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Formulation and Ex Vivo Evaluation of Ivermectin Within Different Nano-Drug Delivery Vehicles for Transdermal Drug Delivery. 用于透皮给药的不同纳米给药载体中伊维菌素的配制和体内外评估
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-18 DOI: 10.3390/pharmaceutics16111466
Eunice Maureen Steenekamp, Wilna Liebenberg, Hendrik J R Lemmer, Minja Gerber

Background/Objectives: Ivermectin gained widespread attention as the "miracle drug" during the coronavirus disease 2019 (COVID-19) pandemic. Its inclusion in the 21st World Health Organization (WHO) List of Essential Medicines is attributed to its targeted anti-helminthic response, high efficacy, cost-effectiveness and favorable safety profile. Since the late 2000s, this bio-inspired active pharmaceutical ingredient (API) gained renewed interest for its diverse therapeutic capabilities. However, producing ivermectin formulations does remain challenging due to its poor water solubility, resulting in low bioavailability after oral administration. Therefore, the transdermal drug delivery of ivermectin was considered to overcome these challenges, which are observed after oral administration. Methods: Ivermectin was incorporated in a nano-emulsion, nano-emulgel and a colloidal suspension as ivermectin-loaded nanoparticles. The nano-drug delivery vehicles were optimized, characterized and evaluated through in vitro membrane release studies, ex vivo skin diffusion studies and tape-stripping to determine whether ivermectin was successfully released from its vehicle and delivered transdermally and/or topically throughout the skin. This study concluded with cytotoxicity tests using the methyl thiazolyl tetrazolium (MTT) and neutral red (NR) assays on both human immortalized epidermal keratinocytes (HaCaT) and human immortalized dermal fibroblasts (BJ-5ta). Results: Ivermectin was successfully released from each vehicle, delivered transdermally and topically throughout the skin and demonstrated little to no cytotoxicity at concentrations that diffused through the skin. Conclusions: The type of nano-drug delivery vehicle used to incorporate ivermectin influences its delivery both topically and transdermally, highlighting the dynamic equilibrium between the vehicle, the API and the skin.

背景/目标:伊维菌素作为 2019 年冠状病毒病(COVID-19)大流行期间的 "神药 "受到广泛关注。伊维菌素被列入世界卫生组织(WHO)第 21 版《基本药物目录》,是因为它具有靶向抗蠕虫反应、高效、成本效益和良好的安全性。自 2000 年代末以来,这种由生物激发的活性药物成分(API)因其多样化的治疗功能而再次受到关注。然而,由于伊维菌素的水溶性较差,导致口服后的生物利用度较低,因此生产伊维菌素制剂仍具有挑战性。因此,我们考虑采用伊维菌素透皮给药的方法来克服口服给药后所面临的这些挑战。方法:将伊维菌素加入纳米乳液、纳米凝胶和胶体悬浮液中,制成伊维菌素负载纳米颗粒。通过体外膜释放研究、体外皮肤扩散研究和胶带剥离,对纳米给药载体进行了优化、表征和评估,以确定伊维菌素是否能从载体中成功释放,并通过皮肤经皮和/或局部给药。研究最后使用甲基噻唑四唑(MTT)和中性红(NR)检测法对人类永生表皮角质细胞(HaCaT)和人类永生真皮成纤维细胞(BJ-5ta)进行了细胞毒性测试。结果伊维菌素成功地从每种载体中释放出来,经皮和局部进入皮肤,在皮肤中扩散的浓度几乎没有细胞毒性。结论用于加入伊维菌素的纳米给药载体类型会影响伊维菌素的局部和透皮给药,突出了载体、原料药和皮肤之间的动态平衡。
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引用次数: 0
Comprehensive In Vitro and In Silico Aerodynamic Analysis of High-Dose Ibuprofen- and Mannitol-Containing Dry Powder Inhalers for the Treatment of Cystic Fibrosis. 用于治疗囊性纤维化的大剂量布洛芬和甘露醇干粉吸入剂的综合体外和硅空气动力学分析。
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-17 DOI: 10.3390/pharmaceutics16111465
Petra Party, Zsófia Ilona Piszman, Árpád Farkas, Rita Ambrus

Background: Cystic fibrosis is a hereditary disease, which causes the accumulation of dense mucus in the lungs accompanied by frequent local inflammation. The non-steroidal anti-inflammatory drug ibuprofen (IBU) and the mucolytic mannitol (MAN) can treat these symptoms. Compared to per os administration, a lower dose of these drugs is sufficient to achieve the desired effect by delivering them in a pulmonary manner. However, it is still a challenge to administer high drug doses to the lungs. We aim to develop two inhaled powder formulations, a single-drug product of MAN and a combined formulation containing IBU and MAN. Methods: MAN was dissolved in an aqueous solution of Poloxamer-188 (POL). In the case of the combined formulation, a suspension was first prepared in a planetary mill via wet milling in POL medium. After the addition of leucine (LEU), the formulations were spray-dried. The prepared DPI samples were analyzed by using laser diffraction, scanning electron microscopy, powder X-ray diffraction, differential scanning calorimetry, density tests, in vitro aerodynamic studies (Andersen Cascade Impactor, Spraytec® device), in vitro dissolution tests in artificial lung fluid, and in silico tests with stochastic lung model. Results: The DPIs showed suitability for inhalation with low-density spherical particles of appropriate size. The LEU-containing systems were characterized by high lung deposition and adequate aerodynamic diameter. The amorphization during the procedures resulted in rapid drug release. Conclusions: We have successfully produced a single-drug formulation and an innovative combination formulation, which could provide complex treatment for patients with cystic fibrosis to improve their quality of life.

背景:囊性纤维化是一种遗传性疾病,会导致肺部积聚大量粘液,并伴有频繁的局部炎症。非甾体抗炎药布洛芬(IBU)和粘液溶解剂甘露醇(MAN)可治疗这些症状。与经口给药相比,通过肺部给药,只需较低剂量就能达到预期效果。然而,向肺部输送高剂量药物仍是一项挑战。我们的目标是开发两种吸入粉末制剂,一种是 MAN 单药产品,另一种是含有 IBU 和 MAN 的复合制剂。方法:将 MAN 溶解在 Poloxamer-188 (POL) 的水溶液中。在混合制剂中,首先在行星研磨机中通过在 POL 介质中进行湿研磨制备悬浮液。加入亮氨酸(LEU)后,对配方进行喷雾干燥。制备的 DPI 样品通过激光衍射、扫描电子显微镜、粉末 X 射线衍射、差示扫描量热仪、密度测试、体外空气动力学研究(Andersen Cascade Impactor、Spraytec® 设备)、人工肺液体外溶解测试以及随机肺模型的硅学测试进行了分析。结果显示结果表明,DPIs 适合吸入适当大小的低密度球形颗粒。含 LEU 系统的特点是高肺沉积和适当的空气动力学直径。操作过程中的非晶化作用导致药物快速释放。结论:我们已成功制备出一种单药制剂和一种创新的复合制剂,可为囊性纤维化患者提供复合治疗,改善他们的生活质量。
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引用次数: 0
Green Synthesis of Zinc Oxide Nanoparticles Using Puerarin: Characterization, Antimicrobial Potential, Angiogenesis, and In Ovo Safety Profile Assessment. 利用葛根素绿色合成氧化锌纳米颗粒:特性、抗菌潜力、血管生成和胎儿安全性评估。
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-16 DOI: 10.3390/pharmaceutics16111464
Sergio Liga, Raluca Vodă, Lavinia Lupa, Cristina Paul, Nicoleta Sorina Nemeş, Delia Muntean, Ștefana Avram, Mihaela Gherban, Francisc Péter

Background: Zinc oxide nanobiocomposites were successfully synthesized using a green synthesis approach. The process involves the utilization of the isoflavone puerarin, resulting in the formation of PUE-ZnO NPs.

Methods: Physico-chemical and biological characterization techniques including X-ray dif-fraction (XRD), UV-vis spectroscopy, Fourier transform infrared spectroscopy (ATR-FTIR), scanning electron microscopy (SEM), atomic force microscopy (AFM), and in ovo methods were employed to study the main characteristics of this novel hybrid material.

Results: The PUE-ZnO NPs were confirmed to have been successfully synthesized with a UV absorption peak at 340 nm, the XRD analysis demonstrating their high purity and crystallinity. The energy band-gap value of 3.30 eV suggests possible photocatalytic properties. Both SEM and AFM images revealed the nanoparticle`s quasi-spherical shape, roughness, and size. Good tolerability and anti-irritative effects were recorded in ovo on the chorioallantoic membrane (CAM).

Conclusions: According to these results, the synthesis of green PUE-ZnO NPs may be a promising future approach for biomedical and personal care applications.

背景:采用绿色合成方法成功合成了纳米氧化锌生物复合材料。该过程涉及异黄酮葛根素的利用,从而形成 PUE-ZnO NPs:方法:采用物理化学和生物学表征技术,包括 X 射线二衍射 (XRD)、紫外-可见光谱、傅立叶变换红外光谱 (ATR-FTIR)、扫描电子显微镜 (SEM)、原子力显微镜 (AFM) 和胎膜法,研究这种新型混合材料的主要特征:结果:PUE-ZnO NPs 的紫外吸收峰在 340 纳米处,XRD 分析表明其纯度和结晶度都很高。能带隙值为 3.30 eV,表明其可能具有光催化特性。扫描电子显微镜和原子力显微镜图像显示了纳米粒子的准球形形状、粗糙度和尺寸。在胎儿绒毛膜(CAM)上记录到了良好的耐受性和抗刺激作用:根据这些结果,绿色 PUE-ZnO NPs 的合成可能是未来生物医学和个人护理应用的一种有前途的方法。
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引用次数: 0
Pharmacokinetics and Quantitative Structure-Pharmacokinetics Relationship Study of Xanthine Derivatives with Antidepressant, Anti-Inflammatory, and Analgesic Activity in Rats. 具有抗抑郁、消炎和镇痛活性的黄嘌呤衍生物在大鼠体内的药代动力学和定量结构-药代动力学关系研究
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-16 DOI: 10.3390/pharmaceutics16111463
Artur Świerczek, Małgorzata Szafarz, Agnieszka Cios, Jan Kobierski, Krzysztof Pociecha, Daniel Attard Saliba, Grażyna Chłoń-Rzepa, Elżbieta Wyska

Objective: The aim of this study was to develop quantitative structure-pharmacokinetics relationship (QSPKR) models for a group of xanthine derivatives with proven pharmacological activity and to investigate its applicability for the prediction of the pharmacokinetics of these compounds.

Methods: The SYBYL-X, KowWin, and MarvinSketch programs were employed to generate a total of fourteen descriptor variables for a series of new compounds: 7- and 7,8-substituted theophylline derivatives (GR-1-GR-8) and three well-known methylxanthines. Pharmacokinetic profiles of all compounds were determined after intravenous administration of studied compounds to cannulated male rats. Pharmacokinetic parameters were calculated using noncompartmental analysis.

Results: Multiple linear regression revealed that logD was the main determinant of the variability in Vss, λz, and CL of the studied compounds. Moreover, λz and CL depended on LUMO and HEFO, while for Vz COAR was the only explanatory variable. The developed QSPKR models accounted for most of the variation in Vss, λz, CL, and fraction unbound (fu) (R2 ranged from 0.68 to 0.91). Cross-validation confirmed the predictive ability of the models (Q2 = 0.60, 0.71, 0.34, and 0.32 for Vss, λz, CL, and fu, respectively).

Conclusions: The multivariate QSPKR models developed in this study adequately predicted the overall pharmacokinetic behavior of xanthine derivatives in rats.

研究目的本研究旨在为一组具有公认药理活性的黄嘌呤衍生物建立定量结构-药代动力学关系(QSPKR)模型,并研究其在预测这些化合物药代动力学方面的适用性:采用 SYBYL-X、KowWin 和 MarvinSketch 程序为一系列新化合物生成了 14 个描述变量:7和7,8-取代的茶碱衍生物(GR-1-GR-8)和三种著名的甲基黄嘌呤。在给插管雄性大鼠静脉注射所研究的化合物后,测定了所有化合物的药代动力学特征。药代动力学参数采用非室分析法计算:多元线性回归结果表明,logD 是决定所研究化合物 Vss、λz 和 CL 变异性的主要因素。此外,λz 和 CL 取决于 LUMO 和 HEFO,而对于 Vz 而言,COAR 是唯一的解释变量。所建立的 QSPKR 模型解释了 Vss、λz、CL 和未结合分数(fu)的大部分变化(R2 在 0.68 到 0.91 之间)。交叉验证证实了模型的预测能力(Vss、λz、CL 和 fu 的 Q2 分别为 0.60、0.71、0.34 和 0.32):结论:本研究建立的 QSPKR 多变量模型可充分预测黄嘌呤衍生物在大鼠体内的总体药代动力学行为。
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引用次数: 0
Quantitative Approach to Explore Regulatory T Cell Activity in Immuno-Oncology. 探索免疫肿瘤学中调节性 T 细胞活性的定量方法
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-15 DOI: 10.3390/pharmaceutics16111461
Alejandro Serrano, Sara Zalba, Juan Jose Lasarte, Iñaki F Troconiz, Natalia Riva, Maria J Garrido

The failure of immunotherapies in cancer patients is being widely studied due to the complexities present in the tumor microenvironment (TME), where regulatory T cells (Treg) appear to actively participate in providing an immune escape mechanism for tumors. Therefore, therapies to specifically inhibit tumor-infiltrating Treg represent a challenge, because Treg are distributed throughout the body and provide physiological immune homeostasis to prevent autoimmune diseases. Characterization of immunological and functional profiles could help to identify the mechanisms that need to be inhibited or activated to ensure Treg modulation in the tumor. To address this, quantitative in silico approaches based on mechanistic mathematical models integrating multi-scale information from immune and tumor cells and the effect of different therapies have allowed the building of computational frameworks to simulate different hypotheses, some of which have subsequently been experimentally validated. Therefore, this review presents a list of diverse computational mathematical models that examine the role of Treg as a crucial immune resistance mechanism contributing to the failure of immunotherapy. In addition, this review highlights the relevance of certain molecules expressed in Treg that are associated with the TME immunosuppression, which could be incorporated into the mathematical model for a better understanding of the contribution of Treg modulation. Finally, different preclinical and clinical combinations of molecules are also included to show the trend of new therapies targeting Treg.

由于肿瘤微环境(TME)的复杂性,免疫疗法在癌症患者中的失败正被广泛研究,其中调节性 T 细胞(Treg)似乎积极参与为肿瘤提供免疫逃逸机制。因此,特异性抑制肿瘤浸润 Treg 的疗法是一项挑战,因为 Treg 分布在全身各处,提供生理免疫平衡以预防自身免疫性疾病。免疫学和功能谱的特征描述有助于确定需要抑制或激活的机制,以确保Treg在肿瘤中的调节作用。为了解决这个问题,基于机理数学模型的定量硅学方法整合了来自免疫细胞和肿瘤细胞的多尺度信息以及不同疗法的效果,从而建立了模拟不同假设的计算框架,其中一些假设随后得到了实验验证。因此,本综述列举了各种计算数学模型,研究 Treg 作为导致免疫疗法失败的关键免疫耐受机制的作用。此外,本综述还强调了 Treg 中表达的某些分子与 TME 免疫抑制的相关性,可将这些分子纳入数学模型以更好地理解 Treg 调节的贡献。最后,文章还介绍了不同的临床前和临床分子组合,以展示针对 Treg 的新疗法的发展趋势。
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引用次数: 0
Thymoquinone Pectin Beads Produced via Electrospray: Enhancing Oral Targeted Delivery for Colorectal Cancer Therapy. 通过电喷雾生产胸腺醌果胶珠:提高结直肠癌治疗的口服靶向给药效果
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-15 DOI: 10.3390/pharmaceutics16111460
Mulham Alfatama, Hazem Choukaife, Okba Al Rahal, Nur Zahirah Mohamad Zin

Background/Objectives: Thymoquinone (TQ) exhibits diverse biological activities, but its poor solubility and bioavailability limit its cancer efficacy, requiring innovative solutions. This study explores the development of an oral delivery system targeting colon cancer based on TQ pectin beads (TQ-PBs) produced through an adjustable electrospray technique. This study hypothesised that adjusting bead diameter through the electrospray technique enables precise control over water absorption and erosion rates, thereby achieving a controlled release profile for encapsulated TQ, which enhances targeted delivery to the colon. Methods: TQ-PBs were synthesised and optimised using an electrospray technique based on the ionic gelation method. The prepared beads were characterised based on particle size, sphericity, encapsulation efficiency (EE), water uptake, erosion, surface morphology, molecular interactions, and texture. The cumulative TQ release studies, an accelerated stability test, and cytotoxicity evaluation against the colon cancer HT-29 cell line were also assessed. Results: The optimised TQ-PB formulation demonstrated an average bead size of 2.05 ± 0.14 mm, a sphericity of 0.96 ± 0.05, and an EE of 90.32 ± 1.04%. The water uptake was 287.55 ± 10.14% in simulated gastric fluid (SGF), 462.15 ± 12.73% in simulated intestinal fluid (SIF), and 772.41 ± 13.03% in simulated colonic fluid (SCF), with an erosion rate of 45.23 ± 5.22%. TQ release was minimal in SGF (8.13 ± 1.94% after 2 h), controlled in SIF (29.35 ± 3.65% after 4 h), and accelerated in SCF (94.43 ± 2.4% after 3 h). Stability studies over one month showed a size reduction of 17.50% and a 6.59% decrease in TQ content. Cytotoxicity assessments revealed significant anticancer activity of TQ-PB, with an IC50 of 80.59 ± 2.2 μg/mL. Conclusions: These findings underscore the potential of TQ-PB as an effective oral drug delivery system for targeted colorectal cancer therapy.

背景/目标:胸腺醌(TQ)具有多种生物活性,但其溶解性和生物利用度较差,限制了其癌症疗效,需要创新的解决方案。本研究探索开发一种以 TQ 果胶珠(TQ-PBs)为基础的针对结肠癌的口服给药系统,该果胶珠是通过可调电喷雾技术生产的。本研究假设,通过电喷雾技术调节珠子直径可精确控制吸水率和侵蚀率,从而实现包封 TQ 的可控释放曲线,提高结肠靶向给药效果。方法:使用基于离子凝胶法的电喷雾技术合成并优化了 TQ-PB。根据粒度、球形度、包封效率(EE)、吸水率、侵蚀、表面形态、分子相互作用和质地对制备的珠子进行了表征。此外,还评估了 TQ 的累积释放研究、加速稳定性测试以及对结肠癌 HT-29 细胞系的细胞毒性评价。研究结果优化后的 TQ-PB 配方的平均珠粒尺寸为 2.05 ± 0.14 mm,球形度为 0.96 ± 0.05,EE 为 90.32 ± 1.04%。在模拟胃液(SGF)中的吸水率为 287.55 ± 10.14%,在模拟肠液(SIF)中的吸水率为 462.15 ± 12.73%,在模拟结肠液(SCF)中的吸水率为 772.41 ± 13.03%,侵蚀率为 45.23 ± 5.22%。TQ 在 SGF 中的释放量极小(2 小时后为 8.13 ± 1.94%),在 SIF 中的释放量受到控制(4 小时后为 29.35 ± 3.65%),而在 SCF 中的释放量加快(3 小时后为 94.43 ± 2.4%)。为期一个月的稳定性研究表明,其体积缩小了 17.50%,TQ 含量降低了 6.59%。细胞毒性评估显示 TQ-PB 具有显著的抗癌活性,IC50 为 80.59 ± 2.2 μg/mL。结论这些发现强调了 TQ-PB 作为一种有效的口服给药系统用于结直肠癌靶向治疗的潜力。
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引用次数: 0
Evaluation of Platonia insignis Mart. (Bacuri Butter) and Biopolymers from the Puree of Allium cepa L. (Yellow Onion Bulb) for Wound Healing in Horses. 评估 Platonia insignis Mart.(黄洋葱鳞茎泥中的生物聚合物对马伤口愈合的作用。
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-15 DOI: 10.3390/pharmaceutics16111457
André M Resende, Beatriz A Miranda, Luiza B Silva, Andressa B Oliveira, Márcio B Castro, Isabel L Macêdo, Bruno S L Dallago, Hernane S Barud, Marco A Costa Borges, Clovis A Ribeiro, Diogenes S Dias, Rita C Campebell

Background/Objectives: Skin injuries are common in the equine clinical practice, requiring effective treatment to support natural healing. Bacuri butter is gaining attention for its potential in wound healing and its anti-inflammatory, antimicrobial, and antioxidant properties. Natural polymers such as onion (Allium cepa) bioplastics have been investigated for their potential as occlusive dressings and for tissue regeneration. Methods: This study evaluated the healing process of experimentally induced skin wounds on horses treated with bacuri butter, washed onion film, and unwashed onion film. Clinical and histopathological analyses of the wounds were conducted in six clinically healthy horses over 28 days, with a control group receiving Ringer's lactate solution. The onion films were produced and characterized for their chemical structure and properties, while the bacuri butter was sourced and prepared for application. Results: All treatments, including the control group, promoted wound healing without relevant differences in wound contraction rates, gross aspect, or histopathological parameters. Conclusions: Therefore, despite minor variations observed in the clinical evaluations between the treatment groups, the bacuri butter or onion biopolymer showed no significant healing effect on skin wounds in horses. Additionally, this study showed the potential of equine models in testing novel therapeutic approaches for wound healing, benefiting both veterinary and human medicine.

背景/目标:皮肤损伤在马临床实践中很常见,需要有效的治疗以支持自然愈合。巴库瑞黄油因其在伤口愈合方面的潜力及其消炎、抗菌和抗氧化特性而备受关注。洋葱(Allium cepa)生物塑料等天然聚合物被研究用于闭塞性敷料和组织再生。方法:本研究评估了实验诱导的马皮肤伤口的愈合过程,这些伤口是用巴库里黄油、洗净的洋葱膜和未洗净的洋葱膜处理过的。对六匹临床健康的马进行了为期 28 天的伤口临床和组织病理学分析,对照组接受林格乳酸盐溶液治疗。洋葱膜已制作完成,其化学结构和特性也已确定,而百里香黄油则已采购并准备应用。结果包括对照组在内的所有治疗方法都促进了伤口愈合,但在伤口收缩率、大体外观或组织病理学参数方面没有相关差异。得出结论:因此,尽管治疗组之间的临床评估结果略有不同,但黄油或洋葱生物聚合物对马皮肤伤口的愈合效果并不显著。此外,这项研究还显示了马模型在测试伤口愈合新疗法方面的潜力,这对兽医和人类医学都有裨益。
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引用次数: 0
Initial Development of Automated Machine Learning-Assisted Prediction Tools for Aryl Hydrocarbon Receptor Activators. 针对芳基烃受体激活剂的机器学习辅助自动预测工具的初步开发。
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-15 DOI: 10.3390/pharmaceutics16111456
Paulina Anna Wojtyło, Natalia Łapińska, Lucia Bellagamba, Emidio Camaioni, Aleksander Mendyk, Stefano Giovagnoli

Background: The aryl hydrocarbon receptor (AhR) plays a crucial role in immune and metabolic processes. The large molecular diversity of ligands capable of activating AhR makes it impossible to determine the structural features useful for the design of new potent modulators. Thus, in the field of drug discovery, the intricate nature of AhR activation necessitates the development of novel tools to address related challenges. Methods: In this study, quantitative structure-activity relationship (QSAR) models of classification and regression were developed with the objective of identifying the most effective method for predicting AhR activity. The initial dataset was obtained by combining the ChEMBL and WIPO databases which contained 978 molecules with EC50 values. The predictive models were developed using the automated machine learning platform mljar according to a 10-fold cross validation (10-CV) testing procedure. Results: The classification model demonstrated an accuracy value of 0.760 and F1 value of 0.789 for the test set. The root-mean-squared error (RMSE) was 5444, and the coefficient of determination (R2) was 0.208 for the regression model. The Shapley Additive Explanations (SHAP) method was then employed for a deeper comprehension of the impact of the variables on the model's predictions. As a practical application for scientific purposes, the best performing classification model was then used to develop an AhR web application. This application is accessible online and has been implemented in Streamlit. Conclusions: The findings may serve as a foundation in prompting further research into the development of a QSAR model, which could enhance comprehension of the influence of ligand structure on the modulation of AhR activity.

背景:芳基烃受体(AhR芳基烃受体(AhR)在免疫和代谢过程中发挥着至关重要的作用。能够激活 AhR 的配体分子种类繁多,因此无法确定其结构特征,从而无法设计出新的强效调节剂。因此,在药物发现领域,由于 AhR 激活的复杂性,有必要开发新型工具来应对相关挑战。方法:本研究开发了分类和回归的定量结构-活性关系(QSAR)模型,目的是找出预测 AhR 活性的最有效方法。最初的数据集是结合 ChEMBL 和 WIPO 数据库获得的,其中包含 978 个具有 EC50 值的分子。根据 10 倍交叉验证(10-CV)测试程序,使用自动机器学习平台 mljar 开发了预测模型。结果显示分类模型的准确度为 0.760,测试集的 F1 值为 0.789。回归模型的均方根误差(RMSE)为 5444,判定系数(R2)为 0.208。然后,为了更深入地理解变量对模型预测的影响,采用了夏普利加法解释(SHAP)方法。作为科学目的的实际应用,性能最佳的分类模型随后被用于开发 AhR 网络应用程序。该应用程序可在线访问,并已在 Streamlit 中实施。结论研究结果可作为进一步研究开发 QSAR 模型的基础,从而加深理解配体结构对 AhR 活性调节的影响。
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引用次数: 0
Development of a Water-Soluble Nanomicellar Formulation Loaded with Trans-Resveratrol Using Polyethylene Glycol Monostearate for the Treatment of Intracerebral Hemorrhage. 利用聚乙二醇单硬脂酸酯开发载入反式白藜芦醇的水溶性纳米胶束制剂,用于治疗脑出血
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-15 DOI: 10.3390/pharmaceutics16111462
Kengo Banshoya, Aoi Machida, Saki Kawamura, Tetsuhiro Yamada, Riko Okada, Yui Kawamoto, Hikaru Kimura, Sachi Shibata, Yuhzo Hieda, Yoshiharu Kaneo, Tetsuro Tanaka, Masatoshi Ohnishi

Background/Objectives: Trans-resveratrol (Res) has been reported to possess many biological activities, including neuroprotective effects, owing to its anti-inflammatory and antioxidant properties. However, Res has very low water solubility, which limits its therapeutic application. In this work, we formulated water-soluble micellar formulations incorporating Res using polyethylene glycol monostearate (stPEG). Methods: These formulations (stPEG/Res) were developed using five types of stPEG containing 10, 25, 40, 55 and 140 PEG repeat units. The formulations were characterized for Res content, water solubility, particle size, zeta potential, precipitation, biodistribution, and efficacy against neuronal and motor dysfunction in intracerebral hemorrhage (ICH). Results: Intravenous administration of stPEG40/Res, which demonstrated particle size, water solubility, and biodistribution properties suitable for intravenous administration, suppressed neurological and motor dysfunction following in a collagenase-induced ICH mouse model. These effects were inhibited by zinc protoporphyrin-9, an inhibitor of the antioxidant enzyme heme oxygenase-1, suggesting that Res contributes to antioxidant enzyme expression and anti-inflammatory activity. Conclusions: The stPEG/Res micellar formulation developed in this study may offer a promising therapeutic approach for ICH treatment.

背景/目的:据报道,反式白藜芦醇(Res)具有多种生物活性,包括神经保护作用,这是因为它具有抗炎和抗氧化特性。然而,反式白藜芦醇的水溶性很低,这限制了它的治疗应用。在这项工作中,我们使用聚乙二醇单硬脂酸酯(stPEG)配制了含有 Res 的水溶性胶束制剂。方法:使用五种含有 10、25、40、55 和 140 个 PEG 重复单元的 stPEG 开发了这些制剂(stPEG/Res)。对制剂的树脂含量、水溶性、粒度、ZETA电位、沉淀、生物分布以及对脑出血(ICH)中神经元和运动功能障碍的疗效进行了表征。研究结果静脉注射 stPEG40/Res,可抑制胶原酶诱导的 ICH 小鼠模型的神经和运动功能障碍。抗氧化酶血红素加氧酶-1的抑制剂原卟啉锌-9抑制了这些作用,表明Res有助于抗氧化酶的表达和抗炎活性。结论本研究开发的 stPEG/Res 胶束制剂可为 ICH 治疗提供一种前景广阔的治疗方法。
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引用次数: 0
Optimization Processes of Clinical Chelation-Based Radiopharmaceuticals for Pathway-Directed Targeted Radionuclide Therapy in Oncology. 临床螯合放射性药物在肿瘤学途径定向放射性核素靶向治疗中的优化过程。
IF 4.9 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-15 DOI: 10.3390/pharmaceutics16111458
Katsumi Tomiyoshi, Lydia J Wilson, Firas Mourtada, Jennifer Sims Mourtada, Yuta Namiki, Wataru Kamata, David J Yang, Tomio Inoue

Targeted radionuclide therapy (TRT) for internal pathway-directed treatment is a game changer for precision medicine. TRT improves tumor control while minimizing damage to healthy tissue and extends the survival for patients with cancer. The application of theranostic-paired TRT along with cellular phenotype and genotype correlative analysis has the potential for malignant disease management. Chelation chemistry is essential for the development of theranostic-paired radiopharmaceuticals for TRT. Among image-guided TRT, 68Ga and 99mTc are the current standards for diagnostic radionuclides, while 177Lu and 225Ac have shown great promise for β- and α-TRT, respectively. Their long half-lives, potent radiobiology, favorable decay schemes, and ability to form stable chelation conjugates make them ideal for both manufacturing and clinical use. The current challenges include optimizing radionuclide production processes, coordinating chelation chemistry stability of theranostic-paired isotopes to reduce free daughters [this pertains to 225Ac daughters 221Fr and 213Bi]-induced tissue toxicity, and improving the modeling of micro dosimetry to refine dose-response evaluation. The empirical approach to TRT delivery is based on standard radionuclide administered activity levels, although clinical trials have revealed inconsistent outcomes and normal-tissue toxicities despite equivalent administered activities. This review presents the latest optimization methods for chelation-based theranostic radiopharmaceuticals, advancements in micro-dosimetry, and SPECT/CT technologies for quantifying whole-body uptake and monitoring therapeutic response as well as cytogenetic correlative analyses.

用于内部通路定向治疗的靶向放射性核素疗法(TRT)改变了精准医疗的游戏规则。靶向放射性核素治疗可提高肿瘤控制率,同时最大限度地减少对健康组织的损害,延长癌症患者的生存期。应用治疗仪配对的 TRT 以及细胞表型和基因型相关分析,有可能用于恶性疾病的治疗。螯合化学是开发治疗放射药物配对 TRT 的关键。在图像引导 TRT 中,68Ga 和 99mTc 是目前诊断放射性核素的标准,而 177Lu 和 225Ac 则分别在 β-TRT 和 α-TRT 中显示出巨大的前景。这些放射性核素的半衰期长、放射生物学性能强、衰变方案有利、能形成稳定的螯合共轭物,因此非常适合生产和临床使用。目前面临的挑战包括优化放射性核素生产工艺、协调治疗配对同位素的螯合化学稳定性以减少游离子[这涉及 225Ac 子 221Fr 和 213Bi]引起的组织毒性,以及改进微剂量测定模型以完善剂量反应评估。TRT 给药的经验方法基于标准放射性核素给药活度水平,但临床试验显示,尽管给药活度相同,但结果和正常组织毒性并不一致。本综述介绍了基于螯合作用的治疗性放射性药物的最新优化方法、微剂量测定的进展、用于量化全身吸收和监测治疗反应的 SPECT/CT 技术以及细胞遗传学相关分析。
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