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Local antimicrobial delivery systems for prophylaxis and treatment of periprosthetic traumatological infections 用于预防和治疗假体周围创伤感染的局部抗菌给药系统
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-05 DOI: 10.1016/j.ejps.2024.106940
Juan Aparicio-Blanco , Irene I. López-Torres , María Alonso-Berenguel , Ana I. Torres-Suárez , Cristina Martín-Sabroso
Infections associated with implants are the most serious complications in joint replacement surgeries and can jeopardize the functionality of orthopedic implants. Local antimicrobial delivery could enable antibiotics to attain concentrations above the minimum inhibitory concentration (MIC) threshold at the joint replacement site while preventing systemic side effects.
Therefore, there is a dire need for the development of improved biomaterial-based delivery systems for local antibiotic administration in prosthetic infections. In this context, this review highlights the latest breakthroughs in the design of biomaterial-based formulations intended for the prophylaxis and treatment of prosthetic infections. Delivery systems for distinct forms of administration (i.e., direct intra-articular administration, loading into bone cements, coating of implant surfaces, or loading into hydrogels) are here comprehensively compiled with a focus on the design of microparticles and nanosystems for local antimicrobial administration and their impact on distinct in vitro and in vivo models of implant infections.
与植入物相关的感染是关节置换手术中最严重的并发症,会危及骨科植入物的功能。局部抗菌给药可使抗生素在关节置换部位达到高于最小抑菌浓度(MIC)阈值的浓度,同时防止全身副作用。因此,亟需开发改进的基于生物材料的给药系统,用于假体感染的局部抗生素给药。在此背景下,本综述重点介绍了用于预防和治疗假体感染的生物材料制剂设计方面的最新突破。本综述全面汇集了不同给药形式的给药系统(即关节内直接给药、装入骨水泥、包覆植入物表面或装入水凝胶),重点介绍了用于局部抗菌给药的微粒和纳米系统的设计及其对不同的植入物感染体外和体内模型的影响。
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引用次数: 0
The effect of water on the crystallization of phytosterols and phytostanols in organic solutions 水对有机溶液中植物甾醇和植物甾醇结晶的影响。
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-05 DOI: 10.1016/j.ejps.2024.106956
Paula Översti , Bing Han , Jari Kavakka , Staffan Torssell , Esko Tirronen , Marjatta Louhi-Kultanen , Pekka Oinas
Phytosterols (C29H50O), also known as plant sterols and stanols, are valuable biomolecules with a variety of applications in the pharma, food, and cosmetics industries. Phytosterols are typically manufactured from vegetable oil and tall oil feedstocks through a cooling crystallization process. Depending on the feedstock used, the composition regarding individual phytosterols and phytostanols (saturated analogs of phytosterols), also varies to a large extent. In the current research it was observed that by adding a small amount of water to the organic solvent [i.e., n(water)/n(acetone) of 0.17, n(water)/n(ethanol) of 0.13, and n(water)/n(ethyl acetate) of 0.10], the final phytosterol profile regarding phytosterol and phytostanol concentrations can be modified. This can be explained by the different solubility behavior of phytosterols and phytostanols in the studied solvent systems, based on experimental results obtained from transmissivity measurements. Phytostanols have surprisingly low solubility when compared to phytosterols in all the studied solvent systems. However, in the presence of water, phytosterol solubility decreased more compared to phytostanols. To the best of our knowledge, this is the first time that phytostanol solubility has been systematically studied. Moreover, phytosterol and phytostanol concentrations in a crystallized product with varying binary solvent systems containing water has not previously been reported. The measured experimental solubility data correlated well with the studied solubility models (van't Hoff, modified Apelblat, Buchowski-Ksiazaczak (λh), and polynomial equations). Understanding the solubility behavior of phytosterols and phytostanols allows to optimize the crystallization process itself toward a broader raw material selection, and better yield and quality in the production of phytosterols from plant-based raw materials. In addition, these findings can potentially be further utilized in phytosterol formulations for various applications.
植物甾醇(C29H50O)又称植物固醇和甾醇,是一种宝贵的生物大分子,可广泛应用于制药、食品和化妆品行业。植物甾醇通常由植物油和妥尔油原料通过冷却结晶工艺制成。根据所用原料的不同,单个植物甾醇和植物甾醇(植物甾醇的饱和类似物)的成分也有很大差异。在目前的研究中发现,通过在有机溶剂中加入少量的水[即 n(水)/n(丙酮)为 0.17,n(水)/n(乙醇)为 0.13,n(水)/n(乙酸乙酯)为 0.10],可以改变植物甾醇和植物甾烷醇浓度的最终植物甾醇概况。根据透射率测量的实验结果,植物甾醇和植物甾烷醇在所研究的溶剂体系中的溶解度不同,可以解释这种情况。与植物甾醇相比,植物甾醇在所有研究溶剂体系中的溶解度都出奇地低。不过,在有水的情况下,植物甾醇的溶解度比植物甾醇的溶解度降低得更多。据我们所知,这是首次对植物甾醇的溶解性进行系统研究。此外,在含水的不同二元溶剂系统中,结晶产品中植物甾醇和植物甾醇的浓度此前也未见报道。测得的实验溶解度数据与所研究的溶解度模型(范特霍夫模型、改良阿佩尔布拉特模型、布霍斯基-基西亚扎克模型(λh)和多项式方程)有很好的相关性。了解植物甾醇和植物甾烷醇的溶解度行为可以优化结晶过程本身,从而实现更广泛的原料选择,并提高从植物原料中生产植物甾醇的产量和质量。此外,这些发现还有可能进一步用于植物甾醇配方的各种应用。
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引用次数: 0
Miconazole-splitomicin combined β-glucan hydrogel for effective prevention of Candida albicans periprosthetic joint infection 咪康唑-斯利托米星联合β-葡聚糖水凝胶可有效预防白色念珠菌假体周围关节感染
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-04 DOI: 10.1016/j.ejps.2024.106955
Menghan Wang , Ying Yang , Dongdong Li , Yanmei Wang , Tailin Ji , Qingqing Li , Jiye Zhang , Peipei Zhang , Jin Su
As one of the most common and serious infections caused by Candida albicans (C. albicans), periprosthetic joint infection (PJI) increasingly concerns surgeons and scientists. Generally, biofilms shield C. albicans from antifungal agents and immune clearance and induce drug-resistant strains. Developing novel strategies for PJI to get rid of current drug-resistant problems is highly needed. In our study, splitomicin (SP) can inhibit the mycelium formation of C. albicans and enhance the drug sensitivity of C. albicans to miconazole nitrate (MCZ). The combination of SP and MCZ significantly inhibited the viability, proliferation and adhesion of C. albicans, reduced the yeast to hyphae transition and biofilm formation. When SP and MCZ were coloaded in the β-glucan hydrogel, a viscoelastic solid with porous 3D network, sustained release and erosion properties was obtained. In the in vivo PJI mice model, SP-MCZ-β-glucan hydrogel effectively reduced the colonization and aggregation of C. albicans around the implant, reduced the pathological changes caused by C. albicans in the femur tissue. Therefore, SP-MCZ-β-glucan hydrogel holds a great promise for the management of C. albicans infection around joint prosthesis.
作为由白色念珠菌(C. albicans)引起的最常见、最严重的感染之一,假体周围关节感染(PJI)越来越受到外科医生和科学家的关注。一般来说,生物膜会保护白念珠菌免受抗真菌药物和免疫清除的影响,并诱发耐药菌株。因此,亟需针对白僵菌感染开发新的策略,以解决目前的耐药问题。在我们的研究中,劈裂霉素(SP)能抑制白僵菌菌丝的形成,并增强白僵菌对硝酸咪康唑(MCZ)的药物敏感性。SP和硝酸咪康唑(MCZ)联用可明显抑制白僵菌的活力、增殖和粘附,减少酵母向菌丝的转化和生物膜的形成。在β-葡聚糖水凝胶中添加SP和MCZ后,可获得一种具有多孔三维网络、持续释放和侵蚀特性的粘弹性固体。在活体 PJI 小鼠模型中,SP-MCZ-β-葡聚糖水凝胶有效地减少了白僵菌在植入物周围的定植和聚集,减轻了白僵菌在股骨组织中引起的病理变化。因此,SP-MCZ-β-葡聚糖水凝胶在治疗关节假体周围白僵菌感染方面大有可为。
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引用次数: 0
Uterine first-pass effect: Unlocking the potential of vaginally administered ritodrine-loaded thermosensitive gel for uterine drug delivery 子宫首过效应:挖掘经阴道给药的利托君热敏凝胶在子宫给药方面的潜力。
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-02 DOI: 10.1016/j.ejps.2024.106945
Yu Xin , Weidong Fei , Meng Zhang , Yue Chen , Yujie Peng , Dongli Sun , Xiaoling Zheng , Xiaojun Zhu , Yunchun Zhao , Caihong Zheng
Preterm birth (PTB) remains a leading cause of infant mortality and morbidity, significantly affecting the long-term health, welfare, and development of newborns. Tocolytics, such as ritodrine, a β2-adrenergic receptor agonist, are widely used in developing countries due to their affordability for preventing PTB by inhibiting uterine contractions. However, ritodrine's short half-life necessitates frequent administration, and prolonged high-dose usage often leads to serious maternal side effects, prompting discontinuation. The uterine first-pass effect, where vaginally administered drugs preferentially target the uterus, can enhance drug concentration in uterine tissue while minimizing systemic absorption and side effects. This study designed a kind of ritodrine-loaded thermosensitive gel (Gel@Rit) to intervene in PTB by exploiting the uterine first-pass effect and investigate its underlying mechanisms. The gel, formulated with poloxamer, demonstrated excellent temperature sensitivity and viscosity, ensuring sustained ritodrine release in vitro. Plasma pharmacokinetic and tissue distribution studies in pregnant mice confirmed the uterine first-pass effect, showing significantly higher drug concentrations in the uterus and markedly lower plasma levels following Gel@Rit administration. The distinctive drug-time curve in Gel@Rit-treated mice, along with uterine tissue fluorescence profiles, elucidated four mechanisms of uterine localization: diffusion through reproductive tract cavities, penetration via vaginal and uterine structures, diffusion through systemic circulation, and retrograde transvaginal veno-uterine artery exchange. This study provides valuable insights into vaginal drug delivery research methodologies, advancing therapeutic strategies for uterine-related conditions and benefiting clinical outcomes in PTB prevention.
早产(PTB)仍然是婴儿死亡和发病的主要原因,严重影响新生儿的长期健康、福利和发育。由于价格低廉,β2-肾上腺素能受体激动剂利托君等催产药在发展中国家被广泛使用,通过抑制子宫收缩来预防早产。然而,利托君的半衰期较短,需要频繁给药,长期大剂量使用往往会导致严重的孕产妇副作用,从而导致停药。子宫首过效应(阴道给药优先针对子宫)可提高药物在子宫组织中的浓度,同时减少全身吸收和副作用。本研究设计了一种利托君热敏凝胶(Gel@Rit),利用子宫首过效应干预PTB,并研究其潜在机制。该凝胶由聚氧乙烯醚配制而成,具有出色的温度敏感性和粘度,可确保利托君在体外持续释放。在妊娠小鼠体内进行的血浆药代动力学和组织分布研究证实了子宫首过效应,结果表明,服用 Gel@Rit 后,子宫内的药物浓度显著升高,而血浆中的药物浓度则明显降低。经 Gel@Rit 处理的小鼠体内独特的药物时间曲线以及子宫组织荧光曲线阐明了子宫定位的四种机制:通过生殖道腔扩散、通过阴道和子宫结构渗透、通过全身循环扩散以及逆行经阴道静脉-子宫动脉交换。这项研究为阴道给药研究方法提供了宝贵的见解,推动了子宫相关疾病的治疗策略,并有利于预防宫颈息肉的临床治疗效果。
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引用次数: 0
Site-specific dimerization of interleukin-11 alleviates bleomycin-induced pulmonary fibrosis in mice 白细胞介素-11的位点特异性二聚化可减轻博莱霉素诱导的小鼠肺纤维化。
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 DOI: 10.1016/j.ejps.2024.106953
Sa Wang, Pengyu Wang, Xiaotong Song, Xinyuan Ma, Long Wei, Yongxiang Zheng, Rong Yu, Chun Zhang
Interleukin-11 (IL-11) has recently been identified as a critical profibrotic cytokine, and IL-11 signaling pathway via IL-11Rα and GP130 receptors has been shown to be a promising therapeutic target for the treatment of fibrotic diseases. Herein, we devised two kinds of IL-11 dimer with receptor-biased binding ability through site-specific crosslinking at the interface involving GP130 binding and signaling, aiming to explore their therapeutic potentials for bleomycin-induced pulmonary fibrosis in mice. A single cysteine mutation at site W147 of human IL-11 (IL-11 W147C) was conducted for site-specific crosslinking. The ability of GP130 to bind to IL-11 W147C dimer was substantially weakened by cysteine-based dimerization, while the ability of IL-11 W147C dimer to bind to IL-11Rα was almost entirely preserved or even enhanced. The IL-11 W147C dimer potently inhibited TF-1 cell proliferation and TGF-β1-induced human lung fibroblast differentiation into myofibroblasts. We also showed that dimerization substantially extended the circulation time of IL-11 W147C dimer in healthy rats. Subcutaneous administration of IL-11 W147C dimer significantly reduced extracellular matrix deposition, preserved alveolar architecture and alleviated pulmonary fibrosis development in mice. The findings of this study may provide a general strategy for the design of cytokine-based receptor-biased antagonists and agonists targeting these multifaceted signaling pathways.
白细胞介素-11(IL-11)最近被确认为一种关键的促纤维化细胞因子,而通过IL-11Rα和GP130受体的IL-11信号通路已被证明是治疗纤维化疾病的一个有前景的治疗靶点。在此,我们通过在涉及GP130结合和信号传导的界面上进行位点特异性交联,设计了两种具有受体偏向结合能力的IL-11二聚体,旨在探索它们对博莱霉素诱导的小鼠肺纤维化的治疗潜力。研究人员对人IL-11的W147位点(IL-11 W147C)进行了单半胱氨酸突变,以实现位点特异性交联。基于半胱氨酸的二聚化大大削弱了GP130与IL-11 W147C二聚体的结合能力,而IL-11 W147C二聚体与IL-11Rα的结合能力几乎完全保留甚至增强。IL-11 W147C二聚体能有效抑制TF-1细胞增殖和TGF-β1诱导的人肺成纤维细胞向肌成纤维细胞分化。我们还发现,二聚化大大延长了 IL-11 W147C 二聚体在健康大鼠体内的循环时间。IL-11 W147C 二聚体皮下注射可显著减少细胞外基质沉积,保护肺泡结构,缓解小鼠肺纤维化的发展。这项研究的发现可能为设计基于细胞因子受体的拮抗剂和激动剂提供了一种针对这些多方面信号通路的通用策略。
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引用次数: 0
DSC reveals the excipient impact on aggregation propensity of pharmaceutical peptides during freezing DSC 揭示了辅料在冷冻过程中对药用多肽聚集倾向的影响。
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 DOI: 10.1016/j.ejps.2024.106954
Maximilian Zäh , Christoph Brandenbusch , Fiora Artusio , Gabriele Sadowski , Roberto Pisano
Pharmaceutical peptides are susceptible to aggregation in solution, making stabilization by addition of suitable excipients essential. To investigate this stabilization, lengthy and cost-intensive experiments are often necessary. In this work, a differential scanning calorimetry (DSC) based method was developed that allows a rapid assessment of the stabilization properties of excipients regarding the aggregation of pharmaceutical peptides. The stabilization properties of investigated excipients are derived from the thermal behavior around Tg', the glass-transition temperature of the excipient-rich phase after freezing, as a function of repeated freeze-thaw cycles.
The pharmaceutical peptide glucagon was investigated in combination with the excipients trehalose and lactose. In addition to the type of excipient, the concentration ratio of peptide/excipient was also varied. Lactose proved to better stabilize glucagon solutions compared to trehalose. On the one hand, the onset of aggregation could be delayed and after aggregation started the aggregation kinetics were slowed down. In addition, it was shown that a high excipient to peptide ratio, regardless of the type of excipient tested, reduces the aggregation tendency of glucagon.
药用多肽在溶液中容易聚集,因此必须添加合适的赋形剂才能使其稳定。为了研究这种稳定性,通常需要进行冗长且成本高昂的实验。本研究开发了一种基于差示扫描量热法(DSC)的方法,可快速评估辅料对药用多肽聚集的稳定特性。所研究的辅料的稳定特性来自于 Tg'附近的热行为,Tg'是富含辅料的相在冷冻后的玻璃化转变温度,是反复冻融循环的函数。研究了药用肽胰高血糖素与辅料树胶糖和乳糖的组合。除辅料类型外,还改变了肽/辅料的浓度比。事实证明,与树胶糖相比,乳糖能更好地稳定胰高血糖素溶液。一方面,聚合开始的时间可以延后,聚合开始后,聚合动力学会减慢。此外,研究还表明,无论测试的是哪种辅料,辅料与肽的比例越高,胰高血糖素的聚集趋势就越小。
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引用次数: 0
Formulation optimization of chitosan surface coated solid lipid nanoparticles of griseofulvin: A Box-Behnken design and in vivo pharmacokinetic study 壳聚糖表面包覆格列齐芬固体脂质纳米颗粒的配方优化:Box-Behnken 设计和体内药代动力学研究
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-10-30 DOI: 10.1016/j.ejps.2024.106951
Nagaraja Sreeharsha , Samathoti Prasanthi , Gudhanti Siva Naga Koteswara Rao , Lakshmi Radhika Gajula , Nikita Biradar , Prakash Goudanavar , Nimbagal Raghavendra Naveen , Predeepkumar Narayanappa Shiroorkar , Girish Meravanige , Mallikarjun Telsang , Afzal Haq Asif , Pavan Kumar Pavagada Sreenivasalu
Solid lipid nanoparticles (SLNs) are becoming increasingly favored for their robust biocompatibility and their capacity to enhance drug solubility, particularly for drugs with limited water solubility. This study delves into the effectiveness of the hot melt sonication technique in fabricating SLNs with high drug loading capabilities and sustained release characteristics. Griseofulvin (GF), chosen as a representative drug due to its poor water solubility, was encapsulated into SLNs composed of stearic acid. Optimization of chitosan-coated GF-loaded SLNs (CS-GF-SLN) was conducted using a Box-Behnken design. Utilizing the desirability approach, optimal parameters were determined, including a lipid quantity of 450.593 mg, chitosan content of 268.67 mg, and sonication duration of 2.14 h. These parameters resulted in a zeta potential of -34.8 mV and a particle size (PS) of 56.87 nm. Following optimization, the refined formulation underwent comprehensive assessment across various parameters. Notably, the drug encapsulated within SLNs exhibited sustained release over three days, as illustrated by the in-vitro drug release profile. The optimized formulation demonstrated a bioavailability enhancement by approximately 1.7 to 2.0 times compared to the conventional formulation. Furthermore, administration of drug-loaded SLNs to a macrophage cell line demonstrated no cytotoxicity, affirming their suitability as conventional drug delivery platforms for GF.
固体脂质纳米颗粒(SLNs)因其强大的生物相容性和提高药物溶解度的能力而日益受到青睐,尤其是对水溶性有限的药物而言。本研究探讨了热熔超声技术在制造具有高药物负载能力和持续释放特性的 SLNs 方面的有效性。Griseofulvin (GF) 因其水溶性较差而被选为代表性药物,该药物被封装在由硬脂酸组成的 SLNs 中。采用盒-贝肯设计法对壳聚糖包覆的 GF 负载 SLN(CS-GF-SLN)进行了优化。利用可取性方法确定了最佳参数,包括脂质量 450.593 毫克、壳聚糖含量 268.67 毫克和超声持续时间 2.14 小时。通过这些参数,zeta 电位为 -34.8 mV,粒度(PS)为 56.87 nm。优化后,对改进后的配方进行了各种参数的综合评估。值得注意的是,正如体外药物释放曲线所示,包裹在 SLNs 中的药物在三天内呈现持续释放状态。与传统制剂相比,优化制剂的生物利用度提高了约 1.7 至 2.0 倍。此外,对巨噬细胞系施用药物负载的 SLNs 没有显示出细胞毒性,这肯定了它们作为 GF 传统药物递送平台的适用性。
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引用次数: 0
Impact of pneumatic tube transportation on the aggregation of monoclonal antibodies in clinical practice 气管运输对临床实践中单克隆抗体聚集的影响。
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-10-29 DOI: 10.1016/j.ejps.2024.106952
Michaela Cohrs , Nele Clottens , Pieter Ramaut , Kevin Braeckmans , Stefaan De Smedt , Tiene Bauters , Hristo L. Svilenov
Postproduction handling and in-hospital transportation of antibody drugs cause mechanical stress, including interfacial and shear stress, that can induce antibody unfolding and aggregation. The handling practices differ significantly between hospitals and the impact on protein stability is unknown. For example, the mechanical stress caused by transport via pneumatic tube systems (PTS) on therapeutic antibody aggregation is a potential safety and quality gap.
The aim of this study was to investigate whether mechanical stress and PTS transportation in a hospital cause aggregation of five commonly used antibody drugs diluted in infusion bags.
Orthogonal analytical methods showed that the handling and PTS transportation in this hospital did not cause aggregation of the investigated mAbs. The absence of aggregation could be explained by the reduction of interfacial stress due to headspace removal from the infusion bags and a mechanical sensor indicated that there was also only a moderate amount of mechanical stress caused by transportation with this particular PTS.
Although this case study focuses on five antibody drugs and the practices in one hospital, the work demonstrates how to evaluate whether other handling and transportation practices cause significant mechanical stress that could compromise the quality and safety of antibody drugs.
抗体药物的生产后处理和院内运输会产生机械应力,包括界面应力和剪切应力,从而诱发抗体解折和聚集。不同医院的处理方法差异很大,对蛋白质稳定性的影响尚不清楚。例如,通过气管系统(PTS)运输对治疗性抗体聚集造成的机械应力就是一个潜在的安全和质量漏洞。本研究旨在调查医院中的机械应力和气管系统运输是否会导致输液袋中稀释的五种常用抗体药物聚集。正交分析方法表明,医院中的处理和 PTS 运输不会导致所调查的 mAbs 出现聚集。没有聚集的原因可能是输液袋顶空去除后界面应力减小,而机械传感器显示,使用这种特殊的 PTS 运输也只产生了适量的机械应力。虽然本案例研究的重点是五种抗体药物和一家医院的操作方法,但这项工作展示了如何评估其他处理和运输方法是否会造成严重的机械应力,从而影响抗体药物的质量和安全性。
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引用次数: 0
The state-of-the-art machine learning model for plasma protein binding prediction: Computational modeling with OCHEM and experimental validation 最先进的血浆蛋白结合预测机器学习模型:使用 OCHEM 进行计算建模和实验验证
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-10-28 DOI: 10.1016/j.ejps.2024.106946
Zunsheng Han , Zhonghua Xia , Jie Xia , Igor V. Tetko , Song Wu
Plasma protein binding (PPB) is closely related to pharmacokinetics, pharmacodynamics and drug toxicity. Existing models for predicting PPB often suffer from low prediction accuracy and poor interpretability, especially for high PPB compounds, and are most often not experimentally validated. Here, we carried out a strict data curation protocol, and applied consensus modeling to obtain a model with a coefficient of determination of 0.90 and 0.91 on the training set and the test set, respectively. This model (available on the OCHEM platform https://ochem.eu/article/29) was further retrospectively validated for a set of 63 poly-fluorinated molecules and prospectively validated for a set of 25 highly diverse compounds, and its performance for both these sets was superior to that of the other previously reported models. Furthermore, we identified the physicochemical and structural characteristics of high and low PPB molecules for further structural optimization. Finally, we provide practical and detailed recommendations for structural optimization to decrease PPB binding of lead compounds.
血浆蛋白结合(PPB)与药代动力学、药效学和药物毒性密切相关。现有的预测 PPB 的模型往往存在预测准确率低、可解释性差的问题,特别是对于高 PPB 的化合物,而且大多没有经过实验验证。在此,我们执行了严格的数据整理协议,并应用共识建模法获得了一个模型,该模型在训练集和测试集上的决定系数分别为 0.90 和 0.91。该模型(可在 OCHEM 平台 https://ochem.eu/article/29 上查阅)对一组 63 个多氟分子进行了回顾性验证,并对一组 25 个高度多样化的化合物进行了前瞻性验证,其在这两组化合物中的表现均优于之前报道的其他模型。此外,我们还确定了高 PPB 分子和低 PPB 分子的理化和结构特征,以便进一步优化结构。最后,我们为结构优化提供了切实可行的详细建议,以减少先导化合物的 PPB 结合。
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引用次数: 0
Exploring pharmaceutical powder behavior in commercial-scale bin blending: A DEM simulation study 探索商业规模料仓混合中的药粉行为:DEM 模拟研究
IF 4.3 3区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-10-26 DOI: 10.1016/j.ejps.2024.106950
F. Mostafaei , B. Benque , P. Doshi , M.T. Santangelo , H.G. Lee , D. Gomes Lopes , M. Schaefer , J.G. Khinast , D. Jajcevic
Bin blending is one of the main steps in pharmaceutical production processes. Commercial-scale production of expensive products typically does not allow to perform a large number of experiments in order to optimize the process. Alternatively, Discrete Element Method (DEM) simulations can be used to evaluate the powder behavior (flow and blending pattern) during blending, identify the risks (e.g., segregation), and provide solutions to mitigate them. In this work, DEM simulations are used to investigate the blending of two granulated powders in commercial-scale cone and cylindrical (hoop) blenders. The DEM contact model parameters were calibrated based on the experimental compression and ring shear tests for both granulated powders to mimic the bulk powder behavior in the simulations. The model's output was compared to the experiments in one of the blending cases. The blending efficiency in the cone blenders was evaluated considering the fill levels, the presence of baffles, the rotating directions, the filling order, and the bin sizes. Furthermore, for the hoop blenders, the effects of blender's angle, rotation speed, and filling order were addressed. The main findings of the work were that, in cone blenders, the blending can be improved by introducing baffles and changing in the rotational direction frequently. In hoop blenders, blending can be improved by increasing the inclination angle from the horizontal plane and the rotational speed.
配料混合是药品生产过程中的主要步骤之一。昂贵产品的商业规模生产通常无法进行大量实验来优化工艺。另外,离散元素法(DEM)模拟可用于评估混合过程中的粉末行为(流动和混合模式),识别风险(如偏析),并提供解决方案以降低风险。在这项工作中,DEM 模拟用于研究两种颗粒粉末在商业规模的锥形和圆柱形(环形)混合机中的混合情况。DEM 接触模型参数是根据两种粒状粉末的实验压缩和环剪试验校准的,以便在模拟中模拟散装粉末的行为。模型的输出结果与其中一种混合情况下的实验结果进行了比较。考虑到填充水平、挡板的存在、旋转方向、填充顺序和料仓尺寸,对锥形混合器的混合效率进行了评估。此外,对于环形混合器,还研究了混合器角度、旋转速度和填充顺序的影响。研究的主要发现是,在锥形搅拌机中,通过引入挡板和频繁改变旋转方向可以改善搅拌效果。在环形搅拌机中,可通过增加与水平面的倾斜角度和转速来改善搅拌效果。
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European Journal of Pharmaceutical Sciences
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