small interfering RNA (siRNA)

小干扰 RNA (siRNA)
  • 文章类型: Journal Article
    烟酰胺腺嘌呤二核苷酸磷酸(NADPH)氧化酶4(NOX4)蛋白在顺铂(CDDP)诱导的活性氧(ROS)产生中起着至关重要的作用。在这项研究中,我们评估了超声介导的溶菌酶微泡(USMB)空化在体外和离体增强NOX4siRNA转染的适用性。构建了溶菌酶壳微泡(LyzMB),并将其设计为siNOX4负载为siNOX4/LyzMB。我们研究了不同的基于siNOX4的细胞转染方法,包括裸siNOX4、LyzMB混合siNOX4和负载siNOX4的LyzMB,并比较了它们在CDDP处理的HEI-OC1细胞和Corti外植体的小鼠器官中的沉默作用。通过定量花青3(Cy3)荧光素标记的siRNA的细胞摄取来评估转染效率。体外实验表明,US和负载siNOX4的LyzMB介导的siNOX4对HEI-OC1细胞的高转染效率(48.18%)显着抑制CDDP诱导的ROS生成至几乎基础水平。在用US超声处理的siNOX4/LyzMB组中,小鼠Corti外植体的离体CDDP处理的器官显示出更强大的NOX4基因沉默作用,明显消除了CDDP诱导的ROS产生和细胞毒性。在LyzMBs上负载siNOX4可以稳定siNOX4并防止其降解,因此,当与US超声处理结合时,增强了转染和沉默效果。这种用于减轻CDDP诱导的耳毒性的USMB衍生的治疗方式可能适合于未来的临床应用。
    The nicotinamide adenine dinucleotide phosphate (NADPH) oxidase 4 (NOX4) protein plays an essential role in the cisplatin (CDDP)-induced generation of reactive oxygen species (ROS). In this study, we evaluated the suitability of ultrasound-mediated lysozyme microbubble (USMB) cavitation to enhance NOX4 siRNA transfection in vitro and ex vivo. Lysozyme-shelled microbubbles (LyzMBs) were constructed and designed for siNOX4 loading as siNOX4/LyzMBs. We investigated different siNOX4-based cell transfection approaches, including naked siNOX4, LyzMB-mixed siNOX4, and siNOX4-loaded LyzMBs, and compared their silencing effects in CDDP-treated HEI-OC1 cells and mouse organ of Corti explants. Transfection efficiencies were evaluated by quantifying the cellular uptake of cyanine 3 (Cy3) fluorescein-labeled siRNA. In vitro experiments showed that the high transfection efficacy (48.18%) of siNOX4 to HEI-OC1 cells mediated by US and siNOX4-loaded LyzMBs significantly inhibited CDDP-induced ROS generation to almost the basal level. The ex vivo CDDP-treated organ of Corti explants of mice showed an even more robust silencing effect of the NOX4 gene in the siNOX4/LyzMB groups treated with US sonication than without US sonication, with a marked abolition of CDDP-induced ROS generation and cytotoxicity. Loading of siNOX4 on LyzMBs can stabilize siNOX4 and prevent its degradation, thereby enhancing the transfection and silencing effects when combined with US sonication. This USMB-derived therapy modality for alleviating CDDP-induced ototoxicity may be suitable for future clinical applications.
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  • 文章类型: Journal Article
    使用siRNA靶向基因显示出有望作为缓解糖尿病性神经病变症状的方法。它专注于神经病和远端对称性多发性神经病(DSPN),以探索小干扰RNA(siRNA)作为糖尿病性神经病的治疗的潜在用途。及时识别和治疗神经病变在减轻潜在的并发症中起着至关重要的作用。RNAi的成功取决于理解影响小干扰RNA(siRNA)功能性和特异性的因素。这些包括序列空间限制,结构和序列特征,非特异性基因调节的机制,和化学修饰。解决这些因素增强了siRNA在RNAi介导的基因组研究中的有效基因沉默和信心的性能。糖尿病视网膜病变,特别是在南亚,非洲,拉丁美洲,和土著居民,是一个重要的问题,因为它与糖尿病有关。种族在其发展和进步中起着至关重要的作用。尽管美国的利率下降,全球趋势仍然令人担忧,需要进一步的研究来了解地区差异并加强基于种族的筛查和治疗方案。在这方面,siRNA成为早期干预策略的有价值的工具。在提出有希望的治疗应用的同时,siRNA的利用在昆虫害虫控制环境中遇到挑战,从而为神经病治疗目的提供增强其递送机制的见解。交付方式的最新进展,比如纳米粒子,允许控制释放的siRNA。要充分掌握siRNA技术的安全性和有效性,还需要更多的研究。通过磨练特定基因并解决炎症和氧化应激等问题,它有望改变糖尿病神经病变的治疗方法。递送技术的不断进步具有显著提高患者结果的潜力。SiRNA靶向糖尿病神经病变的基因,抑制神经损伤和疼痛,并有可能预防或延迟病情。基于遗传变异的定制治疗有望为症状管理和提高生活质量提供希望。
    Targeting genes using siRNA shows promise as an approach to alleviate symptoms of diabetic neuropathy. It focuses on neuropathies and distal symmetric polyneuropathy (DSPN) to explore the potential use of small interfering RNA (siRNA) as a treatment for diabetic neuropathy. Timely identification and management of neuropathy play a critical role in mitigating potential complications. RNAi success depends on understanding factors affecting small interfering RNA (siRNA) functionality and specificity. These include sequence space restrictions, structural and sequence features, mechanisms for nonspecific gene modulation, and chemical modifications. Addressing these factors enhances siRNA performance for efficient gene silencing and confidence in RNAi-mediated genomic studies. Diabetic retinopathy, particularly in South Asian, African, Latin American, and indigenous populations, is a significant concern due to its association with diabetes. Ethnicity plays a crucial role in its development and progression. Despite declining rates in the US, global trends remain concerning, and further research is needed to understand regional differences and reinforce ethnicity-based screening and treatment protocols. In this regard, siRNA emerges as a valuable instrument for early intervention strategies. While presenting promising therapeutic applications, siRNA utilization encounters challenges within insect pest control contexts, thereby providing insights into enhancing its delivery mechanisms for neuropathy treatment purposes. Recent advancements in delivery modalities, such as nanoparticles, allow for the controlled release of siRNA. More investigation is necessary to grasp the safety and efficacy of siRNA technology fully. It holds promise in transforming the treatment of diabetic neuropathy by honing in on particular genes and tackling issues such as inflammation and oxidative stress. Continuous advancements in delivery techniques have the potential to enhance patient results significantly. SiRNA targets genes in diabetic neuropathy, curbing nerve damage and pain and potentially preventing or delaying the condition. Customized treatments based on genetic variations hold promise for symptom management and enhancing quality of life.
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    上皮性卵巢癌(EOC)由于对化疗的耐药性以及腹膜腔和远处器官的转移而与预后不良有关。为了确定新的靶标和治疗方式,我们搜索了在临床前EOC相关体内系统中具有功效的上调和下调的circRNAs的文献。我们的搜索产生的circRNAs分为以下几类:顺铂和紫杉醇耐药性,跨膜受体,分泌因子,转录因子,RNA剪接和加工因子,RAS通路相关成分,蛋白水解和细胞周期调节,信号相关蛋白,和circRNAs在其他类别中调节蛋白质。这些发现可以通过验证和操纵相应的目标,用反义寡核苷酸(ASO)抑制circRNAs,小干扰RNA(siRNA)或小发夹RNA(shRNA)或通过重构其活性。
    Epithelial ovarian cancer (EOC) is associated with a dismal prognosis due to development of resistance to chemotherapy and metastasis in the peritoneal cavity and distant organs. In order to identify new targets and treatment modalities we searched the literature for up- and and down-regulated circRNAs with efficacy in preclinical EOC-related in vivo systems. Our search yielded circRNAs falling into the following categories: cisplatin and paclitaxel resistance, transmembrane receptors, secreted factors, transcription factors, RNA splicing and processing factors, RAS pathway-related components, proteolysis and cell-cycle regulation, signaling-related proteins, and circRNAs regulating proteins in additional categories. These findings can be potentially translated by validation and manipulation of the corresponding targets, inhibition of circRNAs with antisense oligonucleotides (ASO), small interfering RNAs (siRNA) or small hairpin RNA (shRNA) or by reconstituting their activity.
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  • 文章类型: Journal Article
    RNA干扰(RNAi)是一种生物学过程,旨在保护真核生物免受病毒传递的外源基因的侵害。该过程已被调整为通过将小干扰RNA(siRNA)递送到靶细胞以改变异常基因表达来治疗多种疾病的强大工具。抗体-寡核苷酸缀合物(AOC)是具有复合siRNA或反义寡核苷酸(ASO)的单克隆抗体,已出现以解决裸露或化学缀合的siRNA所面临的一些挑战。其中包括从体循环中快速清除和缺乏选择性递送siRNA至靶细胞。重要的是在开发过程中表征AOC的ADME特性,以优化目标组织的分布,为了尽量减少生物转化对暴露的影响,并表征PK/PD关系以指导翻译。然而,由于AOC结构的复杂性,这带来了重大的生物分析挑战,并且需要进行多种生物分析测量以研究抗体的药代动力学和生物转化,连接体,和siRNA有效载荷。在本文中,我们描述了一个分析工作流程,通过测量其不同的分子成分来详细说明AOCs的体内表征,从而为更好地理解其ADME特性提供基础。尽管本文的方法可以应用于AOC的体外表征,本文将重点介绍在体内的应用。这个工作流程依赖于高分辨率质谱作为检测的主要手段,并利用色谱,基于亲和力,和酶样品制备步骤。
    RNA interference (RNAi) is a biological process that evolved to protect eukaryotic organisms from foreign genes delivered by viruses. This process has been adapted as a powerful tool to treat numerous diseases through the delivery of small-interfering RNAs (siRNAs) to target cells to alter aberrant gene expression.Antibody-oligonucleotide conjugates (AOCs) are monoclonal antibodies with complexed siRNA or antisense oligonucleotides (ASOs) that have emerged to address some of the challenges faced by naked or chemically conjugated siRNA, which include rapid clearance from systemic circulation and lack of selective delivery of siRNA to target cells.It is essential to characterize the ADME properties of an AOC during development to optimize distribution to target tissues, to minimize the impact of biotransformation on exposure, and to characterize the PK/PD relationship to guide translation. However, owing to the complexity of AOC structure, this presents significant bioanalytical challenges, and multiple bioanalytical measurements are required to investigate the pharmacokinetics and biotransformation of the antibody, linker, and siRNA payload.In this paper, we describe an analytical workflow that details in vivo characterization of AOCs through measurement of their distinct molecular components to provide the basis for greater understanding of their ADME properties. Although the approaches herein can be applied to in vitro characterization of AOCs, this paper will focus on in vivo applications. This workflow relies on high-resolution mass spectrometry as the principal means of detection and leverages chromatographic, affinity-based, and enzymatic sample preparation steps.
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  • 文章类型: Journal Article
    聚乙二醇(PEG)修饰的(PEG化的)阳离子脂质体经常用作基于小干扰RNA(siRNA)的药物的递送载体,因为它们能够与siRNA包封/复合并延长体内循环半衰期。然而,我们已经报道,随后静脉内(IV)注射与聚乙二醇化阳离子脂质体(PLpx)复合的siRNA诱导抗PEG免疫球蛋白M(IgM)的产生,这加速了随后剂量的PLpx和其他聚乙二醇化产品的血液清除。在这项研究中,有趣的是,脾切除术(切除脾)并不能阻止静脉内注射PLpx诱导抗-PEGIgM.这表明在这些条件下除脾形式以外的B细胞参与抗PEGIgM的产生。体外和体内研究表明,腹膜细胞也会分泌抗PEGIgM,以响应PLpx的给药。白细胞介素-6(IL-6)是由腹膜免疫细胞分泌的糖蛋白,并且已经响应于PLpx的体内施用而被检测到。这些观察结果表明,静脉注射PLpx刺激腹膜PEG特异性B细胞增殖/分化为浆细胞通过IL-6诱导,这导致从小鼠的腹膜腔产生抗-PEGIgM。我们的结果表明腹膜B细胞作为针对PLpx的有效的抗PEG免疫应答的相互贡献。
    Polyethylene glycol (PEG)-modified (PEGylated) cationic liposomes are frequently used as delivery vehicles for small interfering RNA (siRNA)-based drugs because of their ability to encapsulate/complex with siRNA and prolong the circulation half-life in vivo. Nevertheless, we have reported that subsequent intravenous (IV) injections of siRNA complexed with PEGylated cationic liposomes (PLpx) induces the production of anti-PEG immunoglobulin M (IgM), which accelerates the blood clearance of subsequent doses of PLpx and other PEGylated products. In this study, it is interesting that splenectomy (removal of spleen) did not prevent anti-PEG IgM induction by IV injection of PLpx. This indicates that B cells other than the splenic version are involved in anti-PEG IgM production under these conditions. In vitro and in vivo studies have shown that peritoneal cells also secrete anti-PEG IgM in response to the administration of PLpx. Interleukin-6 (IL-6) is a glycoprotein that is secreted by peritoneal immune cells and has been detected in response to the in vivo administration of PLpx. These observations indicate that IV injection of PLpx stimulates the proliferation/differentiation of peritoneal PEG-specific B cells into plasma cells via IL-6 induction, which results in the production of anti-PEG IgM from the peritoneal cavity of mice. Our results suggest the mutual contribution of peritoneal B cells as a potent anti-PEG immune response against PLpx.
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  • 文章类型: Journal Article
    代谢紊乱的患病率呈指数级增加,最近已达到流行水平。几十年来,已经提出了大量治疗方法来治疗这些疾病,但仍存在一些局限性.在这种情况下,RNA疗法已迅速成为代谢疾病患者的新希望。mRNA的发现已经过去了57年,已经在临床研究中评估了大量基于RNA的候选药物的治疗有效性和临床安全性.迄今为止,有七种用于治疗代谢紊乱的RNA药物获得官方批准并进入全球市场。他们的目标包括遗传性转甲状腺素蛋白介导的淀粉样变性(hATTR),家族性乳糜微粒血症综合征,急性肝卟啉症,原发性高草酸尿症1型和高胆固醇血症,这些都与肝脏蛋白质有关。这7种RNA药物均为反义寡核苷酸(ASO)和小干扰RNA(siRNA)。这两种类型的治疗都基于通过Watson-Crick碱基配对与靶RNA互补的寡核苷酸,但它们的作用机制包括不同的核酸酶。由于化学修饰的连续成就,此类治疗在所有类型的RNA治疗剂中显示出最大的潜力。另一种方法,mRNA疗法也为目前正在开发的少数候选药物的患者带来了光明的未来。
    The prevalence of metabolic disorders is increasing exponentially and has recently reached epidemic levels. Over the decades, a large number of therapeutic options have been proposed to manage these diseases but still show several limitations. In this circumstance, RNA therapeutics have rapidly emerged as a new hope for patients with metabolic diseases. 57 years have elapsed from the discovery of mRNA, a large number of RNA-based drug candidates have been evaluated for their therapeutic effectiveness and clinical safety under clinical studies. To date, there are seven RNA drugs for treating metabolic disorders receiving official approval and entering the global market. Their targets include hereditary transthyretin-mediated amyloidosis (hATTR), familial chylomicronemia syndrome, acute hepatic porphyria, primary hyperoxaluria type 1 and hypercholesterolemia, which are all related to liver proteins. All of these seven RNA drugs are antisense oligonucleotides (ASO) and small interfering RNA (siRNA). These two types of treatment are both based on oligonucleotides complementary to target RNA through Watson-Crick base-pairing, but their mechanisms of action include different nucleases. Such treatments show greatest potential among all types of RNA therapeutics due to consecutive achievements in chemical modifications. Another method, mRNA therapeutics also promise a brighter future for patients with a handful of drug candidates currently under development.
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  • 文章类型: Journal Article
    近年来,核酸已经成为强大的生物材料,彻底改变了生物医学领域。这篇综述探讨了核酸的多方面应用,专注于它们在各种生物医学应用中的关键作用。核酸,包括脱氧核糖核酸(DNA)和核糖核酸(RNA),具有独特的性质,如分子识别能力,可编程性,易于合成,使它们成为生物传感和基因调控的通用工具,药物输送,和靶向治疗。它们与化学修饰的相容性增强了它们的结合亲和力和抗降解性,提高其在目标应用中的有效性。此外,核酸已经发现了作为自组装构件的效用,导致产生纳米结构,其高阶支撑其增强的生物稳定性并影响细胞摄取效率。此外,这篇综述探讨了寡核苷酸(ODN)作为生物学研究和生物标志物发现不可或缺的工具的重要作用.ODN,核酸的短序列,在解开复杂的生物机制方面发挥了重要作用。它们作为研究基因表达的探针,蛋白质相互作用,和细胞通路,提供对基本生物过程的宝贵见解。通过检查核酸作为强大的生物材料和ODN作为生物研究和生物标志物不可或缺的工具之间的协同相互作用,这篇综述强调了这些分子对生物医学研究的转化影响。它们的多功能应用不仅加深了我们对生物系统的理解,而且是诊断和治疗创新的驱动力。最终推进生物医学领域。
    In recent years, nucleic acids have emerged as powerful biomaterials, revolutionizing the field of biomedicine. This review explores the multifaceted applications of nucleic acids, focusing on their pivotal role in various biomedical applications. Nucleic acids, including deoxyribonucleic acid (DNA) and ribonucleic acid (RNA), possess unique properties such as molecular recognition ability, programmability, and ease of synthesis, making them versatile tools in biosensing and for gene regulation, drug delivery, and targeted therapy. Their compatibility with chemical modifications enhances their binding affinity and resistance to degradation, elevating their effectiveness in targeted applications. Additionally, nucleic acids have found utility as self-assembling building blocks, leading to the creation of nanostructures whose high order underpins their enhanced biological stability and affects the cellular uptake efficiency. Furthermore, this review delves into the significant role of oligonucleotides (ODNs) as indispensable tools for biological studies and biomarker discovery. ODNs, short sequences of nucleic acids, have been instrumental in unraveling complex biological mechanisms. They serve as probes for studying gene expression, protein interactions, and cellular pathways, providing invaluable insights into fundamental biological processes. By examining the synergistic interplay between nucleic acids as powerful biomaterials and ODNs as indispensable tools for biological studies and biomarkers, this review highlights the transformative impact of these molecules on biomedical research. Their versatile applications not only deepen our understanding of biological systems but also are the driving force for innovation in diagnostics and therapeutics, ultimately advancing the field of biomedicine.
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  • 文章类型: Journal Article
    RNA干扰(RNAi)是一种保守的分子机制,在跨不同生物体的转录后基因沉默中起着关键作用。本文就RNAi在植物功能基因组学中的作用及其在作物改良中的应用作一综述。强调其机械见解和实际意义。这篇综述从RNAi机制的基础发现开始,从矮牵牛到它在各种生物中的广泛存在。各类调节性非编码小RNA,包括siRNA,miRNA,和phasiRNAs,已经被发现,扩大了RNAi介导的基因调控的范围,超出了常规的理解。这些RNA类参与影响基因表达的复杂的转录后和表观遗传过程。在作物增产的背景下,RNAi已成为理解基因功能的强大工具。它已被证明在破译与抗逆性相关的基因作用方面是有效的,代谢途径,还有更多.此外,基于RNAi的方法为病虫害综合治理和可持续农业提供了希望。为全球粮食安全做出贡献。这篇综述讨论了RNAi的不同应用,比如修改工厂架构,延长保质期,提高作物的营养成分。RNAi技术的挑战和未来前景,包括交付方法和生物安全问题,也在探索。RNAi研究的全球格局凸显,在中国等地区的重大贡献下,欧洲,和北美。总之,RNAi在现代植物研究中仍然是一个多功能和关键的工具。为理解基因功能和改善作物性状提供了新的途径。它与基因编辑等其他生物技术方法的整合具有塑造农业和可持续粮食生产未来的潜力。
    RNA interference (RNAi) is a conserved molecular mechanism that plays a critical role in post-transcriptional gene silencing across diverse organisms. This review delves into the role of RNAi in plant functional genomics and its applications in crop improvement, highlighting its mechanistic insights and practical implications. The review begins with the foundational discovery of RNAi\'s mechanism, tracing its origins from petunias to its widespread presence in various organisms. Various classes of regulatory non-coding small RNAs, including siRNAs, miRNAs, and phasiRNAs, have been uncovered, expanding the scope of RNAi-mediated gene regulation beyond conventional understanding. These RNA classes participate in intricate post-transcriptional and epigenetic processes that influence gene expression. In the context of crop enhancement, RNAi has emerged as a powerful tool for understanding gene functions. It has proven effective in deciphering gene roles related to stress resistance, metabolic pathways, and more. Additionally, RNAi-based approaches hold promise for integrated pest management and sustainable agriculture, contributing to global efforts in food security. This review discusses RNAi\'s diverse applications, such as modifying plant architecture, extending shelf life, and enhancing nutritional content in crops. The challenges and future prospects of RNAi technology, including delivery methods and biosafety concerns, are also explored. The global landscape of RNAi research is highlighted, with significant contributions from regions such as China, Europe, and North America. In conclusion, RNAi remains a versatile and pivotal tool in modern plant research, offering novel avenues for understanding gene functions and improving crop traits. Its integration with other biotechnological approaches such as gene editing holds the potential to shape the future of agriculture and sustainable food production.
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  • 文章类型: Journal Article
    许多功能性核酸,包括质粒DNA(pDNA)和小干扰RNA(siRNA),作为新的治疗方式,在全球范围内引起了越来越多的关注。用于吸入的干pDNA和siRNA粉末制剂被认为在呼吸道疾病的临床应用中是实用的。然而,粉末形成过程中的物理应力可能会使核酸不稳定,特别是当不使用具有稳定作用的载体时。我们在本文中通过各种物理处理和两种粉末形成方法比较裸pDNA和siRNA的稳定性。通过超声处理,pDNA的结构和功能完整性显着降低,加热,和雾化,而siRNA在所有研究的物理治疗中都被保留。喷雾干燥和喷雾冷冻干燥的siRNA粉末保持其结构和功能完整性,而那些pDNA没有。这些结果表明,siRNA比pDNA更适合于裸状态的粉末形成,因为其在物理处理下具有更高的稳定性。此外,具有高含量的裸siRNA(粉末的12%)的喷雾冷冻干燥粉末被成功地生产,保留了其结构和功能完整性,以大约40%的细颗粒分数实现高气溶胶性能。
    A number of functional nucleic acids, including plasmid DNA (pDNA) and small interfering RNA (siRNA), have been attracting increasing attention as new therapeutic modalities worldwide. Dry pDNA and siRNA powder formulations for inhalation are considered practical in clinical applications for respiratory diseases. However, physical stresses in the powder-forming process may destabilize nucleic acids, particularly when vectors with stabilizing effects are not used. We herein compare the stability of naked pDNA and siRNA through various physical treatments and two powder-forming processes. The structural and functional integrities of pDNA were markedly reduced via sonication, heating, and atomization, whereas those of siRNA were preserved throughout all of the physical treatments investigated. Spray-dried and spray-freeze-dried powders of siRNA maintained their structural and functional integrities, whereas those of pDNA did not. These results demonstrate that siRNA is more suitable for powder formation in the naked state than pDNA due to its higher stability under physical treatments. Furthermore, a spray-freeze-dried powder with a high content of naked siRNA (12% of the powder) was successfully produced that preserved its structural and functional integrities, achieving high aerosol performance with a fine particle fraction of approximately 40%.
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  • 文章类型: Journal Article
    间接反应(IDR)和失活转化(TI)包括两个基于机制的药效学(PD)模型阵列,广泛用于描述延迟的药物作用。IDR模型-IV(刺激反应损失)和TI(不可逆损失)已被描述为具有明显的“特征”曲线;典型的IDR-IV反应时间曲线显示缓慢下降,其中最小反应随剂量增加而变化,而TI配置文件的特点是响应急剧下降与较早移动的最低点。在这里,我们证明了IDR-IV和TI模型在使用相同的线性和非线性药理作用项实施时的数学收敛性.实际上,根据PK或PD参数,IDR-IV中的峰值响应时间可以更早或更晚移动(例如,Kel,Smax)和效果类型。提出了连接mRNA和蛋白质周转的广义动态模型。IDR-IV和TI的适用性,线性或非线性项作用于降解/分解代谢/响应损失,通过模型拟合三种蛋白水解靶向嵌合体(PROTACs)和两种配体缀合的小干扰RNA(siRNA)的PK/PD效应来证明。这项工作阐明了数学性质,收敛,以及IDR-IV和TI的预期反应,证明了它们对靶向基因沉默和蛋白质降解剂的适用性,并说明了设计良好的体内研究如何覆盖广泛的剂量范围和丰富的采样时间点可以影响PK-PD模型的结构和参数分辨率。
    Indirect response (IDR) and turnover with inactivation (TI) comprise two arrays of mechanism-based pharmacodynamic (PD) models widely used to describe delayed drug effects. IDR Model-IV (stimulation of response loss) and TI (irreversible loss) have been described with discerning \"signature\" profiles; classical IDR-IV response-time profiles display slow declines where peak response shifts later with increasing dose, whereas TI profiles feature steep response declines with earlier-shifting nadirs. Herein, we demonstrate mathematical convergence of IDR-IV and TI models upon implementation with identical linear versus nonlinear pharmacologic effect terms. Time of peak response in IDR-IV can in fact shift earlier or later depending on PK or PD parameters (e.g., kel, Smax) and effect type. A generalized dynamic model linking mRNA and protein turnover is proposed. Applicability of IDR-IV and TI, with either linear or nonlinear terms acting on degradation/catabolism/loss of response, is demonstrated through model-fitting PK-PD effects of three proteolysis-targeting chimeras (PROTACs) and two ligand-conjugated small interfering RNAs (siRNA). This work clarifies mathematical properties, convergence, and expected responses of IDR-IV and TI, demonstrates their applicability for targeted gene-silencing and protein-degrading agents, and illustrates how well-designed in vivo studies covering broad dose ranges with richly sampled time-points can influence PK-PD model structure and parameter resolution.
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