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
    肿瘤微环境(TME)协调细胞和细胞外基质(ECM)相互作用,在肿瘤发生中起关键作用,肿瘤生长,和转化。研究TME内基质上皮细胞之间的相互作用对于理解癌症机制至关重要,但需要可靠的生物学模型。3D模型已经成为强大的体外工具,但是许多在复制细胞-细胞/细胞-基质相互作用方面不足。这项研究介绍了一种新颖的乳房TME的混合3D模型,结合上皮细胞,癌症相关成纤维细胞(CAFs),和他们的ECM。为了建造基质隔间,多孔3D打印的藻酸盐支架接种CAF,增殖并产生ECM。用载有MCF10A细胞的氧化肽修饰的藻酸盐水凝胶注入孔,形成实质室。杂合系统支持上皮形态发生,进入由成纤维细胞和ECM包围的腺泡,并且可以很容易地溶解以回收细胞,他们的矩阵,和螯合的可溶性因子。回收的ECM的蛋白质组分析显示与基质组装/重塑相关的蛋白质上调,上皮-间质转化(EMT),和癌症。TME样微环境在MCF10A细胞中诱导部分EMT,产生具有上皮和间质特征的杂种群体,侵袭性表型的特征。我们的模型为TME内的上皮-基质相互作用提供了新的见解,在生理相关的3D环境中为癌症研究提供了有价值的工具。
    The tumor microenvironment (TME) orchestrates cellular and extracellular matrix (ECM) interactions, playing a key role in tumorigenesis, tumor growth, and metastization. Investigating the interplay between stromal-epithelial cells within the TME is paramount for understanding cancer mechanisms but demands reliable biological models. 3D-models have emerged as powerful in vitro tools, but many fall short in replicating cell-cell/cell-matrix interactions. This study introduces a novel hybrid 3D-model of the breast TME, combining epithelial cells, cancer-associated fibroblasts (CAFs), and their ECM. To build the stromal compartment, porous 3D-printed alginate scaffolds were seeded with CAFs, which proliferated and produced ECM. The pores were infused with oxidized peptide-modified alginate hydrogel laden with MCF10A cells, forming the parenchymal compartment. The hybrid system supported epithelial morphogenesis into acini surrounded by fibroblasts and ECM, and could be readily solubilized to recover cells, their matrix, and sequestered soluble factors. Proteome profiling of the retrieved ECM showed upregulation of proteins associated with matrix assembly/remodeling, epithelial-to-mesenchymal transition (EMT), and cancer. The TME-like microenvironment induced a partial EMT in MCF10A cells, generating a hybrid population with epithelial and mesenchymal features, characteristic of aggressive phenotypes. Our model provided new insights into epithelial-stromal interactions within the TME, offering a valuable tool for cancer research in a physiologically-relevant 3D setting.
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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
    重度抑郁症(MDD)是一种多形性疾病,具有大量的症状和严重程度,在几个相关领域具有可测量的缺陷。在诊断患有抑郁症的患者中观察到的广泛表型是非常复杂的疾病的反映,其中生物和外部因素聚集在一起(例如,生活事件的响应/处理,脑内因素)收敛并介导发病机理,临床表现/表型和轨迹。患者来源的诱导多能干细胞(iPSC)使其能够分化成中枢神经系统中的特化细胞类型,以探索MDD的病理生理底物。这些模型可以补充动物模型,以促进药物发现和确定治疗方法。比如细胞疗法,药物再利用,和药物代谢的阐明,毒性,以及分子/细胞水平的作用机制,为精准精神病学铺平道路.尽管在过去的几十年里取得了显著的科学和临床进展,这种疾病仍然知之甚少,发病率和患病率继续增加,需要更多的研究来满足临床需求。这篇综述旨在总结并提供迄今为止使用患者来源的iPSCs进行精神疾病建模的研究的重要概述。特别强调MDD。
    Major Depressive Disorder (MDD) is a pleomorphic disease with substantial patterns of symptoms and severity with mensurable deficits in several associated domains. The broad spectrum of phenotypes observed in patients diagnosed with depressive disorders is the reflection of a very complex disease where clusters of biological and external factors (e.g., response/processing of life events, intrapsychic factors) converge and mediate pathogenesis, clinical presentation/phenotypes and trajectory. Patient-derived induced pluripotent stem cells (iPSCs) enable their differentiation into specialised cell types in the central nervous system to explore the pathophysiological substrates of MDD. These models may complement animal models to advance drug discovery and identify therapeutic approaches, such as cell therapy, drug repurposing, and elucidation of drug metabolism, toxicity, and mechanisms of action at the molecular/cellular level, to pave the way for precision psychiatry. Despite the remarkable scientific and clinical progress made over the last few decades, the disease is still poorly understood, the incidence and prevalence continue to increase, and more research is needed to meet clinical demands. This review aims to summarise and provide a critical overview of the research conducted thus far using patient-derived iPSCs for the modelling of psychiatric disorders, with a particular emphasis on MDD.
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  • 文章类型: Journal Article
    Shwachman-Diamond综合征(SDS)是一种遗传性骨髓衰竭疾病,通常在婴儿期出现。在揭示因果突变基因(SBDS等)方面取得了进展,核糖体缺陷,和SDS中的造血异常。然而,造血功能衰竭的潜在机制仍然未知,和治疗选择是有限的。在这里,我们调查了SDS胚胎造血损伤的发生。我们产生SDS和控制人源诱导多能干细胞(iPSC)。SDSiPSC概括了SDS血液学表型。对确定的造血功能的详细逐步评估显示,缺陷始于正常诱导中胚层和生血内皮后的早期造血祖细胞(EHP)阶段。EHP的造血潜能明显降低,在SDS中引入SBDS可以改善iPSCs的集落形成。转录组分析显示未分化和分化的iPSC中核糖体和氧化磷酸化相关基因的表达降低。然而,某些途径(例如,DNA复制)和基因(例如,与早期和晚期相比,CHCHD2)在EHP中完全或更严重地失调。据我们所知,这项研究首次提供了对遗传性骨髓衰竭综合征中人类造血缺陷的胚胎发作的见解,并揭示了造血发育向EHP的关键阶段的细胞和分子异常。
    Shwachman-Diamond syndrome (SDS) is an inherited bone marrow failure disorder that often presents at infancy. Progress has been made in revealing causal mutated genes (SBDS and others), ribosome defects, and hematopoietic aberrations in SDS. However, the mechanism underlying the hematopoietic failure remained unknown, and treatment options are limited. Herein, we investigated the onset of SDS embryonic hematopoietic impairments. We generated SDS and control human-derived induced pluripotent stem cells (iPSCs). SDS iPSCs recapitulated the SDS hematological phenotype. Detailed stepwise evaluation of definitive hematopoiesis revealed defects that started at the early emerging hematopoietic progenitor (EHP) stage after mesoderm and hemogenic endothelium were normally induced. Hematopoietic potential of EHPs was markedly reduced, and the introduction of SBDS in SDS iPSCs improved colony formation. Transcriptome analysis revealed reduced expression of ribosome and oxidative phosphorylation-related genes in undifferentiated and differentiated iPSCs. However, certain pathways (e.g., DNA replication) and genes (e.g., CHCHD2) were exclusively or more severely dysregulated in EHPs compared with earlier and later stages. To our knowledge, this study offers for the first time an insight into the embryonic onset of human hematopoietic defects in an inherited bone marrow failure syndrome and reveals cellular and molecular aberrations at critical stages of hematopoietic development toward EHPs.
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  • 文章类型: Journal Article
    内皮细胞功能障碍是一个涉及多种病因的复杂过程,早期和晚期事件,以及随后的后果。这篇综述概述了每个方面,并概述了针对这些阶段的治疗干预措施。内皮功能障碍的原因包括一系列危险因素,包括高血压,糖尿病,吸烟,肥胖,炎症,氧化应激,和遗传倾向。早期事件,如内皮激活,炎症反应,血管舒缩张力失调先于氧化应激等晚期事件,内皮细胞凋亡,和微血管稀疏。后果包括内皮重塑,新生血管形成,器官功能障碍,和临床表现,强调跨多个系统的不同影响。虽然线性描绘,内皮功能障碍的进展是动态的,受多种因素的影响,如根本原因和影响血管床。了解这些动态对于定制治疗干预措施至关重要,从改变生活方式到靶向治疗,有效解决潜在的原因和影响。在这里,我们提供了对内皮细胞功能障碍的全面了解,这对于制定减轻这种失调对健康和心血管疾病进展的影响的策略至关重要。
    Endothelial cell dysfunction is a complex process involving various causes, early and late events, and subsequent consequences. This review provides an overview of each aspect and outlines therapeutic interventions targeting these stages. Causes of endothelial dysfunction encompass a spectrum of risk factors including hypertension, diabetes, smoking, obesity, inflammation, oxidative stress, and genetic predispositions. Early events such as endothelial activation, inflammatory response, and dysregulated vasomotor tone precede late events like oxidative stress, endothelial apoptosis, and microvascular rarefaction. The consequences include endothelial remodelling, neovascularization, organ dysfunction, and clinical manifestations, highlighting the diverse impacts across multiple systems. While depicted linearly, the progression of endothelial dysfunction is dynamic, influenced by various factors such as the underlying cause and affected vascular bed. Understanding these dynamics is crucial for tailoring therapeutic interventions, ranging from lifestyle modifications to targeted therapies, to address the underlying causes and effects effectively. Here we provide comprehensive understanding of endothelial cell dysfunction that is essential for developing strategies to mitigate the impact of this dysregulation on health and cardiovascular diseases progression.
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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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