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Natural Products Drug Discovery: On Silica or In-Silico? 天然产物药物发现:二氧化硅还是硅基?
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2022_611
Hye Kyong Kim, Young Hae Choi, Robert Verpoorte

Natural products have been the most important source for drug development throughout the human history. Over time, the formulation of drugs has evolved from crude drugs to refined chemicals. In modern drug discovery, conventional natural products lead-finding usually uses a top-down approach, namely bio-guided fractionation. In this approach, the crude extracts are separated by chromatography and resulting fractions are tested for activity. Subsequently, active fractions are further refined until a single active compound is obtained. However, this is a painstakingly slow and expensive process. Among the alternatives that have been developed to improve this situation, metabolomics has proved to yield interesting results having been applied successfully to drug discovery in the last two decades. The metabolomics-based approach in lead-finding comprises two steps: (1) in-depth chemical profiling of target samples, e.g. plant extracts, and bioactivity assessment, (2) correlation of the chemical and biological data by chemometrics. In the first step of this approach, the target samples are chemically profiled in an untargeted manner to detect as many compounds as possible. So far, NMR spectroscopy, LC-MS, GC-MS, and MS/MS spectrometry are the most common profiling tools. The profile data are correlated with the biological activity with the help of various chemometric methods such as multivariate data analysis. This in-silico analysis has a high potential to replace or complement conventional on-silica bioassay-guided fractionation as it will greatly reduce the number of bioassays, and thus time and costs. Moreover, it may reveal synergistic mechanisms, when present, something for which the classical top-down approach is clearly not suited. This chapter aims to give an overview of successful approaches based on the application of chemical profiling with chemometrics in natural products drug discovery.

在整个人类历史上,天然产物一直是药物开发的最重要来源。随着时间的推移,药物的配方已经从原始药物发展到精炼化学品。在现代药物发现中,传统的天然产物寻铅通常采用自上而下的方法,即生物引导分馏。在这种方法中,用色谱法分离粗提取物,并对所得馏分进行活性测试。随后,活性组分进一步精制,直至获得单一活性化合物。然而,这是一个极其缓慢和昂贵的过程。在为改善这种情况而开发的替代方案中,代谢组学已被证明产生了有趣的结果,并在过去二十年中成功地应用于药物发现。基于代谢组学的铅发现方法包括两个步骤:(1)对目标样品(如植物提取物)进行深入的化学分析和生物活性评估;(2)通过化学计量学将化学和生物学数据进行关联。在该方法的第一步中,目标样品以非靶向方式进行化学分析,以检测尽可能多的化合物。到目前为止,核磁共振光谱,LC-MS, GC-MS和MS/MS谱是最常见的分析工具。利用多元数据分析等多种化学计量学方法,将剖面数据与生物活性进行关联。这种硅分析有很大的潜力取代或补充传统的硅上生物测定指导分离,因为它将大大减少生物测定的数量,从而减少时间和成本。此外,当协同机制存在时,它可能会揭示出经典的自上而下方法显然不适合的协同机制。本章旨在概述基于化学分析与化学计量学在天然产物药物发现中的应用的成功方法。
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引用次数: 1
Harnessing Human Pluripotent Stem Cell-Derived Pancreatic In Vitro Models for High-Throughput Toxicity Testing and Diabetes Drug Discovery. 利用人类多能干细胞衍生的胰腺体外模型进行高通量毒性测试和糖尿病药物发现。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2023_655
Carmen Ching, Elhadi Iich, Adrian Kee Keong Teo

The long-standing goals in diabetes research are to improve β-cell survival, functionality and increase β-cell mass. Current strategies to manage diabetes progression are still not ideal for sustained maintenance of normoglycemia, thereby increasing demand for the development of novel drugs. Available pancreatic cell lines, cadaveric islets, and their culture methods and formats, either 2D or 3D, allow for multiple avenues of experimental design to address diverse aims in the research setting. More specifically, these pancreatic cells have been employed in toxicity testing, diabetes drug screens, and with careful curation, can be optimized for use in efficient high-throughput screenings (HTS). This has since spearheaded the understanding of disease progression and related mechanisms, as well as the discovery of potential drug candidates which could be the cornerstone for diabetes treatment. This book chapter will touch on the pros and cons of the most widely used pancreatic cells, including the more recent human pluripotent stem cell-derived pancreatic cells, and HTS strategies (cell models, design, readouts) that can be used for the purpose of toxicity testing and diabetes drug discovery.

糖尿病研究的长期目标是提高β细胞的存活率、功能和增加β细胞质量。目前控制糖尿病进展的策略对于持续维持正常血糖仍然不理想,因此增加了对新药开发的需求。可用的胰腺细胞系、尸体胰岛及其培养方法和格式,无论是2D还是3D,都允许多种实验设计途径,以解决研究环境中的不同目标。更具体地说,这些胰腺细胞已被用于毒性测试,糖尿病药物筛选,并且经过精心培养,可以优化用于高效高通量筛选(HTS)。从那时起,这就引领了对疾病进展和相关机制的理解,以及潜在候选药物的发现,这可能是糖尿病治疗的基石。本章将触及最广泛使用的胰腺细胞的优点和缺点,包括最近的人类多能干细胞衍生的胰腺细胞,以及可用于毒性测试和糖尿病药物发现的HTS策略(细胞模型,设计,读出)。
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引用次数: 0
Biological and Clinical Implications of Sex-Specific Differences in Alzheimer's Disease. 阿尔茨海默病性别特异性差异的生物学和临床意义。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2023_672
Jose A Santiago, Judith A Potashkin

Mounting evidence indicates that the female sex is a risk factor for Alzheimer's disease (AD), the most common cause of dementia worldwide. Decades of research suggest that sex-specific differences in genetics, environmental factors, hormones, comorbidities, and brain structure and function may contribute to AD development. However, although significant progress has been made in uncovering specific genetic factors and biological pathways, the precise mechanisms underlying sex-biased differences are not fully characterized. Here, we review several lines of evidence, including epidemiological, clinical, and molecular studies addressing sex differences in AD. In addition, we discuss the challenges and future directions in advancing personalized treatments for AD.

越来越多的证据表明,女性是阿尔茨海默病(AD)的风险因素,阿尔茨海默病是全球痴呆症最常见的病因。几十年的研究表明,遗传、环境因素、激素、合并症以及大脑结构和功能方面的性别特异性差异可能有助于AD的发展。然而,尽管在揭示特定的遗传因素和生物学途径方面取得了重大进展,但性别偏见差异的确切机制尚未完全阐明。在这里,我们回顾了几条证据,包括针对AD性别差异的流行病学、临床和分子研究。此外,我们还讨论了推进AD个性化治疗的挑战和未来方向。
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引用次数: 0
Sex-Gender-Based Differences in Metabolic Diseases. 代谢性疾病中基于性别的差异。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2023_683
Ilaria Campesi, Margherita Ruoppolo, Flavia Franconi, Marianna Caterino, Michele Costanzo

Sexual dimorphism creates different biological and cellular activities and selective regulation mechanisms in males and females, thus generating differential responses in health and disease. In this scenario, the sex itself is a source of physiologic metabolic disparities that depend on constitutive genetic and epigenetic features that characterize in a specific manner one sex or the other. This has as a direct consequence a huge impact on the metabolic routes that drive the phenotype of an individual. The impact of sex is being clearly recognized also in disease, whereas male and females are more prone to the development of some disorders, or have selective responses to drugs and therapeutic treatments. Actually, very less is known regarding the probable differences guided by sex in the context of inherited metabolic disorders, owing to the scarce consideration of sex in such restricted field, accompanied by an intrinsic bias connected with the rarity of such diseases. Metabolomics technologies have been ultimately developed and adopted for being excellent tools for the investigation of metabolic mechanisms, for marker discovery or monitoring, and for supporting diagnostic procedures of metabolic disorders. Hence, metabolomic approaches can excellently embrace the discovery of sex differences, especially when associated to the outcome or the management of certain inborn errors of the metabolism.

两性异形在雄性和雌性中产生不同的生物和细胞活动以及选择性调节机制,从而在健康和疾病方面产生不同的反应。在这种情况下,性别本身是生理代谢差异的来源,这些差异取决于以特定方式表征一种性别或另一种性别的组成遗传和表观遗传学特征。这直接影响了驱动个体表型的代谢途径。性别的影响在疾病中也得到了明确的认识,而男性和女性更容易发展成某些疾病,或者对药物和治疗有选择性反应。事实上,在遗传性代谢紊乱的背景下,由于在这种有限的领域很少考虑性别,并伴随着与这种疾病的罕见性相关的内在偏见,人们对性别可能导致的差异知之甚少。代谢组学技术最终被开发和采用,成为研究代谢机制、发现或监测标志物以及支持代谢紊乱诊断程序的优秀工具。因此,代谢组学方法可以很好地发现性别差异,尤其是当与代谢的某些先天性错误的结果或管理相关时。
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引用次数: 0
Sex Differences in Pharmacokinetics. 药物动力学中的性别差异。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2023_669
Irving Zucker, Brian J Prendergast

Because women have been excluded from most clinical trials, assessment of sex differences in pharmacokinetics is available for a minority of currently prescribed drugs. In a 2020 analysis, substantial pharmacokinetic (PK) sex differences were established for 86 drugs: women given the same drug dose as men routinely generated higher blood concentrations and longer drug elimination times than men. 96% of drugs with higher PK values in women were associated with a higher incidence of adverse drug reactions (ADRs) in women than men; in the small number of instances when PKs of men exceeded those of women, this sex difference positively predicted male-biased ADRs in only 29% of cases. The absence of sex-stratified PK information for many medications raises the concern that sex differences in pharmacokinetics may be widespread and of clinical significance, contributing to sex-specific patterns of ADRs. Administering equal drug doses to women and men neglects sex differences in pharmacokinetics and body weight, risks overmedication of women, and contributes to female-biased ADRs. Evidence-based dosing adjustments are recommended to counteract this sex bias.

由于女性被排除在大多数临床试验之外,目前少数处方药可以评估药代动力学的性别差异。在2020年的一项分析中,86种药物存在显著的药代动力学(PK)性别差异:与男性相比,女性服用相同剂量的药物通常会产生更高的血液浓度和更长的药物消除时间。女性中PK值较高的药物中,96%的药物不良反应发生率高于男性;在少数男性PKs超过女性的情况下,这种性别差异仅在29%的病例中对男性偏向性ADR做出了积极预测。许多药物缺乏性别分层PK信息,这引发了人们的担忧,即药代动力学中的性别差异可能广泛且具有临床意义,从而导致ADR的性别特异性模式。对女性和男性给予相同剂量的药物忽略了药代动力学和体重方面的性别差异,有可能导致女性过度用药,并导致女性有偏见的不良反应。建议基于证据的剂量调整来抵消这种性别偏见。
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引用次数: 9
CaV3.2 (CACNA1H) in Primary Aldosteronism. 原发性醛固酮增多症的CaV3.2 (CACNA1H)。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2023_660
Hoang An Dinh, Gabriel Stölting, Ute I Scholl

Aldosterone is a steroid hormone produced in the zona glomerulosa (ZG) of the adrenal cortex. The most prominent function of aldosterone is the control of electrolyte homeostasis and blood pressure via the kidneys. The primary factors regulating aldosterone synthesis are the serum concentrations of angiotensin II and potassium. The T-type voltage-gated calcium channel CaV3.2 (encoded by CACNA1H) is an important component of electrical as well as intracellular calcium oscillations, which govern aldosterone production in the ZG. Excessive aldosterone production that is (partially) uncoupled from physiological stimuli leads to primary aldosteronism, the most common cause of secondary hypertension. Germline gain-of-function mutations in CACNA1H were identified in familial hyperaldosteronism, whereas somatic mutations are a rare cause of aldosterone-producing adenomas. In this review, we summarize these findings, put them in perspective, and highlight missing knowledge.

醛固酮是一种类固醇激素,产生于肾上腺皮质的肾小球带(ZG)。醛固酮最重要的功能是通过肾脏控制电解质稳态和血压。调节醛固酮合成的主要因素是血管紧张素II和钾的血清浓度。t型电压门控钙通道CaV3.2(由CACNA1H编码)是电和细胞内钙振荡的重要组成部分,控制着ZG中醛固酮的产生。过量的醛固酮产生(部分)与生理刺激不耦合导致原发性醛固酮增多症,这是继发性高血压的最常见原因。在家族性高醛固酮增多症中发现了CACNA1H的生殖系功能获得突变,而体细胞突变是醛固酮产生腺瘤的罕见原因。在这篇综述中,我们总结了这些发现,把它们放在正确的角度,并强调了缺失的知识。
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引用次数: 0
Cardiac Disease Modeling with Engineered Heart Tissue. 用工程化心脏组织建模心脏病。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2023_681
Lin Cai, Ruxiang Wang, Donghui Zhang

The rhythmically beating heart is the foundation of life-sustaining blood flow. There are four chambers and many different types of cell in the heart, but the twisted myofibrillar structures formed by cardiomyocytes are particularly important for cardiac contraction and electrical impulse transmission properties. The ability to generate cardiomyocytes using human-induced pluripotent stem cells has essentially solved the cell supply shortage for in vitro simulation of cardiac tissue function; however, modeling heart at the tissue level needs mature myocardial structure, electrophysiology, and contractile characteristics. Here, the current research on human functionalized cardiac microtissue in modeling cardiac diseases is reviewed and the design criteria and practical applications of different human engineered heart tissues, including cardiac organoids, cardiac thin films, and cardiac microbundles are analyzed. Table summarizing the ability of several in vitro myocardial models to assess heart structure and function for cardiac disease modeling.

有节奏地跳动的心脏是维持生命的血液流动的基础。心脏有四个腔室和许多不同类型的细胞,但由心肌细胞形成的扭曲的肌纤维结构对心脏收缩和电脉冲传输特性特别重要。利用人诱导的多能干细胞生成心肌细胞的能力基本上解决了体外模拟心脏组织功能的细胞供应短缺问题;然而,在组织水平上建模心脏需要成熟的心肌结构、电生理和收缩特性。本文综述了人类功能化心脏微组织在心脏疾病建模中的研究现状,并分析了不同人类工程化心脏组织的设计标准和实际应用,包括心脏类器官、心脏薄膜和心脏微束。表总结了几种体外心肌模型评估心脏结构和功能的能力,用于心脏病建模。
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引用次数: 0
Precision Medicine in Therapy of Non-solid Cancer. 精准医学在非实体肿瘤治疗中的应用。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2022_608
Ines Schmidts, Torsten Haferlach, Gregor Hoermann

The development and approval of the tyrosine kinase inhibitor imatinib in 2001 has heralded the advance of directed therapy options. Today, an armamentarium of targeted therapeutics is available and enables the use of precision medicine in non-solid cancer. Precision medicine is guided by the detection of tumor-specific and targetable characteristics. These include pathogenic fusions and/or mutations, dependency on specific signaling pathways, and the expression of certain cell surface markers. Within the first part, we review approved targeted therapies for the compound classes of small molecule inhibitors, antibody-based therapies and cellular therapies. Particular consideration is given to the underlying pathobiology and the respective mechanism of action. The second part emphasizes on how biomarkers, whether they are of diagnostic, prognostic, or predictive relevance, are indispensable tools to guide therapy choice and management in precision medicine. Finally, the examples of acute myeloid leukemia, chronic lymphocytic leukemia, and chronic myeloid leukemia illustrate how integration of these biomarkers helps to tailor therapy.

2001年酪氨酸激酶抑制剂伊马替尼的开发和批准预示着定向治疗选择的进步。今天,靶向治疗的装备是可用的,使精准医学在非实体癌症的使用。精准医学是以检测肿瘤特异性和靶向性特征为指导的。这些包括致病性融合和/或突变,对特定信号通路的依赖,以及某些细胞表面标记物的表达。在第一部分中,我们回顾了已批准的靶向治疗的化合物类小分子抑制剂,基于抗体的治疗和细胞治疗。特别考虑到潜在的病理生物学和各自的作用机制。第二部分强调生物标志物,无论是诊断、预后还是预测相关性,是指导精准医学治疗选择和管理的不可或缺的工具。最后,急性髓性白血病、慢性淋巴细胞白血病和慢性髓性白血病的例子说明了这些生物标志物的整合如何有助于定制治疗。
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引用次数: 0
Therapeutics for Substance-Using Women: The Need to Elucidate Sex-Specific Targets for Better-Tailored Treatments. 药物使用女性的治疗方法:需要阐明针对性的目标,以便更好地进行量身定制的治疗。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2023_687
Helen C Fox, Verica Milivojevic, Rajita Sinha

In the last decade, alcohol consumption in the US has risen by 84% in women compared with 35% in men. Furthermore, research has shown that sex- and gender-related differences may disadvantage women in terms of developing a range of psychological, cognitive, and medical problems considerably earlier in their drinking history than men, and despite consuming a similar quantity of substances. While this "telescoping" process has been acknowledged in the literature, a concomitant understanding of the underlying biobehavioral mechanisms, and an increase in the development of specific treatments tailored to women, has not occurred. In the current chapter we focus on understanding why the need for personalized, sex-specific medications is imperative, and highlight some of the potential sex-specific gonadal and stress-related adaptations underpinning the accelerated progress from controlled to compulsive drug and alcohol seeking in women. We additionally discuss the efficacy of these mechanisms as novel targets for medications development, using exogenous progesterone and guanfacine as examples. Finally, we assess some of the challenges faced and progress made in terms of developing innovative medications in women. We suggest that agents such as exogenous progesterone and adrenergic medications, such as guanfacine, may provide some efficacy in terms of attenuating stress-induced craving for several substances, as well as improving the ability to emotionally regulate in the face of stress, preferentially in women. However, to fully leverage the potential of these therapeutics in substance-using women, greater focus needs to the placed on reducing barriers to treatment and research by encouraging women into clinical trials.

在过去十年中,美国女性的饮酒量增长了84%,而男性的饮酒量为35%。此外,研究表明,与性别和性别相关的差异可能会使女性在饮酒史上比男性更早地出现一系列心理、认知和医疗问题,尽管她们摄入的物质数量相似。虽然这种“伸缩”过程在文献中得到了承认,但对潜在的生物行为机制的理解以及针对女性的特定治疗方法的开发却没有增加。在本章中,我们重点了解为什么需要个性化、针对性别的药物,并强调了一些潜在的针对性别的性腺和压力相关适应,这些适应是女性从受控药物和酒精成瘾加速发展的基础。我们还讨论了这些机制作为药物开发的新靶点的疗效,以外源性黄体酮和鸟苷为例。最后,我们评估了在开发女性创新药物方面面临的一些挑战和取得的进展。我们认为,外源性黄体酮和肾上腺素能药物,如胍法辛,可能在减轻压力引起的对几种物质的渴望方面提供一些疗效,并提高面对压力时情绪调节的能力,尤其是在女性中。然而,为了充分利用这些疗法在使用药物的女性中的潜力,需要更多地关注通过鼓励女性进行临床试验来减少治疗和研究的障碍。
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引用次数: 0
Compound Identification Strategies in Mass Spectrometry-Based Metabolomics and Pharmacometabolomics. 基于质谱的代谢组学和药物代谢组学中的化合物鉴定策略。
Q1 Pharmacology, Toxicology and Pharmaceutics Pub Date : 2023-01-01 DOI: 10.1007/164_2022_617
Rylan Hissong, Kendra R Evans, Charles R Evans

The metabolome is composed of a vast array of molecules, including endogenous metabolites and lipids, diet- and microbiome-derived substances, pharmaceuticals and supplements, and exposome chemicals. Correct identification of compounds from this diversity of classes is essential to derive biologically relevant insights from metabolomics data. In this chapter, we aim to provide a practical overview of compound identification strategies for mass spectrometry-based metabolomics, with a particular eye toward pharmacologically-relevant studies. First, we describe routine compound identification strategies applicable to targeted metabolomics. Next, we discuss both experimental (data acquisition-focused) and computational (software-focused) strategies used to identify unknown compounds in untargeted metabolomics data. We then discuss the importance of, and methods for, assessing and reporting the level of confidence of compound identifications. Throughout the chapter, we discuss how these steps can be implemented using today's technology, but also highlight research underway to further improve accuracy and certainty of compound identification. For readers interested in interpreting metabolomics data already collected, this chapter will supply important context regarding the origin of the metabolite names assigned to features in the data and help them assess the certainty of the identifications. For those planning new data acquisition, the chapter supplies guidance for designing experiments and selecting analysis methods to enable accurate compound identification, and it will point the reader toward best-practice data analysis and reporting strategies to allow sound biological and pharmacological interpretation.

代谢组由大量分子组成,包括内源性代谢产物和脂质、饮食和微生物组衍生物质、药物和补充剂以及暴露体化学物质。从代谢组学数据中获得与生物学相关的见解,正确识别这一多样类别的化合物至关重要。在本章中,我们旨在为基于质谱的代谢组学的化合物鉴定策略提供一个实用的概述,特别关注药理学相关研究。首先,我们描述了适用于靶向代谢组学的常规化合物鉴定策略。接下来,我们讨论了用于识别非靶向代谢组学数据中未知化合物的实验(以数据获取为重点)和计算(以软件为重点)策略。然后,我们讨论了评估和报告化合物鉴定置信水平的重要性和方法。在整个章节中,我们讨论了如何使用当今的技术来实施这些步骤,但也强调了正在进行的研究,以进一步提高化合物鉴定的准确性和确定性。对于有兴趣解释已经收集的代谢组学数据的读者,本章将提供有关数据中特征的代谢产物名称来源的重要背景,并帮助他们评估鉴定的确定性。对于那些计划新数据采集的人,本章为设计实验和选择分析方法提供了指导,以实现准确的化合物鉴定,并将为读者提供最佳实践数据分析和报告策略,以实现良好的生物学和药理学解释。
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引用次数: 0
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Handbook of experimental pharmacology
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