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Fe(II)-Targeted PET/19F MRI Dual-Modal Molecular Imaging Probe for Early Evaluation of Anticancer Drug-Induced Acute Kidney Injury Fe(II)靶向PET/19F MRI双模分子成像探针早期评估抗癌药物诱导的急性肾损伤
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-15 DOI: 10.1021/acs.molpharmaceut.3c00531
Sureya Nijiati, Fantian Zeng, Cuicui Zuo, Qianyu Zhang, Chao Du, Changrong Shi, Jinhao Gao* and Zijian Zhou*, 

Ferroptosis, an iron-dependent regulated cell death, has been emerging as an early mechanism in anticancer drug-induced acute kidney injury (AKI) that may benefit therapeutic intervention. However, the lack of molecular imaging methods for in vivo detection of ferroptosis restricts the early diagnosis of anticancer drug-induced AKI. Herein, we developed a PET/19F MRI dual-modal imaging probe for the monitoring of ferroptosis in AKI by chemically conjugating the Fe(II)-sensitive artemisinin (Art) motif and macrocyclic ligand 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid (DOTA) to the CF3-modified polyhedral oligomeric silsesquioxane (POSS) clusters, denoted as the PAD probe. The PAD probe could be converted into PA*D in the presence of Fe(II) ions and subsequently be intercepted by biological macromolecules nearby, thereby enhancing the retention effect in ferroptotic cells and tissues. After labeling with 68Ga isotopes, the 68Ga-labeled PAD probe in cisplatin (CDDP)-induced AKI mice displayed a significantly higher renal uptake level than that in normal mice. Moreover, the PAD probe with a precise chemical structure, relatively high 19F content, and single 19F resonance frequency allowed for interference-free and high-performance19F MRI that could detect the onset of CDDP-induced AKI at least 24 h earlier than the typical clinical/preclinical assays. Our study provides a robust dual-modal molecular imaging tool for the early diagnosis and mechanistic investigation of various ferroptosis-related diseases.

脱铁症是一种铁依赖性调节的细胞死亡,已成为抗癌药物诱导的急性肾损伤(AKI)的早期机制,可能有利于治疗干预。然而,缺乏用于体内检测脱铁性贫血的分子成像方法限制了抗癌药物诱导的AKI的早期诊断。在此,我们开发了一种PET/19F MRI双模成像探针,通过将对Fe(II)敏感的青蒿素(Art)基序和大环配体1,4,7,10-四氮杂环十二烷-1,4,7,10-四乙酸(DOTA)化学偶联到CF3修饰的多面体低聚倍半硅氧烷(POSS)簇,用于监测AKI中的脱铁性贫血,称为PAD探针。PAD探针可以在Fe(II)离子存在下转化为PA*D,随后被附近的生物大分子拦截,从而增强在脱铁细胞和组织中的保留作用。在用68Ga同位素标记后,顺铂(CDDP)诱导的AKI小鼠中的68Ga标记的PAD探针显示出比正常小鼠显著更高的肾摄取水平。此外,具有精确化学结构、相对高的19F含量和单一19F共振频率的PAD探针允许进行无干扰和高性能19F MRI,该19F MRI可以比典型的临床/临床前测定早至少24小时检测CDDP诱导的AKI的发作。我们的研究为各种脱铁性贫血相关疾病的早期诊断和机制研究提供了一种强大的双模分子成像工具。
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引用次数: 0
A Machine Learning Framework to Improve Rat Clearance Predictions and Inform Physiologically Based Pharmacokinetic Modeling 一种改进大鼠清除率预测并为基于生理学的药代动力学建模提供信息的机器学习框架
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-15 DOI: 10.1021/acs.molpharmaceut.3c00374
Andrea Andrews-Morger*, Michael Reutlinger, Neil Parrott and Andrés Olivares-Morales*, 

During drug discovery and development, achieving appropriate pharmacokinetics is key to establishment of the efficacy and safety of new drugs. Physiologically based pharmacokinetic (PBPK) models integrating in vitro-to-in vivo extrapolation have become an essential in silico tool to achieve this goal. In this context, the most important and probably most challenging pharmacokinetic parameter to estimate is the clearance. Recent work on high-throughput PBPK modeling during drug discovery has shown that a good estimate of the unbound intrinsic clearance (CLint,u,) is the key factor for useful PBPK application. In this work, three different machine learning-based strategies were explored to predict the rat CLint,u as the input into PBPK. Therefore, in vivo and in vitro data was collected for a total of 2639 proprietary compounds. The strategies were compared to the standard in vitro bottom-up approach. Using the well-stirred liver model to back-calculate in vivo CLint,u from in vivo rat clearance and then training a machine learning model on this CLint,u led to more accurate clearance predictions (absolute average fold error (AAFE) 3.1 in temporal cross-validation) than the bottom-up approach (AAFE 3.6-16, depending on the scaling method) and has the advantage that no experimental in vitro data is needed. However, building a machine learning model on the bias between the back-calculated in vivo CLint,u and the bottom-up scaled in vitro CLint,u also performed well. For example, using unbound hepatocyte scaling, adding the bias prediction improved the AAFE in the temporal cross-validation from 16 for bottom-up to 2.9 together with the bias prediction. Similarly, the log Pearson r2 improved from 0.1 to 0.29. Although it would still require in vitro measurement of CLint,u., using unbound scaling for the bottom-up approach, the need for correction of the fu,inc by fu,p data is circumvented. While the above-described ML models were built on all data points available per approach, it is discussed that evaluation comparison across all approaches could only be performed on a subset because ca. 75% of the molecules had missing or unquantifiable measurements of the fraction unbound in plasma or in vitro unbound intrinsic clearance, or they dropped out due to the blood-flow limitation assumed by the well-stirred model. Advantageously, by predicting CLint,u as the input into PBPK, existing workflows can be reused and the prediction of the in vivo clearance and other PK parameters can be improved.

在药物发现和开发过程中,实现适当的药代动力学是确定新药疗效和安全性的关键。基于生理学的药代动力学(PBPK)模型结合了体外和体内外推法,已成为实现这一目标的重要计算机工具。在这种情况下,最重要和可能最具挑战性的药代动力学参数是清除率。最近在药物发现过程中对高通量PBPK建模的研究表明,对未结合的内在清除率(CLint,u)的良好估计是PBPK应用的关键因素。在这项工作中,探索了三种不同的基于机器学习的策略来预测大鼠CLint,u作为PBPK的输入。因此,共收集了2639种专利化合物的体内和体外数据。将这些策略与标准的体外自下而上的方法进行了比较。使用充分搅拌的肝脏模型从体内大鼠清除率反计算体内CLint,u导致了比自下而上的方法(AAFE 3.6-16,取决于缩放方法)更准确的清除率预测(时间交叉验证中的绝对平均倍数误差(AAFE)3.1),并且具有不需要体外实验数据的优点。然而,基于反向计算的体内CLint,u和自下而上缩放的体外CLint,u之间的偏差建立机器学习模型也表现良好。例如,使用未结合的肝细胞标度,添加偏差预测将时间交叉验证中的AAFE与偏差预测一起从自下而上的16提高到2.9。类似地,对数Pearson r2从0.1提高到0.29。尽管它仍然需要体外测量CLint。,使用自底向上的非绑定缩放方法,避免了通过fu,p数据校正fu,inc的需要。虽然上述ML模型是建立在每个方法可用的所有数据点上的,但讨论了所有方法之间的评估比较只能在一个子集上进行,因为ca。75%的分子对血浆中未结合的部分或体外未结合的内在清除率有缺失或无法量化的测量,或者它们由于充分搅拌的模型所假设的血液流动限制而脱落。有利地,通过预测CLint,u作为PBPK的输入,可以重用现有的工作流程,并且可以改进体内清除率和其他PK参数的预测。
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引用次数: 0
Engineering Proteins for Cell Entry 用于细胞进入的工程蛋白质
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-14 DOI: 10.1021/acs.molpharmaceut.3c00467
Xiaoyu Feng, Ruilong Chang, Haichao Zhu, Yifan Yang, Yue Ji, Dingkang Liu, Hai Qin*, Jun Yin* and Haibo Rong*, 

Proteins are essential for life, as they participate in all vital processes in the body. In the past decade, delivery of active proteins to specific cells and organs has attracted increasing interest. However, most proteins cannot enter the cytoplasm due to the cell membrane acting as a natural barrier. To overcome this challenge, various proteins have been engineered to acquire cell-penetrating capacity by mimicking or modifying natural shuttling proteins. In this review, we provide an overview of the different types of engineered cell-penetrating proteins such as cell-penetrating peptides, supercharged proteins, receptor-binding proteins, and bacterial toxins. We also discuss some strategies for improving endosomal escape such as pore formation, the proton sponge effect, and hijacking intracellular trafficking pathways. Finally, we introduce some novel methods and technologies for designing and detecting engineered cell-penetrating proteins.

蛋白质对生命至关重要,因为它们参与了身体的所有重要过程。在过去的十年里,将活性蛋白输送到特定细胞和器官引起了越来越多的兴趣。然而,由于细胞膜起着天然屏障的作用,大多数蛋白质无法进入细胞质。为了克服这一挑战,已经对各种蛋白质进行了改造,通过模仿或修饰天然穿梭蛋白来获得细胞穿透能力。在这篇综述中,我们概述了不同类型的工程细胞穿透蛋白,如细胞穿透肽、增压蛋白、受体结合蛋白和细菌毒素。我们还讨论了一些改善内体逃逸的策略,如孔隙形成、质子海绵效应和劫持细胞内运输途径。最后,我们介绍了一些设计和检测工程细胞穿透蛋白的新方法和技术。
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引用次数: 0
Correction to “Dissolution Mechanisms of Amorphous Solid Dispersions: A Close Look at the Dissolution Interface” 更正“非晶态固体分散体的溶解机理:仔细观察溶解界面”
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-13 DOI: 10.1021/acs.molpharmaceut.3c00792
Alexandru Deac, Qingqing Qi, Anura S. Indulkar, Yi Gao, Geoff G. Z. Zhang* and Lynne S. Taylor*, 
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引用次数: 0
Crystallinity: A Complex Critical Quality Attribute of Amorphous Solid Dispersions 结晶度:非晶态固体分散体的复杂临界质量属性
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-12 DOI: 10.1021/acs.molpharmaceut.3c00526
Dana E. Moseson,  and , Lynne S. Taylor*, 

Does the performance of an amorphous solid dispersion rely on having 100% amorphous content? What specifications are appropriate for crystalline content within an amorphous solid dispersion (ASD) drug product? In this Perspective, the origin and significance of crystallinity within amorphous solid dispersions will be considered. Crystallinity can be found within an ASD from one of two pathways: (1) incomplete amorphization, or (2) crystal creation (nucleation and crystal growth). While nucleation and crystal growth is the more commonly considered pathway, where crystals originate as a physical stability failure upon accelerated or prolonged storage, manufacturing-based origins of crystallinity are possible as well. Detecting trace levels of crystallinity is a significant analytical challenge, and orthogonal methods should be employed to develop a holistic assessment of sample properties. Probing the impact of crystallinity on release performance which may translate to meaningful clinical significance is inherently challenging, requiring optimization of dissolution test variables to address the complexity of ASD formulations, in terms of drug physicochemical properties (e.g., crystallization tendency), level of crystallinity, crystal reference material selection, and formulation characteristics. The complexity of risk presented by crystallinity to product performance will be illuminated through several case studies, highlighting that a one-size-fits-all approach cannot be used to set specification limits, as the risk of crystallinity can vary widely based on a multitude of factors. Risk assessment considerations surrounding drug physicochemical properties, formulation fundamentals, physical stability, dissolution, and crystal micromeritic properties will be discussed.

无定形固体分散体的性能是否依赖于具有100%的无定形含量?什么规格适用于无定形固体分散体(ASD)药物产品中的结晶含量?从这个角度来看,将考虑无定形固体分散体中结晶度的起源和意义。结晶性可以通过以下两种途径之一在ASD中发现:(1)不完全非晶化,或(2)晶体生成(成核和晶体生长)。虽然成核和晶体生长是更常见的途径,其中晶体起源于加速或长期储存后的物理稳定性失效,但基于制造的结晶度起源也是可能的。检测痕量结晶度是一项重大的分析挑战,应采用正交方法对样品性质进行全面评估。探索结晶度对释放性能的影响(可能转化为有意义的临床意义)本身就具有挑战性,需要优化溶出试验变量,以解决ASD制剂在药物物理化学性质(如结晶趋势)、结晶度水平、晶体参考材料选择等方面的复杂性,以及配方特征。结晶度对产品性能带来的风险的复杂性将通过几个案例研究来说明,强调不能使用一刀切的方法来设定规格限制,因为结晶度的风险可能因多种因素而变化很大。将讨论围绕药物物理化学性质、制剂基本原理、物理稳定性、溶出度和晶体微观性质的风险评估考虑因素。
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引用次数: 0
Trivalent mRNA Vaccine against SARS-CoV-2 and Variants with Effective Immunization 针对严重急性呼吸系统综合征冠状病毒2型及其变体的三价信使核糖核酸疫苗
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-12 DOI: 10.1021/acs.molpharmaceut.2c00860
Ji Wang, Yanhao Zhang, Chao Liu, Wenhui Zha, Shuo Dong, Yang Wang, Yuhao Jiang, Hanlei Xing and Xinsong Li*, 

mRNA vaccines encoding a single spike protein effectively prevent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. However, the emergence of SARS-CoV-2 variants leads to a wide range of immune evasion. Herein, a unique trivalent mRNA vaccine based on ancestral SARS-CoV-2, Delta, and Omicron variant spike receptor-binding domain (RBD) mRNAs was developed to tackle the immune evasion of the variants. First, three RBD mRNAs of SARS-CoV-2, Delta, and Omicron were coencapsulated into lipid nanoparticles (LNPs) by using microfluidic technology. After that, the physicochemical properties and time-dependent storage stability of the trivalent mRNA vaccine nanoformulation were tested by using dynamic light scattering (DLS). In vitro, the trivalent mRNA vaccine exhibited better lysosomal escape ability, transfection efficiency, and biocompatibility than did the commercial transfection reagent Lipo3000. In addition, Western blot analyses confirmed that the three RBD proteins can be detected in cells transfected with the trivalent mRNA vaccine. Furthermore, ex vivo imaging analysis indicated that the livers of BALB/c mice had the strongest protein expression levels after intramuscular (IM) injection. Using a prime-boost strategy, this trivalent vaccine elicited robust humoral and T-cell immune responses in both the high-dose and low-dose groups and showed no toxicity in BALB/c mice. Three specific IgG antibodies in the high-dose group against SARS-CoV-2, Delta, and Omicron variants approached ∼1/1,833,333, ∼1/1,866,667, and ∼1/925,000, respectively. Taken together, two doses of inoculation with the trivalent mRNA vaccine may provide broad and effective immunization responses against SARS-CoV-2 and variants.

编码单个刺突蛋白的信使核糖核酸疫苗可有效预防严重急性呼吸综合征冠状病毒2型(严重急性呼吸系统综合征冠状病毒)感染。然而,严重急性呼吸系统综合征冠状病毒2型变异株的出现导致了广泛的免疫逃避。在此,基于祖先的严重急性呼吸系统综合征冠状病毒2型、德尔塔和奥密克戎变异株刺突受体结合域(RBD)mRNA,开发了一种独特的三价mRNA疫苗,以解决变异株的免疫逃避问题。首先,使用微流体技术将严重急性呼吸系统综合征冠状病毒2型、德尔塔和奥密克戎的三种RBD mRNA共包封到脂质纳米颗粒(LNP)中。然后,利用动态光散射(DLS)测试了三价信使核糖核酸疫苗纳米制剂的理化性质和时间依赖性储存稳定性。在体外,三价信使核糖核酸疫苗比商业转染试剂Lipo3000表现出更好的溶酶体逃逸能力、转染效率和生物相容性。此外,蛋白质印迹分析证实,在用三价信使核糖核酸疫苗转染的细胞中可以检测到这三种RBD蛋白。此外,离体成像分析表明,肌肉注射(IM)后,BALB/c小鼠的肝脏具有最强的蛋白质表达水平。使用主要增强策略,这种三价疫苗在高剂量组和低剂量组中都引发了强大的体液和T细胞免疫反应,并且在BALB/c小鼠中没有显示出毒性。高剂量组中针对严重急性呼吸系统综合征冠状病毒2型、德尔塔和奥密克戎变异株的三种特异性IgG抗体分别接近~1831333、~1861667和~1/925000。总之,接种两剂三价信使核糖核酸疫苗可以提供广泛有效的针对严重急性呼吸系统综合征冠状病毒2型和变异株的免疫反应。
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引用次数: 0
Current Advances in Nanotheranostics for Molecular Imaging and Therapy of Cardiovascular Disorders 纳米技术在心血管疾病分子成像和治疗中的最新进展
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-12 DOI: 10.1021/acs.molpharmaceut.3c00582
Aseem Setia, Abhishesh Kumar Mehata, Vishnu Priya, Datta Maroti Pawde, Dharmendra Jain, Sanjeev Kumar Mahto and Madaswamy S. Muthu*, 

Cardiovascular diseases (CVDs) refer to a collection of conditions characterized by abnormalities in the cardiovascular system. They are a global problem and one of the leading causes of mortality and disability. Nanotheranostics implies to the combination of diagnostic and therapeutic capabilities inside a single nanoscale platform that has allowed for significant advancement in cardiovascular diagnosis and therapy. These advancements are being developed to improve imaging capabilities, introduce personalized therapies, and boost cardiovascular disease patient treatment outcomes. Significant progress has been achieved in the integration of imaging and therapeutic capabilities within nanocarriers. In the case of cardiovascular disease, nanoparticles provide targeted delivery of therapeutics, genetic material, photothermal, and imaging agents. Directing and monitoring the movement of these therapeutic nanoparticles may be done with pinpoint accuracy by using imaging modalities such as cardiovascular magnetic resonance (CMR), computed tomography (CT), positron emission tomography (PET), photoacoustic/ultrasound, and fluorescence imaging. Recently, there has been an increasing demand of noninvasive for multimodal nanotheranostic platforms. In these platforms, various imaging technologies such as optical and magnetic resonance are integrated into a single nanoparticle. This platform helps in acquiring more accurate descriptions of cardiovascular diseases and provides clues for accurate diagnosis. Advances in surface functionalization methods have strengthened the potential application of nanotheranostics in cardiovascular diagnosis and therapy. In this Review, we have covered the potential impact of nanomedicine on CVDs. Additionally, we have discussed the recently developed various nanoparticles for CVDs imaging. Moreover, advancements in the CMR, CT, PET, ultrasound, and photoacoustic imaging for the CVDs have been discussed. We have limited our discussion to nanomaterials based clinical trials for CVDs and their patents.

心血管疾病是指以心血管系统异常为特征的一系列疾病。它们是一个全球性问题,也是造成死亡和残疾的主要原因之一。纳米技术意味着在单个纳米平台内结合诊断和治疗能力,从而在心血管诊断和治疗方面取得重大进展。这些进步旨在提高成像能力,引入个性化疗法,并提高心血管疾病患者的治疗效果。在纳米载体内成像和治疗能力的整合方面取得了重大进展。在心血管疾病的情况下,纳米颗粒提供治疗剂、遗传物质、光热和成像剂的靶向递送。通过使用成像模式,如心血管磁共振(CMR)、计算机断层扫描(CT)、正电子发射断层扫描(PET)、光声/超声和荧光成像,可以精确地指导和监测这些治疗性纳米颗粒的运动。最近,对多模式纳米治疗平台的非侵入性需求越来越大。在这些平台中,各种成像技术,如光学和磁共振,被集成到单个纳米颗粒中。该平台有助于获得更准确的心血管疾病描述,并为准确诊断提供线索。表面功能化方法的进展加强了纳米治疗药物在心血管诊断和治疗中的潜在应用。在这篇综述中,我们介绍了纳米药物对心血管疾病的潜在影响。此外,我们还讨论了最近开发的用于心血管疾病成像的各种纳米颗粒。此外,还讨论了心血管疾病的CMR、CT、PET、超声和光声成像方面的进展。我们的讨论仅限于基于纳米材料的心血管疾病临床试验及其专利。
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引用次数: 1
Effect of Cyclodextrin Complex Formation on Solubility Changes of Each Drug Due to Intermolecular Interactions between Acidic NSAIDs and Basic H2 Blockers 酸性非甾体抗炎药和碱性H2阻断剂分子间相互作用导致环糊精复合物形成对每种药物溶解度变化的影响
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-09 DOI: 10.1021/acs.molpharmaceut.3c00291
Chihiro Tsunoda, Kanji Hasegawa, Ryosuke Hiroshige, Takahiro Kasai, Hideshi Yokoyama and Satoru Goto*, 

One of the solubilization of poorly water-soluble drugs is the use of cyclodextrin (CD)-based inclusion complexes. On the other hand, few studies have investigated how CD functions on the solubility of drugs in the presence of multiple drugs that interact with each other. In this study, we used indomethacin (IND) and diclofenac (DIC) as acidic drugs, famotidine (FAM) and cimetidine (CIM) as basic drugs, and imidazole (IMZ), histidine (HIS), and arginine (ARG) as compounds structurally similar to basic drugs. We attempted to clarify the effect of β-CD on the solubility change of each drug in the presence of multiple drugs. IND and DIC formed a eutectic mixture in the presence of CIM, IMZ, and ARG, which greatly increased the intrinsic solubility of the drugs as well as their affinity for β-CD. Furthermore, the addition of high concentrations of β-CD to the DIC–FAM combination, which causes a decrease in solubility due to the interaction, improved the solubility of FAM, which was decreased in the presence of DIC. These results indicate that β-CD synergistically improves the solubility of drugs in drug–drug combinations, where the solubility is improved, whereas it effectively improves the dissolution rate of drugs in situations where the solubility is reduced by drug–drug interactions, such as FAM–DIC. This indicates that β-CD can be used to improve the physicochemical properties of drugs, even when they are administered in combination with drugs that interact with each other.

水溶性差的药物的增溶作用之一是使用基于环糊精(CD)的包合物。另一方面,很少有研究调查CD在多种药物相互作用的情况下如何影响药物的溶解度。在本研究中,我们使用吲哚美辛(IND)和双氯芬酸(DIC)作为酸性药物,法莫替丁(FAM)和西咪替丁(CIM)作为碱性药物,咪唑(IMZ)、组氨酸(HIS)和精氨酸(ARG)作为结构类似于碱性药物的化合物。我们试图阐明在多种药物存在的情况下,β-CD对每种药物溶解度变化的影响。IND和DIC在CIM、IMZ和ARG存在下形成共晶混合物,这大大增加了药物的内在溶解度以及它们对β-CD的亲和力。此外,在DIC–FAM组合中添加高浓度的β-CD,由于相互作用导致溶解度降低,从而提高了在DIC存在时降低的FAM的溶解度。这些结果表明,β-CD协同提高了药物在药物-药物组合中的溶解度,其中溶解度得到了提高,而在药物相互作用(如FAM–DIC)降低溶解度的情况下,它有效地提高了药物的溶解速率。这表明β-CD可用于改善药物的物理化学性质,即使是与相互作用的药物联合用药。
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引用次数: 0
Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate 硫酸特布他林与α-乳糖一水合物干粉吸入共混物的粘结强度和颗粒间粘附强度的预测
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-08 DOI: 10.1021/acs.molpharmaceut.3c00292
Cai Y. Ma, Thai T. H. Nguyen, Parmesh Gajjar, Ioanna D. Styliari, Robert B. Hammond, Philip J. Withers, Darragh Murnane* and Kevin J. Roberts*, 

Grid-based systematic search methods are used to investigate molecule–molecule, molecule–surface, and surface–surface contributions to interparticle interactions in order to identify the crystal faces that most strongly affect particle behavior during powder blend formulation and delivery processes. The model system comprises terbutaline sulfate (TBS) as an active pharmaceutical ingredient (API) and α-form lactose monohydrate (LMH). A combination of systematic molecular modeling and X-ray computed tomography (XCT) is used to determine not only the adhesive and cohesive interparticle energies but, also the agglomeration behavior during manufacturing and de-agglomeration behavior during delivery after inhalation. This is achieved through a detailed examination of the balance between the adhesive and cohesive energies with the XCT results confirming the blend segregation tendencies, through the particle–particle de-agglomeration process. The results reveal that the cohesive interaction energies of TBS–TBS are higher than the adhesive energies between TBS and LMH, but that the cohesive energies of LMH–LMH are the smallest between molecule and molecule, molecule and surface, and surface and surface. This shows how systematic grid-search molecular modeling along with XCT can guide the digital formulation design of inhalation powders in order to achieve optimum aerosolization and efficacy for inhaled medicines. This will lead to faster pharmaceutical design with less variability, higher quality, and enhanced performance.

基于网格的系统搜索方法用于研究分子-分子、分子-表面和表面-表面对颗粒间相互作用的贡献,以确定在粉末混合物配方和输送过程中对颗粒行为影响最大的晶面。该模型系统包括硫酸特布他林(TBS)作为活性药物成分(API)和α-形式的乳糖一水合物(LMH)。系统分子建模和X射线计算机断层扫描(XCT)的结合不仅用于确定粘附和内聚颗粒间能,还用于确定制造过程中的团聚行为和吸入后输送过程中的去团聚行为。这是通过对粘合剂和内聚能之间的平衡进行详细检查来实现的,XCT结果通过颗粒-颗粒去团聚过程证实了共混物的偏析趋势。结果表明,TBS–TBS的内聚相互作用能高于TBS与LMH的结合能,但LMH–LMH的内聚能在分子与分子、分子与表面、表面与表面之间最小。这表明系统的网格搜索分子建模和XCT可以指导吸入粉末的数字配方设计,以实现吸入药物的最佳雾化和疗效。这将导致更快的药物设计,变异性更小,质量更高,性能更强。
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引用次数: 0
Voices in Molecular Pharmaceutics: Meet Dr. Shakhawath Hossain, a Computational Pharmaceutics Expert Seeking to Improve Delivery of Poorly Permeable Molecules 分子制药的声音:认识Shakhawath Hossain博士,一位寻求改善低渗透分子递送的计算制药专家
IF 4.9 2区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-09-08 DOI: 10.1021/acs.molpharmaceut.3c00786
Shakhawath Hossain, 
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引用次数: 0
期刊
Molecular Pharmaceutics
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