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Acceleration of Final Residual Solvent Extraction From Poly(lactide-co-glycolide) Microparticles. 加速聚乳酸-共聚乙二醇微粒的最终残留溶剂萃取。
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-15 DOI: 10.1007/s11095-024-03744-9
Florian Kias, Roland Bodmeier

Purpose: The removal of the residual solvent dichloromethane from biodegradable poly(D,L-lactic-co-glycolic acid) (PLGA) microparticles was investigated by aqueous or alcoholic wet extraction or vacuum-drying.

Methods: Microparticles were prepared by the O/W solvent extraction/evaporation method. The solidified microparticles were separated by filtration and the effect of subsequent drying and wet extraction methods were investigated. The residual solvent content was analysed with gas chromatography (organic solvents) and Karl Fischer titration (water). The effect of extraction conditions on microparticle aggregation, surface morphology and encapsulation of the drugs dexamethasone and risperidone was investigated.

Results: Residual dichloromethane was reduced to 2.43% (w/w) (20 °C) or 0.03% (w/w) (35 °C) by aqueous wet extraction. With vacuum-drying, residual dichloromethane only decreased from about 5% (w/w) to 4.34% (w/w) (20 °C) or 3.20% (w/w) (35 °C) due to the lack of the plasticizing effect of water. Redispersion of filtered, wet microparticles in alcoholic media significantly improved the extraction due to an increased PLGA plasticization. The potential of different extractants was explained with the Gordon-Taylor equation and Hansen solubility parameters. Extraction in methanol: or ethanol:water mixtures reduced residual dichloromethane from 4 - 7% (w/w) to 0.5 - 2.3% (w/w) within 1 h and 0.08 - 0.18% (w/w) within 6 h. Higher alcohol contents and higher temperature resulted in aggregation of microparticles and lower drug loadings.

Conclusion: The final removal of residual dichloromethane was more efficient with alcoholic wet extraction followed by aqueous wet extraction at elevated temperature and vacuum drying of the microparticles.

目的:通过水溶液或酒精湿法萃取或真空干燥法研究了去除可生物降解的聚(D,L-乳酸-共聚乙醇酸)(PLGA)微粒中残留溶剂二氯甲烷的方法:方法:采用 O/W 溶剂萃取/蒸发法制备微颗粒。方法:采用 O/W 溶剂萃取/蒸发法制备微粒,通过过滤分离凝固的微粒,并研究后续干燥和湿提取方法的影响。残留溶剂含量通过气相色谱法(有机溶剂)和卡尔费休滴定法(水)进行分析。研究了萃取条件对地塞米松和利培酮这两种药物的微粒聚集、表面形态和封装的影响:结果:通过水湿萃取,残留的二氯甲烷降低到 2.43%(重量比)(20 °C)或 0.03%(重量比)(35 °C)。真空干燥时,由于缺乏水的塑化作用,残留二氯甲烷仅从约 5%(重量比)降至 4.34%(重量比)(20 °C)或 3.20%(重量比)(35 °C)。在酒精介质中重新分散过滤后的湿微粒,由于 PLGA 的塑化作用增强,萃取效果明显改善。戈登-泰勒方程和汉森溶解度参数解释了不同萃取剂的潜力。在甲醇:或乙醇:水混合物中萃取可在 1 小时内将残留二氯甲烷从 4 - 7%(重量比)降至 0.5 - 2.3%(重量比),在 6 小时内降至 0.08 - 0.18%(重量比):结论:采用酒精湿法萃取,然后在高温下进行水湿法萃取和真空干燥微颗粒,能更有效地去除残留的二氯甲烷。
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引用次数: 0
Formulation and Validation of an Extended Sigmoid Emax Model in Pharmacodynamics. 药效学中扩展 Sigmoid Emax 模型的建立与验证
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-14 DOI: 10.1007/s11095-024-03752-9
Jong Hyuk Byun

Purpose or objective: Drug concentration-response curves (DRCs) are crucial in pharmacology for assessing the drug effects on biological systems. The widely used sigmoid Emax model, which accounts for response saturation, relies heavily on the effective drug concentration ( E D 50 ). This reliance can lead to validation errors and inaccuracies in model fitting. The Emax model cannot generate multiple DRCs, raising concerns about whether the dataset is fully utilized.

Methods: This study formulates an extended Emax (eEmax) model designed to overcome these limitations. The eEmax model generates multiple DRCs from a single dataset by using various estimated α ' s 0,100 , while keeping E D α fixed, rather than estimating an E D 50 value as in the Emax model.

Results: This model effectively captures a broader range of concentration-response behavior, including non-sigmoidal patterns, thus providing greater flexibility and accuracy compared to the Emax model. Validation using various drug-response data and PKPD frameworks demonstrates the eEmax model's improved accuracy and versatility in handling concentration-response data.

Conclusions: The eEmax model provides a robust and flexible method for drug concentration-response analysis, facilitating the generation of multiple DRCs from a single dataset and reducing the possibility of validation errors. This model is particularly valuable for its ease of use and its capability to fully utilize datasets, providing its potential in PKPD modeling and drug discovery.

目的或目标:药物浓度-反应曲线(DRC)是药理学评估药物对生物系统影响的关键。广泛使用的 Sigmoid Emax 模型考虑到了反应饱和度,在很大程度上依赖于有效药物浓度(E D 50)。这种依赖会导致验证错误和模型拟合不准确。Emax 模型无法生成多个 DRC,从而引发了对数据集是否得到充分利用的担忧:本研究制定了一个扩展的 Emax(eEmax)模型,旨在克服这些局限性。eEmax 模型通过使用不同的估计值 α ' s ∈ 0,100 从单一数据集生成多个 DRC,同时保持 E D α 固定不变,而不是像 Emax 模型那样估计一个 E D 50 值:结果:与 Emax 模型相比,该模型能有效捕捉更广泛的浓度-反应行为,包括非曲线模式,因此具有更大的灵活性和准确性。使用各种药物反应数据和 PKPD 框架进行的验证表明,eEmax 模型在处理浓度反应数据方面具有更高的准确性和多功能性:eEmax 模型为药物浓度-反应分析提供了一种稳健而灵活的方法,有助于从单一数据集生成多个 DRC,并减少验证错误的可能性。该模型因其易用性和充分利用数据集的能力而特别有价值,为 PKPD 建模和药物发现提供了潜力。
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引用次数: 0
Fecal SN-38 Content as a Surrogate Predictor of Intestinal SN-38 Exposure and Associated Irinotecan-induced Severe Delayed-Onset Diarrhea by a Novel Use of the Spectrofluorimetric Method. 采用新颖的荧光光谱法将粪便中的 SN-38 含量作为肠道 SN-38 暴露及相关伊立替康诱发的严重迟发性腹泻的替代预测指标
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-13 DOI: 10.1007/s11095-024-03755-6
Zicong Zheng, Vesna Tumbas Šaponjac, Rashim Singh, Jie Chen, Songpol Srinual, Taijun Yin, Rongjin Sun, Ming Hu

Background: Irinotecan administration can lead to severe delayed-onset diarrhea (SDOD) in clinical practice. Currently, there is no reliable surrogate predictor of intestinal exposure to SN-38 and subsequent diarrhea incidence.

Methods: The relationship between fecal 7-ethyl-10-hydroxycamptothecin (SN-38) content and SDOD was investigated in Fisher 344 rats using a novel spectrofluorimetric method. Additionally, a pharmacokinetic study of irinotecan was performed to evaluate the biodistribution of SN-38 to establish the relationship between tissue and fecal SN-38 exposure.

Results: The spectrofluorimetric method was successfully employed to measure fecal SN-38 and CPT-11 content from Day 3 to Day 6 post-irinotecan administration. Only fecal SN-38 content on Day 3 exhibited a significantly positive correlation with SDOD incidence on Days 4 and 5. A cutoff value of SN-38 ≥ 0.066 mg/g in feces was identified, predicting severe diarrhea incidence with 81% accuracy and 80% specificity. The positive correlation between fecal SN-38 content and SN-38 exposure in the ileum on Day 3 was also reflected in the changes of indicators during intestinal injury, such as prostaglandin E2 level and antioxidant activity.

Conclusion: Fecal SN-38 content proves to be representative of intestinal exposure to SN-38, indicative of intestinal injury, and predictive of SDOD incidence in rats, while the spectrofluorimetric method demonstrates the translational potential.

背景:在临床实践中,伊立替康用药可导致严重的迟发性腹泻(SDOD)。目前,还没有可靠的替代指标来预测肠道暴露于 SN-38 和随后的腹泻发生率:方法:采用新型光谱荧光法研究了 Fisher 344 大鼠粪便中 7-乙基-10-羟基喜树碱(SN-38)含量与 SDOD 之间的关系。此外,还进行了伊立替康的药代动力学研究,以评估 SN-38 的生物分布,从而确定组织和粪便 SN-38 暴露之间的关系:结果:成功地采用了荧光光谱法来测量伊立替康用药后第 3 天到第 6 天的粪便中 SN-38 和 CPT-11 的含量。只有第 3 天的粪便 SN-38 含量与第 4 天和第 5 天的 SDOD 发生率呈显著正相关。确定了粪便中 SN-38 ≥ 0.066 mg/g 的临界值,预测严重腹泻发生率的准确率为 81%,特异性为 80%。粪便中 SN-38 含量与第 3 天回肠中 SN-38 暴露量之间的正相关性也反映在肠道损伤期间的指标变化中,如前列腺素 E2 水平和抗氧化活性:结论:粪便中的 SN-38 含量可代表大鼠肠道中 SN-38 的暴露量、肠道损伤的指示性指标以及 SDOD 发生率的预测性指标,而光谱荧光法则展示了其转化潜力。
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引用次数: 0
Rapid Synthesis and Evaluation of Resveratrol-Piperazine Cocrystals by Ultrasound and Microwave Methods. 用超声波和微波法快速合成和评估藜芦醇-哌嗪共晶体
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-07 DOI: 10.1007/s11095-024-03758-3
Simona Ioniţă, Mariana Pătrașcu, Elena Mirabela Soare, Daniel Lincu, Irina Atkinson, Adriana Rusu, Mihaela Maria Pop, Coca Iordache, Cătălina-Diana Ușurelu, Andreea Simona Baltac, Raul-Augustin Mitran, Jeanina Pandele-Cuşu, Victor Fruth

Objective: Resveratrol-piperazine cocrystals have been obtained by ultrasound (US) and microwave-assisted (MW) techniques, using the solution and slurry-based methods, to study the influence of the synthesis method on the resulting cocrystal properties, and scalability of the processes. The potential of these cocrystals is represented by the unique properties of their components, resveratrol, and piperazine, which could be also used in veterinary practice. Resveratrol has antimicrobial, antiviral and anticarcinogenic properties, while piperazine can be used in the treatment of parasitic infections.

Methods: The influence of ultrasound and microwave-assisted treatment was studied by varying synthesis parameters such as reaction time, temperature, and US or MW power. The main advantage of using these methods is represented by shorter synthesis time compared to conventional methods, resulting in the direct formation of the cocrystals.

Results: All samples were obtained in high purity, above 97%. Cocrystal yield correlated positively with ultrasound reaction time, while temperature was not found to influence the microwave synthesis yield up to 50°C, in the case of solution-based methods. MW and US-assisted solution-based methods lead to yields between 52.9 and 68.1%. In the case of the slurry-based method, a minimum reaction time of 5 min leads to the formation of cocrystals with high purity. The resveratrol-piperazine cocrystal's solubility and in vitro antibacterial activity were also evaluated, showing promising results.

Conclusions: Ultrasound and microwave-assisted techniques offer a viable alternative for synthesizing resveratrol-piperazine cocrystals with short reaction times, high yield, and purity, suitable for scalable resveratrol-piperazine cocrystals.

目的:通过超声(US)和微波辅助(MW)技术,采用溶液法和浆液法获得了白藜芦醇-哌嗪共晶体,以研究合成方法对所得共晶体特性的影响以及工艺的可扩展性。这些共晶体的潜力体现在其成分白藜芦醇和哌嗪的独特性质上,它们也可用于兽医领域。白藜芦醇具有抗菌、抗病毒和抗癌特性,而哌嗪可用于治疗寄生虫感染:方法:通过改变反应时间、温度、US 或 MW 功率等合成参数,研究了超声波和微波辅助处理的影响。与传统方法相比,使用这些方法的主要优势在于合成时间更短,可以直接形成共晶体:所有样品的纯度都很高,超过 97%。共晶体产量与超声反应时间呈正相关,而在基于溶液的方法中,温度对微波合成产量的影响不超过 50°C。基于溶液的微波和 US 辅助方法的产量介于 52.9% 和 68.1% 之间。在浆液法中,最少 5 分钟的反应时间就能形成高纯度的共晶体。此外,还对白藜芦醇-哌嗪共晶体的溶解性和体外抗菌活性进行了评估,结果令人满意:结论:超声波和微波辅助技术为合成白藜芦醇-哌嗪共晶体提供了一种可行的替代方法,其反应时间短、产率高、纯度高,适合合成可扩展的白藜芦醇-哌嗪共晶体。
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引用次数: 0
Iron Reduces the Trafficking of Fatty Acids from Human Immortalised Brain Microvascular Endothelial Cells Through Modulation of Fatty Acid Transport Protein 1 (FATP1/SLC27A1). 铁通过调节脂肪酸转运蛋白 1 (FATP1/SLC27A1),减少人永生脑微血管内皮细胞脂肪酸的转运。
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-01 Epub Date: 2024-07-24 DOI: 10.1007/s11095-024-03743-w
Showmika T Supti, Liam M Koehn, Stephanie A Newman, Yijun Pan, Joseph A Nicolazzo

Purpose: Alzheimer's disease (AD) is associated with brain accumulation of amyloid-beta (Aβ) and neurofibrillary tangle formation, in addition to reduced brain docosahexaenoic acid (DHA) and increased brain iron levels. DHA requires access across the blood-brain barrier (BBB) to enter the brain, and iron has been shown to affect the expression and function of a number of BBB transporters. Therefore, this study aimed to assess the effect of iron on the expression and function of fatty acid binding protein 5 (FABP5) and fatty acid transport protein 1 (FATP1), both which mediate brain endothelial cell trafficking of DHA.

Methods: The mRNA and protein levels of FABP5 and FATP1 in human cerebral microvascular endothelial (hCMEC/D3) cells was assessed by RT-qPCR and Western blot, respectively following ferric ammonium citrate (FAC) treatment (up to 750 µM, 72 h). The function of FABP5 and FATP1 was assessed via uptake and efflux of radiolabelled 3H-oleic acid and 14C-DHA.

Results: FAC (500 µM, 72 h) had no impact on the expression of FABP5 at the protein and mRNA level in hCMEC/D3 cells, which was associated with a lack of effect on the uptake of 14C-DHA. FAC led to a 19.7% reduction in FATP1 protein abundance in hCMEC/D3 cells with no impact on mRNA levels, and this was associated with up to a 32.6% reduction in efflux of 14C-DHA.

Conclusions: These studies demonstrate a role of iron in down-regulating FATP1 protein abundance and function at the BBB, which may have implications on fatty acid access to the brain.

目的:阿尔茨海默病(AD)与大脑中淀粉样蛋白-β(Aβ)的积累和神经纤维缠结的形成有关,此外还与大脑中二十二碳六烯酸(DHA)的减少和大脑中铁含量的增加有关。DHA 需要通过血脑屏障 (BBB) 才能进入大脑,而铁已被证明会影响一些 BBB 转运体的表达和功能。因此,本研究旨在评估铁对脂肪酸结合蛋白5(FABP5)和脂肪酸转运蛋白1(FATP1)表达和功能的影响:方法:在枸橼酸铁铵(FAC)处理(高达 750 µM,72 小时)后,通过 RT-qPCR 和 Western 印迹分别评估了 FABP5 和 FATP1 在人脑微血管内皮细胞(hCMEC/D3)中的 mRNA 和蛋白水平。FABP5 和 FATP1 的功能通过放射性标记的 3H-oleic acid 和 14C-DHA 的吸收和外流进行评估:结果:FAC(500 µM,72 小时)对 hCMEC/D3 细胞中 FABP5 蛋白和 mRNA 水平的表达没有影响,这与对 14C-DHA 的摄取没有影响有关。FAC 导致 hCMEC/D3 细胞中 FATP1 蛋白丰度降低 19.7%,但对 mRNA 水平没有影响,这与 14C-DHA 的外流降低 32.6% 有关:这些研究证明了铁在下调 FATP1 蛋白丰度和 BBB 功能方面的作用,这可能会对脂肪酸进入大脑产生影响。
{"title":"Iron Reduces the Trafficking of Fatty Acids from Human Immortalised Brain Microvascular Endothelial Cells Through Modulation of Fatty Acid Transport Protein 1 (FATP1/SLC27A1).","authors":"Showmika T Supti, Liam M Koehn, Stephanie A Newman, Yijun Pan, Joseph A Nicolazzo","doi":"10.1007/s11095-024-03743-w","DOIUrl":"10.1007/s11095-024-03743-w","url":null,"abstract":"<p><strong>Purpose: </strong>Alzheimer's disease (AD) is associated with brain accumulation of amyloid-beta (Aβ) and neurofibrillary tangle formation, in addition to reduced brain docosahexaenoic acid (DHA) and increased brain iron levels. DHA requires access across the blood-brain barrier (BBB) to enter the brain, and iron has been shown to affect the expression and function of a number of BBB transporters. Therefore, this study aimed to assess the effect of iron on the expression and function of fatty acid binding protein 5 (FABP5) and fatty acid transport protein 1 (FATP1), both which mediate brain endothelial cell trafficking of DHA.</p><p><strong>Methods: </strong>The mRNA and protein levels of FABP5 and FATP1 in human cerebral microvascular endothelial (hCMEC/D3) cells was assessed by RT-qPCR and Western blot, respectively following ferric ammonium citrate (FAC) treatment (up to 750 µM, 72 h). The function of FABP5 and FATP1 was assessed via uptake and efflux of radiolabelled <sup>3</sup>H-oleic acid and <sup>14</sup>C-DHA.</p><p><strong>Results: </strong>FAC (500 µM, 72 h) had no impact on the expression of FABP5 at the protein and mRNA level in hCMEC/D3 cells, which was associated with a lack of effect on the uptake of <sup>14</sup>C-DHA. FAC led to a 19.7% reduction in FATP1 protein abundance in hCMEC/D3 cells with no impact on mRNA levels, and this was associated with up to a 32.6% reduction in efflux of <sup>14</sup>C-DHA.</p><p><strong>Conclusions: </strong>These studies demonstrate a role of iron in down-regulating FATP1 protein abundance and function at the BBB, which may have implications on fatty acid access to the brain.</p>","PeriodicalId":20027,"journal":{"name":"Pharmaceutical Research","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11362236/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141752374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Therapeutic Strategies to Combat Increasing Rates of Multidrug Resistant Pathogens. 应对耐多药病原体发病率不断上升的治疗策略。
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-01 Epub Date: 2024-08-06 DOI: 10.1007/s11095-024-03756-5
Antonio Vitiello, Giovanni Rezza, Andrea Silenzi, Antonio Salzano, Mosè Alise, Maria Rosaria Boccellino, Annarita Ponzo, Andrea Zovi, Michela Sabbatucci

The emergence of antimicrobic-resistant infectious pathogens and the consequent rising in the incidence and prevalence of demises caused by or associated to infections which are not sensitive to drug treatments is one of today's major global health challenges. Antimicrobial resistance (AMR) can bring to therapeutic failure, infection's persistence and risk of serious illness, in particular in vulnerable populations such as the elderly, patients with neoplastic diseases or the immunocompromised. It is assessed that AMR will induce until 10 million deaths per year by 2050, becoming the leading cause of disease-related deaths. The World Health Organisation (WHO) and the United Nations General Assembly urgently call for new measures to combat the phenomenon. Research and development of new antimicrobial agents has decreased due to market failure. However, promising results are coming from new alternative therapeutic strategies such as monoclonal antibodies, microbiome modulators, nanomaterial-based therapeutics, vaccines, and phages. This narrative review aimed to analyse the benefits and weaknesses of alternative therapeutic strategies to antibiotics which treat multidrug-resistant bacterial infections.

抗菌性传染病病原体的出现,以及随之而来的由对药物治疗不敏感的感染引起或与之相关的死亡发生率和流行率的上升,是当今全球健康面临的主要挑战之一。抗菌药耐药性(AMR)会导致治疗失败、感染持续存在和严重疾病风险,尤其是在老年人、肿瘤疾病患者或免疫力低下者等易感人群中。据估计,到 2050 年,AMR 每年将导致 1 000 万人死亡,成为疾病相关死亡的主要原因。世界卫生组织(WHO)和联合国大会紧急呼吁采取新措施应对这一现象。由于市场失灵,新型抗菌剂的研发工作有所减少。然而,单克隆抗体、微生物组调节剂、基于纳米材料的疗法、疫苗和噬菌体等新的替代治疗策略正在取得可喜的成果。这篇叙述性综述旨在分析治疗耐多药细菌感染的抗生素替代疗法的优缺点。
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引用次数: 0
Machine Learning Prediction of On/Off Target-driven Clinical Adverse Events. 开/关目标驱动临床不良事件的机器学习预测。
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-01 Epub Date: 2024-08-02 DOI: 10.1007/s11095-024-03742-x
Albert Cao, Luchen Zhang, Yingzi Bu, Duxin Sun

Objective: Currently, 90% of clinical drug development fails, where 30% of these failures are due to clinical toxicity. The current extensive animal toxicity studies are not predictive of clinical adverse events (AEs) at clinical doses, while current computation models only consider very few factors with limited success in clinical toxicity prediction. We aimed to address these issues by developing a machine learning (ML) model to directly predict clinical AEs.

Methods: Using a dataset with 759 FDA-approved drugs with known AEs, we first adapted the ConPLex ML model to predict IC 50 values of these FDA-approved drugs against their on-target and off-target binding among 477 protein targets. Subsequently, we constructed a new ML model to predict clinical AEs using IC 50 values of 759 drugs' primary on-target and off-target effects along with tissue-specific protein expression profiles.

Results: The adapted ConPLex model predicted drug-target interactions for both on- and off-target effects, as shown by co-localization of the 6 small molecule kinase inhibitors with their respective kinases. The coupled ML models demonstrated good predictive capability of clinical AEs, with accuracy over 75%.

Conclusions: Our approach provides a new insight into the mechanistic understanding of in vivo drug toxicity in relationship with drug on-/off-target interactions. The coupled ML models, once validated with larger datasets, may offer advantages to directly predict clinical AEs using in vitro/ex vivo and preclinical data, which will help to reduce drug development failure due to clinical toxicity.

目的:目前,90% 的临床药物开发都以失败告终,其中 30% 的失败是由于临床毒性造成的。目前大量的动物毒性研究并不能预测临床剂量下的临床不良事件(AEs),而目前的计算模型只考虑了极少数因素,在临床毒性预测方面的成功率有限。我们旨在通过开发一种机器学习(ML)模型来直接预测临床不良反应,从而解决这些问题:方法:利用包含 759 种已知 AE 的 FDA 批准药物的数据集,我们首先改进了 ConPLex ML 模型,以预测这些 FDA 批准药物与 477 个蛋白质靶点的靶上和靶下结合的 IC 50 值。随后,我们利用 759 种药物的主要靶上和非靶上效应的 IC 50 值以及组织特异性蛋白表达谱构建了一个新的 ML 模型来预测临床 AEs:结果:经过改良的ConPLex模型预测了药物与靶点之间的相互作用,包括靶上效应和非靶上效应,6种小分子激酶抑制剂与各自激酶的共定位显示了这一点。耦合 ML 模型对临床 AE 具有良好的预测能力,准确率超过 75%:我们的方法为从机理上理解体内药物毒性与药物靶上/靶下相互作用的关系提供了新的视角。一旦用更大的数据集进行验证,耦合 ML 模型可能会为利用体外/体内和临床前数据直接预测临床 AE 提供优势,这将有助于减少因临床毒性导致的药物开发失败。
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引用次数: 0
Accelerated Development of Pharmaceuticals Past, Present, and Future. 加速药品开发的过去、现在和未来。
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-01 Epub Date: 2024-08-06 DOI: 10.1007/s11095-024-03737-8
Stephen R Byrn

This paper reviews the accelerated development of pharmaceuticals, exploring past, present, and future perspectives. It provides a historical overview of early strategies used to expedite development, beginning with initiatives from the 1990s. The work of Gardner and Byrn in accelerated development analysis during this era is highlighted. The narrative progresses to the 2000s, discussing the emergence of PK/PD in accelerating pharmaceutical development. The paper further examines case studies in the accelerated development field, including the INDIGO and Chorus programs. It concludes with an analysis of the current state of the field, referencing the NIPTE conference, which focused on the industrial perspective of accelerated development. Additionally, the paper outlines strategies for the rapid development of Solid Lipid Nanoparticle manufacturing and vaccine production.

本文回顾了药品的加速开发,探讨了过去、现在和未来的前景。它从历史角度概述了从 20 世纪 90 年代开始用于加速开发的早期战略。重点介绍了 Gardner 和 Byrn 在这一时期的加速开发分析工作。到了 2000 年代,本文讨论了 PK/PD 在加速药物开发中的应用。论文进一步探讨了加速开发领域的案例研究,包括 INDIGO 和 Chorus 计划。最后,论文分析了该领域的现状,并参考了 NIPTE 会议,该会议的重点是加速开发的工业视角。此外,论文还概述了固体脂质纳米粒子制造和疫苗生产的快速发展战略。
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引用次数: 0
Evaluation of In Vitro Metabolism- and Transporter-Based Drug Interactions with Sunscreen Active Ingredients. 评估基于体外代谢和转运体的药物与防晒霜活性成分的相互作用。
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-01 Epub Date: 2024-07-24 DOI: 10.1007/s11095-024-03746-7
Mohammed Qusa, Hisham Qosa, Donna A Volpe

Purpose: The aim of this study was to examine the ability of sunscreen active ingredients to inhibit in vitro drug metabolism via cytochrome P450 (CYP) enzymes and drug uptake transporters.

Methods: Metabolism assays with human liver microsomes were conducted for CYP2C9, CYP2D6 and CYP3A4 using probe substrates warfarin, bufuralol and midazolam, respectively. Uptake transporter assays with transfected cell lines were conducted for OAT3, OCT2 and OATP1B1 with probe substrates estrone-3-sulfate, metformin and rosuvastatin, respectively. Six sunscreen active ingredients, avobenzone, enzacamene, oxybenzone, octinoxate, trolamine, and homosalate, were evaluated up to their aqueous solubility limits in the assays.

Results: None of the sunscreen active ingredients inhibited CYP2D6 or CYP3A4 activities in the microsomes at concentration ranges up to tenfold higher than their known clinical total plasma levels. Only enzacamene, oxybenzone and trolamine were found to be inhibitory to CYP2C9 activity with IC50 values of 14.76, 22.46 and 154.7 µM, respectively. Avobenzone, enzacamene, homosalate and octinoxate were not inhibitory to the uptake transporters at the evaluated concentrations. Oxybenzone was inhibitory to OAT3 and OCT2 with IC50 values of 39.93 and 42.77 µM, respectively. Trolamine also inhibited uptake in OAT3 and OCT2 transfected cells with IC50 values of 448.1 and 1376 μM, respectively.

Conclusions: Although enzacamene, oxybenzone and trolamine inhibited CYP2C9 and the renal transporters OAT3 and OCT2 in vitro, their IC50 values exceeded total plasma levels found in clinical studies. Therefore, it is unlikely that these sunscreen active ingredients in sunscreen products will inhibit the metabolism or transport of co-administered drugs in consumers.

目的:本研究旨在考察防晒霜活性成分通过细胞色素 P450(CYP)酶和药物吸收转运体抑制体外药物代谢的能力:方法:分别使用探针底物华法林、布福洛尔和咪达唑仑,用人肝微粒体对 CYP2C9、CYP2D6 和 CYP3A4 进行代谢测定。利用转染细胞系对 OAT3、OCT2 和 OATP1B1 进行了摄取转运体检测,探针底物分别为 3-硫酸雌酮、二甲双胍和罗伐他汀。对六种防晒霜活性成分阿伏苯宗、恩扎卡门烯、氧苯甲酮、辛诺沙特、曲拉明和均沙酯进行了评估,评估结果达到了它们在试验中的水溶性极限:结果:没有一种防晒霜活性成分能抑制微粒体中的 CYP2D6 或 CYP3A4 活性,其浓度范围比已知的临床总血浆水平高出十倍。只有恩沙康、氧苯甲酮和曲拉明对 CYP2C9 活性有抑制作用,IC50 值分别为 14.76、22.46 和 154.7 µM。在评估浓度下,阿伏苯宗、恩扎卡门烯、高水杨酸酯和辛氧化酯对吸收转运体没有抑制作用。氧苯酮对 OAT3 和 OCT2 有抑制作用,IC50 值分别为 39.93 µM 和 42.77 µM。曲拉明也能抑制转染细胞中 OAT3 和 OCT2 的吸收,其 IC50 值分别为 448.1 微摩尔和 1376 微摩尔:结论:虽然恩杂卡明、羟苯甲酮和曲拉明在体外抑制了 CYP2C9 以及肾脏转运体 OAT3 和 OCT2,但它们的 IC50 值超过了临床研究中发现的血浆总水平。因此,防晒产品中的这些防晒活性成分不太可能抑制消费者体内合用药物的代谢或转运。
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引用次数: 0
Fluorinated PAMAM-Arginine Carrier Prodrugs for pH-Sensitive Sustained Ibuprofen Delivery. 氟化 PAMAM-精氨酸载体原药用于 pH 值敏感的布洛芬持续给药。
IF 3.5 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-08-01 Epub Date: 2024-07-24 DOI: 10.1007/s11095-024-03747-6
Carola Romani, Mattia Sponchioni, Alessandro Volonterio

Objective: The development of an efficient, multifunctional drug delivery system overcoming different obstacles generally associated with drug formulations, including the poor accumulation of the active principle in the target site and its sustained release for prolonged time.

Methods: Our study proposes the development of a fluorinated poly(amidoamine) (PAMAM) carrier prodrug combining drug release boosted in alkaline environments with a possible implementation in 19F MRI applications. In particular, we functionalized the terminal primary amines of PAMAM G2 and G4 through an ad hoc designed fluorinated ibuprofen-arginine Michael acceptor to obtain multifunctional ibuprofen-PAMAM-Arg conjugates.

Results: These carriers demonstrated pH-dependent and sustained ibuprofen release for more than 5 days. This advantage was observed in both weak alkaline and physiological buffer solutions, allowing to overcome the limits associated to the burst release from similar fluorinated Arg-PAMAM dendrimers with ibuprofen physically encapsulated.

Conclusion: These findings, coupled to the high biocompatibility of the system, suggest a potential synergistic biomedical application of our conjugates, serving as vehicles for drug delivery and as 19F magnetic resonance imaging contrast agents.

目的开发一种高效、多功能的给药系统,克服药物制剂通常存在的各种障碍,包括活性成分在靶点的蓄积性差和长时间的持续释放:我们的研究提出开发一种含氟聚(氨基胺)(PAMAM)载体原药,它能在碱性环境中促进药物释放,并有可能应用于 19F MRI。特别是,我们通过特别设计的氟化布洛芬-精氨酸迈克尔受体对 PAMAM G2 和 G4 的末端伯胺进行了官能化,从而获得了多功能布洛芬-PAMAM-Arg 共轭物:这些载体显示了布洛芬在 5 天以上的 pH 依赖性和持续释放。在弱碱性溶液和生理缓冲溶液中都能观察到这一优势,从而克服了类似的氟化 Arg-PAMAM 树枝状聚合物在布洛芬物理包封后的猝灭释放限制:这些发现以及该系统的高生物相容性表明,我们的共轭物具有潜在的协同生物医学应用前景,既可作为药物输送载体,也可作为 19F 磁共振成像对比剂。
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Pharmaceutical Research
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