tran, Tiep Khac Nguyen, Chien Ngoc Nguyen

Purpose

This study developed a new formulation for silver sulfadiazine (SSD) nanocrystal-based hydrogels for in vitro antimicrobial activity.

Methods

SSD nanocrystals were prepared by using a wet-mill apparatus; effects of polymers, surfactants and lipid-based carriers were investigated. The gel-forming chemicals were subsequently dispersed in the SSD nanocrystal nanosuspensions, resulting in homogeneous hydrogels. The antibacterial activities of new formulations were tested in-vitro.

Results

The final SSD nanocrystal formulation (less than 300 nm, PDI: 0.300) containing glyceryl monostearate (GMS) or lecithin (Lec), combining with hydrophilic polymers (hydroxypropyl methyl cellulose and polyvinyl alcohol). The artificial neural network was utilized to confirm the effects of lipid ingredients in wet-milling process. Hydroxyethyl cellulose was chosen to formulate the hydrogel which formed the white, smooth, homogeneous, and stable hydrogel after 4 weeks at the room condition. The hydrogel also presented higher and more sustained drug release using Franz’s diffusion cells as compared with reference marketed drug and control hydrogels. The efficacy of antibacterial activity shown on the biofilm demonstrated effect of particle size, lipid carriers, and probably interaction between SSD with biofilm membrane.

Conclusion

These findings implied a potential application of SSD nanocrystal-lipid carrier-based hydrogels in clinical practice.

目的 本研究开发了一种新的磺胺嘧啶银(SSD)纳米晶体水凝胶配方,用于体外抗菌。方法 利用湿法研磨装置制备了磺胺嘧啶银纳米晶体;研究了聚合物、表面活性剂和脂质载体的影响。凝胶形成化学物质随后分散在 SSD 纳米晶体纳米悬浮液中,形成均匀的水凝胶。结果最终的 SSD 纳米晶体配方(小于 300 nm,PDI:0.300)含有单硬脂酸甘油酯(GMS)或卵磷脂(Lec),并与亲水性聚合物(羟丙基甲基纤维素和聚乙烯醇)相结合。利用人工神经网络确认了湿法研磨过程中脂质成分的影响。选用羟乙基纤维素配制的水凝胶在室温条件下放置 4 周后形成了白色、光滑、均匀和稳定的水凝胶。与市场上的参考药物和对照水凝胶相比,该水凝胶在弗朗兹扩散细胞中的药物释放率更高、更持久。在生物膜上显示的抗菌效果表明了粒度、脂质载体以及 SSD 与生物膜之间相互作用的影响。
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引用次数: 0
A Dynamic Model for GMP Compliance and Regulatory Science 符合 GMP 要求和监管科学的动态模型
IF 2.7 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2024-05-02 DOI: 10.1007/s12247-024-09825-x
Yiyi Bao, Nicholas Buhay, Qiang Zheng

Purpose

To propose a dynamic model designed to investigate the underlying principles of regulatory science and assess the effectiveness of pharmaceutical GMP regulation.

Methods

A dynamic model for the state of compliance of a pharmaceutical manufacturing firm is constructed by using a generalized Ornstein-Uhlenbeck equation. The model is based on quantitative characterization of principles of proportionality, transparency and consistency, and regulatory effectiveness as measured by efficiency, cost and quality. The dynamic model is solved by numerical simulation.

Results

The dynamic model is capable of characterizing a wide range of compliance behaviors and regulatory actions, including the regression and heightening of compliance vigilance, and the scheduling of frequency and concurrency of regulatory actions. Quantitative relationships are established between the principles of proportionality, transparency and consistency, and the basic measures of regulatory effectiveness in terms of efficiency, cost and quality.

Conclusions

The compliance behaviors and the regulatory actions can be quantitatively characterized by a dynamic model, and this in turn suggests that proportionality, transparency and consistency can serve as fundamental concepts, and efficiency, cost and quality can serve as basic measures for regulatory science.

目的 提出一个动态模型,旨在研究监管科学的基本原则并评估药品 GMP 监管的有效性。 方法 利用广义奥恩斯坦-乌伦贝克方程构建了一个药品生产企业合规状态的动态模型。该模型基于比例原则、透明度原则和一致性原则的定量特征,以及以效率、成本和质量衡量的监管有效性。结果该动态模型能够描述广泛的合规行为和监管行动,包括合规警惕性的降低和提高,以及监管行动频率和并发性的安排。结论动态模型可以定量描述合规行为和监管行动,这反过来又表明,合规性、透明度和一致性可以作为监管科学的基本概念,效率、成本和质量可以作为监管科学的基本衡量标准。
{"title":"A Dynamic Model for GMP Compliance and Regulatory Science","authors":"Yiyi Bao,&nbsp;Nicholas Buhay,&nbsp;Qiang Zheng","doi":"10.1007/s12247-024-09825-x","DOIUrl":"10.1007/s12247-024-09825-x","url":null,"abstract":"<div><h3>Purpose</h3><p>To propose a dynamic model designed to investigate the underlying principles of regulatory science and assess the effectiveness of pharmaceutical GMP regulation.</p><h3>Methods</h3><p>A dynamic model for the state of compliance of a pharmaceutical manufacturing firm is constructed by using a generalized Ornstein-Uhlenbeck equation. The model is based on quantitative characterization of principles of proportionality, transparency and consistency, and regulatory effectiveness as measured by efficiency, cost and quality. The dynamic model is solved by numerical simulation.</p><h3>Results</h3><p>The dynamic model is capable of characterizing a wide range of compliance behaviors and regulatory actions, including the regression and heightening of compliance vigilance, and the scheduling of frequency and concurrency of regulatory actions. Quantitative relationships are established between the principles of proportionality, transparency and consistency, and the basic measures of regulatory effectiveness in terms of efficiency, cost and quality.</p><h3>Conclusions</h3><p>The compliance behaviors and the regulatory actions can be quantitatively characterized by a dynamic model, and this in turn suggests that proportionality, transparency and consistency can serve as fundamental concepts, and efficiency, cost and quality can serve as basic measures for regulatory science.</p></div>","PeriodicalId":656,"journal":{"name":"Journal of Pharmaceutical Innovation","volume":"19 3","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12247-024-09825-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140889979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Pharmaceutical Innovation
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