Disease modelling

疾病建模
  • 文章类型: Journal Article
    了解生物学机制对于改善动物生产和健康以满足对高质量蛋白质日益增长的需求至关重要。作为一种新兴的生物技术,单细胞转录组学已逐渐应用于动物研究的各个方面,为研究动物不同组织/器官的高通量单细胞基因表达提供了一种有效的方法。以前所未有的方式,研究人员已经确定了细胞类型/亚型及其标记基因,推断细胞命运轨迹,并使用单细胞转录组学揭示了动物中的细胞-细胞相互作用。在本文中,我们介绍了单细胞技术的发展并回顾了其过程,进步,以及单细胞转录组学在动物研究中的应用。我们总结了最近使用单细胞转录组学的努力,以获得对动物营养和健康的更深刻的理解,繁殖性能,遗传学,和不同家畜物种的疾病模型。此外,突出根据大量案例积累的实践经验,为确定关键因素提供参考(例如,样本量,细胞聚类,和细胞类型注释)在单细胞转录组学分析中。我们还讨论了现阶段单细胞转录组学的局限性和前景。本文综述了单细胞转录组学在动物研究中的研究进展,在农业生产力和动物健康方面提供新颖的见解和可持续的进步。
    Understanding biological mechanisms is fundamental for improving animal production and health to meet the growing demand for high-quality protein. As an emerging biotechnology, single-cell transcriptomics has been gradually applied in diverse aspects of animal research, offering an effective method to study the gene expression of high-throughput single cells of different tissues/organs in animals. In an unprecedented manner, researchers have identified cell types/subtypes and their marker genes, inferred cellular fate trajectories, and revealed cell‒cell interactions in animals using single-cell transcriptomics. In this paper, we introduce the development of single-cell technology and review the processes, advancements, and applications of single-cell transcriptomics in animal research. We summarize recent efforts using single-cell transcriptomics to obtain a more profound understanding of animal nutrition and health, reproductive performance, genetics, and disease models in different livestock species. Moreover, the practical experience accumulated based on a large number of cases is highlighted to provide a reference for determining key factors (e.g., sample size, cell clustering, and cell type annotation) in single-cell transcriptomics analysis. We also discuss the limitations and outlook of single-cell transcriptomics in the current stage. This paper describes the comprehensive progress of single-cell transcriptomics in animal research, offering novel insights and sustainable advancements in agricultural productivity and animal health.
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  • 文章类型: Journal Article
    SARS-CoV-2冠状病毒感染导致全身性,多面性COVID-19疾病。然而,将其复杂的临床表现与分子机制联系起来的知识仍然支离破碎。在整个患者水平上解密COVID-19的分子基础对于开发有效的治疗方法至关重要。有了这个目标,我们遵循了一个迭代,专家驱动的过程,将大流行之前和早期阶段发布的数据汇编成一个全面的COVID-19知识模型。该模型的最新更新也验证了多个早期预测,表明这样的知识框架在假设生成和测试中的重要性。总的来说,我们的发现表明SARS-CoV-2扰乱了几种特定的机制,释放发病机理谱,从急性炎症引发的“完美风暴”开始,在长期的“长COVID-19”综合征中加速衰老。在这项工作中,我们很快就报告了这些发现,我们通过以下方式与社区分享:1)与COVID-19症状和合理机制相关的关键证据概要,在2)随附的“COVID-19资源管理器”网络服务器中提供了详细信息,专门为此目的开发的(位于https://covid19。molecularhealth.com)。我们预计,我们的模型将继续促进跨器官系统的临床分子见解,以及用于测试潜在的再利用候选药物的假设生成。新的药理靶点和临床相关的生物标志物。我们的工作表明,人类疾病的整个患者知识模型可以潜在地加快新的治疗策略的发展,并支持证据驱动的临床假设的产生和决策。
    Infection with SARS-CoV-2 coronavirus causes systemic, multi-faceted COVID-19 disease. However, knowledge connecting its intricate clinical manifestations with molecular mechanisms remains fragmented. Deciphering the molecular basis of COVID-19 at the whole-patient level is paramount to the development of effective therapeutic approaches. With this goal in mind, we followed an iterative, expert-driven process to compile data published prior to and during the early stages of the pandemic into a comprehensive COVID-19 knowledge model. Recent updates to this model have also validated multiple earlier predictions, suggesting the importance of such knowledge frameworks in hypothesis generation and testing. Overall, our findings suggest that SARS-CoV-2 perturbs several specific mechanisms, unleashing a pathogenesis spectrum, ranging from \"a perfect storm\" triggered by acute hyper-inflammation, to accelerated aging in protracted \"long COVID-19\" syndromes. In this work, we shortly report on these findings that we share with the community via 1) a synopsis of key evidence associating COVID-19 symptoms and plausible mechanisms, with details presented within 2) the accompanying \"COVID-19 Explorer\" webserver, developed specifically for this purpose (found at https://covid19.molecularhealth.com). We anticipate that our model will continue to facilitate clinico-molecular insights across organ systems together with hypothesis generation for the testing of potential repurposing drug candidates, new pharmacological targets and clinically relevant biomarkers. Our work suggests that whole patient knowledge models of human disease can potentially expedite the development of new therapeutic strategies and support evidence-driven clinical hypothesis generation and decision making.
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  • 文章类型: Journal Article
    为了防止吸入病原体的持续威胁,肺装有细胞防御者。与居民和招募的免疫细胞协调,这种防御是由呼吸道和肺泡上皮感染呼吸道病毒后启动的。相邻的内皮细胞和基质细胞提供了对病毒清除和感染解决的进一步支持。然而,即使有了这些防御机制,呼吸道病毒感染是一个重要的全球健康问题,导致大量的发病率,社会经济损失,和死亡率,强调需要开发有效的疫苗和抗病毒药物。反过来,呼吸道感染新治疗方案的确定关键取决于是否有可处理的体外实验模型,这些模型忠实地概括了肺生理学的关键方面。对于这样的模型,要提供信息,重要的是这些模型结合了人类衍生的,所有细胞类型的生理相关版本,通常形成肺部抗病毒反应的一部分。这篇综述提出了使用人类诱导多能干细胞(iPSC)创建所有疾病相关细胞类型的指南。iPSCs可以分化为肺上皮,先天免疫细胞,内皮细胞,和大规模的成纤维细胞,概括体内功能并提供遗传可操作性。我们主张建立综合的iPSC衍生的近端和远端肺区域的体外模型,以更好地了解和模型呼吸道感染,包括与慢性肺部疾病的相互作用。
    To protect against the constant threat of inhaled pathogens, the lung is equipped with cellular defenders. In coordination with resident and recruited immune cells, this defence is initiated by the airway and alveolar epithelium following their infection with respiratory viruses. Further support for viral clearance and infection resolution is provided by adjacent endothelial and stromal cells. However, even with these defence mechanisms, respiratory viral infections are a significant global health concern, causing substantial morbidity, socioeconomic losses, and mortality, underlining the need to develop effective vaccines and antiviral medications. In turn, the identification of new treatment options for respiratory infections is critically dependent on the availability of tractable in vitro experimental models that faithfully recapitulate key aspects of lung physiology. For such models to be informative, it is important these models incorporate human-derived, physiologically relevant versions of all cell types that normally form part of the lungs anti-viral response. This review proposes a guideline using human induced pluripotent stem cells (iPSCs) to create all the disease-relevant cell types. iPSCs can be differentiated into lung epithelium, innate immune cells, endothelial cells, and fibroblasts at a large scale, recapitulating in vivo functions and providing genetic tractability. We advocate for building comprehensive iPSC-derived in vitro models of both proximal and distal lung regions to better understand and model respiratory infections, including interactions with chronic lung diseases.
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  • 文章类型: Journal Article
    免疫介导的炎性疾病(IMID)的患病率估计为3-7%的西方人群,据报道,全球近100人中有1人的年发病率。最近,药物发现方法一直在朝着更有针对性的治疗方向发展,并改善了长期安全性,虽然在IMID等复杂条件下对医学个体化的要求,是承认的。然而,现有的临床前模型-例如细胞和体内哺乳动物模型-对于现代药物发现模型要求并不理想,例如药物作用的实时体内可视化,在一生的过程中进行逻辑上可行的安全评估,或动态评估疾病发展过程中的生理变化。斑马鱼在蛋白质和致病基因方面与人类具有很高的同源性,器官生理过程的高度保守性,组织,细胞和分子水平。这些和其他独特的属性,如高繁殖力,相对透明和容易的基因操纵,将斑马鱼定位为IMID药物发现的下一个主要角色。这篇综述简要概述了这种生物作为人类炎症性疾病模型的适用性,并总结了基于斑马鱼的药物发现研究中使用的方法范围。斑马鱼作为模式生物的优点和局限性,以及研究设计中的重要考虑因素,正在讨论。最后,强调了IMID背景下使用不足的调查途径。
    Immune-mediated inflammatory disease (IMID) prevalence is estimated at 3-7% for Westernised populations, with annual incidence reported at almost 1 in 100 people globally. More recently, drug discovery approaches have been evolving towards more targeted therapies with an improved long-term safety profile, while the requirement for individualisation of medicine in complex conditions such as IMIDs, is acknowledged. However, existing preclinical models-such as cellular and in vivo mammalian models-are not ideal for modern drug discovery model requirements, such as real-time in vivo visualisation of drug effects, logistically feasible safety assessment over the course of a lifetime, or dynamic assessment of physiological changes during disease development. Zebrafish share high homology with humans in terms of proteins and disease-causing genes, with high conservation of physiological processes at organ, tissue, cellular and molecular level. These and other unique attributes, such as high fecundity, relative transparency and ease of genetic manipulation, positions zebrafish as the next major role player in IMID drug discovery. This review provides a brief overview of the suitability of this organism as model for human inflammatory disease and summarises the range of approaches used in zebrafish-based drug discovery research. Strengths and limitations of zebrafish as model organism, as well as important considerations in research study design, are discussed. Finally, under-utilised avenues for investigation in the IMID context are highlighted.
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  • 文章类型: Journal Article
    疟疾,一个重大的公共卫生负担,是由疟原虫寄生虫引起的,该寄生虫首先在人类肝脏中复制以建立感染,然后传播到红细胞。由于缺乏临床相关且可扩展的人肝脏体外模型,肝脏阶段疟疾研究仍然具有挑战性。这里,我们证明,分化为肝细胞样命运的肝内导管细胞的类器官可以支持恶性疟原虫的感染和肝内成熟。观察到的恶性疟原虫外红细胞形式表达早期和晚期寄生蛋白,并且响应于针对肝内恶性疟原虫的已知和推定抗疟药物的治疗,频率降低。因此,恶性疟原虫感染的人类肝类器官不仅为表征肝内寄生虫-宿主相互作用的基础研究提供了平台,而且还可以作为红细胞前疫苗开发中的强大翻译工具,并鉴定针对肝脏阶段感染的新抗疟药物。
    Malaria, a major public health burden, is caused by Plasmodium spp parasites that first replicate in the human liver to establish infection before spreading to erythrocytes. Liver-stage malaria research has remained challenging due to the lack of a clinically relevant and scalable in vitro model of the human liver. Here, we demonstrate that organoids derived from intrahepatic ductal cells differentiated into a hepatocyte-like fate can support the infection and intrahepatic maturation of Plasmodium falciparum. The P.falciparum exoerythrocytic forms observed expressed both early and late-stage parasitic proteins and decreased in frequency in response to treatment with both known and putative antimalarial drugs that target intrahepatic P.falciparum. The P.falciparum-infected human liver organoids thus provide a platform not only for fundamental studies that characterise intrahepatic parasite-host interaction but can also serve as a powerful translational tool in pre-erythrocytic vaccine development and to identify new antimalarial drugs that target the liver stage infection.
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  • 文章类型: Journal Article
    非洲猪瘟(ASF)疾病传播参数对于在面对疫情时做出反应和控制决策至关重要。然而,它们在东南亚的小农和村庄环境中的量化很差。虽然疾病特异性因素-如潜伏期和感染期-应保持合理的一致性,host,环境和管理因素可能会影响疾病传播的速度。使用近似贝叶斯计算和顺序蒙特卡罗方法研究了这些差异,以提供老挝人民民主共和国村庄四个幼稚猪种群的疾病参数估计。这些村庄代表了北部Oudomxay省和南部Savannakhet省的小农养猪户,并且该模型利用现场死亡率数据来验证多个模型生成过程中的传输参数估计。猪之间的基本繁殖数量估计在3.08至7.80之间,而潜伏期和感染期与该地区类似基因型文献中发表的文献一致(4.72至6.19天和2.63至5.50天,分别)。这些发现表明,小农村猪与商品猪的相互作用相似,然而,疾病的传播可能比商业研究组稍慢。此外,研究结果表明,尽管研究小组存在多样性,这种疾病的表现是一致的。此数据可用于疾病控制计划或未来在小农环境中对ASF进行建模。
    African Swine Fever (ASF) disease transmission parameters are crucial for making response and control decisions when faced with an outbreak, yet they are poorly quantified for smallholder and village contexts within Southeast Asia. Whilst disease-specific factors - such as latent and infectious periods - should remain reasonably consistent, host, environmental and management factors are likely to affect the rate of disease spread. These differences are investigated using Approximate Bayesian Computation with Sequential Monte-Carlo methods to provide disease parameter estimates in four naïve pig populations in villages of Lao People\'s Democratic Republic. The villages represent smallholder pig farmers of the Northern province of Oudomxay and the Southern province of Savannakhet, and the model utilised field mortality data to validate the transmission parameter estimates over the course of multiple model generations. The basic reproductive number between-pigs was estimated to range from 3.08 to 7.80, whilst the latent and infectious periods were consistent with those published in the literature for similar genotypes in the region (4.72 to 6.19 days and 2.63 to 5.50 days, respectively). These findings demonstrate that smallholder village pigs interact similarly to commercial pigs, however the spread of disease may occur slightly slower than in commercial study groups. Furthermore, the findings demonstrated that despite diversity across the study groups, the disease behaved in a consistent manner. This data can be used in disease control programs or for future modelling of ASF in smallholder contexts.
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  • 文章类型: Journal Article
    再生医学领域已经见证了来自多种来源的诱导多能干细胞(iPSC)的出现的显著进步。其中,尿液来源的诱导多能干细胞(u-iPSCs)由于其非侵入性和对患者友好的获取方法而受到广泛关注。这篇综述手稿探讨了u-iPSCs在推进精准医学中的潜力和应用。特别是在药物测试领域,疾病建模,和细胞疗法。U-iPSC是通过尿液样本中发现的体细胞的重编程产生的,提供患者特异性多能细胞的独特和可再生来源。它们在药物测试中的应用彻底改变了制药行业,为药物筛选提供了个性化的平台,毒性评估,和疗效评价。具有不同遗传背景的u-iPSC的可用性促进了定制治疗方法的发展。尽量减少不良反应,优化治疗结果。此外,u-iPSCs在疾病建模中表现出显著的功效,允许研究人员在体外概括患者特异性病理。这不仅增强了我们对疾病机制的理解,而且是药物发现和开发的宝贵工具。此外,基于u-iPSC的疾病模型为研究罕见和遗传复杂的疾病提供了一个平台,传统的研究方法往往服务不足。u-iPSC的多功能性延伸到细胞治疗应用,他们对再生医学有着巨大的希望。它们分化为各种细胞类型的潜力,包括神经元,心肌细胞,和肝细胞,能够开发患者特异性细胞替代疗法。这种个性化的方法可以彻底改变退行性疾病的治疗,器官衰竭,和组织损伤,通过最大限度地减少免疫排斥反应和优化治疗结果。然而,几个挑战和考虑,例如重新编程协议的标准化,基因组稳定性,和可扩展性,必须解决的问题是充分利用u-iPSCs在精准医学中的潜力。总之,这篇综述强调了u-iPSCs对推进精准医疗的变革影响,并强调了利用这一创新技术改善医疗结果的未来前景和挑战.
    The field of regenerative medicine has witnessed remarkable advancements with the emergence of induced pluripotent stem cells (iPSCs) derived from a variety of sources. Among these, urine-derived induced pluripotent stem cells (u-iPSCs) have garnered substantial attention due to their non-invasive and patient-friendly acquisition method. This review manuscript delves into the potential and application of u-iPSCs in advancing precision medicine, particularly in the realms of drug testing, disease modeling, and cell therapy. U-iPSCs are generated through the reprogramming of somatic cells found in urine samples, offering a unique and renewable source of patient-specific pluripotent cells. Their utility in drug testing has revolutionized the pharmaceutical industry by providing personalized platforms for drug screening, toxicity assessment, and efficacy evaluation. The availability of u-iPSCs with diverse genetic backgrounds facilitates the development of tailored therapeutic approaches, minimizing adverse effects and optimizing treatment outcomes. Furthermore, u-iPSCs have demonstrated remarkable efficacy in disease modeling, allowing researchers to recapitulate patient-specific pathologies in vitro. This not only enhances our understanding of disease mechanisms but also serves as a valuable tool for drug discovery and development. In addition, u-iPSC-based disease models offer a platform for studying rare and genetically complex diseases, often underserved by traditional research methods. The versatility of u-iPSCs extends to cell therapy applications, where they hold immense promise for regenerative medicine. Their potential to differentiate into various cell types, including neurons, cardiomyocytes, and hepatocytes, enables the development of patient-specific cell replacement therapies. This personalized approach can revolutionize the treatment of degenerative diseases, organ failure, and tissue damage by minimizing immune rejection and optimizing therapeutic outcomes. However, several challenges and considerations, such as standardization of reprogramming protocols, genomic stability, and scalability, must be addressed to fully exploit u-iPSCs\' potential in precision medicine. In conclusion, this review underscores the transformative impact of u-iPSCs on advancing precision medicine and highlights the future prospects and challenges in harnessing this innovative technology for improved healthcare outcomes.
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  • 文章类型: Journal Article
    端粒作为线性染色体的保护性末端,由端粒酶(TERT)合成。极短的端粒基本上有助于衰老相关疾病,并且与称为端粒病的广谱病症相关。在心肌细胞中,端粒长度与心肌病密切相关,但端粒短是该疾病的原因还是结果仍然不明确。在这项研究中,我们使用诱导型CRISPri人诱导多能干细胞(hiPSC)细胞系沉默TERT表达,从而能够产生具有长端粒和短端粒的hiPSC和hiPSC衍生的心肌细胞.hiPSC的端粒酶活性降低和端粒长度缩短诱导与心脏发育途径相关的整体转录组变化。因此,向心肌细胞的分化潜能严重受损,单细胞RNA测序显示端粒最短的细胞向更平滑肌细胞样的身份转变.心肌细胞功能不良和对压力敏感性增加与端粒缩短的程度直接相关。我们的数据共同证明了TERT依赖性心肌分化缺陷,强调CRISPRiTERThiPSCs模型是一个强大的平台,可以研究心脏和端粒病变中短端粒的机制和后果。
    Telomeres as the protective ends of linear chromosomes, are synthesized by the enzyme telomerase (TERT). Critically short telomeres essentially contribute to aging-related diseases and are associated with a broad spectrum of disorders known as telomeropathies. In cardiomyocytes, telomere length is strongly correlated with cardiomyopathies but it remains ambiguous whether short telomeres are the cause or the result of the disease. In this study, we employed an inducible CRISPRi human induced pluripotent stem cell (hiPSC) line to silence TERT expression enabling the generation of hiPSCs and hiPSC-derived cardiomyocytes with long and short telomeres. Reduced telomerase activity and shorter telomere lengths of hiPSCs induced global transcriptomic changes associated with cardiac developmental pathways. Consequently, the differentiation potential towards cardiomyocytes was strongly impaired and single cell RNA sequencing revealed a shift towards a more smooth muscle cell like identity in the cells with the shortest telomeres. Poor cardiomyocyte function and increased sensitivity to stress directly correlated with the extent of telomere shortening. Collectively our data demonstrates a TERT dependent cardiomyogenic differentiation defect, highlighting the CRISPRi TERT hiPSCs model as a powerful platform to study the mechanisms and consequences of short telomeres in the heart and also in the context of telomeropathies.
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  • 文章类型: Journal Article
    从多能干细胞产生类器官是一项尖端技术,为体外模拟人体器官创造了新的可能性,以及为再生医学开辟道路。这里,我们提出了通过直接胚状体形成从人诱导的多能干细胞(hiPSCs)产生皮肤类器官(SKOs)的方案。这种方法为hiPSC分化提供了一致的起点,导致具有复杂皮肤结构和附属物的SKO(例如毛囊,皮脂腺,等。)来自两个不同体细胞来源的hiPSC系。
    Organoid generation from pluripotent stem cells is a cutting-edge technique that has created new possibilities for modelling human organs in vitro, as well as opening avenues for regenerative medicine. Here, we present a protocol for generating skin organoids (SKOs) from human-induced pluripotent stem cells (hiPSCs) via direct embryoid body formation. This method provides a consistent start point for hiPSC differentiation, resulting in SKOs with complex skin architecture and appendages (e.g. hair follicles, sebaceous glands, etc.) across hiPSC lines from two different somatic sources.
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  • 文章类型: Journal Article
    人脑发育在空间和时间上都是复杂的。人类脑组织的获取不足和动物模型的不足限制了对大脑发育和神经退行性疾病的研究。大脑类器官技术的最新进展为模拟人类特定的神经发育和大脑疾病创造了新的机会。在这次审查中,我们讨论了使用脑类器官来模拟中脑和帕金森病。我们批判性地评估了类器官对PD病理学的概括程度,并讨论了可能导致该模型成为下一代的未来发展领域。PD及以后的个性化治疗策略。
    Human brain development is spatially and temporally complex. Insufficient access to human brain tissue and inadequacy of animal models has limited the study of brain development and neurodegenerative diseases. Recent advancements of brain organoid technology have created novel opportunities to model human-specific neurodevelopment and brain diseases. In this review, we discuss the use of brain organoids to model the midbrain and Parkinson\'s disease. We critically evaluate the extent of recapitulation of PD pathology by organoids and discuss areas of future development that may lead to the model to become a next-generation, personalized therapeutic strategy for PD and beyond.
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