Phenotypic screening

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  • 文章类型: Journal Article
    正在研究各种替代在退行性疾病中丢失的视网膜神经元的策略。包括刺激MüllerGlia(MG)作为损伤诱导型视网膜干细胞的内源性再生能力。固有的再生物种,比如斑马鱼,提供了有关调节MG去分化为干细胞样状态以及MG和MG衍生的祖细胞(MGPC)增殖的机制的关键见解。有趣的是,促进MG/MGPC增殖不足以再生,然而,机械研究往往集中在这一措施。为了充分考虑再生过程,并有助于筛选调节细胞再生的因子,需要定量细胞置换的测定。因此,我们采用了一个自动化的报告分子辅助表型筛选平台来量化幼虫斑马鱼选择性细胞消融后细胞再生动力学的速度.这里,我们详细介绍了使用这种方法来鉴定控制选择性视网膜细胞消融后视网膜细胞再生率的化学物质和基因的方法.
    Various strategies for replacing retinal neurons lost in degenerative diseases are under investigation, including stimulating the endogenous regenerative capacity of Müller Glia (MG) as injury-inducible retinal stem cells. Inherently regenerative species, such as zebrafish, have provided key insights into mechanisms regulating MG dedifferentiation to a stem-like state and the proliferation of MG and MG-derived progenitor cells (MGPCs). Interestingly, promoting MG/MGPC proliferation is not sufficient for regeneration, yet mechanistic studies are often focused on this measure. To fully account for the regenerative process, and facilitate screens for factors regulating cell regeneration, an assay for quantifying cell replacement is required. Accordingly, we adapted an automated reporter-assisted phenotypic screening platform to quantify the pace of cellular regeneration kinetics following selective cell ablation in larval zebrafish. Here, we detail a method for using this approach to identify chemicals and genes that control the rate of retinal cell regeneration following selective retinal cell ablation.
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  • 文章类型: Journal Article
    我们通过使用SOD1突变的肌萎缩侧索硬化症(ALS)患者诱导的多能干细胞(iPSC)衍生的运动神经元的表型筛选发现了新型神经保护性化合物。机理分析表明,初始命中化合物1的保护作用可能是由于抑制MAP4Ks,包括MAP4K4,MAP4K激酶家族的成员。结构转变导致化合物15f,在运动神经元中,与1相比,显示出改善的MAP4K4抑制活性和优越的神经保护作用。结果表明,基于MAP4K4抑制活性的结构优化可能会改善该系列化合物的神经保护作用。
    We discovered novel neuroprotective compounds by phenotypic screening using SOD1-mutant amyotrophic lateral sclerosis (ALS) patient induced pluripotent stem cell (iPSC)-derived motor neurons. Mechanistic analysis showed that the protective effect of initial hit compound 1 was likely due to the inhibition of MAP4Ks, including MAP4K4, a member of the MAP4K kinase family. Structural transformation led to compound 15f, which showed improved MAP4K4 inhibitory activity and superior neuroprotective effects compared to 1 in motor neurons. The results suggest that structural optimization based on MAP4K4 inhibitory activity might improve the neuroprotective effect of this series of compounds.
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  • 文章类型: Journal Article
    背景:非酒精性脂肪性肝病(NAFLD)是肝脏相关发病率和死亡率的主要原因,肝脏脂肪变性是标志性症状。丹参(Smil,Dan-Shen)和纹状体DC(Lstr,川雄)常用于治疗心血管疾病,具有调节脂质代谢的潜能。然而,Smil/Lstr组合是否可用于治疗NAFLD及其调脂特性的潜在机制尚不清楚.
    目的:评估短期高脂饮食(HFD)诱导的斑马鱼模型评估肝脏脂肪变性表型的可行性和可靠性,并研究Smil/Lstr的肝脏降脂作用。以及它的活性成分。
    方法:在HFD斑马鱼模型中使用荧光成像和组织化学检查肝脏和多个其他器官系统的表型改变。内源性评估Smil/Lstr组合的肝脏特异性降脂作用。进一步探索了斑马鱼的活性分子和功能机制,人类肝细胞,和仓鼠模型。
    结果:在5天的HFD斑马鱼中,在血管和肝脏中检测到明显的脂质积累,正如用油红O和荧光脂质探针染色增加所证明的。在模型中观察到肝肥大,伴有大泡性脂肪变性。Smil/Lstr组合给药可有效恢复HFD斑马鱼的脂质分布并减轻肝肥大。在油酸刺激的肝细胞中,Smil/Lstr组合显着减少脂质积累和细胞损伤。随后,基于斑马鱼的表型筛选,天然的苯酞senkyunolideI(SEI)被确定为介导肝脏中Smil/Lstr组合的降脂活性的主要分子。此外,SEI上调脂质代谢调节剂PPARα的表达和下调的脂肪酸转位酶CD36,而PPARα拮抗剂充分阻断SEI对肝性脂肪变性的调节作用。最后,在仓鼠模型中进一步验证了SEI对肝脏脂质积累和PPARα信号传导的作用.
    结论:我们提出了一种基于斑马鱼的肝脂肪变性调节剂筛选策略,并发现Smil/Lstr组合及其成分SEI对肝脏脂质积累和PPARα信号传导的调节作用,提示其作为NAFLD治疗新候选药物的潜在价值。
    BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is the leading cause of liver-related morbidity and mortality, with hepatic steatosis being the hallmark symptom. Salvia miltiorrhiza Bunge (Smil, Dan-Shen) and Ligusticum striatum DC (Lstr, Chuan-Xiong) are commonly used to treat cardiovascular diseases and have the potential to regulate lipid metabolism. However, whether Smil/Lstr combo can be used to treat NAFLD and the mechanisms underlying its lipid-regulating properties remain unclear.
    OBJECTIVE: To assess the feasibility and reliability of a short-term high-fat diet (HFD) induced zebrafish model for evaluating hepatic steatosis phenotype and to investigate the liver lipid-lowering effects of Smil/Lstr, as well as its active components.
    METHODS: The phenotypic alterations of liver and multiple other organ systems were examined in the HFD zebrafish model using fluorescence imaging and histochemistry. The liver-specific lipid-lowering effects of Smil/Lstr combo were evaluated endogenously. The active molecules and functional mechanisms were further explored in zebrafish, human hepatocytes, and hamster models.
    RESULTS: In 5-day HFD zebrafish, significant lipid accumulation was detected in the blood vessels and the liver, as evidenced by increased staining with Oil Red O and fluorescent lipid probes. Hepatic hypertrophy was observed in the model, along with macrovesicular steatosis. Smil/Lstr combo administration effectively restored the lipid profile and alleviated hepatic hypertrophy in the HFD zebrafish. In oleic-acid stimulated hepatocytes, Smil/Lstr combo markedly reduced lipid accumulation and cell damage. Subsequently, based on zebrafish phenotypic screening, the natural phthalide senkyunolide I (SEI) was identified as a major molecule mediating the lipid-lowering activities of Smil/Lstr combo in the liver. Moreover, SEI upregulated the expression of the lipid metabolism regulator PPARα and downregulated fatty acid translocase CD36, while a PPARα antagonist sufficiently blocked the regulatory effect of SEI on hepatic steatosis. Finally, the roles of SEI on hepatic lipid accumulation and PPARα signaling were further verified in the hamster model.
    CONCLUSIONS: We proposed a zebrafish-based screening strategy for modulators of hepatic steatosis and discovered the regulatory roles of Smil/Lstr combo and its component SEI on liver lipid accumulation and PPARα signaling, suggesting their potential value as novel candidates for NAFLD treatment.
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  • 文章类型: Journal Article
    SwertiaMussotti被用作Febrifuge,镇痛和治疗结石性胆囊炎,然而,机制尚不清楚。本研究探讨了从木耳中提取的名为环烯醚萜类和黄吨酮苷(IXG)的活性部分对六种与结石性胆囊炎及其并发症相关的动物模型的治疗作用。并探索其潜在的靶蛋白。四种主要化合物,包括swertiamarin(STR),斯韦罗塞德(SRS),通过UHPLC-TOF-MS从IXG中鉴定出龙胆苦苷(GPS)和芒果苷(MGR)。体内试验成果证实IXG显著下降总胆红素(TBIL)程度,直接胆红素(DBIL)和环氧合酶-2(COX2)在结石性胆囊炎中的作用。IXG处理显著减少了冰醋酸和福尔马林诱导的第二阶段的扭曲次数和点击脚的时间,然而,对通过热板试验确定的中枢疼痛没有影响。IXG还显着降低了酵母和2,4-二硝基苯酚诱导的肛门温度。这些结果表明IXG可以减轻结石性胆囊炎及其临床症状。此外,IXG在体外抑制前列腺素E2(PGE2)的表达。机械上,COX2在RAW264.7细胞中被确定为IXG的直接靶标,下调COX2的蛋白质水平。结果证实IXG通过靶向COX2抑制PGE2的产生来改善结石性胆囊炎及其临床症状(疼痛和发热)。
    Swertia Mussotti is used as febrifuge, analgesic and to treat calculous cholecystitis, however, the underling mechanism remains unclear. This study investigates the therapeutic effect of the active fraction named iridoid and xanthone glycoside (IXG) extracted from S. mussotii on six animal models related to calculous cholecystitis and its complications, and to explore its potential target proteins. Four main compounds including swertiamarin (STR), sweroside (SRS), gentiopicroside (GPS) and mangiferin (MGR) were identified from the IXG by UHPLC-TOF-MS. The in vivo experiments results confirmed that IXG significantly decreased the level of total bilirubin (TBIL), direct bilirubin (DBIL) and cyclooxygenase-2 (COX2) in calculous cholecystitis. IXG treatment dramatically reduced the number of twists and the time of clicking foot in 2nd phase induced by glacial acetic acid and formalin, however, no effect was showed on central pain established by hot plate test. IXG also significantly decreased the anal temperature induced by yeast and 2,4-dinitrophenol. These results indicated that IXG alleviate calculous cholecystitis and its clinical symptom. In addition, IXG suppressed the expression of Prostaglandin E2 (PGE2) in vitro. Mechanistically, COX2 was identified as the direct target of IXG in RAW264.7 cells, and downregulated the protein levels of COX2. The results confirmed that IXG ameliorates calculous cholecystitis and its clinical symptom (pain and fever) by suppressing the production of PGE2 through targeting COX2.
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  • 文章类型: Journal Article
    耐碳青霉烯类抗生素是一种严重的公共卫生威胁,每年造成大量死亡,主要是由于医疗保健相关的感染。面对这种威胁,高危患者的监测计划正在成为一种普遍的做法。在这里,我们报告了最近批准的商业多重实时PCR测定(REALQUALITYCarba-Screen试剂盒)与常规表型筛选的组合使用的性能。在这项为期三个月的研究中,通过结合两种方法评估了来自309例高风险单位的479例直肠拭子。尽管分子检测显示出比表型筛查更高的阳性率(7.1%vs.5%),应该注意的是,单独的分子方法将错过八个耐碳青霉烯的分离株,而仅使用表型筛选不会检测到16个分离株。这证明了每种方法的互补优势。我们的研究证实,需要一种联合方法来最大限度地提高这种筛查的可能临床影响,确保更全面的检测耐药菌株。
    Carbapenem resistance is a serious public health threat, causing numerous deaths annually primarily due to healthcare-associated infections. To face this menace, surveillance programs in high-risk patients are becoming a widespread practice. Here we report the performance of the combined use of a recently approved commercial multiplex real-time PCR assay (REALQUALITY Carba-Screen kit) with conventional phenotypic screening. In this three-month study, 479 rectal swabs from 309 patients across high-risk units were evaluated by combining the two approaches. Although the molecular assay showed a higher positivity rate than phenotypic screening (7.1% vs. 5%), it should be noted that the molecular method alone would have missed eight carbapenem-resistant isolates, while using only phenotypic screening would not have detected sixteen isolates. This demonstrates the complementary strengths of each method. Our study confirms the need for a combined approach to maximize the possible clinical impact of this kind of screening, ensuring a more comprehensive detection of resistant strains.
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  • 文章类型: Journal Article
    G-四链体(G4)序列,可以折叠成更高阶的G4结构,在人类基因组中丰富,并且在参与人类癌症发生的许多基因的启动子区域中过度存在,programming,和转移。它们是G4结合小分子的合理靶标,这将,在启动子G4s的情况下,导致这些基因的转录下调。然而,目前,只有极少数的G4s及其配体复合物具有结构信息。这种限制,再加上目前有关大多数复杂人类癌症的含G4基因的有限信息,已经导致了表型主导的G4配体药物发现方法的发展。这种方法通过发现几代三-和四-取代的萘二酰亚胺(ND)配体来说明,发现这些配体在胰腺癌细胞系中显示出有效的生长抑制,并且在这种难以治疗的疾病的体内模型中具有活性。发现的循环最终产生了高效的四取代ND衍生物,QN-302,目前正在1期临床试验中进行评估。本文呈现了表达已被QN-302下调的主要基因:所有基因都含有G4倾向并且已发现在人胰腺癌中上调。其中一些基因在其他人类癌症中也被上调,支持以下假设:QN-302是一种超越胰腺癌的潜在效用的泛G4药物.
    G-quadruplex (G4) sequences, which can fold into higher-order G4 structures, are abundant in the human genome and are over-represented in the promoter regions of many genes involved in human cancer initiation, progression, and metastasis. They are plausible targets for G4-binding small molecules, which would, in the case of promoter G4s, result in the transcriptional downregulation of these genes. However, structural information is currently available on only a very small number of G4s and their ligand complexes. This limitation, coupled with the currently restricted information on the G4-containing genes involved in most complex human cancers, has led to the development of a phenotypic-led approach to G4 ligand drug discovery. This approach was illustrated by the discovery of several generations of tri- and tetra-substituted naphthalene diimide (ND) ligands that were found to show potent growth inhibition in pancreatic cancer cell lines and are active in in vivo models for this hard-to-treat disease. The cycles of discovery have culminated in a highly potent tetra-substituted ND derivative, QN-302, which is currently being evaluated in a Phase 1 clinical trial. The major genes whose expression has been down-regulated by QN-302 are presented here: all contain G4 propensity and have been found to be up-regulated in human pancreatic cancer. Some of these genes are also upregulated in other human cancers, supporting the hypothesis that QN-302 is a pan-G4 drug of potential utility beyond pancreatic cancer.
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  • 文章类型: Journal Article
    在人类和小鼠中大约有20,000个蛋白质编码基因。这些基因中有1000多种主要在睾丸中表达,或者是睾丸特异性的,被认为在男性生殖中起重要作用。通过制作基因敲除小鼠模型和表型评价,许多精子发生所必需的基因,精子成熟,受精已经被发现,极大地有助于阐明其分子机制。另一方面,在许多情况下,单基因敲除模型不会影响生育能力,表明组织特异性基因并不总是关键的。这里,我们选择了18个基因,其mRNA表达仅限于睾丸或高于其他组织,但其在男性生殖中的功能是未知的。然后,我们使用CRISPR/Cas9系统创建了单基因KO小鼠模型。对已建立的KO雄性进行了交配测试,并筛选了对繁殖力的影响,揭示了这些基因对精子发生和男性生育力不是必需的。这些知识将有助于理解睾丸特征性基因的功能并确定男性不育的原因。
    There are approximately 20,000 protein-coding genes in humans and mice. More than 1000 of these genes are predominantly expressed in the testis or are testis-specific and thought to play an important role in male reproduction. Through the production of gene knockout mouse models and phenotypic evaluations, many genes essential for spermatogenesis, sperm maturation, and fertilization have been discovered, greatly contributing to the elucidation of their molecular mechanisms. On the other hand, there are many cases in which single-gene knockout models do not affect fertility, indicating that tissue-specific genes are not always critical. Here, we selected 18 genes whose mRNA expression is restricted to the testis or higher than in other tissues, but whose function in male reproduction is unknown. We then created single-gene KO mouse models using the CRISPR/Cas9 system. The established KO males were subjected to mating tests and screened for effects on fecundity, revealing that these genes were not essential for spermatogenesis and male fertility. This knowledge will contribute to understanding the functions of genes characteristic of the testis and identify the cause of male infertility.
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  • 文章类型: Journal Article
    2019年,已知的第七种导致人类严重疾病的冠状病毒的出现引发了全球努力,以开发针对SARS-CoV-2病毒的新药和疫苗。这些努力在2024年仍在进行中,包括目前的工作,其中我们对具有潜在抗SARS-CoV-2活性的萜烯进行了基于配体的虚拟筛选。我们从具有已知抗SARS-CoV-2活性的化合物构建了定量结构-活性关系(QSAR)模型,模型精度为0.71。我们利用该模型来预测从豆科中分离出的一系列217种萜烯的活性。四种化合物,主要来自羽扇豆系列的三萜类化合物,在VeroCCL-81细胞中进行体外表型筛选,以评估其对SARS-CoV-2的抑制活性。显示出高SARS-CoV-2抑制率以及大量细胞活力的化合物在SARS-CoV-2主要蛋白酶上进行了分子对接,木瓜蛋白酶样蛋白酶,刺突蛋白和RNA依赖性RNA聚合酶。总的来说,通过我们的QSAR模型进行虚拟筛选,成功地鉴定出活性概率最高的化合物,如使用体外研究验证的。这证实了所鉴定的三萜类化合物作为抗SARS-CoV-2疗法的有希望的候选物的潜力。
    In 2019, the emergence of the seventh known coronavirus to cause severe illness in humans triggered a global effort towards the development of new drugs and vaccines for the SARS-CoV-2 virus. These efforts are still ongoing in 2024, including the present work where we conducted a ligand-based virtual screening of terpenes with potential anti-SARS-CoV-2 activity. We constructed a Quantitative Structure-Activity Relationship (QSAR) model from compounds with known activity against SARS-CoV-2 with a model accuracy of 0.71. We utilized this model to predict the activity of a series of 217 terpenes isolated from the Fabaceae family. Four compounds, predominantly triterpenoids from the lupane series, were subjected to an in vitro phenotypic screening in Vero CCL-81 cells to assess their inhibitory activity against SARS-CoV-2. The compounds which showed high rates of SARS-CoV-2 inhibition along with substantial cell viability underwent molecular docking at the SARS-CoV-2 main protease, papain-like protease, spike protein and RNA-dependent RNA polymerase. Overall, virtual screening through our QSAR model successfully identified compounds with the highest probability of activity, as validated using the in vitro study. This confirms the potential of the identified triterpenoids as promising candidates for anti-SARS-CoV-2 therapeutics.
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  • 文章类型: Journal Article
    在电动汽车全球普及和电池关键原材料短缺的推动下,废旧锂离子动力电池(LIPB)回收行业在数量和规模上都表现出爆炸性增长。然而,关于LIPB回收带来的环境风险的信息相对较少,特别是关于全氟烷基和多氟烷基物质(PFAS)。在这项工作中,进行了可疑筛查和非目标分析,以表征土壤中的PFAS,灰尘,LIPB回收区的水和沉积物。确定了9个类别中的25个PFAS,置信度为3或以上,包括13个传统和12个新兴的PFAS,以及两个超短链PFAS。基于16种PFAS的目标分析,在每个环境样本中至少检测到9个,表明它们在LIPB回收区的广泛存在。全氟癸酸,全氟辛烷磺酸和三氟甲磺酰胺在四个表型参数(生长,运动,存活和繁殖力)秀丽隐杆线虫,并且在200μM的暴露浓度下是所有目标PFAS中毒性最强的物质。我们的项目提供了有关PFAS的存在和环境风险的第一手信息,促进LIPB回收行业的法规制定和绿色发展。
    Driven by the global popularity of electric vehicles and the shortage of critical raw materials for batteries, the spent lithium-ion power battery (LIPB) recycling industry has exhibited explosive growth in both quantity and scale. However, relatively little information is known about the environmental risks posed by LIPB recycling, in particular with regards to perfluoroalkyl and polyfluoroalkyl substances (PFAS). In this work, suspect screening and nontarget analysis were carried out to characterize PFAS in soil, dust, water and sediment from a LIPB recycling area. Twenty-five PFAS from nine classes were identified at confidence level 3 or above, including 13 legacy and 12 emerging PFAS, as well as two ultrashort-chain PFAS. Based on the target analysis of 16 PFAS, at least nine were detected in each environmental sample, indicating their widespread presence in a LIPB recycling area. Perfluorodecanoic acid, perfluorooctanesulfonic acid and trifluoromethanesulfonamide showed significant differences in the four phenotypic parameters (growth, movement, survival and fecundity) of Caenorhabditis elegans and were the most toxic substances in all target PFAS at an exposure concentration of 200 μM. Our project provides first-hand information on the existence and environmental risk of PFAS, facilitating the formulation of regulations and green development of the LIPB recycling industry.
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  • 文章类型: Journal Article
    分子胶可以诱导靶蛋白和泛素连接酶之间的接近以诱导靶降解,但是发现它们的策略仍然有限。我们筛选了3,200个生物活性小分子,并确定C646需要neddylation依赖性蛋白质降解来诱导细胞毒性。尽管组蛋白乙酰转移酶p300是C646的典型靶标,但我们提供了大量证据表明C646直接靶向并降解Exportin-1(XPO1)。由C646诱导的多种细胞表型在表达已知XPO1C528S药物抗性等位基因的细胞中被消除。虽然XPO1催化许多货物蛋白的核到细胞质的运输,它也直接结合染色质。我们证明p300和XPO1共同占据数百个染色质基因座。使用C646或已知的XPO1调节剂S109降解XPO1会减少XPO1和p300的染色质占用,从而使XPO1能够直接靶向表型p300抑制。这项工作强调了耐药等位基因的实用性,并进一步验证了XPO1作为染色质状态的可靶向调节因子。
    Molecular glues can induce proximity between a target protein and ubiquitin ligases to induce target degradation, but strategies for their discovery remain limited. We screened 3,200 bioactive small molecules and identified that C646 requires neddylation-dependent protein degradation to induce cytotoxicity. Although the histone acetyltransferase p300 is the canonical target of C646, we provide extensive evidence that C646 directly targets and degrades Exportin-1 (XPO1). Multiple cellular phenotypes induced by C646 were abrogated in cells expressing the known XPO1C528S drug-resistance allele. While XPO1 catalyzes nuclear-to-cytoplasmic transport of many cargo proteins, it also directly binds chromatin. We demonstrate that p300 and XPO1 co-occupy hundreds of chromatin loci. Degrading XPO1 using C646 or the known XPO1 modulator S109 diminishes the chromatin occupancy of both XPO1 and p300, enabling direct targeting of XPO1 to phenocopy p300 inhibition. This work highlights the utility of drug-resistant alleles and further validates XPO1 as a targetable regulator of chromatin state.
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